import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.preprocessing import LabelEncoder,OneHotEncoder
from sklearn.model_selection import train_test_split
from keras.models import Sequential
from keras.layers import Dense
from keras.wrappers.scikit_learn import KerasRegressor
from keras.callbacks import ModelCheckpoint
from sklearn import metrics
import os
%matplotlib inline
print(os.listdir("../dados/input"))
Using TensorFlow backend.
['teste.csv', 'todos.csv', 'todos2.csv', 'todos2.ods', 'treino.csv']
original_data = pd.read_csv('../dados/input/treino.csv')
original_data.head()
| Data | Temperatura | Precipitacao | Segunda | Terca | Quarta | Quinta | Sexta | Primavera | Verao | Outono | Inverno | Distancia Data Posterior | Distancia Data Anterior | Vendas 1d anterior | Vendas 2d anterior | Vendas 3d anterior | Vendas 4d anterior | Vendas 5d anterior | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 19/12/2017 | 29.9 | 77.25 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 69 | 1 | 70 | 64 | 101 | 178 | 215 | 42 |
| 1 | 18/12/2017 | 29.2 | 74.25 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 64 | 101 | 178 | 215 | 263 | 70 |
| 2 | 15/12/2017 | 31.9 | 67.50 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 101 | 178 | 215 | 263 | 145 | 64 |
| 3 | 14/12/2017 | 31.6 | 56.50 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 178 | 215 | 263 | 145 | 295 | 101 |
| 4 | 13/12/2017 | 27.1 | 74.50 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 215 | 263 | 145 | 295 | 351 | 178 |
original_data.columns
Index(['Data', 'Temperatura', 'Precipitacao', 'Segunda', 'Terca', 'Quarta',
'Quinta', 'Sexta', 'Primavera', 'Verao', 'Outono', 'Inverno',
'Distancia Data Posterior', 'Distancia Data Anterior',
'Vendas 1d anterior', 'Vendas 2d anterior', 'Vendas 3d anterior',
'Vendas 4d anterior', 'Vendas 5d anterior', 'Total'],
dtype='object')
original_data.describe()
| Temperatura | Precipitacao | Segunda | Terca | Quarta | Quinta | Sexta | Primavera | Verao | Outono | Inverno | Distancia Data Posterior | Distancia Data Anterior | Vendas 1d anterior | Vendas 2d anterior | Vendas 3d anterior | Vendas 4d anterior | Vendas 5d anterior | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.0 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 | 148.000000 |
| mean | 25.097297 | 73.442568 | 0.216216 | 0.216216 | 0.209459 | 0.189189 | 0.168919 | 0.391892 | 0.0 | 0.297297 | 0.310811 | 2.162162 | 2.162162 | 266.351351 | 265.878378 | 265.445946 | 264.763514 | 263.560811 | 266.635135 |
| std | 4.246006 | 12.661813 | 0.413061 | 0.413061 | 0.408305 | 0.392989 | 0.375953 | 0.489830 | 0.0 | 0.458621 | 0.464397 | 6.033979 | 6.033979 | 159.141270 | 159.831327 | 160.466551 | 161.382815 | 162.691780 | 158.699911 |
| min | 16.000000 | 35.500000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 1.000000 | 1.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 9.000000 |
| 25% | 22.275000 | 68.875000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 1.000000 | 1.000000 | 116.500000 | 116.500000 | 116.500000 | 116.500000 | 110.500000 | 116.500000 |
| 50% | 25.100000 | 74.500000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 1.000000 | 1.000000 | 319.000000 | 319.000000 | 319.000000 | 319.000000 | 319.000000 | 319.000000 |
| 75% | 28.200000 | 80.812500 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 1.000000 | 0.0 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 394.500000 | 394.500000 | 394.500000 | 394.500000 | 394.500000 | 394.500000 |
| max | 34.700000 | 96.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 0.0 | 1.000000 | 1.000000 | 69.000000 | 69.000000 | 523.000000 | 523.000000 | 523.000000 | 523.000000 | 523.000000 | 523.000000 |
original_data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 148 entries, 0 to 147 Data columns (total 20 columns): Data 148 non-null object Temperatura 148 non-null float64 Precipitacao 148 non-null float64 Segunda 148 non-null int64 Terca 148 non-null int64 Quarta 148 non-null int64 Quinta 148 non-null int64 Sexta 148 non-null int64 Primavera 148 non-null int64 Verao 148 non-null int64 Outono 148 non-null int64 Inverno 148 non-null int64 Distancia Data Posterior 148 non-null int64 Distancia Data Anterior 148 non-null int64 Vendas 1d anterior 148 non-null int64 Vendas 2d anterior 148 non-null int64 Vendas 3d anterior 148 non-null int64 Vendas 4d anterior 148 non-null int64 Vendas 5d anterior 148 non-null int64 Total 148 non-null int64 dtypes: float64(2), int64(17), object(1) memory usage: 23.2+ KB
plt.figure(figsize=(16,9))
sns.distplot(original_data['Total'],bins=80,kde=False)
C:\ProgramData\Anaconda3\lib\site-packages\seaborn\distributions.py:218: MatplotlibDeprecationWarning: The 'normed' kwarg was deprecated in Matplotlib 2.1 and will be removed in 3.1. Use 'density' instead. color=hist_color, **hist_kws)
<matplotlib.axes._subplots.AxesSubplot at 0x2073b688160>
plt.figure(figsize=(4,3))
sns.violinplot(x='Segunda',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Terca',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Quarta',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Quinta',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Sexta',y='Total',data=original_data)
<matplotlib.axes._subplots.AxesSubplot at 0x2073b8e1ef0>
original_data.columns
Index(['Data', 'Temperatura', 'Precipitacao', 'Segunda', 'Terca', 'Quarta',
'Quinta', 'Sexta', 'Primavera', 'Verao', 'Outono', 'Inverno',
'Distancia Data Posterior', 'Distancia Data Anterior',
'Vendas 1d anterior', 'Vendas 2d anterior', 'Vendas 3d anterior',
'Vendas 4d anterior', 'Vendas 5d anterior', 'Total'],
dtype='object')
X_train = original_data.iloc[:,1:19]
X_train.values
array([[ 29.9 , 77.25, 0. , ..., 101. , 178. , 215. ],
[ 29.2 , 74.25, 1. , ..., 178. , 215. , 263. ],
[ 31.9 , 67.5 , 0. , ..., 215. , 263. , 145. ],
...,
[ 24.1 , 88.25, 1. , ..., 0. , 0. , 0. ],
[ 20.3 , 78.75, 0. , ..., 0. , 0. , 0. ],
[ 25.2 , 83.5 , 0. , ..., 0. , 0. , 0. ]])
y_train = original_data.iloc[:,19].values
y_train
array([ 42, 70, 64, 101, 178, 215, 263, 145, 295, 351, 387, 294, 194,
460, 363, 437, 314, 212, 396, 336, 427, 312, 218, 407, 428, 306,
220, 367, 352, 463, 320, 306, 451, 353, 95, 149, 209, 227, 202,
233, 391, 358, 456, 335, 323, 469, 319, 297, 411, 370, 412, 331,
255, 446, 394, 472, 361, 263, 428, 336, 470, 343, 232, 449, 386,
477, 377, 347, 480, 359, 224, 450, 375, 491, 347, 266, 415, 405,
464, 358, 253, 446, 388, 523, 346, 245, 438, 361, 503, 319, 39,
45, 97, 115, 138, 134, 211, 308, 353, 401, 382, 321, 352, 428,
453, 433, 376, 449, 403, 286, 408, 393, 442, 431, 17, 12, 17,
27, 16, 141, 117, 42, 20, 363, 162, 35, 351, 21, 23, 27,
28, 162, 23, 14, 84, 41, 9, 15, 15, 17, 26, 10, 14,
17, 26, 10, 22, 14], dtype=int64)
test_data = pd.read_csv('../dados/input/teste.csv')
test_data.head()
| Data | Temperatura | Precipitacao | Segunda | Terca | Quarta | Quinta | Sexta | Primavera | Verao | Outono | Inverno | Distancia Data Posterior | Distancia Data Anterior | Vendas 1d anterior | Vendas 2d anterior | Vendas 3d anterior | Vendas 4d anterior | Vendas 5d anterior | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 31/10/2018 | 31.4 | 72.25 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 437 | 293 | 263 | 402 | 382 | 362 |
| 1 | 30/10/2018 | 28.0 | 72.75 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 293 | 263 | 402 | 382 | 203 | 437 |
| 2 | 29/10/2018 | 21.0 | 82.75 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 263 | 402 | 382 | 203 | 323 | 293 |
| 3 | 26/10/2018 | 25.4 | 85.50 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 402 | 382 | 203 | 323 | 49 | 263 |
| 4 | 25/10/2018 | 21.4 | 91.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 382 | 203 | 323 | 49 | 138 | 402 |
y_test = test_data.iloc[:,19].values
y_test
array([362, 437, 293, 263, 402, 382, 203, 323, 49, 138, 188, 165, 110,
355, 387, 411, 287, 216, 440, 422, 432, 310, 238, 432, 407, 424,
316, 268, 409, 393, 384, 321, 247, 416, 413, 432, 312, 417, 402,
381, 337, 288, 429, 387, 495, 337, 243, 485, 415, 465, 358, 260,
460, 436, 467, 331, 261, 473, 407, 476, 305, 20, 40, 68, 110,
18, 204, 216, 363, 0, 256, 412, 73, 469, 391, 0, 439, 442,
468, 382, 353, 425, 453, 247, 261, 309, 496, 456, 523, 426, 68,
455, 507, 402, 352, 464, 442, 490, 413, 319, 529, 453, 503, 439,
344, 532, 457, 335, 512, 481, 533, 460, 320, 526, 488, 547, 448,
349, 532, 491, 572, 443, 398, 568, 465, 551, 486, 424, 398, 520,
463, 389, 525, 490, 553, 340, 544, 500, 548, 413, 378, 514, 502,
502, 430, 308, 461, 443, 470, 446], dtype=int64)
X_test = test_data.iloc[:,1:19]
X_test
| Temperatura | Precipitacao | Segunda | Terca | Quarta | Quinta | Sexta | Primavera | Verao | Outono | Inverno | Distancia Data Posterior | Distancia Data Anterior | Vendas 1d anterior | Vendas 2d anterior | Vendas 3d anterior | Vendas 4d anterior | Vendas 5d anterior | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 31.4 | 72.25 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 437 | 293 | 263 | 402 | 382 |
| 1 | 28.0 | 72.75 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 293 | 263 | 402 | 382 | 203 |
| 2 | 21.0 | 82.75 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 263 | 402 | 382 | 203 | 323 |
| 3 | 25.4 | 85.50 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 402 | 382 | 203 | 323 | 49 |
| 4 | 21.4 | 91.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 382 | 203 | 323 | 49 | 138 |
| 5 | 19.5 | 88.75 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 203 | 323 | 49 | 138 | 188 |
| 6 | 30.2 | 74.25 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 323 | 49 | 138 | 188 | 165 |
| 7 | 28.3 | 70.75 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 49 | 138 | 188 | 165 | 110 |
| 8 | 21.1 | 85.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 138 | 188 | 165 | 110 | 355 |
| 9 | 29.9 | 86.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 188 | 165 | 110 | 355 | 387 |
| 10 | 29.5 | 76.00 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 165 | 110 | 355 | 387 | 411 |
| 11 | 24.9 | 91.00 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 110 | 355 | 387 | 411 | 287 |
| 12 | 24.1 | 90.00 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 4 | 355 | 387 | 411 | 287 | 216 |
| 13 | 20.8 | 90.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 4 | 1 | 387 | 411 | 287 | 216 | 440 |
| 14 | 28.6 | 88.00 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 411 | 287 | 216 | 440 | 422 |
| 15 | 28.3 | 79.00 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 287 | 216 | 440 | 422 | 432 |
| 16 | 21.7 | 93.00 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 216 | 440 | 422 | 432 | 310 |
| 17 | 18.6 | 89.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 440 | 422 | 432 | 310 | 238 |
| 18 | 23.0 | 86.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 422 | 432 | 310 | 238 | 432 |
| 19 | 31.9 | 82.00 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 432 | 310 | 238 | 432 | 407 |
| 20 | 30.9 | 81.00 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 310 | 238 | 432 | 407 | 424 |
| 21 | 25.2 | 86.00 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 238 | 432 | 407 | 424 | 316 |
| 22 | 22.2 | 87.00 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 1 | 432 | 407 | 424 | 316 | 268 |
| 23 | 28.8 | 84.00 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 407 | 424 | 316 | 268 | 409 |
| 24 | 32.2 | 66.50 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 424 | 316 | 268 | 409 | 393 |
| 25 | 26.4 | 74.25 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 316 | 268 | 409 | 393 | 384 |
| 26 | 33.5 | 61.00 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 268 | 409 | 393 | 384 | 321 |
| 27 | 27.7 | 78.25 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 1 | 409 | 393 | 384 | 321 | 247 |
| 28 | 25.0 | 79.50 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 393 | 384 | 321 | 247 | 416 |
| 29 | 29.9 | 61.75 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 384 | 321 | 247 | 416 | 413 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 120 | 28.2 | 68.25 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 443 | 398 | 568 | 465 | 551 |
| 121 | 27.8 | 74.25 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 398 | 568 | 465 | 551 | 486 |
| 122 | 27.2 | 72.00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 3 | 1 | 568 | 465 | 551 | 486 | 424 |
| 123 | 27.8 | 74.25 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 465 | 551 | 486 | 424 | 398 |
| 124 | 26.8 | 79.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 551 | 486 | 424 | 398 | 520 |
| 125 | 26.3 | 81.50 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 486 | 424 | 398 | 520 | 463 |
| 126 | 26.0 | 77.50 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 424 | 398 | 520 | 463 | 389 |
| 127 | 28.5 | 77.75 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 4 | 1 | 398 | 520 | 463 | 389 | 525 |
| 128 | 28.2 | 83.00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 520 | 463 | 389 | 525 | 490 |
| 129 | 28.6 | 86.00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 463 | 389 | 525 | 490 | 553 |
| 130 | 28.2 | 81.75 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 389 | 525 | 490 | 553 | 340 |
| 131 | 30.0 | 75.25 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 3 | 1 | 525 | 490 | 553 | 340 | 544 |
| 132 | 26.4 | 80.50 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 490 | 553 | 340 | 544 | 500 |
| 133 | 27.0 | 79.25 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 553 | 340 | 544 | 500 | 548 |
| 134 | 31.0 | 79.25 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 340 | 544 | 500 | 548 | 413 |
| 135 | 30.5 | 72.50 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 4 | 1 | 544 | 500 | 548 | 413 | 378 |
| 136 | 31.0 | 66.00 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 500 | 548 | 413 | 378 | 514 |
| 137 | 33.6 | 72.50 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 548 | 413 | 378 | 514 | 502 |
| 138 | 29.3 | 81.50 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 413 | 378 | 514 | 502 | 502 |
| 139 | 31.2 | 76.75 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 378 | 514 | 502 | 502 | 430 |
| 140 | 26.8 | 77.25 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 1 | 514 | 502 | 502 | 430 | 308 |
| 141 | 23.8 | 86.50 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 502 | 502 | 430 | 308 | 461 |
| 142 | 30.0 | 84.25 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 502 | 430 | 308 | 461 | 443 |
| 143 | 29.8 | 81.00 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 430 | 308 | 461 | 443 | 470 |
| 144 | 31.2 | 77.50 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 3 | 308 | 461 | 443 | 470 | 446 |
| 145 | 31.4 | 83.75 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 3 | 1 | 461 | 443 | 470 | 446 | 42 |
| 146 | 30.6 | 80.25 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 443 | 470 | 446 | 42 | 70 |
| 147 | 30.3 | 77.00 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 470 | 446 | 42 | 70 | 64 |
| 148 | 28.5 | 84.00 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 446 | 42 | 70 | 64 | 101 |
| 149 | 27.2 | 88.00 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 69 | 42 | 70 | 64 | 101 | 178 |
150 rows × 18 columns
from sklearn.preprocessing import StandardScaler
scaler = StandardScaler().fit(X_train)
standardized_X = scaler.transform(X_train)
standardized_X_test = scaler.transform(X_test)
standardized_X
array([[ 1.13495156, 0.30172306, -0.52522573, ..., -1.02827871,
-0.53945104, -0.29949702],
[ 0.96953093, 0.06398563, 1.90394328, ..., -0.54679855,
-0.30940401, -0.00345878],
[ 1.60758192, -0.47092356, -0.52522573, ..., -0.31543795,
-0.01096462, -0.73121946],
...,
[-0.23567649, 1.17342694, 1.90394328, ..., -1.65983061,
-1.64616377, -1.62550165],
[-1.13367418, 0.42059177, -0.52522573, ..., -1.65983061,
-1.64616377, -1.62550165],
[ 0.02427021, 0.79700935, -0.52522573, ..., -1.65983061,
-1.64616377, -1.62550165]])
standardized_X_test
array([[ 1.48942433, -0.09450598, -0.52522573, ..., -0.01529447,
0.8532661 , 0.73046936],
[ 0.68595271, -0.05488308, -0.52522573, ..., 0.85387101,
0.72891636, -0.37350658],
[-0.96825355, 0.737575 , 1.90394328, ..., 0.72881123,
-0.38401386, 0.36658902],
...,
[ 1.22947763, 0.28191161, -0.52522573, ..., -1.39720506,
-1.21093966, -1.23078399],
[ 0.8041103 , 0.83663226, -0.52522573, ..., -1.22212137,
-1.24824458, -1.00258785],
[ 0.49690057, 1.15361549, 1.90394328, ..., -1.2596393 ,
-1.01819756, -0.52769317]])
y_train
array([ 42, 70, 64, 101, 178, 215, 263, 145, 295, 351, 387, 294, 194,
460, 363, 437, 314, 212, 396, 336, 427, 312, 218, 407, 428, 306,
220, 367, 352, 463, 320, 306, 451, 353, 95, 149, 209, 227, 202,
233, 391, 358, 456, 335, 323, 469, 319, 297, 411, 370, 412, 331,
255, 446, 394, 472, 361, 263, 428, 336, 470, 343, 232, 449, 386,
477, 377, 347, 480, 359, 224, 450, 375, 491, 347, 266, 415, 405,
464, 358, 253, 446, 388, 523, 346, 245, 438, 361, 503, 319, 39,
45, 97, 115, 138, 134, 211, 308, 353, 401, 382, 321, 352, 428,
453, 433, 376, 449, 403, 286, 408, 393, 442, 431, 17, 12, 17,
27, 16, 141, 117, 42, 20, 363, 162, 35, 351, 21, 23, 27,
28, 162, 23, 14, 84, 41, 9, 15, 15, 17, 26, 10, 14,
17, 26, 10, 22, 14], dtype=int64)
y_test
array([362, 437, 293, 263, 402, 382, 203, 323, 49, 138, 188, 165, 110,
355, 387, 411, 287, 216, 440, 422, 432, 310, 238, 432, 407, 424,
316, 268, 409, 393, 384, 321, 247, 416, 413, 432, 312, 417, 402,
381, 337, 288, 429, 387, 495, 337, 243, 485, 415, 465, 358, 260,
460, 436, 467, 331, 261, 473, 407, 476, 305, 20, 40, 68, 110,
18, 204, 216, 363, 0, 256, 412, 73, 469, 391, 0, 439, 442,
468, 382, 353, 425, 453, 247, 261, 309, 496, 456, 523, 426, 68,
455, 507, 402, 352, 464, 442, 490, 413, 319, 529, 453, 503, 439,
344, 532, 457, 335, 512, 481, 533, 460, 320, 526, 488, 547, 448,
349, 532, 491, 572, 443, 398, 568, 465, 551, 486, 424, 398, 520,
463, 389, 525, 490, 553, 340, 544, 500, 548, 413, 378, 514, 502,
502, 430, 308, 461, 443, 470, 446], dtype=int64)
from keras import Sequential
from keras.layers import Dense
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='rmsprop',
loss='mse',
metrics=['mae'])
from keras.callbacks import EarlyStopping
early_stopping_monitor = EarlyStopping(patience=2)
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=500,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/500 148/148 [==============================] - 0s 2ms/step - loss: 96012.8843 - mean_absolute_error: 266.7529 - val_loss: 159779.3769 - val_mean_absolute_error: 378.3258 Epoch 2/500 148/148 [==============================] - 0s 54us/step - loss: 95921.2984 - mean_absolute_error: 266.6102 - val_loss: 159668.9375 - val_mean_absolute_error: 378.1904 Epoch 3/500 148/148 [==============================] - 0s 68us/step - loss: 95856.0074 - mean_absolute_error: 266.5160 - val_loss: 159559.0688 - val_mean_absolute_error: 378.0576 Epoch 4/500 148/148 [==============================] - 0s 54us/step - loss: 95792.2456 - mean_absolute_error: 266.4243 - val_loss: 159479.6425 - val_mean_absolute_error: 377.9593 Epoch 5/500 148/148 [==============================] - 0s 54us/step - loss: 95737.0642 - mean_absolute_error: 266.3426 - val_loss: 159396.8381 - val_mean_absolute_error: 377.8560 Epoch 6/500 148/148 [==============================] - 0s 61us/step - loss: 95681.5684 - mean_absolute_error: 266.2589 - val_loss: 159318.0625 - val_mean_absolute_error: 377.7586 Epoch 7/500 148/148 [==============================] - 0s 68us/step - loss: 95627.4483 - mean_absolute_error: 266.1777 - val_loss: 159233.6862 - val_mean_absolute_error: 377.6551 Epoch 8/500 148/148 [==============================] - 0s 47us/step - loss: 95571.7634 - mean_absolute_error: 266.0972 - val_loss: 159164.1444 - val_mean_absolute_error: 377.5696 Epoch 9/500 148/148 [==============================] - 0s 61us/step - loss: 95524.6886 - mean_absolute_error: 266.0238 - val_loss: 159083.9025 - val_mean_absolute_error: 377.4699 Epoch 10/500 148/148 [==============================] - 0s 68us/step - loss: 95468.6586 - mean_absolute_error: 265.9382 - val_loss: 159001.8269 - val_mean_absolute_error: 377.3694 Epoch 11/500 148/148 [==============================] - 0s 47us/step - loss: 95414.2271 - mean_absolute_error: 265.8573 - val_loss: 158918.8325 - val_mean_absolute_error: 377.2669 Epoch 12/500 148/148 [==============================] - 0s 54us/step - loss: 95359.4421 - mean_absolute_error: 265.7736 - val_loss: 158833.5075 - val_mean_absolute_error: 377.1623 Epoch 13/500 148/148 [==============================] - 0s 54us/step - loss: 95299.8619 - mean_absolute_error: 265.6845 - val_loss: 158745.4881 - val_mean_absolute_error: 377.0543 Epoch 14/500 148/148 [==============================] - 0s 68us/step - loss: 95243.4565 - mean_absolute_error: 265.5957 - val_loss: 158662.3387 - val_mean_absolute_error: 376.9515 Epoch 15/500 148/148 [==============================] - 0s 47us/step - loss: 95189.0481 - mean_absolute_error: 265.5150 - val_loss: 158573.5356 - val_mean_absolute_error: 376.8431 Epoch 16/500 148/148 [==============================] - 0s 54us/step - loss: 95135.4396 - mean_absolute_error: 265.4310 - val_loss: 158491.6131 - val_mean_absolute_error: 376.7424 Epoch 17/500 148/148 [==============================] - 0s 74us/step - loss: 95080.5809 - mean_absolute_error: 265.3492 - val_loss: 158405.7069 - val_mean_absolute_error: 376.6372 Epoch 18/500 148/148 [==============================] - 0s 47us/step - loss: 95023.1610 - mean_absolute_error: 265.2624 - val_loss: 158326.0031 - val_mean_absolute_error: 376.5385 Epoch 19/500 148/148 [==============================] - 0s 54us/step - loss: 94970.0607 - mean_absolute_error: 265.1821 - val_loss: 158244.2125 - val_mean_absolute_error: 376.4385 Epoch 20/500 148/148 [==============================] - 0s 81us/step - loss: 94913.8701 - mean_absolute_error: 265.0968 - val_loss: 158153.6881 - val_mean_absolute_error: 376.3283 Epoch 21/500 148/148 [==============================] - 0s 54us/step - loss: 94853.6843 - mean_absolute_error: 265.0059 - val_loss: 158056.1125 - val_mean_absolute_error: 376.2090 Epoch 22/500 148/148 [==============================] - 0s 54us/step - loss: 94794.5315 - mean_absolute_error: 264.9073 - val_loss: 157977.5800 - val_mean_absolute_error: 376.1122 Epoch 23/500 148/148 [==============================] - 0s 54us/step - loss: 94740.4527 - mean_absolute_error: 264.8245 - val_loss: 157885.1663 - val_mean_absolute_error: 375.9992 Epoch 24/500 148/148 [==============================] - 0s 81us/step - loss: 94678.0302 - mean_absolute_error: 264.7278 - val_loss: 157786.2775 - val_mean_absolute_error: 375.8776 Epoch 25/500 148/148 [==============================] - 0s 68us/step - loss: 94611.2378 - mean_absolute_error: 264.6268 - val_loss: 157683.5119 - val_mean_absolute_error: 375.7518 Epoch 26/500 148/148 [==============================] - 0s 54us/step - loss: 94543.8176 - mean_absolute_error: 264.5229 - val_loss: 157589.1531 - val_mean_absolute_error: 375.6364 Epoch 27/500 148/148 [==============================] - 0s 47us/step - loss: 94480.0562 - mean_absolute_error: 264.4256 - val_loss: 157509.4088 - val_mean_absolute_error: 375.5376 Epoch 28/500 148/148 [==============================] - 0s 68us/step - loss: 94422.6187 - mean_absolute_error: 264.3317 - val_loss: 157411.7338 - val_mean_absolute_error: 375.4174 Epoch 29/500 148/148 [==============================] - 0s 54us/step - loss: 94357.3563 - mean_absolute_error: 264.2344 - val_loss: 157312.6469 - val_mean_absolute_error: 375.2962 Epoch 30/500 148/148 [==============================] - 0s 47us/step - loss: 94291.9120 - mean_absolute_error: 264.1348 - val_loss: 157225.7188 - val_mean_absolute_error: 375.1892 Epoch 31/500 148/148 [==============================] - 0s 54us/step - loss: 94231.1763 - mean_absolute_error: 264.0399 - val_loss: 157119.2500 - val_mean_absolute_error: 375.0600 Epoch 32/500 148/148 [==============================] - 0s 68us/step - loss: 94165.3281 - mean_absolute_error: 263.9373 - val_loss: 157022.8975 - val_mean_absolute_error: 374.9425 Epoch 33/500 148/148 [==============================] - 0s 47us/step - loss: 94098.7251 - mean_absolute_error: 263.8287 - val_loss: 156919.4287 - val_mean_absolute_error: 374.8161 Epoch 34/500 148/148 [==============================] - 0s 47us/step - loss: 94029.8708 - mean_absolute_error: 263.7260 - val_loss: 156803.4325 - val_mean_absolute_error: 374.6742 Epoch 35/500 148/148 [==============================] - 0s 61us/step - loss: 93954.5811 - mean_absolute_error: 263.6118 - val_loss: 156708.4856 - val_mean_absolute_error: 374.5578 Epoch 36/500 148/148 [==============================] - 0s 74us/step - loss: 93889.9861 - mean_absolute_error: 263.5110 - val_loss: 156602.3431 - val_mean_absolute_error: 374.4279 Epoch 37/500 148/148 [==============================] - 0s 54us/step - loss: 93819.6366 - mean_absolute_error: 263.4044 - val_loss: 156501.5294 - val_mean_absolute_error: 374.3044 Epoch 38/500 148/148 [==============================] - 0s 47us/step - loss: 93750.2350 - mean_absolute_error: 263.2947 - val_loss: 156385.4750 - val_mean_absolute_error: 374.1623 Epoch 39/500 148/148 [==============================] - 0s 74us/step - loss: 93672.4846 - mean_absolute_error: 263.1783 - val_loss: 156261.2288 - val_mean_absolute_error: 374.0124 Epoch 40/500 148/148 [==============================] - 0s 61us/step - loss: 93595.1045 - mean_absolute_error: 263.0646 - val_loss: 156147.8488 - val_mean_absolute_error: 373.8745 Epoch 41/500 148/148 [==============================] - 0s 61us/step - loss: 93520.7703 - mean_absolute_error: 262.9529 - val_loss: 156052.0250 - val_mean_absolute_error: 373.7568 Epoch 42/500 148/148 [==============================] - 0s 47us/step - loss: 93454.0800 - mean_absolute_error: 262.8533 - val_loss: 155934.2844 - val_mean_absolute_error: 373.6132 Epoch 43/500 148/148 [==============================] - 0s 47us/step - loss: 93375.2413 - mean_absolute_error: 262.7366 - val_loss: 155819.7625 - val_mean_absolute_error: 373.4732 Epoch 44/500 148/148 [==============================] - 0s 47us/step - loss: 93299.6875 - mean_absolute_error: 262.6233 - val_loss: 155696.1613 - val_mean_absolute_error: 373.3219 Epoch 45/500 148/148 [==============================] - 0s 47us/step - loss: 93218.6170 - mean_absolute_error: 262.5030 - val_loss: 155573.0825 - val_mean_absolute_error: 373.1724 Epoch 46/500 148/148 [==============================] - 0s 74us/step - loss: 93136.5538 - mean_absolute_error: 262.3821 - val_loss: 155449.3488 - val_mean_absolute_error: 373.0233 Epoch 47/500 148/148 [==============================] - 0s 54us/step - loss: 93059.8543 - mean_absolute_error: 262.2679 - val_loss: 155344.1000 - val_mean_absolute_error: 372.8949 Epoch 48/500 148/148 [==============================] - 0s 54us/step - loss: 92988.5291 - mean_absolute_error: 262.1608 - val_loss: 155215.4475 - val_mean_absolute_error: 372.7367 Epoch 49/500 148/148 [==============================] - 0s 54us/step - loss: 92905.1079 - mean_absolute_error: 262.0343 - val_loss: 155095.7644 - val_mean_absolute_error: 372.5896 Epoch 50/500 148/148 [==============================] - 0s 81us/step - loss: 92826.1949 - mean_absolute_error: 261.9143 - val_loss: 154971.8175 - val_mean_absolute_error: 372.4376 Epoch 51/500 148/148 [==============================] - 0s 74us/step - loss: 92746.9506 - mean_absolute_error: 261.7963 - val_loss: 154849.1881 - val_mean_absolute_error: 372.2878 Epoch 52/500 148/148 [==============================] - 0s 61us/step - loss: 92667.2090 - mean_absolute_error: 261.6768 - val_loss: 154723.3450 - val_mean_absolute_error: 372.1336 Epoch 53/500 148/148 [==============================] - 0s 61us/step - loss: 92581.3083 - mean_absolute_error: 261.5487 - val_loss: 154583.0144 - val_mean_absolute_error: 371.9622 Epoch 54/500 148/148 [==============================] - 0s 81us/step - loss: 92488.2635 - mean_absolute_error: 261.4124 - val_loss: 154456.6444 - val_mean_absolute_error: 371.8078 Epoch 55/500 148/148 [==============================] - 0s 61us/step - loss: 92404.8487 - mean_absolute_error: 261.2887 - val_loss: 154343.7581 - val_mean_absolute_error: 371.6689 Epoch 56/500 148/148 [==============================] - 0s 74us/step - loss: 92329.6252 - mean_absolute_error: 261.1747 - val_loss: 154205.4106 - val_mean_absolute_error: 371.4997 Epoch 57/500 148/148 [==============================] - 0s 74us/step - loss: 92238.7321 - mean_absolute_error: 261.0394 - val_loss: 154065.0444 - val_mean_absolute_error: 371.3288 Epoch 58/500 148/148 [==============================] - 0s 74us/step - loss: 92151.4987 - mean_absolute_error: 260.9124 - val_loss: 153920.1856 - val_mean_absolute_error: 371.1529 Epoch 59/500 148/148 [==============================] - 0s 61us/step - loss: 92054.8034 - mean_absolute_error: 260.7710 - val_loss: 153767.8394 - val_mean_absolute_error: 370.9682 Epoch 60/500 148/148 [==============================] - 0s 47us/step - loss: 91956.3568 - mean_absolute_error: 260.6291 - val_loss: 153623.4456 - val_mean_absolute_error: 370.7911 Epoch 61/500 148/148 [==============================] - 0s 61us/step - loss: 91862.7409 - mean_absolute_error: 260.4922 - val_loss: 153468.7500 - val_mean_absolute_error: 370.6039 Epoch 62/500 148/148 [==============================] - 0s 68us/step - loss: 91767.3499 - mean_absolute_error: 260.3514 - val_loss: 153343.3131 - val_mean_absolute_error: 370.4503 Epoch 63/500 148/148 [==============================] - 0s 54us/step - loss: 91683.1727 - mean_absolute_error: 260.2252 - val_loss: 153190.7175 - val_mean_absolute_error: 370.2630 Epoch 64/500 148/148 [==============================] - 0s 54us/step - loss: 91585.5494 - mean_absolute_error: 260.0815 - val_loss: 153039.6875 - val_mean_absolute_error: 370.0788 Epoch 65/500 148/148 [==============================] - 0s 47us/step - loss: 91489.8753 - mean_absolute_error: 259.9412 - val_loss: 152902.6319 - val_mean_absolute_error: 369.9093 Epoch 66/500 148/148 [==============================] - 0s 54us/step - loss: 91394.2228 - mean_absolute_error: 259.8000 - val_loss: 152768.4256 - val_mean_absolute_error: 369.7448 Epoch 67/500 148/148 [==============================] - 0s 74us/step - loss: 91304.6930 - mean_absolute_error: 259.6648 - val_loss: 152599.0419 - val_mean_absolute_error: 369.5370 Epoch 68/500 148/148 [==============================] - 0s 61us/step - loss: 91195.7743 - mean_absolute_error: 259.5066 - val_loss: 152452.5169 - val_mean_absolute_error: 369.3583 Epoch 69/500 148/148 [==============================] - 0s 54us/step - loss: 91098.9375 - mean_absolute_error: 259.3650 - val_loss: 152297.2456 - val_mean_absolute_error: 369.1675 Epoch 70/500 148/148 [==============================] - 0s 47us/step - loss: 90996.2441 - mean_absolute_error: 259.2128 - val_loss: 152146.9937 - val_mean_absolute_error: 368.9825 Epoch 71/500 148/148 [==============================] - 0s 54us/step - loss: 90893.8867 - mean_absolute_error: 259.0612 - val_loss: 151996.6969 - val_mean_absolute_error: 368.7980 Epoch 72/500 148/148 [==============================] - 0s 61us/step - loss: 90794.7177 - mean_absolute_error: 258.9151 - val_loss: 151837.9525 - val_mean_absolute_error: 368.6030 Epoch 73/500 148/148 [==============================] - 0s 61us/step - loss: 90688.8062 - mean_absolute_error: 258.7586 - val_loss: 151686.3700 - val_mean_absolute_error: 368.4154 Epoch 74/500 148/148 [==============================] - 0s 54us/step - loss: 90586.0845 - mean_absolute_error: 258.6056 - val_loss: 151532.2881 - val_mean_absolute_error: 368.2268 Epoch 75/500 148/148 [==============================] - 0s 61us/step - loss: 90481.3982 - mean_absolute_error: 258.4516 - val_loss: 151377.9744 - val_mean_absolute_error: 368.0374 Epoch 76/500 148/148 [==============================] - 0s 68us/step - loss: 90378.2105 - mean_absolute_error: 258.3022 - val_loss: 151191.3056 - val_mean_absolute_error: 367.8094 Epoch 77/500 148/148 [==============================] - 0s 68us/step - loss: 90262.2327 - mean_absolute_error: 258.1318 - val_loss: 151019.4781 - val_mean_absolute_error: 367.5982 Epoch 78/500 148/148 [==============================] - 0s 68us/step - loss: 90148.5027 - mean_absolute_error: 257.9645 - val_loss: 150832.2206 - val_mean_absolute_error: 367.3678 Epoch 79/500 148/148 [==============================] - 0s 74us/step - loss: 90029.3463 - mean_absolute_error: 257.7907 - val_loss: 150692.3131 - val_mean_absolute_error: 367.1950 Epoch 80/500 148/148 [==============================] - 0s 81us/step - loss: 89935.3752 - mean_absolute_error: 257.6493 - val_loss: 150511.0787 - val_mean_absolute_error: 366.9721 Epoch 81/500 148/148 [==============================] - 0s 74us/step - loss: 89817.6890 - mean_absolute_error: 257.4789 - val_loss: 150322.6569 - val_mean_absolute_error: 366.7383 Epoch 82/500 148/148 [==============================] - 0s 68us/step - loss: 89697.8463 - mean_absolute_error: 257.3026 - val_loss: 150177.3706 - val_mean_absolute_error: 366.5586 Epoch 83/500 148/148 [==============================] - 0s 108us/step - loss: 89598.9880 - mean_absolute_error: 257.1546 - val_loss: 149990.8544 - val_mean_absolute_error: 366.3272 Epoch 84/500 148/148 [==============================] - 0s 67us/step - loss: 89475.6448 - mean_absolute_error: 256.9731 - val_loss: 149785.9044 - val_mean_absolute_error: 366.0753 Epoch 85/500 148/148 [==============================] - 0s 54us/step - loss: 89346.6385 - mean_absolute_error: 256.7830 - val_loss: 149618.2119 - val_mean_absolute_error: 365.8680 Epoch 86/500 148/148 [==============================] - 0s 74us/step - loss: 89236.2825 - mean_absolute_error: 256.6207 - val_loss: 149431.0300 - val_mean_absolute_error: 365.6352 Epoch 87/500 148/148 [==============================] - 0s 81us/step - loss: 89113.5771 - mean_absolute_error: 256.4368 - val_loss: 149236.0156 - val_mean_absolute_error: 365.3936 Epoch 88/500 148/148 [==============================] - 0s 47us/step - loss: 88988.0552 - mean_absolute_error: 256.2528 - val_loss: 149049.9281 - val_mean_absolute_error: 365.1638 Epoch 89/500 148/148 [==============================] - 0s 54us/step - loss: 88866.3790 - mean_absolute_error: 256.0738 - val_loss: 148854.8712 - val_mean_absolute_error: 364.9225 Epoch 90/500 148/148 [==============================] - 0s 88us/step - loss: 88744.4738 - mean_absolute_error: 255.8927 - val_loss: 148662.2806 - val_mean_absolute_error: 364.6821 Epoch 91/500 148/148 [==============================] - 0s 54us/step - loss: 88616.5465 - mean_absolute_error: 255.7040 - val_loss: 148466.9119 - val_mean_absolute_error: 364.4384 Epoch 92/500 148/148 [==============================] - 0s 54us/step - loss: 88487.4962 - mean_absolute_error: 255.5126 - val_loss: 148281.0356 - val_mean_absolute_error: 364.2084 Epoch 93/500 148/148 [==============================] - 0s 54us/step - loss: 88363.5111 - mean_absolute_error: 255.3294 - val_loss: 148071.6363 - val_mean_absolute_error: 363.9484 Epoch 94/500 148/148 [==============================] - 0s 47us/step - loss: 88230.7487 - mean_absolute_error: 255.1355 - val_loss: 147878.6769 - val_mean_absolute_error: 363.7084 Epoch 95/500 148/148 [==============================] - 0s 54us/step - loss: 88101.4994 - mean_absolute_error: 254.9438 - val_loss: 147656.2037 - val_mean_absolute_error: 363.4330 Epoch 96/500 148/148 [==============================] - 0s 47us/step - loss: 87962.1104 - mean_absolute_error: 254.7388 - val_loss: 147462.4113 - val_mean_absolute_error: 363.1922 Epoch 97/500 148/148 [==============================] - 0s 47us/step - loss: 87836.3374 - mean_absolute_error: 254.5534 - val_loss: 147247.3850 - val_mean_absolute_error: 362.9252 Epoch 98/500 148/148 [==============================] - 0s 54us/step - loss: 87704.6172 - mean_absolute_error: 254.3601 - val_loss: 147052.7656 - val_mean_absolute_error: 362.6823 Epoch 99/500 148/148 [==============================] - 0s 54us/step - loss: 87582.7772 - mean_absolute_error: 254.1800 - val_loss: 146849.8306 - val_mean_absolute_error: 362.4296 Epoch 100/500 148/148 [==============================] - 0s 47us/step - loss: 87446.9312 - mean_absolute_error: 253.9789 - val_loss: 146622.9637 - val_mean_absolute_error: 362.1471 Epoch 101/500 148/148 [==============================] - 0s 54us/step - loss: 87306.1805 - mean_absolute_error: 253.7728 - val_loss: 146444.3294 - val_mean_absolute_error: 361.9236 Epoch 102/500 148/148 [==============================] - 0s 61us/step - loss: 87191.1364 - mean_absolute_error: 253.6043 - val_loss: 146227.9438 - val_mean_absolute_error: 361.6543 Epoch 103/500 148/148 [==============================] - 0s 54us/step - loss: 87055.1102 - mean_absolute_error: 253.4016 - val_loss: 146018.0556 - val_mean_absolute_error: 361.3897 Epoch 104/500 148/148 [==============================] - 0s 61us/step - loss: 86919.0682 - mean_absolute_error: 253.1953 - val_loss: 145797.3394 - val_mean_absolute_error: 361.1106 Epoch 105/500 148/148 [==============================] - 0s 47us/step - loss: 86776.9933 - mean_absolute_error: 252.9831 - val_loss: 145588.3844 - val_mean_absolute_error: 360.8487 Epoch 106/500 148/148 [==============================] - 0s 54us/step - loss: 86640.8908 - mean_absolute_error: 252.7810 - val_loss: 145386.5981 - val_mean_absolute_error: 360.5964 Epoch 107/500 148/148 [==============================] - 0s 47us/step - loss: 86512.4519 - mean_absolute_error: 252.5891 - val_loss: 145155.7687 - val_mean_absolute_error: 360.3062 Epoch 108/500 148/148 [==============================] - 0s 61us/step - loss: 86364.0505 - mean_absolute_error: 252.3684 - val_loss: 144921.2656 - val_mean_absolute_error: 360.0112 Epoch 109/500 148/148 [==============================] - 0s 54us/step - loss: 86210.2154 - mean_absolute_error: 252.1400 - val_loss: 144682.7094 - val_mean_absolute_error: 359.7131 Epoch 110/500 148/148 [==============================] - 0s 54us/step - loss: 86063.1947 - mean_absolute_error: 251.9186 - val_loss: 144439.4425 - val_mean_absolute_error: 359.4068 Epoch 111/500 148/148 [==============================] - 0s 54us/step - loss: 85914.7927 - mean_absolute_error: 251.6974 - val_loss: 144219.1775 - val_mean_absolute_error: 359.1296 Epoch 112/500 148/148 [==============================] - 0s 54us/step - loss: 85776.2204 - mean_absolute_error: 251.4883 - val_loss: 143957.5056 - val_mean_absolute_error: 358.8006 Epoch 113/500 148/148 [==============================] - 0s 61us/step - loss: 85622.2499 - mean_absolute_error: 251.2607 - val_loss: 143761.6500 - val_mean_absolute_error: 358.5528 Epoch 114/500 148/148 [==============================] - 0s 47us/step - loss: 85488.7105 - mean_absolute_error: 251.0593 - val_loss: 143489.8525 - val_mean_absolute_error: 358.2098 Epoch 115/500 148/148 [==============================] - 0s 54us/step - loss: 85318.6848 - mean_absolute_error: 250.8058 - val_loss: 143280.7156 - val_mean_absolute_error: 357.9440 Epoch 116/500 148/148 [==============================] - 0s 54us/step - loss: 85182.4652 - mean_absolute_error: 250.5996 - val_loss: 143059.9000 - val_mean_absolute_error: 357.6637 Epoch 117/500 148/148 [==============================] - 0s 61us/step - loss: 85031.9533 - mean_absolute_error: 250.3723 - val_loss: 142834.7556 - val_mean_absolute_error: 357.3795 Epoch 118/500 148/148 [==============================] - 0s 54us/step - loss: 84882.1339 - mean_absolute_error: 250.1471 - val_loss: 142620.0319 - val_mean_absolute_error: 357.1059 Epoch 119/500 148/148 [==============================] - 0s 68us/step - loss: 84739.4394 - mean_absolute_error: 249.9318 - val_loss: 142390.5663 - val_mean_absolute_error: 356.8146 Epoch 120/500 148/148 [==============================] - 0s 54us/step - loss: 84585.9105 - mean_absolute_error: 249.7026 - val_loss: 142143.7075 - val_mean_absolute_error: 356.4998 Epoch 121/500 148/148 [==============================] - 0s 61us/step - loss: 84423.8440 - mean_absolute_error: 249.4590 - val_loss: 141866.4250 - val_mean_absolute_error: 356.1499 Epoch 122/500 148/148 [==============================] - 0s 54us/step - loss: 84252.5000 - mean_absolute_error: 249.2036 - val_loss: 141633.7375 - val_mean_absolute_error: 355.8537 Epoch 123/500 148/148 [==============================] - 0s 81us/step - loss: 84099.3384 - mean_absolute_error: 248.9737 - val_loss: 141418.6856 - val_mean_absolute_error: 355.5795 Epoch 124/500 148/148 [==============================] - 0s 61us/step - loss: 83957.1981 - mean_absolute_error: 248.7583 - val_loss: 141141.6031 - val_mean_absolute_error: 355.2256 Epoch 125/500 148/148 [==============================] - 0s 54us/step - loss: 83776.6985 - mean_absolute_error: 248.4881 - val_loss: 140887.7219 - val_mean_absolute_error: 354.9029 Epoch 126/500 148/148 [==============================] - 0s 61us/step - loss: 83605.8894 - mean_absolute_error: 248.2295 - val_loss: 140607.0500 - val_mean_absolute_error: 354.5444 Epoch 127/500 148/148 [==============================] - 0s 74us/step - loss: 83426.5101 - mean_absolute_error: 247.9561 - val_loss: 140313.7825 - val_mean_absolute_error: 354.1694 Epoch 128/500 148/148 [==============================] - 0s 54us/step - loss: 83238.2882 - mean_absolute_error: 247.6719 - val_loss: 140038.5344 - val_mean_absolute_error: 353.8163 Epoch 129/500 148/148 [==============================] - 0s 88us/step - loss: 83066.6220 - mean_absolute_error: 247.4099 - val_loss: 139789.1913 - val_mean_absolute_error: 353.4985 Epoch 130/500 148/148 [==============================] - 0s 68us/step - loss: 82912.0534 - mean_absolute_error: 247.1776 - val_loss: 139516.2894 - val_mean_absolute_error: 353.1473 Epoch 131/500 148/148 [==============================] - 0s 74us/step - loss: 82744.1162 - mean_absolute_error: 246.9186 - val_loss: 139285.7263 - val_mean_absolute_error: 352.8498 Epoch 132/500 148/148 [==============================] - 0s 74us/step - loss: 82584.5840 - mean_absolute_error: 246.6746 - val_loss: 138992.0787 - val_mean_absolute_error: 352.4730 Epoch 133/500 148/148 [==============================] - 0s 68us/step - loss: 82397.8016 - mean_absolute_error: 246.3901 - val_loss: 138754.4900 - val_mean_absolute_error: 352.1638 Epoch 134/500 148/148 [==============================] - 0s 74us/step - loss: 82235.7821 - mean_absolute_error: 246.1395 - val_loss: 138493.1019 - val_mean_absolute_error: 351.8232 Epoch 135/500 148/148 [==============================] - 0s 74us/step - loss: 82065.1053 - mean_absolute_error: 245.8727 - val_loss: 138260.6981 - val_mean_absolute_error: 351.5205 Epoch 136/500 148/148 [==============================] - 0s 74us/step - loss: 81904.8974 - mean_absolute_error: 245.6259 - val_loss: 137973.0806 - val_mean_absolute_error: 351.1485 Epoch 137/500 148/148 [==============================] - 0s 61us/step - loss: 81715.0416 - mean_absolute_error: 245.3337 - val_loss: 137644.6681 - val_mean_absolute_error: 350.7251 Epoch 138/500 148/148 [==============================] - 0s 54us/step - loss: 81517.0828 - mean_absolute_error: 245.0313 - val_loss: 137359.7269 - val_mean_absolute_error: 350.3548 Epoch 139/500 148/148 [==============================] - 0s 68us/step - loss: 81333.8716 - mean_absolute_error: 244.7496 - val_loss: 137060.7856 - val_mean_absolute_error: 349.9675 Epoch 140/500 148/148 [==============================] - 0s 68us/step - loss: 81143.7461 - mean_absolute_error: 244.4543 - val_loss: 136815.3687 - val_mean_absolute_error: 349.6470 Epoch 141/500 148/148 [==============================] - 0s 68us/step - loss: 80985.9616 - mean_absolute_error: 244.2086 - val_loss: 136526.4062 - val_mean_absolute_error: 349.2677 Epoch 142/500 148/148 [==============================] - 0s 74us/step - loss: 80797.7228 - mean_absolute_error: 243.9142 - val_loss: 136224.9488 - val_mean_absolute_error: 348.8749 Epoch 143/500 148/148 [==============================] - 0s 68us/step - loss: 80602.6531 - mean_absolute_error: 243.6091 - val_loss: 135971.5250 - val_mean_absolute_error: 348.5431 Epoch 144/500 148/148 [==============================] - 0s 54us/step - loss: 80438.1846 - mean_absolute_error: 243.3554 - val_loss: 135702.2100 - val_mean_absolute_error: 348.1867 Epoch 145/500 148/148 [==============================] - 0s 68us/step - loss: 80257.2027 - mean_absolute_error: 243.0688 - val_loss: 135464.3269 - val_mean_absolute_error: 347.8745 Epoch 146/500 148/148 [==============================] - 0s 47us/step - loss: 80096.8606 - mean_absolute_error: 242.8198 - val_loss: 135164.6544 - val_mean_absolute_error: 347.4771 Epoch 147/500 148/148 [==============================] - 0s 74us/step - loss: 79901.5785 - mean_absolute_error: 242.5092 - val_loss: 134847.9850 - val_mean_absolute_error: 347.0626 Epoch 148/500 148/148 [==============================] - 0s 68us/step - loss: 79702.3412 - mean_absolute_error: 242.2018 - val_loss: 134603.6050 - val_mean_absolute_error: 346.7368 Epoch 149/500 148/148 [==============================] - 0s 47us/step - loss: 79535.9847 - mean_absolute_error: 241.9355 - val_loss: 134335.5388 - val_mean_absolute_error: 346.3831 Epoch 150/500 148/148 [==============================] - 0s 61us/step - loss: 79347.8773 - mean_absolute_error: 241.6424 - val_loss: 133993.2631 - val_mean_absolute_error: 345.9332 Epoch 151/500 148/148 [==============================] - 0s 54us/step - loss: 79124.7908 - mean_absolute_error: 241.2933 - val_loss: 133657.9306 - val_mean_absolute_error: 345.4895 Epoch 152/500 148/148 [==============================] - 0s 68us/step - loss: 78913.6253 - mean_absolute_error: 240.9614 - val_loss: 133384.4262 - val_mean_absolute_error: 345.1273 Epoch 153/500 148/148 [==============================] - 0s 54us/step - loss: 78730.9715 - mean_absolute_error: 240.6750 - val_loss: 133090.0019 - val_mean_absolute_error: 344.7381 Epoch 154/500 148/148 [==============================] - 0s 61us/step - loss: 78546.3828 - mean_absolute_error: 240.3834 - val_loss: 132785.3700 - val_mean_absolute_error: 344.3312 Epoch 155/500 148/148 [==============================] - 0s 68us/step - loss: 78344.8959 - mean_absolute_error: 240.0635 - val_loss: 132463.9062 - val_mean_absolute_error: 343.9058 Epoch 156/500 148/148 [==============================] - 0s 61us/step - loss: 78139.8315 - mean_absolute_error: 239.7373 - val_loss: 132168.3169 - val_mean_absolute_error: 343.5096 Epoch 157/500 148/148 [==============================] - 0s 68us/step - loss: 77941.3937 - mean_absolute_error: 239.4174 - val_loss: 131870.1856 - val_mean_absolute_error: 343.1104 Epoch 158/500 148/148 [==============================] - 0s 61us/step - loss: 77748.3360 - mean_absolute_error: 239.1102 - val_loss: 131577.1700 - val_mean_absolute_error: 342.7206 Epoch 159/500 148/148 [==============================] - 0s 61us/step - loss: 77552.8157 - mean_absolute_error: 238.7991 - val_loss: 131233.9025 - val_mean_absolute_error: 342.2599 Epoch 160/500 148/148 [==============================] - 0s 61us/step - loss: 77329.2823 - mean_absolute_error: 238.4407 - val_loss: 130895.0469 - val_mean_absolute_error: 341.8064 Epoch 161/500 148/148 [==============================] - 0s 47us/step - loss: 77111.1081 - mean_absolute_error: 238.0868 - val_loss: 130588.0338 - val_mean_absolute_error: 341.3918 Epoch 162/500 148/148 [==============================] - 0s 74us/step - loss: 76910.4027 - mean_absolute_error: 237.7659 - val_loss: 130221.3188 - val_mean_absolute_error: 340.9021 Epoch 163/500 148/148 [==============================] - 0s 68us/step - loss: 76685.7460 - mean_absolute_error: 237.4056 - val_loss: 129942.6288 - val_mean_absolute_error: 340.5286 Epoch 164/500 148/148 [==============================] - 0s 54us/step - loss: 76495.0144 - mean_absolute_error: 237.0994 - val_loss: 129604.6469 - val_mean_absolute_error: 340.0739 Epoch 165/500 148/148 [==============================] - 0s 68us/step - loss: 76282.7706 - mean_absolute_error: 236.7591 - val_loss: 129324.9644 - val_mean_absolute_error: 339.6974 Epoch 166/500 148/148 [==============================] - 0s 54us/step - loss: 76089.1188 - mean_absolute_error: 236.4494 - val_loss: 129036.0156 - val_mean_absolute_error: 339.3063 Epoch 167/500 148/148 [==============================] - 0s 68us/step - loss: 75900.8053 - mean_absolute_error: 236.1426 - val_loss: 128676.0800 - val_mean_absolute_error: 338.8211 Epoch 168/500 148/148 [==============================] - 0s 61us/step - loss: 75668.4086 - mean_absolute_error: 235.7632 - val_loss: 128357.9888 - val_mean_absolute_error: 338.3894 Epoch 169/500 148/148 [==============================] - 0s 61us/step - loss: 75464.8450 - mean_absolute_error: 235.4293 - val_loss: 128027.5550 - val_mean_absolute_error: 337.9445 Epoch 170/500 148/148 [==============================] - 0s 68us/step - loss: 75255.6362 - mean_absolute_error: 235.0891 - val_loss: 127670.1931 - val_mean_absolute_error: 337.4607 Epoch 171/500 148/148 [==============================] - 0s 61us/step - loss: 75031.6764 - mean_absolute_error: 234.7260 - val_loss: 127388.1831 - val_mean_absolute_error: 337.0775 Epoch 172/500 148/148 [==============================] - 0s 68us/step - loss: 74846.3447 - mean_absolute_error: 234.4256 - val_loss: 126979.7894 - val_mean_absolute_error: 336.5248 Epoch 173/500 148/148 [==============================] - 0s 61us/step - loss: 74595.7751 - mean_absolute_error: 234.0207 - val_loss: 126703.3094 - val_mean_absolute_error: 336.1478 Epoch 174/500 148/148 [==============================] - 0s 54us/step - loss: 74410.5564 - mean_absolute_error: 233.7207 - val_loss: 126373.4344 - val_mean_absolute_error: 335.7026 Epoch 175/500 148/148 [==============================] - 0s 61us/step - loss: 74204.1568 - mean_absolute_error: 233.3863 - val_loss: 126039.0506 - val_mean_absolute_error: 335.2478 Epoch 176/500 148/148 [==============================] - 0s 54us/step - loss: 73986.6193 - mean_absolute_error: 233.0328 - val_loss: 125720.0644 - val_mean_absolute_error: 334.8128 Epoch 177/500 148/148 [==============================] - 0s 74us/step - loss: 73786.1501 - mean_absolute_error: 232.6991 - val_loss: 125356.4625 - val_mean_absolute_error: 334.3125 Epoch 178/500 148/148 [==============================] - 0s 61us/step - loss: 73547.6288 - mean_absolute_error: 232.3045 - val_loss: 125029.0612 - val_mean_absolute_error: 333.8590 Epoch 179/500 148/148 [==============================] - 0s 54us/step - loss: 73338.5131 - mean_absolute_error: 231.9547 - val_loss: 124669.4294 - val_mean_absolute_error: 333.3607 Epoch 180/500 148/148 [==============================] - 0s 68us/step - loss: 73112.3676 - mean_absolute_error: 231.5770 - val_loss: 124296.2850 - val_mean_absolute_error: 332.8485 Epoch 181/500 148/148 [==============================] - 0s 61us/step - loss: 72880.6140 - mean_absolute_error: 231.1936 - val_loss: 123962.6875 - val_mean_absolute_error: 332.3860 Epoch 182/500 148/148 [==============================] - 0s 54us/step - loss: 72657.6810 - mean_absolute_error: 230.8223 - val_loss: 123608.6994 - val_mean_absolute_error: 331.8952 Epoch 183/500 148/148 [==============================] - 0s 61us/step - loss: 72437.1967 - mean_absolute_error: 230.4557 - val_loss: 123329.7881 - val_mean_absolute_error: 331.5065 Epoch 184/500 148/148 [==============================] - 0s 47us/step - loss: 72250.3082 - mean_absolute_error: 230.1419 - val_loss: 123024.0638 - val_mean_absolute_error: 331.0793 Epoch 185/500 148/148 [==============================] - 0s 61us/step - loss: 72049.9378 - mean_absolute_error: 229.8018 - val_loss: 122682.3419 - val_mean_absolute_error: 330.6031 Epoch 186/500 148/148 [==============================] - 0s 54us/step - loss: 71826.8108 - mean_absolute_error: 229.4311 - val_loss: 122307.1119 - val_mean_absolute_error: 330.0790 Epoch 187/500 148/148 [==============================] - 0s 68us/step - loss: 71585.9018 - mean_absolute_error: 229.0183 - val_loss: 121946.4312 - val_mean_absolute_error: 329.5736 Epoch 188/500 148/148 [==============================] - 0s 54us/step - loss: 71348.7705 - mean_absolute_error: 228.6181 - val_loss: 121596.3194 - val_mean_absolute_error: 329.0880 Epoch 189/500 148/148 [==============================] - 0s 61us/step - loss: 71116.7696 - mean_absolute_error: 228.2315 - val_loss: 121203.4219 - val_mean_absolute_error: 328.5325 Epoch 190/500 148/148 [==============================] - 0s 74us/step - loss: 70873.4932 - mean_absolute_error: 227.8144 - val_loss: 120822.0931 - val_mean_absolute_error: 328.0003 Epoch 191/500 148/148 [==============================] - 0s 61us/step - loss: 70634.5255 - mean_absolute_error: 227.4141 - val_loss: 120475.4625 - val_mean_absolute_error: 327.5143 Epoch 192/500 148/148 [==============================] - 0s 81us/step - loss: 70408.5996 - mean_absolute_error: 227.0275 - val_loss: 120107.3125 - val_mean_absolute_error: 326.9989 Epoch 193/500 148/148 [==============================] - 0s 74us/step - loss: 70174.2421 - mean_absolute_error: 226.6291 - val_loss: 119785.4138 - val_mean_absolute_error: 326.5415 Epoch 194/500 148/148 [==============================] - 0s 81us/step - loss: 69963.9620 - mean_absolute_error: 226.2669 - val_loss: 119403.9444 - val_mean_absolute_error: 325.9997 Epoch 195/500 148/148 [==============================] - 0s 68us/step - loss: 69719.4838 - mean_absolute_error: 225.8407 - val_loss: 119046.3300 - val_mean_absolute_error: 325.4890 Epoch 196/500 148/148 [==============================] - 0s 88us/step - loss: 69492.9749 - mean_absolute_error: 225.4483 - val_loss: 118666.0900 - val_mean_absolute_error: 324.9504 Epoch 197/500 148/148 [==============================] - 0s 88us/step - loss: 69250.0126 - mean_absolute_error: 225.0270 - val_loss: 118329.9219 - val_mean_absolute_error: 324.4734 Epoch 198/500 148/148 [==============================] - 0s 74us/step - loss: 69027.8048 - mean_absolute_error: 224.6507 - val_loss: 117933.4119 - val_mean_absolute_error: 323.9079 Epoch 199/500 148/148 [==============================] - 0s 81us/step - loss: 68771.4177 - mean_absolute_error: 224.2062 - val_loss: 117546.5388 - val_mean_absolute_error: 323.3512 Epoch 200/500 148/148 [==============================] - 0s 81us/step - loss: 68519.9927 - mean_absolute_error: 223.7645 - val_loss: 117147.9256 - val_mean_absolute_error: 322.7804 Epoch 201/500 148/148 [==============================] - 0s 68us/step - loss: 68266.6026 - mean_absolute_error: 223.3206 - val_loss: 116755.8212 - val_mean_absolute_error: 322.2191 Epoch 202/500 148/148 [==============================] - 0s 81us/step - loss: 68014.0164 - mean_absolute_error: 222.8851 - val_loss: 116407.5975 - val_mean_absolute_error: 321.7165 Epoch 203/500 148/148 [==============================] - 0s 68us/step - loss: 67783.7521 - mean_absolute_error: 222.4765 - val_loss: 116056.2331 - val_mean_absolute_error: 321.2036 Epoch 204/500 148/148 [==============================] - 0s 68us/step - loss: 67555.4493 - mean_absolute_error: 222.0663 - val_loss: 115732.5788 - val_mean_absolute_error: 320.7324 Epoch 205/500 148/148 [==============================] - 0s 81us/step - loss: 67344.3137 - mean_absolute_error: 221.6938 - val_loss: 115362.1337 - val_mean_absolute_error: 320.1962 Epoch 206/500 148/148 [==============================] - 0s 81us/step - loss: 67098.2242 - mean_absolute_error: 221.2646 - val_loss: 114911.9125 - val_mean_absolute_error: 319.5444 Epoch 207/500 148/148 [==============================] - 0s 61us/step - loss: 66828.6533 - mean_absolute_error: 220.7886 - val_loss: 114490.7000 - val_mean_absolute_error: 318.9337 Epoch 208/500 148/148 [==============================] - 0s 81us/step - loss: 66575.1949 - mean_absolute_error: 220.3419 - val_loss: 114167.8513 - val_mean_absolute_error: 318.4601 Epoch 209/500 148/148 [==============================] - 0s 68us/step - loss: 66359.1362 - mean_absolute_error: 219.9505 - val_loss: 113845.9650 - val_mean_absolute_error: 317.9864 Epoch 210/500 148/148 [==============================] - 0s 74us/step - loss: 66144.3279 - mean_absolute_error: 219.5671 - val_loss: 113504.2794 - val_mean_absolute_error: 317.4852 Epoch 211/500 148/148 [==============================] - 0s 74us/step - loss: 65918.8219 - mean_absolute_error: 219.1578 - val_loss: 113083.4050 - val_mean_absolute_error: 316.8699 Epoch 212/500 148/148 [==============================] - 0s 81us/step - loss: 65664.1289 - mean_absolute_error: 218.6998 - val_loss: 112680.7594 - val_mean_absolute_error: 316.2780 Epoch 213/500 148/148 [==============================] - 0s 88us/step - loss: 65411.9963 - mean_absolute_error: 218.2505 - val_loss: 112397.5475 - val_mean_absolute_error: 315.8607 Epoch 214/500 148/148 [==============================] - 0s 74us/step - loss: 65216.7937 - mean_absolute_error: 217.9015 - val_loss: 111998.6144 - val_mean_absolute_error: 315.2736 Epoch 215/500 148/148 [==============================] - 0s 61us/step - loss: 64967.6652 - mean_absolute_error: 217.4484 - val_loss: 111655.3194 - val_mean_absolute_error: 314.7677 Epoch 216/500 148/148 [==============================] - 0s 61us/step - loss: 64740.1380 - mean_absolute_error: 217.0371 - val_loss: 111244.4212 - val_mean_absolute_error: 314.1589 Epoch 217/500 148/148 [==============================] - 0s 68us/step - loss: 64480.6287 - mean_absolute_error: 216.5630 - val_loss: 110871.9919 - val_mean_absolute_error: 313.6014 Epoch 218/500 148/148 [==============================] - 0s 54us/step - loss: 64235.7215 - mean_absolute_error: 216.1204 - val_loss: 110467.1150 - val_mean_absolute_error: 312.9959 Epoch 219/500 148/148 [==============================] - 0s 68us/step - loss: 63978.6061 - mean_absolute_error: 215.6447 - val_loss: 110063.7994 - val_mean_absolute_error: 312.4063 Epoch 220/500 148/148 [==============================] - 0s 68us/step - loss: 63718.9208 - mean_absolute_error: 215.1696 - val_loss: 109659.7088 - val_mean_absolute_error: 311.8152 Epoch 221/500 148/148 [==============================] - 0s 61us/step - loss: 63460.7326 - mean_absolute_error: 214.6967 - val_loss: 109255.0306 - val_mean_absolute_error: 311.2179 Epoch 222/500 148/148 [==============================] - 0s 74us/step - loss: 63218.6100 - mean_absolute_error: 214.2448 - val_loss: 108845.7175 - val_mean_absolute_error: 310.6195 Epoch 223/500 148/148 [==============================] - 0s 61us/step - loss: 62967.1201 - mean_absolute_error: 213.7934 - val_loss: 108467.1025 - val_mean_absolute_error: 310.0587 Epoch 224/500 148/148 [==============================] - 0s 74us/step - loss: 62722.3697 - mean_absolute_error: 213.3448 - val_loss: 108106.3862 - val_mean_absolute_error: 309.5193 Epoch 225/500 148/148 [==============================] - 0s 61us/step - loss: 62483.7240 - mean_absolute_error: 212.9006 - val_loss: 107680.0712 - val_mean_absolute_error: 308.8854 Epoch 226/500 148/148 [==============================] - 0s 68us/step - loss: 62214.8378 - mean_absolute_error: 212.4000 - val_loss: 107323.4869 - val_mean_absolute_error: 308.3540 Epoch 227/500 148/148 [==============================] - 0s 74us/step - loss: 61991.1660 - mean_absolute_error: 211.9855 - val_loss: 106905.7944 - val_mean_absolute_error: 307.7326 Epoch 228/500 148/148 [==============================] - 0s 61us/step - loss: 61734.4726 - mean_absolute_error: 211.5067 - val_loss: 106562.6487 - val_mean_absolute_error: 307.2165 Epoch 229/500 148/148 [==============================] - 0s 88us/step - loss: 61501.9510 - mean_absolute_error: 211.0733 - val_loss: 106139.1831 - val_mean_absolute_error: 306.5813 Epoch 230/500 148/148 [==============================] - 0s 88us/step - loss: 61234.2975 - mean_absolute_error: 210.5673 - val_loss: 105722.5269 - val_mean_absolute_error: 305.9532 Epoch 231/500 148/148 [==============================] - 0s 74us/step - loss: 60987.1947 - mean_absolute_error: 210.1061 - val_loss: 105268.2644 - val_mean_absolute_error: 305.2696 Epoch 232/500 148/148 [==============================] - 0s 68us/step - loss: 60711.6122 - mean_absolute_error: 209.5841 - val_loss: 104914.9750 - val_mean_absolute_error: 304.7285 Epoch 233/500 148/148 [==============================] - 0s 74us/step - loss: 60484.5971 - mean_absolute_error: 209.1527 - val_loss: 104567.8175 - val_mean_absolute_error: 304.1985 Epoch 234/500 148/148 [==============================] - ETA: 0s - loss: 53976.3320 - mean_absolute_error: 193.638 - 0s 61us/step - loss: 60268.8281 - mean_absolute_error: 208.7356 - val_loss: 104152.5756 - val_mean_absolute_error: 303.5700 Epoch 235/500 148/148 [==============================] - 0s 68us/step - loss: 60009.6250 - mean_absolute_error: 208.2448 - val_loss: 103775.8944 - val_mean_absolute_error: 302.9928 Epoch 236/500 148/148 [==============================] - 0s 68us/step - loss: 59769.7612 - mean_absolute_error: 207.7893 - val_loss: 103344.6131 - val_mean_absolute_error: 302.3257 Epoch 237/500 148/148 [==============================] - 0s 68us/step - loss: 59502.2934 - mean_absolute_error: 207.2720 - val_loss: 102900.9731 - val_mean_absolute_error: 301.6494 Epoch 238/500 148/148 [==============================] - 0s 68us/step - loss: 59233.7120 - mean_absolute_error: 206.7604 - val_loss: 102543.1100 - val_mean_absolute_error: 301.0931 Epoch 239/500 148/148 [==============================] - 0s 74us/step - loss: 59006.9471 - mean_absolute_error: 206.3252 - val_loss: 102112.7088 - val_mean_absolute_error: 300.4288 Epoch 240/500 148/148 [==============================] - 0s 95us/step - loss: 58749.3746 - mean_absolute_error: 205.8199 - val_loss: 101746.9944 - val_mean_absolute_error: 299.8682 Epoch 241/500 148/148 [==============================] - 0s 101us/step - loss: 58531.2476 - mean_absolute_error: 205.3999 - val_loss: 101398.8925 - val_mean_absolute_error: 299.3287 Epoch 242/500 148/148 [==============================] - 0s 88us/step - loss: 58302.7204 - mean_absolute_error: 204.9572 - val_loss: 100996.2119 - val_mean_absolute_error: 298.7068 Epoch 243/500 148/148 [==============================] - 0s 74us/step - loss: 58042.3862 - mean_absolute_error: 204.4439 - val_loss: 100549.4531 - val_mean_absolute_error: 298.0117 Epoch 244/500 148/148 [==============================] - 0s 95us/step - loss: 57761.0045 - mean_absolute_error: 203.8975 - val_loss: 100135.2250 - val_mean_absolute_error: 297.3645 Epoch 245/500 148/148 [==============================] - 0s 74us/step - loss: 57496.7075 - mean_absolute_error: 203.3808 - val_loss: 99755.1531 - val_mean_absolute_error: 296.7625 Epoch 246/500 148/148 [==============================] - 0s 81us/step - loss: 57256.2828 - mean_absolute_error: 202.8987 - val_loss: 99413.9238 - val_mean_absolute_error: 296.2229 Epoch 247/500 148/148 [==============================] - 0s 74us/step - loss: 57034.3440 - mean_absolute_error: 202.4525 - val_loss: 99036.9650 - val_mean_absolute_error: 295.6306 Epoch 248/500 148/148 [==============================] - 0s 68us/step - loss: 56804.4413 - mean_absolute_error: 201.9972 - val_loss: 98651.8856 - val_mean_absolute_error: 295.0203 Epoch 249/500 148/148 [==============================] - 0s 209us/step - loss: 56541.5547 - mean_absolute_error: 201.4739 - val_loss: 98193.5538 - val_mean_absolute_error: 294.2902 Epoch 250/500 148/148 [==============================] - 0s 115us/step - loss: 56253.0409 - mean_absolute_error: 200.8936 - val_loss: 97779.1094 - val_mean_absolute_error: 293.6303 Epoch 251/500 148/148 [==============================] - 0s 95us/step - loss: 55991.6658 - mean_absolute_error: 200.3687 - val_loss: 97362.6669 - val_mean_absolute_error: 292.9713 Epoch 252/500 148/148 [==============================] - 0s 81us/step - loss: 55727.9325 - mean_absolute_error: 199.8477 - val_loss: 96982.8963 - val_mean_absolute_error: 292.3633 Epoch 253/500 148/148 [==============================] - 0s 74us/step - loss: 55481.6767 - mean_absolute_error: 199.3540 - val_loss: 96562.0650 - val_mean_absolute_error: 291.6908 Epoch 254/500 148/148 [==============================] - 0s 74us/step - loss: 55212.5024 - mean_absolute_error: 198.8029 - val_loss: 96154.7481 - val_mean_absolute_error: 291.0283 Epoch 255/500 148/148 [==============================] - 0s 68us/step - loss: 54948.7864 - mean_absolute_error: 198.2661 - val_loss: 95701.2497 - val_mean_absolute_error: 290.2962 Epoch 256/500 148/148 [==============================] - 0s 68us/step - loss: 54664.9495 - mean_absolute_error: 197.6845 - val_loss: 95274.4772 - val_mean_absolute_error: 289.6074 Epoch 257/500 148/148 [==============================] - 0s 128us/step - loss: 54406.3404 - mean_absolute_error: 197.1567 - val_loss: 94905.2634 - val_mean_absolute_error: 289.0123 Epoch 258/500 148/148 [==============================] - 0s 81us/step - loss: 54162.3972 - mean_absolute_error: 196.6577 - val_loss: 94537.0803 - val_mean_absolute_error: 288.4111 Epoch 259/500 148/148 [==============================] - 0s 74us/step - loss: 53927.3237 - mean_absolute_error: 196.1738 - val_loss: 94183.8481 - val_mean_absolute_error: 287.8306 Epoch 260/500 148/148 [==============================] - 0s 74us/step - loss: 53700.5931 - mean_absolute_error: 195.7003 - val_loss: 93731.5909 - val_mean_absolute_error: 287.0984 Epoch 261/500 148/148 [==============================] - 0s 81us/step - loss: 53428.2155 - mean_absolute_error: 195.1343 - val_loss: 93307.2009 - val_mean_absolute_error: 286.3982 Epoch 262/500 148/148 [==============================] - 0s 81us/step - loss: 53166.0058 - mean_absolute_error: 194.5877 - val_loss: 92867.5378 - val_mean_absolute_error: 285.6765 Epoch 263/500 148/148 [==============================] - 0s 74us/step - loss: 52894.7572 - mean_absolute_error: 194.0176 - val_loss: 92466.3466 - val_mean_absolute_error: 285.0111 Epoch 264/500 148/148 [==============================] - 0s 74us/step - loss: 52638.6064 - mean_absolute_error: 193.4700 - val_loss: 92105.3547 - val_mean_absolute_error: 284.4117 Epoch 265/500 148/148 [==============================] - 0s 74us/step - loss: 52402.0015 - mean_absolute_error: 192.9695 - val_loss: 91725.3056 - val_mean_absolute_error: 283.7817 Epoch 266/500 148/148 [==============================] - 0s 61us/step - loss: 52150.5296 - mean_absolute_error: 192.4422 - val_loss: 91347.1891 - val_mean_absolute_error: 283.1531 Epoch 267/500 148/148 [==============================] - 0s 68us/step - loss: 51914.5831 - mean_absolute_error: 191.9434 - val_loss: 91004.0741 - val_mean_absolute_error: 282.5837 Epoch 268/500 148/148 [==============================] - 0s 61us/step - loss: 51692.4154 - mean_absolute_error: 191.4687 - val_loss: 90596.0003 - val_mean_absolute_error: 281.9071 Epoch 269/500 148/148 [==============================] - 0s 61us/step - loss: 51436.8701 - mean_absolute_error: 190.9261 - val_loss: 90156.6225 - val_mean_absolute_error: 281.1876 Epoch 270/500 148/148 [==============================] - 0s 68us/step - loss: 51176.0941 - mean_absolute_error: 190.3725 - val_loss: 89721.2875 - val_mean_absolute_error: 280.4578 Epoch 271/500 148/148 [==============================] - 0s 61us/step - loss: 50901.2471 - mean_absolute_error: 189.7852 - val_loss: 89249.9397 - val_mean_absolute_error: 279.6678 Epoch 272/500 148/148 [==============================] - 0s 68us/step - loss: 50612.1120 - mean_absolute_error: 189.1557 - val_loss: 88824.7297 - val_mean_absolute_error: 278.9513 Epoch 273/500 148/148 [==============================] - 0s 74us/step - loss: 50364.3927 - mean_absolute_error: 188.6208 - val_loss: 88391.6225 - val_mean_absolute_error: 278.2250 Epoch 274/500 148/148 [==============================] - 0s 61us/step - loss: 50102.2925 - mean_absolute_error: 188.0352 - val_loss: 88026.8572 - val_mean_absolute_error: 277.6032 Epoch 275/500 148/148 [==============================] - 0s 61us/step - loss: 49880.7242 - mean_absolute_error: 187.5395 - val_loss: 87611.9328 - val_mean_absolute_error: 276.9013 Epoch 276/500 148/148 [==============================] - 0s 68us/step - loss: 49630.8552 - mean_absolute_error: 186.9920 - val_loss: 87205.9106 - val_mean_absolute_error: 276.2037 Epoch 277/500 148/148 [==============================] - 0s 68us/step - loss: 49375.1939 - mean_absolute_error: 186.4221 - val_loss: 86761.5213 - val_mean_absolute_error: 275.4437 Epoch 278/500 148/148 [==============================] - 0s 68us/step - loss: 49098.1868 - mean_absolute_error: 185.8115 - val_loss: 86393.3813 - val_mean_absolute_error: 274.8109 Epoch 279/500 148/148 [==============================] - 0s 68us/step - loss: 48855.6416 - mean_absolute_error: 185.2708 - val_loss: 85945.5603 - val_mean_absolute_error: 274.0462 Epoch 280/500 148/148 [==============================] - 0s 81us/step - loss: 48602.8197 - mean_absolute_error: 184.7035 - val_loss: 85512.9656 - val_mean_absolute_error: 273.2997 Epoch 281/500 148/148 [==============================] - 0s 68us/step - loss: 48338.5647 - mean_absolute_error: 184.1097 - val_loss: 85119.0712 - val_mean_absolute_error: 272.6190 Epoch 282/500 148/148 [==============================] - 0s 74us/step - loss: 48095.7595 - mean_absolute_error: 183.5684 - val_loss: 84709.5650 - val_mean_absolute_error: 271.9039 Epoch 283/500 148/148 [==============================] - 0s 81us/step - loss: 47838.4335 - mean_absolute_error: 182.9827 - val_loss: 84247.6528 - val_mean_absolute_error: 271.0905 Epoch 284/500 148/148 [==============================] - 0s 74us/step - loss: 47559.0803 - mean_absolute_error: 182.3333 - val_loss: 83813.1256 - val_mean_absolute_error: 270.3420 Epoch 285/500 148/148 [==============================] - 0s 74us/step - loss: 47308.8726 - mean_absolute_error: 181.7714 - val_loss: 83377.9309 - val_mean_absolute_error: 269.5836 Epoch 286/500 148/148 [==============================] - 0s 61us/step - loss: 47049.1496 - mean_absolute_error: 181.1878 - val_loss: 82911.4138 - val_mean_absolute_error: 268.7589 Epoch 287/500 148/148 [==============================] - 0s 88us/step - loss: 46768.3062 - mean_absolute_error: 180.5441 - val_loss: 82556.8772 - val_mean_absolute_error: 268.1306 Epoch 288/500 148/148 [==============================] - 0s 74us/step - loss: 46540.6925 - mean_absolute_error: 180.0152 - val_loss: 82138.0566 - val_mean_absolute_error: 267.3853 Epoch 289/500 148/148 [==============================] - 0s 74us/step - loss: 46279.5122 - mean_absolute_error: 179.4067 - val_loss: 81738.5988 - val_mean_absolute_error: 266.6743 Epoch 290/500 148/148 [==============================] - 0s 95us/step - loss: 46028.7211 - mean_absolute_error: 178.8312 - val_loss: 81329.5000 - val_mean_absolute_error: 265.9507 Epoch 291/500 148/148 [==============================] - 0s 81us/step - loss: 45799.4917 - mean_absolute_error: 178.2946 - val_loss: 80926.9984 - val_mean_absolute_error: 265.2425 Epoch 292/500 148/148 [==============================] - 0s 74us/step - loss: 45572.3976 - mean_absolute_error: 177.7780 - val_loss: 80490.1844 - val_mean_absolute_error: 264.4587 Epoch 293/500 148/148 [==============================] - 0s 61us/step - loss: 45313.6743 - mean_absolute_error: 177.1703 - val_loss: 80053.3169 - val_mean_absolute_error: 263.6668 Epoch 294/500 148/148 [==============================] - 0s 88us/step - loss: 45059.1519 - mean_absolute_error: 176.5554 - val_loss: 79576.6206 - val_mean_absolute_error: 262.8017 Epoch 295/500 148/148 [==============================] - 0s 68us/step - loss: 44782.3200 - mean_absolute_error: 175.8964 - val_loss: 79217.4047 - val_mean_absolute_error: 262.1478 Epoch 296/500 148/148 [==============================] - 0s 81us/step - loss: 44544.5156 - mean_absolute_error: 175.3333 - val_loss: 78772.9847 - val_mean_absolute_error: 261.3352 Epoch 297/500 148/148 [==============================] - 0s 74us/step - loss: 44286.5529 - mean_absolute_error: 174.7132 - val_loss: 78360.6569 - val_mean_absolute_error: 260.5836 Epoch 298/500 148/148 [==============================] - 0s 74us/step - loss: 44037.9299 - mean_absolute_error: 174.1279 - val_loss: 77932.5938 - val_mean_absolute_error: 259.7968 Epoch 299/500 148/148 [==============================] - 0s 74us/step - loss: 43780.4228 - mean_absolute_error: 173.5103 - val_loss: 77525.4875 - val_mean_absolute_error: 259.0416 Epoch 300/500 148/148 [==============================] - 0s 81us/step - loss: 43536.6834 - mean_absolute_error: 172.9149 - val_loss: 77077.9228 - val_mean_absolute_error: 258.2140 Epoch 301/500 148/148 [==============================] - 0s 68us/step - loss: 43279.3404 - mean_absolute_error: 172.2834 - val_loss: 76725.1078 - val_mean_absolute_error: 257.5498 Epoch 302/500 148/148 [==============================] - 0s 81us/step - loss: 43054.6026 - mean_absolute_error: 171.7304 - val_loss: 76270.9166 - val_mean_absolute_error: 256.6923 Epoch 303/500 148/148 [==============================] - 0s 74us/step - loss: 42785.8801 - mean_absolute_error: 171.0604 - val_loss: 75896.7850 - val_mean_absolute_error: 255.9888 Epoch 304/500 148/148 [==============================] - 0s 74us/step - loss: 42558.3169 - mean_absolute_error: 170.4881 - val_loss: 75469.8237 - val_mean_absolute_error: 255.1773 Epoch 305/500 148/148 [==============================] - 0s 74us/step - loss: 42300.6065 - mean_absolute_error: 169.8491 - val_loss: 75010.5625 - val_mean_absolute_error: 254.3150 Epoch 306/500 148/148 [==============================] - 0s 88us/step - loss: 42041.4648 - mean_absolute_error: 169.2092 - val_loss: 74556.7316 - val_mean_absolute_error: 253.4517 Epoch 307/500 148/148 [==============================] - 0s 81us/step - loss: 41781.6459 - mean_absolute_error: 168.5454 - val_loss: 74188.4034 - val_mean_absolute_error: 252.7446 Epoch 308/500 148/148 [==============================] - 0s 74us/step - loss: 41555.5003 - mean_absolute_error: 167.9647 - val_loss: 73829.1156 - val_mean_absolute_error: 252.0488 Epoch 309/500 148/148 [==============================] - 0s 68us/step - loss: 41339.6935 - mean_absolute_error: 167.4095 - val_loss: 73391.0003 - val_mean_absolute_error: 251.1935 Epoch 310/500 148/148 [==============================] - 0s 68us/step - loss: 41076.5993 - mean_absolute_error: 166.7307 - val_loss: 72917.3591 - val_mean_absolute_error: 250.2787 Epoch 311/500 148/148 [==============================] - 0s 95us/step - loss: 40804.2427 - mean_absolute_error: 166.0358 - val_loss: 72525.3394 - val_mean_absolute_error: 249.5201 Epoch 312/500 148/148 [==============================] - 0s 74us/step - loss: 40585.2092 - mean_absolute_error: 165.4645 - val_loss: 72191.0572 - val_mean_absolute_error: 248.8625 Epoch 313/500 148/148 [==============================] - 0s 81us/step - loss: 40385.9452 - mean_absolute_error: 164.9362 - val_loss: 71855.2809 - val_mean_absolute_error: 248.1999 Epoch 314/500 148/148 [==============================] - 0s 68us/step - loss: 40173.1518 - mean_absolute_error: 164.3844 - val_loss: 71419.0213 - val_mean_absolute_error: 247.3466 Epoch 315/500 148/148 [==============================] - 0s 74us/step - loss: 39913.0338 - mean_absolute_error: 163.7061 - val_loss: 70989.2797 - val_mean_absolute_error: 246.4941 Epoch 316/500 148/148 [==============================] - 0s 81us/step - loss: 39652.6055 - mean_absolute_error: 163.0238 - val_loss: 70547.7503 - val_mean_absolute_error: 245.6238 Epoch 317/500 148/148 [==============================] - 0s 74us/step - loss: 39402.6391 - mean_absolute_error: 162.3750 - val_loss: 70153.3850 - val_mean_absolute_error: 244.8330 Epoch 318/500 148/148 [==============================] - 0s 81us/step - loss: 39169.2372 - mean_absolute_error: 161.7470 - val_loss: 69773.6019 - val_mean_absolute_error: 244.0855 Epoch 319/500 148/148 [==============================] - 0s 81us/step - loss: 38956.6277 - mean_absolute_error: 161.1852 - val_loss: 69381.7256 - val_mean_absolute_error: 243.2886 Epoch 320/500 148/148 [==============================] - 0s 74us/step - loss: 38721.4418 - mean_absolute_error: 160.5309 - val_loss: 68995.9597 - val_mean_absolute_error: 242.5069 Epoch 321/500 148/148 [==============================] - 0s 74us/step - loss: 38499.2253 - mean_absolute_error: 159.9193 - val_loss: 68585.3684 - val_mean_absolute_error: 241.6753 Epoch 322/500 148/148 [==============================] - 0s 74us/step - loss: 38254.0841 - mean_absolute_error: 159.2770 - val_loss: 68177.4616 - val_mean_absolute_error: 240.8380 Epoch 323/500 148/148 [==============================] - 0s 88us/step - loss: 38016.2829 - mean_absolute_error: 158.6280 - val_loss: 67772.3831 - val_mean_absolute_error: 240.0062 Epoch 324/500 148/148 [==============================] - 0s 81us/step - loss: 37771.0551 - mean_absolute_error: 157.9690 - val_loss: 67318.1981 - val_mean_absolute_error: 239.0958 Epoch 325/500 148/148 [==============================] - 0s 68us/step - loss: 37528.3522 - mean_absolute_error: 157.3330 - val_loss: 66914.6009 - val_mean_absolute_error: 238.2624 Epoch 326/500 148/148 [==============================] - 0s 81us/step - loss: 37289.3894 - mean_absolute_error: 156.6795 - val_loss: 66526.0541 - val_mean_absolute_error: 237.4454 Epoch 327/500 148/148 [==============================] - 0s 81us/step - loss: 37061.0700 - mean_absolute_error: 156.0400 - val_loss: 66067.4928 - val_mean_absolute_error: 236.4910 Epoch 328/500 148/148 [==============================] - 0s 88us/step - loss: 36800.4846 - mean_absolute_error: 155.3350 - val_loss: 65647.0844 - val_mean_absolute_error: 235.6107 Epoch 329/500 148/148 [==============================] - 0s 88us/step - loss: 36569.5284 - mean_absolute_error: 154.6923 - val_loss: 65257.0663 - val_mean_absolute_error: 234.7896 Epoch 330/500 148/148 [==============================] - 0s 74us/step - loss: 36335.9462 - mean_absolute_error: 154.0391 - val_loss: 64907.8422 - val_mean_absolute_error: 234.0507 Epoch 331/500 148/148 [==============================] - 0s 74us/step - loss: 36130.9922 - mean_absolute_error: 153.4622 - val_loss: 64530.1584 - val_mean_absolute_error: 233.2526 Epoch 332/500 148/148 [==============================] - 0s 81us/step - loss: 35904.9447 - mean_absolute_error: 152.8355 - val_loss: 64068.0850 - val_mean_absolute_error: 232.2760 Epoch 333/500 148/148 [==============================] - 0s 88us/step - loss: 35650.2349 - mean_absolute_error: 152.1136 - val_loss: 63631.2128 - val_mean_absolute_error: 231.3300 Epoch 334/500 148/148 [==============================] - 0s 74us/step - loss: 35400.1206 - mean_absolute_error: 151.4044 - val_loss: 63232.7772 - val_mean_absolute_error: 230.4732 Epoch 335/500 148/148 [==============================] - 0s 61us/step - loss: 35166.3405 - mean_absolute_error: 150.7318 - val_loss: 62816.1850 - val_mean_absolute_error: 229.5746 Epoch 336/500 148/148 [==============================] - 0s 95us/step - loss: 34924.9454 - mean_absolute_error: 150.0346 - val_loss: 62471.6963 - val_mean_absolute_error: 228.8264 Epoch 337/500 148/148 [==============================] - 0s 88us/step - loss: 34723.6966 - mean_absolute_error: 149.4436 - val_loss: 62113.4734 - val_mean_absolute_error: 228.0429 Epoch 338/500 148/148 [==============================] - 0s 81us/step - loss: 34513.3771 - mean_absolute_error: 148.8452 - val_loss: 61718.1244 - val_mean_absolute_error: 227.1888 Epoch 339/500 148/148 [==============================] - 0s 68us/step - loss: 34298.6880 - mean_absolute_error: 148.2262 - val_loss: 61310.9184 - val_mean_absolute_error: 226.3000 Epoch 340/500 148/148 [==============================] - 0s 74us/step - loss: 34075.9099 - mean_absolute_error: 147.5592 - val_loss: 60974.3597 - val_mean_absolute_error: 225.5593 Epoch 341/500 148/148 [==============================] - 0s 88us/step - loss: 33864.5435 - mean_absolute_error: 146.9357 - val_loss: 60606.5816 - val_mean_absolute_error: 224.7396 Epoch 342/500 148/148 [==============================] - 0s 88us/step - loss: 33652.7307 - mean_absolute_error: 146.3005 - val_loss: 60204.4803 - val_mean_absolute_error: 223.8589 Epoch 343/500 148/148 [==============================] - 0s 61us/step - loss: 33437.5300 - mean_absolute_error: 145.6609 - val_loss: 59720.0291 - val_mean_absolute_error: 222.8056 Epoch 344/500 148/148 [==============================] - 0s 68us/step - loss: 33194.5094 - mean_absolute_error: 144.9419 - val_loss: 59402.2297 - val_mean_absolute_error: 222.0886 Epoch 345/500 148/148 [==============================] - 0s 81us/step - loss: 32995.0368 - mean_absolute_error: 144.3333 - val_loss: 59039.0128 - val_mean_absolute_error: 221.2632 Epoch 346/500 148/148 [==============================] - 0s 68us/step - loss: 32788.9569 - mean_absolute_error: 143.6929 - val_loss: 58713.6884 - val_mean_absolute_error: 220.5211 Epoch 347/500 148/148 [==============================] - 0s 61us/step - loss: 32589.4410 - mean_absolute_error: 143.0830 - val_loss: 58356.8003 - val_mean_absolute_error: 219.7054 Epoch 348/500 148/148 [==============================] - 0s 88us/step - loss: 32387.6051 - mean_absolute_error: 142.4417 - val_loss: 57987.8656 - val_mean_absolute_error: 218.8544 Epoch 349/500 148/148 [==============================] - 0s 74us/step - loss: 32177.1604 - mean_absolute_error: 141.7899 - val_loss: 57586.2825 - val_mean_absolute_error: 217.9320 Epoch 350/500 148/148 [==============================] - 0s 68us/step - loss: 31942.4539 - mean_absolute_error: 141.0500 - val_loss: 57159.1841 - val_mean_absolute_error: 216.9437 Epoch 351/500 148/148 [==============================] - 0s 68us/step - loss: 31708.4767 - mean_absolute_error: 140.3102 - val_loss: 56854.3819 - val_mean_absolute_error: 216.2283 Epoch 352/500 148/148 [==============================] - 0s 74us/step - loss: 31528.0429 - mean_absolute_error: 139.7278 - val_loss: 56488.6663 - val_mean_absolute_error: 215.3776 Epoch 353/500 148/148 [==============================] - 0s 88us/step - loss: 31317.4216 - mean_absolute_error: 139.0450 - val_loss: 56079.8894 - val_mean_absolute_error: 214.4142 Epoch 354/500 148/148 [==============================] - 0s 68us/step - loss: 31086.8629 - mean_absolute_error: 138.3098 - val_loss: 55697.7613 - val_mean_absolute_error: 213.5029 Epoch 355/500 148/148 [==============================] - 0s 74us/step - loss: 30874.9667 - mean_absolute_error: 137.6148 - val_loss: 55333.4628 - val_mean_absolute_error: 212.6309 Epoch 356/500 148/148 [==============================] - 0s 81us/step - loss: 30665.1024 - mean_absolute_error: 136.9244 - val_loss: 55004.5609 - val_mean_absolute_error: 211.8407 Epoch 357/500 148/148 [==============================] - 0s 68us/step - loss: 30471.8633 - mean_absolute_error: 136.2791 - val_loss: 54641.6956 - val_mean_absolute_error: 210.9806 Epoch 358/500 148/148 [==============================] - 0s 68us/step - loss: 30262.9278 - mean_absolute_error: 135.5705 - val_loss: 54268.3788 - val_mean_absolute_error: 210.0858 Epoch 359/500 148/148 [==============================] - 0s 74us/step - loss: 30056.3489 - mean_absolute_error: 134.8784 - val_loss: 53845.1672 - val_mean_absolute_error: 209.1002 Epoch 360/500 148/148 [==============================] - 0s 74us/step - loss: 29841.2017 - mean_absolute_error: 134.1859 - val_loss: 53447.6194 - val_mean_absolute_error: 208.1647 Epoch 361/500 148/148 [==============================] - 0s 61us/step - loss: 29639.1174 - mean_absolute_error: 133.4917 - val_loss: 53075.2069 - val_mean_absolute_error: 207.2527 Epoch 362/500 148/148 [==============================] - 0s 68us/step - loss: 29431.1216 - mean_absolute_error: 132.7956 - val_loss: 52708.2387 - val_mean_absolute_error: 206.3495 Epoch 363/500 148/148 [==============================] - 0s 81us/step - loss: 29228.7533 - mean_absolute_error: 132.0934 - val_loss: 52300.6400 - val_mean_absolute_error: 205.3800 Epoch 364/500 148/148 [==============================] - 0s 68us/step - loss: 29020.4089 - mean_absolute_error: 131.4037 - val_loss: 51903.0997 - val_mean_absolute_error: 204.3988 Epoch 365/500 148/148 [==============================] - 0s 61us/step - loss: 28804.1468 - mean_absolute_error: 130.6379 - val_loss: 51537.4022 - val_mean_absolute_error: 203.4937 Epoch 366/500 148/148 [==============================] - 0s 81us/step - loss: 28608.0776 - mean_absolute_error: 129.9343 - val_loss: 51257.1897 - val_mean_absolute_error: 202.7994 Epoch 367/500 148/148 [==============================] - 0s 81us/step - loss: 28451.5157 - mean_absolute_error: 129.3909 - val_loss: 50901.2731 - val_mean_absolute_error: 201.9118 Epoch 368/500 148/148 [==============================] - 0s 81us/step - loss: 28260.4620 - mean_absolute_error: 128.7061 - val_loss: 50574.2333 - val_mean_absolute_error: 201.0713 Epoch 369/500 148/148 [==============================] - 0s 68us/step - loss: 28078.3653 - mean_absolute_error: 128.0453 - val_loss: 50141.2456 - val_mean_absolute_error: 200.0068 Epoch 370/500 148/148 [==============================] - 0s 74us/step - loss: 27867.3289 - mean_absolute_error: 127.3218 - val_loss: 49755.0322 - val_mean_absolute_error: 199.0012 Epoch 371/500 148/148 [==============================] - 0s 74us/step - loss: 27657.7891 - mean_absolute_error: 126.5369 - val_loss: 49441.1123 - val_mean_absolute_error: 198.1951 Epoch 372/500 148/148 [==============================] - 0s 74us/step - loss: 27486.3069 - mean_absolute_error: 125.8976 - val_loss: 49115.5327 - val_mean_absolute_error: 197.3618 Epoch 373/500 148/148 [==============================] - 0s 74us/step - loss: 27301.9277 - mean_absolute_error: 125.2431 - val_loss: 48787.5788 - val_mean_absolute_error: 196.5144 Epoch 374/500 148/148 [==============================] - 0s 88us/step - loss: 27115.0701 - mean_absolute_error: 124.5282 - val_loss: 48454.9673 - val_mean_absolute_error: 195.6460 Epoch 375/500 148/148 [==============================] - 0s 74us/step - loss: 26937.4584 - mean_absolute_error: 123.8473 - val_loss: 48082.4752 - val_mean_absolute_error: 194.6660 Epoch 376/500 148/148 [==============================] - 0s 61us/step - loss: 26740.5325 - mean_absolute_error: 123.1039 - val_loss: 47788.3155 - val_mean_absolute_error: 193.8974 Epoch 377/500 148/148 [==============================] - 0s 74us/step - loss: 26573.2704 - mean_absolute_error: 122.4795 - val_loss: 47426.2009 - val_mean_absolute_error: 192.9598 Epoch 378/500 148/148 [==============================] - 0s 81us/step - loss: 26396.9770 - mean_absolute_error: 121.8270 - val_loss: 47075.0586 - val_mean_absolute_error: 192.0263 Epoch 379/500 148/148 [==============================] - 0s 81us/step - loss: 26217.2535 - mean_absolute_error: 121.1267 - val_loss: 46732.4680 - val_mean_absolute_error: 191.1278 Epoch 380/500 148/148 [==============================] - 0s 68us/step - loss: 26027.2391 - mean_absolute_error: 120.4361 - val_loss: 46349.0981 - val_mean_absolute_error: 190.0912 Epoch 381/500 148/148 [==============================] - 0s 81us/step - loss: 25832.2718 - mean_absolute_error: 119.6390 - val_loss: 46029.2836 - val_mean_absolute_error: 189.2165 Epoch 382/500 148/148 [==============================] - 0s 81us/step - loss: 25659.5902 - mean_absolute_error: 118.9803 - val_loss: 45704.4098 - val_mean_absolute_error: 188.3306 Epoch 383/500 148/148 [==============================] - 0s 88us/step - loss: 25487.1634 - mean_absolute_error: 118.3138 - val_loss: 45372.3688 - val_mean_absolute_error: 187.4096 Epoch 384/500 148/148 [==============================] - 0s 68us/step - loss: 25312.6441 - mean_absolute_error: 117.6137 - val_loss: 45092.4569 - val_mean_absolute_error: 186.6213 Epoch 385/500 148/148 [==============================] - 0s 68us/step - loss: 25153.5023 - mean_absolute_error: 116.9710 - val_loss: 44799.5214 - val_mean_absolute_error: 185.8079 Epoch 386/500 148/148 [==============================] - 0s 74us/step - loss: 24991.0282 - mean_absolute_error: 116.3169 - val_loss: 44472.3733 - val_mean_absolute_error: 184.8720 Epoch 387/500 148/148 [==============================] - 0s 88us/step - loss: 24819.9293 - mean_absolute_error: 115.6454 - val_loss: 44184.6139 - val_mean_absolute_error: 184.0533 Epoch 388/500 148/148 [==============================] - 0s 68us/step - loss: 24661.9452 - mean_absolute_error: 114.9994 - val_loss: 43894.7842 - val_mean_absolute_error: 183.2161 Epoch 389/500 148/148 [==============================] - 0s 81us/step - loss: 24506.3285 - mean_absolute_error: 114.3568 - val_loss: 43550.8869 - val_mean_absolute_error: 182.2343 Epoch 390/500 148/148 [==============================] - 0s 88us/step - loss: 24331.0400 - mean_absolute_error: 113.6550 - val_loss: 43233.0719 - val_mean_absolute_error: 181.2969 Epoch 391/500 148/148 [==============================] - 0s 74us/step - loss: 24163.7756 - mean_absolute_error: 112.9524 - val_loss: 42956.5338 - val_mean_absolute_error: 180.5032 Epoch 392/500 148/148 [==============================] - 0s 81us/step - loss: 24013.9895 - mean_absolute_error: 112.3343 - val_loss: 42647.7291 - val_mean_absolute_error: 179.5908 Epoch 393/500 148/148 [==============================] - 0s 68us/step - loss: 23847.3644 - mean_absolute_error: 111.6352 - val_loss: 42328.7536 - val_mean_absolute_error: 178.6346 Epoch 394/500 148/148 [==============================] - 0s 68us/step - loss: 23680.8057 - mean_absolute_error: 110.8969 - val_loss: 41990.1827 - val_mean_absolute_error: 177.6155 Epoch 395/500 148/148 [==============================] - 0s 81us/step - loss: 23514.6460 - mean_absolute_error: 110.1814 - val_loss: 41667.7889 - val_mean_absolute_error: 176.6684 Epoch 396/500 148/148 [==============================] - 0s 74us/step - loss: 23362.8072 - mean_absolute_error: 109.5570 - val_loss: 41365.5203 - val_mean_absolute_error: 175.7599 Epoch 397/500 148/148 [==============================] - 0s 74us/step - loss: 23206.4000 - mean_absolute_error: 108.8907 - val_loss: 41064.3388 - val_mean_absolute_error: 174.8539 Epoch 398/500 148/148 [==============================] - 0s 81us/step - loss: 23055.3333 - mean_absolute_error: 108.2517 - val_loss: 40765.6897 - val_mean_absolute_error: 173.9278 Epoch 399/500 148/148 [==============================] - 0s 74us/step - loss: 22902.4423 - mean_absolute_error: 107.5644 - val_loss: 40419.3770 - val_mean_absolute_error: 172.8718 Epoch 400/500 148/148 [==============================] - 0s 68us/step - loss: 22730.4613 - mean_absolute_error: 106.8176 - val_loss: 40077.7856 - val_mean_absolute_error: 171.8062 Epoch 401/500 148/148 [==============================] - 0s 61us/step - loss: 22561.4420 - mean_absolute_error: 106.0399 - val_loss: 39813.3206 - val_mean_absolute_error: 170.9877 Epoch 402/500 148/148 [==============================] - 0s 74us/step - loss: 22433.9462 - mean_absolute_error: 105.5058 - val_loss: 39549.7361 - val_mean_absolute_error: 170.1706 Epoch 403/500 148/148 [==============================] - 0s 88us/step - loss: 22302.3274 - mean_absolute_error: 104.9317 - val_loss: 39213.6572 - val_mean_absolute_error: 169.1585 Epoch 404/500 148/148 [==============================] - 0s 61us/step - loss: 22147.4413 - mean_absolute_error: 104.2551 - val_loss: 38959.5436 - val_mean_absolute_error: 168.3565 Epoch 405/500 148/148 [==============================] - 0s 54us/step - loss: 22012.0633 - mean_absolute_error: 103.6825 - val_loss: 38649.4350 - val_mean_absolute_error: 167.4142 Epoch 406/500 148/148 [==============================] - 0s 74us/step - loss: 21876.8351 - mean_absolute_error: 103.0952 - val_loss: 38375.1245 - val_mean_absolute_error: 166.5368 Epoch 407/500 148/148 [==============================] - 0s 61us/step - loss: 21743.1081 - mean_absolute_error: 102.4883 - val_loss: 38085.2777 - val_mean_absolute_error: 165.6105 Epoch 408/500 148/148 [==============================] - 0s 74us/step - loss: 21602.8672 - mean_absolute_error: 101.8544 - val_loss: 37795.7684 - val_mean_absolute_error: 164.6687 Epoch 409/500 148/148 [==============================] - 0s 61us/step - loss: 21465.7085 - mean_absolute_error: 101.2608 - val_loss: 37532.5683 - val_mean_absolute_error: 163.8250 Epoch 410/500 148/148 [==============================] - 0s 68us/step - loss: 21329.7346 - mean_absolute_error: 100.6425 - val_loss: 37290.4066 - val_mean_absolute_error: 163.0354 Epoch 411/500 148/148 [==============================] - 0s 68us/step - loss: 21198.4086 - mean_absolute_error: 100.0651 - val_loss: 37052.5453 - val_mean_absolute_error: 162.2390 Epoch 412/500 148/148 [==============================] - 0s 68us/step - loss: 21086.7672 - mean_absolute_error: 99.5569 - val_loss: 36742.2642 - val_mean_absolute_error: 161.2465 Epoch 413/500 148/148 [==============================] - 0s 61us/step - loss: 20959.7591 - mean_absolute_error: 98.9954 - val_loss: 36428.4164 - val_mean_absolute_error: 160.2342 Epoch 414/500 148/148 [==============================] - 0s 81us/step - loss: 20825.8435 - mean_absolute_error: 98.4423 - val_loss: 36198.8103 - val_mean_absolute_error: 159.4509 Epoch 415/500 148/148 [==============================] - 0s 115us/step - loss: 20717.3136 - mean_absolute_error: 97.9457 - val_loss: 35955.9678 - val_mean_absolute_error: 158.6249 Epoch 416/500 148/148 [==============================] - 0s 108us/step - loss: 20595.4793 - mean_absolute_error: 97.4361 - val_loss: 35804.5047 - val_mean_absolute_error: 158.1150 Epoch 417/500 148/148 [==============================] - 0s 95us/step - loss: 20510.4745 - mean_absolute_error: 97.0746 - val_loss: 35610.6681 - val_mean_absolute_error: 157.4382 Epoch 418/500 148/148 [==============================] - 0s 88us/step - loss: 20419.0300 - mean_absolute_error: 96.6633 - val_loss: 35394.3919 - val_mean_absolute_error: 156.6713 Epoch 419/500 148/148 [==============================] - 0s 95us/step - loss: 20314.7510 - mean_absolute_error: 96.1802 - val_loss: 35161.0275 - val_mean_absolute_error: 155.8473 Epoch 420/500 148/148 [==============================] - 0s 88us/step - loss: 20192.1422 - mean_absolute_error: 95.6093 - val_loss: 34912.9841 - val_mean_absolute_error: 154.9663 Epoch 421/500 148/148 [==============================] - 0s 108us/step - loss: 20081.2362 - mean_absolute_error: 95.0710 - val_loss: 34661.8152 - val_mean_absolute_error: 154.0525 Epoch 422/500 148/148 [==============================] - 0s 108us/step - loss: 19961.0542 - mean_absolute_error: 94.5052 - val_loss: 34363.9198 - val_mean_absolute_error: 152.9857 Epoch 423/500 148/148 [==============================] - 0s 95us/step - loss: 19831.7857 - mean_absolute_error: 93.8974 - val_loss: 34154.3639 - val_mean_absolute_error: 152.2422 Epoch 424/500 148/148 [==============================] - 0s 88us/step - loss: 19731.8915 - mean_absolute_error: 93.3985 - val_loss: 33857.6481 - val_mean_absolute_error: 151.2283 Epoch 425/500 148/148 [==============================] - 0s 115us/step - loss: 19617.0919 - mean_absolute_error: 92.8915 - val_loss: 33622.1208 - val_mean_absolute_error: 150.3679 Epoch 426/500 148/148 [==============================] - 0s 149us/step - loss: 19505.9139 - mean_absolute_error: 92.3180 - val_loss: 33405.1231 - val_mean_absolute_error: 149.5638 Epoch 427/500 148/148 [==============================] - 0s 176us/step - loss: 19404.4747 - mean_absolute_error: 91.8279 - val_loss: 33188.7528 - val_mean_absolute_error: 148.7811 Epoch 428/500 148/148 [==============================] - 0s 155us/step - loss: 19294.8618 - mean_absolute_error: 91.3242 - val_loss: 32945.2073 - val_mean_absolute_error: 147.8496 Epoch 429/500 148/148 [==============================] - 0s 128us/step - loss: 19194.6825 - mean_absolute_error: 90.8001 - val_loss: 32702.5772 - val_mean_absolute_error: 146.9481 Epoch 430/500 148/148 [==============================] - 0s 108us/step - loss: 19087.1037 - mean_absolute_error: 90.2696 - val_loss: 32488.6105 - val_mean_absolute_error: 146.1654 Epoch 431/500 148/148 [==============================] - 0s 101us/step - loss: 18999.8813 - mean_absolute_error: 89.8275 - val_loss: 32272.3233 - val_mean_absolute_error: 145.3604 Epoch 432/500 148/148 [==============================] - 0s 122us/step - loss: 18910.3214 - mean_absolute_error: 89.3928 - val_loss: 32025.4031 - val_mean_absolute_error: 144.4168 Epoch 433/500 148/148 [==============================] - 0s 74us/step - loss: 18802.2189 - mean_absolute_error: 88.8618 - val_loss: 31846.0575 - val_mean_absolute_error: 143.7249 Epoch 434/500 148/148 [==============================] - 0s 88us/step - loss: 18711.4486 - mean_absolute_error: 88.4119 - val_loss: 31649.8094 - val_mean_absolute_error: 142.9705 Epoch 435/500 148/148 [==============================] - 0s 74us/step - loss: 18626.2035 - mean_absolute_error: 87.9594 - val_loss: 31472.2070 - val_mean_absolute_error: 142.2860 Epoch 436/500 148/148 [==============================] - 0s 122us/step - loss: 18548.5929 - mean_absolute_error: 87.5524 - val_loss: 31253.2023 - val_mean_absolute_error: 141.4354 Epoch 437/500 148/148 [==============================] - 0s 101us/step - loss: 18453.2552 - mean_absolute_error: 87.0688 - val_loss: 31060.8225 - val_mean_absolute_error: 140.6752 Epoch 438/500 148/148 [==============================] - 0s 101us/step - loss: 18369.6958 - mean_absolute_error: 86.6176 - val_loss: 30851.1795 - val_mean_absolute_error: 139.9226 Epoch 439/500 148/148 [==============================] - 0s 95us/step - loss: 18288.5596 - mean_absolute_error: 86.2436 - val_loss: 30670.5597 - val_mean_absolute_error: 139.2599 Epoch 440/500 148/148 [==============================] - 0s 95us/step - loss: 18208.1819 - mean_absolute_error: 85.8452 - val_loss: 30495.4866 - val_mean_absolute_error: 138.5989 Epoch 441/500 148/148 [==============================] - 0s 95us/step - loss: 18128.6216 - mean_absolute_error: 85.4444 - val_loss: 30314.6456 - val_mean_absolute_error: 137.9069 Epoch 442/500 148/148 [==============================] - 0s 81us/step - loss: 18049.4880 - mean_absolute_error: 85.0620 - val_loss: 30081.1295 - val_mean_absolute_error: 136.9939 Epoch 443/500 148/148 [==============================] - 0s 74us/step - loss: 17957.2878 - mean_absolute_error: 84.5272 - val_loss: 29938.5945 - val_mean_absolute_error: 136.4505 Epoch 444/500 148/148 [==============================] - 0s 74us/step - loss: 17889.3631 - mean_absolute_error: 84.1843 - val_loss: 29784.4998 - val_mean_absolute_error: 135.8559 Epoch 445/500 148/148 [==============================] - 0s 68us/step - loss: 17824.1855 - mean_absolute_error: 83.8597 - val_loss: 29526.2146 - val_mean_absolute_error: 134.8839 Epoch 446/500 148/148 [==============================] - 0s 68us/step - loss: 17736.2825 - mean_absolute_error: 83.3809 - val_loss: 29367.5713 - val_mean_absolute_error: 134.2734 Epoch 447/500 148/148 [==============================] - 0s 68us/step - loss: 17666.9104 - mean_absolute_error: 83.0315 - val_loss: 29173.0805 - val_mean_absolute_error: 133.4858 Epoch 448/500 148/148 [==============================] - 0s 68us/step - loss: 17584.6583 - mean_absolute_error: 82.6166 - val_loss: 28973.1324 - val_mean_absolute_error: 132.6931 Epoch 449/500 148/148 [==============================] - 0s 68us/step - loss: 17509.9961 - mean_absolute_error: 82.2448 - val_loss: 28841.9062 - val_mean_absolute_error: 132.1890 Epoch 450/500 148/148 [==============================] - 0s 61us/step - loss: 17457.2222 - mean_absolute_error: 81.9889 - val_loss: 28718.3743 - val_mean_absolute_error: 131.7230 Epoch 451/500 148/148 [==============================] - 0s 68us/step - loss: 17393.4458 - mean_absolute_error: 81.6886 - val_loss: 28537.7623 - val_mean_absolute_error: 131.0087 Epoch 452/500 148/148 [==============================] - 0s 61us/step - loss: 17325.7433 - mean_absolute_error: 81.3639 - val_loss: 28427.6698 - val_mean_absolute_error: 130.5984 Epoch 453/500 148/148 [==============================] - 0s 74us/step - loss: 17277.9448 - mean_absolute_error: 81.1044 - val_loss: 28309.2194 - val_mean_absolute_error: 130.1399 Epoch 454/500 148/148 [==============================] - 0s 88us/step - loss: 17220.0372 - mean_absolute_error: 80.8544 - val_loss: 28065.5716 - val_mean_absolute_error: 129.2020 Epoch 455/500 148/148 [==============================] - 0s 68us/step - loss: 17143.1173 - mean_absolute_error: 80.4656 - val_loss: 27938.3609 - val_mean_absolute_error: 128.7215 Epoch 456/500 148/148 [==============================] - 0s 68us/step - loss: 17089.1830 - mean_absolute_error: 80.1941 - val_loss: 27802.4176 - val_mean_absolute_error: 128.1968 Epoch 457/500 148/148 [==============================] - 0s 74us/step - loss: 17033.0985 - mean_absolute_error: 79.9356 - val_loss: 27583.3623 - val_mean_absolute_error: 127.3636 Epoch 458/500 148/148 [==============================] - 0s 74us/step - loss: 16951.6920 - mean_absolute_error: 79.4986 - val_loss: 27444.4933 - val_mean_absolute_error: 126.7990 Epoch 459/500 148/148 [==============================] - 0s 68us/step - loss: 16898.0871 - mean_absolute_error: 79.1886 - val_loss: 27276.2826 - val_mean_absolute_error: 126.1368 Epoch 460/500 148/148 [==============================] - 0s 68us/step - loss: 16840.3095 - mean_absolute_error: 78.9150 - val_loss: 27137.4103 - val_mean_absolute_error: 125.5748 Epoch 461/500 148/148 [==============================] - 0s 68us/step - loss: 16787.5835 - mean_absolute_error: 78.6629 - val_loss: 26934.4464 - val_mean_absolute_error: 124.7864 Epoch 462/500 148/148 [==============================] - 0s 68us/step - loss: 16720.8208 - mean_absolute_error: 78.3571 - val_loss: 26820.1432 - val_mean_absolute_error: 124.3294 Epoch 463/500 148/148 [==============================] - 0s 68us/step - loss: 16678.2397 - mean_absolute_error: 78.1772 - val_loss: 26685.3601 - val_mean_absolute_error: 123.8306 Epoch 464/500 148/148 [==============================] - 0s 68us/step - loss: 16624.5354 - mean_absolute_error: 77.9339 - val_loss: 26578.8270 - val_mean_absolute_error: 123.4358 Epoch 465/500 148/148 [==============================] - 0s 68us/step - loss: 16581.7374 - mean_absolute_error: 77.7275 - val_loss: 26446.1629 - val_mean_absolute_error: 122.9347 Epoch 466/500 148/148 [==============================] - 0s 68us/step - loss: 16535.8521 - mean_absolute_error: 77.5430 - val_loss: 26327.6545 - val_mean_absolute_error: 122.4869 Epoch 467/500 148/148 [==============================] - 0s 74us/step - loss: 16489.0483 - mean_absolute_error: 77.3628 - val_loss: 26181.3660 - val_mean_absolute_error: 121.9121 Epoch 468/500 148/148 [==============================] - 0s 68us/step - loss: 16434.0514 - mean_absolute_error: 77.1212 - val_loss: 26006.9726 - val_mean_absolute_error: 121.2403 Epoch 469/500 148/148 [==============================] - 0s 68us/step - loss: 16375.0323 - mean_absolute_error: 76.9258 - val_loss: 25854.3094 - val_mean_absolute_error: 120.6484 Epoch 470/500 148/148 [==============================] - 0s 68us/step - loss: 16320.0512 - mean_absolute_error: 76.6806 - val_loss: 25794.9712 - val_mean_absolute_error: 120.4265 Epoch 471/500 148/148 [==============================] - 0s 54us/step - loss: 16287.1318 - mean_absolute_error: 76.5578 - val_loss: 25683.0414 - val_mean_absolute_error: 119.9853 Epoch 472/500 148/148 [==============================] - 0s 68us/step - loss: 16244.7781 - mean_absolute_error: 76.4316 - val_loss: 25606.4324 - val_mean_absolute_error: 119.7182 Epoch 473/500 148/148 [==============================] - 0s 74us/step - loss: 16208.1276 - mean_absolute_error: 76.3269 - val_loss: 25514.0684 - val_mean_absolute_error: 119.3691 Epoch 474/500 148/148 [==============================] - 0s 68us/step - loss: 16169.6709 - mean_absolute_error: 76.1708 - val_loss: 25368.5245 - val_mean_absolute_error: 118.7718 Epoch 475/500 148/148 [==============================] - 0s 68us/step - loss: 16119.4258 - mean_absolute_error: 76.0058 - val_loss: 25184.6479 - val_mean_absolute_error: 118.0448 Epoch 476/500 148/148 [==============================] - 0s 61us/step - loss: 16064.1892 - mean_absolute_error: 75.8065 - val_loss: 25078.2700 - val_mean_absolute_error: 117.6268 Epoch 477/500 148/148 [==============================] - 0s 68us/step - loss: 16027.0968 - mean_absolute_error: 75.6727 - val_loss: 25003.3064 - val_mean_absolute_error: 117.3484 Epoch 478/500 148/148 [==============================] - 0s 68us/step - loss: 15995.1260 - mean_absolute_error: 75.5504 - val_loss: 24901.7461 - val_mean_absolute_error: 116.9403 Epoch 479/500 148/148 [==============================] - 0s 74us/step - loss: 15960.4632 - mean_absolute_error: 75.4426 - val_loss: 24775.2616 - val_mean_absolute_error: 116.4753 Epoch 480/500 148/148 [==============================] - 0s 61us/step - loss: 15915.2676 - mean_absolute_error: 75.2770 - val_loss: 24702.8219 - val_mean_absolute_error: 116.1897 Epoch 481/500 148/148 [==============================] - 0s 61us/step - loss: 15886.6335 - mean_absolute_error: 75.1859 - val_loss: 24607.1437 - val_mean_absolute_error: 115.8042 Epoch 482/500 148/148 [==============================] - 0s 68us/step - loss: 15849.3698 - mean_absolute_error: 75.0419 - val_loss: 24502.1738 - val_mean_absolute_error: 115.3786 Epoch 483/500 148/148 [==============================] - 0s 74us/step - loss: 15811.3939 - mean_absolute_error: 74.8819 - val_loss: 24394.0195 - val_mean_absolute_error: 114.9299 Epoch 484/500 148/148 [==============================] - 0s 61us/step - loss: 15775.8191 - mean_absolute_error: 74.7640 - val_loss: 24329.4702 - val_mean_absolute_error: 114.7070 Epoch 485/500 148/148 [==============================] - 0s 61us/step - loss: 15743.0010 - mean_absolute_error: 74.6546 - val_loss: 24240.7947 - val_mean_absolute_error: 114.3648 Epoch 486/500 148/148 [==============================] - 0s 68us/step - loss: 15705.6034 - mean_absolute_error: 74.5423 - val_loss: 24145.8490 - val_mean_absolute_error: 114.0124 Epoch 487/500 148/148 [==============================] - 0s 74us/step - loss: 15666.6783 - mean_absolute_error: 74.4109 - val_loss: 24069.1764 - val_mean_absolute_error: 113.7099 Epoch 488/500 148/148 [==============================] - 0s 68us/step - loss: 15635.5951 - mean_absolute_error: 74.3312 - val_loss: 24013.2458 - val_mean_absolute_error: 113.5217 Epoch 489/500 148/148 [==============================] - 0s 68us/step - loss: 15607.0419 - mean_absolute_error: 74.2410 - val_loss: 23903.1244 - val_mean_absolute_error: 113.0873 Epoch 490/500 148/148 [==============================] - 0s 74us/step - loss: 15573.7186 - mean_absolute_error: 74.1289 - val_loss: 23863.0818 - val_mean_absolute_error: 112.9785 Epoch 491/500 148/148 [==============================] - 0s 68us/step - loss: 15545.4812 - mean_absolute_error: 74.0231 - val_loss: 23799.1990 - val_mean_absolute_error: 112.7421 Epoch 492/500 148/148 [==============================] - 0s 68us/step - loss: 15516.3737 - mean_absolute_error: 73.9419 - val_loss: 23761.5034 - val_mean_absolute_error: 112.6344 Epoch 493/500 148/148 [==============================] - 0s 68us/step - loss: 15489.1223 - mean_absolute_error: 73.8576 - val_loss: 23665.6536 - val_mean_absolute_error: 112.2857 Epoch 494/500 148/148 [==============================] - 0s 74us/step - loss: 15455.7776 - mean_absolute_error: 73.7319 - val_loss: 23539.6090 - val_mean_absolute_error: 111.8123 Epoch 495/500 148/148 [==============================] - 0s 68us/step - loss: 15417.0282 - mean_absolute_error: 73.6091 - val_loss: 23420.7867 - val_mean_absolute_error: 111.3790 Epoch 496/500 148/148 [==============================] - 0s 61us/step - loss: 15382.3305 - mean_absolute_error: 73.4948 - val_loss: 23364.9950 - val_mean_absolute_error: 111.1866 Epoch 497/500 148/148 [==============================] - 0s 74us/step - loss: 15356.7619 - mean_absolute_error: 73.4084 - val_loss: 23344.0111 - val_mean_absolute_error: 111.1540 Epoch 498/500 148/148 [==============================] - 0s 61us/step - loss: 15331.6876 - mean_absolute_error: 73.3222 - val_loss: 23302.3327 - val_mean_absolute_error: 111.0364 Epoch 499/500 148/148 [==============================] - 0s 68us/step - loss: 15306.3831 - mean_absolute_error: 73.2463 - val_loss: 23176.7039 - val_mean_absolute_error: 110.5751 Epoch 500/500 148/148 [==============================] - 0s 68us/step - loss: 15269.9151 - mean_absolute_error: 73.1156 - val_loss: 23090.5561 - val_mean_absolute_error: 110.2872
<keras.callbacks.History at 0x2073cdc50f0>
model.predict(standardized_X_test)
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score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 33us/step
score
[23090.5561328125, 110.28715209960937]
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=1000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/1000 148/148 [==============================] - 0s 74us/step - loss: 15238.3143 - mean_absolute_error: 73.0162 - val_loss: 23003.1161 - val_mean_absolute_error: 109.9772 Epoch 2/1000 148/148 [==============================] - 0s 88us/step - loss: 15205.3869 - mean_absolute_error: 72.8931 - val_loss: 22970.8571 - val_mean_absolute_error: 109.8824 Epoch 3/1000 148/148 [==============================] - 0s 61us/step - loss: 15184.2459 - mean_absolute_error: 72.8295 - val_loss: 22869.7102 - val_mean_absolute_error: 109.5097 Epoch 4/1000 148/148 [==============================] - 0s 68us/step - loss: 15149.9724 - mean_absolute_error: 72.7003 - val_loss: 22780.9672 - val_mean_absolute_error: 109.1906 Epoch 5/1000 148/148 [==============================] - 0s 68us/step - loss: 15119.1181 - mean_absolute_error: 72.5917 - val_loss: 22725.8346 - val_mean_absolute_error: 108.9941 Epoch 6/1000 148/148 [==============================] - 0s 81us/step - loss: 15094.9336 - mean_absolute_error: 72.4975 - val_loss: 22686.0560 - val_mean_absolute_error: 108.8716 Epoch 7/1000 148/148 [==============================] - 0s 81us/step - loss: 15074.0006 - mean_absolute_error: 72.4571 - val_loss: 22632.3303 - val_mean_absolute_error: 108.6919 Epoch 8/1000 148/148 [==============================] - 0s 74us/step - loss: 15047.6864 - mean_absolute_error: 72.3446 - val_loss: 22560.5291 - val_mean_absolute_error: 108.4458 Epoch 9/1000 148/148 [==============================] - 0s 74us/step - loss: 15021.1533 - mean_absolute_error: 72.2820 - val_loss: 22486.1498 - val_mean_absolute_error: 108.1814 Epoch 10/1000 148/148 [==============================] - 0s 74us/step - loss: 14988.8196 - mean_absolute_error: 72.1671 - val_loss: 22438.5006 - val_mean_absolute_error: 108.0380 Epoch 11/1000 148/148 [==============================] - 0s 67us/step - loss: 14958.3764 - mean_absolute_error: 72.0856 - val_loss: 22397.9971 - val_mean_absolute_error: 107.9218 Epoch 12/1000 148/148 [==============================] - 0s 68us/step - loss: 14932.2307 - mean_absolute_error: 71.9999 - val_loss: 22379.8353 - val_mean_absolute_error: 107.9132 Epoch 13/1000 148/148 [==============================] - 0s 81us/step - loss: 14902.9065 - mean_absolute_error: 71.9010 - val_loss: 22339.2564 - val_mean_absolute_error: 107.8246 Epoch 14/1000 148/148 [==============================] - 0s 81us/step - loss: 14868.5049 - mean_absolute_error: 71.7915 - val_loss: 22290.0218 - val_mean_absolute_error: 107.6627 Epoch 15/1000 148/148 [==============================] - 0s 61us/step - loss: 14845.2161 - mean_absolute_error: 71.7171 - val_loss: 22227.9043 - val_mean_absolute_error: 107.4533 Epoch 16/1000 148/148 [==============================] - 0s 68us/step - loss: 14819.0745 - mean_absolute_error: 71.6394 - val_loss: 22166.2059 - val_mean_absolute_error: 107.2424 Epoch 17/1000 148/148 [==============================] - 0s 88us/step - loss: 14791.5488 - mean_absolute_error: 71.5246 - val_loss: 22106.0634 - val_mean_absolute_error: 107.0470 Epoch 18/1000 148/148 [==============================] - 0s 61us/step - loss: 14761.0432 - mean_absolute_error: 71.4193 - val_loss: 22040.3331 - val_mean_absolute_error: 106.8196 Epoch 19/1000 148/148 [==============================] - 0s 88us/step - loss: 14727.2854 - mean_absolute_error: 71.3356 - val_loss: 21983.8084 - val_mean_absolute_error: 106.6300 Epoch 20/1000 148/148 [==============================] - 0s 81us/step - loss: 14700.2250 - mean_absolute_error: 71.2512 - val_loss: 21933.0465 - val_mean_absolute_error: 106.4709 Epoch 21/1000 148/148 [==============================] - 0s 61us/step - loss: 14671.6797 - mean_absolute_error: 71.1372 - val_loss: 21863.7014 - val_mean_absolute_error: 106.2264 Epoch 22/1000 148/148 [==============================] - 0s 68us/step - loss: 14642.3559 - mean_absolute_error: 71.0615 - val_loss: 21820.2352 - val_mean_absolute_error: 106.0767 Epoch 23/1000 148/148 [==============================] - 0s 88us/step - loss: 14620.2847 - mean_absolute_error: 70.9903 - val_loss: 21774.9886 - val_mean_absolute_error: 105.9167 Epoch 24/1000 148/148 [==============================] - 0s 68us/step - loss: 14600.5846 - mean_absolute_error: 70.9431 - val_loss: 21763.6242 - val_mean_absolute_error: 105.9244 Epoch 25/1000 148/148 [==============================] - 0s 74us/step - loss: 14576.5519 - mean_absolute_error: 70.8661 - val_loss: 21732.8650 - val_mean_absolute_error: 105.8535 Epoch 26/1000 148/148 [==============================] - 0s 88us/step - loss: 14551.9555 - mean_absolute_error: 70.7963 - val_loss: 21697.1870 - val_mean_absolute_error: 105.7514 Epoch 27/1000 148/148 [==============================] - 0s 68us/step - loss: 14532.2762 - mean_absolute_error: 70.7515 - val_loss: 21664.6322 - val_mean_absolute_error: 105.6696 Epoch 28/1000 148/148 [==============================] - 0s 68us/step - loss: 14503.7074 - mean_absolute_error: 70.6537 - val_loss: 21650.3193 - val_mean_absolute_error: 105.6829 Epoch 29/1000 148/148 [==============================] - 0s 81us/step - loss: 14481.8742 - mean_absolute_error: 70.6107 - val_loss: 21560.6842 - val_mean_absolute_error: 105.3627 Epoch 30/1000 148/148 [==============================] - 0s 74us/step - loss: 14445.3980 - mean_absolute_error: 70.4966 - val_loss: 21473.2859 - val_mean_absolute_error: 105.0249 Epoch 31/1000 148/148 [==============================] - 0s 61us/step - loss: 14418.1695 - mean_absolute_error: 70.4206 - val_loss: 21452.2746 - val_mean_absolute_error: 104.9707 Epoch 32/1000 148/148 [==============================] - 0s 81us/step - loss: 14401.7066 - mean_absolute_error: 70.3842 - val_loss: 21409.9159 - val_mean_absolute_error: 104.8386 Epoch 33/1000 148/148 [==============================] - 0s 61us/step - loss: 14377.3836 - mean_absolute_error: 70.3054 - val_loss: 21371.6056 - val_mean_absolute_error: 104.7140 Epoch 34/1000 148/148 [==============================] - 0s 68us/step - loss: 14356.4119 - mean_absolute_error: 70.2385 - val_loss: 21307.0156 - val_mean_absolute_error: 104.4992 Epoch 35/1000 148/148 [==============================] - 0s 81us/step - loss: 14328.5885 - mean_absolute_error: 70.1805 - val_loss: 21218.5496 - val_mean_absolute_error: 104.1606 Epoch 36/1000 148/148 [==============================] - 0s 68us/step - loss: 14299.7645 - mean_absolute_error: 70.0966 - val_loss: 21190.0594 - val_mean_absolute_error: 104.0803 Epoch 37/1000 148/148 [==============================] - 0s 68us/step - loss: 14282.0821 - mean_absolute_error: 70.0520 - val_loss: 21139.4629 - val_mean_absolute_error: 103.9106 Epoch 38/1000 148/148 [==============================] - 0s 81us/step - loss: 14261.0117 - mean_absolute_error: 69.9874 - val_loss: 21082.5662 - val_mean_absolute_error: 103.7060 Epoch 39/1000 148/148 [==============================] - 0s 74us/step - loss: 14238.8347 - mean_absolute_error: 69.9430 - val_loss: 21047.2954 - val_mean_absolute_error: 103.5857 Epoch 40/1000 148/148 [==============================] - 0s 74us/step - loss: 14222.3455 - mean_absolute_error: 69.8902 - val_loss: 21000.2055 - val_mean_absolute_error: 103.4507 Epoch 41/1000 148/148 [==============================] - 0s 88us/step - loss: 14193.7939 - mean_absolute_error: 69.8258 - val_loss: 20974.0252 - val_mean_absolute_error: 103.3716 Epoch 42/1000 148/148 [==============================] - 0s 88us/step - loss: 14173.2502 - mean_absolute_error: 69.7643 - val_loss: 20958.8642 - val_mean_absolute_error: 103.3438 Epoch 43/1000 148/148 [==============================] - 0s 61us/step - loss: 14156.4410 - mean_absolute_error: 69.7187 - val_loss: 20933.6428 - val_mean_absolute_error: 103.3137 Epoch 44/1000 148/148 [==============================] - 0s 68us/step - loss: 14128.1101 - mean_absolute_error: 69.6508 - val_loss: 20884.0707 - val_mean_absolute_error: 103.1275 Epoch 45/1000 148/148 [==============================] - 0s 74us/step - loss: 14109.5089 - mean_absolute_error: 69.5916 - val_loss: 20831.5110 - val_mean_absolute_error: 102.9335 Epoch 46/1000 148/148 [==============================] - 0s 74us/step - loss: 14089.5789 - mean_absolute_error: 69.5519 - val_loss: 20811.8828 - val_mean_absolute_error: 102.8829 Epoch 47/1000 148/148 [==============================] - 0s 61us/step - loss: 14073.9843 - mean_absolute_error: 69.5119 - val_loss: 20792.8613 - val_mean_absolute_error: 102.8342 Epoch 48/1000 148/148 [==============================] - 0s 68us/step - loss: 14056.6406 - mean_absolute_error: 69.4637 - val_loss: 20754.1260 - val_mean_absolute_error: 102.7013 Epoch 49/1000 148/148 [==============================] - 0s 68us/step - loss: 14038.9025 - mean_absolute_error: 69.4134 - val_loss: 20719.0889 - val_mean_absolute_error: 102.5894 Epoch 50/1000 148/148 [==============================] - 0s 81us/step - loss: 14018.9148 - mean_absolute_error: 69.3706 - val_loss: 20702.9702 - val_mean_absolute_error: 102.5695 Epoch 51/1000 148/148 [==============================] - 0s 81us/step - loss: 13998.4517 - mean_absolute_error: 69.2879 - val_loss: 20642.9698 - val_mean_absolute_error: 102.3490 Epoch 52/1000 148/148 [==============================] - 0s 68us/step - loss: 13971.4196 - mean_absolute_error: 69.2243 - val_loss: 20627.3732 - val_mean_absolute_error: 102.3301 Epoch 53/1000 148/148 [==============================] - 0s 68us/step - loss: 13953.3899 - mean_absolute_error: 69.1864 - val_loss: 20597.0786 - val_mean_absolute_error: 102.2471 Epoch 54/1000 148/148 [==============================] - 0s 61us/step - loss: 13927.1061 - mean_absolute_error: 69.1066 - val_loss: 20533.4803 - val_mean_absolute_error: 102.0128 Epoch 55/1000 148/148 [==============================] - 0s 74us/step - loss: 13905.1543 - mean_absolute_error: 69.0594 - val_loss: 20509.0932 - val_mean_absolute_error: 101.9582 Epoch 56/1000 148/148 [==============================] - 0s 68us/step - loss: 13880.4284 - mean_absolute_error: 68.9906 - val_loss: 20425.9512 - val_mean_absolute_error: 101.6447 Epoch 57/1000 148/148 [==============================] - 0s 61us/step - loss: 13849.8873 - mean_absolute_error: 68.9013 - val_loss: 20372.9109 - val_mean_absolute_error: 101.4628 Epoch 58/1000 148/148 [==============================] - 0s 74us/step - loss: 13822.5259 - mean_absolute_error: 68.8331 - val_loss: 20362.7226 - val_mean_absolute_error: 101.4708 Epoch 59/1000 148/148 [==============================] - 0s 74us/step - loss: 13803.5283 - mean_absolute_error: 68.7784 - val_loss: 20314.8833 - val_mean_absolute_error: 101.3061 Epoch 60/1000 148/148 [==============================] - 0s 61us/step - loss: 13782.3040 - mean_absolute_error: 68.7257 - val_loss: 20297.7076 - val_mean_absolute_error: 101.2866 Epoch 61/1000 148/148 [==============================] - 0s 68us/step - loss: 13760.8415 - mean_absolute_error: 68.6479 - val_loss: 20296.4563 - val_mean_absolute_error: 101.3429 Epoch 62/1000 148/148 [==============================] - 0s 68us/step - loss: 13737.4311 - mean_absolute_error: 68.5672 - val_loss: 20242.4649 - val_mean_absolute_error: 101.1331 Epoch 63/1000 148/148 [==============================] - 0s 68us/step - loss: 13713.9732 - mean_absolute_error: 68.5195 - val_loss: 20206.3576 - val_mean_absolute_error: 101.0222 Epoch 64/1000 148/148 [==============================] - 0s 74us/step - loss: 13689.2895 - mean_absolute_error: 68.4539 - val_loss: 20178.6422 - val_mean_absolute_error: 100.9351 Epoch 65/1000 148/148 [==============================] - 0s 68us/step - loss: 13671.6620 - mean_absolute_error: 68.4246 - val_loss: 20151.5193 - val_mean_absolute_error: 100.8650 Epoch 66/1000 148/148 [==============================] - 0s 61us/step - loss: 13649.3111 - mean_absolute_error: 68.3519 - val_loss: 20147.3241 - val_mean_absolute_error: 100.9264 Epoch 67/1000 148/148 [==============================] - 0s 74us/step - loss: 13625.7616 - mean_absolute_error: 68.2930 - val_loss: 20142.0952 - val_mean_absolute_error: 100.9616 Epoch 68/1000 148/148 [==============================] - 0s 61us/step - loss: 13608.3296 - mean_absolute_error: 68.2527 - val_loss: 20131.7455 - val_mean_absolute_error: 100.9785 Epoch 69/1000 148/148 [==============================] - 0s 61us/step - loss: 13585.8804 - mean_absolute_error: 68.1869 - val_loss: 20125.9708 - val_mean_absolute_error: 101.0258 Epoch 70/1000 148/148 [==============================] - 0s 68us/step - loss: 13566.6884 - mean_absolute_error: 68.1322 - val_loss: 20084.0374 - val_mean_absolute_error: 100.8931 Epoch 71/1000 148/148 [==============================] - 0s 61us/step - loss: 13541.1014 - mean_absolute_error: 68.0625 - val_loss: 20089.0529 - val_mean_absolute_error: 100.9784 Epoch 72/1000 148/148 [==============================] - 0s 61us/step - loss: 13522.1129 - mean_absolute_error: 68.0282 - val_loss: 20043.5761 - val_mean_absolute_error: 100.8282 Epoch 73/1000 148/148 [==============================] - 0s 68us/step - loss: 13497.4547 - mean_absolute_error: 67.9682 - val_loss: 19981.9292 - val_mean_absolute_error: 100.5821 Epoch 74/1000 148/148 [==============================] - 0s 74us/step - loss: 13473.8158 - mean_absolute_error: 67.9296 - val_loss: 19931.3383 - val_mean_absolute_error: 100.4193 Epoch 75/1000 148/148 [==============================] - 0s 68us/step - loss: 13452.7178 - mean_absolute_error: 67.8656 - val_loss: 19911.2053 - val_mean_absolute_error: 100.3630 Epoch 76/1000 148/148 [==============================] - 0s 74us/step - loss: 13436.0698 - mean_absolute_error: 67.8308 - val_loss: 19896.0772 - val_mean_absolute_error: 100.3415 Epoch 77/1000 148/148 [==============================] - 0s 68us/step - loss: 13418.9554 - mean_absolute_error: 67.7811 - val_loss: 19872.8477 - val_mean_absolute_error: 100.2896 Epoch 78/1000 148/148 [==============================] - 0s 68us/step - loss: 13401.2080 - mean_absolute_error: 67.7440 - val_loss: 19848.3172 - val_mean_absolute_error: 100.2237 Epoch 79/1000 148/148 [==============================] - 0s 68us/step - loss: 13380.3337 - mean_absolute_error: 67.7065 - val_loss: 19803.4445 - val_mean_absolute_error: 100.0705 Epoch 80/1000 148/148 [==============================] - 0s 68us/step - loss: 13353.0792 - mean_absolute_error: 67.6615 - val_loss: 19786.1136 - val_mean_absolute_error: 100.0491 Epoch 81/1000 148/148 [==============================] - 0s 74us/step - loss: 13332.9463 - mean_absolute_error: 67.5962 - val_loss: 19763.9348 - val_mean_absolute_error: 99.9996 Epoch 82/1000 148/148 [==============================] - 0s 68us/step - loss: 13310.8612 - mean_absolute_error: 67.5761 - val_loss: 19750.8305 - val_mean_absolute_error: 99.9859 Epoch 83/1000 148/148 [==============================] - 0s 74us/step - loss: 13292.6257 - mean_absolute_error: 67.5430 - val_loss: 19676.6131 - val_mean_absolute_error: 99.6848 Epoch 84/1000 148/148 [==============================] - 0s 68us/step - loss: 13264.1471 - mean_absolute_error: 67.4835 - val_loss: 19667.3171 - val_mean_absolute_error: 99.6787 Epoch 85/1000 148/148 [==============================] - 0s 81us/step - loss: 13250.5444 - mean_absolute_error: 67.4570 - val_loss: 19638.2027 - val_mean_absolute_error: 99.5828 Epoch 86/1000 148/148 [==============================] - 0s 61us/step - loss: 13234.9310 - mean_absolute_error: 67.4225 - val_loss: 19600.3447 - val_mean_absolute_error: 99.4602 Epoch 87/1000 148/148 [==============================] - 0s 74us/step - loss: 13214.3741 - mean_absolute_error: 67.3816 - val_loss: 19557.8955 - val_mean_absolute_error: 99.3000 Epoch 88/1000 148/148 [==============================] - 0s 61us/step - loss: 13194.7229 - mean_absolute_error: 67.3197 - val_loss: 19513.4386 - val_mean_absolute_error: 99.1620 Epoch 89/1000 148/148 [==============================] - 0s 61us/step - loss: 13169.8042 - mean_absolute_error: 67.2662 - val_loss: 19465.8599 - val_mean_absolute_error: 98.9680 Epoch 90/1000 148/148 [==============================] - 0s 81us/step - loss: 13151.1695 - mean_absolute_error: 67.2139 - val_loss: 19435.4384 - val_mean_absolute_error: 98.8648 Epoch 91/1000 148/148 [==============================] - 0s 68us/step - loss: 13131.9964 - mean_absolute_error: 67.1834 - val_loss: 19395.8625 - val_mean_absolute_error: 98.7186 Epoch 92/1000 148/148 [==============================] - 0s 68us/step - loss: 13111.8093 - mean_absolute_error: 67.1341 - val_loss: 19365.0816 - val_mean_absolute_error: 98.6225 Epoch 93/1000 148/148 [==============================] - 0s 74us/step - loss: 13092.1879 - mean_absolute_error: 67.0894 - val_loss: 19325.5521 - val_mean_absolute_error: 98.4950 Epoch 94/1000 148/148 [==============================] - 0s 61us/step - loss: 13067.7050 - mean_absolute_error: 67.0413 - val_loss: 19313.6914 - val_mean_absolute_error: 98.5045 Epoch 95/1000 148/148 [==============================] - 0s 74us/step - loss: 13049.5965 - mean_absolute_error: 66.9988 - val_loss: 19296.8301 - val_mean_absolute_error: 98.5025 Epoch 96/1000 148/148 [==============================] - 0s 68us/step - loss: 13026.1003 - mean_absolute_error: 66.9287 - val_loss: 19263.8598 - val_mean_absolute_error: 98.4077 Epoch 97/1000 148/148 [==============================] - 0s 88us/step - loss: 13006.8043 - mean_absolute_error: 66.8940 - val_loss: 19257.3865 - val_mean_absolute_error: 98.4617 Epoch 98/1000 148/148 [==============================] - 0s 74us/step - loss: 12984.0044 - mean_absolute_error: 66.8424 - val_loss: 19236.3963 - val_mean_absolute_error: 98.4139 Epoch 99/1000 148/148 [==============================] - 0s 81us/step - loss: 12963.2347 - mean_absolute_error: 66.7944 - val_loss: 19185.7050 - val_mean_absolute_error: 98.2327 Epoch 100/1000 148/148 [==============================] - 0s 81us/step - loss: 12938.6679 - mean_absolute_error: 66.7284 - val_loss: 19151.6177 - val_mean_absolute_error: 98.1269 Epoch 101/1000 148/148 [==============================] - 0s 68us/step - loss: 12914.7311 - mean_absolute_error: 66.6891 - val_loss: 19122.5245 - val_mean_absolute_error: 98.0462 Epoch 102/1000 148/148 [==============================] - 0s 68us/step - loss: 12894.7385 - mean_absolute_error: 66.6285 - val_loss: 19088.1141 - val_mean_absolute_error: 97.9429 Epoch 103/1000 148/148 [==============================] - 0s 74us/step - loss: 12874.5224 - mean_absolute_error: 66.6152 - val_loss: 19094.3430 - val_mean_absolute_error: 98.0424 Epoch 104/1000 148/148 [==============================] - 0s 74us/step - loss: 12853.6051 - mean_absolute_error: 66.5731 - val_loss: 19060.9868 - val_mean_absolute_error: 97.9459 Epoch 105/1000 148/148 [==============================] - 0s 68us/step - loss: 12832.4630 - mean_absolute_error: 66.5359 - val_loss: 19018.3253 - val_mean_absolute_error: 97.8325 Epoch 106/1000 148/148 [==============================] - 0s 68us/step - loss: 12805.8586 - mean_absolute_error: 66.4728 - val_loss: 18998.7404 - val_mean_absolute_error: 97.7897 Epoch 107/1000 148/148 [==============================] - 0s 61us/step - loss: 12787.7080 - mean_absolute_error: 66.4315 - val_loss: 18976.1113 - val_mean_absolute_error: 97.7250 Epoch 108/1000 148/148 [==============================] - 0s 61us/step - loss: 12770.0549 - mean_absolute_error: 66.4118 - val_loss: 18954.2475 - val_mean_absolute_error: 97.6736 Epoch 109/1000 148/148 [==============================] - 0s 61us/step - loss: 12754.7742 - mean_absolute_error: 66.3991 - val_loss: 18930.7572 - val_mean_absolute_error: 97.6082 Epoch 110/1000 148/148 [==============================] - 0s 74us/step - loss: 12733.9775 - mean_absolute_error: 66.3417 - val_loss: 18889.9296 - val_mean_absolute_error: 97.4634 Epoch 111/1000 148/148 [==============================] - 0s 61us/step - loss: 12716.8525 - mean_absolute_error: 66.2932 - val_loss: 18871.2558 - val_mean_absolute_error: 97.4292 Epoch 112/1000 148/148 [==============================] - 0s 74us/step - loss: 12692.7663 - mean_absolute_error: 66.2300 - val_loss: 18826.6048 - val_mean_absolute_error: 97.2645 Epoch 113/1000 148/148 [==============================] - 0s 68us/step - loss: 12673.6095 - mean_absolute_error: 66.2252 - val_loss: 18778.1119 - val_mean_absolute_error: 97.0845 Epoch 114/1000 148/148 [==============================] - 0s 74us/step - loss: 12652.3008 - mean_absolute_error: 66.1709 - val_loss: 18745.7131 - val_mean_absolute_error: 96.9839 Epoch 115/1000 148/148 [==============================] - 0s 68us/step - loss: 12632.0539 - mean_absolute_error: 66.1463 - val_loss: 18701.0568 - val_mean_absolute_error: 96.8555 Epoch 116/1000 148/148 [==============================] - 0s 68us/step - loss: 12601.1755 - mean_absolute_error: 66.0584 - val_loss: 18666.1183 - val_mean_absolute_error: 96.7256 Epoch 117/1000 148/148 [==============================] - 0s 68us/step - loss: 12584.4547 - mean_absolute_error: 66.0341 - val_loss: 18655.3524 - val_mean_absolute_error: 96.7385 Epoch 118/1000 148/148 [==============================] - 0s 74us/step - loss: 12564.7525 - mean_absolute_error: 66.0043 - val_loss: 18642.6614 - val_mean_absolute_error: 96.7167 Epoch 119/1000 148/148 [==============================] - 0s 68us/step - loss: 12549.8668 - mean_absolute_error: 65.9864 - val_loss: 18566.0898 - val_mean_absolute_error: 96.3720 Epoch 120/1000 148/148 [==============================] - 0s 61us/step - loss: 12526.3139 - mean_absolute_error: 65.9220 - val_loss: 18545.4016 - val_mean_absolute_error: 96.3213 Epoch 121/1000 148/148 [==============================] - 0s 68us/step - loss: 12509.0932 - mean_absolute_error: 65.8928 - val_loss: 18518.1281 - val_mean_absolute_error: 96.2416 Epoch 122/1000 148/148 [==============================] - 0s 74us/step - loss: 12491.4471 - mean_absolute_error: 65.8664 - val_loss: 18455.6834 - val_mean_absolute_error: 96.0200 Epoch 123/1000 148/148 [==============================] - 0s 61us/step - loss: 12461.5644 - mean_absolute_error: 65.8111 - val_loss: 18421.0822 - val_mean_absolute_error: 95.8920 Epoch 124/1000 148/148 [==============================] - ETA: 0s - loss: 17718.1836 - mean_absolute_error: 74.98 - 0s 74us/step - loss: 12447.9918 - mean_absolute_error: 65.7902 - val_loss: 18390.2796 - val_mean_absolute_error: 95.7740 Epoch 125/1000 148/148 [==============================] - 0s 68us/step - loss: 12431.0566 - mean_absolute_error: 65.7576 - val_loss: 18380.0227 - val_mean_absolute_error: 95.7886 Epoch 126/1000 148/148 [==============================] - 0s 74us/step - loss: 12413.2074 - mean_absolute_error: 65.7389 - val_loss: 18337.9038 - val_mean_absolute_error: 95.6269 Epoch 127/1000 148/148 [==============================] - 0s 68us/step - loss: 12391.5582 - mean_absolute_error: 65.6929 - val_loss: 18327.3618 - val_mean_absolute_error: 95.6447 Epoch 128/1000 148/148 [==============================] - 0s 61us/step - loss: 12370.7830 - mean_absolute_error: 65.6732 - val_loss: 18314.0855 - val_mean_absolute_error: 95.6420 Epoch 129/1000 148/148 [==============================] - 0s 68us/step - loss: 12349.8181 - mean_absolute_error: 65.6407 - val_loss: 18272.1463 - val_mean_absolute_error: 95.4849 Epoch 130/1000 148/148 [==============================] - 0s 68us/step - loss: 12329.7520 - mean_absolute_error: 65.6096 - val_loss: 18263.2480 - val_mean_absolute_error: 95.5236 Epoch 131/1000 148/148 [==============================] - 0s 68us/step - loss: 12308.0584 - mean_absolute_error: 65.5713 - val_loss: 18238.9551 - val_mean_absolute_error: 95.4583 Epoch 132/1000 148/148 [==============================] - 0s 74us/step - loss: 12286.7657 - mean_absolute_error: 65.5415 - val_loss: 18152.8683 - val_mean_absolute_error: 95.0528 Epoch 133/1000 148/148 [==============================] - 0s 68us/step - loss: 12263.2440 - mean_absolute_error: 65.5147 - val_loss: 18135.4102 - val_mean_absolute_error: 95.0150 Epoch 134/1000 148/148 [==============================] - 0s 68us/step - loss: 12244.9836 - mean_absolute_error: 65.4964 - val_loss: 18107.6760 - val_mean_absolute_error: 94.9436 Epoch 135/1000 148/148 [==============================] - 0s 68us/step - loss: 12222.5071 - mean_absolute_error: 65.4546 - val_loss: 18088.7095 - val_mean_absolute_error: 94.9076 Epoch 136/1000 148/148 [==============================] - 0s 61us/step - loss: 12205.9732 - mean_absolute_error: 65.4242 - val_loss: 18014.2967 - val_mean_absolute_error: 94.5634 Epoch 137/1000 148/148 [==============================] - 0s 61us/step - loss: 12181.4201 - mean_absolute_error: 65.3608 - val_loss: 17995.9862 - val_mean_absolute_error: 94.5248 Epoch 138/1000 148/148 [==============================] - 0s 74us/step - loss: 12161.2374 - mean_absolute_error: 65.3303 - val_loss: 17966.2047 - val_mean_absolute_error: 94.4228 Epoch 139/1000 148/148 [==============================] - 0s 68us/step - loss: 12141.6913 - mean_absolute_error: 65.3042 - val_loss: 17936.3214 - val_mean_absolute_error: 94.3129 Epoch 140/1000 148/148 [==============================] - 0s 68us/step - loss: 12123.6421 - mean_absolute_error: 65.2790 - val_loss: 17908.5496 - val_mean_absolute_error: 94.2288 Epoch 141/1000 148/148 [==============================] - 0s 68us/step - loss: 12106.8596 - mean_absolute_error: 65.2699 - val_loss: 17910.5268 - val_mean_absolute_error: 94.3087 Epoch 142/1000 148/148 [==============================] - 0s 68us/step - loss: 12085.6282 - mean_absolute_error: 65.2223 - val_loss: 17882.5483 - val_mean_absolute_error: 94.2167 Epoch 143/1000 148/148 [==============================] - 0s 68us/step - loss: 12067.1744 - mean_absolute_error: 65.1875 - val_loss: 17861.6951 - val_mean_absolute_error: 94.1651 Epoch 144/1000 148/148 [==============================] - 0s 68us/step - loss: 12047.2959 - mean_absolute_error: 65.1592 - val_loss: 17784.8504 - val_mean_absolute_error: 93.8242 Epoch 145/1000 148/148 [==============================] - 0s 74us/step - loss: 12017.9649 - mean_absolute_error: 65.1037 - val_loss: 17772.9381 - val_mean_absolute_error: 93.8057 Epoch 146/1000 148/148 [==============================] - 0s 74us/step - loss: 12004.7719 - mean_absolute_error: 65.0796 - val_loss: 17758.5275 - val_mean_absolute_error: 93.7776 Epoch 147/1000 148/148 [==============================] - 0s 74us/step - loss: 11990.3860 - mean_absolute_error: 65.0673 - val_loss: 17728.5969 - val_mean_absolute_error: 93.6627 Epoch 148/1000 148/148 [==============================] - 0s 68us/step - loss: 11971.8666 - mean_absolute_error: 65.0412 - val_loss: 17670.3386 - val_mean_absolute_error: 93.4045 Epoch 149/1000 148/148 [==============================] - 0s 74us/step - loss: 11946.2556 - mean_absolute_error: 64.9779 - val_loss: 17639.9716 - val_mean_absolute_error: 93.2886 Epoch 150/1000 148/148 [==============================] - 0s 74us/step - loss: 11929.9219 - mean_absolute_error: 64.9493 - val_loss: 17608.5610 - val_mean_absolute_error: 93.1751 Epoch 151/1000 148/148 [==============================] - 0s 68us/step - loss: 11914.0104 - mean_absolute_error: 64.9287 - val_loss: 17553.0589 - val_mean_absolute_error: 92.9051 Epoch 152/1000 148/148 [==============================] - 0s 74us/step - loss: 11894.4983 - mean_absolute_error: 64.8747 - val_loss: 17530.3160 - val_mean_absolute_error: 92.8232 Epoch 153/1000 148/148 [==============================] - 0s 68us/step - loss: 11877.8918 - mean_absolute_error: 64.8517 - val_loss: 17478.1576 - val_mean_absolute_error: 92.5800 Epoch 154/1000 148/148 [==============================] - 0s 68us/step - loss: 11853.9153 - mean_absolute_error: 64.8097 - val_loss: 17446.7684 - val_mean_absolute_error: 92.4821 Epoch 155/1000 148/148 [==============================] - 0s 74us/step - loss: 11831.6756 - mean_absolute_error: 64.7516 - val_loss: 17433.0145 - val_mean_absolute_error: 92.4471 Epoch 156/1000 148/148 [==============================] - 0s 68us/step - loss: 11819.6501 - mean_absolute_error: 64.7309 - val_loss: 17385.4505 - val_mean_absolute_error: 92.2071 Epoch 157/1000 148/148 [==============================] - 0s 68us/step - loss: 11801.8952 - mean_absolute_error: 64.6997 - val_loss: 17343.4451 - val_mean_absolute_error: 92.0211 Epoch 158/1000 148/148 [==============================] - 0s 74us/step - loss: 11779.7266 - mean_absolute_error: 64.6548 - val_loss: 17327.4452 - val_mean_absolute_error: 91.9709 Epoch 159/1000 148/148 [==============================] - 0s 61us/step - loss: 11767.3881 - mean_absolute_error: 64.6265 - val_loss: 17312.7444 - val_mean_absolute_error: 91.9255 Epoch 160/1000 148/148 [==============================] - 0s 61us/step - loss: 11753.3527 - mean_absolute_error: 64.6213 - val_loss: 17263.4456 - val_mean_absolute_error: 91.6734 Epoch 161/1000 148/148 [==============================] - 0s 74us/step - loss: 11732.4488 - mean_absolute_error: 64.5647 - val_loss: 17243.0171 - val_mean_absolute_error: 91.6096 Epoch 162/1000 148/148 [==============================] - 0s 68us/step - loss: 11718.2910 - mean_absolute_error: 64.5468 - val_loss: 17221.3177 - val_mean_absolute_error: 91.5332 Epoch 163/1000 148/148 [==============================] - 0s 61us/step - loss: 11701.0630 - mean_absolute_error: 64.5112 - val_loss: 17190.6992 - val_mean_absolute_error: 91.4621 Epoch 164/1000 148/148 [==============================] - 0s 61us/step - loss: 11677.0195 - mean_absolute_error: 64.4785 - val_loss: 17175.2140 - val_mean_absolute_error: 91.4495 Epoch 165/1000 148/148 [==============================] - 0s 61us/step - loss: 11656.3427 - mean_absolute_error: 64.4506 - val_loss: 17149.8707 - val_mean_absolute_error: 91.3508 Epoch 166/1000 148/148 [==============================] - 0s 68us/step - loss: 11639.6077 - mean_absolute_error: 64.4258 - val_loss: 17124.5449 - val_mean_absolute_error: 91.2619 Epoch 167/1000 148/148 [==============================] - 0s 81us/step - loss: 11622.4951 - mean_absolute_error: 64.3959 - val_loss: 17098.3053 - val_mean_absolute_error: 91.1710 Epoch 168/1000 148/148 [==============================] - 0s 68us/step - loss: 11599.9139 - mean_absolute_error: 64.3574 - val_loss: 17049.3262 - val_mean_absolute_error: 90.9527 Epoch 169/1000 148/148 [==============================] - 0s 68us/step - loss: 11574.9131 - mean_absolute_error: 64.3217 - val_loss: 17055.8721 - val_mean_absolute_error: 91.0534 Epoch 170/1000 148/148 [==============================] - 0s 61us/step - loss: 11560.7675 - mean_absolute_error: 64.2855 - val_loss: 17026.5731 - val_mean_absolute_error: 90.9113 Epoch 171/1000 148/148 [==============================] - 0s 68us/step - loss: 11549.0357 - mean_absolute_error: 64.2620 - val_loss: 16995.7187 - val_mean_absolute_error: 90.8186 Epoch 172/1000 148/148 [==============================] - 0s 74us/step - loss: 11525.5187 - mean_absolute_error: 64.2169 - val_loss: 16995.0365 - val_mean_absolute_error: 90.8636 Epoch 173/1000 148/148 [==============================] - 0s 74us/step - loss: 11513.6075 - mean_absolute_error: 64.2095 - val_loss: 16960.2297 - val_mean_absolute_error: 90.7081 Epoch 174/1000 148/148 [==============================] - 0s 74us/step - loss: 11494.3228 - mean_absolute_error: 64.1817 - val_loss: 16949.8578 - val_mean_absolute_error: 90.6840 Epoch 175/1000 148/148 [==============================] - 0s 74us/step - loss: 11485.0408 - mean_absolute_error: 64.1725 - val_loss: 16932.7682 - val_mean_absolute_error: 90.6458 Epoch 176/1000 148/148 [==============================] - 0s 61us/step - loss: 11473.0685 - mean_absolute_error: 64.1550 - val_loss: 16911.2292 - val_mean_absolute_error: 90.5732 Epoch 177/1000 148/148 [==============================] - 0s 74us/step - loss: 11455.5369 - mean_absolute_error: 64.1095 - val_loss: 16863.2926 - val_mean_absolute_error: 90.3086 Epoch 178/1000 148/148 [==============================] - 0s 61us/step - loss: 11438.2831 - mean_absolute_error: 64.0772 - val_loss: 16831.5365 - val_mean_absolute_error: 90.1921 Epoch 179/1000 148/148 [==============================] - 0s 68us/step - loss: 11418.9513 - mean_absolute_error: 64.0378 - val_loss: 16818.9865 - val_mean_absolute_error: 90.1687 Epoch 180/1000 148/148 [==============================] - 0s 68us/step - loss: 11402.3121 - mean_absolute_error: 64.0169 - val_loss: 16801.8950 - val_mean_absolute_error: 90.1107 Epoch 181/1000 148/148 [==============================] - 0s 61us/step - loss: 11389.2432 - mean_absolute_error: 64.0013 - val_loss: 16772.6207 - val_mean_absolute_error: 89.9762 Epoch 182/1000 148/148 [==============================] - 0s 74us/step - loss: 11373.4430 - mean_absolute_error: 63.9655 - val_loss: 16769.7906 - val_mean_absolute_error: 90.0239 Epoch 183/1000 148/148 [==============================] - 0s 61us/step - loss: 11357.3532 - mean_absolute_error: 63.9317 - val_loss: 16719.8570 - val_mean_absolute_error: 89.8129 Epoch 184/1000 148/148 [==============================] - 0s 74us/step - loss: 11331.0195 - mean_absolute_error: 63.8965 - val_loss: 16714.7664 - val_mean_absolute_error: 89.8353 Epoch 185/1000 148/148 [==============================] - 0s 61us/step - loss: 11317.9446 - mean_absolute_error: 63.8655 - val_loss: 16680.7298 - val_mean_absolute_error: 89.6930 Epoch 186/1000 148/148 [==============================] - 0s 74us/step - loss: 11297.3519 - mean_absolute_error: 63.8386 - val_loss: 16677.9786 - val_mean_absolute_error: 89.7393 Epoch 187/1000 148/148 [==============================] - 0s 68us/step - loss: 11282.2844 - mean_absolute_error: 63.8108 - val_loss: 16651.7797 - val_mean_absolute_error: 89.6294 Epoch 188/1000 148/148 [==============================] - 0s 61us/step - loss: 11264.3654 - mean_absolute_error: 63.7678 - val_loss: 16605.2271 - val_mean_absolute_error: 89.4222 Epoch 189/1000 148/148 [==============================] - 0s 74us/step - loss: 11243.4658 - mean_absolute_error: 63.7393 - val_loss: 16594.7124 - val_mean_absolute_error: 89.4445 Epoch 190/1000 148/148 [==============================] - 0s 68us/step - loss: 11227.0524 - mean_absolute_error: 63.7288 - val_loss: 16579.3870 - val_mean_absolute_error: 89.3946 Epoch 191/1000 148/148 [==============================] - 0s 74us/step - loss: 11213.3370 - mean_absolute_error: 63.6971 - val_loss: 16534.5873 - val_mean_absolute_error: 89.1919 Epoch 192/1000 148/148 [==============================] - 0s 74us/step - loss: 11194.4088 - mean_absolute_error: 63.6770 - val_loss: 16515.9710 - val_mean_absolute_error: 89.1222 Epoch 193/1000 148/148 [==============================] - 0s 61us/step - loss: 11179.4758 - mean_absolute_error: 63.6527 - val_loss: 16512.0196 - val_mean_absolute_error: 89.1683 Epoch 194/1000 148/148 [==============================] - 0s 68us/step - loss: 11163.7246 - mean_absolute_error: 63.6084 - val_loss: 16499.8707 - val_mean_absolute_error: 89.1525 Epoch 195/1000 148/148 [==============================] - 0s 81us/step - loss: 11147.3279 - mean_absolute_error: 63.5726 - val_loss: 16478.7413 - val_mean_absolute_error: 89.0958 Epoch 196/1000 148/148 [==============================] - 0s 68us/step - loss: 11127.8540 - mean_absolute_error: 63.5418 - val_loss: 16431.2795 - val_mean_absolute_error: 88.8480 Epoch 197/1000 148/148 [==============================] - 0s 61us/step - loss: 11103.0642 - mean_absolute_error: 63.4732 - val_loss: 16413.4784 - val_mean_absolute_error: 88.8047 Epoch 198/1000 148/148 [==============================] - 0s 68us/step - loss: 11085.5259 - mean_absolute_error: 63.4603 - val_loss: 16382.0802 - val_mean_absolute_error: 88.6716 Epoch 199/1000 148/148 [==============================] - 0s 68us/step - loss: 11064.6964 - mean_absolute_error: 63.4405 - val_loss: 16360.3584 - val_mean_absolute_error: 88.5824 Epoch 200/1000 148/148 [==============================] - 0s 68us/step - loss: 11047.2086 - mean_absolute_error: 63.3918 - val_loss: 16332.1261 - val_mean_absolute_error: 88.4707 Epoch 201/1000 148/148 [==============================] - 0s 74us/step - loss: 11029.7715 - mean_absolute_error: 63.3864 - val_loss: 16284.4442 - val_mean_absolute_error: 88.2784 Epoch 202/1000 148/148 [==============================] - 0s 61us/step - loss: 11004.9423 - mean_absolute_error: 63.3301 - val_loss: 16266.7875 - val_mean_absolute_error: 88.2523 Epoch 203/1000 148/148 [==============================] - 0s 68us/step - loss: 10986.0826 - mean_absolute_error: 63.2952 - val_loss: 16254.1024 - val_mean_absolute_error: 88.2596 Epoch 204/1000 148/148 [==============================] - 0s 74us/step - loss: 10966.1676 - mean_absolute_error: 63.2635 - val_loss: 16242.5455 - val_mean_absolute_error: 88.2270 Epoch 205/1000 148/148 [==============================] - 0s 61us/step - loss: 10953.7241 - mean_absolute_error: 63.2377 - val_loss: 16205.2131 - val_mean_absolute_error: 88.0351 Epoch 206/1000 148/148 [==============================] - 0s 61us/step - loss: 10940.3223 - mean_absolute_error: 63.2218 - val_loss: 16175.9174 - val_mean_absolute_error: 87.9495 Epoch 207/1000 148/148 [==============================] - 0s 74us/step - loss: 10917.4567 - mean_absolute_error: 63.1751 - val_loss: 16155.1282 - val_mean_absolute_error: 87.8653 Epoch 208/1000 148/148 [==============================] - 0s 61us/step - loss: 10904.4871 - mean_absolute_error: 63.1589 - val_loss: 16131.9386 - val_mean_absolute_error: 87.7505 Epoch 209/1000 148/148 [==============================] - 0s 61us/step - loss: 10894.8266 - mean_absolute_error: 63.1388 - val_loss: 16127.2775 - val_mean_absolute_error: 87.7643 Epoch 210/1000 148/148 [==============================] - 0s 68us/step - loss: 10877.9823 - mean_absolute_error: 63.1022 - val_loss: 16116.4352 - val_mean_absolute_error: 87.7493 Epoch 211/1000 148/148 [==============================] - 0s 68us/step - loss: 10865.2965 - mean_absolute_error: 63.0885 - val_loss: 16093.9338 - val_mean_absolute_error: 87.6505 Epoch 212/1000 148/148 [==============================] - 0s 68us/step - loss: 10850.7454 - mean_absolute_error: 63.0630 - val_loss: 16067.1136 - val_mean_absolute_error: 87.5515 Epoch 213/1000 148/148 [==============================] - 0s 74us/step - loss: 10832.4890 - mean_absolute_error: 63.0410 - val_loss: 16031.0417 - val_mean_absolute_error: 87.3734 Epoch 214/1000 148/148 [==============================] - 0s 68us/step - loss: 10812.5202 - mean_absolute_error: 62.9985 - val_loss: 16009.1356 - val_mean_absolute_error: 87.2690 Epoch 215/1000 148/148 [==============================] - 0s 81us/step - loss: 10804.2009 - mean_absolute_error: 63.0139 - val_loss: 15998.0184 - val_mean_absolute_error: 87.2689 Epoch 216/1000 148/148 [==============================] - 0s 74us/step - loss: 10780.3661 - mean_absolute_error: 62.9443 - val_loss: 15958.8831 - val_mean_absolute_error: 87.0641 Epoch 217/1000 148/148 [==============================] - 0s 88us/step - loss: 10760.5146 - mean_absolute_error: 62.9155 - val_loss: 15933.3013 - val_mean_absolute_error: 86.9601 Epoch 218/1000 148/148 [==============================] - 0s 68us/step - loss: 10746.9887 - mean_absolute_error: 62.8974 - val_loss: 15905.9898 - val_mean_absolute_error: 86.8143 Epoch 219/1000 148/148 [==============================] - 0s 68us/step - loss: 10735.0879 - mean_absolute_error: 62.8934 - val_loss: 15876.5807 - val_mean_absolute_error: 86.6624 Epoch 220/1000 148/148 [==============================] - 0s 68us/step - loss: 10720.4788 - mean_absolute_error: 62.8705 - val_loss: 15869.3972 - val_mean_absolute_error: 86.7057 Epoch 221/1000 148/148 [==============================] - 0s 74us/step - loss: 10701.9725 - mean_absolute_error: 62.8188 - val_loss: 15859.8367 - val_mean_absolute_error: 86.7111 Epoch 222/1000 148/148 [==============================] - 0s 61us/step - loss: 10684.0108 - mean_absolute_error: 62.7802 - val_loss: 15807.0358 - val_mean_absolute_error: 86.4328 Epoch 223/1000 148/148 [==============================] - 0s 68us/step - loss: 10658.6571 - mean_absolute_error: 62.7447 - val_loss: 15799.0650 - val_mean_absolute_error: 86.4337 Epoch 224/1000 148/148 [==============================] - 0s 61us/step - loss: 10645.8967 - mean_absolute_error: 62.7445 - val_loss: 15758.5493 - val_mean_absolute_error: 86.2249 Epoch 225/1000 148/148 [==============================] - 0s 61us/step - loss: 10624.0614 - mean_absolute_error: 62.6822 - val_loss: 15742.5477 - val_mean_absolute_error: 86.1687 Epoch 226/1000 148/148 [==============================] - 0s 68us/step - loss: 10611.0291 - mean_absolute_error: 62.6577 - val_loss: 15721.4780 - val_mean_absolute_error: 86.0996 Epoch 227/1000 148/148 [==============================] - 0s 61us/step - loss: 10594.3093 - mean_absolute_error: 62.6416 - val_loss: 15703.7602 - val_mean_absolute_error: 86.0737 Epoch 228/1000 148/148 [==============================] - 0s 61us/step - loss: 10575.2650 - mean_absolute_error: 62.6253 - val_loss: 15674.3237 - val_mean_absolute_error: 85.9543 Epoch 229/1000 148/148 [==============================] - 0s 68us/step - loss: 10559.0158 - mean_absolute_error: 62.5851 - val_loss: 15653.5772 - val_mean_absolute_error: 85.8724 Epoch 230/1000 148/148 [==============================] - 0s 74us/step - loss: 10546.8719 - mean_absolute_error: 62.5545 - val_loss: 15635.6362 - val_mean_absolute_error: 85.8323 Epoch 231/1000 148/148 [==============================] - 0s 61us/step - loss: 10525.3045 - mean_absolute_error: 62.5229 - val_loss: 15613.2899 - val_mean_absolute_error: 85.7643 Epoch 232/1000 148/148 [==============================] - 0s 68us/step - loss: 10505.4213 - mean_absolute_error: 62.4780 - val_loss: 15562.2650 - val_mean_absolute_error: 85.5038 Epoch 233/1000 148/148 [==============================] - 0s 74us/step - loss: 10481.7706 - mean_absolute_error: 62.4353 - val_loss: 15525.8568 - val_mean_absolute_error: 85.2990 Epoch 234/1000 148/148 [==============================] - 0s 81us/step - loss: 10464.5807 - mean_absolute_error: 62.3976 - val_loss: 15489.9765 - val_mean_absolute_error: 85.1345 Epoch 235/1000 148/148 [==============================] - 0s 74us/step - loss: 10449.0867 - mean_absolute_error: 62.3756 - val_loss: 15473.6636 - val_mean_absolute_error: 85.0966 Epoch 236/1000 148/148 [==============================] - 0s 61us/step - loss: 10434.2380 - mean_absolute_error: 62.3670 - val_loss: 15446.0103 - val_mean_absolute_error: 84.9753 Epoch 237/1000 148/148 [==============================] - 0s 68us/step - loss: 10415.8947 - mean_absolute_error: 62.3310 - val_loss: 15442.2234 - val_mean_absolute_error: 85.0262 Epoch 238/1000 148/148 [==============================] - 0s 61us/step - loss: 10397.6623 - mean_absolute_error: 62.2997 - val_loss: 15419.7873 - val_mean_absolute_error: 84.9429 Epoch 239/1000 148/148 [==============================] - 0s 61us/step - loss: 10383.2462 - mean_absolute_error: 62.2878 - val_loss: 15398.5558 - val_mean_absolute_error: 84.8696 Epoch 240/1000 148/148 [==============================] - 0s 68us/step - loss: 10363.7721 - mean_absolute_error: 62.2305 - val_loss: 15397.1122 - val_mean_absolute_error: 84.9627 Epoch 241/1000 148/148 [==============================] - 0s 61us/step - loss: 10340.4602 - mean_absolute_error: 62.2167 - val_loss: 15370.9846 - val_mean_absolute_error: 84.8938 Epoch 242/1000 148/148 [==============================] - 0s 68us/step - loss: 10319.0444 - mean_absolute_error: 62.1812 - val_loss: 15361.8191 - val_mean_absolute_error: 84.8881 Epoch 243/1000 148/148 [==============================] - 0s 68us/step - loss: 10304.7037 - mean_absolute_error: 62.1457 - val_loss: 15338.2171 - val_mean_absolute_error: 84.7742 Epoch 244/1000 148/148 [==============================] - 0s 68us/step - loss: 10290.1493 - mean_absolute_error: 62.1284 - val_loss: 15307.9531 - val_mean_absolute_error: 84.6234 Epoch 245/1000 148/148 [==============================] - 0s 61us/step - loss: 10275.1678 - mean_absolute_error: 62.1006 - val_loss: 15271.0378 - val_mean_absolute_error: 84.4622 Epoch 246/1000 148/148 [==============================] - 0s 74us/step - loss: 10250.8077 - mean_absolute_error: 62.0535 - val_loss: 15275.4606 - val_mean_absolute_error: 84.5633 Epoch 247/1000 148/148 [==============================] - 0s 61us/step - loss: 10233.3603 - mean_absolute_error: 62.0330 - val_loss: 15228.7600 - val_mean_absolute_error: 84.3049 Epoch 248/1000 148/148 [==============================] - 0s 81us/step - loss: 10215.2592 - mean_absolute_error: 62.0216 - val_loss: 15219.9021 - val_mean_absolute_error: 84.3005 Epoch 249/1000 148/148 [==============================] - 0s 74us/step - loss: 10198.9447 - mean_absolute_error: 61.9796 - val_loss: 15179.7894 - val_mean_absolute_error: 84.0935 Epoch 250/1000 148/148 [==============================] - 0s 74us/step - loss: 10178.6927 - mean_absolute_error: 61.9456 - val_loss: 15159.5201 - val_mean_absolute_error: 84.0053 Epoch 251/1000 148/148 [==============================] - 0s 61us/step - loss: 10164.5224 - mean_absolute_error: 61.9270 - val_loss: 15150.8242 - val_mean_absolute_error: 84.0246 Epoch 252/1000 148/148 [==============================] - 0s 88us/step - loss: 10147.4695 - mean_absolute_error: 61.8942 - val_loss: 15108.2648 - val_mean_absolute_error: 83.8152 Epoch 253/1000 148/148 [==============================] - ETA: 0s - loss: 5069.4746 - mean_absolute_error: 47.825 - 0s 68us/step - loss: 10124.3444 - mean_absolute_error: 61.8673 - val_loss: 15067.1129 - val_mean_absolute_error: 83.5814 Epoch 254/1000 148/148 [==============================] - 0s 61us/step - loss: 10105.8686 - mean_absolute_error: 61.8306 - val_loss: 15044.0319 - val_mean_absolute_error: 83.4702 Epoch 255/1000 148/148 [==============================] - 0s 68us/step - loss: 10093.1468 - mean_absolute_error: 61.8174 - val_loss: 15018.7544 - val_mean_absolute_error: 83.3799 Epoch 256/1000 148/148 [==============================] - 0s 61us/step - loss: 10076.1010 - mean_absolute_error: 61.7946 - val_loss: 15005.7401 - val_mean_absolute_error: 83.3863 Epoch 257/1000 148/148 [==============================] - 0s 61us/step - loss: 10053.5501 - mean_absolute_error: 61.7536 - val_loss: 14993.6282 - val_mean_absolute_error: 83.3555 Epoch 258/1000 148/148 [==============================] - 0s 68us/step - loss: 10042.0027 - mean_absolute_error: 61.7329 - val_loss: 14970.1988 - val_mean_absolute_error: 83.2563 Epoch 259/1000 148/148 [==============================] - 0s 68us/step - loss: 10027.2379 - mean_absolute_error: 61.7054 - val_loss: 14940.4975 - val_mean_absolute_error: 83.1487 Epoch 260/1000 148/148 [==============================] - 0s 61us/step - loss: 10005.2544 - mean_absolute_error: 61.6703 - val_loss: 14912.3210 - val_mean_absolute_error: 82.9843 Epoch 261/1000 148/148 [==============================] - 0s 74us/step - loss: 9991.0086 - mean_absolute_error: 61.6435 - val_loss: 14903.9572 - val_mean_absolute_error: 82.9717 Epoch 262/1000 148/148 [==============================] - 0s 68us/step - loss: 9979.7702 - mean_absolute_error: 61.6342 - val_loss: 14894.1543 - val_mean_absolute_error: 82.9768 Epoch 263/1000 148/148 [==============================] - 0s 68us/step - loss: 9966.0766 - mean_absolute_error: 61.5975 - val_loss: 14866.2383 - val_mean_absolute_error: 82.8879 Epoch 264/1000 148/148 [==============================] - 0s 68us/step - loss: 9943.0663 - mean_absolute_error: 61.5552 - val_loss: 14835.6945 - val_mean_absolute_error: 82.7475 Epoch 265/1000 148/148 [==============================] - 0s 61us/step - loss: 9924.1121 - mean_absolute_error: 61.5299 - val_loss: 14829.0603 - val_mean_absolute_error: 82.7769 Epoch 266/1000 148/148 [==============================] - 0s 61us/step - loss: 9908.8150 - mean_absolute_error: 61.4957 - val_loss: 14813.6117 - val_mean_absolute_error: 82.7273 Epoch 267/1000 148/148 [==============================] - 0s 68us/step - loss: 9895.4283 - mean_absolute_error: 61.4893 - val_loss: 14794.6563 - val_mean_absolute_error: 82.6747 Epoch 268/1000 148/148 [==============================] - 0s 68us/step - loss: 9877.3579 - mean_absolute_error: 61.4386 - val_loss: 14780.3113 - val_mean_absolute_error: 82.6333 Epoch 269/1000 148/148 [==============================] - 0s 68us/step - loss: 9862.5897 - mean_absolute_error: 61.4134 - val_loss: 14743.7475 - val_mean_absolute_error: 82.4337 Epoch 270/1000 148/148 [==============================] - 0s 68us/step - loss: 9842.9816 - mean_absolute_error: 61.3828 - val_loss: 14728.4575 - val_mean_absolute_error: 82.3835 Epoch 271/1000 148/148 [==============================] - 0s 61us/step - loss: 9830.9695 - mean_absolute_error: 61.3691 - val_loss: 14721.8730 - val_mean_absolute_error: 82.4107 Epoch 272/1000 148/148 [==============================] - 0s 61us/step - loss: 9814.3546 - mean_absolute_error: 61.3386 - val_loss: 14692.8349 - val_mean_absolute_error: 82.2922 Epoch 273/1000 148/148 [==============================] - 0s 61us/step - loss: 9790.2013 - mean_absolute_error: 61.2915 - val_loss: 14687.2537 - val_mean_absolute_error: 82.3117 Epoch 274/1000 148/148 [==============================] - 0s 68us/step - loss: 9781.8011 - mean_absolute_error: 61.2721 - val_loss: 14680.0938 - val_mean_absolute_error: 82.3235 Epoch 275/1000 148/148 [==============================] - 0s 68us/step - loss: 9766.3471 - mean_absolute_error: 61.2374 - val_loss: 14661.9627 - val_mean_absolute_error: 82.2558 Epoch 276/1000 148/148 [==============================] - 0s 68us/step - loss: 9751.6743 - mean_absolute_error: 61.2075 - val_loss: 14619.8967 - val_mean_absolute_error: 81.9786 Epoch 277/1000 148/148 [==============================] - 0s 68us/step - loss: 9735.7647 - mean_absolute_error: 61.1717 - val_loss: 14600.3436 - val_mean_absolute_error: 81.9029 Epoch 278/1000 148/148 [==============================] - 0s 61us/step - loss: 9721.6565 - mean_absolute_error: 61.1631 - val_loss: 14579.8215 - val_mean_absolute_error: 81.8174 Epoch 279/1000 148/148 [==============================] - 0s 68us/step - loss: 9703.2220 - mean_absolute_error: 61.1143 - val_loss: 14539.1631 - val_mean_absolute_error: 81.6197 Epoch 280/1000 148/148 [==============================] - 0s 61us/step - loss: 9678.2241 - mean_absolute_error: 61.0889 - val_loss: 14520.6517 - val_mean_absolute_error: 81.5586 Epoch 281/1000 148/148 [==============================] - 0s 68us/step - loss: 9663.7073 - mean_absolute_error: 61.0725 - val_loss: 14518.4502 - val_mean_absolute_error: 81.6193 Epoch 282/1000 148/148 [==============================] - 0s 68us/step - loss: 9646.9072 - mean_absolute_error: 61.0332 - val_loss: 14514.2404 - val_mean_absolute_error: 81.6376 Epoch 283/1000 148/148 [==============================] - 0s 68us/step - loss: 9637.5183 - mean_absolute_error: 61.0247 - val_loss: 14509.2726 - val_mean_absolute_error: 81.6787 Epoch 284/1000 148/148 [==============================] - 0s 68us/step - loss: 9619.7537 - mean_absolute_error: 60.9801 - val_loss: 14483.1554 - val_mean_absolute_error: 81.5534 Epoch 285/1000 148/148 [==============================] - 0s 74us/step - loss: 9603.7930 - mean_absolute_error: 60.9454 - val_loss: 14462.8078 - val_mean_absolute_error: 81.5454 Epoch 286/1000 148/148 [==============================] - 0s 61us/step - loss: 9577.0537 - mean_absolute_error: 60.9049 - val_loss: 14447.6404 - val_mean_absolute_error: 81.4822 Epoch 287/1000 148/148 [==============================] - 0s 68us/step - loss: 9565.1852 - mean_absolute_error: 60.8832 - val_loss: 14417.5998 - val_mean_absolute_error: 81.3116 Epoch 288/1000 148/148 [==============================] - 0s 68us/step - loss: 9547.9679 - mean_absolute_error: 60.8408 - val_loss: 14398.7159 - val_mean_absolute_error: 81.2529 Epoch 289/1000 148/148 [==============================] - 0s 68us/step - loss: 9532.5813 - mean_absolute_error: 60.8164 - val_loss: 14360.7757 - val_mean_absolute_error: 81.0404 Epoch 290/1000 148/148 [==============================] - 0s 68us/step - loss: 9510.0688 - mean_absolute_error: 60.7841 - val_loss: 14334.8205 - val_mean_absolute_error: 80.9207 Epoch 291/1000 148/148 [==============================] - 0s 74us/step - loss: 9494.5109 - mean_absolute_error: 60.7777 - val_loss: 14306.6368 - val_mean_absolute_error: 80.7406 Epoch 292/1000 148/148 [==============================] - 0s 54us/step - loss: 9481.0292 - mean_absolute_error: 60.7441 - val_loss: 14281.6863 - val_mean_absolute_error: 80.6746 Epoch 293/1000 148/148 [==============================] - 0s 74us/step - loss: 9457.5138 - mean_absolute_error: 60.6993 - val_loss: 14255.0888 - val_mean_absolute_error: 80.5234 Epoch 294/1000 148/148 [==============================] - 0s 61us/step - loss: 9443.5020 - mean_absolute_error: 60.6957 - val_loss: 14227.8698 - val_mean_absolute_error: 80.3728 Epoch 295/1000 148/148 [==============================] - 0s 61us/step - loss: 9426.8078 - mean_absolute_error: 60.6617 - val_loss: 14217.1800 - val_mean_absolute_error: 80.3310 Epoch 296/1000 148/148 [==============================] - 0s 68us/step - loss: 9415.1863 - mean_absolute_error: 60.6356 - val_loss: 14182.5739 - val_mean_absolute_error: 80.1526 Epoch 297/1000 148/148 [==============================] - 0s 68us/step - loss: 9392.7727 - mean_absolute_error: 60.5879 - val_loss: 14168.0272 - val_mean_absolute_error: 80.1028 Epoch 298/1000 148/148 [==============================] - 0s 68us/step - loss: 9378.9368 - mean_absolute_error: 60.5621 - val_loss: 14137.1838 - val_mean_absolute_error: 79.9459 Epoch 299/1000 148/148 [==============================] - 0s 74us/step - loss: 9362.6089 - mean_absolute_error: 60.5529 - val_loss: 14126.7317 - val_mean_absolute_error: 79.9328 Epoch 300/1000 148/148 [==============================] - 0s 68us/step - loss: 9345.6915 - mean_absolute_error: 60.5021 - val_loss: 14097.7256 - val_mean_absolute_error: 79.8412 Epoch 301/1000 148/148 [==============================] - 0s 68us/step - loss: 9322.3117 - mean_absolute_error: 60.4630 - val_loss: 14085.8840 - val_mean_absolute_error: 79.8212 Epoch 302/1000 148/148 [==============================] - 0s 81us/step - loss: 9307.6936 - mean_absolute_error: 60.4627 - val_loss: 14080.2129 - val_mean_absolute_error: 79.8341 Epoch 303/1000 148/148 [==============================] - 0s 61us/step - loss: 9290.2601 - mean_absolute_error: 60.4217 - val_loss: 14067.2113 - val_mean_absolute_error: 79.7869 Epoch 304/1000 148/148 [==============================] - 0s 68us/step - loss: 9276.6219 - mean_absolute_error: 60.4126 - val_loss: 14049.2989 - val_mean_absolute_error: 79.7219 Epoch 305/1000 148/148 [==============================] - 0s 68us/step - loss: 9257.9809 - mean_absolute_error: 60.3663 - val_loss: 14011.6842 - val_mean_absolute_error: 79.5477 Epoch 306/1000 148/148 [==============================] - 0s 74us/step - loss: 9232.3315 - mean_absolute_error: 60.2984 - val_loss: 13997.8924 - val_mean_absolute_error: 79.5352 Epoch 307/1000 148/148 [==============================] - 0s 68us/step - loss: 9213.0581 - mean_absolute_error: 60.2882 - val_loss: 13991.1176 - val_mean_absolute_error: 79.5424 Epoch 308/1000 148/148 [==============================] - 0s 61us/step - loss: 9199.0178 - mean_absolute_error: 60.2766 - val_loss: 13971.7813 - val_mean_absolute_error: 79.4634 Epoch 309/1000 148/148 [==============================] - 0s 74us/step - loss: 9184.2355 - mean_absolute_error: 60.2424 - val_loss: 13958.8660 - val_mean_absolute_error: 79.4426 Epoch 310/1000 148/148 [==============================] - 0s 68us/step - loss: 9167.2416 - mean_absolute_error: 60.2233 - val_loss: 13945.3694 - val_mean_absolute_error: 79.4268 Epoch 311/1000 148/148 [==============================] - 0s 61us/step - loss: 9149.8713 - mean_absolute_error: 60.2017 - val_loss: 13904.9637 - val_mean_absolute_error: 79.1694 Epoch 312/1000 148/148 [==============================] - 0s 61us/step - loss: 9130.8007 - mean_absolute_error: 60.1435 - val_loss: 13887.8255 - val_mean_absolute_error: 79.1153 Epoch 313/1000 148/148 [==============================] - 0s 74us/step - loss: 9115.0375 - mean_absolute_error: 60.1208 - val_loss: 13873.2154 - val_mean_absolute_error: 79.0641 Epoch 314/1000 148/148 [==============================] - 0s 68us/step - loss: 9100.6706 - mean_absolute_error: 60.1002 - val_loss: 13863.1009 - val_mean_absolute_error: 79.0260 Epoch 315/1000 148/148 [==============================] - 0s 61us/step - loss: 9090.3011 - mean_absolute_error: 60.0888 - val_loss: 13836.8024 - val_mean_absolute_error: 78.9162 Epoch 316/1000 148/148 [==============================] - 0s 74us/step - loss: 9074.3201 - mean_absolute_error: 60.0475 - val_loss: 13793.7827 - val_mean_absolute_error: 78.6674 Epoch 317/1000 148/148 [==============================] - 0s 68us/step - loss: 9051.5795 - mean_absolute_error: 60.0356 - val_loss: 13784.6092 - val_mean_absolute_error: 78.6797 Epoch 318/1000 148/148 [==============================] - 0s 61us/step - loss: 9037.3645 - mean_absolute_error: 60.0034 - val_loss: 13753.8622 - val_mean_absolute_error: 78.5683 Epoch 319/1000 148/148 [==============================] - 0s 68us/step - loss: 9014.5218 - mean_absolute_error: 59.9961 - val_loss: 13740.7569 - val_mean_absolute_error: 78.5280 Epoch 320/1000 148/148 [==============================] - 0s 61us/step - loss: 8999.8274 - mean_absolute_error: 59.9626 - val_loss: 13741.7441 - val_mean_absolute_error: 78.6214 Epoch 321/1000 148/148 [==============================] - 0s 68us/step - loss: 8981.2738 - mean_absolute_error: 59.9260 - val_loss: 13723.5725 - val_mean_absolute_error: 78.5619 Epoch 322/1000 148/148 [==============================] - 0s 68us/step - loss: 8966.3386 - mean_absolute_error: 59.8958 - val_loss: 13702.0321 - val_mean_absolute_error: 78.4476 Epoch 323/1000 148/148 [==============================] - 0s 61us/step - loss: 8950.5075 - mean_absolute_error: 59.8810 - val_loss: 13702.0703 - val_mean_absolute_error: 78.5324 Epoch 324/1000 148/148 [==============================] - 0s 61us/step - loss: 8932.6088 - mean_absolute_error: 59.8382 - val_loss: 13686.9500 - val_mean_absolute_error: 78.4930 Epoch 325/1000 148/148 [==============================] - 0s 68us/step - loss: 8919.4818 - mean_absolute_error: 59.8364 - val_loss: 13663.7135 - val_mean_absolute_error: 78.3835 Epoch 326/1000 148/148 [==============================] - 0s 68us/step - loss: 8905.2207 - mean_absolute_error: 59.8019 - val_loss: 13646.0332 - val_mean_absolute_error: 78.3277 Epoch 327/1000 148/148 [==============================] - 0s 68us/step - loss: 8885.9206 - mean_absolute_error: 59.7847 - val_loss: 13640.9120 - val_mean_absolute_error: 78.3592 Epoch 328/1000 148/148 [==============================] - 0s 68us/step - loss: 8868.2973 - mean_absolute_error: 59.7480 - val_loss: 13628.6740 - val_mean_absolute_error: 78.3304 Epoch 329/1000 148/148 [==============================] - 0s 68us/step - loss: 8853.5303 - mean_absolute_error: 59.7278 - val_loss: 13596.9613 - val_mean_absolute_error: 78.1424 Epoch 330/1000 148/148 [==============================] - 0s 68us/step - loss: 8834.6001 - mean_absolute_error: 59.6956 - val_loss: 13580.9765 - val_mean_absolute_error: 78.0785 Epoch 331/1000 148/148 [==============================] - 0s 68us/step - loss: 8819.4596 - mean_absolute_error: 59.6630 - val_loss: 13538.7265 - val_mean_absolute_error: 77.8416 Epoch 332/1000 148/148 [==============================] - 0s 68us/step - loss: 8797.5745 - mean_absolute_error: 59.6204 - val_loss: 13520.3096 - val_mean_absolute_error: 77.7589 Epoch 333/1000 148/148 [==============================] - 0s 68us/step - loss: 8784.2806 - mean_absolute_error: 59.5865 - val_loss: 13504.3416 - val_mean_absolute_error: 77.7228 Epoch 334/1000 148/148 [==============================] - 0s 68us/step - loss: 8765.7894 - mean_absolute_error: 59.6005 - val_loss: 13485.1859 - val_mean_absolute_error: 77.6437 Epoch 335/1000 148/148 [==============================] - 0s 68us/step - loss: 8752.1241 - mean_absolute_error: 59.5668 - val_loss: 13453.4218 - val_mean_absolute_error: 77.4353 Epoch 336/1000 148/148 [==============================] - 0s 68us/step - loss: 8735.0324 - mean_absolute_error: 59.5305 - val_loss: 13445.1852 - val_mean_absolute_error: 77.4433 Epoch 337/1000 148/148 [==============================] - 0s 74us/step - loss: 8720.1296 - mean_absolute_error: 59.5403 - val_loss: 13439.4275 - val_mean_absolute_error: 77.4312 Epoch 338/1000 148/148 [==============================] - 0s 61us/step - loss: 8711.8872 - mean_absolute_error: 59.5206 - val_loss: 13421.5673 - val_mean_absolute_error: 77.3293 Epoch 339/1000 148/148 [==============================] - 0s 68us/step - loss: 8699.1842 - mean_absolute_error: 59.4958 - val_loss: 13397.4889 - val_mean_absolute_error: 77.2071 Epoch 340/1000 148/148 [==============================] - 0s 74us/step - loss: 8681.3658 - mean_absolute_error: 59.4856 - val_loss: 13374.1907 - val_mean_absolute_error: 77.0741 Epoch 341/1000 148/148 [==============================] - 0s 68us/step - loss: 8667.4417 - mean_absolute_error: 59.4768 - val_loss: 13344.9294 - val_mean_absolute_error: 76.9026 Epoch 342/1000 148/148 [==============================] - 0s 68us/step - loss: 8651.6082 - mean_absolute_error: 59.4285 - val_loss: 13320.7904 - val_mean_absolute_error: 76.7967 Epoch 343/1000 148/148 [==============================] - 0s 74us/step - loss: 8634.6149 - mean_absolute_error: 59.4269 - val_loss: 13305.4065 - val_mean_absolute_error: 76.7408 Epoch 344/1000 148/148 [==============================] - 0s 74us/step - loss: 8620.1956 - mean_absolute_error: 59.3846 - val_loss: 13278.5346 - val_mean_absolute_error: 76.5614 Epoch 345/1000 148/148 [==============================] - 0s 61us/step - loss: 8602.5948 - mean_absolute_error: 59.3427 - val_loss: 13265.6714 - val_mean_absolute_error: 76.5051 Epoch 346/1000 148/148 [==============================] - 0s 74us/step - loss: 8588.8933 - mean_absolute_error: 59.3304 - val_loss: 13233.7032 - val_mean_absolute_error: 76.2893 Epoch 347/1000 148/148 [==============================] - 0s 68us/step - loss: 8570.6135 - mean_absolute_error: 59.2871 - val_loss: 13220.4025 - val_mean_absolute_error: 76.2868 Epoch 348/1000 148/148 [==============================] - 0s 68us/step - loss: 8551.8464 - mean_absolute_error: 59.2620 - val_loss: 13194.1528 - val_mean_absolute_error: 76.1913 Epoch 349/1000 148/148 [==============================] - 0s 74us/step - loss: 8530.5363 - mean_absolute_error: 59.2372 - val_loss: 13180.2149 - val_mean_absolute_error: 76.1276 Epoch 350/1000 148/148 [==============================] - 0s 74us/step - loss: 8518.1921 - mean_absolute_error: 59.2034 - val_loss: 13159.5438 - val_mean_absolute_error: 76.0145 Epoch 351/1000 148/148 [==============================] - 0s 61us/step - loss: 8505.6373 - mean_absolute_error: 59.1946 - val_loss: 13144.2545 - val_mean_absolute_error: 75.9558 Epoch 352/1000 148/148 [==============================] - 0s 74us/step - loss: 8494.1003 - mean_absolute_error: 59.1849 - val_loss: 13126.0332 - val_mean_absolute_error: 75.8745 Epoch 353/1000 148/148 [==============================] - 0s 68us/step - loss: 8479.7428 - mean_absolute_error: 59.1389 - val_loss: 13103.7318 - val_mean_absolute_error: 75.7836 Epoch 354/1000 148/148 [==============================] - 0s 74us/step - loss: 8465.9461 - mean_absolute_error: 59.1272 - val_loss: 13085.4109 - val_mean_absolute_error: 75.7109 Epoch 355/1000 148/148 [==============================] - 0s 61us/step - loss: 8449.0698 - mean_absolute_error: 59.0989 - val_loss: 13063.3448 - val_mean_absolute_error: 75.5956 Epoch 356/1000 148/148 [==============================] - 0s 68us/step - loss: 8434.1161 - mean_absolute_error: 59.0515 - val_loss: 13042.6337 - val_mean_absolute_error: 75.5245 Epoch 357/1000 148/148 [==============================] - 0s 61us/step - loss: 8415.9528 - mean_absolute_error: 59.0493 - val_loss: 13019.3509 - val_mean_absolute_error: 75.4521 Epoch 358/1000 148/148 [==============================] - 0s 68us/step - loss: 8397.0961 - mean_absolute_error: 59.0228 - val_loss: 13015.1204 - val_mean_absolute_error: 75.4535 Epoch 359/1000 148/148 [==============================] - 0s 61us/step - loss: 8386.6423 - mean_absolute_error: 58.9842 - val_loss: 12991.7384 - val_mean_absolute_error: 75.3742 Epoch 360/1000 148/148 [==============================] - 0s 68us/step - loss: 8366.8418 - mean_absolute_error: 58.9644 - val_loss: 12981.9204 - val_mean_absolute_error: 75.3594 Epoch 361/1000 148/148 [==============================] - 0s 81us/step - loss: 8354.4793 - mean_absolute_error: 58.9243 - val_loss: 12971.0414 - val_mean_absolute_error: 75.3488 Epoch 362/1000 148/148 [==============================] - 0s 68us/step - loss: 8341.2045 - mean_absolute_error: 58.9173 - val_loss: 12958.9813 - val_mean_absolute_error: 75.3162 Epoch 363/1000 148/148 [==============================] - 0s 74us/step - loss: 8328.6584 - mean_absolute_error: 58.8974 - val_loss: 12933.9637 - val_mean_absolute_error: 75.1551 Epoch 364/1000 148/148 [==============================] - 0s 74us/step - loss: 8310.8220 - mean_absolute_error: 58.8669 - val_loss: 12921.1202 - val_mean_absolute_error: 75.0939 Epoch 365/1000 148/148 [==============================] - 0s 88us/step - loss: 8298.3523 - mean_absolute_error: 58.8437 - val_loss: 12906.9481 - val_mean_absolute_error: 75.0567 Epoch 366/1000 148/148 [==============================] - 0s 74us/step - loss: 8285.0278 - mean_absolute_error: 58.8205 - val_loss: 12880.2850 - val_mean_absolute_error: 74.9462 Epoch 367/1000 148/148 [==============================] - 0s 68us/step - loss: 8262.4298 - mean_absolute_error: 58.8132 - val_loss: 12871.9805 - val_mean_absolute_error: 74.9069 Epoch 368/1000 148/148 [==============================] - 0s 68us/step - loss: 8248.1294 - mean_absolute_error: 58.7761 - val_loss: 12839.6174 - val_mean_absolute_error: 74.7464 Epoch 369/1000 148/148 [==============================] - 0s 74us/step - loss: 8227.4040 - mean_absolute_error: 58.7393 - val_loss: 12826.9347 - val_mean_absolute_error: 74.7056 Epoch 370/1000 148/148 [==============================] - 0s 61us/step - loss: 8217.6127 - mean_absolute_error: 58.7376 - val_loss: 12811.8443 - val_mean_absolute_error: 74.6440 Epoch 371/1000 148/148 [==============================] - 0s 68us/step - loss: 8204.4734 - mean_absolute_error: 58.7191 - val_loss: 12801.3348 - val_mean_absolute_error: 74.6176 Epoch 372/1000 148/148 [==============================] - 0s 68us/step - loss: 8190.6040 - mean_absolute_error: 58.6747 - val_loss: 12772.4275 - val_mean_absolute_error: 74.4459 Epoch 373/1000 148/148 [==============================] - 0s 68us/step - loss: 8171.7826 - mean_absolute_error: 58.6456 - val_loss: 12745.7437 - val_mean_absolute_error: 74.3270 Epoch 374/1000 148/148 [==============================] - 0s 68us/step - loss: 8151.6137 - mean_absolute_error: 58.6259 - val_loss: 12731.3028 - val_mean_absolute_error: 74.2816 Epoch 375/1000 148/148 [==============================] - 0s 68us/step - loss: 8137.6564 - mean_absolute_error: 58.6059 - val_loss: 12718.6300 - val_mean_absolute_error: 74.2265 Epoch 376/1000 148/148 [==============================] - 0s 61us/step - loss: 8127.9767 - mean_absolute_error: 58.6002 - val_loss: 12709.6458 - val_mean_absolute_error: 74.2109 Epoch 377/1000 148/148 [==============================] - 0s 68us/step - loss: 8120.3744 - mean_absolute_error: 58.5766 - val_loss: 12682.2673 - val_mean_absolute_error: 74.0890 Epoch 378/1000 148/148 [==============================] - 0s 74us/step - loss: 8097.3712 - mean_absolute_error: 58.5334 - val_loss: 12683.5593 - val_mean_absolute_error: 74.0987 Epoch 379/1000 148/148 [==============================] - 0s 68us/step - loss: 8091.5290 - mean_absolute_error: 58.5103 - val_loss: 12665.5125 - val_mean_absolute_error: 74.0237 Epoch 380/1000 148/148 [==============================] - 0s 68us/step - loss: 8078.6345 - mean_absolute_error: 58.5139 - val_loss: 12656.5556 - val_mean_absolute_error: 74.0116 Epoch 381/1000 148/148 [==============================] - 0s 74us/step - loss: 8065.3619 - mean_absolute_error: 58.4558 - val_loss: 12640.9566 - val_mean_absolute_error: 73.9561 Epoch 382/1000 148/148 [==============================] - 0s 68us/step - loss: 8052.4582 - mean_absolute_error: 58.4277 - val_loss: 12632.5749 - val_mean_absolute_error: 73.9373 Epoch 383/1000 148/148 [==============================] - 0s 68us/step - loss: 8037.6845 - mean_absolute_error: 58.4039 - val_loss: 12616.3089 - val_mean_absolute_error: 73.8668 Epoch 384/1000 148/148 [==============================] - 0s 74us/step - loss: 8026.4960 - mean_absolute_error: 58.3834 - val_loss: 12595.2276 - val_mean_absolute_error: 73.7660 Epoch 385/1000 148/148 [==============================] - 0s 68us/step - loss: 8012.3100 - mean_absolute_error: 58.3792 - val_loss: 12586.2850 - val_mean_absolute_error: 73.7479 Epoch 386/1000 148/148 [==============================] - 0s 68us/step - loss: 7996.9602 - mean_absolute_error: 58.3283 - val_loss: 12562.5981 - val_mean_absolute_error: 73.6961 Epoch 387/1000 148/148 [==============================] - 0s 68us/step - loss: 7975.0831 - mean_absolute_error: 58.3033 - val_loss: 12560.5868 - val_mean_absolute_error: 73.7454 Epoch 388/1000 148/148 [==============================] - 0s 74us/step - loss: 7964.0779 - mean_absolute_error: 58.2973 - val_loss: 12536.1203 - val_mean_absolute_error: 73.5879 Epoch 389/1000 148/148 [==============================] - 0s 61us/step - loss: 7952.5628 - mean_absolute_error: 58.2512 - val_loss: 12524.9162 - val_mean_absolute_error: 73.5777 Epoch 390/1000 148/148 [==============================] - 0s 122us/step - loss: 7940.5360 - mean_absolute_error: 58.2299 - val_loss: 12517.8881 - val_mean_absolute_error: 73.5902 Epoch 391/1000 148/148 [==============================] - 0s 68us/step - loss: 7930.7779 - mean_absolute_error: 58.2167 - val_loss: 12502.7846 - val_mean_absolute_error: 73.5208 Epoch 392/1000 148/148 [==============================] - 0s 68us/step - loss: 7918.8286 - mean_absolute_error: 58.1808 - val_loss: 12503.9943 - val_mean_absolute_error: 73.5630 Epoch 393/1000 148/148 [==============================] - 0s 68us/step - loss: 7913.0862 - mean_absolute_error: 58.1919 - val_loss: 12496.9004 - val_mean_absolute_error: 73.5726 Epoch 394/1000 148/148 [==============================] - 0s 81us/step - loss: 7900.9345 - mean_absolute_error: 58.1707 - val_loss: 12488.7387 - val_mean_absolute_error: 73.5842 Epoch 395/1000 148/148 [==============================] - 0s 81us/step - loss: 7888.2086 - mean_absolute_error: 58.1606 - val_loss: 12459.3811 - val_mean_absolute_error: 73.4455 Epoch 396/1000 148/148 [==============================] - 0s 74us/step - loss: 7869.5394 - mean_absolute_error: 58.1164 - val_loss: 12441.3824 - val_mean_absolute_error: 73.3629 Epoch 397/1000 148/148 [==============================] - 0s 74us/step - loss: 7856.5648 - mean_absolute_error: 58.1018 - val_loss: 12411.0324 - val_mean_absolute_error: 73.2022 Epoch 398/1000 148/148 [==============================] - 0s 74us/step - loss: 7837.8509 - mean_absolute_error: 58.0850 - val_loss: 12406.0222 - val_mean_absolute_error: 73.1959 Epoch 399/1000 148/148 [==============================] - 0s 75us/step - loss: 7830.8403 - mean_absolute_error: 58.0544 - val_loss: 12397.8100 - val_mean_absolute_error: 73.1718 Epoch 400/1000 148/148 [==============================] - 0s 68us/step - loss: 7823.1667 - mean_absolute_error: 58.0351 - val_loss: 12386.2948 - val_mean_absolute_error: 73.1028 Epoch 401/1000 148/148 [==============================] - 0s 61us/step - loss: 7812.0225 - mean_absolute_error: 58.0437 - val_loss: 12362.0118 - val_mean_absolute_error: 72.9360 Epoch 402/1000 148/148 [==============================] - 0s 61us/step - loss: 7799.0834 - mean_absolute_error: 58.0003 - val_loss: 12335.3020 - val_mean_absolute_error: 72.8080 Epoch 403/1000 148/148 [==============================] - 0s 61us/step - loss: 7779.7236 - mean_absolute_error: 57.9656 - val_loss: 12324.3327 - val_mean_absolute_error: 72.7538 Epoch 404/1000 148/148 [==============================] - 0s 61us/step - loss: 7771.4211 - mean_absolute_error: 57.9239 - val_loss: 12303.3675 - val_mean_absolute_error: 72.6917 Epoch 405/1000 148/148 [==============================] - 0s 68us/step - loss: 7757.8119 - mean_absolute_error: 57.9034 - val_loss: 12290.9663 - val_mean_absolute_error: 72.6314 Epoch 406/1000 148/148 [==============================] - 0s 68us/step - loss: 7745.9243 - mean_absolute_error: 57.8552 - val_loss: 12285.7222 - val_mean_absolute_error: 72.6317 Epoch 407/1000 148/148 [==============================] - 0s 68us/step - loss: 7734.8521 - mean_absolute_error: 57.8403 - val_loss: 12273.1841 - val_mean_absolute_error: 72.6240 Epoch 408/1000 148/148 [==============================] - 0s 61us/step - loss: 7718.7768 - mean_absolute_error: 57.8217 - val_loss: 12246.4887 - val_mean_absolute_error: 72.5182 Epoch 409/1000 148/148 [==============================] - 0s 61us/step - loss: 7707.6346 - mean_absolute_error: 57.8057 - val_loss: 12221.9140 - val_mean_absolute_error: 72.4269 Epoch 410/1000 148/148 [==============================] - 0s 61us/step - loss: 7697.0248 - mean_absolute_error: 57.7638 - val_loss: 12205.5961 - val_mean_absolute_error: 72.3815 Epoch 411/1000 148/148 [==============================] - 0s 68us/step - loss: 7683.0767 - mean_absolute_error: 57.7470 - val_loss: 12193.8454 - val_mean_absolute_error: 72.3658 Epoch 412/1000 148/148 [==============================] - 0s 68us/step - loss: 7668.1089 - mean_absolute_error: 57.7453 - val_loss: 12174.8508 - val_mean_absolute_error: 72.2892 Epoch 413/1000 148/148 [==============================] - 0s 68us/step - loss: 7657.2165 - mean_absolute_error: 57.7147 - val_loss: 12165.8376 - val_mean_absolute_error: 72.2849 Epoch 414/1000 148/148 [==============================] - 0s 61us/step - loss: 7641.2450 - mean_absolute_error: 57.7079 - val_loss: 12150.2924 - val_mean_absolute_error: 72.2353 Epoch 415/1000 148/148 [==============================] - 0s 74us/step - loss: 7628.0766 - mean_absolute_error: 57.6865 - val_loss: 12124.7831 - val_mean_absolute_error: 72.1280 Epoch 416/1000 148/148 [==============================] - 0s 68us/step - loss: 7615.3520 - mean_absolute_error: 57.6597 - val_loss: 12112.6806 - val_mean_absolute_error: 72.1068 Epoch 417/1000 148/148 [==============================] - 0s 68us/step - loss: 7599.9161 - mean_absolute_error: 57.6243 - val_loss: 12092.7586 - val_mean_absolute_error: 72.0175 Epoch 418/1000 148/148 [==============================] - 0s 61us/step - loss: 7587.6877 - mean_absolute_error: 57.6138 - val_loss: 12081.3582 - val_mean_absolute_error: 71.9853 Epoch 419/1000 148/148 [==============================] - 0s 68us/step - loss: 7574.4703 - mean_absolute_error: 57.5818 - val_loss: 12066.8239 - val_mean_absolute_error: 71.9419 Epoch 420/1000 148/148 [==============================] - 0s 68us/step - loss: 7561.4908 - mean_absolute_error: 57.5552 - val_loss: 12046.5233 - val_mean_absolute_error: 71.8490 Epoch 421/1000 148/148 [==============================] - 0s 61us/step - loss: 7547.9512 - mean_absolute_error: 57.5126 - val_loss: 12027.6593 - val_mean_absolute_error: 71.7694 Epoch 422/1000 148/148 [==============================] - 0s 74us/step - loss: 7536.1017 - mean_absolute_error: 57.5204 - val_loss: 12006.1367 - val_mean_absolute_error: 71.7132 Epoch 423/1000 148/148 [==============================] - 0s 68us/step - loss: 7516.3875 - mean_absolute_error: 57.4957 - val_loss: 11992.4946 - val_mean_absolute_error: 71.6355 Epoch 424/1000 148/148 [==============================] - 0s 61us/step - loss: 7506.1025 - mean_absolute_error: 57.4680 - val_loss: 11988.5069 - val_mean_absolute_error: 71.6388 Epoch 425/1000 148/148 [==============================] - 0s 74us/step - loss: 7496.7842 - mean_absolute_error: 57.4488 - val_loss: 11960.0471 - val_mean_absolute_error: 71.5265 Epoch 426/1000 148/148 [==============================] - 0s 68us/step - loss: 7481.1377 - mean_absolute_error: 57.4262 - val_loss: 11949.3102 - val_mean_absolute_error: 71.4899 Epoch 427/1000 148/148 [==============================] - 0s 68us/step - loss: 7472.8840 - mean_absolute_error: 57.4060 - val_loss: 11947.4163 - val_mean_absolute_error: 71.4802 Epoch 428/1000 148/148 [==============================] - 0s 74us/step - loss: 7465.0243 - mean_absolute_error: 57.4305 - val_loss: 11939.7887 - val_mean_absolute_error: 71.4546 Epoch 429/1000 148/148 [==============================] - 0s 68us/step - loss: 7453.5043 - mean_absolute_error: 57.3892 - val_loss: 11920.7273 - val_mean_absolute_error: 71.3770 Epoch 430/1000 148/148 [==============================] - 0s 68us/step - loss: 7441.1962 - mean_absolute_error: 57.3582 - val_loss: 11907.0409 - val_mean_absolute_error: 71.3549 Epoch 431/1000 148/148 [==============================] - 0s 68us/step - loss: 7423.7953 - mean_absolute_error: 57.3502 - val_loss: 11901.0007 - val_mean_absolute_error: 71.3335 Epoch 432/1000 148/148 [==============================] - 0s 68us/step - loss: 7419.9929 - mean_absolute_error: 57.3483 - val_loss: 11894.2282 - val_mean_absolute_error: 71.3070 Epoch 433/1000 148/148 [==============================] - 0s 74us/step - loss: 7410.4503 - mean_absolute_error: 57.2889 - val_loss: 11873.5105 - val_mean_absolute_error: 71.2587 Epoch 434/1000 148/148 [==============================] - 0s 74us/step - loss: 7394.1053 - mean_absolute_error: 57.2825 - val_loss: 11863.5490 - val_mean_absolute_error: 71.2291 Epoch 435/1000 148/148 [==============================] - 0s 68us/step - loss: 7387.0268 - mean_absolute_error: 57.3002 - val_loss: 11861.4039 - val_mean_absolute_error: 71.2315 Epoch 436/1000 148/148 [==============================] - 0s 61us/step - loss: 7379.4068 - mean_absolute_error: 57.3137 - val_loss: 11850.5630 - val_mean_absolute_error: 71.1999 Epoch 437/1000 148/148 [==============================] - 0s 74us/step - loss: 7370.7053 - mean_absolute_error: 57.2994 - val_loss: 11834.6124 - val_mean_absolute_error: 71.1151 Epoch 438/1000 148/148 [==============================] - 0s 68us/step - loss: 7362.2791 - mean_absolute_error: 57.2592 - val_loss: 11823.4943 - val_mean_absolute_error: 71.0745 Epoch 439/1000 148/148 [==============================] - 0s 74us/step - loss: 7351.1232 - mean_absolute_error: 57.2438 - val_loss: 11813.0783 - val_mean_absolute_error: 71.0436 Epoch 440/1000 148/148 [==============================] - 0s 68us/step - loss: 7339.2594 - mean_absolute_error: 57.2128 - val_loss: 11794.5866 - val_mean_absolute_error: 70.9882 Epoch 441/1000 148/148 [==============================] - 0s 68us/step - loss: 7325.3065 - mean_absolute_error: 57.2099 - val_loss: 11783.3665 - val_mean_absolute_error: 70.9636 Epoch 442/1000 148/148 [==============================] - 0s 61us/step - loss: 7312.8130 - mean_absolute_error: 57.1752 - val_loss: 11770.0925 - val_mean_absolute_error: 70.9177 Epoch 443/1000 148/148 [==============================] - 0s 68us/step - loss: 7301.8871 - mean_absolute_error: 57.1445 - val_loss: 11755.7634 - val_mean_absolute_error: 70.8873 Epoch 444/1000 148/148 [==============================] - 0s 61us/step - loss: 7286.1799 - mean_absolute_error: 57.1180 - val_loss: 11747.5902 - val_mean_absolute_error: 70.8757 Epoch 445/1000 148/148 [==============================] - 0s 61us/step - loss: 7273.5959 - mean_absolute_error: 57.1190 - val_loss: 11740.6613 - val_mean_absolute_error: 70.8776 Epoch 446/1000 148/148 [==============================] - 0s 61us/step - loss: 7262.4684 - mean_absolute_error: 57.1020 - val_loss: 11724.4658 - val_mean_absolute_error: 70.7795 Epoch 447/1000 148/148 [==============================] - 0s 54us/step - loss: 7252.6871 - mean_absolute_error: 57.0516 - val_loss: 11710.9031 - val_mean_absolute_error: 70.7012 Epoch 448/1000 148/148 [==============================] - 0s 68us/step - loss: 7241.6335 - mean_absolute_error: 57.0517 - val_loss: 11685.8171 - val_mean_absolute_error: 70.5783 Epoch 449/1000 148/148 [==============================] - 0s 61us/step - loss: 7227.3959 - mean_absolute_error: 56.9973 - val_loss: 11675.8098 - val_mean_absolute_error: 70.5511 Epoch 450/1000 148/148 [==============================] - 0s 68us/step - loss: 7217.3476 - mean_absolute_error: 57.0240 - val_loss: 11665.8166 - val_mean_absolute_error: 70.5165 Epoch 451/1000 148/148 [==============================] - 0s 61us/step - loss: 7207.5878 - mean_absolute_error: 56.9994 - val_loss: 11643.8004 - val_mean_absolute_error: 70.4317 Epoch 452/1000 148/148 [==============================] - 0s 61us/step - loss: 7194.9509 - mean_absolute_error: 56.9808 - val_loss: 11632.3092 - val_mean_absolute_error: 70.3674 Epoch 453/1000 148/148 [==============================] - 0s 68us/step - loss: 7187.4550 - mean_absolute_error: 56.9617 - val_loss: 11619.1010 - val_mean_absolute_error: 70.3095 Epoch 454/1000 148/148 [==============================] - 0s 61us/step - loss: 7178.2919 - mean_absolute_error: 56.9375 - val_loss: 11607.0138 - val_mean_absolute_error: 70.2902 Epoch 455/1000 148/148 [==============================] - 0s 68us/step - loss: 7169.3535 - mean_absolute_error: 56.9440 - val_loss: 11595.2038 - val_mean_absolute_error: 70.2392 Epoch 456/1000 148/148 [==============================] - 0s 68us/step - loss: 7158.9931 - mean_absolute_error: 56.9187 - val_loss: 11582.5543 - val_mean_absolute_error: 70.1739 Epoch 457/1000 148/148 [==============================] - 0s 68us/step - loss: 7145.7795 - mean_absolute_error: 56.9177 - val_loss: 11569.3693 - val_mean_absolute_error: 70.1412 Epoch 458/1000 148/148 [==============================] - 0s 74us/step - loss: 7134.6177 - mean_absolute_error: 56.8910 - val_loss: 11553.8171 - val_mean_absolute_error: 70.0668 Epoch 459/1000 148/148 [==============================] - 0s 81us/step - loss: 7127.9322 - mean_absolute_error: 56.8681 - val_loss: 11544.1331 - val_mean_absolute_error: 70.0184 Epoch 460/1000 148/148 [==============================] - 0s 74us/step - loss: 7116.1978 - mean_absolute_error: 56.8379 - val_loss: 11528.9835 - val_mean_absolute_error: 69.9303 Epoch 461/1000 148/148 [==============================] - 0s 101us/step - loss: 7105.9749 - mean_absolute_error: 56.8051 - val_loss: 11515.2863 - val_mean_absolute_error: 69.8856 Epoch 462/1000 148/148 [==============================] - 0s 95us/step - loss: 7096.5107 - mean_absolute_error: 56.7701 - val_loss: 11492.4993 - val_mean_absolute_error: 69.8251 Epoch 463/1000 148/148 [==============================] - 0s 101us/step - loss: 7078.2975 - mean_absolute_error: 56.7272 - val_loss: 11489.6331 - val_mean_absolute_error: 69.8235 Epoch 464/1000 148/148 [==============================] - 0s 108us/step - loss: 7070.9744 - mean_absolute_error: 56.7223 - val_loss: 11474.7106 - val_mean_absolute_error: 69.7518 Epoch 465/1000 148/148 [==============================] - 0s 88us/step - loss: 7062.4646 - mean_absolute_error: 56.7001 - val_loss: 11458.9023 - val_mean_absolute_error: 69.6973 Epoch 466/1000 148/148 [==============================] - 0s 95us/step - loss: 7057.8059 - mean_absolute_error: 56.6570 - val_loss: 11443.9556 - val_mean_absolute_error: 69.6091 Epoch 467/1000 148/148 [==============================] - 0s 68us/step - loss: 7045.8313 - mean_absolute_error: 56.6427 - val_loss: 11433.0064 - val_mean_absolute_error: 69.5623 Epoch 468/1000 148/148 [==============================] - 0s 108us/step - loss: 7039.6209 - mean_absolute_error: 56.6100 - val_loss: 11423.6252 - val_mean_absolute_error: 69.5392 Epoch 469/1000 148/148 [==============================] - 0s 81us/step - loss: 7030.0221 - mean_absolute_error: 56.6121 - val_loss: 11411.1794 - val_mean_absolute_error: 69.4839 Epoch 470/1000 148/148 [==============================] - 0s 101us/step - loss: 7022.8490 - mean_absolute_error: 56.5911 - val_loss: 11399.4066 - val_mean_absolute_error: 69.4667 Epoch 471/1000 148/148 [==============================] - 0s 95us/step - loss: 7015.8154 - mean_absolute_error: 56.6174 - val_loss: 11390.4739 - val_mean_absolute_error: 69.4342 Epoch 472/1000 148/148 [==============================] - 0s 81us/step - loss: 7003.5057 - mean_absolute_error: 56.5721 - val_loss: 11377.3883 - val_mean_absolute_error: 69.3862 Epoch 473/1000 148/148 [==============================] - 0s 81us/step - loss: 6994.5893 - mean_absolute_error: 56.5377 - val_loss: 11366.1806 - val_mean_absolute_error: 69.3425 Epoch 474/1000 148/148 [==============================] - 0s 101us/step - loss: 6983.7280 - mean_absolute_error: 56.5421 - val_loss: 11351.7933 - val_mean_absolute_error: 69.2877 Epoch 475/1000 148/148 [==============================] - 0s 101us/step - loss: 6970.4511 - mean_absolute_error: 56.5452 - val_loss: 11340.2215 - val_mean_absolute_error: 69.2712 Epoch 476/1000 148/148 [==============================] - 0s 88us/step - loss: 6964.1000 - mean_absolute_error: 56.5492 - val_loss: 11327.9730 - val_mean_absolute_error: 69.2285 Epoch 477/1000 148/148 [==============================] - 0s 88us/step - loss: 6956.3452 - mean_absolute_error: 56.5437 - val_loss: 11315.1920 - val_mean_absolute_error: 69.1389 Epoch 478/1000 148/148 [==============================] - 0s 88us/step - loss: 6946.4600 - mean_absolute_error: 56.4750 - val_loss: 11317.0657 - val_mean_absolute_error: 69.1590 Epoch 479/1000 148/148 [==============================] - 0s 81us/step - loss: 6941.7047 - mean_absolute_error: 56.4704 - val_loss: 11307.7308 - val_mean_absolute_error: 69.1396 Epoch 480/1000 148/148 [==============================] - 0s 74us/step - loss: 6936.2942 - mean_absolute_error: 56.4846 - val_loss: 11298.9581 - val_mean_absolute_error: 69.1001 Epoch 481/1000 148/148 [==============================] - 0s 101us/step - loss: 6928.4151 - mean_absolute_error: 56.4683 - val_loss: 11284.7068 - val_mean_absolute_error: 69.0374 Epoch 482/1000 148/148 [==============================] - 0s 88us/step - loss: 6918.9406 - mean_absolute_error: 56.4464 - val_loss: 11270.8300 - val_mean_absolute_error: 68.9940 Epoch 483/1000 148/148 [==============================] - 0s 81us/step - loss: 6908.2540 - mean_absolute_error: 56.4300 - val_loss: 11256.5153 - val_mean_absolute_error: 68.9444 Epoch 484/1000 148/148 [==============================] - 0s 68us/step - loss: 6899.2040 - mean_absolute_error: 56.3999 - val_loss: 11238.6953 - val_mean_absolute_error: 68.8243 Epoch 485/1000 148/148 [==============================] - 0s 95us/step - loss: 6889.7138 - mean_absolute_error: 56.3832 - val_loss: 11236.9587 - val_mean_absolute_error: 68.8466 Epoch 486/1000 148/148 [==============================] - 0s 95us/step - loss: 6882.8669 - mean_absolute_error: 56.3818 - val_loss: 11230.8234 - val_mean_absolute_error: 68.8453 Epoch 487/1000 148/148 [==============================] - 0s 108us/step - loss: 6877.6026 - mean_absolute_error: 56.3719 - val_loss: 11212.7781 - val_mean_absolute_error: 68.8066 Epoch 488/1000 148/148 [==============================] - 0s 74us/step - loss: 6865.0841 - mean_absolute_error: 56.3465 - val_loss: 11201.1764 - val_mean_absolute_error: 68.7191 Epoch 489/1000 148/148 [==============================] - 0s 81us/step - loss: 6856.9368 - mean_absolute_error: 56.3188 - val_loss: 11191.2329 - val_mean_absolute_error: 68.6863 Epoch 490/1000 148/148 [==============================] - 0s 68us/step - loss: 6851.3164 - mean_absolute_error: 56.2899 - val_loss: 11184.6589 - val_mean_absolute_error: 68.6782 Epoch 491/1000 148/148 [==============================] - 0s 68us/step - loss: 6845.3946 - mean_absolute_error: 56.2736 - val_loss: 11178.6421 - val_mean_absolute_error: 68.6533 Epoch 492/1000 148/148 [==============================] - 0s 68us/step - loss: 6838.6860 - mean_absolute_error: 56.2455 - val_loss: 11170.1171 - val_mean_absolute_error: 68.6073 Epoch 493/1000 148/148 [==============================] - 0s 61us/step - loss: 6830.5287 - mean_absolute_error: 56.2654 - val_loss: 11162.6289 - val_mean_absolute_error: 68.5822 Epoch 494/1000 148/148 [==============================] - 0s 68us/step - loss: 6823.2921 - mean_absolute_error: 56.2450 - val_loss: 11147.6344 - val_mean_absolute_error: 68.5272 Epoch 495/1000 148/148 [==============================] - 0s 61us/step - loss: 6813.5058 - mean_absolute_error: 56.2172 - val_loss: 11138.5258 - val_mean_absolute_error: 68.4892 Epoch 496/1000 148/148 [==============================] - 0s 81us/step - loss: 6804.3933 - mean_absolute_error: 56.2012 - val_loss: 11120.5540 - val_mean_absolute_error: 68.4011 Epoch 497/1000 148/148 [==============================] - 0s 68us/step - loss: 6792.3996 - mean_absolute_error: 56.1775 - val_loss: 11108.0543 - val_mean_absolute_error: 68.3887 Epoch 498/1000 148/148 [==============================] - 0s 74us/step - loss: 6780.5549 - mean_absolute_error: 56.1377 - val_loss: 11092.2375 - val_mean_absolute_error: 68.2915 Epoch 499/1000 148/148 [==============================] - 0s 88us/step - loss: 6773.4458 - mean_absolute_error: 56.1451 - val_loss: 11078.7428 - val_mean_absolute_error: 68.2710 Epoch 500/1000 148/148 [==============================] - 0s 74us/step - loss: 6764.1778 - mean_absolute_error: 56.1248 - val_loss: 11067.5436 - val_mean_absolute_error: 68.1863 Epoch 501/1000 148/148 [==============================] - 0s 81us/step - loss: 6756.8869 - mean_absolute_error: 56.0960 - val_loss: 11060.5017 - val_mean_absolute_error: 68.1972 Epoch 502/1000 148/148 [==============================] - 0s 74us/step - loss: 6751.1534 - mean_absolute_error: 56.0974 - val_loss: 11054.5515 - val_mean_absolute_error: 68.1788 Epoch 503/1000 148/148 [==============================] - 0s 81us/step - loss: 6745.2397 - mean_absolute_error: 56.0819 - val_loss: 11027.3297 - val_mean_absolute_error: 68.0628 Epoch 504/1000 148/148 [==============================] - 0s 68us/step - loss: 6729.6974 - mean_absolute_error: 56.0519 - val_loss: 11021.7032 - val_mean_absolute_error: 68.0347 Epoch 505/1000 148/148 [==============================] - 0s 61us/step - loss: 6725.4000 - mean_absolute_error: 56.0439 - val_loss: 11020.1565 - val_mean_absolute_error: 68.0484 Epoch 506/1000 148/148 [==============================] - 0s 68us/step - loss: 6721.4076 - mean_absolute_error: 56.0580 - val_loss: 11017.9018 - val_mean_absolute_error: 68.0868 Epoch 507/1000 148/148 [==============================] - 0s 68us/step - loss: 6716.8715 - mean_absolute_error: 56.0443 - val_loss: 11012.7951 - val_mean_absolute_error: 68.0603 Epoch 508/1000 148/148 [==============================] - 0s 68us/step - loss: 6711.0954 - mean_absolute_error: 56.0296 - val_loss: 10997.8735 - val_mean_absolute_error: 68.0077 Epoch 509/1000 148/148 [==============================] - 0s 74us/step - loss: 6700.8391 - mean_absolute_error: 55.9967 - val_loss: 10989.7073 - val_mean_absolute_error: 67.9864 Epoch 510/1000 148/148 [==============================] - 0s 68us/step - loss: 6693.1945 - mean_absolute_error: 55.9763 - val_loss: 10969.5324 - val_mean_absolute_error: 67.8899 Epoch 511/1000 148/148 [==============================] - 0s 74us/step - loss: 6684.7032 - mean_absolute_error: 55.9544 - val_loss: 10954.1874 - val_mean_absolute_error: 67.8498 Epoch 512/1000 148/148 [==============================] - 0s 68us/step - loss: 6673.0320 - mean_absolute_error: 55.9237 - val_loss: 10950.4544 - val_mean_absolute_error: 67.8128 Epoch 513/1000 148/148 [==============================] - 0s 61us/step - loss: 6670.9342 - mean_absolute_error: 55.9255 - val_loss: 10946.8509 - val_mean_absolute_error: 67.8257 Epoch 514/1000 148/148 [==============================] - 0s 61us/step - loss: 6663.1045 - mean_absolute_error: 55.9030 - val_loss: 10933.2865 - val_mean_absolute_error: 67.7977 Epoch 515/1000 148/148 [==============================] - 0s 81us/step - loss: 6652.9052 - mean_absolute_error: 55.8826 - val_loss: 10929.1903 - val_mean_absolute_error: 67.8051 Epoch 516/1000 148/148 [==============================] - 0s 68us/step - loss: 6643.6138 - mean_absolute_error: 55.8743 - val_loss: 10921.9004 - val_mean_absolute_error: 67.7884 Epoch 517/1000 148/148 [==============================] - 0s 61us/step - loss: 6639.2213 - mean_absolute_error: 55.8870 - val_loss: 10920.9946 - val_mean_absolute_error: 67.7954 Epoch 518/1000 148/148 [==============================] - 0s 74us/step - loss: 6633.8814 - mean_absolute_error: 55.8737 - val_loss: 10915.0001 - val_mean_absolute_error: 67.7435 Epoch 519/1000 148/148 [==============================] - 0s 68us/step - loss: 6624.8349 - mean_absolute_error: 55.8729 - val_loss: 10902.0990 - val_mean_absolute_error: 67.7070 Epoch 520/1000 148/148 [==============================] - 0s 74us/step - loss: 6615.8856 - mean_absolute_error: 55.8564 - val_loss: 10896.4819 - val_mean_absolute_error: 67.6827 Epoch 521/1000 148/148 [==============================] - 0s 68us/step - loss: 6610.2736 - mean_absolute_error: 55.8175 - val_loss: 10890.1675 - val_mean_absolute_error: 67.6859 Epoch 522/1000 148/148 [==============================] - 0s 61us/step - loss: 6601.8317 - mean_absolute_error: 55.8084 - val_loss: 10880.7492 - val_mean_absolute_error: 67.6403 Epoch 523/1000 148/148 [==============================] - 0s 68us/step - loss: 6593.7911 - mean_absolute_error: 55.7815 - val_loss: 10871.0925 - val_mean_absolute_error: 67.6088 Epoch 524/1000 148/148 [==============================] - 0s 74us/step - loss: 6587.8001 - mean_absolute_error: 55.7800 - val_loss: 10863.5581 - val_mean_absolute_error: 67.5803 Epoch 525/1000 148/148 [==============================] - 0s 61us/step - loss: 6578.0309 - mean_absolute_error: 55.7681 - val_loss: 10841.7951 - val_mean_absolute_error: 67.4504 Epoch 526/1000 148/148 [==============================] - 0s 61us/step - loss: 6564.6595 - mean_absolute_error: 55.7422 - val_loss: 10832.3346 - val_mean_absolute_error: 67.4204 Epoch 527/1000 148/148 [==============================] - 0s 74us/step - loss: 6556.6803 - mean_absolute_error: 55.7454 - val_loss: 10832.1082 - val_mean_absolute_error: 67.4564 Epoch 528/1000 148/148 [==============================] - 0s 61us/step - loss: 6549.6927 - mean_absolute_error: 55.7528 - val_loss: 10822.9797 - val_mean_absolute_error: 67.3892 Epoch 529/1000 148/148 [==============================] - 0s 68us/step - loss: 6543.3229 - mean_absolute_error: 55.7231 - val_loss: 10810.5782 - val_mean_absolute_error: 67.3232 Epoch 530/1000 148/148 [==============================] - 0s 68us/step - loss: 6536.7330 - mean_absolute_error: 55.6881 - val_loss: 10798.8225 - val_mean_absolute_error: 67.2428 Epoch 531/1000 148/148 [==============================] - 0s 74us/step - loss: 6532.4171 - mean_absolute_error: 55.6691 - val_loss: 10793.7195 - val_mean_absolute_error: 67.2391 Epoch 532/1000 148/148 [==============================] - 0s 68us/step - loss: 6527.6270 - mean_absolute_error: 55.6386 - val_loss: 10786.4201 - val_mean_absolute_error: 67.2032 Epoch 533/1000 148/148 [==============================] - 0s 61us/step - loss: 6519.2597 - mean_absolute_error: 55.6363 - val_loss: 10772.7452 - val_mean_absolute_error: 67.1325 Epoch 534/1000 148/148 [==============================] - 0s 74us/step - loss: 6513.2257 - mean_absolute_error: 55.6498 - val_loss: 10758.3527 - val_mean_absolute_error: 67.0896 Epoch 535/1000 148/148 [==============================] - 0s 61us/step - loss: 6501.4412 - mean_absolute_error: 55.6149 - val_loss: 10749.2634 - val_mean_absolute_error: 67.0546 Epoch 536/1000 148/148 [==============================] - 0s 68us/step - loss: 6496.2965 - mean_absolute_error: 55.5875 - val_loss: 10745.3541 - val_mean_absolute_error: 67.0458 Epoch 537/1000 148/148 [==============================] - 0s 61us/step - loss: 6487.9624 - mean_absolute_error: 55.5623 - val_loss: 10737.2064 - val_mean_absolute_error: 67.0121 Epoch 538/1000 148/148 [==============================] - 0s 54us/step - loss: 6483.8306 - mean_absolute_error: 55.5449 - val_loss: 10731.4155 - val_mean_absolute_error: 67.0124 Epoch 539/1000 148/148 [==============================] - 0s 74us/step - loss: 6474.9931 - mean_absolute_error: 55.5484 - val_loss: 10721.4736 - val_mean_absolute_error: 66.9344 Epoch 540/1000 148/148 [==============================] - 0s 68us/step - loss: 6469.5756 - mean_absolute_error: 55.5081 - val_loss: 10707.0735 - val_mean_absolute_error: 66.8839 Epoch 541/1000 148/148 [==============================] - 0s 68us/step - loss: 6458.6445 - mean_absolute_error: 55.5069 - val_loss: 10695.9561 - val_mean_absolute_error: 66.8544 Epoch 542/1000 148/148 [==============================] - 0s 74us/step - loss: 6453.5980 - mean_absolute_error: 55.4928 - val_loss: 10690.7647 - val_mean_absolute_error: 66.8192 Epoch 543/1000 148/148 [==============================] - 0s 68us/step - loss: 6446.5741 - mean_absolute_error: 55.4846 - val_loss: 10685.9469 - val_mean_absolute_error: 66.8525 Epoch 544/1000 148/148 [==============================] - 0s 81us/step - loss: 6438.2467 - mean_absolute_error: 55.4871 - val_loss: 10672.4958 - val_mean_absolute_error: 66.8205 Epoch 545/1000 148/148 [==============================] - 0s 68us/step - loss: 6429.6899 - mean_absolute_error: 55.4585 - val_loss: 10670.3603 - val_mean_absolute_error: 66.8314 Epoch 546/1000 148/148 [==============================] - 0s 74us/step - loss: 6422.7456 - mean_absolute_error: 55.4532 - val_loss: 10667.9915 - val_mean_absolute_error: 66.8373 Epoch 547/1000 148/148 [==============================] - 0s 68us/step - loss: 6417.8782 - mean_absolute_error: 55.4489 - val_loss: 10660.4497 - val_mean_absolute_error: 66.8160 Epoch 548/1000 148/148 [==============================] - 0s 68us/step - loss: 6415.0400 - mean_absolute_error: 55.4719 - val_loss: 10649.5256 - val_mean_absolute_error: 66.7245 Epoch 549/1000 148/148 [==============================] - 0s 68us/step - loss: 6404.3002 - mean_absolute_error: 55.4133 - val_loss: 10640.6921 - val_mean_absolute_error: 66.7058 Epoch 550/1000 148/148 [==============================] - 0s 74us/step - loss: 6399.0876 - mean_absolute_error: 55.4202 - val_loss: 10637.4723 - val_mean_absolute_error: 66.6696 Epoch 551/1000 148/148 [==============================] - 0s 68us/step - loss: 6393.6752 - mean_absolute_error: 55.4181 - val_loss: 10622.8899 - val_mean_absolute_error: 66.6201 Epoch 552/1000 148/148 [==============================] - 0s 61us/step - loss: 6384.2454 - mean_absolute_error: 55.4103 - val_loss: 10614.6826 - val_mean_absolute_error: 66.5938 Epoch 553/1000 148/148 [==============================] - 0s 61us/step - loss: 6378.8778 - mean_absolute_error: 55.3861 - val_loss: 10611.5951 - val_mean_absolute_error: 66.5638 Epoch 554/1000 148/148 [==============================] - 0s 74us/step - loss: 6374.3610 - mean_absolute_error: 55.3605 - val_loss: 10606.6371 - val_mean_absolute_error: 66.5925 Epoch 555/1000 148/148 [==============================] - 0s 68us/step - loss: 6368.7747 - mean_absolute_error: 55.3655 - val_loss: 10598.5568 - val_mean_absolute_error: 66.5265 Epoch 556/1000 148/148 [==============================] - 0s 81us/step - loss: 6364.3460 - mean_absolute_error: 55.3393 - val_loss: 10593.9442 - val_mean_absolute_error: 66.4708 Epoch 557/1000 148/148 [==============================] - 0s 74us/step - loss: 6359.7589 - mean_absolute_error: 55.3073 - val_loss: 10593.1491 - val_mean_absolute_error: 66.5144 Epoch 558/1000 148/148 [==============================] - 0s 68us/step - loss: 6354.6194 - mean_absolute_error: 55.3011 - val_loss: 10582.1912 - val_mean_absolute_error: 66.4843 Epoch 559/1000 148/148 [==============================] - 0s 68us/step - loss: 6347.3321 - mean_absolute_error: 55.3174 - val_loss: 10575.3111 - val_mean_absolute_error: 66.5091 Epoch 560/1000 148/148 [==============================] - 0s 68us/step - loss: 6340.7173 - mean_absolute_error: 55.3025 - val_loss: 10574.2314 - val_mean_absolute_error: 66.5278 Epoch 561/1000 148/148 [==============================] - 0s 74us/step - loss: 6336.9959 - mean_absolute_error: 55.2865 - val_loss: 10569.1019 - val_mean_absolute_error: 66.4879 Epoch 562/1000 148/148 [==============================] - 0s 74us/step - loss: 6333.7561 - mean_absolute_error: 55.2947 - val_loss: 10562.9748 - val_mean_absolute_error: 66.4460 Epoch 563/1000 148/148 [==============================] - 0s 68us/step - loss: 6330.3221 - mean_absolute_error: 55.2875 - val_loss: 10554.1252 - val_mean_absolute_error: 66.3482 Epoch 564/1000 148/148 [==============================] - 0s 81us/step - loss: 6321.5723 - mean_absolute_error: 55.2381 - val_loss: 10544.4639 - val_mean_absolute_error: 66.2436 Epoch 565/1000 148/148 [==============================] - 0s 74us/step - loss: 6317.1132 - mean_absolute_error: 55.2199 - val_loss: 10527.7329 - val_mean_absolute_error: 66.1836 Epoch 566/1000 148/148 [==============================] - 0s 81us/step - loss: 6308.0747 - mean_absolute_error: 55.2247 - val_loss: 10525.7180 - val_mean_absolute_error: 66.1546 Epoch 567/1000 148/148 [==============================] - 0s 74us/step - loss: 6304.2916 - mean_absolute_error: 55.1904 - val_loss: 10524.5662 - val_mean_absolute_error: 66.1880 Epoch 568/1000 148/148 [==============================] - 0s 68us/step - loss: 6301.2691 - mean_absolute_error: 55.1867 - val_loss: 10517.3652 - val_mean_absolute_error: 66.1161 Epoch 569/1000 148/148 [==============================] - 0s 68us/step - loss: 6299.3982 - mean_absolute_error: 55.1694 - val_loss: 10514.7554 - val_mean_absolute_error: 66.1116 Epoch 570/1000 148/148 [==============================] - 0s 68us/step - loss: 6293.9988 - mean_absolute_error: 55.1624 - val_loss: 10519.0833 - val_mean_absolute_error: 66.1399 Epoch 571/1000 148/148 [==============================] - 0s 68us/step - loss: 6291.1788 - mean_absolute_error: 55.1430 - val_loss: 10521.0660 - val_mean_absolute_error: 66.2306
<keras.callbacks.History at 0x2073cea0908>
model.predict(standardized_X_test)
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score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 33us/step
score
[10521.06603515625, 66.23059051513673]
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=250,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/250 148/148 [==============================] - 0s 74us/step - loss: 6288.6532 - mean_absolute_error: 55.1407 - val_loss: 10516.7029 - val_mean_absolute_error: 66.1825 Epoch 2/250 148/148 [==============================] - 0s 68us/step - loss: 6284.2438 - mean_absolute_error: 55.1076 - val_loss: 10505.1787 - val_mean_absolute_error: 66.1586 Epoch 3/250 148/148 [==============================] - 0s 61us/step - loss: 6278.4607 - mean_absolute_error: 55.1254 - val_loss: 10500.3504 - val_mean_absolute_error: 66.1503 Epoch 4/250 148/148 [==============================] - 0s 68us/step - loss: 6274.3724 - mean_absolute_error: 55.1037 - val_loss: 10495.7181 - val_mean_absolute_error: 66.1710 Epoch 5/250 148/148 [==============================] - 0s 88us/step - loss: 6270.7043 - mean_absolute_error: 55.1049 - val_loss: 10491.7734 - val_mean_absolute_error: 66.1539 Epoch 6/250 148/148 [==============================] - 0s 95us/step - loss: 6264.4316 - mean_absolute_error: 55.0872 - val_loss: 10488.1607 - val_mean_absolute_error: 66.1834 Epoch 7/250 148/148 [==============================] - 0s 61us/step - loss: 6256.8645 - mean_absolute_error: 55.0692 - val_loss: 10480.0342 - val_mean_absolute_error: 66.1050 Epoch 8/250 148/148 [==============================] - 0s 88us/step - loss: 6253.8798 - mean_absolute_error: 55.0467 - val_loss: 10473.5215 - val_mean_absolute_error: 66.0125 Epoch 9/250 148/148 [==============================] - 0s 81us/step - loss: 6248.6542 - mean_absolute_error: 55.0457 - val_loss: 10462.6213 - val_mean_absolute_error: 65.9923 Epoch 10/250 148/148 [==============================] - 0s 61us/step - loss: 6243.2800 - mean_absolute_error: 55.0319 - val_loss: 10453.4993 - val_mean_absolute_error: 65.8850 Epoch 11/250 148/148 [==============================] - 0s 74us/step - loss: 6237.8703 - mean_absolute_error: 55.0031 - val_loss: 10448.8683 - val_mean_absolute_error: 65.8442 Epoch 12/250 148/148 [==============================] - 0s 88us/step - loss: 6235.9344 - mean_absolute_error: 54.9898 - val_loss: 10455.7716 - val_mean_absolute_error: 65.9125 Epoch 13/250 148/148 [==============================] - 0s 88us/step - loss: 6232.1758 - mean_absolute_error: 54.9652 - val_loss: 10454.5606 - val_mean_absolute_error: 65.9434
<keras.callbacks.History at 0x2073cea0550>
model.predict(standardized_X_test)
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score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 27us/step
score
[10454.5605859375, 65.94335220336914]
print(model.metrics_names)
['loss', 'mean_absolute_error']
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=125,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/125 148/148 [==============================] - 0s 81us/step - loss: 6229.2614 - mean_absolute_error: 54.9703 - val_loss: 10455.0655 - val_mean_absolute_error: 65.9401 Epoch 2/125 148/148 [==============================] - 0s 68us/step - loss: 6226.1583 - mean_absolute_error: 54.9706 - val_loss: 10444.3331 - val_mean_absolute_error: 65.8262 Epoch 3/125 148/148 [==============================] - 0s 81us/step - loss: 6220.3866 - mean_absolute_error: 54.9489 - val_loss: 10442.2778 - val_mean_absolute_error: 65.8450 Epoch 4/125 148/148 [==============================] - 0s 61us/step - loss: 6218.2945 - mean_absolute_error: 54.9447 - val_loss: 10432.9061 - val_mean_absolute_error: 65.7982 Epoch 5/125 148/148 [==============================] - 0s 54us/step - loss: 6213.8065 - mean_absolute_error: 54.9468 - val_loss: 10419.4121 - val_mean_absolute_error: 65.7082 Epoch 6/125 148/148 [==============================] - 0s 61us/step - loss: 6203.6902 - mean_absolute_error: 54.9283 - val_loss: 10413.9590 - val_mean_absolute_error: 65.6939 Epoch 7/125 148/148 [==============================] - 0s 68us/step - loss: 6203.8307 - mean_absolute_error: 54.9442 - val_loss: 10412.8222 - val_mean_absolute_error: 65.7024 Epoch 8/125 148/148 [==============================] - 0s 95us/step - loss: 6196.7818 - mean_absolute_error: 54.9292 - val_loss: 10404.3788 - val_mean_absolute_error: 65.6553 Epoch 9/125 148/148 [==============================] - 0s 68us/step - loss: 6192.6597 - mean_absolute_error: 54.9243 - val_loss: 10401.8995 - val_mean_absolute_error: 65.6382 Epoch 10/125 148/148 [==============================] - 0s 61us/step - loss: 6191.4644 - mean_absolute_error: 54.9218 - val_loss: 10402.2406 - val_mean_absolute_error: 65.6688 Epoch 11/125 148/148 [==============================] - 0s 68us/step - loss: 6187.6965 - mean_absolute_error: 54.8990 - val_loss: 10398.3803 - val_mean_absolute_error: 65.6208 Epoch 12/125 148/148 [==============================] - 0s 61us/step - loss: 6181.9580 - mean_absolute_error: 54.8859 - val_loss: 10395.6017 - val_mean_absolute_error: 65.6238 Epoch 13/125 148/148 [==============================] - 0s 81us/step - loss: 6178.5004 - mean_absolute_error: 54.8747 - val_loss: 10386.4720 - val_mean_absolute_error: 65.5535 Epoch 14/125 148/148 [==============================] - 0s 81us/step - loss: 6173.0118 - mean_absolute_error: 54.8499 - val_loss: 10375.5048 - val_mean_absolute_error: 65.5404 Epoch 15/125 148/148 [==============================] - 0s 61us/step - loss: 6164.0075 - mean_absolute_error: 54.8275 - val_loss: 10368.4407 - val_mean_absolute_error: 65.5176 Epoch 16/125 148/148 [==============================] - 0s 68us/step - loss: 6158.7974 - mean_absolute_error: 54.8393 - val_loss: 10364.9163 - val_mean_absolute_error: 65.5355 Epoch 17/125 148/148 [==============================] - 0s 81us/step - loss: 6155.8678 - mean_absolute_error: 54.8218 - val_loss: 10360.0400 - val_mean_absolute_error: 65.5739 Epoch 18/125 148/148 [==============================] - 0s 74us/step - loss: 6151.1826 - mean_absolute_error: 54.8396 - val_loss: 10364.1982 - val_mean_absolute_error: 65.6062 Epoch 19/125 148/148 [==============================] - 0s 61us/step - loss: 6149.3273 - mean_absolute_error: 54.8189 - val_loss: 10366.5738 - val_mean_absolute_error: 65.6810
<keras.callbacks.History at 0x2073b9dc668>
model.predict(standardized_X_test)
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score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 40us/step
score
[10366.573818359375, 65.68097579956054]
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=50,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/50 148/148 [==============================] - 0s 74us/step - loss: 6145.8438 - mean_absolute_error: 54.8163 - val_loss: 10365.5118 - val_mean_absolute_error: 65.7185 Epoch 2/50 148/148 [==============================] - 0s 74us/step - loss: 6146.5127 - mean_absolute_error: 54.8365 - val_loss: 10354.8563 - val_mean_absolute_error: 65.6778 Epoch 3/50 148/148 [==============================] - 0s 68us/step - loss: 6138.3694 - mean_absolute_error: 54.8024 - val_loss: 10363.8930 - val_mean_absolute_error: 65.7743 Epoch 4/50 148/148 [==============================] - 0s 74us/step - loss: 6135.1743 - mean_absolute_error: 54.7635 - val_loss: 10360.9733 - val_mean_absolute_error: 65.8165
<keras.callbacks.History at 0x2073ce77a90>
model.predict(standardized_X_test)
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[297.01926 ],
[ 4.4810076]], dtype=float32)
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 33us/step
score
[10360.97330078125, 65.81646881103515]
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='sigmoid',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='rmsprop',
loss='mse',
metrics=['mae'])
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=125,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/125 148/148 [==============================] - 0s 1ms/step - loss: 96039.7016 - mean_absolute_error: 266.5323 - val_loss: 160210.6794 - val_mean_absolute_error: 378.7390 Epoch 2/125 148/148 [==============================] - 0s 74us/step - loss: 95979.4041 - mean_absolute_error: 266.4368 - val_loss: 160135.0675 - val_mean_absolute_error: 378.6449 Epoch 3/125 148/148 [==============================] - 0s 61us/step - loss: 95932.7730 - mean_absolute_error: 266.3648 - val_loss: 160077.5406 - val_mean_absolute_error: 378.5733 Epoch 4/125 148/148 [==============================] - 0s 74us/step - loss: 95894.3917 - mean_absolute_error: 266.3044 - val_loss: 160021.7825 - val_mean_absolute_error: 378.5042 Epoch 5/125 148/148 [==============================] - 0s 74us/step - loss: 95857.2135 - mean_absolute_error: 266.2473 - val_loss: 159975.2475 - val_mean_absolute_error: 378.4457 Epoch 6/125 148/148 [==============================] - 0s 81us/step - loss: 95824.9419 - mean_absolute_error: 266.1938 - val_loss: 159922.1731 - val_mean_absolute_error: 378.3788 Epoch 7/125 148/148 [==============================] - 0s 74us/step - loss: 95788.3106 - mean_absolute_error: 266.1339 - val_loss: 159866.7387 - val_mean_absolute_error: 378.3103 Epoch 8/125 148/148 [==============================] - 0s 81us/step - loss: 95751.3946 - mean_absolute_error: 266.0771 - val_loss: 159808.6250 - val_mean_absolute_error: 378.2382 Epoch 9/125 148/148 [==============================] - 0s 81us/step - loss: 95713.9808 - mean_absolute_error: 266.0177 - val_loss: 159758.7375 - val_mean_absolute_error: 378.1758 Epoch 10/125 148/148 [==============================] - 0s 81us/step - loss: 95680.0866 - mean_absolute_error: 265.9627 - val_loss: 159703.6562 - val_mean_absolute_error: 378.1076 Epoch 11/125 148/148 [==============================] - 0s 68us/step - loss: 95644.9043 - mean_absolute_error: 265.9074 - val_loss: 159650.5444 - val_mean_absolute_error: 378.0414 Epoch 12/125 148/148 [==============================] - 0s 74us/step - loss: 95609.6022 - mean_absolute_error: 265.8527 - val_loss: 159592.7256 - val_mean_absolute_error: 377.9698 Epoch 13/125 148/148 [==============================] - 0s 81us/step - loss: 95571.8374 - mean_absolute_error: 265.7954 - val_loss: 159541.8163 - val_mean_absolute_error: 377.9063 Epoch 14/125 148/148 [==============================] - 0s 74us/step - loss: 95537.7690 - mean_absolute_error: 265.7411 - val_loss: 159493.5381 - val_mean_absolute_error: 377.8456 Epoch 15/125 148/148 [==============================] - 0s 88us/step - loss: 95505.5169 - mean_absolute_error: 265.6886 - val_loss: 159440.4788 - val_mean_absolute_error: 377.7792 Epoch 16/125 148/148 [==============================] - 0s 88us/step - loss: 95470.9910 - mean_absolute_error: 265.6340 - val_loss: 159393.9175 - val_mean_absolute_error: 377.7209 Epoch 17/125 148/148 [==============================] - 0s 68us/step - loss: 95439.0323 - mean_absolute_error: 265.5836 - val_loss: 159342.5394 - val_mean_absolute_error: 377.6569 Epoch 18/125 148/148 [==============================] - 0s 88us/step - loss: 95404.8017 - mean_absolute_error: 265.5285 - val_loss: 159286.8794 - val_mean_absolute_error: 377.5872 Epoch 19/125 148/148 [==============================] - 0s 61us/step - loss: 95366.7844 - mean_absolute_error: 265.4697 - val_loss: 159226.6219 - val_mean_absolute_error: 377.5120 Epoch 20/125 148/148 [==============================] - 0s 81us/step - loss: 95327.9787 - mean_absolute_error: 265.4079 - val_loss: 159169.9750 - val_mean_absolute_error: 377.4412 Epoch 21/125 148/148 [==============================] - 0s 88us/step - loss: 95290.2846 - mean_absolute_error: 265.3503 - val_loss: 159116.3062 - val_mean_absolute_error: 377.3745 Epoch 22/125 148/148 [==============================] - 0s 68us/step - loss: 95255.2259 - mean_absolute_error: 265.2952 - val_loss: 159062.9056 - val_mean_absolute_error: 377.3078 Epoch 23/125 148/148 [==============================] - 0s 74us/step - loss: 95219.7485 - mean_absolute_error: 265.2410 - val_loss: 159004.7544 - val_mean_absolute_error: 377.2348 Epoch 24/125 148/148 [==============================] - 0s 95us/step - loss: 95182.1888 - mean_absolute_error: 265.1838 - val_loss: 158949.2781 - val_mean_absolute_error: 377.1655 Epoch 25/125 148/148 [==============================] - 0s 74us/step - loss: 95144.3896 - mean_absolute_error: 265.1256 - val_loss: 158896.2987 - val_mean_absolute_error: 377.0995 Epoch 26/125 148/148 [==============================] - 0s 74us/step - loss: 95108.6535 - mean_absolute_error: 265.0700 - val_loss: 158842.7831 - val_mean_absolute_error: 377.0326 Epoch 27/125 148/148 [==============================] - 0s 95us/step - loss: 95073.2145 - mean_absolute_error: 265.0153 - val_loss: 158785.4106 - val_mean_absolute_error: 376.9610 Epoch 28/125 148/148 [==============================] - 0s 68us/step - loss: 95034.6895 - mean_absolute_error: 264.9568 - val_loss: 158731.7069 - val_mean_absolute_error: 376.8938 Epoch 29/125 148/148 [==============================] - 0s 74us/step - loss: 94999.3199 - mean_absolute_error: 264.9018 - val_loss: 158675.7675 - val_mean_absolute_error: 376.8244 Epoch 30/125 148/148 [==============================] - 0s 81us/step - loss: 94961.6590 - mean_absolute_error: 264.8456 - val_loss: 158617.3031 - val_mean_absolute_error: 376.7515 Epoch 31/125 148/148 [==============================] - 0s 61us/step - loss: 94922.6772 - mean_absolute_error: 264.7862 - val_loss: 158563.6094 - val_mean_absolute_error: 376.6845 Epoch 32/125 148/148 [==============================] - 0s 74us/step - loss: 94887.2114 - mean_absolute_error: 264.7323 - val_loss: 158504.1263 - val_mean_absolute_error: 376.6102 Epoch 33/125 148/148 [==============================] - 0s 88us/step - loss: 94847.6215 - mean_absolute_error: 264.6721 - val_loss: 158451.6819 - val_mean_absolute_error: 376.5448 Epoch 34/125 148/148 [==============================] - 0s 68us/step - loss: 94811.7354 - mean_absolute_error: 264.6180 - val_loss: 158392.2825 - val_mean_absolute_error: 376.4706 Epoch 35/125 148/148 [==============================] - 0s 74us/step - loss: 94773.4871 - mean_absolute_error: 264.5583 - val_loss: 158342.9581 - val_mean_absolute_error: 376.4085 Epoch 36/125 148/148 [==============================] - 0s 95us/step - loss: 94738.5215 - mean_absolute_error: 264.5031 - val_loss: 158280.4331 - val_mean_absolute_error: 376.3301 Epoch 37/125 148/148 [==============================] - 0s 74us/step - loss: 94697.7840 - mean_absolute_error: 264.4404 - val_loss: 158230.3637 - val_mean_absolute_error: 376.2671 Epoch 38/125 148/148 [==============================] - 0s 88us/step - loss: 94663.6005 - mean_absolute_error: 264.3868 - val_loss: 158171.6650 - val_mean_absolute_error: 376.1940 Epoch 39/125 148/148 [==============================] - 0s 88us/step - loss: 94624.1983 - mean_absolute_error: 264.3263 - val_loss: 158114.6581 - val_mean_absolute_error: 376.1224 Epoch 40/125 148/148 [==============================] - 0s 61us/step - loss: 94586.2392 - mean_absolute_error: 264.2687 - val_loss: 158057.3375 - val_mean_absolute_error: 376.0509 Epoch 41/125 148/148 [==============================] - 0s 81us/step - loss: 94548.3497 - mean_absolute_error: 264.2099 - val_loss: 157994.8369 - val_mean_absolute_error: 375.9726 Epoch 42/125 148/148 [==============================] - 0s 74us/step - loss: 94507.8993 - mean_absolute_error: 264.1478 - val_loss: 157943.2950 - val_mean_absolute_error: 375.9078 Epoch 43/125 148/148 [==============================] - 0s 81us/step - loss: 94473.1569 - mean_absolute_error: 264.0908 - val_loss: 157885.3450 - val_mean_absolute_error: 375.8352 Epoch 44/125 148/148 [==============================] - 0s 81us/step - loss: 94434.8613 - mean_absolute_error: 264.0320 - val_loss: 157833.2919 - val_mean_absolute_error: 375.7697 Epoch 45/125 148/148 [==============================] - 0s 81us/step - loss: 94400.7363 - mean_absolute_error: 263.9780 - val_loss: 157777.2538 - val_mean_absolute_error: 375.6996 Epoch 46/125 148/148 [==============================] - 0s 95us/step - loss: 94364.0089 - mean_absolute_error: 263.9223 - val_loss: 157719.1944 - val_mean_absolute_error: 375.6264 Epoch 47/125 148/148 [==============================] - 0s 101us/step - loss: 94325.0859 - mean_absolute_error: 263.8624 - val_loss: 157663.0500 - val_mean_absolute_error: 375.5561 Epoch 48/125 148/148 [==============================] - 0s 94us/step - loss: 94286.2967 - mean_absolute_error: 263.8022 - val_loss: 157607.1069 - val_mean_absolute_error: 375.4854 Epoch 49/125 148/148 [==============================] - 0s 101us/step - loss: 94248.5682 - mean_absolute_error: 263.7437 - val_loss: 157548.4956 - val_mean_absolute_error: 375.4118 Epoch 50/125 148/148 [==============================] - 0s 95us/step - loss: 94209.5467 - mean_absolute_error: 263.6844 - val_loss: 157487.8325 - val_mean_absolute_error: 375.3356 Epoch 51/125 148/148 [==============================] - 0s 101us/step - loss: 94170.1687 - mean_absolute_error: 263.6230 - val_loss: 157431.5944 - val_mean_absolute_error: 375.2650 Epoch 52/125 148/148 [==============================] - 0s 95us/step - loss: 94131.8560 - mean_absolute_error: 263.5639 - val_loss: 157371.4106 - val_mean_absolute_error: 375.1895 Epoch 53/125 148/148 [==============================] - 0s 95us/step - loss: 94091.5205 - mean_absolute_error: 263.5033 - val_loss: 157315.0000 - val_mean_absolute_error: 375.1185 Epoch 54/125 148/148 [==============================] - 0s 122us/step - loss: 94053.2095 - mean_absolute_error: 263.4437 - val_loss: 157250.2431 - val_mean_absolute_error: 375.0372 Epoch 55/125 148/148 [==============================] - 0s 101us/step - loss: 94011.4432 - mean_absolute_error: 263.3804 - val_loss: 157201.7013 - val_mean_absolute_error: 374.9754 Epoch 56/125 148/148 [==============================] - 0s 88us/step - loss: 93977.8896 - mean_absolute_error: 263.3267 - val_loss: 157147.5725 - val_mean_absolute_error: 374.9071 Epoch 57/125 148/148 [==============================] - 0s 81us/step - loss: 93941.0000 - mean_absolute_error: 263.2689 - val_loss: 157088.0912 - val_mean_absolute_error: 374.8326 Epoch 58/125 148/148 [==============================] - 0s 88us/step - loss: 93901.6628 - mean_absolute_error: 263.2090 - val_loss: 157026.6400 - val_mean_absolute_error: 374.7555 Epoch 59/125 148/148 [==============================] - 0s 88us/step - loss: 93860.7836 - mean_absolute_error: 263.1460 - val_loss: 156968.0875 - val_mean_absolute_error: 374.6818 Epoch 60/125 148/148 [==============================] - 0s 95us/step - loss: 93821.2118 - mean_absolute_error: 263.0853 - val_loss: 156916.9256 - val_mean_absolute_error: 374.6170 Epoch 61/125 148/148 [==============================] - 0s 95us/step - loss: 93785.3355 - mean_absolute_error: 263.0299 - val_loss: 156856.4981 - val_mean_absolute_error: 374.5411 Epoch 62/125 148/148 [==============================] - 0s 81us/step - loss: 93744.3359 - mean_absolute_error: 262.9676 - val_loss: 156793.3331 - val_mean_absolute_error: 374.4616 Epoch 63/125 148/148 [==============================] - 0s 74us/step - loss: 93702.5490 - mean_absolute_error: 262.9028 - val_loss: 156732.5350 - val_mean_absolute_error: 374.3854 Epoch 64/125 148/148 [==============================] - 0s 88us/step - loss: 93662.9250 - mean_absolute_error: 262.8419 - val_loss: 156677.3575 - val_mean_absolute_error: 374.3157 Epoch 65/125 148/148 [==============================] - 0s 68us/step - loss: 93625.0059 - mean_absolute_error: 262.7839 - val_loss: 156613.2319 - val_mean_absolute_error: 374.2348 Epoch 66/125 148/148 [==============================] - 0s 74us/step - loss: 93583.1307 - mean_absolute_error: 262.7196 - val_loss: 156554.1019 - val_mean_absolute_error: 374.1601 Epoch 67/125 148/148 [==============================] - 0s 74us/step - loss: 93544.6046 - mean_absolute_error: 262.6585 - val_loss: 156499.4163 - val_mean_absolute_error: 374.0905 Epoch 68/125 148/148 [==============================] - 0s 74us/step - loss: 93507.4821 - mean_absolute_error: 262.6010 - val_loss: 156442.0525 - val_mean_absolute_error: 374.0182 Epoch 69/125 148/148 [==============================] - 0s 74us/step - loss: 93469.6971 - mean_absolute_error: 262.5411 - val_loss: 156393.6656 - val_mean_absolute_error: 373.9568 Epoch 70/125 148/148 [==============================] - 0s 101us/step - loss: 93436.2095 - mean_absolute_error: 262.4874 - val_loss: 156337.3744 - val_mean_absolute_error: 373.8853 Epoch 71/125 148/148 [==============================] - 0s 101us/step - loss: 93397.2527 - mean_absolute_error: 262.4267 - val_loss: 156277.7700 - val_mean_absolute_error: 373.8096 Epoch 72/125 148/148 [==============================] - 0s 101us/step - loss: 93356.4022 - mean_absolute_error: 262.3626 - val_loss: 156217.4019 - val_mean_absolute_error: 373.7337 Epoch 73/125 148/148 [==============================] - 0s 95us/step - loss: 93315.8121 - mean_absolute_error: 262.2996 - val_loss: 156157.4525 - val_mean_absolute_error: 373.6581 Epoch 74/125 148/148 [==============================] - 0s 122us/step - loss: 93275.9101 - mean_absolute_error: 262.2383 - val_loss: 156098.0981 - val_mean_absolute_error: 373.5833 Epoch 75/125 148/148 [==============================] - 0s 88us/step - loss: 93236.0902 - mean_absolute_error: 262.1787 - val_loss: 156033.7806 - val_mean_absolute_error: 373.5023 Epoch 76/125 148/148 [==============================] - 0s 169us/step - loss: 93194.0266 - mean_absolute_error: 262.1122 - val_loss: 155977.8387 - val_mean_absolute_error: 373.4310 Epoch 77/125 148/148 [==============================] - 0s 101us/step - loss: 93155.4054 - mean_absolute_error: 262.0521 - val_loss: 155919.1837 - val_mean_absolute_error: 373.3567 Epoch 78/125 148/148 [==============================] - 0s 122us/step - loss: 93115.3685 - mean_absolute_error: 261.9898 - val_loss: 155860.2269 - val_mean_absolute_error: 373.2818 Epoch 79/125 148/148 [==============================] - 0s 108us/step - loss: 93076.9818 - mean_absolute_error: 261.9300 - val_loss: 155800.4025 - val_mean_absolute_error: 373.2060 Epoch 80/125 148/148 [==============================] - 0s 101us/step - loss: 93036.7935 - mean_absolute_error: 261.8677 - val_loss: 155744.0356 - val_mean_absolute_error: 373.1344 Epoch 81/125 148/148 [==============================] - 0s 95us/step - loss: 92997.9755 - mean_absolute_error: 261.8083 - val_loss: 155676.8281 - val_mean_absolute_error: 373.0493 Epoch 82/125 148/148 [==============================] - 0s 128us/step - loss: 92955.1225 - mean_absolute_error: 261.7419 - val_loss: 155617.4975 - val_mean_absolute_error: 372.9741 Epoch 83/125 148/148 [==============================] - 0s 182us/step - loss: 92914.7531 - mean_absolute_error: 261.6785 - val_loss: 155560.1450 - val_mean_absolute_error: 372.9013 Epoch 84/125 148/148 [==============================] - 0s 128us/step - loss: 92875.9405 - mean_absolute_error: 261.6198 - val_loss: 155496.7281 - val_mean_absolute_error: 372.8203 Epoch 85/125 148/148 [==============================] - 0s 135us/step - loss: 92834.1322 - mean_absolute_error: 261.5547 - val_loss: 155439.4894 - val_mean_absolute_error: 372.7472 Epoch 86/125 148/148 [==============================] - 0s 142us/step - loss: 92795.1962 - mean_absolute_error: 261.4938 - val_loss: 155385.1344 - val_mean_absolute_error: 372.6780 Epoch 87/125 148/148 [==============================] - 0s 128us/step - loss: 92758.0762 - mean_absolute_error: 261.4339 - val_loss: 155322.5350 - val_mean_absolute_error: 372.5985 Epoch 88/125 148/148 [==============================] - 0s 101us/step - loss: 92716.0076 - mean_absolute_error: 261.3695 - val_loss: 155260.9900 - val_mean_absolute_error: 372.5202 Epoch 89/125 148/148 [==============================] - 0s 101us/step - loss: 92675.0040 - mean_absolute_error: 261.3059 - val_loss: 155201.4469 - val_mean_absolute_error: 372.4442 Epoch 90/125 148/148 [==============================] - 0s 95us/step - loss: 92634.7494 - mean_absolute_error: 261.2426 - val_loss: 155134.7581 - val_mean_absolute_error: 372.3605 Epoch 91/125 148/148 [==============================] - 0s 101us/step - loss: 92592.4238 - mean_absolute_error: 261.1774 - val_loss: 155075.4544 - val_mean_absolute_error: 372.2857 Epoch 92/125 148/148 [==============================] - 0s 95us/step - loss: 92553.6510 - mean_absolute_error: 261.1170 - val_loss: 155019.4869 - val_mean_absolute_error: 372.2143 Epoch 93/125 148/148 [==============================] - 0s 115us/step - loss: 92514.5595 - mean_absolute_error: 261.0547 - val_loss: 154958.1631 - val_mean_absolute_error: 372.1367 Epoch 94/125 148/148 [==============================] - 0s 128us/step - loss: 92474.1649 - mean_absolute_error: 260.9922 - val_loss: 154894.7462 - val_mean_absolute_error: 372.0559 Epoch 95/125 148/148 [==============================] - 0s 108us/step - loss: 92432.4284 - mean_absolute_error: 260.9275 - val_loss: 154837.8419 - val_mean_absolute_error: 371.9834 Epoch 96/125 148/148 [==============================] - 0s 95us/step - loss: 92393.7042 - mean_absolute_error: 260.8662 - val_loss: 154774.2913 - val_mean_absolute_error: 371.9033 Epoch 97/125 148/148 [==============================] - 0s 115us/step - loss: 92352.7289 - mean_absolute_error: 260.8033 - val_loss: 154709.0581 - val_mean_absolute_error: 371.8203 Epoch 98/125 148/148 [==============================] - 0s 108us/step - loss: 92309.5120 - mean_absolute_error: 260.7361 - val_loss: 154647.6219 - val_mean_absolute_error: 371.7423 Epoch 99/125 148/148 [==============================] - 0s 263us/step - loss: 92269.5013 - mean_absolute_error: 260.6735 - val_loss: 154587.6263 - val_mean_absolute_error: 371.6659 Epoch 100/125 148/148 [==============================] - 0s 176us/step - loss: 92229.4500 - mean_absolute_error: 260.6112 - val_loss: 154531.0956 - val_mean_absolute_error: 371.5939 Epoch 101/125 148/148 [==============================] - 0s 101us/step - loss: 92191.0785 - mean_absolute_error: 260.5510 - val_loss: 154472.9294 - val_mean_absolute_error: 371.5192 Epoch 102/125 148/148 [==============================] - 0s 81us/step - loss: 92151.4280 - mean_absolute_error: 260.4888 - val_loss: 154409.8144 - val_mean_absolute_error: 371.4389 Epoch 103/125 148/148 [==============================] - 0s 74us/step - loss: 92109.4018 - mean_absolute_error: 260.4234 - val_loss: 154353.8012 - val_mean_absolute_error: 371.3669 Epoch 104/125 148/148 [==============================] - 0s 74us/step - loss: 92070.9455 - mean_absolute_error: 260.3630 - val_loss: 154290.7737 - val_mean_absolute_error: 371.2865 Epoch 105/125 148/148 [==============================] - 0s 68us/step - loss: 92029.1845 - mean_absolute_error: 260.2981 - val_loss: 154225.6925 - val_mean_absolute_error: 371.2034 Epoch 106/125 148/148 [==============================] - 0s 74us/step - loss: 91987.1210 - mean_absolute_error: 260.2323 - val_loss: 154161.8513 - val_mean_absolute_error: 371.1218 Epoch 107/125 148/148 [==============================] - 0s 74us/step - loss: 91944.6406 - mean_absolute_error: 260.1653 - val_loss: 154106.8637 - val_mean_absolute_error: 371.0515 Epoch 108/125 148/148 [==============================] - 0s 74us/step - loss: 91907.2893 - mean_absolute_error: 260.1066 - val_loss: 154043.1800 - val_mean_absolute_error: 370.9705 Epoch 109/125 148/148 [==============================] - 0s 68us/step - loss: 91865.5741 - mean_absolute_error: 260.0426 - val_loss: 153987.1875 - val_mean_absolute_error: 370.8986 Epoch 110/125 148/148 [==============================] - 0s 88us/step - loss: 91827.3237 - mean_absolute_error: 259.9809 - val_loss: 153920.4581 - val_mean_absolute_error: 370.8135 Epoch 111/125 148/148 [==============================] - 0s 88us/step - loss: 91783.4377 - mean_absolute_error: 259.9141 - val_loss: 153857.4225 - val_mean_absolute_error: 370.7329 Epoch 112/125 148/148 [==============================] - 0s 68us/step - loss: 91740.9077 - mean_absolute_error: 259.8479 - val_loss: 153793.8569 - val_mean_absolute_error: 370.6517 Epoch 113/125 148/148 [==============================] - 0s 74us/step - loss: 91699.5135 - mean_absolute_error: 259.7826 - val_loss: 153741.2162 - val_mean_absolute_error: 370.5838 Epoch 114/125 148/148 [==============================] - 0s 101us/step - loss: 91663.2388 - mean_absolute_error: 259.7247 - val_loss: 153672.9931 - val_mean_absolute_error: 370.4967 Epoch 115/125 148/148 [==============================] - 0s 88us/step - loss: 91619.5813 - mean_absolute_error: 259.6569 - val_loss: 153619.4231 - val_mean_absolute_error: 370.4282 Epoch 116/125 148/148 [==============================] - 0s 81us/step - loss: 91582.4664 - mean_absolute_error: 259.5995 - val_loss: 153557.5425 - val_mean_absolute_error: 370.3494 Epoch 117/125 148/148 [==============================] - 0s 81us/step - loss: 91541.0530 - mean_absolute_error: 259.5346 - val_loss: 153492.4119 - val_mean_absolute_error: 370.2661 Epoch 118/125 148/148 [==============================] - 0s 74us/step - loss: 91498.2276 - mean_absolute_error: 259.4690 - val_loss: 153428.1787 - val_mean_absolute_error: 370.1840 Epoch 119/125 148/148 [==============================] - 0s 68us/step - loss: 91455.7671 - mean_absolute_error: 259.4015 - val_loss: 153368.6494 - val_mean_absolute_error: 370.1079 Epoch 120/125 148/148 [==============================] - 0s 68us/step - loss: 91415.9516 - mean_absolute_error: 259.3401 - val_loss: 153302.3744 - val_mean_absolute_error: 370.0233 Epoch 121/125 148/148 [==============================] - 0s 68us/step - loss: 91372.8142 - mean_absolute_error: 259.2733 - val_loss: 153237.3006 - val_mean_absolute_error: 369.9399 Epoch 122/125 148/148 [==============================] - 0s 61us/step - loss: 91330.4918 - mean_absolute_error: 259.2083 - val_loss: 153178.4981 - val_mean_absolute_error: 369.8642 Epoch 123/125 148/148 [==============================] - 0s 81us/step - loss: 91290.8676 - mean_absolute_error: 259.1451 - val_loss: 153112.6325 - val_mean_absolute_error: 369.7798 Epoch 124/125 148/148 [==============================] - 0s 74us/step - loss: 91248.3758 - mean_absolute_error: 259.0784 - val_loss: 153051.3781 - val_mean_absolute_error: 369.7011 Epoch 125/125 148/148 [==============================] - 0s 68us/step - loss: 91207.4825 - mean_absolute_error: 259.0148 - val_loss: 152985.2762 - val_mean_absolute_error: 369.6160
<keras.callbacks.History at 0x2073cea00f0>
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=500,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/500 148/148 [==============================] - 0s 88us/step - loss: 91162.7251 - mean_absolute_error: 258.9451 - val_loss: 152920.0250 - val_mean_absolute_error: 369.5322 Epoch 2/500 148/148 [==============================] - 0s 68us/step - loss: 91119.8241 - mean_absolute_error: 258.8780 - val_loss: 152860.3637 - val_mean_absolute_error: 369.4555 Epoch 3/500 148/148 [==============================] - 0s 95us/step - loss: 91080.3539 - mean_absolute_error: 258.8163 - val_loss: 152800.4250 - val_mean_absolute_error: 369.3786 Epoch 4/500 148/148 [==============================] - 0s 74us/step - loss: 91040.4973 - mean_absolute_error: 258.7534 - val_loss: 152740.2687 - val_mean_absolute_error: 369.3016 Epoch 5/500 148/148 [==============================] - 0s 81us/step - loss: 91000.2111 - mean_absolute_error: 258.6894 - val_loss: 152675.5638 - val_mean_absolute_error: 369.2190 Epoch 6/500 148/148 [==============================] - 0s 88us/step - loss: 90958.0439 - mean_absolute_error: 258.6236 - val_loss: 152608.7675 - val_mean_absolute_error: 369.1330 Epoch 7/500 148/148 [==============================] - 0s 88us/step - loss: 90913.5479 - mean_absolute_error: 258.5538 - val_loss: 152549.2325 - val_mean_absolute_error: 369.0560 Epoch 8/500 148/148 [==============================] - 0s 81us/step - loss: 90873.6362 - mean_absolute_error: 258.4920 - val_loss: 152484.8725 - val_mean_absolute_error: 368.9733 Epoch 9/500 148/148 [==============================] - 0s 95us/step - loss: 90831.6707 - mean_absolute_error: 258.4269 - val_loss: 152425.4281 - val_mean_absolute_error: 368.8969 Epoch 10/500 148/148 [==============================] - 0s 61us/step - loss: 90791.5099 - mean_absolute_error: 258.3644 - val_loss: 152354.8644 - val_mean_absolute_error: 368.8064 Epoch 11/500 148/148 [==============================] - 0s 88us/step - loss: 90746.1249 - mean_absolute_error: 258.2935 - val_loss: 152293.6025 - val_mean_absolute_error: 368.7278 Epoch 12/500 148/148 [==============================] - 0s 88us/step - loss: 90704.7449 - mean_absolute_error: 258.2292 - val_loss: 152230.4681 - val_mean_absolute_error: 368.6467 Epoch 13/500 148/148 [==============================] - 0s 74us/step - loss: 90661.6451 - mean_absolute_error: 258.1627 - val_loss: 152163.5738 - val_mean_absolute_error: 368.5613 Epoch 14/500 148/148 [==============================] - 0s 74us/step - loss: 90619.2253 - mean_absolute_error: 258.0966 - val_loss: 152095.9750 - val_mean_absolute_error: 368.4745 Epoch 15/500 148/148 [==============================] - 0s 81us/step - loss: 90575.3053 - mean_absolute_error: 258.0286 - val_loss: 152030.5931 - val_mean_absolute_error: 368.3907 Epoch 16/500 148/148 [==============================] - 0s 81us/step - loss: 90532.3319 - mean_absolute_error: 257.9615 - val_loss: 151963.3656 - val_mean_absolute_error: 368.3044 Epoch 17/500 148/148 [==============================] - 0s 88us/step - loss: 90487.8524 - mean_absolute_error: 257.8930 - val_loss: 151896.5862 - val_mean_absolute_error: 368.2189 Epoch 18/500 148/148 [==============================] - 0s 81us/step - loss: 90444.2124 - mean_absolute_error: 257.8250 - val_loss: 151836.4362 - val_mean_absolute_error: 368.1411 Epoch 19/500 148/148 [==============================] - 0s 68us/step - loss: 90403.7253 - mean_absolute_error: 257.7614 - val_loss: 151778.7725 - val_mean_absolute_error: 368.0670 Epoch 20/500 148/148 [==============================] - 0s 95us/step - loss: 90365.3518 - mean_absolute_error: 257.7029 - val_loss: 151711.0225 - val_mean_absolute_error: 367.9797 Epoch 21/500 148/148 [==============================] - 0s 74us/step - loss: 90321.3963 - mean_absolute_error: 257.6335 - val_loss: 151644.8544 - val_mean_absolute_error: 367.8943 Epoch 22/500 148/148 [==============================] - 0s 88us/step - loss: 90277.6350 - mean_absolute_error: 257.5658 - val_loss: 151585.6131 - val_mean_absolute_error: 367.8176 Epoch 23/500 148/148 [==============================] - 0s 95us/step - loss: 90237.6400 - mean_absolute_error: 257.5040 - val_loss: 151516.5669 - val_mean_absolute_error: 367.7282 Epoch 24/500 148/148 [==============================] - 0s 68us/step - loss: 90191.7587 - mean_absolute_error: 257.4322 - val_loss: 151453.3944 - val_mean_absolute_error: 367.6470 Epoch 25/500 148/148 [==============================] - 0s 81us/step - loss: 90150.7054 - mean_absolute_error: 257.3682 - val_loss: 151386.5475 - val_mean_absolute_error: 367.5606 Epoch 26/500 148/148 [==============================] - 0s 95us/step - loss: 90106.5762 - mean_absolute_error: 257.2984 - val_loss: 151313.4287 - val_mean_absolute_error: 367.4669 Epoch 27/500 148/148 [==============================] - 0s 81us/step - loss: 90059.9603 - mean_absolute_error: 257.2272 - val_loss: 151256.0431 - val_mean_absolute_error: 367.3932 Epoch 28/500 148/148 [==============================] - 0s 88us/step - loss: 90021.4135 - mean_absolute_error: 257.1674 - val_loss: 151197.4150 - val_mean_absolute_error: 367.3179 Epoch 29/500 148/148 [==============================] - 0s 95us/step - loss: 89981.6311 - mean_absolute_error: 257.1070 - val_loss: 151122.4900 - val_mean_absolute_error: 367.2221 Epoch 30/500 148/148 [==============================] - 0s 61us/step - loss: 89934.1875 - mean_absolute_error: 257.0336 - val_loss: 151057.7806 - val_mean_absolute_error: 367.1389 Epoch 31/500 148/148 [==============================] - 0s 88us/step - loss: 89891.9737 - mean_absolute_error: 256.9687 - val_loss: 150999.2581 - val_mean_absolute_error: 367.0631 Epoch 32/500 148/148 [==============================] - 0s 88us/step - loss: 89851.7838 - mean_absolute_error: 256.9060 - val_loss: 150933.1425 - val_mean_absolute_error: 366.9780 Epoch 33/500 148/148 [==============================] - 0s 74us/step - loss: 89807.4181 - mean_absolute_error: 256.8376 - val_loss: 150865.3975 - val_mean_absolute_error: 366.8914 Epoch 34/500 148/148 [==============================] - 0s 101us/step - loss: 89763.4485 - mean_absolute_error: 256.7685 - val_loss: 150802.1619 - val_mean_absolute_error: 366.8102 Epoch 35/500 148/148 [==============================] - 0s 74us/step - loss: 89721.2116 - mean_absolute_error: 256.7023 - val_loss: 150728.6713 - val_mean_absolute_error: 366.7162 Epoch 36/500 148/148 [==============================] - 0s 68us/step - loss: 89675.2017 - mean_absolute_error: 256.6314 - val_loss: 150675.0312 - val_mean_absolute_error: 366.6469 Epoch 37/500 148/148 [==============================] - 0s 81us/step - loss: 89638.8237 - mean_absolute_error: 256.5746 - val_loss: 150601.8219 - val_mean_absolute_error: 366.5531 Epoch 38/500 148/148 [==============================] - 0s 81us/step - loss: 89591.3832 - mean_absolute_error: 256.5018 - val_loss: 150547.2031 - val_mean_absolute_error: 366.4821 Epoch 39/500 148/148 [==============================] - 0s 81us/step - loss: 89553.5752 - mean_absolute_error: 256.4423 - val_loss: 150486.0044 - val_mean_absolute_error: 366.4032 Epoch 40/500 148/148 [==============================] - 0s 68us/step - loss: 89512.5435 - mean_absolute_error: 256.3785 - val_loss: 150414.3156 - val_mean_absolute_error: 366.3112 Epoch 41/500 148/148 [==============================] - 0s 81us/step - loss: 89465.5055 - mean_absolute_error: 256.3071 - val_loss: 150340.8319 - val_mean_absolute_error: 366.2163 Epoch 42/500 148/148 [==============================] - 0s 81us/step - loss: 89418.0555 - mean_absolute_error: 256.2340 - val_loss: 150269.1594 - val_mean_absolute_error: 366.1249 Epoch 43/500 148/148 [==============================] - 0s 61us/step - loss: 89372.0562 - mean_absolute_error: 256.1628 - val_loss: 150208.4919 - val_mean_absolute_error: 366.0467 Epoch 44/500 148/148 [==============================] - 0s 74us/step - loss: 89331.6052 - mean_absolute_error: 256.0990 - val_loss: 150140.4587 - val_mean_absolute_error: 365.9592 Epoch 45/500 148/148 [==============================] - 0s 74us/step - loss: 89286.6871 - mean_absolute_error: 256.0303 - val_loss: 150075.6300 - val_mean_absolute_error: 365.8757 Epoch 46/500 148/148 [==============================] - 0s 74us/step - loss: 89242.8663 - mean_absolute_error: 255.9629 - val_loss: 150005.1487 - val_mean_absolute_error: 365.7852 Epoch 47/500 148/148 [==============================] - ETA: 0s - loss: 87107.3594 - mean_absolute_error: 249.090 - 0s 61us/step - loss: 89198.7969 - mean_absolute_error: 255.8953 - val_loss: 149947.6350 - val_mean_absolute_error: 365.7109 Epoch 48/500 148/148 [==============================] - 0s 81us/step - loss: 89160.6098 - mean_absolute_error: 255.8356 - val_loss: 149884.0831 - val_mean_absolute_error: 365.6285 Epoch 49/500 148/148 [==============================] - 0s 74us/step - loss: 89117.2482 - mean_absolute_error: 255.7681 - val_loss: 149824.4281 - val_mean_absolute_error: 365.5513 Epoch 50/500 148/148 [==============================] - 0s 74us/step - loss: 89077.5899 - mean_absolute_error: 255.7055 - val_loss: 149757.6581 - val_mean_absolute_error: 365.4650 Epoch 51/500 148/148 [==============================] - 0s 61us/step - loss: 89033.6246 - mean_absolute_error: 255.6379 - val_loss: 149688.8438 - val_mean_absolute_error: 365.3762 Epoch 52/500 148/148 [==============================] - 0s 74us/step - loss: 88987.9117 - mean_absolute_error: 255.5674 - val_loss: 149615.1025 - val_mean_absolute_error: 365.2820 Epoch 53/500 148/148 [==============================] - 0s 68us/step - loss: 88941.3533 - mean_absolute_error: 255.4960 - val_loss: 149549.5219 - val_mean_absolute_error: 365.1976 Epoch 54/500 148/148 [==============================] - 0s 74us/step - loss: 88898.7166 - mean_absolute_error: 255.4318 - val_loss: 149487.1537 - val_mean_absolute_error: 365.1166 Epoch 55/500 148/148 [==============================] - 0s 68us/step - loss: 88856.4890 - mean_absolute_error: 255.3652 - val_loss: 149411.7387 - val_mean_absolute_error: 365.0193 Epoch 56/500 148/148 [==============================] - 0s 74us/step - loss: 88808.0129 - mean_absolute_error: 255.2899 - val_loss: 149343.7787 - val_mean_absolute_error: 364.9316 Epoch 57/500 148/148 [==============================] - 0s 74us/step - loss: 88763.0435 - mean_absolute_error: 255.2204 - val_loss: 149271.6981 - val_mean_absolute_error: 364.8382 Epoch 58/500 148/148 [==============================] - 0s 61us/step - loss: 88717.0271 - mean_absolute_error: 255.1499 - val_loss: 149213.1137 - val_mean_absolute_error: 364.7625 Epoch 59/500 148/148 [==============================] - 0s 74us/step - loss: 88676.9227 - mean_absolute_error: 255.0879 - val_loss: 149142.7006 - val_mean_absolute_error: 364.6712 Epoch 60/500 148/148 [==============================] - 0s 74us/step - loss: 88631.4396 - mean_absolute_error: 255.0179 - val_loss: 149068.9138 - val_mean_absolute_error: 364.5764 Epoch 61/500 148/148 [==============================] - 0s 61us/step - loss: 88584.7762 - mean_absolute_error: 254.9467 - val_loss: 148998.8400 - val_mean_absolute_error: 364.4864 Epoch 62/500 148/148 [==============================] - 0s 68us/step - loss: 88540.2622 - mean_absolute_error: 254.8780 - val_loss: 148936.1375 - val_mean_absolute_error: 364.4048 Epoch 63/500 148/148 [==============================] - 0s 81us/step - loss: 88498.1383 - mean_absolute_error: 254.8123 - val_loss: 148862.6431 - val_mean_absolute_error: 364.3099 Epoch 64/500 148/148 [==============================] - 0s 61us/step - loss: 88451.0864 - mean_absolute_error: 254.7403 - val_loss: 148796.0456 - val_mean_absolute_error: 364.2235 Epoch 65/500 148/148 [==============================] - 0s 74us/step - loss: 88406.3397 - mean_absolute_error: 254.6716 - val_loss: 148729.5225 - val_mean_absolute_error: 364.1381 Epoch 66/500 148/148 [==============================] - 0s 81us/step - loss: 88362.6535 - mean_absolute_error: 254.6046 - val_loss: 148662.5825 - val_mean_absolute_error: 364.0514 Epoch 67/500 148/148 [==============================] - 0s 81us/step - loss: 88318.8150 - mean_absolute_error: 254.5362 - val_loss: 148604.0100 - val_mean_absolute_error: 363.9752 Epoch 68/500 148/148 [==============================] - 0s 74us/step - loss: 88279.1743 - mean_absolute_error: 254.4751 - val_loss: 148539.8500 - val_mean_absolute_error: 363.8920 Epoch 69/500 148/148 [==============================] - 0s 81us/step - loss: 88236.6038 - mean_absolute_error: 254.4091 - val_loss: 148474.1331 - val_mean_absolute_error: 363.8061 Epoch 70/500 148/148 [==============================] - 0s 81us/step - loss: 88193.4079 - mean_absolute_error: 254.3419 - val_loss: 148402.5250 - val_mean_absolute_error: 363.7130 Epoch 71/500 148/148 [==============================] - 0s 101us/step - loss: 88146.9054 - mean_absolute_error: 254.2709 - val_loss: 148329.8081 - val_mean_absolute_error: 363.6186 Epoch 72/500 148/148 [==============================] - 0s 74us/step - loss: 88099.1841 - mean_absolute_error: 254.1964 - val_loss: 148261.5606 - val_mean_absolute_error: 363.5300 Epoch 73/500 148/148 [==============================] - 0s 101us/step - loss: 88053.9362 - mean_absolute_error: 254.1278 - val_loss: 148202.2419 - val_mean_absolute_error: 363.4529 Epoch 74/500 148/148 [==============================] - 0s 81us/step - loss: 88013.5709 - mean_absolute_error: 254.0653 - val_loss: 148128.6281 - val_mean_absolute_error: 363.3586 Epoch 75/500 148/148 [==============================] - 0s 81us/step - loss: 87967.4076 - mean_absolute_error: 253.9950 - val_loss: 148060.7456 - val_mean_absolute_error: 363.2706 Epoch 76/500 148/148 [==============================] - 0s 81us/step - loss: 87922.0752 - mean_absolute_error: 253.9250 - val_loss: 147986.7819 - val_mean_absolute_error: 363.1745 Epoch 77/500 148/148 [==============================] - 0s 81us/step - loss: 87873.2431 - mean_absolute_error: 253.8493 - val_loss: 147921.0500 - val_mean_absolute_error: 363.0887 Epoch 78/500 148/148 [==============================] - 0s 74us/step - loss: 87829.6554 - mean_absolute_error: 253.7832 - val_loss: 147846.9050 - val_mean_absolute_error: 362.9920 Epoch 79/500 148/148 [==============================] - 0s 68us/step - loss: 87782.0004 - mean_absolute_error: 253.7096 - val_loss: 147778.5338 - val_mean_absolute_error: 362.9025 Epoch 80/500 148/148 [==============================] - 0s 81us/step - loss: 87737.3501 - mean_absolute_error: 253.6398 - val_loss: 147710.5262 - val_mean_absolute_error: 362.8141 Epoch 81/500 148/148 [==============================] - 0s 108us/step - loss: 87692.6294 - mean_absolute_error: 253.5721 - val_loss: 147642.6737 - val_mean_absolute_error: 362.7251 Epoch 82/500 148/148 [==============================] - 0s 81us/step - loss: 87647.5053 - mean_absolute_error: 253.5002 - val_loss: 147566.3712 - val_mean_absolute_error: 362.6263 Epoch 83/500 148/148 [==============================] - 0s 95us/step - loss: 87599.8155 - mean_absolute_error: 253.4277 - val_loss: 147505.3175 - val_mean_absolute_error: 362.5464 Epoch 84/500 148/148 [==============================] - 0s 95us/step - loss: 87558.5184 - mean_absolute_error: 253.3638 - val_loss: 147429.6162 - val_mean_absolute_error: 362.4479 Epoch 85/500 148/148 [==============================] - 0s 115us/step - loss: 87509.0625 - mean_absolute_error: 253.2867 - val_loss: 147368.4813 - val_mean_absolute_error: 362.3681 Epoch 86/500 148/148 [==============================] - 0s 115us/step - loss: 87468.6151 - mean_absolute_error: 253.2229 - val_loss: 147304.0100 - val_mean_absolute_error: 362.2837 Epoch 87/500 148/148 [==============================] - 0s 108us/step - loss: 87424.9685 - mean_absolute_error: 253.1564 - val_loss: 147231.8337 - val_mean_absolute_error: 362.1896 Epoch 88/500 148/148 [==============================] - 0s 169us/step - loss: 87378.1216 - mean_absolute_error: 253.0829 - val_loss: 147167.5225 - val_mean_absolute_error: 362.1059 Epoch 89/500 148/148 [==============================] - 0s 182us/step - loss: 87335.1033 - mean_absolute_error: 253.0157 - val_loss: 147099.6681 - val_mean_absolute_error: 362.0167 Epoch 90/500 148/148 [==============================] - 0s 142us/step - loss: 87289.9096 - mean_absolute_error: 252.9451 - val_loss: 147033.4731 - val_mean_absolute_error: 361.9304 Epoch 91/500 148/148 [==============================] - 0s 135us/step - loss: 87246.5557 - mean_absolute_error: 252.8785 - val_loss: 146964.7369 - val_mean_absolute_error: 361.8400 Epoch 92/500 148/148 [==============================] - 0s 142us/step - loss: 87199.2705 - mean_absolute_error: 252.8049 - val_loss: 146893.9056 - val_mean_absolute_error: 361.7477 Epoch 93/500 148/148 [==============================] - 0s 122us/step - loss: 87153.0743 - mean_absolute_error: 252.7346 - val_loss: 146826.6187 - val_mean_absolute_error: 361.6600 Epoch 94/500 148/148 [==============================] - 0s 115us/step - loss: 87108.4348 - mean_absolute_error: 252.6639 - val_loss: 146757.6350 - val_mean_absolute_error: 361.5694 Epoch 95/500 148/148 [==============================] - 0s 128us/step - loss: 87063.1284 - mean_absolute_error: 252.5947 - val_loss: 146687.3894 - val_mean_absolute_error: 361.4775 Epoch 96/500 148/148 [==============================] - 0s 101us/step - loss: 87017.4008 - mean_absolute_error: 252.5220 - val_loss: 146621.2787 - val_mean_absolute_error: 361.3913 Epoch 97/500 148/148 [==============================] - 0s 101us/step - loss: 86973.4622 - mean_absolute_error: 252.4536 - val_loss: 146556.5481 - val_mean_absolute_error: 361.3065 Epoch 98/500 148/148 [==============================] - 0s 95us/step - loss: 86929.9605 - mean_absolute_error: 252.3852 - val_loss: 146482.3525 - val_mean_absolute_error: 361.2090 Epoch 99/500 148/148 [==============================] - 0s 88us/step - loss: 86880.7901 - mean_absolute_error: 252.3082 - val_loss: 146409.0650 - val_mean_absolute_error: 361.1135 Epoch 100/500 148/148 [==============================] - 0s 81us/step - loss: 86833.6248 - mean_absolute_error: 252.2353 - val_loss: 146349.9169 - val_mean_absolute_error: 361.0359 Epoch 101/500 148/148 [==============================] - 0s 74us/step - loss: 86793.9014 - mean_absolute_error: 252.1734 - val_loss: 146282.5300 - val_mean_absolute_error: 360.9477 Epoch 102/500 148/148 [==============================] - 0s 61us/step - loss: 86749.6433 - mean_absolute_error: 252.1048 - val_loss: 146215.9550 - val_mean_absolute_error: 360.8605 Epoch 103/500 148/148 [==============================] - 0s 81us/step - loss: 86705.7992 - mean_absolute_error: 252.0372 - val_loss: 146141.4350 - val_mean_absolute_error: 360.7629 Epoch 104/500 148/148 [==============================] - 0s 74us/step - loss: 86657.1054 - mean_absolute_error: 251.9607 - val_loss: 146070.5963 - val_mean_absolute_error: 360.6703 Epoch 105/500 148/148 [==============================] - 0s 74us/step - loss: 86610.7078 - mean_absolute_error: 251.8901 - val_loss: 146001.5763 - val_mean_absolute_error: 360.5805 Epoch 106/500 148/148 [==============================] - 0s 68us/step - loss: 86566.9701 - mean_absolute_error: 251.8231 - val_loss: 145937.2588 - val_mean_absolute_error: 360.4961 Epoch 107/500 148/148 [==============================] - 0s 74us/step - loss: 86523.7603 - mean_absolute_error: 251.7555 - val_loss: 145863.6056 - val_mean_absolute_error: 360.3997 Epoch 108/500 148/148 [==============================] - 0s 81us/step - loss: 86476.0148 - mean_absolute_error: 251.6822 - val_loss: 145790.6075 - val_mean_absolute_error: 360.3043 Epoch 109/500 148/148 [==============================] - 0s 61us/step - loss: 86427.2274 - mean_absolute_error: 251.6065 - val_loss: 145718.5638 - val_mean_absolute_error: 360.2114 Epoch 110/500 148/148 [==============================] - 0s 81us/step - loss: 86381.2874 - mean_absolute_error: 251.5352 - val_loss: 145647.0094 - val_mean_absolute_error: 360.1179 Epoch 111/500 148/148 [==============================] - 0s 74us/step - loss: 86334.0657 - mean_absolute_error: 251.4630 - val_loss: 145575.3588 - val_mean_absolute_error: 360.0238 Epoch 112/500 148/148 [==============================] - 0s 61us/step - loss: 86288.0682 - mean_absolute_error: 251.3903 - val_loss: 145505.8612 - val_mean_absolute_error: 359.9326 Epoch 113/500 148/148 [==============================] - 0s 74us/step - loss: 86242.5017 - mean_absolute_error: 251.3197 - val_loss: 145441.1194 - val_mean_absolute_error: 359.8479 Epoch 114/500 148/148 [==============================] - 0s 68us/step - loss: 86198.9005 - mean_absolute_error: 251.2515 - val_loss: 145364.5094 - val_mean_absolute_error: 359.7469 Epoch 115/500 148/148 [==============================] - 0s 68us/step - loss: 86148.8292 - mean_absolute_error: 251.1744 - val_loss: 145298.2650 - val_mean_absolute_error: 359.6591 Epoch 116/500 148/148 [==============================] - 0s 68us/step - loss: 86104.5428 - mean_absolute_error: 251.1017 - val_loss: 145236.6494 - val_mean_absolute_error: 359.5776 Epoch 117/500 148/148 [==============================] - 0s 81us/step - loss: 86062.8349 - mean_absolute_error: 251.0369 - val_loss: 145167.0331 - val_mean_absolute_error: 359.4863 Epoch 118/500 148/148 [==============================] - 0s 68us/step - loss: 86017.5530 - mean_absolute_error: 250.9669 - val_loss: 145095.7181 - val_mean_absolute_error: 359.3923 Epoch 119/500 148/148 [==============================] - 0s 68us/step - loss: 85971.2379 - mean_absolute_error: 250.8937 - val_loss: 145037.5925 - val_mean_absolute_error: 359.3151 Epoch 120/500 148/148 [==============================] - 0s 81us/step - loss: 85931.2656 - mean_absolute_error: 250.8302 - val_loss: 144963.8500 - val_mean_absolute_error: 359.2176 Epoch 121/500 148/148 [==============================] - 0s 74us/step - loss: 85883.7515 - mean_absolute_error: 250.7560 - val_loss: 144898.2900 - val_mean_absolute_error: 359.1316 Epoch 122/500 148/148 [==============================] - 0s 88us/step - loss: 85840.0509 - mean_absolute_error: 250.6877 - val_loss: 144824.6775 - val_mean_absolute_error: 359.0342 Epoch 123/500 148/148 [==============================] - 0s 81us/step - loss: 85792.0785 - mean_absolute_error: 250.6139 - val_loss: 144753.6169 - val_mean_absolute_error: 358.9399 Epoch 124/500 148/148 [==============================] - 0s 95us/step - loss: 85744.0598 - mean_absolute_error: 250.5394 - val_loss: 144683.1500 - val_mean_absolute_error: 358.8474 Epoch 125/500 148/148 [==============================] - 0s 95us/step - loss: 85697.9139 - mean_absolute_error: 250.4673 - val_loss: 144611.7700 - val_mean_absolute_error: 358.7530 Epoch 126/500 148/148 [==============================] - 0s 101us/step - loss: 85651.9234 - mean_absolute_error: 250.3948 - val_loss: 144550.6088 - val_mean_absolute_error: 358.6722 Epoch 127/500 148/148 [==============================] - 0s 101us/step - loss: 85611.1852 - mean_absolute_error: 250.3303 - val_loss: 144483.4469 - val_mean_absolute_error: 358.5827 Epoch 128/500 148/148 [==============================] - 0s 88us/step - loss: 85565.6307 - mean_absolute_error: 250.2587 - val_loss: 144411.5069 - val_mean_absolute_error: 358.4879 Epoch 129/500 148/148 [==============================] - 0s 95us/step - loss: 85518.5304 - mean_absolute_error: 250.1858 - val_loss: 144344.7406 - val_mean_absolute_error: 358.3986 Epoch 130/500 148/148 [==============================] - 0s 95us/step - loss: 85474.8190 - mean_absolute_error: 250.1168 - val_loss: 144267.2037 - val_mean_absolute_error: 358.2972 Epoch 131/500 148/148 [==============================] - 0s 95us/step - loss: 85426.4453 - mean_absolute_error: 250.0407 - val_loss: 144201.2444 - val_mean_absolute_error: 358.2102 Epoch 132/500 148/148 [==============================] - 0s 95us/step - loss: 85383.1191 - mean_absolute_error: 249.9705 - val_loss: 144139.9337 - val_mean_absolute_error: 358.1292 Epoch 133/500 148/148 [==============================] - 0s 95us/step - loss: 85340.8921 - mean_absolute_error: 249.9046 - val_loss: 144071.0562 - val_mean_absolute_error: 358.0387 Epoch 134/500 148/148 [==============================] - 0s 95us/step - loss: 85295.3786 - mean_absolute_error: 249.8329 - val_loss: 143999.2638 - val_mean_absolute_error: 357.9439 Epoch 135/500 148/148 [==============================] - 0s 101us/step - loss: 85248.2268 - mean_absolute_error: 249.7582 - val_loss: 143930.6644 - val_mean_absolute_error: 357.8533 Epoch 136/500 148/148 [==============================] - 0s 88us/step - loss: 85202.6360 - mean_absolute_error: 249.6867 - val_loss: 143864.0369 - val_mean_absolute_error: 357.7649 Epoch 137/500 148/148 [==============================] - 0s 95us/step - loss: 85158.5885 - mean_absolute_error: 249.6173 - val_loss: 143798.3456 - val_mean_absolute_error: 357.6784 Epoch 138/500 148/148 [==============================] - 0s 88us/step - loss: 85114.2996 - mean_absolute_error: 249.5477 - val_loss: 143728.9869 - val_mean_absolute_error: 357.5860 Epoch 139/500 148/148 [==============================] - 0s 95us/step - loss: 85069.3237 - mean_absolute_error: 249.4760 - val_loss: 143665.7400 - val_mean_absolute_error: 357.5017 Epoch 140/500 148/148 [==============================] - 0s 95us/step - loss: 85027.2006 - mean_absolute_error: 249.4105 - val_loss: 143591.4312 - val_mean_absolute_error: 357.4026 Epoch 141/500 148/148 [==============================] - 0s 95us/step - loss: 84976.7238 - mean_absolute_error: 249.3304 - val_loss: 143517.8781 - val_mean_absolute_error: 357.3054 Epoch 142/500 148/148 [==============================] - 0s 95us/step - loss: 84929.0494 - mean_absolute_error: 249.2545 - val_loss: 143451.1006 - val_mean_absolute_error: 357.2165 Epoch 143/500 148/148 [==============================] - 0s 95us/step - loss: 84885.0452 - mean_absolute_error: 249.1848 - val_loss: 143381.2525 - val_mean_absolute_error: 357.1233 Epoch 144/500 148/148 [==============================] - 0s 95us/step - loss: 84837.9595 - mean_absolute_error: 249.1100 - val_loss: 143319.8181 - val_mean_absolute_error: 357.0414 Epoch 145/500 148/148 [==============================] - 0s 88us/step - loss: 84796.4426 - mean_absolute_error: 249.0440 - val_loss: 143241.2787 - val_mean_absolute_error: 356.9380 Epoch 146/500 148/148 [==============================] - 0s 74us/step - loss: 84747.5659 - mean_absolute_error: 248.9682 - val_loss: 143181.7313 - val_mean_absolute_error: 356.8590 Epoch 147/500 148/148 [==============================] - 0s 68us/step - loss: 84707.7384 - mean_absolute_error: 248.9035 - val_loss: 143113.7375 - val_mean_absolute_error: 356.7681 Epoch 148/500 148/148 [==============================] - 0s 74us/step - loss: 84663.3877 - mean_absolute_error: 248.8326 - val_loss: 143046.1031 - val_mean_absolute_error: 356.6773 Epoch 149/500 148/148 [==============================] - 0s 68us/step - loss: 84616.5819 - mean_absolute_error: 248.7587 - val_loss: 142973.2938 - val_mean_absolute_error: 356.5801 Epoch 150/500 148/148 [==============================] - 0s 74us/step - loss: 84569.5395 - mean_absolute_error: 248.6838 - val_loss: 142912.6969 - val_mean_absolute_error: 356.4992 Epoch 151/500 148/148 [==============================] - 0s 74us/step - loss: 84528.7876 - mean_absolute_error: 248.6180 - val_loss: 142844.3994 - val_mean_absolute_error: 356.4083 Epoch 152/500 148/148 [==============================] - 0s 74us/step - loss: 84483.5378 - mean_absolute_error: 248.5471 - val_loss: 142776.1981 - val_mean_absolute_error: 356.3179 Epoch 153/500 148/148 [==============================] - 0s 68us/step - loss: 84438.2042 - mean_absolute_error: 248.4741 - val_loss: 142706.2575 - val_mean_absolute_error: 356.2247 Epoch 154/500 148/148 [==============================] - 0s 61us/step - loss: 84392.7436 - mean_absolute_error: 248.4011 - val_loss: 142644.2775 - val_mean_absolute_error: 356.1417 Epoch 155/500 148/148 [==============================] - 0s 74us/step - loss: 84351.2954 - mean_absolute_error: 248.3356 - val_loss: 142569.5431 - val_mean_absolute_error: 356.0421 Epoch 156/500 148/148 [==============================] - 0s 68us/step - loss: 84302.6125 - mean_absolute_error: 248.2581 - val_loss: 142498.1400 - val_mean_absolute_error: 355.9475 Epoch 157/500 148/148 [==============================] - 0s 68us/step - loss: 84255.5336 - mean_absolute_error: 248.1831 - val_loss: 142427.5887 - val_mean_absolute_error: 355.8533 Epoch 158/500 148/148 [==============================] - 0s 74us/step - loss: 84209.2209 - mean_absolute_error: 248.1097 - val_loss: 142367.2719 - val_mean_absolute_error: 355.7722 Epoch 159/500 148/148 [==============================] - 0s 74us/step - loss: 84168.5344 - mean_absolute_error: 248.0424 - val_loss: 142299.2006 - val_mean_absolute_error: 355.6806 Epoch 160/500 148/148 [==============================] - 0s 61us/step - loss: 84122.9783 - mean_absolute_error: 247.9683 - val_loss: 142229.1144 - val_mean_absolute_error: 355.5881 Epoch 161/500 148/148 [==============================] - 0s 61us/step - loss: 84077.0260 - mean_absolute_error: 247.8944 - val_loss: 142161.3975 - val_mean_absolute_error: 355.4979 Epoch 162/500 148/148 [==============================] - 0s 81us/step - loss: 84031.6953 - mean_absolute_error: 247.8218 - val_loss: 142088.9919 - val_mean_absolute_error: 355.4010 Epoch 163/500 148/148 [==============================] - 0s 61us/step - loss: 83984.6996 - mean_absolute_error: 247.7460 - val_loss: 142025.1631 - val_mean_absolute_error: 355.3152 Epoch 164/500 148/148 [==============================] - 0s 68us/step - loss: 83942.1921 - mean_absolute_error: 247.6780 - val_loss: 141952.7256 - val_mean_absolute_error: 355.2182 Epoch 165/500 148/148 [==============================] - 0s 74us/step - loss: 83895.2939 - mean_absolute_error: 247.6008 - val_loss: 141892.2925 - val_mean_absolute_error: 355.1375 Epoch 166/500 148/148 [==============================] - 0s 61us/step - loss: 83854.1033 - mean_absolute_error: 247.5341 - val_loss: 141828.8206 - val_mean_absolute_error: 355.0525 Epoch 167/500 148/148 [==============================] - 0s 61us/step - loss: 83811.2608 - mean_absolute_error: 247.4653 - val_loss: 141756.9544 - val_mean_absolute_error: 354.9565 Epoch 168/500 148/148 [==============================] - 0s 81us/step - loss: 83763.5412 - mean_absolute_error: 247.3860 - val_loss: 141686.4775 - val_mean_absolute_error: 354.8615 Epoch 169/500 148/148 [==============================] - 0s 74us/step - loss: 83716.4371 - mean_absolute_error: 247.3115 - val_loss: 141616.9431 - val_mean_absolute_error: 354.7681 Epoch 170/500 148/148 [==============================] - 0s 74us/step - loss: 83670.7727 - mean_absolute_error: 247.2377 - val_loss: 141551.2888 - val_mean_absolute_error: 354.6799 Epoch 171/500 148/148 [==============================] - 0s 88us/step - loss: 83627.4387 - mean_absolute_error: 247.1669 - val_loss: 141486.1588 - val_mean_absolute_error: 354.5924 Epoch 172/500 148/148 [==============================] - 0s 81us/step - loss: 83583.7629 - mean_absolute_error: 247.0970 - val_loss: 141424.6088 - val_mean_absolute_error: 354.5094 Epoch 173/500 148/148 [==============================] - 0s 142us/step - loss: 83541.7274 - mean_absolute_error: 247.0271 - val_loss: 141349.7331 - val_mean_absolute_error: 354.4098 Epoch 174/500 148/148 [==============================] - 0s 108us/step - loss: 83492.7275 - mean_absolute_error: 246.9470 - val_loss: 141288.2025 - val_mean_absolute_error: 354.3275 Epoch 175/500 148/148 [==============================] - 0s 115us/step - loss: 83451.1658 - mean_absolute_error: 246.8806 - val_loss: 141219.1131 - val_mean_absolute_error: 354.2345 Epoch 176/500 148/148 [==============================] - 0s 101us/step - loss: 83403.5602 - mean_absolute_error: 246.8025 - val_loss: 141140.6487 - val_mean_absolute_error: 354.1293 Epoch 177/500 148/148 [==============================] - 0s 122us/step - loss: 83353.3908 - mean_absolute_error: 246.7203 - val_loss: 141082.4769 - val_mean_absolute_error: 354.0511 Epoch 178/500 148/148 [==============================] - 0s 115us/step - loss: 83313.8571 - mean_absolute_error: 246.6554 - val_loss: 141013.0081 - val_mean_absolute_error: 353.9595 Epoch 179/500 148/148 [==============================] - 0s 115us/step - loss: 83269.1326 - mean_absolute_error: 246.5844 - val_loss: 140939.1031 - val_mean_absolute_error: 353.8592 Epoch 180/500 148/148 [==============================] - 0s 122us/step - loss: 83220.5035 - mean_absolute_error: 246.5037 - val_loss: 140874.8062 - val_mean_absolute_error: 353.7730 Epoch 181/500 148/148 [==============================] - 0s 101us/step - loss: 83177.3452 - mean_absolute_error: 246.4341 - val_loss: 140803.4519 - val_mean_absolute_error: 353.6781 Epoch 182/500 148/148 [==============================] - 0s 108us/step - loss: 83130.0328 - mean_absolute_error: 246.3559 - val_loss: 140740.9750 - val_mean_absolute_error: 353.5950 Epoch 183/500 148/148 [==============================] - 0s 101us/step - loss: 83089.3976 - mean_absolute_error: 246.2893 - val_loss: 140678.2719 - val_mean_absolute_error: 353.5102 Epoch 184/500 148/148 [==============================] - 0s 101us/step - loss: 83047.1258 - mean_absolute_error: 246.2225 - val_loss: 140606.6894 - val_mean_absolute_error: 353.4130 Epoch 185/500 148/148 [==============================] - 0s 122us/step - loss: 82998.9677 - mean_absolute_error: 246.1402 - val_loss: 140535.8394 - val_mean_absolute_error: 353.3171 Epoch 186/500 148/148 [==============================] - 0s 88us/step - loss: 82952.9231 - mean_absolute_error: 246.0656 - val_loss: 140462.3669 - val_mean_absolute_error: 353.2183 Epoch 187/500 148/148 [==============================] - 0s 74us/step - loss: 82905.7281 - mean_absolute_error: 245.9870 - val_loss: 140411.5363 - val_mean_absolute_error: 353.1495 Epoch 188/500 148/148 [==============================] - 0s 101us/step - loss: 82870.7635 - mean_absolute_error: 245.9285 - val_loss: 140347.2112 - val_mean_absolute_error: 353.0624 Epoch 189/500 148/148 [==============================] - 0s 95us/step - loss: 82826.3961 - mean_absolute_error: 245.8572 - val_loss: 140277.4150 - val_mean_absolute_error: 352.9683 Epoch 190/500 148/148 [==============================] - 0s 88us/step - loss: 82780.4613 - mean_absolute_error: 245.7804 - val_loss: 140213.8400 - val_mean_absolute_error: 352.8826 Epoch 191/500 148/148 [==============================] - 0s 74us/step - loss: 82737.5110 - mean_absolute_error: 245.7102 - val_loss: 140136.3400 - val_mean_absolute_error: 352.7791 Epoch 192/500 148/148 [==============================] - 0s 95us/step - loss: 82687.4227 - mean_absolute_error: 245.6283 - val_loss: 140074.6094 - val_mean_absolute_error: 352.6959 Epoch 193/500 148/148 [==============================] - 0s 95us/step - loss: 82645.9859 - mean_absolute_error: 245.5582 - val_loss: 140012.6913 - val_mean_absolute_error: 352.6124 Epoch 194/500 148/148 [==============================] - 0s 88us/step - loss: 82604.3182 - mean_absolute_error: 245.4900 - val_loss: 139942.0406 - val_mean_absolute_error: 352.5164 Epoch 195/500 148/148 [==============================] - 0s 88us/step - loss: 82558.5688 - mean_absolute_error: 245.4146 - val_loss: 139880.2400 - val_mean_absolute_error: 352.4327 Epoch 196/500 148/148 [==============================] - 0s 88us/step - loss: 82517.1691 - mean_absolute_error: 245.3443 - val_loss: 139808.0194 - val_mean_absolute_error: 352.3345 Epoch 197/500 148/148 [==============================] - 0s 68us/step - loss: 82469.7105 - mean_absolute_error: 245.2683 - val_loss: 139740.6125 - val_mean_absolute_error: 352.2435 Epoch 198/500 148/148 [==============================] - 0s 81us/step - loss: 82424.6696 - mean_absolute_error: 245.1931 - val_loss: 139673.6606 - val_mean_absolute_error: 352.1532 Epoch 199/500 148/148 [==============================] - 0s 88us/step - loss: 82379.6159 - mean_absolute_error: 245.1196 - val_loss: 139603.6031 - val_mean_absolute_error: 352.0580 Epoch 200/500 148/148 [==============================] - 0s 88us/step - loss: 82332.6319 - mean_absolute_error: 245.0401 - val_loss: 139544.0044 - val_mean_absolute_error: 351.9771 Epoch 201/500 148/148 [==============================] - 0s 68us/step - loss: 82291.6722 - mean_absolute_error: 244.9716 - val_loss: 139471.4875 - val_mean_absolute_error: 351.8786 Epoch 202/500 148/148 [==============================] - 0s 68us/step - loss: 82243.7204 - mean_absolute_error: 244.8923 - val_loss: 139403.7662 - val_mean_absolute_error: 351.7870 Epoch 203/500 148/148 [==============================] - 0s 108us/step - loss: 82198.7589 - mean_absolute_error: 244.8177 - val_loss: 139344.7931 - val_mean_absolute_error: 351.7070 Epoch 204/500 148/148 [==============================] - 0s 101us/step - loss: 82157.8368 - mean_absolute_error: 244.7484 - val_loss: 139271.9106 - val_mean_absolute_error: 351.6082 Epoch 205/500 148/148 [==============================] - 0s 108us/step - loss: 82110.6571 - mean_absolute_error: 244.6702 - val_loss: 139208.3281 - val_mean_absolute_error: 351.5214 Epoch 206/500 148/148 [==============================] - 0s 74us/step - loss: 82067.5927 - mean_absolute_error: 244.5986 - val_loss: 139143.5106 - val_mean_absolute_error: 351.4328 Epoch 207/500 148/148 [==============================] - 0s 81us/step - loss: 82023.8678 - mean_absolute_error: 244.5240 - val_loss: 139069.4306 - val_mean_absolute_error: 351.3317 Epoch 208/500 148/148 [==============================] - 0s 81us/step - loss: 81975.1824 - mean_absolute_error: 244.4440 - val_loss: 139004.0363 - val_mean_absolute_error: 351.2426 Epoch 209/500 148/148 [==============================] - 0s 68us/step - loss: 81931.3332 - mean_absolute_error: 244.3708 - val_loss: 138940.6462 - val_mean_absolute_error: 351.1555 Epoch 210/500 148/148 [==============================] - 0s 88us/step - loss: 81887.4101 - mean_absolute_error: 244.2949 - val_loss: 138870.9400 - val_mean_absolute_error: 351.0611 Epoch 211/500 148/148 [==============================] - 0s 88us/step - loss: 81841.3340 - mean_absolute_error: 244.2191 - val_loss: 138809.7838 - val_mean_absolute_error: 350.9783 Epoch 212/500 148/148 [==============================] - 0s 74us/step - loss: 81798.3663 - mean_absolute_error: 244.1463 - val_loss: 138739.8594 - val_mean_absolute_error: 350.8817 Epoch 213/500 148/148 [==============================] - 0s 61us/step - loss: 81750.7669 - mean_absolute_error: 244.0656 - val_loss: 138677.8775 - val_mean_absolute_error: 350.7962 Epoch 214/500 148/148 [==============================] - 0s 88us/step - loss: 81706.9710 - mean_absolute_error: 243.9888 - val_loss: 138622.3581 - val_mean_absolute_error: 350.7197 Epoch 215/500 148/148 [==============================] - 0s 88us/step - loss: 81668.9386 - mean_absolute_error: 243.9257 - val_loss: 138549.7206 - val_mean_absolute_error: 350.6207 Epoch 216/500 148/148 [==============================] - 0s 81us/step - loss: 81620.7916 - mean_absolute_error: 243.8435 - val_loss: 138488.7500 - val_mean_absolute_error: 350.5376 Epoch 217/500 148/148 [==============================] - 0s 68us/step - loss: 81579.8632 - mean_absolute_error: 243.7738 - val_loss: 138426.1750 - val_mean_absolute_error: 350.4524 Epoch 218/500 148/148 [==============================] - 0s 61us/step - loss: 81537.3784 - mean_absolute_error: 243.7018 - val_loss: 138356.3794 - val_mean_absolute_error: 350.3583 Epoch 219/500 148/148 [==============================] - 0s 88us/step - loss: 81490.8961 - mean_absolute_error: 243.6236 - val_loss: 138288.8287 - val_mean_absolute_error: 350.2649 Epoch 220/500 148/148 [==============================] - 0s 81us/step - loss: 81445.1931 - mean_absolute_error: 243.5476 - val_loss: 138224.4062 - val_mean_absolute_error: 350.1773 Epoch 221/500 148/148 [==============================] - 0s 68us/step - loss: 81402.1609 - mean_absolute_error: 243.4761 - val_loss: 138155.0044 - val_mean_absolute_error: 350.0823 Epoch 222/500 148/148 [==============================] - 0s 74us/step - loss: 81356.0040 - mean_absolute_error: 243.4003 - val_loss: 138097.8581 - val_mean_absolute_error: 350.0043 Epoch 223/500 148/148 [==============================] - 0s 88us/step - loss: 81316.1113 - mean_absolute_error: 243.3332 - val_loss: 138032.8119 - val_mean_absolute_error: 349.9151 Epoch 224/500 148/148 [==============================] - 0s 74us/step - loss: 81272.5752 - mean_absolute_error: 243.2605 - val_loss: 137958.1119 - val_mean_absolute_error: 349.8135 Epoch 225/500 148/148 [==============================] - 0s 74us/step - loss: 81224.4310 - mean_absolute_error: 243.1829 - val_loss: 137893.4237 - val_mean_absolute_error: 349.7248 Epoch 226/500 148/148 [==============================] - 0s 68us/step - loss: 81180.8043 - mean_absolute_error: 243.1119 - val_loss: 137823.7419 - val_mean_absolute_error: 349.6292 Epoch 227/500 148/148 [==============================] - 0s 81us/step - loss: 81134.2335 - mean_absolute_error: 243.0314 - val_loss: 137759.2275 - val_mean_absolute_error: 349.5410 Epoch 228/500 148/148 [==============================] - 0s 95us/step - loss: 81089.8910 - mean_absolute_error: 242.9587 - val_loss: 137687.3400 - val_mean_absolute_error: 349.4433 Epoch 229/500 148/148 [==============================] - 0s 81us/step - loss: 81043.4770 - mean_absolute_error: 242.8818 - val_loss: 137623.6975 - val_mean_absolute_error: 349.3554 Epoch 230/500 148/148 [==============================] - 0s 81us/step - loss: 81000.3359 - mean_absolute_error: 242.8106 - val_loss: 137559.9994 - val_mean_absolute_error: 349.2684 Epoch 231/500 148/148 [==============================] - ETA: 0s - loss: 90617.7266 - mean_absolute_error: 265.199 - 0s 95us/step - loss: 80956.8761 - mean_absolute_error: 242.7388 - val_loss: 137490.5156 - val_mean_absolute_error: 349.1729 Epoch 232/500 148/148 [==============================] - 0s 74us/step - loss: 80910.4069 - mean_absolute_error: 242.6612 - val_loss: 137423.9031 - val_mean_absolute_error: 349.0819 Epoch 233/500 148/148 [==============================] - 0s 101us/step - loss: 80864.4033 - mean_absolute_error: 242.5831 - val_loss: 137354.5912 - val_mean_absolute_error: 348.9885 Epoch 234/500 148/148 [==============================] - 0s 108us/step - loss: 80818.5982 - mean_absolute_error: 242.5091 - val_loss: 137284.2194 - val_mean_absolute_error: 348.8910 Epoch 235/500 148/148 [==============================] - 0s 95us/step - loss: 80770.1130 - mean_absolute_error: 242.4288 - val_loss: 137217.5006 - val_mean_absolute_error: 348.7994 Epoch 236/500 148/148 [==============================] - 0s 88us/step - loss: 80725.1052 - mean_absolute_error: 242.3529 - val_loss: 137149.9775 - val_mean_absolute_error: 348.7067 Epoch 237/500 148/148 [==============================] - 0s 95us/step - loss: 80680.2523 - mean_absolute_error: 242.2780 - val_loss: 137093.8025 - val_mean_absolute_error: 348.6288 Epoch 238/500 148/148 [==============================] - 0s 95us/step - loss: 80639.7229 - mean_absolute_error: 242.2054 - val_loss: 137031.4438 - val_mean_absolute_error: 348.5437 Epoch 239/500 148/148 [==============================] - 0s 88us/step - loss: 80597.7309 - mean_absolute_error: 242.1358 - val_loss: 136966.9456 - val_mean_absolute_error: 348.4551 Epoch 240/500 148/148 [==============================] - 0s 68us/step - loss: 80555.0870 - mean_absolute_error: 242.0610 - val_loss: 136903.8581 - val_mean_absolute_error: 348.3680 Epoch 241/500 148/148 [==============================] - 0s 74us/step - loss: 80511.8961 - mean_absolute_error: 241.9909 - val_loss: 136833.2269 - val_mean_absolute_error: 348.2711 Epoch 242/500 148/148 [==============================] - 0s 81us/step - loss: 80465.1419 - mean_absolute_error: 241.9119 - val_loss: 136767.9875 - val_mean_absolute_error: 348.1808 Epoch 243/500 148/148 [==============================] - 0s 88us/step - loss: 80420.8507 - mean_absolute_error: 241.8365 - val_loss: 136708.1187 - val_mean_absolute_error: 348.0984 Epoch 244/500 148/148 [==============================] - 0s 74us/step - loss: 80378.8279 - mean_absolute_error: 241.7640 - val_loss: 136635.7513 - val_mean_absolute_error: 347.9989 Epoch 245/500 148/148 [==============================] - 0s 81us/step - loss: 80331.1056 - mean_absolute_error: 241.6857 - val_loss: 136572.4237 - val_mean_absolute_error: 347.9101 Epoch 246/500 148/148 [==============================] - 0s 81us/step - loss: 80287.9373 - mean_absolute_error: 241.6091 - val_loss: 136508.6981 - val_mean_absolute_error: 347.8224 Epoch 247/500 148/148 [==============================] - 0s 68us/step - loss: 80244.3824 - mean_absolute_error: 241.5352 - val_loss: 136439.6856 - val_mean_absolute_error: 347.7269 Epoch 248/500 148/148 [==============================] - 0s 68us/step - loss: 80196.9863 - mean_absolute_error: 241.4515 - val_loss: 136374.4444 - val_mean_absolute_error: 347.6370 Epoch 249/500 148/148 [==============================] - 0s 88us/step - loss: 80152.4502 - mean_absolute_error: 241.3757 - val_loss: 136310.2400 - val_mean_absolute_error: 347.5483 Epoch 250/500 148/148 [==============================] - 0s 68us/step - loss: 80109.1125 - mean_absolute_error: 241.3024 - val_loss: 136243.9106 - val_mean_absolute_error: 347.4564 Epoch 251/500 148/148 [==============================] - 0s 81us/step - loss: 80065.4728 - mean_absolute_error: 241.2264 - val_loss: 136175.1206 - val_mean_absolute_error: 347.3621 Epoch 252/500 148/148 [==============================] - 0s 68us/step - loss: 80019.2539 - mean_absolute_error: 241.1506 - val_loss: 136116.7263 - val_mean_absolute_error: 347.2808 Epoch 253/500 148/148 [==============================] - 0s 74us/step - loss: 79977.9405 - mean_absolute_error: 241.0762 - val_loss: 136044.8500 - val_mean_absolute_error: 347.1816 Epoch 254/500 148/148 [==============================] - 0s 68us/step - loss: 79929.8238 - mean_absolute_error: 240.9968 - val_loss: 135976.3150 - val_mean_absolute_error: 347.0866 Epoch 255/500 148/148 [==============================] - 0s 68us/step - loss: 79884.1007 - mean_absolute_error: 240.9196 - val_loss: 135912.6706 - val_mean_absolute_error: 346.9989 Epoch 256/500 148/148 [==============================] - 0s 74us/step - loss: 79839.5060 - mean_absolute_error: 240.8364 - val_loss: 135849.8912 - val_mean_absolute_error: 346.9119 Epoch 257/500 148/148 [==============================] - 0s 81us/step - loss: 79795.7219 - mean_absolute_error: 240.7631 - val_loss: 135784.4831 - val_mean_absolute_error: 346.8215 Epoch 258/500 148/148 [==============================] - 0s 68us/step - loss: 79751.3020 - mean_absolute_error: 240.6861 - val_loss: 135720.3875 - val_mean_absolute_error: 346.7325 Epoch 259/500 148/148 [==============================] - 0s 74us/step - loss: 79706.6444 - mean_absolute_error: 240.6068 - val_loss: 135652.1644 - val_mean_absolute_error: 346.6385 Epoch 260/500 148/148 [==============================] - 0s 74us/step - loss: 79660.0642 - mean_absolute_error: 240.5236 - val_loss: 135583.3856 - val_mean_absolute_error: 346.5434 Epoch 261/500 148/148 [==============================] - 0s 68us/step - loss: 79613.6932 - mean_absolute_error: 240.4466 - val_loss: 135530.6356 - val_mean_absolute_error: 346.4701 Epoch 262/500 148/148 [==============================] - 0s 74us/step - loss: 79576.1749 - mean_absolute_error: 240.3779 - val_loss: 135459.0587 - val_mean_absolute_error: 346.3722 Epoch 263/500 148/148 [==============================] - 0s 74us/step - loss: 79526.7486 - mean_absolute_error: 240.2926 - val_loss: 135396.6781 - val_mean_absolute_error: 346.2853 Epoch 264/500 148/148 [==============================] - 0s 74us/step - loss: 79482.4749 - mean_absolute_error: 240.2138 - val_loss: 135328.0625 - val_mean_absolute_error: 346.1907 Epoch 265/500 148/148 [==============================] - 0s 68us/step - loss: 79436.5623 - mean_absolute_error: 240.1343 - val_loss: 135261.5894 - val_mean_absolute_error: 346.0984 Epoch 266/500 148/148 [==============================] - 0s 88us/step - loss: 79392.3168 - mean_absolute_error: 240.0571 - val_loss: 135197.0763 - val_mean_absolute_error: 346.0086 Epoch 267/500 148/148 [==============================] - 0s 74us/step - loss: 79349.2154 - mean_absolute_error: 239.9830 - val_loss: 135136.3169 - val_mean_absolute_error: 345.9235 Epoch 268/500 148/148 [==============================] - 0s 74us/step - loss: 79306.3302 - mean_absolute_error: 239.9063 - val_loss: 135069.5431 - val_mean_absolute_error: 345.8304 Epoch 269/500 148/148 [==============================] - 0s 81us/step - loss: 79261.5771 - mean_absolute_error: 239.8286 - val_loss: 135007.1613 - val_mean_absolute_error: 345.7451 Epoch 270/500 148/148 [==============================] - 0s 74us/step - loss: 79218.4202 - mean_absolute_error: 239.7537 - val_loss: 134942.9794 - val_mean_absolute_error: 345.6565 Epoch 271/500 148/148 [==============================] - 0s 88us/step - loss: 79174.5247 - mean_absolute_error: 239.6760 - val_loss: 134878.5963 - val_mean_absolute_error: 345.5674 Epoch 272/500 148/148 [==============================] - 0s 88us/step - loss: 79128.6446 - mean_absolute_error: 239.5906 - val_loss: 134808.0650 - val_mean_absolute_error: 345.4710 Epoch 273/500 148/148 [==============================] - 0s 95us/step - loss: 79079.7914 - mean_absolute_error: 239.5028 - val_loss: 134751.3981 - val_mean_absolute_error: 345.3925 Epoch 274/500 148/148 [==============================] - 0s 74us/step - loss: 79039.7460 - mean_absolute_error: 239.4294 - val_loss: 134682.3525 - val_mean_absolute_error: 345.2971 Epoch 275/500 148/148 [==============================] - 0s 74us/step - loss: 78991.5157 - mean_absolute_error: 239.3411 - val_loss: 134617.5756 - val_mean_absolute_error: 345.2077 Epoch 276/500 148/148 [==============================] - 0s 88us/step - loss: 78947.9800 - mean_absolute_error: 239.2660 - val_loss: 134547.8875 - val_mean_absolute_error: 345.1118 Epoch 277/500 148/148 [==============================] - 0s 74us/step - loss: 78902.7365 - mean_absolute_error: 239.1878 - val_loss: 134485.1269 - val_mean_absolute_error: 345.0259 Epoch 278/500 148/148 [==============================] - 0s 74us/step - loss: 78859.3407 - mean_absolute_error: 239.1084 - val_loss: 134419.3506 - val_mean_absolute_error: 344.9351 Epoch 279/500 148/148 [==============================] - 0s 74us/step - loss: 78814.7158 - mean_absolute_error: 239.0309 - val_loss: 134354.2400 - val_mean_absolute_error: 344.8447 Epoch 280/500 148/148 [==============================] - 0s 81us/step - loss: 78769.0709 - mean_absolute_error: 238.9508 - val_loss: 134288.2394 - val_mean_absolute_error: 344.7535 Epoch 281/500 148/148 [==============================] - 0s 61us/step - loss: 78724.0190 - mean_absolute_error: 238.8693 - val_loss: 134222.6400 - val_mean_absolute_error: 344.6622 Epoch 282/500 148/148 [==============================] - 0s 68us/step - loss: 78679.0201 - mean_absolute_error: 238.7840 - val_loss: 134156.8931 - val_mean_absolute_error: 344.5716 Epoch 283/500 148/148 [==============================] - 0s 81us/step - loss: 78634.2213 - mean_absolute_error: 238.7046 - val_loss: 134093.3488 - val_mean_absolute_error: 344.4837 Epoch 284/500 148/148 [==============================] - 0s 74us/step - loss: 78590.5950 - mean_absolute_error: 238.6249 - val_loss: 134031.6575 - val_mean_absolute_error: 344.3976 Epoch 285/500 148/148 [==============================] - 0s 68us/step - loss: 78545.3668 - mean_absolute_error: 238.5394 - val_loss: 133962.2037 - val_mean_absolute_error: 344.3018 Epoch 286/500 148/148 [==============================] - 0s 81us/step - loss: 78499.5985 - mean_absolute_error: 238.4613 - val_loss: 133896.2650 - val_mean_absolute_error: 344.2114 Epoch 287/500 148/148 [==============================] - 0s 68us/step - loss: 78454.9350 - mean_absolute_error: 238.3792 - val_loss: 133835.0331 - val_mean_absolute_error: 344.1261 Epoch 288/500 148/148 [==============================] - 0s 61us/step - loss: 78412.2071 - mean_absolute_error: 238.3016 - val_loss: 133767.6981 - val_mean_absolute_error: 344.0325 Epoch 289/500 148/148 [==============================] - 0s 74us/step - loss: 78365.1016 - mean_absolute_error: 238.2086 - val_loss: 133704.3806 - val_mean_absolute_error: 343.9446 Epoch 290/500 148/148 [==============================] - 0s 74us/step - loss: 78321.4371 - mean_absolute_error: 238.1297 - val_loss: 133635.6144 - val_mean_absolute_error: 343.8498 Epoch 291/500 148/148 [==============================] - 0s 61us/step - loss: 78275.0034 - mean_absolute_error: 238.0480 - val_loss: 133572.5388 - val_mean_absolute_error: 343.7620 Epoch 292/500 148/148 [==============================] - 0s 81us/step - loss: 78231.5700 - mean_absolute_error: 237.9682 - val_loss: 133511.4738 - val_mean_absolute_error: 343.6777 Epoch 293/500 148/148 [==============================] - 0s 68us/step - loss: 78189.2183 - mean_absolute_error: 237.8890 - val_loss: 133444.0950 - val_mean_absolute_error: 343.5823 Epoch 294/500 148/148 [==============================] - 0s 68us/step - loss: 78140.4652 - mean_absolute_error: 237.7957 - val_loss: 133378.2062 - val_mean_absolute_error: 343.4906 Epoch 295/500 148/148 [==============================] - 0s 74us/step - loss: 78093.8820 - mean_absolute_error: 237.7038 - val_loss: 133314.9606 - val_mean_absolute_error: 343.4030 Epoch 296/500 148/148 [==============================] - 0s 74us/step - loss: 78050.7920 - mean_absolute_error: 237.6278 - val_loss: 133252.9994 - val_mean_absolute_error: 343.3166 Epoch 297/500 148/148 [==============================] - 0s 74us/step - loss: 78007.2787 - mean_absolute_error: 237.5486 - val_loss: 133187.5938 - val_mean_absolute_error: 343.2266 Epoch 298/500 148/148 [==============================] - 0s 68us/step - loss: 77962.0389 - mean_absolute_error: 237.4654 - val_loss: 133129.8719 - val_mean_absolute_error: 343.1458 Epoch 299/500 148/148 [==============================] - 0s 81us/step - loss: 77919.5959 - mean_absolute_error: 237.3777 - val_loss: 133068.6744 - val_mean_absolute_error: 343.0591 Epoch 300/500 148/148 [==============================] - 0s 68us/step - loss: 77875.9295 - mean_absolute_error: 237.2933 - val_loss: 133002.5300 - val_mean_absolute_error: 342.9671 Epoch 301/500 148/148 [==============================] - 0s 101us/step - loss: 77831.2126 - mean_absolute_error: 237.2137 - val_loss: 132939.8106 - val_mean_absolute_error: 342.8790 Epoch 302/500 148/148 [==============================] - 0s 81us/step - loss: 77785.9531 - mean_absolute_error: 237.1205 - val_loss: 132875.5050 - val_mean_absolute_error: 342.7900 Epoch 303/500 148/148 [==============================] - 0s 81us/step - loss: 77742.6457 - mean_absolute_error: 237.0406 - val_loss: 132812.2238 - val_mean_absolute_error: 342.7021 Epoch 304/500 148/148 [==============================] - 0s 95us/step - loss: 77699.6873 - mean_absolute_error: 236.9640 - val_loss: 132747.3969 - val_mean_absolute_error: 342.6114 Epoch 305/500 148/148 [==============================] - 0s 68us/step - loss: 77654.8915 - mean_absolute_error: 236.8812 - val_loss: 132682.5187 - val_mean_absolute_error: 342.5200 Epoch 306/500 148/148 [==============================] - 0s 68us/step - loss: 77608.4846 - mean_absolute_error: 236.7841 - val_loss: 132620.7069 - val_mean_absolute_error: 342.4340 Epoch 307/500 148/148 [==============================] - 0s 88us/step - loss: 77565.6643 - mean_absolute_error: 236.7055 - val_loss: 132551.5481 - val_mean_absolute_error: 342.3380 Epoch 308/500 148/148 [==============================] - 0s 88us/step - loss: 77520.0367 - mean_absolute_error: 236.6225 - val_loss: 132486.6237 - val_mean_absolute_error: 342.2471 Epoch 309/500 148/148 [==============================] - 0s 95us/step - loss: 77475.1100 - mean_absolute_error: 236.5345 - val_loss: 132425.8337 - val_mean_absolute_error: 342.1618 Epoch 310/500 148/148 [==============================] - 0s 101us/step - loss: 77431.7665 - mean_absolute_error: 236.4495 - val_loss: 132362.9912 - val_mean_absolute_error: 342.0735 Epoch 311/500 148/148 [==============================] - 0s 101us/step - loss: 77387.3136 - mean_absolute_error: 236.3624 - val_loss: 132303.5381 - val_mean_absolute_error: 341.9897 Epoch 312/500 148/148 [==============================] - 0s 101us/step - loss: 77343.3963 - mean_absolute_error: 236.2695 - val_loss: 132232.2400 - val_mean_absolute_error: 341.8905 Epoch 313/500 148/148 [==============================] - 0s 95us/step - loss: 77294.9495 - mean_absolute_error: 236.1767 - val_loss: 132176.8231 - val_mean_absolute_error: 341.8127 Epoch 314/500 148/148 [==============================] - 0s 101us/step - loss: 77252.7223 - mean_absolute_error: 236.0876 - val_loss: 132118.5287 - val_mean_absolute_error: 341.7299 Epoch 315/500 148/148 [==============================] - 0s 128us/step - loss: 77211.5200 - mean_absolute_error: 236.0008 - val_loss: 132055.5356 - val_mean_absolute_error: 341.6422 Epoch 316/500 148/148 [==============================] - 0s 108us/step - loss: 77167.4690 - mean_absolute_error: 235.9180 - val_loss: 131992.5694 - val_mean_absolute_error: 341.5539 Epoch 317/500 148/148 [==============================] - 0s 149us/step - loss: 77123.3941 - mean_absolute_error: 235.8294 - val_loss: 131923.9094 - val_mean_absolute_error: 341.4578 Epoch 318/500 148/148 [==============================] - 0s 115us/step - loss: 77073.5657 - mean_absolute_error: 235.7309 - val_loss: 131860.2412 - val_mean_absolute_error: 341.3688 Epoch 319/500 148/148 [==============================] - 0s 108us/step - loss: 77029.0532 - mean_absolute_error: 235.6462 - val_loss: 131796.8987 - val_mean_absolute_error: 341.2802 Epoch 320/500 148/148 [==============================] - 0s 101us/step - loss: 76985.0866 - mean_absolute_error: 235.5533 - val_loss: 131736.7450 - val_mean_absolute_error: 341.1960 Epoch 321/500 148/148 [==============================] - 0s 101us/step - loss: 76942.3685 - mean_absolute_error: 235.4658 - val_loss: 131681.2469 - val_mean_absolute_error: 341.1159 Epoch 322/500 148/148 [==============================] - 0s 108us/step - loss: 76899.5990 - mean_absolute_error: 235.3765 - val_loss: 131612.4944 - val_mean_absolute_error: 341.0193 Epoch 323/500 148/148 [==============================] - 0s 122us/step - loss: 76852.5129 - mean_absolute_error: 235.2833 - val_loss: 131550.6369 - val_mean_absolute_error: 340.9331 Epoch 324/500 148/148 [==============================] - 0s 108us/step - loss: 76808.8030 - mean_absolute_error: 235.1941 - val_loss: 131487.7625 - val_mean_absolute_error: 340.8450 Epoch 325/500 148/148 [==============================] - 0s 115us/step - loss: 76763.9721 - mean_absolute_error: 235.0986 - val_loss: 131430.9375 - val_mean_absolute_error: 340.7651 Epoch 326/500 148/148 [==============================] - 0s 88us/step - loss: 76722.0965 - mean_absolute_error: 235.0042 - val_loss: 131360.8119 - val_mean_absolute_error: 340.6674 Epoch 327/500 148/148 [==============================] - 0s 108us/step - loss: 76673.6090 - mean_absolute_error: 234.9172 - val_loss: 131295.2662 - val_mean_absolute_error: 340.5753 Epoch 328/500 148/148 [==============================] - 0s 128us/step - loss: 76628.2889 - mean_absolute_error: 234.8243 - val_loss: 131230.6681 - val_mean_absolute_error: 340.4847 Epoch 329/500 148/148 [==============================] - 0s 149us/step - loss: 76582.1444 - mean_absolute_error: 234.7270 - val_loss: 131168.0694 - val_mean_absolute_error: 340.3962 Epoch 330/500 148/148 [==============================] - 0s 108us/step - loss: 76535.3418 - mean_absolute_error: 234.6215 - val_loss: 131116.8306 - val_mean_absolute_error: 340.3229 Epoch 331/500 148/148 [==============================] - 0s 101us/step - loss: 76498.0380 - mean_absolute_error: 234.5462 - val_loss: 131052.2756 - val_mean_absolute_error: 340.2318 Epoch 332/500 148/148 [==============================] - 0s 115us/step - loss: 76452.8626 - mean_absolute_error: 234.4519 - val_loss: 130987.7388 - val_mean_absolute_error: 340.1409 Epoch 333/500 148/148 [==============================] - 0s 101us/step - loss: 76406.9807 - mean_absolute_error: 234.3599 - val_loss: 130927.8006 - val_mean_absolute_error: 340.0556 Epoch 334/500 148/148 [==============================] - 0s 115us/step - loss: 76363.1899 - mean_absolute_error: 234.2619 - val_loss: 130866.5919 - val_mean_absolute_error: 339.9675 Epoch 335/500 148/148 [==============================] - 0s 101us/step - loss: 76319.9509 - mean_absolute_error: 234.1724 - val_loss: 130804.2250 - val_mean_absolute_error: 339.8793 Epoch 336/500 148/148 [==============================] - 0s 101us/step - loss: 76274.8893 - mean_absolute_error: 234.0760 - val_loss: 130745.7919 - val_mean_absolute_error: 339.7949 Epoch 337/500 148/148 [==============================] - 0s 108us/step - loss: 76230.2500 - mean_absolute_error: 233.9641 - val_loss: 130677.0044 - val_mean_absolute_error: 339.6977 Epoch 338/500 148/148 [==============================] - 0s 88us/step - loss: 76181.7708 - mean_absolute_error: 233.8636 - val_loss: 130610.8594 - val_mean_absolute_error: 339.6035 Epoch 339/500 148/148 [==============================] - 0s 81us/step - loss: 76136.5021 - mean_absolute_error: 233.7718 - val_loss: 130549.6881 - val_mean_absolute_error: 339.5176 Epoch 340/500 148/148 [==============================] - 0s 74us/step - loss: 76093.1921 - mean_absolute_error: 233.6878 - val_loss: 130487.1756 - val_mean_absolute_error: 339.4290 Epoch 341/500 148/148 [==============================] - 0s 81us/step - loss: 76048.6502 - mean_absolute_error: 233.5944 - val_loss: 130426.3075 - val_mean_absolute_error: 339.3432 Epoch 342/500 148/148 [==============================] - 0s 74us/step - loss: 76004.0676 - mean_absolute_error: 233.5007 - val_loss: 130362.2306 - val_mean_absolute_error: 339.2507 Epoch 343/500 148/148 [==============================] - 0s 74us/step - loss: 75956.3853 - mean_absolute_error: 233.3859 - val_loss: 130304.9637 - val_mean_absolute_error: 339.1699 Epoch 344/500 148/148 [==============================] - 0s 74us/step - loss: 75914.3294 - mean_absolute_error: 233.2997 - val_loss: 130236.2144 - val_mean_absolute_error: 339.0736 Epoch 345/500 148/148 [==============================] - 0s 74us/step - loss: 75867.2002 - mean_absolute_error: 233.2062 - val_loss: 130168.5181 - val_mean_absolute_error: 338.9778 Epoch 346/500 148/148 [==============================] - 0s 74us/step - loss: 75820.3796 - mean_absolute_error: 233.1155 - val_loss: 130107.5631 - val_mean_absolute_error: 338.8901 Epoch 347/500 148/148 [==============================] - 0s 95us/step - loss: 75774.5779 - mean_absolute_error: 233.0011 - val_loss: 130050.4450 - val_mean_absolute_error: 338.8087 Epoch 348/500 148/148 [==============================] - 0s 95us/step - loss: 75733.3396 - mean_absolute_error: 232.9225 - val_loss: 129987.5656 - val_mean_absolute_error: 338.7175 Epoch 349/500 148/148 [==============================] - 0s 81us/step - loss: 75685.3796 - mean_absolute_error: 232.8074 - val_loss: 129919.3094 - val_mean_absolute_error: 338.6211 Epoch 350/500 148/148 [==============================] - 0s 81us/step - loss: 75639.4882 - mean_absolute_error: 232.7139 - val_loss: 129854.9725 - val_mean_absolute_error: 338.5305 Epoch 351/500 148/148 [==============================] - 0s 88us/step - loss: 75595.2748 - mean_absolute_error: 232.6306 - val_loss: 129793.4525 - val_mean_absolute_error: 338.4428 Epoch 352/500 148/148 [==============================] - 0s 101us/step - loss: 75551.0251 - mean_absolute_error: 232.5345 - val_loss: 129729.4012 - val_mean_absolute_error: 338.3506 Epoch 353/500 148/148 [==============================] - 0s 88us/step - loss: 75503.4500 - mean_absolute_error: 232.4215 - val_loss: 129670.8138 - val_mean_absolute_error: 338.2680 Epoch 354/500 148/148 [==============================] - 0s 88us/step - loss: 75460.3104 - mean_absolute_error: 232.3304 - val_loss: 129603.3769 - val_mean_absolute_error: 338.1726 Epoch 355/500 148/148 [==============================] - 0s 81us/step - loss: 75414.8365 - mean_absolute_error: 232.2417 - val_loss: 129546.7906 - val_mean_absolute_error: 338.0912 Epoch 356/500 148/148 [==============================] - 0s 74us/step - loss: 75373.3675 - mean_absolute_error: 232.1553 - val_loss: 129482.0594 - val_mean_absolute_error: 337.9992 Epoch 357/500 148/148 [==============================] - 0s 81us/step - loss: 75327.2929 - mean_absolute_error: 232.0575 - val_loss: 129417.8438 - val_mean_absolute_error: 337.9085 Epoch 358/500 148/148 [==============================] - 0s 74us/step - loss: 75281.5822 - mean_absolute_error: 231.9638 - val_loss: 129356.6506 - val_mean_absolute_error: 337.8210 Epoch 359/500 148/148 [==============================] - 0s 74us/step - loss: 75238.4279 - mean_absolute_error: 231.8785 - val_loss: 129295.3344 - val_mean_absolute_error: 337.7332 Epoch 360/500 148/148 [==============================] - 0s 68us/step - loss: 75191.7925 - mean_absolute_error: 231.7758 - val_loss: 129236.4981 - val_mean_absolute_error: 337.6491 Epoch 361/500 148/148 [==============================] - 0s 108us/step - loss: 75148.4797 - mean_absolute_error: 231.6864 - val_loss: 129164.3362 - val_mean_absolute_error: 337.5470 Epoch 362/500 148/148 [==============================] - 0s 149us/step - loss: 75099.7217 - mean_absolute_error: 231.5906 - val_loss: 129102.5737 - val_mean_absolute_error: 337.4586 Epoch 363/500 148/148 [==============================] - 0s 108us/step - loss: 75055.1740 - mean_absolute_error: 231.4973 - val_loss: 129040.9081 - val_mean_absolute_error: 337.3694 Epoch 364/500 148/148 [==============================] - 0s 122us/step - loss: 75011.4065 - mean_absolute_error: 231.4145 - val_loss: 128982.9756 - val_mean_absolute_error: 337.2855 Epoch 365/500 148/148 [==============================] - 0s 162us/step - loss: 74966.1695 - mean_absolute_error: 231.3149 - val_loss: 128925.9669 - val_mean_absolute_error: 337.2046 Epoch 366/500 148/148 [==============================] - 0s 169us/step - loss: 74926.3656 - mean_absolute_error: 231.2393 - val_loss: 128859.8056 - val_mean_absolute_error: 337.1105 Epoch 367/500 148/148 [==============================] - ETA: 0s - loss: 76415.1562 - mean_absolute_error: 236.434 - 0s 135us/step - loss: 74881.0949 - mean_absolute_error: 231.1543 - val_loss: 128797.9375 - val_mean_absolute_error: 337.0204 Epoch 368/500 148/148 [==============================] - 0s 142us/step - loss: 74834.4635 - mean_absolute_error: 231.0495 - val_loss: 128734.4569 - val_mean_absolute_error: 336.9304 Epoch 369/500 148/148 [==============================] - 0s 128us/step - loss: 74790.2972 - mean_absolute_error: 230.9650 - val_loss: 128671.4662 - val_mean_absolute_error: 336.8388 Epoch 370/500 148/148 [==============================] - 0s 115us/step - loss: 74742.7392 - mean_absolute_error: 230.8627 - val_loss: 128615.4106 - val_mean_absolute_error: 336.7588 Epoch 371/500 148/148 [==============================] - 0s 115us/step - loss: 74701.6107 - mean_absolute_error: 230.7801 - val_loss: 128552.4406 - val_mean_absolute_error: 336.6693 Epoch 372/500 148/148 [==============================] - 0s 128us/step - loss: 74657.3383 - mean_absolute_error: 230.6928 - val_loss: 128486.9400 - val_mean_absolute_error: 336.5755 Epoch 373/500 148/148 [==============================] - 0s 128us/step - loss: 74611.0397 - mean_absolute_error: 230.6023 - val_loss: 128422.2981 - val_mean_absolute_error: 336.4834 Epoch 374/500 148/148 [==============================] - 0s 108us/step - loss: 74566.5326 - mean_absolute_error: 230.5164 - val_loss: 128367.7094 - val_mean_absolute_error: 336.4047 Epoch 375/500 148/148 [==============================] - 0s 128us/step - loss: 74525.6820 - mean_absolute_error: 230.4311 - val_loss: 128307.5731 - val_mean_absolute_error: 336.3172 Epoch 376/500 148/148 [==============================] - 0s 115us/step - loss: 74478.9979 - mean_absolute_error: 230.3206 - val_loss: 128243.6337 - val_mean_absolute_error: 336.2257 Epoch 377/500 148/148 [==============================] - 0s 1ms/step - loss: 74431.7580 - mean_absolute_error: 230.2184 - val_loss: 128180.5006 - val_mean_absolute_error: 336.1352 Epoch 378/500 148/148 [==============================] - 0s 284us/step - loss: 74387.5306 - mean_absolute_error: 230.1340 - val_loss: 128114.3450 - val_mean_absolute_error: 336.0405 Epoch 379/500 148/148 [==============================] - 0s 324us/step - loss: 74340.9229 - mean_absolute_error: 230.0409 - val_loss: 128050.9312 - val_mean_absolute_error: 335.9499 Epoch 380/500 148/148 [==============================] - 0s 162us/step - loss: 74296.4595 - mean_absolute_error: 229.9502 - val_loss: 127981.1275 - val_mean_absolute_error: 335.8498 Epoch 381/500 148/148 [==============================] - 0s 459us/step - loss: 74248.3731 - mean_absolute_error: 229.8564 - val_loss: 127927.9631 - val_mean_absolute_error: 335.7716 Epoch 382/500 148/148 [==============================] - 0s 446us/step - loss: 74206.4230 - mean_absolute_error: 229.7497 - val_loss: 127868.8919 - val_mean_absolute_error: 335.6868 Epoch 383/500 148/148 [==============================] - 0s 729us/step - loss: 74163.8115 - mean_absolute_error: 229.6619 - val_loss: 127802.3450 - val_mean_absolute_error: 335.5917 Epoch 384/500 148/148 [==============================] - 0s 176us/step - loss: 74117.4193 - mean_absolute_error: 229.5763 - val_loss: 127741.9800 - val_mean_absolute_error: 335.5044 Epoch 385/500 148/148 [==============================] - 0s 149us/step - loss: 74074.0762 - mean_absolute_error: 229.4895 - val_loss: 127681.7744 - val_mean_absolute_error: 335.4184 Epoch 386/500 148/148 [==============================] - 0s 493us/step - loss: 74030.4171 - mean_absolute_error: 229.4001 - val_loss: 127612.2400 - val_mean_absolute_error: 335.3181 Epoch 387/500 148/148 [==============================] - 0s 263us/step - loss: 73982.9846 - mean_absolute_error: 229.3052 - val_loss: 127546.5462 - val_mean_absolute_error: 335.2237 Epoch 388/500 148/148 [==============================] - 0s 196us/step - loss: 73937.3886 - mean_absolute_error: 229.2195 - val_loss: 127485.9406 - val_mean_absolute_error: 335.1363 Epoch 389/500 148/148 [==============================] - 0s 176us/step - loss: 73895.8364 - mean_absolute_error: 229.1408 - val_loss: 127425.1644 - val_mean_absolute_error: 335.0489 Epoch 390/500 148/148 [==============================] - 0s 250us/step - loss: 73851.1755 - mean_absolute_error: 229.0561 - val_loss: 127355.8106 - val_mean_absolute_error: 334.9498 Epoch 391/500 148/148 [==============================] - 0s 230us/step - loss: 73804.1961 - mean_absolute_error: 228.9650 - val_loss: 127302.8969 - val_mean_absolute_error: 334.8730 Epoch 392/500 148/148 [==============================] - 0s 203us/step - loss: 73762.1937 - mean_absolute_error: 228.8829 - val_loss: 127241.3656 - val_mean_absolute_error: 334.7845 Epoch 393/500 148/148 [==============================] - 0s 169us/step - loss: 73718.9107 - mean_absolute_error: 228.7979 - val_loss: 127183.5781 - val_mean_absolute_error: 334.7013 Epoch 394/500 148/148 [==============================] - 0s 270us/step - loss: 73677.1720 - mean_absolute_error: 228.7224 - val_loss: 127124.4494 - val_mean_absolute_error: 334.6153 Epoch 395/500 148/148 [==============================] - 0s 297us/step - loss: 73633.4499 - mean_absolute_error: 228.6353 - val_loss: 127059.3288 - val_mean_absolute_error: 334.5206 Epoch 396/500 148/148 [==============================] - 0s 209us/step - loss: 73587.8344 - mean_absolute_error: 228.5525 - val_loss: 127001.7069 - val_mean_absolute_error: 334.4347 Epoch 397/500 148/148 [==============================] - 0s 155us/step - loss: 73542.7326 - mean_absolute_error: 228.4621 - val_loss: 126942.1619 - val_mean_absolute_error: 334.3472 Epoch 398/500 148/148 [==============================] - 0s 189us/step - loss: 73499.9190 - mean_absolute_error: 228.3862 - val_loss: 126871.2606 - val_mean_absolute_error: 334.2458 Epoch 399/500 148/148 [==============================] - 0s 155us/step - loss: 73452.6246 - mean_absolute_error: 228.3069 - val_loss: 126810.5581 - val_mean_absolute_error: 334.1584 Epoch 400/500 148/148 [==============================] - 0s 142us/step - loss: 73409.0310 - mean_absolute_error: 228.2353 - val_loss: 126752.1187 - val_mean_absolute_error: 334.0741 Epoch 401/500 148/148 [==============================] - 0s 162us/step - loss: 73367.2455 - mean_absolute_error: 228.1655 - val_loss: 126687.4631 - val_mean_absolute_error: 333.9807 Epoch 402/500 148/148 [==============================] - 0s 149us/step - loss: 73321.6520 - mean_absolute_error: 228.0873 - val_loss: 126622.5981 - val_mean_absolute_error: 333.8873 Epoch 403/500 148/148 [==============================] - 0s 135us/step - loss: 73276.2243 - mean_absolute_error: 228.0103 - val_loss: 126565.0112 - val_mean_absolute_error: 333.8040 Epoch 404/500 148/148 [==============================] - 0s 115us/step - loss: 73231.5002 - mean_absolute_error: 227.9394 - val_loss: 126500.3763 - val_mean_absolute_error: 333.7118 Epoch 405/500 148/148 [==============================] - 0s 122us/step - loss: 73186.4907 - mean_absolute_error: 227.8656 - val_loss: 126431.8438 - val_mean_absolute_error: 333.6151 Epoch 406/500 148/148 [==============================] - 0s 128us/step - loss: 73139.6401 - mean_absolute_error: 227.7907 - val_loss: 126369.3638 - val_mean_absolute_error: 333.5242 Epoch 407/500 148/148 [==============================] - 0s 128us/step - loss: 73095.8418 - mean_absolute_error: 227.7153 - val_loss: 126310.6200 - val_mean_absolute_error: 333.4389 Epoch 408/500 148/148 [==============================] - 0s 122us/step - loss: 73050.9165 - mean_absolute_error: 227.6413 - val_loss: 126248.5856 - val_mean_absolute_error: 333.3491 Epoch 409/500 148/148 [==============================] - 0s 142us/step - loss: 73007.7057 - mean_absolute_error: 227.5690 - val_loss: 126187.6519 - val_mean_absolute_error: 333.2611 Epoch 410/500 148/148 [==============================] - 0s 122us/step - loss: 72965.3216 - mean_absolute_error: 227.5021 - val_loss: 126129.9162 - val_mean_absolute_error: 333.1774 Epoch 411/500 148/148 [==============================] - 0s 95us/step - loss: 72923.5992 - mean_absolute_error: 227.4315 - val_loss: 126065.0375 - val_mean_absolute_error: 333.0833 Epoch 412/500 148/148 [==============================] - 0s 115us/step - loss: 72877.2356 - mean_absolute_error: 227.3534 - val_loss: 126004.2175 - val_mean_absolute_error: 332.9964 Epoch 413/500 148/148 [==============================] - 0s 108us/step - loss: 72833.6560 - mean_absolute_error: 227.2823 - val_loss: 125938.5331 - val_mean_absolute_error: 332.9010 Epoch 414/500 148/148 [==============================] - 0s 115us/step - loss: 72787.1148 - mean_absolute_error: 227.2077 - val_loss: 125878.6719 - val_mean_absolute_error: 332.8132 Epoch 415/500 148/148 [==============================] - 0s 128us/step - loss: 72741.4808 - mean_absolute_error: 227.1295 - val_loss: 125819.3581 - val_mean_absolute_error: 332.7266 Epoch 416/500 148/148 [==============================] - 0s 135us/step - loss: 72698.2836 - mean_absolute_error: 227.0627 - val_loss: 125758.2137 - val_mean_absolute_error: 332.6368 Epoch 417/500 148/148 [==============================] - 0s 128us/step - loss: 72651.0909 - mean_absolute_error: 226.9865 - val_loss: 125695.4088 - val_mean_absolute_error: 332.5441 Epoch 418/500 148/148 [==============================] - 0s 108us/step - loss: 72603.3866 - mean_absolute_error: 226.9150 - val_loss: 125635.3788 - val_mean_absolute_error: 332.4570 Epoch 419/500 148/148 [==============================] - 0s 101us/step - loss: 72562.7163 - mean_absolute_error: 226.8449 - val_loss: 125575.8369 - val_mean_absolute_error: 332.3710 Epoch 420/500 148/148 [==============================] - 0s 101us/step - loss: 72520.4188 - mean_absolute_error: 226.7746 - val_loss: 125508.2962 - val_mean_absolute_error: 332.2735 Epoch 421/500 148/148 [==============================] - 0s 101us/step - loss: 72475.7211 - mean_absolute_error: 226.6940 - val_loss: 125449.4275 - val_mean_absolute_error: 332.1868 Epoch 422/500 148/148 [==============================] - 0s 108us/step - loss: 72430.7371 - mean_absolute_error: 226.6284 - val_loss: 125385.4056 - val_mean_absolute_error: 332.0958 Epoch 423/500 148/148 [==============================] - 0s 101us/step - loss: 72386.7798 - mean_absolute_error: 226.5517 - val_loss: 125320.4175 - val_mean_absolute_error: 332.0016 Epoch 424/500 148/148 [==============================] - 0s 108us/step - loss: 72339.6087 - mean_absolute_error: 226.4885 - val_loss: 125257.3319 - val_mean_absolute_error: 331.9093 Epoch 425/500 148/148 [==============================] - 0s 108us/step - loss: 72295.4429 - mean_absolute_error: 226.4138 - val_loss: 125197.7950 - val_mean_absolute_error: 331.8230 Epoch 426/500 148/148 [==============================] - 0s 115us/step - loss: 72253.2607 - mean_absolute_error: 226.3459 - val_loss: 125139.9900 - val_mean_absolute_error: 331.7383 Epoch 427/500 148/148 [==============================] - 0s 128us/step - loss: 72209.4700 - mean_absolute_error: 226.2825 - val_loss: 125073.6750 - val_mean_absolute_error: 331.6417 Epoch 428/500 148/148 [==============================] - 0s 115us/step - loss: 72163.4764 - mean_absolute_error: 226.2145 - val_loss: 125015.6531 - val_mean_absolute_error: 331.5578 Epoch 429/500 148/148 [==============================] - 0s 108us/step - loss: 72122.9284 - mean_absolute_error: 226.1498 - val_loss: 124950.3694 - val_mean_absolute_error: 331.4643 Epoch 430/500 148/148 [==============================] - 0s 142us/step - loss: 72078.2784 - mean_absolute_error: 226.0786 - val_loss: 124887.3150 - val_mean_absolute_error: 331.3717 Epoch 431/500 148/148 [==============================] - 0s 135us/step - loss: 72034.1944 - mean_absolute_error: 225.9981 - val_loss: 124820.2213 - val_mean_absolute_error: 331.2750 Epoch 432/500 148/148 [==============================] - 0s 115us/step - loss: 71987.4902 - mean_absolute_error: 225.9389 - val_loss: 124772.4238 - val_mean_absolute_error: 331.2038 Epoch 433/500 148/148 [==============================] - 0s 88us/step - loss: 71950.6225 - mean_absolute_error: 225.8808 - val_loss: 124708.2413 - val_mean_absolute_error: 331.1090 Epoch 434/500 148/148 [==============================] - 0s 88us/step - loss: 71905.7449 - mean_absolute_error: 225.8065 - val_loss: 124642.6106 - val_mean_absolute_error: 331.0128 Epoch 435/500 148/148 [==============================] - 0s 101us/step - loss: 71858.2145 - mean_absolute_error: 225.7304 - val_loss: 124583.2119 - val_mean_absolute_error: 330.9259 Epoch 436/500 148/148 [==============================] - 0s 108us/step - loss: 71816.8443 - mean_absolute_error: 225.6657 - val_loss: 124520.8956 - val_mean_absolute_error: 330.8351 Epoch 437/500 148/148 [==============================] - 0s 101us/step - loss: 71773.8681 - mean_absolute_error: 225.5910 - val_loss: 124462.5356 - val_mean_absolute_error: 330.7483 Epoch 438/500 148/148 [==============================] - 0s 95us/step - loss: 71730.1658 - mean_absolute_error: 225.5237 - val_loss: 124401.5650 - val_mean_absolute_error: 330.6583 Epoch 439/500 148/148 [==============================] - 0s 108us/step - loss: 71684.4812 - mean_absolute_error: 225.4699 - val_loss: 124347.0925 - val_mean_absolute_error: 330.5792 Epoch 440/500 148/148 [==============================] - 0s 88us/step - loss: 71646.6880 - mean_absolute_error: 225.4000 - val_loss: 124280.1900 - val_mean_absolute_error: 330.4821 Epoch 441/500 148/148 [==============================] - 0s 101us/step - loss: 71600.9704 - mean_absolute_error: 225.3295 - val_loss: 124217.3731 - val_mean_absolute_error: 330.3902 Epoch 442/500 148/148 [==============================] - 0s 95us/step - loss: 71557.6977 - mean_absolute_error: 225.2610 - val_loss: 124150.3025 - val_mean_absolute_error: 330.2924 Epoch 443/500 148/148 [==============================] - 0s 122us/step - loss: 71510.5989 - mean_absolute_error: 225.1951 - val_loss: 124092.4888 - val_mean_absolute_error: 330.2092 Epoch 444/500 148/148 [==============================] - 0s 122us/step - loss: 71470.9456 - mean_absolute_error: 225.1375 - val_loss: 124026.9669 - val_mean_absolute_error: 330.1142 Epoch 445/500 148/148 [==============================] - 0s 115us/step - loss: 71426.0093 - mean_absolute_error: 225.0545 - val_loss: 123964.2937 - val_mean_absolute_error: 330.0226 Epoch 446/500 148/148 [==============================] - 0s 91us/step - loss: 71382.1053 - mean_absolute_error: 224.9811 - val_loss: 123906.2406 - val_mean_absolute_error: 329.9378 Epoch 447/500 148/148 [==============================] - 0s 115us/step - loss: 71341.1642 - mean_absolute_error: 224.9207 - val_loss: 123851.1406 - val_mean_absolute_error: 329.8556 Epoch 448/500 148/148 [==============================] - 0s 101us/step - loss: 71298.6737 - mean_absolute_error: 224.8672 - val_loss: 123784.6731 - val_mean_absolute_error: 329.7589 Epoch 449/500 148/148 [==============================] - 0s 101us/step - loss: 71254.1593 - mean_absolute_error: 224.7942 - val_loss: 123733.7525 - val_mean_absolute_error: 329.6823 Epoch 450/500 148/148 [==============================] - 0s 95us/step - loss: 71216.9861 - mean_absolute_error: 224.7310 - val_loss: 123671.2694 - val_mean_absolute_error: 329.5906 Epoch 451/500 148/148 [==============================] - 0s 115us/step - loss: 71171.7663 - mean_absolute_error: 224.6605 - val_loss: 123612.9037 - val_mean_absolute_error: 329.5049 Epoch 452/500 148/148 [==============================] - 0s 101us/step - loss: 71130.7924 - mean_absolute_error: 224.5993 - val_loss: 123546.9669 - val_mean_absolute_error: 329.4086 Epoch 453/500 148/148 [==============================] - 0s 115us/step - loss: 71085.2452 - mean_absolute_error: 224.5193 - val_loss: 123487.0875 - val_mean_absolute_error: 329.3206 Epoch 454/500 148/148 [==============================] - 0s 95us/step - loss: 71040.3201 - mean_absolute_error: 224.4552 - val_loss: 123432.9700 - val_mean_absolute_error: 329.2392 Epoch 455/500 148/148 [==============================] - 0s 108us/step - loss: 71000.5223 - mean_absolute_error: 224.3991 - val_loss: 123371.7737 - val_mean_absolute_error: 329.1495 Epoch 456/500 148/148 [==============================] - 0s 115us/step - loss: 70957.9481 - mean_absolute_error: 224.3273 - val_loss: 123309.9856 - val_mean_absolute_error: 329.0598 Epoch 457/500 148/148 [==============================] - 0s 95us/step - loss: 70916.3142 - mean_absolute_error: 224.2595 - val_loss: 123247.1081 - val_mean_absolute_error: 328.9670 Epoch 458/500 148/148 [==============================] - 0s 95us/step - loss: 70873.7581 - mean_absolute_error: 224.1870 - val_loss: 123183.0912 - val_mean_absolute_error: 328.8732 Epoch 459/500 148/148 [==============================] - 0s 101us/step - loss: 70830.1266 - mean_absolute_error: 224.1032 - val_loss: 123125.9037 - val_mean_absolute_error: 328.7885 Epoch 460/500 148/148 [==============================] - 0s 101us/step - loss: 70789.3894 - mean_absolute_error: 224.0502 - val_loss: 123060.3319 - val_mean_absolute_error: 328.6939 Epoch 461/500 148/148 [==============================] - 0s 108us/step - loss: 70744.6180 - mean_absolute_error: 223.9659 - val_loss: 123001.7900 - val_mean_absolute_error: 328.6071 Epoch 462/500 148/148 [==============================] - 0s 101us/step - loss: 70703.3323 - mean_absolute_error: 223.9053 - val_loss: 122939.0519 - val_mean_absolute_error: 328.5144 Epoch 463/500 148/148 [==============================] - 0s 101us/step - loss: 70660.4609 - mean_absolute_error: 223.8324 - val_loss: 122870.4538 - val_mean_absolute_error: 328.4129 Epoch 464/500 148/148 [==============================] - 0s 81us/step - loss: 70612.1188 - mean_absolute_error: 223.7597 - val_loss: 122807.8338 - val_mean_absolute_error: 328.3205 Epoch 465/500 148/148 [==============================] - 0s 108us/step - loss: 70568.4998 - mean_absolute_error: 223.6873 - val_loss: 122741.2806 - val_mean_absolute_error: 328.2223 Epoch 466/500 148/148 [==============================] - 0s 101us/step - loss: 70523.3076 - mean_absolute_error: 223.6178 - val_loss: 122679.9362 - val_mean_absolute_error: 328.1317 Epoch 467/500 148/148 [==============================] - 0s 95us/step - loss: 70479.5368 - mean_absolute_error: 223.5533 - val_loss: 122617.0844 - val_mean_absolute_error: 328.0394 Epoch 468/500 148/148 [==============================] - 0s 115us/step - loss: 70436.8076 - mean_absolute_error: 223.4763 - val_loss: 122563.8038 - val_mean_absolute_error: 327.9594 Epoch 469/500 148/148 [==============================] - 0s 101us/step - loss: 70396.8693 - mean_absolute_error: 223.4146 - val_loss: 122501.1144 - val_mean_absolute_error: 327.8679 Epoch 470/500 148/148 [==============================] - 0s 88us/step - loss: 70354.6288 - mean_absolute_error: 223.3401 - val_loss: 122440.8837 - val_mean_absolute_error: 327.7792 Epoch 471/500 148/148 [==============================] - 0s 108us/step - loss: 70313.2848 - mean_absolute_error: 223.2714 - val_loss: 122381.3038 - val_mean_absolute_error: 327.6917 Epoch 472/500 148/148 [==============================] - 0s 95us/step - loss: 70271.7928 - mean_absolute_error: 223.1997 - val_loss: 122318.1544 - val_mean_absolute_error: 327.5986 Epoch 473/500 148/148 [==============================] - 0s 101us/step - loss: 70227.2840 - mean_absolute_error: 223.1433 - val_loss: 122261.1613 - val_mean_absolute_error: 327.5142 Epoch 474/500 148/148 [==============================] - 0s 101us/step - loss: 70187.2186 - mean_absolute_error: 223.0659 - val_loss: 122195.8338 - val_mean_absolute_error: 327.4188 Epoch 475/500 148/148 [==============================] - 0s 88us/step - loss: 70142.7741 - mean_absolute_error: 222.9922 - val_loss: 122129.0000 - val_mean_absolute_error: 327.3206 Epoch 476/500 148/148 [==============================] - 0s 88us/step - loss: 70097.9873 - mean_absolute_error: 222.9159 - val_loss: 122072.6931 - val_mean_absolute_error: 327.2356 Epoch 477/500 148/148 [==============================] - 0s 101us/step - loss: 70055.7053 - mean_absolute_error: 222.8564 - val_loss: 122007.8669 - val_mean_absolute_error: 327.1400 Epoch 478/500 148/148 [==============================] - 0s 95us/step - loss: 70011.2605 - mean_absolute_error: 222.7823 - val_loss: 121944.2213 - val_mean_absolute_error: 327.0455 Epoch 479/500 148/148 [==============================] - 0s 88us/step - loss: 69967.1367 - mean_absolute_error: 222.7108 - val_loss: 121884.6656 - val_mean_absolute_error: 326.9569 Epoch 480/500 148/148 [==============================] - 0s 95us/step - loss: 69925.0381 - mean_absolute_error: 222.6491 - val_loss: 121828.7863 - val_mean_absolute_error: 326.8738 Epoch 481/500 148/148 [==============================] - 0s 108us/step - loss: 69886.2213 - mean_absolute_error: 222.5883 - val_loss: 121773.4181 - val_mean_absolute_error: 326.7917 Epoch 482/500 148/148 [==============================] - 0s 88us/step - loss: 69847.5808 - mean_absolute_error: 222.5307 - val_loss: 121701.3306 - val_mean_absolute_error: 326.6854 Epoch 483/500 148/148 [==============================] - 0s 96us/step - loss: 69798.9581 - mean_absolute_error: 222.4516 - val_loss: 121636.2863 - val_mean_absolute_error: 326.5904 Epoch 484/500 148/148 [==============================] - 0s 95us/step - loss: 69754.7437 - mean_absolute_error: 222.3869 - val_loss: 121580.4444 - val_mean_absolute_error: 326.5071 Epoch 485/500 148/148 [==============================] - 0s 108us/step - loss: 69713.3635 - mean_absolute_error: 222.3348 - val_loss: 121524.4994 - val_mean_absolute_error: 326.4245 Epoch 486/500 148/148 [==============================] - 0s 95us/step - loss: 69673.2905 - mean_absolute_error: 222.2730 - val_loss: 121460.6231 - val_mean_absolute_error: 326.3289 Epoch 487/500 148/148 [==============================] - 0s 95us/step - loss: 69629.3774 - mean_absolute_error: 222.2111 - val_loss: 121402.6494 - val_mean_absolute_error: 326.2431 Epoch 488/500 148/148 [==============================] - 0s 101us/step - loss: 69589.7960 - mean_absolute_error: 222.1417 - val_loss: 121344.1163 - val_mean_absolute_error: 326.1562 Epoch 489/500 148/148 [==============================] - 0s 108us/step - loss: 69547.9400 - mean_absolute_error: 222.0807 - val_loss: 121281.4069 - val_mean_absolute_error: 326.0631 Epoch 490/500 148/148 [==============================] - 0s 95us/step - loss: 69503.3030 - mean_absolute_error: 222.0168 - val_loss: 121221.8544 - val_mean_absolute_error: 325.9747 Epoch 491/500 148/148 [==============================] - 0s 108us/step - loss: 69461.6784 - mean_absolute_error: 221.9531 - val_loss: 121153.7825 - val_mean_absolute_error: 325.8738 Epoch 492/500 148/148 [==============================] - 0s 95us/step - loss: 69415.4216 - mean_absolute_error: 221.8792 - val_loss: 121097.5269 - val_mean_absolute_error: 325.7895 Epoch 493/500 148/148 [==============================] - 0s 101us/step - loss: 69374.9726 - mean_absolute_error: 221.8262 - val_loss: 121039.5319 - val_mean_absolute_error: 325.7026 Epoch 494/500 148/148 [==============================] - 0s 108us/step - loss: 69333.6265 - mean_absolute_error: 221.7622 - val_loss: 120980.8469 - val_mean_absolute_error: 325.6152 Epoch 495/500 148/148 [==============================] - 0s 115us/step - loss: 69292.5749 - mean_absolute_error: 221.6996 - val_loss: 120919.1275 - val_mean_absolute_error: 325.5230 Epoch 496/500 148/148 [==============================] - 0s 95us/step - loss: 69247.6555 - mean_absolute_error: 221.6470 - val_loss: 120859.9775 - val_mean_absolute_error: 325.4352 Epoch 497/500 148/148 [==============================] - 0s 101us/step - loss: 69206.8765 - mean_absolute_error: 221.5819 - val_loss: 120799.4050 - val_mean_absolute_error: 325.3451 Epoch 498/500 148/148 [==============================] - 0s 95us/step - loss: 69164.9226 - mean_absolute_error: 221.5123 - val_loss: 120736.3394 - val_mean_absolute_error: 325.2518 Epoch 499/500 148/148 [==============================] - 0s 108us/step - loss: 69123.5515 - mean_absolute_error: 221.4303 - val_loss: 120669.9356 - val_mean_absolute_error: 325.1540 Epoch 500/500 148/148 [==============================] - 0s 115us/step - loss: 69078.1905 - mean_absolute_error: 221.3590 - val_loss: 120606.1169 - val_mean_absolute_error: 325.0581
<keras.callbacks.History at 0x2073b92c4e0>
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=1000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/1000 148/148 [==============================] - 0s 128us/step - loss: 69034.7498 - mean_absolute_error: 221.2956 - val_loss: 120548.4812 - val_mean_absolute_error: 324.9707 Epoch 2/1000 148/148 [==============================] - 0s 101us/step - loss: 68991.6699 - mean_absolute_error: 221.2550 - val_loss: 120484.7663 - val_mean_absolute_error: 324.8771 Epoch 3/1000 148/148 [==============================] - 0s 115us/step - loss: 68949.8650 - mean_absolute_error: 221.1822 - val_loss: 120430.0988 - val_mean_absolute_error: 324.7941 Epoch 4/1000 148/148 [==============================] - 0s 115us/step - loss: 68910.2633 - mean_absolute_error: 221.1436 - val_loss: 120372.5538 - val_mean_absolute_error: 324.7089 Epoch 5/1000 148/148 [==============================] - 0s 88us/step - loss: 68870.4064 - mean_absolute_error: 221.0780 - val_loss: 120305.7594 - val_mean_absolute_error: 324.6105 Epoch 6/1000 148/148 [==============================] - 0s 108us/step - loss: 68826.4587 - mean_absolute_error: 221.0107 - val_loss: 120244.1931 - val_mean_absolute_error: 324.5194 Epoch 7/1000 148/148 [==============================] - 0s 95us/step - loss: 68785.3942 - mean_absolute_error: 220.9426 - val_loss: 120189.5694 - val_mean_absolute_error: 324.4388 Epoch 8/1000 148/148 [==============================] - 0s 95us/step - loss: 68747.8047 - mean_absolute_error: 220.8850 - val_loss: 120122.4300 - val_mean_absolute_error: 324.3387 Epoch 9/1000 148/148 [==============================] - 0s 101us/step - loss: 68703.3776 - mean_absolute_error: 220.8000 - val_loss: 120065.3706 - val_mean_absolute_error: 324.2529 Epoch 10/1000 148/148 [==============================] - 0s 95us/step - loss: 68662.3338 - mean_absolute_error: 220.7481 - val_loss: 120001.9906 - val_mean_absolute_error: 324.1577 Epoch 11/1000 148/148 [==============================] - 0s 108us/step - loss: 68617.9288 - mean_absolute_error: 220.6863 - val_loss: 119943.8788 - val_mean_absolute_error: 324.0716 Epoch 12/1000 148/148 [==============================] - 0s 95us/step - loss: 68579.0405 - mean_absolute_error: 220.6187 - val_loss: 119884.1175 - val_mean_absolute_error: 323.9834 Epoch 13/1000 148/148 [==============================] - 0s 101us/step - loss: 68536.5359 - mean_absolute_error: 220.5733 - val_loss: 119828.5956 - val_mean_absolute_error: 323.9023 Epoch 14/1000 148/148 [==============================] - 0s 115us/step - loss: 68498.8626 - mean_absolute_error: 220.5132 - val_loss: 119767.8675 - val_mean_absolute_error: 323.8124 Epoch 15/1000 148/148 [==============================] - 0s 95us/step - loss: 68456.5689 - mean_absolute_error: 220.4516 - val_loss: 119705.8069 - val_mean_absolute_error: 323.7212 Epoch 16/1000 148/148 [==============================] - 0s 95us/step - loss: 68413.6614 - mean_absolute_error: 220.3876 - val_loss: 119639.7394 - val_mean_absolute_error: 323.6245 Epoch 17/1000 148/148 [==============================] - 0s 108us/step - loss: 68369.7329 - mean_absolute_error: 220.3251 - val_loss: 119576.2106 - val_mean_absolute_error: 323.5309 Epoch 18/1000 148/148 [==============================] - 0s 95us/step - loss: 68327.3064 - mean_absolute_error: 220.2529 - val_loss: 119510.8425 - val_mean_absolute_error: 323.4351 Epoch 19/1000 148/148 [==============================] - 0s 108us/step - loss: 68284.2652 - mean_absolute_error: 220.1778 - val_loss: 119446.9913 - val_mean_absolute_error: 323.3422 Epoch 20/1000 148/148 [==============================] - 0s 108us/step - loss: 68241.6436 - mean_absolute_error: 220.1054 - val_loss: 119382.0244 - val_mean_absolute_error: 323.2478 Epoch 21/1000 148/148 [==============================] - 0s 88us/step - loss: 68199.1596 - mean_absolute_error: 220.0461 - val_loss: 119323.8237 - val_mean_absolute_error: 323.1626 Epoch 22/1000 148/148 [==============================] - 0s 101us/step - loss: 68160.1343 - mean_absolute_error: 219.9713 - val_loss: 119264.2625 - val_mean_absolute_error: 323.0748 Epoch 23/1000 148/148 [==============================] - 0s 101us/step - loss: 68118.8937 - mean_absolute_error: 219.9089 - val_loss: 119200.3644 - val_mean_absolute_error: 322.9811 Epoch 24/1000 148/148 [==============================] - 0s 101us/step - loss: 68075.3784 - mean_absolute_error: 219.8505 - val_loss: 119143.3681 - val_mean_absolute_error: 322.8974 Epoch 25/1000 148/148 [==============================] - 0s 122us/step - loss: 68036.4657 - mean_absolute_error: 219.7970 - val_loss: 119080.2706 - val_mean_absolute_error: 322.8053 Epoch 26/1000 148/148 [==============================] - 0s 95us/step - loss: 67994.7704 - mean_absolute_error: 219.7254 - val_loss: 119023.1406 - val_mean_absolute_error: 322.7204 Epoch 27/1000 148/148 [==============================] - 0s 101us/step - loss: 67954.2202 - mean_absolute_error: 219.6598 - val_loss: 118963.6650 - val_mean_absolute_error: 322.6333 Epoch 28/1000 148/148 [==============================] - 0s 101us/step - loss: 67911.0201 - mean_absolute_error: 219.6122 - val_loss: 118901.1025 - val_mean_absolute_error: 322.5424 Epoch 29/1000 148/148 [==============================] - 0s 95us/step - loss: 67869.1006 - mean_absolute_error: 219.5411 - val_loss: 118838.4469 - val_mean_absolute_error: 322.4516 Epoch 30/1000 148/148 [==============================] - 0s 95us/step - loss: 67826.9809 - mean_absolute_error: 219.4721 - val_loss: 118783.6062 - val_mean_absolute_error: 322.3724 Epoch 31/1000 148/148 [==============================] - 0s 115us/step - loss: 67789.3910 - mean_absolute_error: 219.4162 - val_loss: 118717.6481 - val_mean_absolute_error: 322.2766 Epoch 32/1000 148/148 [==============================] - 0s 108us/step - loss: 67745.8650 - mean_absolute_error: 219.3505 - val_loss: 118651.4206 - val_mean_absolute_error: 322.1807 Epoch 33/1000 148/148 [==============================] - 0s 128us/step - loss: 67702.3478 - mean_absolute_error: 219.2858 - val_loss: 118598.4550 - val_mean_absolute_error: 322.1046 Epoch 34/1000 148/148 [==============================] - 0s 101us/step - loss: 67664.8080 - mean_absolute_error: 219.2272 - val_loss: 118539.6000 - val_mean_absolute_error: 322.0200 Epoch 35/1000 148/148 [==============================] - 0s 68us/step - loss: 67623.3256 - mean_absolute_error: 219.1715 - val_loss: 118476.4062 - val_mean_absolute_error: 321.9288 Epoch 36/1000 148/148 [==============================] - 0s 81us/step - loss: 67581.1810 - mean_absolute_error: 219.1111 - val_loss: 118414.7344 - val_mean_absolute_error: 321.8395 Epoch 37/1000 148/148 [==============================] - 0s 88us/step - loss: 67540.1886 - mean_absolute_error: 219.0296 - val_loss: 118349.2344 - val_mean_absolute_error: 321.7450 Epoch 38/1000 148/148 [==============================] - 0s 61us/step - loss: 67496.8372 - mean_absolute_error: 218.9585 - val_loss: 118294.3700 - val_mean_absolute_error: 321.6662 Epoch 39/1000 148/148 [==============================] - 0s 74us/step - loss: 67456.8404 - mean_absolute_error: 218.9124 - val_loss: 118231.4631 - val_mean_absolute_error: 321.5749 Epoch 40/1000 148/148 [==============================] - 0s 88us/step - loss: 67414.4675 - mean_absolute_error: 218.8561 - val_loss: 118169.1062 - val_mean_absolute_error: 321.4840 Epoch 41/1000 148/148 [==============================] - 0s 61us/step - loss: 67373.1992 - mean_absolute_error: 218.7726 - val_loss: 118108.8244 - val_mean_absolute_error: 321.3966 Epoch 42/1000 148/148 [==============================] - 0s 88us/step - loss: 67332.6573 - mean_absolute_error: 218.7119 - val_loss: 118047.5400 - val_mean_absolute_error: 321.3082 Epoch 43/1000 148/148 [==============================] - 0s 95us/step - loss: 67290.3047 - mean_absolute_error: 218.6524 - val_loss: 117989.2156 - val_mean_absolute_error: 321.2248 Epoch 44/1000 148/148 [==============================] - 0s 74us/step - loss: 67248.8102 - mean_absolute_error: 218.6011 - val_loss: 117936.9600 - val_mean_absolute_error: 321.1489 Epoch 45/1000 148/148 [==============================] - 0s 68us/step - loss: 67212.4088 - mean_absolute_error: 218.5324 - val_loss: 117873.0894 - val_mean_absolute_error: 321.0564 Epoch 46/1000 148/148 [==============================] - 0s 74us/step - loss: 67169.0324 - mean_absolute_error: 218.4690 - val_loss: 117807.3200 - val_mean_absolute_error: 320.9604 Epoch 47/1000 148/148 [==============================] - 0s 95us/step - loss: 67127.3682 - mean_absolute_error: 218.3941 - val_loss: 117754.0119 - val_mean_absolute_error: 320.8829 Epoch 48/1000 148/148 [==============================] - 0s 81us/step - loss: 67091.4938 - mean_absolute_error: 218.3317 - val_loss: 117696.4825 - val_mean_absolute_error: 320.7994 Epoch 49/1000 148/148 [==============================] - 0s 68us/step - loss: 67052.7868 - mean_absolute_error: 218.2663 - val_loss: 117634.0688 - val_mean_absolute_error: 320.7088 Epoch 50/1000 148/148 [==============================] - 0s 74us/step - loss: 67010.6117 - mean_absolute_error: 218.2032 - val_loss: 117573.1181 - val_mean_absolute_error: 320.6205 Epoch 51/1000 148/148 [==============================] - 0s 74us/step - loss: 66970.1769 - mean_absolute_error: 218.1276 - val_loss: 117514.1719 - val_mean_absolute_error: 320.5354 Epoch 52/1000 148/148 [==============================] - 0s 74us/step - loss: 66928.1557 - mean_absolute_error: 218.0896 - val_loss: 117459.2231 - val_mean_absolute_error: 320.4556 Epoch 53/1000 148/148 [==============================] - 0s 68us/step - loss: 66890.1406 - mean_absolute_error: 218.0363 - val_loss: 117400.8887 - val_mean_absolute_error: 320.3705 Epoch 54/1000 148/148 [==============================] - 0s 68us/step - loss: 66851.1674 - mean_absolute_error: 217.9687 - val_loss: 117335.8613 - val_mean_absolute_error: 320.2753 Epoch 55/1000 148/148 [==============================] - 0s 74us/step - loss: 66808.3243 - mean_absolute_error: 217.9035 - val_loss: 117271.9519 - val_mean_absolute_error: 320.1817 Epoch 56/1000 148/148 [==============================] - 0s 68us/step - loss: 66766.3254 - mean_absolute_error: 217.8267 - val_loss: 117224.8013 - val_mean_absolute_error: 320.1141 Epoch 57/1000 148/148 [==============================] - 0s 74us/step - loss: 66732.5010 - mean_absolute_error: 217.7807 - val_loss: 117167.8338 - val_mean_absolute_error: 320.0307 Epoch 58/1000 148/148 [==============================] - 0s 74us/step - loss: 66694.2049 - mean_absolute_error: 217.7174 - val_loss: 117108.9787 - val_mean_absolute_error: 319.9444 Epoch 59/1000 148/148 [==============================] - 0s 74us/step - loss: 66654.8030 - mean_absolute_error: 217.6411 - val_loss: 117047.5575 - val_mean_absolute_error: 319.8549 Epoch 60/1000 148/148 [==============================] - 0s 68us/step - loss: 66614.8036 - mean_absolute_error: 217.5733 - val_loss: 116986.8737 - val_mean_absolute_error: 319.7663 Epoch 61/1000 148/148 [==============================] - 0s 74us/step - loss: 66573.1466 - mean_absolute_error: 217.5166 - val_loss: 116919.3356 - val_mean_absolute_error: 319.6675 Epoch 62/1000 148/148 [==============================] - 0s 68us/step - loss: 66529.9584 - mean_absolute_error: 217.4539 - val_loss: 116858.0269 - val_mean_absolute_error: 319.5780 Epoch 63/1000 148/148 [==============================] - 0s 68us/step - loss: 66488.8861 - mean_absolute_error: 217.3787 - val_loss: 116803.6763 - val_mean_absolute_error: 319.4987 Epoch 64/1000 148/148 [==============================] - 0s 68us/step - loss: 66452.3942 - mean_absolute_error: 217.3022 - val_loss: 116743.8488 - val_mean_absolute_error: 319.4116 Epoch 65/1000 148/148 [==============================] - 0s 81us/step - loss: 66412.5441 - mean_absolute_error: 217.2371 - val_loss: 116682.0312 - val_mean_absolute_error: 319.3210 Epoch 66/1000 148/148 [==============================] - 0s 68us/step - loss: 66370.7011 - mean_absolute_error: 217.1689 - val_loss: 116622.8331 - val_mean_absolute_error: 319.2343 Epoch 67/1000 148/148 [==============================] - 0s 74us/step - loss: 66331.3584 - mean_absolute_error: 217.1034 - val_loss: 116563.0919 - val_mean_absolute_error: 319.1474 Epoch 68/1000 148/148 [==============================] - 0s 68us/step - loss: 66287.9935 - mean_absolute_error: 217.0724 - val_loss: 116499.8794 - val_mean_absolute_error: 319.0547 Epoch 69/1000 148/148 [==============================] - 0s 81us/step - loss: 66246.8317 - mean_absolute_error: 217.0006 - val_loss: 116438.5988 - val_mean_absolute_error: 318.9654 Epoch 70/1000 148/148 [==============================] - 0s 61us/step - loss: 66206.1976 - mean_absolute_error: 216.9322 - val_loss: 116378.1875 - val_mean_absolute_error: 318.8771 Epoch 71/1000 148/148 [==============================] - 0s 61us/step - loss: 66165.9640 - mean_absolute_error: 216.8620 - val_loss: 116317.9875 - val_mean_absolute_error: 318.7899 Epoch 72/1000 148/148 [==============================] - 0s 74us/step - loss: 66123.9106 - mean_absolute_error: 216.8317 - val_loss: 116261.4894 - val_mean_absolute_error: 318.7078 Epoch 73/1000 148/148 [==============================] - 0s 68us/step - loss: 66084.5829 - mean_absolute_error: 216.7963 - val_loss: 116201.4831 - val_mean_absolute_error: 318.6198 Epoch 74/1000 148/148 [==============================] - 0s 88us/step - loss: 66045.0107 - mean_absolute_error: 216.7284 - val_loss: 116144.7263 - val_mean_absolute_error: 318.5368 Epoch 75/1000 148/148 [==============================] - 0s 81us/step - loss: 66007.1250 - mean_absolute_error: 216.6699 - val_loss: 116081.0813 - val_mean_absolute_error: 318.4437 Epoch 76/1000 148/148 [==============================] - 0s 81us/step - loss: 65965.2591 - mean_absolute_error: 216.5961 - val_loss: 116021.8519 - val_mean_absolute_error: 318.3578 Epoch 77/1000 148/148 [==============================] - 0s 68us/step - loss: 65924.2637 - mean_absolute_error: 216.5589 - val_loss: 115964.8225 - val_mean_absolute_error: 318.2738 Epoch 78/1000 148/148 [==============================] - 0s 68us/step - loss: 65886.3407 - mean_absolute_error: 216.5059 - val_loss: 115909.0063 - val_mean_absolute_error: 318.1917 Epoch 79/1000 148/148 [==============================] - 0s 74us/step - loss: 65849.2291 - mean_absolute_error: 216.4405 - val_loss: 115858.5488 - val_mean_absolute_error: 318.1178 Epoch 80/1000 148/148 [==============================] - 0s 68us/step - loss: 65814.6618 - mean_absolute_error: 216.3862 - val_loss: 115795.6194 - val_mean_absolute_error: 318.0254 Epoch 81/1000 148/148 [==============================] - 0s 61us/step - loss: 65773.2763 - mean_absolute_error: 216.3196 - val_loss: 115728.9494 - val_mean_absolute_error: 317.9275 Epoch 82/1000 148/148 [==============================] - 0s 74us/step - loss: 65729.6451 - mean_absolute_error: 216.2389 - val_loss: 115666.4406 - val_mean_absolute_error: 317.8350 Epoch 83/1000 148/148 [==============================] - 0s 68us/step - loss: 65688.5211 - mean_absolute_error: 216.1652 - val_loss: 115606.6169 - val_mean_absolute_error: 317.7468 Epoch 84/1000 148/148 [==============================] - 0s 68us/step - loss: 65649.6274 - mean_absolute_error: 216.1197 - val_loss: 115554.1438 - val_mean_absolute_error: 317.6705 Epoch 85/1000 148/148 [==============================] - 0s 81us/step - loss: 65611.7243 - mean_absolute_error: 216.0774 - val_loss: 115491.6925 - val_mean_absolute_error: 317.5789 Epoch 86/1000 148/148 [==============================] - 0s 68us/step - loss: 65570.4297 - mean_absolute_error: 216.0032 - val_loss: 115435.6763 - val_mean_absolute_error: 317.4963 Epoch 87/1000 148/148 [==============================] - 0s 74us/step - loss: 65533.0497 - mean_absolute_error: 215.9366 - val_loss: 115371.5644 - val_mean_absolute_error: 317.4021 Epoch 88/1000 148/148 [==============================] - 0s 81us/step - loss: 65491.5737 - mean_absolute_error: 215.8634 - val_loss: 115316.1031 - val_mean_absolute_error: 317.3208 Epoch 89/1000 148/148 [==============================] - 0s 68us/step - loss: 65454.4464 - mean_absolute_error: 215.7943 - val_loss: 115265.1400 - val_mean_absolute_error: 317.2459 Epoch 90/1000 148/148 [==============================] - 0s 68us/step - loss: 65418.8623 - mean_absolute_error: 215.7468 - val_loss: 115200.1894 - val_mean_absolute_error: 317.1501 Epoch 91/1000 148/148 [==============================] - 0s 68us/step - loss: 65375.9425 - mean_absolute_error: 215.6782 - val_loss: 115136.4331 - val_mean_absolute_error: 317.0566 Epoch 92/1000 148/148 [==============================] - 0s 88us/step - loss: 65333.2495 - mean_absolute_error: 215.6342 - val_loss: 115084.9288 - val_mean_absolute_error: 316.9804 Epoch 93/1000 148/148 [==============================] - 0s 81us/step - loss: 65299.2185 - mean_absolute_error: 215.5560 - val_loss: 115023.2012 - val_mean_absolute_error: 316.8895 Epoch 94/1000 148/148 [==============================] - 0s 68us/step - loss: 65258.4619 - mean_absolute_error: 215.4931 - val_loss: 114968.0694 - val_mean_absolute_error: 316.8087 Epoch 95/1000 148/148 [==============================] - 0s 68us/step - loss: 65221.1624 - mean_absolute_error: 215.4275 - val_loss: 114916.2388 - val_mean_absolute_error: 316.7320 Epoch 96/1000 148/148 [==============================] - 0s 81us/step - loss: 65186.7866 - mean_absolute_error: 215.3499 - val_loss: 114857.3262 - val_mean_absolute_error: 316.6449 Epoch 97/1000 148/148 [==============================] - 0s 61us/step - loss: 65147.3473 - mean_absolute_error: 215.2792 - val_loss: 114793.4156 - val_mean_absolute_error: 316.5506 Epoch 98/1000 148/148 [==============================] - 0s 68us/step - loss: 65105.7391 - mean_absolute_error: 215.2178 - val_loss: 114737.2356 - val_mean_absolute_error: 316.4677 Epoch 99/1000 148/148 [==============================] - 0s 74us/step - loss: 65069.7323 - mean_absolute_error: 215.1451 - val_loss: 114671.1119 - val_mean_absolute_error: 316.3701 Epoch 100/1000 148/148 [==============================] - 0s 74us/step - loss: 65025.7293 - mean_absolute_error: 215.0812 - val_loss: 114607.9525 - val_mean_absolute_error: 316.2772 Epoch 101/1000 148/148 [==============================] - 0s 74us/step - loss: 64983.2721 - mean_absolute_error: 215.0112 - val_loss: 114551.8675 - val_mean_absolute_error: 316.1950 Epoch 102/1000 148/148 [==============================] - 0s 74us/step - loss: 64944.6811 - mean_absolute_error: 214.9600 - val_loss: 114494.3169 - val_mean_absolute_error: 316.1110 Epoch 103/1000 148/148 [==============================] - 0s 74us/step - loss: 64905.6037 - mean_absolute_error: 214.9215 - val_loss: 114443.0294 - val_mean_absolute_error: 316.0351 Epoch 104/1000 148/148 [==============================] - 0s 74us/step - loss: 64871.4730 - mean_absolute_error: 214.8648 - val_loss: 114391.2400 - val_mean_absolute_error: 315.9583 Epoch 105/1000 148/148 [==============================] - 0s 68us/step - loss: 64837.7431 - mean_absolute_error: 214.7832 - val_loss: 114333.1381 - val_mean_absolute_error: 315.8728 Epoch 106/1000 148/148 [==============================] - 0s 74us/step - loss: 64796.9445 - mean_absolute_error: 214.7505 - val_loss: 114280.0706 - val_mean_absolute_error: 315.7945 Epoch 107/1000 148/148 [==============================] - 0s 74us/step - loss: 64761.4748 - mean_absolute_error: 214.6884 - val_loss: 114224.9931 - val_mean_absolute_error: 315.7133 Epoch 108/1000 148/148 [==============================] - 0s 68us/step - loss: 64724.7342 - mean_absolute_error: 214.6250 - val_loss: 114160.8475 - val_mean_absolute_error: 315.6184 Epoch 109/1000 148/148 [==============================] - 0s 68us/step - loss: 64682.6989 - mean_absolute_error: 214.5728 - val_loss: 114100.0475 - val_mean_absolute_error: 315.5289 Epoch 110/1000 148/148 [==============================] - 0s 74us/step - loss: 64641.4376 - mean_absolute_error: 214.5075 - val_loss: 114042.6469 - val_mean_absolute_error: 315.4435 Epoch 111/1000 148/148 [==============================] - 0s 61us/step - loss: 64603.4644 - mean_absolute_error: 214.4441 - val_loss: 113978.3488 - val_mean_absolute_error: 315.3485 Epoch 112/1000 148/148 [==============================] - 0s 68us/step - loss: 64561.5138 - mean_absolute_error: 214.3645 - val_loss: 113915.1463 - val_mean_absolute_error: 315.2552 Epoch 113/1000 148/148 [==============================] - 0s 68us/step - loss: 64519.7987 - mean_absolute_error: 214.3143 - val_loss: 113856.1463 - val_mean_absolute_error: 315.1675 Epoch 114/1000 148/148 [==============================] - 0s 61us/step - loss: 64480.4320 - mean_absolute_error: 214.2547 - val_loss: 113804.7394 - val_mean_absolute_error: 315.0915 Epoch 115/1000 148/148 [==============================] - 0s 68us/step - loss: 64443.8558 - mean_absolute_error: 214.2293 - val_loss: 113742.0688 - val_mean_absolute_error: 314.9989 Epoch 116/1000 148/148 [==============================] - 0s 68us/step - loss: 64402.3427 - mean_absolute_error: 214.1769 - val_loss: 113684.9212 - val_mean_absolute_error: 314.9145 Epoch 117/1000 148/148 [==============================] - 0s 68us/step - loss: 64364.4120 - mean_absolute_error: 214.1187 - val_loss: 113630.7331 - val_mean_absolute_error: 314.8342 Epoch 118/1000 148/148 [==============================] - 0s 74us/step - loss: 64328.3095 - mean_absolute_error: 214.0538 - val_loss: 113576.6475 - val_mean_absolute_error: 314.7540 Epoch 119/1000 148/148 [==============================] - 0s 61us/step - loss: 64291.9742 - mean_absolute_error: 213.9967 - val_loss: 113515.1400 - val_mean_absolute_error: 314.6628 Epoch 120/1000 148/148 [==============================] - 0s 68us/step - loss: 64251.1385 - mean_absolute_error: 213.9255 - val_loss: 113457.5300 - val_mean_absolute_error: 314.5776 Epoch 121/1000 148/148 [==============================] - 0s 68us/step - loss: 64212.6195 - mean_absolute_error: 213.8694 - val_loss: 113393.7450 - val_mean_absolute_error: 314.4826 Epoch 122/1000 148/148 [==============================] - 0s 68us/step - loss: 64171.6617 - mean_absolute_error: 213.8215 - val_loss: 113343.1906 - val_mean_absolute_error: 314.4071 Epoch 123/1000 148/148 [==============================] - 0s 61us/step - loss: 64136.8250 - mean_absolute_error: 213.7477 - val_loss: 113277.8394 - val_mean_absolute_error: 314.3095 Epoch 124/1000 148/148 [==============================] - 0s 81us/step - loss: 64094.7230 - mean_absolute_error: 213.6738 - val_loss: 113221.3625 - val_mean_absolute_error: 314.2252 Epoch 125/1000 148/148 [==============================] - 0s 68us/step - loss: 64057.5105 - mean_absolute_error: 213.6001 - val_loss: 113164.0819 - val_mean_absolute_error: 314.1404 Epoch 126/1000 148/148 [==============================] - 0s 68us/step - loss: 64020.0197 - mean_absolute_error: 213.5447 - val_loss: 113106.1250 - val_mean_absolute_error: 314.0545 Epoch 127/1000 148/148 [==============================] - 0s 61us/step - loss: 63980.4198 - mean_absolute_error: 213.4818 - val_loss: 113045.9900 - val_mean_absolute_error: 313.9656 Epoch 128/1000 148/148 [==============================] - 0s 74us/step - loss: 63939.0773 - mean_absolute_error: 213.4294 - val_loss: 112987.1456 - val_mean_absolute_error: 313.8779 Epoch 129/1000 148/148 [==============================] - 0s 74us/step - loss: 63900.7363 - mean_absolute_error: 213.3586 - val_loss: 112924.5838 - val_mean_absolute_error: 313.7849 Epoch 130/1000 148/148 [==============================] - 0s 74us/step - loss: 63859.5134 - mean_absolute_error: 213.2972 - val_loss: 112872.7363 - val_mean_absolute_error: 313.7077 Epoch 131/1000 148/148 [==============================] - 0s 61us/step - loss: 63824.3397 - mean_absolute_error: 213.2335 - val_loss: 112812.8300 - val_mean_absolute_error: 313.6181 Epoch 132/1000 148/148 [==============================] - 0s 74us/step - loss: 63784.8466 - mean_absolute_error: 213.1528 - val_loss: 112756.1487 - val_mean_absolute_error: 313.5339 Epoch 133/1000 148/148 [==============================] - 0s 68us/step - loss: 63746.4071 - mean_absolute_error: 213.0964 - val_loss: 112694.4131 - val_mean_absolute_error: 313.4417 Epoch 134/1000 148/148 [==============================] - 0s 61us/step - loss: 63706.4058 - mean_absolute_error: 213.0149 - val_loss: 112631.7038 - val_mean_absolute_error: 313.3483 Epoch 135/1000 148/148 [==============================] - 0s 81us/step - loss: 63666.4556 - mean_absolute_error: 212.9312 - val_loss: 112576.5538 - val_mean_absolute_error: 313.2653 Epoch 136/1000 148/148 [==============================] - 0s 61us/step - loss: 63629.1514 - mean_absolute_error: 212.8548 - val_loss: 112521.1875 - val_mean_absolute_error: 313.1832 Epoch 137/1000 148/148 [==============================] - 0s 74us/step - loss: 63592.1135 - mean_absolute_error: 212.7995 - val_loss: 112462.5287 - val_mean_absolute_error: 313.0956 Epoch 138/1000 148/148 [==============================] - 0s 74us/step - loss: 63553.6680 - mean_absolute_error: 212.7239 - val_loss: 112398.5163 - val_mean_absolute_error: 313.0001 Epoch 139/1000 148/148 [==============================] - 0s 61us/step - loss: 63511.3791 - mean_absolute_error: 212.6517 - val_loss: 112337.9219 - val_mean_absolute_error: 312.9096 Epoch 140/1000 148/148 [==============================] - 0s 68us/step - loss: 63472.1950 - mean_absolute_error: 212.5743 - val_loss: 112278.4312 - val_mean_absolute_error: 312.8211 Epoch 141/1000 148/148 [==============================] - 0s 61us/step - loss: 63432.4435 - mean_absolute_error: 212.5415 - val_loss: 112226.8244 - val_mean_absolute_error: 312.7437 Epoch 142/1000 148/148 [==============================] - 0s 68us/step - loss: 63398.2346 - mean_absolute_error: 212.4588 - val_loss: 112170.5425 - val_mean_absolute_error: 312.6601 Epoch 143/1000 148/148 [==============================] - 0s 74us/step - loss: 63359.8299 - mean_absolute_error: 212.4235 - val_loss: 112110.1888 - val_mean_absolute_error: 312.5698 Epoch 144/1000 148/148 [==============================] - 0s 74us/step - loss: 63320.2194 - mean_absolute_error: 212.3665 - val_loss: 112049.9731 - val_mean_absolute_error: 312.4795 Epoch 145/1000 148/148 [==============================] - 0s 81us/step - loss: 63280.7208 - mean_absolute_error: 212.2845 - val_loss: 111991.3106 - val_mean_absolute_error: 312.3914 Epoch 146/1000 148/148 [==============================] - 0s 61us/step - loss: 63242.5239 - mean_absolute_error: 212.2079 - val_loss: 111931.8606 - val_mean_absolute_error: 312.3020 Epoch 147/1000 148/148 [==============================] - 0s 74us/step - loss: 63203.8158 - mean_absolute_error: 212.1402 - val_loss: 111881.9662 - val_mean_absolute_error: 312.2274 Epoch 148/1000 148/148 [==============================] - 0s 68us/step - loss: 63171.3847 - mean_absolute_error: 212.0732 - val_loss: 111819.7900 - val_mean_absolute_error: 312.1341 Epoch 149/1000 148/148 [==============================] - 0s 74us/step - loss: 63130.3016 - mean_absolute_error: 211.9892 - val_loss: 111757.0825 - val_mean_absolute_error: 312.0404 Epoch 150/1000 148/148 [==============================] - 0s 68us/step - loss: 63089.4461 - mean_absolute_error: 211.9234 - val_loss: 111694.7106 - val_mean_absolute_error: 311.9466 Epoch 151/1000 148/148 [==============================] - 0s 68us/step - loss: 63048.9331 - mean_absolute_error: 211.8420 - val_loss: 111643.4825 - val_mean_absolute_error: 311.8700 Epoch 152/1000 148/148 [==============================] - 0s 68us/step - loss: 63012.9545 - mean_absolute_error: 211.8259 - val_loss: 111587.4481 - val_mean_absolute_error: 311.7859 Epoch 153/1000 148/148 [==============================] - 0s 68us/step - loss: 62976.1155 - mean_absolute_error: 211.7581 - val_loss: 111534.2363 - val_mean_absolute_error: 311.7068 Epoch 154/1000 148/148 [==============================] - 0s 68us/step - loss: 62939.3942 - mean_absolute_error: 211.7356 - val_loss: 111475.4881 - val_mean_absolute_error: 311.6198 Epoch 155/1000 148/148 [==============================] - 0s 74us/step - loss: 62900.6329 - mean_absolute_error: 211.6864 - val_loss: 111419.8100 - val_mean_absolute_error: 311.5375 Epoch 156/1000 148/148 [==============================] - 0s 68us/step - loss: 62864.3542 - mean_absolute_error: 211.6185 - val_loss: 111359.7894 - val_mean_absolute_error: 311.4486 Epoch 157/1000 148/148 [==============================] - 0s 74us/step - loss: 62825.0872 - mean_absolute_error: 211.5583 - val_loss: 111299.6044 - val_mean_absolute_error: 311.3594 Epoch 158/1000 148/148 [==============================] - 0s 74us/step - loss: 62785.8178 - mean_absolute_error: 211.4842 - val_loss: 111240.5906 - val_mean_absolute_error: 311.2722 Epoch 159/1000 148/148 [==============================] - 0s 95us/step - loss: 62747.3102 - mean_absolute_error: 211.4089 - val_loss: 111184.8944 - val_mean_absolute_error: 311.1911 Epoch 160/1000 148/148 [==============================] - 0s 88us/step - loss: 62710.4634 - mean_absolute_error: 211.3487 - val_loss: 111129.5556 - val_mean_absolute_error: 311.1107 Epoch 161/1000 148/148 [==============================] - 0s 74us/step - loss: 62674.1932 - mean_absolute_error: 211.2766 - val_loss: 111066.5875 - val_mean_absolute_error: 311.0184 Epoch 162/1000 148/148 [==============================] - 0s 74us/step - loss: 62633.3758 - mean_absolute_error: 211.2115 - val_loss: 111012.4212 - val_mean_absolute_error: 310.9392 Epoch 163/1000 148/148 [==============================] - 0s 74us/step - loss: 62597.7091 - mean_absolute_error: 211.1656 - val_loss: 110957.1394 - val_mean_absolute_error: 310.8586 Epoch 164/1000 148/148 [==============================] - 0s 68us/step - loss: 62561.7830 - mean_absolute_error: 211.1174 - val_loss: 110899.0594 - val_mean_absolute_error: 310.7740 Epoch 165/1000 148/148 [==============================] - 0s 81us/step - loss: 62522.6546 - mean_absolute_error: 211.0286 - val_loss: 110839.7863 - val_mean_absolute_error: 310.6888 Epoch 166/1000 148/148 [==============================] - 0s 81us/step - loss: 62482.3587 - mean_absolute_error: 210.9969 - val_loss: 110778.3081 - val_mean_absolute_error: 310.5988 Epoch 167/1000 148/148 [==============================] - 0s 68us/step - loss: 62442.4055 - mean_absolute_error: 210.9233 - val_loss: 110719.5756 - val_mean_absolute_error: 310.5126 Epoch 168/1000 148/148 [==============================] - 0s 68us/step - loss: 62404.3288 - mean_absolute_error: 210.8628 - val_loss: 110666.2375 - val_mean_absolute_error: 310.4336 Epoch 169/1000 148/148 [==============================] - 0s 74us/step - loss: 62369.8434 - mean_absolute_error: 210.7889 - val_loss: 110605.1913 - val_mean_absolute_error: 310.3442 Epoch 170/1000 148/148 [==============================] - 0s 74us/step - loss: 62329.6188 - mean_absolute_error: 210.7378 - val_loss: 110553.1344 - val_mean_absolute_error: 310.2683 Epoch 171/1000 148/148 [==============================] - 0s 68us/step - loss: 62294.3007 - mean_absolute_error: 210.6858 - val_loss: 110499.1456 - val_mean_absolute_error: 310.1886 Epoch 172/1000 148/148 [==============================] - 0s 68us/step - loss: 62259.4155 - mean_absolute_error: 210.6007 - val_loss: 110439.6237 - val_mean_absolute_error: 310.1014 Epoch 173/1000 148/148 [==============================] - 0s 68us/step - loss: 62220.6994 - mean_absolute_error: 210.5260 - val_loss: 110378.3163 - val_mean_absolute_error: 310.0118 Epoch 174/1000 148/148 [==============================] - 0s 74us/step - loss: 62180.3804 - mean_absolute_error: 210.4592 - val_loss: 110317.2325 - val_mean_absolute_error: 309.9223 Epoch 175/1000 148/148 [==============================] - 0s 81us/step - loss: 62141.2484 - mean_absolute_error: 210.3953 - val_loss: 110258.7625 - val_mean_absolute_error: 309.8365 Epoch 176/1000 148/148 [==============================] - 0s 68us/step - loss: 62102.2631 - mean_absolute_error: 210.3262 - val_loss: 110200.8431 - val_mean_absolute_error: 309.7518 Epoch 177/1000 148/148 [==============================] - 0s 68us/step - loss: 62065.2608 - mean_absolute_error: 210.2500 - val_loss: 110138.9113 - val_mean_absolute_error: 309.6611 Epoch 178/1000 148/148 [==============================] - 0s 74us/step - loss: 62024.4099 - mean_absolute_error: 210.1907 - val_loss: 110082.6900 - val_mean_absolute_error: 309.5804 Epoch 179/1000 148/148 [==============================] - 0s 81us/step - loss: 61986.1713 - mean_absolute_error: 210.1679 - val_loss: 110024.2550 - val_mean_absolute_error: 309.4948 Epoch 180/1000 148/148 [==============================] - 0s 68us/step - loss: 61947.9892 - mean_absolute_error: 210.0985 - val_loss: 109966.1662 - val_mean_absolute_error: 309.4097 Epoch 181/1000 148/148 [==============================] - 0s 68us/step - loss: 61910.3125 - mean_absolute_error: 210.0342 - val_loss: 109908.3525 - val_mean_absolute_error: 309.3250 Epoch 182/1000 148/148 [==============================] - 0s 61us/step - loss: 61872.9685 - mean_absolute_error: 209.9741 - val_loss: 109857.0750 - val_mean_absolute_error: 309.2515 Epoch 183/1000 148/148 [==============================] - 0s 61us/step - loss: 61836.5631 - mean_absolute_error: 209.9394 - val_loss: 109798.1550 - val_mean_absolute_error: 309.1649 Epoch 184/1000 148/148 [==============================] - 0s 68us/step - loss: 61799.1499 - mean_absolute_error: 209.8601 - val_loss: 109747.0056 - val_mean_absolute_error: 309.0897 Epoch 185/1000 148/148 [==============================] - 0s 68us/step - loss: 61764.6371 - mean_absolute_error: 209.7913 - val_loss: 109691.2944 - val_mean_absolute_error: 309.0080 Epoch 186/1000 148/148 [==============================] - 0s 61us/step - loss: 61728.4634 - mean_absolute_error: 209.7114 - val_loss: 109631.4575 - val_mean_absolute_error: 308.9195 Epoch 187/1000 148/148 [==============================] - 0s 68us/step - loss: 61689.8217 - mean_absolute_error: 209.6505 - val_loss: 109576.6888 - val_mean_absolute_error: 308.8383 Epoch 188/1000 148/148 [==============================] - 0s 74us/step - loss: 61653.0898 - mean_absolute_error: 209.5706 - val_loss: 109511.4713 - val_mean_absolute_error: 308.7421 Epoch 189/1000 148/148 [==============================] - 0s 68us/step - loss: 61611.5225 - mean_absolute_error: 209.4844 - val_loss: 109458.0819 - val_mean_absolute_error: 308.6631 Epoch 190/1000 148/148 [==============================] - 0s 68us/step - loss: 61576.5500 - mean_absolute_error: 209.4116 - val_loss: 109395.5019 - val_mean_absolute_error: 308.5708 Epoch 191/1000 148/148 [==============================] - 0s 74us/step - loss: 61538.2102 - mean_absolute_error: 209.3407 - val_loss: 109335.5731 - val_mean_absolute_error: 308.4826 Epoch 192/1000 148/148 [==============================] - 0s 68us/step - loss: 61497.9550 - mean_absolute_error: 209.2830 - val_loss: 109281.0244 - val_mean_absolute_error: 308.4016 Epoch 193/1000 148/148 [==============================] - 0s 68us/step - loss: 61461.8290 - mean_absolute_error: 209.1899 - val_loss: 109227.8475 - val_mean_absolute_error: 308.3241 Epoch 194/1000 148/148 [==============================] - 0s 68us/step - loss: 61426.2595 - mean_absolute_error: 209.1560 - val_loss: 109173.9187 - val_mean_absolute_error: 308.2460 Epoch 195/1000 148/148 [==============================] - 0s 68us/step - loss: 61390.1160 - mean_absolute_error: 209.1456 - val_loss: 109118.7881 - val_mean_absolute_error: 308.1647 Epoch 196/1000 148/148 [==============================] - 0s 61us/step - loss: 61353.6872 - mean_absolute_error: 209.0833 - val_loss: 109065.6237 - val_mean_absolute_error: 308.0867 Epoch 197/1000 148/148 [==============================] - 0s 74us/step - loss: 61319.1264 - mean_absolute_error: 209.0213 - val_loss: 109006.2406 - val_mean_absolute_error: 308.0004 Epoch 198/1000 148/148 [==============================] - 0s 81us/step - loss: 61279.2403 - mean_absolute_error: 208.9874 - val_loss: 108952.2656 - val_mean_absolute_error: 307.9213 Epoch 199/1000 148/148 [==============================] - 0s 68us/step - loss: 61243.6094 - mean_absolute_error: 208.9339 - val_loss: 108893.4175 - val_mean_absolute_error: 307.8341 Epoch 200/1000 148/148 [==============================] - 0s 74us/step - loss: 61205.2896 - mean_absolute_error: 208.8560 - val_loss: 108837.8600 - val_mean_absolute_error: 307.7518 Epoch 201/1000 148/148 [==============================] - 0s 74us/step - loss: 61168.7155 - mean_absolute_error: 208.7936 - val_loss: 108781.2956 - val_mean_absolute_error: 307.6683 Epoch 202/1000 148/148 [==============================] - 0s 81us/step - loss: 61131.8639 - mean_absolute_error: 208.7167 - val_loss: 108727.9356 - val_mean_absolute_error: 307.5894 Epoch 203/1000 148/148 [==============================] - 0s 74us/step - loss: 61096.9766 - mean_absolute_error: 208.6666 - val_loss: 108674.2019 - val_mean_absolute_error: 307.5104 Epoch 204/1000 148/148 [==============================] - 0s 74us/step - loss: 61061.5361 - mean_absolute_error: 208.6223 - val_loss: 108613.5519 - val_mean_absolute_error: 307.4205 Epoch 205/1000 148/148 [==============================] - 0s 68us/step - loss: 61022.0034 - mean_absolute_error: 208.5421 - val_loss: 108556.8488 - val_mean_absolute_error: 307.3367 Epoch 206/1000 148/148 [==============================] - 0s 81us/step - loss: 60985.0911 - mean_absolute_error: 208.4778 - val_loss: 108495.6163 - val_mean_absolute_error: 307.2453 Epoch 207/1000 148/148 [==============================] - 0s 68us/step - loss: 60946.0183 - mean_absolute_error: 208.4029 - val_loss: 108434.6000 - val_mean_absolute_error: 307.1550 Epoch 208/1000 148/148 [==============================] - 0s 81us/step - loss: 60906.0749 - mean_absolute_error: 208.3445 - val_loss: 108378.2356 - val_mean_absolute_error: 307.0720 Epoch 209/1000 148/148 [==============================] - 0s 68us/step - loss: 60868.4655 - mean_absolute_error: 208.3169 - val_loss: 108324.7850 - val_mean_absolute_error: 306.9926 Epoch 210/1000 148/148 [==============================] - 0s 68us/step - loss: 60834.0575 - mean_absolute_error: 208.2358 - val_loss: 108269.6469 - val_mean_absolute_error: 306.9124 Epoch 211/1000 148/148 [==============================] - 0s 74us/step - loss: 60796.4806 - mean_absolute_error: 208.2192 - val_loss: 108212.7625 - val_mean_absolute_error: 306.8279 Epoch 212/1000 148/148 [==============================] - 0s 88us/step - loss: 60759.8003 - mean_absolute_error: 208.1618 - val_loss: 108161.8881 - val_mean_absolute_error: 306.7523 Epoch 213/1000 148/148 [==============================] - 0s 88us/step - loss: 60726.7962 - mean_absolute_error: 208.0846 - val_loss: 108100.2250 - val_mean_absolute_error: 306.6606 Epoch 214/1000 148/148 [==============================] - 0s 74us/step - loss: 60687.2021 - mean_absolute_error: 208.0041 - val_loss: 108041.4469 - val_mean_absolute_error: 306.5744 Epoch 215/1000 148/148 [==============================] - 0s 81us/step - loss: 60648.0759 - mean_absolute_error: 207.9617 - val_loss: 107989.7256 - val_mean_absolute_error: 306.4965 Epoch 216/1000 148/148 [==============================] - 0s 95us/step - loss: 60614.5041 - mean_absolute_error: 207.8907 - val_loss: 107931.4975 - val_mean_absolute_error: 306.4097 Epoch 217/1000 148/148 [==============================] - 0s 88us/step - loss: 60576.7890 - mean_absolute_error: 207.8399 - val_loss: 107877.5594 - val_mean_absolute_error: 306.3299 Epoch 218/1000 148/148 [==============================] - 0s 88us/step - loss: 60540.7322 - mean_absolute_error: 207.7746 - val_loss: 107820.0737 - val_mean_absolute_error: 306.2441 Epoch 219/1000 148/148 [==============================] - 0s 108us/step - loss: 60503.1763 - mean_absolute_error: 207.6905 - val_loss: 107757.4081 - val_mean_absolute_error: 306.1508 Epoch 220/1000 148/148 [==============================] - 0s 95us/step - loss: 60464.1605 - mean_absolute_error: 207.6134 - val_loss: 107707.5419 - val_mean_absolute_error: 306.0779 Epoch 221/1000 148/148 [==============================] - 0s 95us/step - loss: 60429.5644 - mean_absolute_error: 207.6123 - val_loss: 107648.9425 - val_mean_absolute_error: 305.9904 Epoch 222/1000 148/148 [==============================] - 0s 88us/step - loss: 60391.7861 - mean_absolute_error: 207.5493 - val_loss: 107591.6756 - val_mean_absolute_error: 305.9053 Epoch 223/1000 148/148 [==============================] - 0s 74us/step - loss: 60354.3878 - mean_absolute_error: 207.4769 - val_loss: 107535.6925 - val_mean_absolute_error: 305.8213 Epoch 224/1000 148/148 [==============================] - 0s 95us/step - loss: 60318.5084 - mean_absolute_error: 207.4142 - val_loss: 107486.3212 - val_mean_absolute_error: 305.7474 Epoch 225/1000 148/148 [==============================] - 0s 88us/step - loss: 60286.4083 - mean_absolute_error: 207.3292 - val_loss: 107430.4950 - val_mean_absolute_error: 305.6635 Epoch 226/1000 148/148 [==============================] - 0s 95us/step - loss: 60250.1253 - mean_absolute_error: 207.2387 - val_loss: 107380.8175 - val_mean_absolute_error: 305.5892 Epoch 227/1000 148/148 [==============================] - 0s 88us/step - loss: 60217.6911 - mean_absolute_error: 207.1728 - val_loss: 107319.5394 - val_mean_absolute_error: 305.4980 Epoch 228/1000 148/148 [==============================] - 0s 74us/step - loss: 60178.9123 - mean_absolute_error: 207.0935 - val_loss: 107255.0087 - val_mean_absolute_error: 305.4016 Epoch 229/1000 148/148 [==============================] - 0s 95us/step - loss: 60138.2570 - mean_absolute_error: 207.0468 - val_loss: 107202.0769 - val_mean_absolute_error: 305.3229 Epoch 230/1000 148/148 [==============================] - 0s 95us/step - loss: 60104.0127 - mean_absolute_error: 206.9570 - val_loss: 107148.1050 - val_mean_absolute_error: 305.2423 Epoch 231/1000 148/148 [==============================] - 0s 128us/step - loss: 60067.6249 - mean_absolute_error: 206.8820 - val_loss: 107091.8925 - val_mean_absolute_error: 305.1583 Epoch 232/1000 148/148 [==============================] - 0s 115us/step - loss: 60031.6416 - mean_absolute_error: 206.8230 - val_loss: 107030.6719 - val_mean_absolute_error: 305.0668 Epoch 233/1000 148/148 [==============================] - 0s 101us/step - loss: 59991.6702 - mean_absolute_error: 206.7379 - val_loss: 106979.4550 - val_mean_absolute_error: 304.9906 Epoch 234/1000 148/148 [==============================] - 0s 88us/step - loss: 59956.7781 - mean_absolute_error: 206.7086 - val_loss: 106927.5375 - val_mean_absolute_error: 304.9124 Epoch 235/1000 148/148 [==============================] - 0s 81us/step - loss: 59923.2603 - mean_absolute_error: 206.6348 - val_loss: 106871.8862 - val_mean_absolute_error: 304.8296 Epoch 236/1000 148/148 [==============================] - 0s 61us/step - loss: 59886.7110 - mean_absolute_error: 206.5840 - val_loss: 106814.5325 - val_mean_absolute_error: 304.7441 Epoch 237/1000 148/148 [==============================] - 0s 81us/step - loss: 59849.6890 - mean_absolute_error: 206.5206 - val_loss: 106755.1281 - val_mean_absolute_error: 304.6554 Epoch 238/1000 148/148 [==============================] - 0s 68us/step - loss: 59811.2141 - mean_absolute_error: 206.4597 - val_loss: 106693.7737 - val_mean_absolute_error: 304.5636 Epoch 239/1000 148/148 [==============================] - 0s 61us/step - loss: 59771.9408 - mean_absolute_error: 206.4074 - val_loss: 106649.9725 - val_mean_absolute_error: 304.4968 Epoch 240/1000 148/148 [==============================] - 0s 68us/step - loss: 59743.7086 - mean_absolute_error: 206.3230 - val_loss: 106596.4419 - val_mean_absolute_error: 304.4160 Epoch 241/1000 148/148 [==============================] - 0s 81us/step - loss: 59709.1171 - mean_absolute_error: 206.2323 - val_loss: 106540.9206 - val_mean_absolute_error: 304.3331 Epoch 242/1000 148/148 [==============================] - 0s 61us/step - loss: 59672.0657 - mean_absolute_error: 206.1907 - val_loss: 106493.2812 - val_mean_absolute_error: 304.2621 Epoch 243/1000 148/148 [==============================] - 0s 68us/step - loss: 59639.9988 - mean_absolute_error: 206.1252 - val_loss: 106435.7944 - val_mean_absolute_error: 304.1773 Epoch 244/1000 148/148 [==============================] - 0s 61us/step - loss: 59601.3077 - mean_absolute_error: 206.0993 - val_loss: 106375.3325 - val_mean_absolute_error: 304.0867 Epoch 245/1000 148/148 [==============================] - 0s 68us/step - loss: 59563.0234 - mean_absolute_error: 206.0443 - val_loss: 106319.6344 - val_mean_absolute_error: 304.0026 Epoch 246/1000 148/148 [==============================] - 0s 68us/step - loss: 59526.7542 - mean_absolute_error: 205.9624 - val_loss: 106261.3831 - val_mean_absolute_error: 303.9152 Epoch 247/1000 148/148 [==============================] - 0s 61us/step - loss: 59489.7300 - mean_absolute_error: 205.8854 - val_loss: 106204.5494 - val_mean_absolute_error: 303.8300 Epoch 248/1000 148/148 [==============================] - 0s 74us/step - loss: 59452.8200 - mean_absolute_error: 205.8231 - val_loss: 106148.2200 - val_mean_absolute_error: 303.7459 Epoch 249/1000 148/148 [==============================] - 0s 68us/step - loss: 59416.8762 - mean_absolute_error: 205.7758 - val_loss: 106097.0181 - val_mean_absolute_error: 303.6708 Epoch 250/1000 148/148 [==============================] - 0s 74us/step - loss: 59381.4444 - mean_absolute_error: 205.7422 - val_loss: 106043.0369 - val_mean_absolute_error: 303.5898 Epoch 251/1000 148/148 [==============================] - 0s 74us/step - loss: 59346.3582 - mean_absolute_error: 205.6760 - val_loss: 105984.8156 - val_mean_absolute_error: 303.5037 Epoch 252/1000 148/148 [==============================] - 0s 68us/step - loss: 59308.1541 - mean_absolute_error: 205.6544 - val_loss: 105930.3338 - val_mean_absolute_error: 303.4215 Epoch 253/1000 148/148 [==============================] - 0s 68us/step - loss: 59272.3592 - mean_absolute_error: 205.5795 - val_loss: 105871.6169 - val_mean_absolute_error: 303.3339 Epoch 254/1000 148/148 [==============================] - 0s 74us/step - loss: 59234.6384 - mean_absolute_error: 205.5444 - val_loss: 105813.5606 - val_mean_absolute_error: 303.2466 Epoch 255/1000 148/148 [==============================] - 0s 61us/step - loss: 59198.0446 - mean_absolute_error: 205.4812 - val_loss: 105761.6931 - val_mean_absolute_error: 303.1685 Epoch 256/1000 148/148 [==============================] - 0s 74us/step - loss: 59163.7946 - mean_absolute_error: 205.4193 - val_loss: 105703.3412 - val_mean_absolute_error: 303.0819 Epoch 257/1000 148/148 [==============================] - 0s 68us/step - loss: 59126.1450 - mean_absolute_error: 205.3999 - val_loss: 105646.1619 - val_mean_absolute_error: 302.9969 Epoch 258/1000 148/148 [==============================] - 0s 61us/step - loss: 59089.2981 - mean_absolute_error: 205.3742 - val_loss: 105587.0244 - val_mean_absolute_error: 302.9076 Epoch 259/1000 148/148 [==============================] - 0s 74us/step - loss: 59051.7138 - mean_absolute_error: 205.3114 - val_loss: 105537.3944 - val_mean_absolute_error: 302.8329 Epoch 260/1000 148/148 [==============================] - 0s 61us/step - loss: 59018.8255 - mean_absolute_error: 205.2404 - val_loss: 105482.0522 - val_mean_absolute_error: 302.7503 Epoch 261/1000 148/148 [==============================] - 0s 68us/step - loss: 58983.1227 - mean_absolute_error: 205.2089 - val_loss: 105428.7916 - val_mean_absolute_error: 302.6701 Epoch 262/1000 148/148 [==============================] - 0s 74us/step - loss: 58948.1473 - mean_absolute_error: 205.1430 - val_loss: 105374.2366 - val_mean_absolute_error: 302.5875 Epoch 263/1000 148/148 [==============================] - 0s 68us/step - loss: 58912.1881 - mean_absolute_error: 205.0557 - val_loss: 105316.9647 - val_mean_absolute_error: 302.5021 Epoch 264/1000 148/148 [==============================] - 0s 61us/step - loss: 58875.5282 - mean_absolute_error: 205.0267 - val_loss: 105261.1800 - val_mean_absolute_error: 302.4179 Epoch 265/1000 148/148 [==============================] - 0s 74us/step - loss: 58839.3183 - mean_absolute_error: 204.9594 - val_loss: 105204.4378 - val_mean_absolute_error: 302.3321 Epoch 266/1000 148/148 [==============================] - 0s 74us/step - loss: 58802.7317 - mean_absolute_error: 204.8979 - val_loss: 105151.5191 - val_mean_absolute_error: 302.2523 Epoch 267/1000 148/148 [==============================] - 0s 68us/step - loss: 58768.0261 - mean_absolute_error: 204.8309 - val_loss: 105096.0997 - val_mean_absolute_error: 302.1682 Epoch 268/1000 148/148 [==============================] - 0s 61us/step - loss: 58732.2618 - mean_absolute_error: 204.7611 - val_loss: 105040.6556 - val_mean_absolute_error: 302.0847 Epoch 269/1000 148/148 [==============================] - 0s 68us/step - loss: 58695.7588 - mean_absolute_error: 204.6984 - val_loss: 104986.0434 - val_mean_absolute_error: 302.0025 Epoch 270/1000 148/148 [==============================] - 0s 74us/step - loss: 58660.2116 - mean_absolute_error: 204.6527 - val_loss: 104930.5941 - val_mean_absolute_error: 301.9199 Epoch 271/1000 148/148 [==============================] - 0s 68us/step - loss: 58623.3587 - mean_absolute_error: 204.6142 - val_loss: 104872.1788 - val_mean_absolute_error: 301.8312 Epoch 272/1000 148/148 [==============================] - 0s 88us/step - loss: 58586.3817 - mean_absolute_error: 204.5432 - val_loss: 104815.9647 - val_mean_absolute_error: 301.7461 Epoch 273/1000 148/148 [==============================] - 0s 68us/step - loss: 58549.9525 - mean_absolute_error: 204.4691 - val_loss: 104761.8497 - val_mean_absolute_error: 301.6639 Epoch 274/1000 148/148 [==============================] - 0s 61us/step - loss: 58514.4004 - mean_absolute_error: 204.3847 - val_loss: 104707.5794 - val_mean_absolute_error: 301.5809 Epoch 275/1000 148/148 [==============================] - 0s 68us/step - loss: 58480.0834 - mean_absolute_error: 204.2767 - val_loss: 104657.2309 - val_mean_absolute_error: 301.5038 Epoch 276/1000 148/148 [==============================] - 0s 68us/step - loss: 58446.2154 - mean_absolute_error: 204.2004 - val_loss: 104593.9997 - val_mean_absolute_error: 301.4079 Epoch 277/1000 148/148 [==============================] - 0s 61us/step - loss: 58406.8318 - mean_absolute_error: 204.1468 - val_loss: 104543.1991 - val_mean_absolute_error: 301.3306 Epoch 278/1000 148/148 [==============================] - 0s 74us/step - loss: 58372.8729 - mean_absolute_error: 204.0670 - val_loss: 104487.5875 - val_mean_absolute_error: 301.2454 Epoch 279/1000 148/148 [==============================] - 0s 74us/step - loss: 58336.7376 - mean_absolute_error: 203.9582 - val_loss: 104427.6784 - val_mean_absolute_error: 301.1545 Epoch 280/1000 148/148 [==============================] - 0s 68us/step - loss: 58299.6374 - mean_absolute_error: 203.8978 - val_loss: 104373.2681 - val_mean_absolute_error: 301.0719 Epoch 281/1000 148/148 [==============================] - 0s 74us/step - loss: 58263.2455 - mean_absolute_error: 203.8253 - val_loss: 104317.9291 - val_mean_absolute_error: 300.9883 Epoch 282/1000 148/148 [==============================] - 0s 68us/step - loss: 58227.3539 - mean_absolute_error: 203.7649 - val_loss: 104263.3016 - val_mean_absolute_error: 300.9053 Epoch 283/1000 148/148 [==============================] - 0s 68us/step - loss: 58192.0194 - mean_absolute_error: 203.7046 - val_loss: 104212.8541 - val_mean_absolute_error: 300.8281 Epoch 284/1000 148/148 [==============================] - 0s 81us/step - loss: 58158.5031 - mean_absolute_error: 203.6105 - val_loss: 104157.7197 - val_mean_absolute_error: 300.7453 Epoch 285/1000 148/148 [==============================] - 0s 74us/step - loss: 58122.4161 - mean_absolute_error: 203.5682 - val_loss: 104099.6059 - val_mean_absolute_error: 300.6570 Epoch 286/1000 148/148 [==============================] - 0s 61us/step - loss: 58085.1094 - mean_absolute_error: 203.4905 - val_loss: 104047.8559 - val_mean_absolute_error: 300.5786 Epoch 287/1000 148/148 [==============================] - 0s 68us/step - loss: 58050.4463 - mean_absolute_error: 203.4513 - val_loss: 103998.0628 - val_mean_absolute_error: 300.5033 Epoch 288/1000 148/148 [==============================] - 0s 68us/step - loss: 58018.4089 - mean_absolute_error: 203.3823 - val_loss: 103948.7541 - val_mean_absolute_error: 300.4296 Epoch 289/1000 148/148 [==============================] - 0s 68us/step - loss: 57985.7896 - mean_absolute_error: 203.3708 - val_loss: 103896.0481 - val_mean_absolute_error: 300.3493 Epoch 290/1000 148/148 [==============================] - 0s 68us/step - loss: 57951.7723 - mean_absolute_error: 203.2983 - val_loss: 103837.1853 - val_mean_absolute_error: 300.2599 Epoch 291/1000 148/148 [==============================] - 0s 68us/step - loss: 57914.0218 - mean_absolute_error: 203.2246 - val_loss: 103784.0719 - val_mean_absolute_error: 300.1792 Epoch 292/1000 148/148 [==============================] - 0s 68us/step - loss: 57879.2979 - mean_absolute_error: 203.1884 - val_loss: 103726.1356 - val_mean_absolute_error: 300.0908 Epoch 293/1000 148/148 [==============================] - 0s 68us/step - loss: 57842.0318 - mean_absolute_error: 203.0900 - val_loss: 103674.3497 - val_mean_absolute_error: 300.0131 Epoch 294/1000 148/148 [==============================] - 0s 68us/step - loss: 57807.5878 - mean_absolute_error: 203.0730 - val_loss: 103620.7031 - val_mean_absolute_error: 299.9307 Epoch 295/1000 148/148 [==============================] - 0s 68us/step - loss: 57773.0977 - mean_absolute_error: 202.9937 - val_loss: 103566.5363 - val_mean_absolute_error: 299.8482 Epoch 296/1000 148/148 [==============================] - 0s 68us/step - loss: 57738.1658 - mean_absolute_error: 202.9313 - val_loss: 103507.0500 - val_mean_absolute_error: 299.7576 Epoch 297/1000 148/148 [==============================] - 0s 68us/step - loss: 57699.8935 - mean_absolute_error: 202.8459 - val_loss: 103445.1313 - val_mean_absolute_error: 299.6633 Epoch 298/1000 148/148 [==============================] - 0s 61us/step - loss: 57661.1303 - mean_absolute_error: 202.7776 - val_loss: 103390.9303 - val_mean_absolute_error: 299.5805 Epoch 299/1000 148/148 [==============================] - 0s 61us/step - loss: 57625.9148 - mean_absolute_error: 202.7134 - val_loss: 103341.5728 - val_mean_absolute_error: 299.5060 Epoch 300/1000 148/148 [==============================] - 0s 81us/step - loss: 57592.9766 - mean_absolute_error: 202.6760 - val_loss: 103288.9922 - val_mean_absolute_error: 299.4256 Epoch 301/1000 148/148 [==============================] - 0s 61us/step - loss: 57558.5992 - mean_absolute_error: 202.6171 - val_loss: 103237.2759 - val_mean_absolute_error: 299.3468 Epoch 302/1000 148/148 [==============================] - 0s 68us/step - loss: 57524.7231 - mean_absolute_error: 202.5425 - val_loss: 103178.5825 - val_mean_absolute_error: 299.2562 Epoch 303/1000 148/148 [==============================] - 0s 68us/step - loss: 57487.3368 - mean_absolute_error: 202.4451 - val_loss: 103120.3756 - val_mean_absolute_error: 299.1671 Epoch 304/1000 148/148 [==============================] - 0s 68us/step - loss: 57451.1130 - mean_absolute_error: 202.3800 - val_loss: 103064.8641 - val_mean_absolute_error: 299.0832 Epoch 305/1000 148/148 [==============================] - 0s 81us/step - loss: 57414.2524 - mean_absolute_error: 202.3452 - val_loss: 103014.8041 - val_mean_absolute_error: 299.0067 Epoch 306/1000 148/148 [==============================] - 0s 74us/step - loss: 57382.0381 - mean_absolute_error: 202.2987 - val_loss: 102960.7828 - val_mean_absolute_error: 298.9238 Epoch 307/1000 148/148 [==============================] - 0s 74us/step - loss: 57346.5928 - mean_absolute_error: 202.2245 - val_loss: 102905.4069 - val_mean_absolute_error: 298.8385 Epoch 308/1000 148/148 [==============================] - 0s 68us/step - loss: 57310.7614 - mean_absolute_error: 202.1452 - val_loss: 102850.4878 - val_mean_absolute_error: 298.7539 Epoch 309/1000 148/148 [==============================] - 0s 74us/step - loss: 57274.9440 - mean_absolute_error: 202.0495 - val_loss: 102792.5184 - val_mean_absolute_error: 298.6648 Epoch 310/1000 148/148 [==============================] - 0s 74us/step - loss: 57238.0586 - mean_absolute_error: 201.9691 - val_loss: 102738.8547 - val_mean_absolute_error: 298.5820 Epoch 311/1000 148/148 [==============================] - 0s 61us/step - loss: 57204.6916 - mean_absolute_error: 201.9074 - val_loss: 102682.4734 - val_mean_absolute_error: 298.4948 Epoch 312/1000 148/148 [==============================] - 0s 74us/step - loss: 57166.8164 - mean_absolute_error: 201.7994 - val_loss: 102626.3212 - val_mean_absolute_error: 298.4086 Epoch 313/1000 148/148 [==============================] - 0s 74us/step - loss: 57131.4961 - mean_absolute_error: 201.7393 - val_loss: 102572.1928 - val_mean_absolute_error: 298.3252 Epoch 314/1000 148/148 [==============================] - 0s 61us/step - loss: 57097.2494 - mean_absolute_error: 201.6607 - val_loss: 102519.8597 - val_mean_absolute_error: 298.2451 Epoch 315/1000 148/148 [==============================] - 0s 74us/step - loss: 57062.1056 - mean_absolute_error: 201.6119 - val_loss: 102463.0550 - val_mean_absolute_error: 298.1579 Epoch 316/1000 148/148 [==============================] - 0s 68us/step - loss: 57026.3274 - mean_absolute_error: 201.5273 - val_loss: 102405.1819 - val_mean_absolute_error: 298.0692 Epoch 317/1000 148/148 [==============================] - 0s 61us/step - loss: 56989.2880 - mean_absolute_error: 201.4884 - val_loss: 102352.0741 - val_mean_absolute_error: 297.9878 Epoch 318/1000 148/148 [==============================] - 0s 74us/step - loss: 56955.8584 - mean_absolute_error: 201.3972 - val_loss: 102300.4269 - val_mean_absolute_error: 297.9079 Epoch 319/1000 148/148 [==============================] - 0s 74us/step - loss: 56920.6340 - mean_absolute_error: 201.3195 - val_loss: 102244.7234 - val_mean_absolute_error: 297.8228 Epoch 320/1000 148/148 [==============================] - 0s 74us/step - loss: 56884.4314 - mean_absolute_error: 201.2541 - val_loss: 102190.8769 - val_mean_absolute_error: 297.7401 Epoch 321/1000 148/148 [==============================] - 0s 74us/step - loss: 56850.9187 - mean_absolute_error: 201.2403 - val_loss: 102136.6000 - val_mean_absolute_error: 297.6568 Epoch 322/1000 148/148 [==============================] - 0s 61us/step - loss: 56814.9208 - mean_absolute_error: 201.1493 - val_loss: 102086.8284 - val_mean_absolute_error: 297.5811 Epoch 323/1000 148/148 [==============================] - 0s 81us/step - loss: 56783.6528 - mean_absolute_error: 201.0572 - val_loss: 102026.0309 - val_mean_absolute_error: 297.4886 Epoch 324/1000 148/148 [==============================] - 0s 68us/step - loss: 56744.0590 - mean_absolute_error: 200.9863 - val_loss: 101972.8319 - val_mean_absolute_error: 297.4078 Epoch 325/1000 148/148 [==============================] - 0s 81us/step - loss: 56709.3900 - mean_absolute_error: 200.9292 - val_loss: 101921.1628 - val_mean_absolute_error: 297.3298 Epoch 326/1000 148/148 [==============================] - 0s 81us/step - loss: 56676.0698 - mean_absolute_error: 200.8846 - val_loss: 101862.1616 - val_mean_absolute_error: 297.2401 Epoch 327/1000 148/148 [==============================] - 0s 68us/step - loss: 56638.5404 - mean_absolute_error: 200.8210 - val_loss: 101808.4059 - val_mean_absolute_error: 297.1584 Epoch 328/1000 148/148 [==============================] - 0s 68us/step - loss: 56604.3202 - mean_absolute_error: 200.7700 - val_loss: 101758.9816 - val_mean_absolute_error: 297.0837 Epoch 329/1000 148/148 [==============================] - 0s 74us/step - loss: 56571.1849 - mean_absolute_error: 200.6809 - val_loss: 101707.6109 - val_mean_absolute_error: 297.0061 Epoch 330/1000 148/148 [==============================] - 0s 74us/step - loss: 56537.6942 - mean_absolute_error: 200.6388 - val_loss: 101648.3528 - val_mean_absolute_error: 296.9160 Epoch 331/1000 148/148 [==============================] - 0s 61us/step - loss: 56500.1776 - mean_absolute_error: 200.5716 - val_loss: 101596.1334 - val_mean_absolute_error: 296.8359 Epoch 332/1000 148/148 [==============================] - 0s 81us/step - loss: 56466.0084 - mean_absolute_error: 200.4824 - val_loss: 101541.9128 - val_mean_absolute_error: 296.7536 Epoch 333/1000 148/148 [==============================] - 0s 81us/step - loss: 56432.4644 - mean_absolute_error: 200.4189 - val_loss: 101485.8578 - val_mean_absolute_error: 296.6684 Epoch 334/1000 148/148 [==============================] - 0s 74us/step - loss: 56396.0095 - mean_absolute_error: 200.3416 - val_loss: 101430.0572 - val_mean_absolute_error: 296.5829 Epoch 335/1000 148/148 [==============================] - 0s 68us/step - loss: 56359.9389 - mean_absolute_error: 200.2584 - val_loss: 101375.3791 - val_mean_absolute_error: 296.4999 Epoch 336/1000 148/148 [==============================] - 0s 74us/step - loss: 56325.4444 - mean_absolute_error: 200.1629 - val_loss: 101327.4566 - val_mean_absolute_error: 296.4273 Epoch 337/1000 148/148 [==============================] - 0s 61us/step - loss: 56292.4974 - mean_absolute_error: 200.1446 - val_loss: 101269.4416 - val_mean_absolute_error: 296.3391 Epoch 338/1000 148/148 [==============================] - 0s 74us/step - loss: 56255.7070 - mean_absolute_error: 200.0784 - val_loss: 101219.5066 - val_mean_absolute_error: 296.2640 Epoch 339/1000 148/148 [==============================] - 0s 74us/step - loss: 56222.8341 - mean_absolute_error: 199.9838 - val_loss: 101168.5550 - val_mean_absolute_error: 296.1864 Epoch 340/1000 148/148 [==============================] - 0s 68us/step - loss: 56190.0576 - mean_absolute_error: 199.9337 - val_loss: 101114.9647 - val_mean_absolute_error: 296.1048 Epoch 341/1000 148/148 [==============================] - 0s 74us/step - loss: 56156.5013 - mean_absolute_error: 199.8439 - val_loss: 101063.8159 - val_mean_absolute_error: 296.0283 Epoch 342/1000 148/148 [==============================] - 0s 88us/step - loss: 56121.5398 - mean_absolute_error: 199.8204 - val_loss: 101001.3319 - val_mean_absolute_error: 295.9334 Epoch 343/1000 148/148 [==============================] - 0s 74us/step - loss: 56083.1273 - mean_absolute_error: 199.7452 - val_loss: 100945.9378 - val_mean_absolute_error: 295.8489 Epoch 344/1000 148/148 [==============================] - 0s 61us/step - loss: 56048.3163 - mean_absolute_error: 199.6998 - val_loss: 100903.6003 - val_mean_absolute_error: 295.7849 Epoch 345/1000 148/148 [==============================] - 0s 68us/step - loss: 56019.5954 - mean_absolute_error: 199.6004 - val_loss: 100848.0516 - val_mean_absolute_error: 295.7005 Epoch 346/1000 148/148 [==============================] - 0s 68us/step - loss: 55983.2833 - mean_absolute_error: 199.5567 - val_loss: 100795.5103 - val_mean_absolute_error: 295.6210 Epoch 347/1000 148/148 [==============================] - 0s 61us/step - loss: 55948.9769 - mean_absolute_error: 199.4747 - val_loss: 100738.2456 - val_mean_absolute_error: 295.5331 Epoch 348/1000 148/148 [==============================] - 0s 61us/step - loss: 55912.7431 - mean_absolute_error: 199.4341 - val_loss: 100685.8163 - val_mean_absolute_error: 295.4511 Epoch 349/1000 148/148 [==============================] - 0s 68us/step - loss: 55878.0491 - mean_absolute_error: 199.3840 - val_loss: 100635.6172 - val_mean_absolute_error: 295.3740 Epoch 350/1000 148/148 [==============================] - 0s 61us/step - loss: 55845.8596 - mean_absolute_error: 199.3178 - val_loss: 100581.5106 - val_mean_absolute_error: 295.2898 Epoch 351/1000 148/148 [==============================] - 0s 61us/step - loss: 55810.1133 - mean_absolute_error: 199.2646 - val_loss: 100528.3341 - val_mean_absolute_error: 295.2090 Epoch 352/1000 148/148 [==============================] - 0s 68us/step - loss: 55775.7641 - mean_absolute_error: 199.1644 - val_loss: 100469.0756 - val_mean_absolute_error: 295.1179 Epoch 353/1000 148/148 [==============================] - 0s 61us/step - loss: 55737.5925 - mean_absolute_error: 199.1343 - val_loss: 100423.7584 - val_mean_absolute_error: 295.0486 Epoch 354/1000 148/148 [==============================] - 0s 74us/step - loss: 55708.3505 - mean_absolute_error: 199.0831 - val_loss: 100366.4503 - val_mean_absolute_error: 294.9608 Epoch 355/1000 148/148 [==============================] - 0s 74us/step - loss: 55671.6370 - mean_absolute_error: 199.0225 - val_loss: 100316.0094 - val_mean_absolute_error: 294.8839 Epoch 356/1000 148/148 [==============================] - 0s 61us/step - loss: 55638.9683 - mean_absolute_error: 198.9766 - val_loss: 100265.0572 - val_mean_absolute_error: 294.8065 Epoch 357/1000 148/148 [==============================] - 0s 68us/step - loss: 55605.6835 - mean_absolute_error: 198.8862 - val_loss: 100213.8737 - val_mean_absolute_error: 294.7278 Epoch 358/1000 148/148 [==============================] - 0s 61us/step - loss: 55572.1574 - mean_absolute_error: 198.8268 - val_loss: 100158.2334 - val_mean_absolute_error: 294.6425 Epoch 359/1000 148/148 [==============================] - 0s 74us/step - loss: 55536.5210 - mean_absolute_error: 198.7606 - val_loss: 100096.8000 - val_mean_absolute_error: 294.5475 Epoch 360/1000 148/148 [==============================] - 0s 68us/step - loss: 55498.1815 - mean_absolute_error: 198.6779 - val_loss: 100043.2141 - val_mean_absolute_error: 294.4657 Epoch 361/1000 148/148 [==============================] - 0s 61us/step - loss: 55464.6923 - mean_absolute_error: 198.6262 - val_loss: 99994.9459 - val_mean_absolute_error: 294.3920 Epoch 362/1000 148/148 [==============================] - 0s 68us/step - loss: 55433.0690 - mean_absolute_error: 198.5397 - val_loss: 99938.6566 - val_mean_absolute_error: 294.3060 Epoch 363/1000 148/148 [==============================] - 0s 61us/step - loss: 55397.0936 - mean_absolute_error: 198.4735 - val_loss: 99889.2353 - val_mean_absolute_error: 294.2297 Epoch 364/1000 148/148 [==============================] - 0s 61us/step - loss: 55364.4663 - mean_absolute_error: 198.4147 - val_loss: 99840.9919 - val_mean_absolute_error: 294.1570 Epoch 365/1000 148/148 [==============================] - 0s 68us/step - loss: 55333.4538 - mean_absolute_error: 198.3227 - val_loss: 99788.2462 - val_mean_absolute_error: 294.0771 Epoch 366/1000 148/148 [==============================] - 0s 68us/step - loss: 55298.5696 - mean_absolute_error: 198.2707 - val_loss: 99731.2494 - val_mean_absolute_error: 293.9903 Epoch 367/1000 148/148 [==============================] - 0s 68us/step - loss: 55262.0154 - mean_absolute_error: 198.1890 - val_loss: 99677.1869 - val_mean_absolute_error: 293.9077 Epoch 368/1000 148/148 [==============================] - 0s 68us/step - loss: 55228.0790 - mean_absolute_error: 198.1265 - val_loss: 99623.4778 - val_mean_absolute_error: 293.8250 Epoch 369/1000 148/148 [==============================] - 0s 81us/step - loss: 55193.7874 - mean_absolute_error: 198.0661 - val_loss: 99570.9106 - val_mean_absolute_error: 293.7448 Epoch 370/1000 148/148 [==============================] - 0s 88us/step - loss: 55159.9296 - mean_absolute_error: 197.9670 - val_loss: 99515.2359 - val_mean_absolute_error: 293.6596 Epoch 371/1000 148/148 [==============================] - 0s 68us/step - loss: 55124.3586 - mean_absolute_error: 197.9185 - val_loss: 99462.1772 - val_mean_absolute_error: 293.5775 Epoch 372/1000 148/148 [==============================] - 0s 68us/step - loss: 55090.2120 - mean_absolute_error: 197.8226 - val_loss: 99407.2403 - val_mean_absolute_error: 293.4930 Epoch 373/1000 148/148 [==============================] - 0s 68us/step - loss: 55055.0061 - mean_absolute_error: 197.7780 - val_loss: 99350.3397 - val_mean_absolute_error: 293.4056 Epoch 374/1000 148/148 [==============================] - 0s 68us/step - loss: 55019.7400 - mean_absolute_error: 197.6619 - val_loss: 99299.9719 - val_mean_absolute_error: 293.3293 Epoch 375/1000 148/148 [==============================] - 0s 61us/step - loss: 54986.9238 - mean_absolute_error: 197.5876 - val_loss: 99246.9972 - val_mean_absolute_error: 293.2479 Epoch 376/1000 148/148 [==============================] - 0s 68us/step - loss: 54952.5097 - mean_absolute_error: 197.5370 - val_loss: 99198.8725 - val_mean_absolute_error: 293.1728 Epoch 377/1000 148/148 [==============================] - 0s 61us/step - loss: 54920.9371 - mean_absolute_error: 197.4602 - val_loss: 99146.9153 - val_mean_absolute_error: 293.0925 Epoch 378/1000 148/148 [==============================] - 0s 68us/step - loss: 54886.4914 - mean_absolute_error: 197.4336 - val_loss: 99089.3719 - val_mean_absolute_error: 293.0035 Epoch 379/1000 148/148 [==============================] - 0s 74us/step - loss: 54850.1408 - mean_absolute_error: 197.3618 - val_loss: 99036.3800 - val_mean_absolute_error: 292.9222 Epoch 380/1000 148/148 [==============================] - 0s 74us/step - loss: 54816.4952 - mean_absolute_error: 197.2882 - val_loss: 98981.0287 - val_mean_absolute_error: 292.8368 Epoch 381/1000 148/148 [==============================] - 0s 68us/step - loss: 54782.1424 - mean_absolute_error: 197.2088 - val_loss: 98924.6247 - val_mean_absolute_error: 292.7497 Epoch 382/1000 148/148 [==============================] - 0s 61us/step - loss: 54745.9003 - mean_absolute_error: 197.1244 - val_loss: 98875.3141 - val_mean_absolute_error: 292.6733 Epoch 383/1000 148/148 [==============================] - 0s 61us/step - loss: 54714.1200 - mean_absolute_error: 197.0917 - val_loss: 98824.9175 - val_mean_absolute_error: 292.5944 Epoch 384/1000 148/148 [==============================] - 0s 61us/step - loss: 54681.4291 - mean_absolute_error: 197.0067 - val_loss: 98769.6116 - val_mean_absolute_error: 292.5095 Epoch 385/1000 148/148 [==============================] - 0s 74us/step - loss: 54646.7747 - mean_absolute_error: 196.9755 - val_loss: 98711.5453 - val_mean_absolute_error: 292.4190 Epoch 386/1000 148/148 [==============================] - 0s 61us/step - loss: 54609.3208 - mean_absolute_error: 196.8896 - val_loss: 98655.8644 - val_mean_absolute_error: 292.3324 Epoch 387/1000 148/148 [==============================] - 0s 68us/step - loss: 54573.8992 - mean_absolute_error: 196.8305 - val_loss: 98607.3244 - val_mean_absolute_error: 292.2578 Epoch 388/1000 148/148 [==============================] - 0s 68us/step - loss: 54541.9339 - mean_absolute_error: 196.7931 - val_loss: 98553.4466 - val_mean_absolute_error: 292.1746 Epoch 389/1000 148/148 [==============================] - 0s 68us/step - loss: 54508.6810 - mean_absolute_error: 196.7449 - val_loss: 98504.7028 - val_mean_absolute_error: 292.0990 Epoch 390/1000 148/148 [==============================] - 0s 68us/step - loss: 54476.3882 - mean_absolute_error: 196.7216 - val_loss: 98453.8978 - val_mean_absolute_error: 292.0203 Epoch 391/1000 148/148 [==============================] - 0s 68us/step - loss: 54443.4714 - mean_absolute_error: 196.6452 - val_loss: 98397.6709 - val_mean_absolute_error: 291.9331 Epoch 392/1000 148/148 [==============================] - 0s 81us/step - loss: 54408.8559 - mean_absolute_error: 196.5822 - val_loss: 98347.7009 - val_mean_absolute_error: 291.8568 Epoch 393/1000 148/148 [==============================] - 0s 74us/step - loss: 54375.8568 - mean_absolute_error: 196.5078 - val_loss: 98297.7728 - val_mean_absolute_error: 291.7802 Epoch 394/1000 148/148 [==============================] - 0s 61us/step - loss: 54343.2455 - mean_absolute_error: 196.4659 - val_loss: 98244.0781 - val_mean_absolute_error: 291.6973 Epoch 395/1000 148/148 [==============================] - 0s 74us/step - loss: 54310.1982 - mean_absolute_error: 196.3901 - val_loss: 98193.5784 - val_mean_absolute_error: 291.6189 Epoch 396/1000 148/148 [==============================] - 0s 61us/step - loss: 54276.2305 - mean_absolute_error: 196.3798 - val_loss: 98139.3053 - val_mean_absolute_error: 291.5344 Epoch 397/1000 148/148 [==============================] - 0s 61us/step - loss: 54241.8356 - mean_absolute_error: 196.3118 - val_loss: 98084.6372 - val_mean_absolute_error: 291.4496 Epoch 398/1000 148/148 [==============================] - 0s 61us/step - loss: 54206.7043 - mean_absolute_error: 196.2398 - val_loss: 98030.2513 - val_mean_absolute_error: 291.3652 Epoch 399/1000 148/148 [==============================] - 0s 68us/step - loss: 54172.3136 - mean_absolute_error: 196.1737 - val_loss: 97971.7456 - val_mean_absolute_error: 291.2743 Epoch 400/1000 148/148 [==============================] - 0s 68us/step - loss: 54135.5197 - mean_absolute_error: 196.0976 - val_loss: 97922.6372 - val_mean_absolute_error: 291.1984 Epoch 401/1000 148/148 [==============================] - 0s 81us/step - loss: 54102.9984 - mean_absolute_error: 196.0542 - val_loss: 97867.7766 - val_mean_absolute_error: 291.1137 Epoch 402/1000 148/148 [==============================] - 0s 61us/step - loss: 54069.7923 - mean_absolute_error: 196.0118 - val_loss: 97811.6212 - val_mean_absolute_error: 291.0263 Epoch 403/1000 148/148 [==============================] - 0s 74us/step - loss: 54033.0349 - mean_absolute_error: 195.9485 - val_loss: 97763.2659 - val_mean_absolute_error: 290.9515 Epoch 404/1000 148/148 [==============================] - 0s 68us/step - loss: 54001.6185 - mean_absolute_error: 195.8445 - val_loss: 97709.1216 - val_mean_absolute_error: 290.8678 Epoch 405/1000 148/148 [==============================] - 0s 81us/step - loss: 53967.5370 - mean_absolute_error: 195.7923 - val_loss: 97657.9009 - val_mean_absolute_error: 290.7884 Epoch 406/1000 148/148 [==============================] - 0s 61us/step - loss: 53935.4505 - mean_absolute_error: 195.7171 - val_loss: 97610.2834 - val_mean_absolute_error: 290.7146 Epoch 407/1000 148/148 [==============================] - 0s 61us/step - loss: 53903.2195 - mean_absolute_error: 195.6691 - val_loss: 97560.8378 - val_mean_absolute_error: 290.6375 Epoch 408/1000 148/148 [==============================] - 0s 68us/step - loss: 53871.9594 - mean_absolute_error: 195.5695 - val_loss: 97507.9312 - val_mean_absolute_error: 290.5546 Epoch 409/1000 148/148 [==============================] - 0s 61us/step - loss: 53837.6283 - mean_absolute_error: 195.5557 - val_loss: 97457.4100 - val_mean_absolute_error: 290.4760 Epoch 410/1000 148/148 [==============================] - 0s 74us/step - loss: 53805.4200 - mean_absolute_error: 195.4944 - val_loss: 97401.4756 - val_mean_absolute_error: 290.3888 Epoch 411/1000 148/148 [==============================] - 0s 74us/step - loss: 53770.3385 - mean_absolute_error: 195.4167 - val_loss: 97350.0894 - val_mean_absolute_error: 290.3092 Epoch 412/1000 148/148 [==============================] - 0s 81us/step - loss: 53737.0501 - mean_absolute_error: 195.3527 - val_loss: 97297.1978 - val_mean_absolute_error: 290.2266 Epoch 413/1000 148/148 [==============================] - 0s 74us/step - loss: 53703.2371 - mean_absolute_error: 195.2787 - val_loss: 97238.1944 - val_mean_absolute_error: 290.1349 Epoch 414/1000 148/148 [==============================] - 0s 68us/step - loss: 53667.3610 - mean_absolute_error: 195.2188 - val_loss: 97182.8803 - val_mean_absolute_error: 290.0482 Epoch 415/1000 148/148 [==============================] - 0s 68us/step - loss: 53631.2665 - mean_absolute_error: 195.1472 - val_loss: 97132.6138 - val_mean_absolute_error: 289.9697 Epoch 416/1000 148/148 [==============================] - 0s 74us/step - loss: 53599.6518 - mean_absolute_error: 195.0714 - val_loss: 97077.5316 - val_mean_absolute_error: 289.8831 Epoch 417/1000 148/148 [==============================] - 0s 74us/step - loss: 53565.3280 - mean_absolute_error: 195.0172 - val_loss: 97031.1953 - val_mean_absolute_error: 289.8117 Epoch 418/1000 148/148 [==============================] - 0s 61us/step - loss: 53533.8272 - mean_absolute_error: 194.9395 - val_loss: 96984.5106 - val_mean_absolute_error: 289.7390 Epoch 419/1000 148/148 [==============================] - 0s 88us/step - loss: 53503.5097 - mean_absolute_error: 194.8487 - val_loss: 96935.2941 - val_mean_absolute_error: 289.6626 Epoch 420/1000 148/148 [==============================] - 0s 88us/step - loss: 53471.2972 - mean_absolute_error: 194.7328 - val_loss: 96882.5566 - val_mean_absolute_error: 289.5799 Epoch 421/1000 148/148 [==============================] - 0s 74us/step - loss: 53437.5245 - mean_absolute_error: 194.7033 - val_loss: 96829.5506 - val_mean_absolute_error: 289.4963 Epoch 422/1000 148/148 [==============================] - 0s 61us/step - loss: 53403.9043 - mean_absolute_error: 194.6439 - val_loss: 96774.8919 - val_mean_absolute_error: 289.4109 Epoch 423/1000 148/148 [==============================] - 0s 74us/step - loss: 53368.7127 - mean_absolute_error: 194.5860 - val_loss: 96720.5297 - val_mean_absolute_error: 289.3257 Epoch 424/1000 148/148 [==============================] - 0s 61us/step - loss: 53334.4552 - mean_absolute_error: 194.5241 - val_loss: 96664.1484 - val_mean_absolute_error: 289.2360 Epoch 425/1000 148/148 [==============================] - 0s 61us/step - loss: 53298.7639 - mean_absolute_error: 194.4449 - val_loss: 96617.6800 - val_mean_absolute_error: 289.1637 Epoch 426/1000 148/148 [==============================] - 0s 74us/step - loss: 53267.6065 - mean_absolute_error: 194.3837 - val_loss: 96558.8091 - val_mean_absolute_error: 289.0694 Epoch 427/1000 148/148 [==============================] - 0s 74us/step - loss: 53230.9312 - mean_absolute_error: 194.3364 - val_loss: 96508.8247 - val_mean_absolute_error: 288.9915 Epoch 428/1000 148/148 [==============================] - 0s 61us/step - loss: 53198.9406 - mean_absolute_error: 194.2485 - val_loss: 96458.1981 - val_mean_absolute_error: 288.9120 Epoch 429/1000 148/148 [==============================] - 0s 61us/step - loss: 53167.8326 - mean_absolute_error: 194.1846 - val_loss: 96404.1959 - val_mean_absolute_error: 288.8273 Epoch 430/1000 148/148 [==============================] - 0s 68us/step - loss: 53131.7029 - mean_absolute_error: 194.1250 - val_loss: 96360.9731 - val_mean_absolute_error: 288.7600 Epoch 431/1000 148/148 [==============================] - 0s 74us/step - loss: 53103.4617 - mean_absolute_error: 194.0303 - val_loss: 96310.8453 - val_mean_absolute_error: 288.6798 Epoch 432/1000 148/148 [==============================] - 0s 68us/step - loss: 53071.3566 - mean_absolute_error: 194.0103 - val_loss: 96256.3294 - val_mean_absolute_error: 288.5940 Epoch 433/1000 148/148 [==============================] - 0s 122us/step - loss: 53037.5136 - mean_absolute_error: 193.9363 - val_loss: 96208.2366 - val_mean_absolute_error: 288.5187 Epoch 434/1000 148/148 [==============================] - 0s 68us/step - loss: 53006.0728 - mean_absolute_error: 193.8445 - val_loss: 96156.1066 - val_mean_absolute_error: 288.4367 Epoch 435/1000 148/148 [==============================] - 0s 61us/step - loss: 52973.5370 - mean_absolute_error: 193.7826 - val_loss: 96102.1675 - val_mean_absolute_error: 288.3514 Epoch 436/1000 148/148 [==============================] - 0s 74us/step - loss: 52938.9128 - mean_absolute_error: 193.7616 - val_loss: 96047.3478 - val_mean_absolute_error: 288.2648 Epoch 437/1000 148/148 [==============================] - 0s 68us/step - loss: 52904.1615 - mean_absolute_error: 193.7299 - val_loss: 95990.0728 - val_mean_absolute_error: 288.1735 Epoch 438/1000 148/148 [==============================] - 0s 68us/step - loss: 52868.5886 - mean_absolute_error: 193.6754 - val_loss: 95942.6009 - val_mean_absolute_error: 288.0991 Epoch 439/1000 148/148 [==============================] - 0s 61us/step - loss: 52838.3221 - mean_absolute_error: 193.6036 - val_loss: 95897.2547 - val_mean_absolute_error: 288.0274 Epoch 440/1000 148/148 [==============================] - 0s 68us/step - loss: 52808.2258 - mean_absolute_error: 193.5234 - val_loss: 95846.3200 - val_mean_absolute_error: 287.9478 Epoch 441/1000 148/148 [==============================] - 0s 68us/step - loss: 52776.2647 - mean_absolute_error: 193.4786 - val_loss: 95800.3072 - val_mean_absolute_error: 287.8755 Epoch 442/1000 148/148 [==============================] - 0s 68us/step - loss: 52747.5678 - mean_absolute_error: 193.3970 - val_loss: 95744.6519 - val_mean_absolute_error: 287.7881 Epoch 443/1000 148/148 [==============================] - 0s 68us/step - loss: 52710.9069 - mean_absolute_error: 193.3342 - val_loss: 95690.3772 - val_mean_absolute_error: 287.7017 Epoch 444/1000 148/148 [==============================] - 0s 61us/step - loss: 52677.1454 - mean_absolute_error: 193.2702 - val_loss: 95638.4784 - val_mean_absolute_error: 287.6196 Epoch 445/1000 148/148 [==============================] - 0s 74us/step - loss: 52643.1523 - mean_absolute_error: 193.1870 - val_loss: 95585.6831 - val_mean_absolute_error: 287.5363 Epoch 446/1000 148/148 [==============================] - 0s 61us/step - loss: 52609.9054 - mean_absolute_error: 193.1208 - val_loss: 95532.3712 - val_mean_absolute_error: 287.4531 Epoch 447/1000 148/148 [==============================] - 0s 68us/step - loss: 52577.1782 - mean_absolute_error: 193.0534 - val_loss: 95484.8250 - val_mean_absolute_error: 287.3787 Epoch 448/1000 148/148 [==============================] - 0s 61us/step - loss: 52544.4987 - mean_absolute_error: 192.9347 - val_loss: 95432.8841 - val_mean_absolute_error: 287.2962 Epoch 449/1000 148/148 [==============================] - 0s 68us/step - loss: 52512.3483 - mean_absolute_error: 192.8909 - val_loss: 95374.6809 - val_mean_absolute_error: 287.2048 Epoch 450/1000 148/148 [==============================] - 0s 68us/step - loss: 52476.9571 - mean_absolute_error: 192.8201 - val_loss: 95325.2238 - val_mean_absolute_error: 287.1277 Epoch 451/1000 148/148 [==============================] - 0s 68us/step - loss: 52444.4278 - mean_absolute_error: 192.7603 - val_loss: 95273.4175 - val_mean_absolute_error: 287.0462 Epoch 452/1000 148/148 [==============================] - 0s 61us/step - loss: 52411.7307 - mean_absolute_error: 192.7040 - val_loss: 95228.9003 - val_mean_absolute_error: 286.9768 Epoch 453/1000 148/148 [==============================] - 0s 61us/step - loss: 52382.3201 - mean_absolute_error: 192.5948 - val_loss: 95175.3734 - val_mean_absolute_error: 286.8923 Epoch 454/1000 148/148 [==============================] - 0s 68us/step - loss: 52348.6061 - mean_absolute_error: 192.5136 - val_loss: 95123.6306 - val_mean_absolute_error: 286.8097 Epoch 455/1000 148/148 [==============================] - 0s 68us/step - loss: 52314.9083 - mean_absolute_error: 192.4441 - val_loss: 95074.0350 - val_mean_absolute_error: 286.7323 Epoch 456/1000 148/148 [==============================] - 0s 61us/step - loss: 52283.1118 - mean_absolute_error: 192.3580 - val_loss: 95020.3434 - val_mean_absolute_error: 286.6473 Epoch 457/1000 148/148 [==============================] - 0s 74us/step - loss: 52250.4534 - mean_absolute_error: 192.2908 - val_loss: 94967.3716 - val_mean_absolute_error: 286.5637 Epoch 458/1000 148/148 [==============================] - 0s 68us/step - loss: 52216.6731 - mean_absolute_error: 192.2472 - val_loss: 94912.3906 - val_mean_absolute_error: 286.4771 Epoch 459/1000 148/148 [==============================] - 0s 68us/step - loss: 52181.1339 - mean_absolute_error: 192.1341 - val_loss: 94862.2325 - val_mean_absolute_error: 286.3976 Epoch 460/1000 148/148 [==============================] - 0s 68us/step - loss: 52149.2272 - mean_absolute_error: 192.1121 - val_loss: 94804.8328 - val_mean_absolute_error: 286.3064 Epoch 461/1000 148/148 [==============================] - 0s 68us/step - loss: 52113.5629 - mean_absolute_error: 192.0223 - val_loss: 94764.4619 - val_mean_absolute_error: 286.2414 Epoch 462/1000 148/148 [==============================] - 0s 68us/step - loss: 52087.4511 - mean_absolute_error: 191.9468 - val_loss: 94712.7838 - val_mean_absolute_error: 286.1596 Epoch 463/1000 148/148 [==============================] - 0s 74us/step - loss: 52053.7832 - mean_absolute_error: 191.8608 - val_loss: 94661.9228 - val_mean_absolute_error: 286.0776 Epoch 464/1000 148/148 [==============================] - 0s 74us/step - loss: 52021.8572 - mean_absolute_error: 191.8184 - val_loss: 94608.4353 - val_mean_absolute_error: 285.9927 Epoch 465/1000 148/148 [==============================] - 0s 68us/step - loss: 51987.8085 - mean_absolute_error: 191.7333 - val_loss: 94553.6931 - val_mean_absolute_error: 285.9066 Epoch 466/1000 148/148 [==============================] - 0s 68us/step - loss: 51952.9381 - mean_absolute_error: 191.6576 - val_loss: 94501.5919 - val_mean_absolute_error: 285.8235 Epoch 467/1000 148/148 [==============================] - 0s 74us/step - loss: 51921.8453 - mean_absolute_error: 191.6072 - val_loss: 94447.6978 - val_mean_absolute_error: 285.7382 Epoch 468/1000 148/148 [==============================] - 0s 68us/step - loss: 51885.9070 - mean_absolute_error: 191.5233 - val_loss: 94398.6909 - val_mean_absolute_error: 285.6599 Epoch 469/1000 148/148 [==============================] - 0s 74us/step - loss: 51855.8846 - mean_absolute_error: 191.5007 - val_loss: 94350.3163 - val_mean_absolute_error: 285.5819 Epoch 470/1000 148/148 [==============================] - 0s 68us/step - loss: 51823.6808 - mean_absolute_error: 191.3938 - val_loss: 94295.4044 - val_mean_absolute_error: 285.4946 Epoch 471/1000 148/148 [==============================] - 0s 61us/step - loss: 51788.8106 - mean_absolute_error: 191.3353 - val_loss: 94240.1888 - val_mean_absolute_error: 285.4063 Epoch 472/1000 148/148 [==============================] - 0s 61us/step - loss: 51754.0754 - mean_absolute_error: 191.2801 - val_loss: 94188.8806 - val_mean_absolute_error: 285.3239 Epoch 473/1000 148/148 [==============================] - 0s 68us/step - loss: 51722.2667 - mean_absolute_error: 191.2084 - val_loss: 94136.0134 - val_mean_absolute_error: 285.2393 Epoch 474/1000 148/148 [==============================] - 0s 74us/step - loss: 51688.2716 - mean_absolute_error: 191.1514 - val_loss: 94082.9681 - val_mean_absolute_error: 285.1554 Epoch 475/1000 148/148 [==============================] - 0s 68us/step - loss: 51655.5265 - mean_absolute_error: 191.1238 - val_loss: 94033.3053 - val_mean_absolute_error: 285.0754 Epoch 476/1000 148/148 [==============================] - 0s 88us/step - loss: 51623.0769 - mean_absolute_error: 191.0257 - val_loss: 93984.8362 - val_mean_absolute_error: 284.9984 Epoch 477/1000 148/148 [==============================] - 0s 88us/step - loss: 51591.9313 - mean_absolute_error: 191.0202 - val_loss: 93932.7631 - val_mean_absolute_error: 284.9165 Epoch 478/1000 148/148 [==============================] - 0s 101us/step - loss: 51558.2174 - mean_absolute_error: 190.9188 - val_loss: 93877.3684 - val_mean_absolute_error: 284.8278 Epoch 479/1000 148/148 [==============================] - 0s 88us/step - loss: 51523.7325 - mean_absolute_error: 190.8683 - val_loss: 93828.2253 - val_mean_absolute_error: 284.7491 Epoch 480/1000 148/148 [==============================] - 0s 81us/step - loss: 51491.8430 - mean_absolute_error: 190.8144 - val_loss: 93777.9181 - val_mean_absolute_error: 284.6689 Epoch 481/1000 148/148 [==============================] - 0s 95us/step - loss: 51460.4084 - mean_absolute_error: 190.7568 - val_loss: 93736.1441 - val_mean_absolute_error: 284.6016 Epoch 482/1000 148/148 [==============================] - 0s 108us/step - loss: 51433.1472 - mean_absolute_error: 190.6991 - val_loss: 93689.2234 - val_mean_absolute_error: 284.5270 Epoch 483/1000 148/148 [==============================] - 0s 101us/step - loss: 51402.7562 - mean_absolute_error: 190.6156 - val_loss: 93639.2472 - val_mean_absolute_error: 284.4483 Epoch 484/1000 148/148 [==============================] - 0s 101us/step - loss: 51371.7733 - mean_absolute_error: 190.5441 - val_loss: 93597.2494 - val_mean_absolute_error: 284.3827 Epoch 485/1000 148/148 [==============================] - 0s 74us/step - loss: 51344.1980 - mean_absolute_error: 190.4597 - val_loss: 93540.9572 - val_mean_absolute_error: 284.2926 Epoch 486/1000 148/148 [==============================] - 0s 68us/step - loss: 51307.7014 - mean_absolute_error: 190.3698 - val_loss: 93486.9888 - val_mean_absolute_error: 284.2061 Epoch 487/1000 148/148 [==============================] - 0s 61us/step - loss: 51274.0628 - mean_absolute_error: 190.3055 - val_loss: 93437.3241 - val_mean_absolute_error: 284.1265 Epoch 488/1000 148/148 [==============================] - 0s 81us/step - loss: 51242.2819 - mean_absolute_error: 190.2632 - val_loss: 93389.6525 - val_mean_absolute_error: 284.0508 Epoch 489/1000 148/148 [==============================] - 0s 95us/step - loss: 51213.2943 - mean_absolute_error: 190.1889 - val_loss: 93339.4494 - val_mean_absolute_error: 283.9714 Epoch 490/1000 148/148 [==============================] - 0s 95us/step - loss: 51179.7314 - mean_absolute_error: 190.0949 - val_loss: 93284.3641 - val_mean_absolute_error: 283.8826 Epoch 491/1000 148/148 [==============================] - 0s 108us/step - loss: 51145.6896 - mean_absolute_error: 190.0467 - val_loss: 93237.1553 - val_mean_absolute_error: 283.8072 Epoch 492/1000 148/148 [==============================] - 0s 101us/step - loss: 51116.3197 - mean_absolute_error: 189.9446 - val_loss: 93186.7612 - val_mean_absolute_error: 283.7260 Epoch 493/1000 148/148 [==============================] - 0s 108us/step - loss: 51084.1923 - mean_absolute_error: 189.9100 - val_loss: 93138.1784 - val_mean_absolute_error: 283.6484 Epoch 494/1000 148/148 [==============================] - 0s 95us/step - loss: 51051.9333 - mean_absolute_error: 189.8068 - val_loss: 93079.8150 - val_mean_absolute_error: 283.5545 Epoch 495/1000 148/148 [==============================] - 0s 142us/step - loss: 51016.9359 - mean_absolute_error: 189.7250 - val_loss: 93025.7800 - val_mean_absolute_error: 283.4671 Epoch 496/1000 148/148 [==============================] - 0s 155us/step - loss: 50981.6837 - mean_absolute_error: 189.7196 - val_loss: 92974.3931 - val_mean_absolute_error: 283.3851 Epoch 497/1000 148/148 [==============================] - 0s 142us/step - loss: 50948.8943 - mean_absolute_error: 189.6575 - val_loss: 92922.7219 - val_mean_absolute_error: 283.3018 Epoch 498/1000 148/148 [==============================] - 0s 135us/step - loss: 50915.8841 - mean_absolute_error: 189.6175 - val_loss: 92877.8222 - val_mean_absolute_error: 283.2298 Epoch 499/1000 148/148 [==============================] - 0s 101us/step - loss: 50887.3995 - mean_absolute_error: 189.5677 - val_loss: 92834.6459 - val_mean_absolute_error: 283.1616 Epoch 500/1000 148/148 [==============================] - 0s 115us/step - loss: 50859.3376 - mean_absolute_error: 189.5198 - val_loss: 92792.4812 - val_mean_absolute_error: 283.0949 Epoch 501/1000 148/148 [==============================] - 0s 128us/step - loss: 50833.4894 - mean_absolute_error: 189.4445 - val_loss: 92742.0553 - val_mean_absolute_error: 283.0139 Epoch 502/1000 148/148 [==============================] - 0s 122us/step - loss: 50801.1366 - mean_absolute_error: 189.4060 - val_loss: 92686.1000 - val_mean_absolute_error: 282.9243 Epoch 503/1000 148/148 [==============================] - 0s 88us/step - loss: 50765.3245 - mean_absolute_error: 189.2917 - val_loss: 92637.6719 - val_mean_absolute_error: 282.8457 Epoch 504/1000 148/148 [==============================] - 0s 81us/step - loss: 50734.8908 - mean_absolute_error: 189.2253 - val_loss: 92592.1697 - val_mean_absolute_error: 282.7737 Epoch 505/1000 148/148 [==============================] - 0s 95us/step - loss: 50706.7710 - mean_absolute_error: 189.2007 - val_loss: 92539.0441 - val_mean_absolute_error: 282.6864 Epoch 506/1000 148/148 [==============================] - 0s 142us/step - loss: 50671.0918 - mean_absolute_error: 189.1413 - val_loss: 92488.0516 - val_mean_absolute_error: 282.6041 Epoch 507/1000 148/148 [==============================] - 0s 115us/step - loss: 50640.1331 - mean_absolute_error: 189.1001 - val_loss: 92445.5653 - val_mean_absolute_error: 282.5365 Epoch 508/1000 148/148 [==============================] - 0s 128us/step - loss: 50612.3825 - mean_absolute_error: 189.0218 - val_loss: 92389.5412 - val_mean_absolute_error: 282.4454 Epoch 509/1000 148/148 [==============================] - 0s 115us/step - loss: 50578.1961 - mean_absolute_error: 188.9280 - val_loss: 92337.8294 - val_mean_absolute_error: 282.3624 Epoch 510/1000 148/148 [==============================] - 0s 122us/step - loss: 50544.6207 - mean_absolute_error: 188.8869 - val_loss: 92285.5016 - val_mean_absolute_error: 282.2783 Epoch 511/1000 148/148 [==============================] - 0s 115us/step - loss: 50511.8762 - mean_absolute_error: 188.8098 - val_loss: 92243.8422 - val_mean_absolute_error: 282.2115 Epoch 512/1000 148/148 [==============================] - 0s 135us/step - loss: 50484.8670 - mean_absolute_error: 188.7399 - val_loss: 92190.9350 - val_mean_absolute_error: 282.1259 Epoch 513/1000 148/148 [==============================] - 0s 128us/step - loss: 50452.5717 - mean_absolute_error: 188.7012 - val_loss: 92145.2269 - val_mean_absolute_error: 282.0526 Epoch 514/1000 148/148 [==============================] - 0s 88us/step - loss: 50422.0610 - mean_absolute_error: 188.6024 - val_loss: 92089.8362 - val_mean_absolute_error: 281.9626 Epoch 515/1000 148/148 [==============================] - 0s 108us/step - loss: 50385.8410 - mean_absolute_error: 188.5778 - val_loss: 92038.0309 - val_mean_absolute_error: 281.8789 Epoch 516/1000 148/148 [==============================] - 0s 101us/step - loss: 50353.3916 - mean_absolute_error: 188.5354 - val_loss: 91989.6966 - val_mean_absolute_error: 281.8013 Epoch 517/1000 148/148 [==============================] - 0s 122us/step - loss: 50322.8974 - mean_absolute_error: 188.4452 - val_loss: 91942.5081 - val_mean_absolute_error: 281.7241 Epoch 518/1000 148/148 [==============================] - 0s 128us/step - loss: 50292.4291 - mean_absolute_error: 188.3969 - val_loss: 91893.9947 - val_mean_absolute_error: 281.6456 Epoch 519/1000 148/148 [==============================] - 0s 88us/step - loss: 50261.5872 - mean_absolute_error: 188.3401 - val_loss: 91840.9975 - val_mean_absolute_error: 281.5598 Epoch 520/1000 148/148 [==============================] - 0s 95us/step - loss: 50228.8784 - mean_absolute_error: 188.2896 - val_loss: 91791.4300 - val_mean_absolute_error: 281.4801 Epoch 521/1000 148/148 [==============================] - 0s 101us/step - loss: 50197.3605 - mean_absolute_error: 188.1905 - val_loss: 91737.6950 - val_mean_absolute_error: 281.3924 Epoch 522/1000 148/148 [==============================] - 0s 115us/step - loss: 50162.6971 - mean_absolute_error: 188.1762 - val_loss: 91679.9131 - val_mean_absolute_error: 281.2985 Epoch 523/1000 148/148 [==============================] - 0s 128us/step - loss: 50127.3020 - mean_absolute_error: 188.1041 - val_loss: 91625.5303 - val_mean_absolute_error: 281.2097 Epoch 524/1000 148/148 [==============================] - 0s 101us/step - loss: 50093.7336 - mean_absolute_error: 188.0995 - val_loss: 91578.8084 - val_mean_absolute_error: 281.1341 Epoch 525/1000 148/148 [==============================] - 0s 95us/step - loss: 50063.5778 - mean_absolute_error: 188.0494 - val_loss: 91533.5797 - val_mean_absolute_error: 281.0608 Epoch 526/1000 148/148 [==============================] - 0s 95us/step - loss: 50034.4614 - mean_absolute_error: 188.0024 - val_loss: 91487.5394 - val_mean_absolute_error: 280.9864 Epoch 527/1000 148/148 [==============================] - 0s 95us/step - loss: 50005.3839 - mean_absolute_error: 187.9457 - val_loss: 91434.0300 - val_mean_absolute_error: 280.8996 Epoch 528/1000 148/148 [==============================] - 0s 81us/step - loss: 49972.8655 - mean_absolute_error: 187.8952 - val_loss: 91385.8316 - val_mean_absolute_error: 280.8208 Epoch 529/1000 148/148 [==============================] - 0s 95us/step - loss: 49941.0727 - mean_absolute_error: 187.8031 - val_loss: 91330.1916 - val_mean_absolute_error: 280.7307 Epoch 530/1000 148/148 [==============================] - 0s 101us/step - loss: 49906.4350 - mean_absolute_error: 187.7423 - val_loss: 91281.8759 - val_mean_absolute_error: 280.6523 Epoch 531/1000 148/148 [==============================] - 0s 101us/step - loss: 49875.8512 - mean_absolute_error: 187.6811 - val_loss: 91228.4334 - val_mean_absolute_error: 280.5636 Epoch 532/1000 148/148 [==============================] - 0s 88us/step - loss: 49842.0906 - mean_absolute_error: 187.6542 - val_loss: 91188.8834 - val_mean_absolute_error: 280.4988 Epoch 533/1000 148/148 [==============================] - 0s 81us/step - loss: 49817.1015 - mean_absolute_error: 187.5681 - val_loss: 91134.5866 - val_mean_absolute_error: 280.4104 Epoch 534/1000 148/148 [==============================] - 0s 88us/step - loss: 49783.8373 - mean_absolute_error: 187.5059 - val_loss: 91082.1619 - val_mean_absolute_error: 280.3247 Epoch 535/1000 148/148 [==============================] - 0s 95us/step - loss: 49749.7676 - mean_absolute_error: 187.4930 - val_loss: 91030.7656 - val_mean_absolute_error: 280.2410 Epoch 536/1000 148/148 [==============================] - 0s 88us/step - loss: 49717.8378 - mean_absolute_error: 187.4361 - val_loss: 90984.6884 - val_mean_absolute_error: 280.1659 Epoch 537/1000 148/148 [==============================] - 0s 88us/step - loss: 49688.8246 - mean_absolute_error: 187.3875 - val_loss: 90941.7197 - val_mean_absolute_error: 280.0956 Epoch 538/1000 148/148 [==============================] - 0s 81us/step - loss: 49660.7748 - mean_absolute_error: 187.3339 - val_loss: 90889.6734 - val_mean_absolute_error: 280.0116 Epoch 539/1000 148/148 [==============================] - 0s 81us/step - loss: 49629.0350 - mean_absolute_error: 187.2873 - val_loss: 90841.0813 - val_mean_absolute_error: 279.9325 Epoch 540/1000 148/148 [==============================] - 0s 95us/step - loss: 49598.0057 - mean_absolute_error: 187.2336 - val_loss: 90784.7116 - val_mean_absolute_error: 279.8408 Epoch 541/1000 148/148 [==============================] - 0s 81us/step - loss: 49562.8342 - mean_absolute_error: 187.1712 - val_loss: 90735.9147 - val_mean_absolute_error: 279.7614 Epoch 542/1000 148/148 [==============================] - 0s 81us/step - loss: 49532.5942 - mean_absolute_error: 187.1046 - val_loss: 90691.8197 - val_mean_absolute_error: 279.6910 Epoch 543/1000 148/148 [==============================] - 0s 74us/step - loss: 49504.2713 - mean_absolute_error: 187.0537 - val_loss: 90638.3531 - val_mean_absolute_error: 279.6037 Epoch 544/1000 148/148 [==============================] - 0s 88us/step - loss: 49470.4155 - mean_absolute_error: 186.9971 - val_loss: 90587.2825 - val_mean_absolute_error: 279.5215 Epoch 545/1000 148/148 [==============================] - 0s 68us/step - loss: 49438.6775 - mean_absolute_error: 186.8953 - val_loss: 90543.5653 - val_mean_absolute_error: 279.4493 Epoch 546/1000 148/148 [==============================] - 0s 81us/step - loss: 49410.3332 - mean_absolute_error: 186.8189 - val_loss: 90495.5675 - val_mean_absolute_error: 279.3711 Epoch 547/1000 148/148 [==============================] - 0s 81us/step - loss: 49378.7736 - mean_absolute_error: 186.7333 - val_loss: 90448.9528 - val_mean_absolute_error: 279.2954 Epoch 548/1000 148/148 [==============================] - 0s 81us/step - loss: 49349.0637 - mean_absolute_error: 186.6547 - val_loss: 90400.9228 - val_mean_absolute_error: 279.2178 Epoch 549/1000 148/148 [==============================] - 0s 74us/step - loss: 49318.0145 - mean_absolute_error: 186.5541 - val_loss: 90347.9953 - val_mean_absolute_error: 279.1312 Epoch 550/1000 148/148 [==============================] - 0s 74us/step - loss: 49285.6144 - mean_absolute_error: 186.4963 - val_loss: 90300.4603 - val_mean_absolute_error: 279.0528 Epoch 551/1000 148/148 [==============================] - 0s 88us/step - loss: 49255.3234 - mean_absolute_error: 186.4047 - val_loss: 90248.2972 - val_mean_absolute_error: 278.9674 Epoch 552/1000 148/148 [==============================] - 0s 88us/step - loss: 49222.1269 - mean_absolute_error: 186.3097 - val_loss: 90193.9666 - val_mean_absolute_error: 278.8788 Epoch 553/1000 148/148 [==============================] - 0s 81us/step - loss: 49189.6437 - mean_absolute_error: 186.2208 - val_loss: 90151.3941 - val_mean_absolute_error: 278.8081 Epoch 554/1000 148/148 [==============================] - 0s 74us/step - loss: 49162.0583 - mean_absolute_error: 186.1713 - val_loss: 90100.8194 - val_mean_absolute_error: 278.7270 Epoch 555/1000 148/148 [==============================] - 0s 81us/step - loss: 49129.9122 - mean_absolute_error: 186.0925 - val_loss: 90042.6628 - val_mean_absolute_error: 278.6326 Epoch 556/1000 148/148 [==============================] - 0s 122us/step - loss: 49094.1395 - mean_absolute_error: 186.0362 - val_loss: 89998.6250 - val_mean_absolute_error: 278.5620 Epoch 557/1000 148/148 [==============================] - 0s 88us/step - loss: 49067.6566 - mean_absolute_error: 185.9384 - val_loss: 89957.6534 - val_mean_absolute_error: 278.4964 Epoch 558/1000 148/148 [==============================] - 0s 95us/step - loss: 49039.9292 - mean_absolute_error: 185.8736 - val_loss: 89903.0356 - val_mean_absolute_error: 278.4073 Epoch 559/1000 148/148 [==============================] - 0s 95us/step - loss: 49006.2609 - mean_absolute_error: 185.7972 - val_loss: 89852.7559 - val_mean_absolute_error: 278.3263 Epoch 560/1000 148/148 [==============================] - 0s 88us/step - loss: 48975.3309 - mean_absolute_error: 185.7749 - val_loss: 89804.5338 - val_mean_absolute_error: 278.2485 Epoch 561/1000 148/148 [==============================] - 0s 115us/step - loss: 48943.8713 - mean_absolute_error: 185.7095 - val_loss: 89749.6372 - val_mean_absolute_error: 278.1601 Epoch 562/1000 148/148 [==============================] - 0s 88us/step - loss: 48910.5156 - mean_absolute_error: 185.6693 - val_loss: 89700.0237 - val_mean_absolute_error: 278.0805 Epoch 563/1000 148/148 [==============================] - 0s 95us/step - loss: 48878.9181 - mean_absolute_error: 185.5827 - val_loss: 89654.7516 - val_mean_absolute_error: 278.0072 Epoch 564/1000 148/148 [==============================] - 0s 88us/step - loss: 48851.4531 - mean_absolute_error: 185.5060 - val_loss: 89607.4819 - val_mean_absolute_error: 277.9312 Epoch 565/1000 148/148 [==============================] - 0s 81us/step - loss: 48819.3849 - mean_absolute_error: 185.4238 - val_loss: 89557.2519 - val_mean_absolute_error: 277.8497 Epoch 566/1000 148/148 [==============================] - 0s 74us/step - loss: 48788.1142 - mean_absolute_error: 185.3788 - val_loss: 89508.3659 - val_mean_absolute_error: 277.7708 Epoch 567/1000 148/148 [==============================] - 0s 88us/step - loss: 48757.1249 - mean_absolute_error: 185.3218 - val_loss: 89460.6309 - val_mean_absolute_error: 277.6943 Epoch 568/1000 148/148 [==============================] - 0s 88us/step - loss: 48727.8514 - mean_absolute_error: 185.3169 - val_loss: 89415.8691 - val_mean_absolute_error: 277.6212 Epoch 569/1000 148/148 [==============================] - 0s 95us/step - loss: 48697.8737 - mean_absolute_error: 185.1719 - val_loss: 89359.4878 - val_mean_absolute_error: 277.5299 Epoch 570/1000 148/148 [==============================] - 0s 95us/step - loss: 48663.0049 - mean_absolute_error: 185.1148 - val_loss: 89312.6000 - val_mean_absolute_error: 277.4540 Epoch 571/1000 148/148 [==============================] - 0s 81us/step - loss: 48633.2656 - mean_absolute_error: 185.0450 - val_loss: 89265.6788 - val_mean_absolute_error: 277.3786 Epoch 572/1000 148/148 [==============================] - 0s 81us/step - loss: 48603.1017 - mean_absolute_error: 184.9984 - val_loss: 89214.1016 - val_mean_absolute_error: 277.2950 Epoch 573/1000 148/148 [==============================] - 0s 81us/step - loss: 48570.4249 - mean_absolute_error: 184.9372 - val_loss: 89163.0737 - val_mean_absolute_error: 277.2125 Epoch 574/1000 148/148 [==============================] - 0s 88us/step - loss: 48538.1776 - mean_absolute_error: 184.8429 - val_loss: 89113.1113 - val_mean_absolute_error: 277.1316 Epoch 575/1000 148/148 [==============================] - 0s 95us/step - loss: 48507.3692 - mean_absolute_error: 184.7858 - val_loss: 89068.7156 - val_mean_absolute_error: 277.0606 Epoch 576/1000 148/148 [==============================] - 0s 95us/step - loss: 48480.4312 - mean_absolute_error: 184.6890 - val_loss: 89016.4769 - val_mean_absolute_error: 276.9757 Epoch 577/1000 148/148 [==============================] - 0s 88us/step - loss: 48444.9742 - mean_absolute_error: 184.6673 - val_loss: 88964.0869 - val_mean_absolute_error: 276.8902 Epoch 578/1000 148/148 [==============================] - 0s 95us/step - loss: 48415.1395 - mean_absolute_error: 184.6101 - val_loss: 88915.3525 - val_mean_absolute_error: 276.8110 Epoch 579/1000 148/148 [==============================] - 0s 74us/step - loss: 48380.8766 - mean_absolute_error: 184.5591 - val_loss: 88864.0409 - val_mean_absolute_error: 276.7274 Epoch 580/1000 148/148 [==============================] - 0s 108us/step - loss: 48351.7909 - mean_absolute_error: 184.5095 - val_loss: 88819.5788 - val_mean_absolute_error: 276.6541 Epoch 581/1000 148/148 [==============================] - 0s 81us/step - loss: 48321.2638 - mean_absolute_error: 184.4195 - val_loss: 88766.6506 - val_mean_absolute_error: 276.5677 Epoch 582/1000 148/148 [==============================] - 0s 81us/step - loss: 48287.8323 - mean_absolute_error: 184.3625 - val_loss: 88714.4919 - val_mean_absolute_error: 276.4828 Epoch 583/1000 148/148 [==============================] - 0s 88us/step - loss: 48255.7604 - mean_absolute_error: 184.3070 - val_loss: 88670.2534 - val_mean_absolute_error: 276.4108 Epoch 584/1000 148/148 [==============================] - 0s 95us/step - loss: 48227.6644 - mean_absolute_error: 184.2736 - val_loss: 88618.2563 - val_mean_absolute_error: 276.3250 Epoch 585/1000 148/148 [==============================] - 0s 101us/step - loss: 48194.7975 - mean_absolute_error: 184.2572 - val_loss: 88573.9603 - val_mean_absolute_error: 276.2523 Epoch 586/1000 148/148 [==============================] - 0s 101us/step - loss: 48167.3009 - mean_absolute_error: 184.1542 - val_loss: 88532.8884 - val_mean_absolute_error: 276.1852 Epoch 587/1000 148/148 [==============================] - 0s 108us/step - loss: 48139.6039 - mean_absolute_error: 184.1146 - val_loss: 88483.2713 - val_mean_absolute_error: 276.1054 Epoch 588/1000 148/148 [==============================] - 0s 95us/step - loss: 48108.5253 - mean_absolute_error: 184.0261 - val_loss: 88433.2322 - val_mean_absolute_error: 276.0230 Epoch 589/1000 148/148 [==============================] - 0s 115us/step - loss: 48075.4313 - mean_absolute_error: 183.9949 - val_loss: 88377.8994 - val_mean_absolute_error: 275.9322 Epoch 590/1000 148/148 [==============================] - 0s 155us/step - loss: 48043.0908 - mean_absolute_error: 183.9311 - val_loss: 88329.6331 - val_mean_absolute_error: 275.8533 Epoch 591/1000 148/148 [==============================] - 0s 155us/step - loss: 48011.0878 - mean_absolute_error: 183.8960 - val_loss: 88283.8106 - val_mean_absolute_error: 275.7791 Epoch 592/1000 148/148 [==============================] - 0s 108us/step - loss: 47981.9679 - mean_absolute_error: 183.8351 - val_loss: 88233.8394 - val_mean_absolute_error: 275.6953 Epoch 593/1000 148/148 [==============================] - 0s 128us/step - loss: 47950.6500 - mean_absolute_error: 183.7790 - val_loss: 88184.7569 - val_mean_absolute_error: 275.6142 Epoch 594/1000 148/148 [==============================] - 0s 88us/step - loss: 47919.4628 - mean_absolute_error: 183.7006 - val_loss: 88136.0922 - val_mean_absolute_error: 275.5358 Epoch 595/1000 148/148 [==============================] - 0s 81us/step - loss: 47889.6295 - mean_absolute_error: 183.6511 - val_loss: 88078.4600 - val_mean_absolute_error: 275.4414 Epoch 596/1000 148/148 [==============================] - 0s 81us/step - loss: 47854.6353 - mean_absolute_error: 183.5407 - val_loss: 88031.3459 - val_mean_absolute_error: 275.3645 Epoch 597/1000 148/148 [==============================] - 0s 88us/step - loss: 47823.4031 - mean_absolute_error: 183.5153 - val_loss: 87983.8703 - val_mean_absolute_error: 275.2871 Epoch 598/1000 148/148 [==============================] - 0s 95us/step - loss: 47793.4670 - mean_absolute_error: 183.4256 - val_loss: 87936.5978 - val_mean_absolute_error: 275.2086 Epoch 599/1000 148/148 [==============================] - 0s 81us/step - loss: 47765.0306 - mean_absolute_error: 183.3285 - val_loss: 87883.7266 - val_mean_absolute_error: 275.1203 Epoch 600/1000 148/148 [==============================] - 0s 88us/step - loss: 47729.9162 - mean_absolute_error: 183.3096 - val_loss: 87841.9797 - val_mean_absolute_error: 275.0530 Epoch 601/1000 148/148 [==============================] - 0s 88us/step - loss: 47704.5436 - mean_absolute_error: 183.2331 - val_loss: 87789.4612 - val_mean_absolute_error: 274.9651 Epoch 602/1000 148/148 [==============================] - 0s 108us/step - loss: 47670.7291 - mean_absolute_error: 183.1774 - val_loss: 87741.2350 - val_mean_absolute_error: 274.8852 Epoch 603/1000 148/148 [==============================] - 0s 74us/step - loss: 47640.1698 - mean_absolute_error: 183.0949 - val_loss: 87696.0122 - val_mean_absolute_error: 274.8103 Epoch 604/1000 148/148 [==============================] - 0s 88us/step - loss: 47610.8009 - mean_absolute_error: 183.0998 - val_loss: 87644.9856 - val_mean_absolute_error: 274.7269 Epoch 605/1000 148/148 [==============================] - 0s 88us/step - loss: 47579.3411 - mean_absolute_error: 183.0258 - val_loss: 87600.4322 - val_mean_absolute_error: 274.6539 Epoch 606/1000 148/148 [==============================] - 0s 88us/step - loss: 47550.2425 - mean_absolute_error: 182.9550 - val_loss: 87547.6716 - val_mean_absolute_error: 274.5665 Epoch 607/1000 148/148 [==============================] - 0s 81us/step - loss: 47519.6692 - mean_absolute_error: 182.9269 - val_loss: 87498.3691 - val_mean_absolute_error: 274.4853 Epoch 608/1000 148/148 [==============================] - 0s 95us/step - loss: 47487.0743 - mean_absolute_error: 182.8620 - val_loss: 87445.9216 - val_mean_absolute_error: 274.3990 Epoch 609/1000 148/148 [==============================] - 0s 95us/step - loss: 47454.8700 - mean_absolute_error: 182.7954 - val_loss: 87401.4819 - val_mean_absolute_error: 274.3264 Epoch 610/1000 148/148 [==============================] - 0s 81us/step - loss: 47427.0061 - mean_absolute_error: 182.7121 - val_loss: 87354.5394 - val_mean_absolute_error: 274.2491 Epoch 611/1000 148/148 [==============================] - 0s 81us/step - loss: 47397.4854 - mean_absolute_error: 182.6654 - val_loss: 87309.1516 - val_mean_absolute_error: 274.1751 Epoch 612/1000 148/148 [==============================] - 0s 95us/step - loss: 47368.9753 - mean_absolute_error: 182.6037 - val_loss: 87254.9078 - val_mean_absolute_error: 274.0860 Epoch 613/1000 148/148 [==============================] - 0s 81us/step - loss: 47335.9453 - mean_absolute_error: 182.5614 - val_loss: 87210.9328 - val_mean_absolute_error: 274.0142 Epoch 614/1000 148/148 [==============================] - 0s 88us/step - loss: 47307.0265 - mean_absolute_error: 182.4662 - val_loss: 87162.1541 - val_mean_absolute_error: 273.9350 Epoch 615/1000 148/148 [==============================] - 0s 74us/step - loss: 47276.7133 - mean_absolute_error: 182.4266 - val_loss: 87114.9872 - val_mean_absolute_error: 273.8587 Epoch 616/1000 148/148 [==============================] - 0s 74us/step - loss: 47246.3823 - mean_absolute_error: 182.3185 - val_loss: 87059.7784 - val_mean_absolute_error: 273.7676 Epoch 617/1000 148/148 [==============================] - 0s 61us/step - loss: 47213.7622 - mean_absolute_error: 182.2734 - val_loss: 87008.3681 - val_mean_absolute_error: 273.6828 Epoch 618/1000 148/148 [==============================] - 0s 68us/step - loss: 47181.0399 - mean_absolute_error: 182.1990 - val_loss: 86964.0053 - val_mean_absolute_error: 273.6102 Epoch 619/1000 148/148 [==============================] - 0s 61us/step - loss: 47152.5308 - mean_absolute_error: 182.1735 - val_loss: 86914.2937 - val_mean_absolute_error: 273.5272 Epoch 620/1000 148/148 [==============================] - 0s 81us/step - loss: 47122.9208 - mean_absolute_error: 182.0898 - val_loss: 86867.0681 - val_mean_absolute_error: 273.4495 Epoch 621/1000 148/148 [==============================] - 0s 68us/step - loss: 47092.3411 - mean_absolute_error: 182.0492 - val_loss: 86815.5866 - val_mean_absolute_error: 273.3644 Epoch 622/1000 148/148 [==============================] - 0s 68us/step - loss: 47059.4537 - mean_absolute_error: 181.9901 - val_loss: 86773.0006 - val_mean_absolute_error: 273.2945 Epoch 623/1000 148/148 [==============================] - 0s 74us/step - loss: 47032.3143 - mean_absolute_error: 182.0026 - val_loss: 86725.2522 - val_mean_absolute_error: 273.2156 Epoch 624/1000 148/148 [==============================] - 0s 68us/step - loss: 47001.9262 - mean_absolute_error: 181.9561 - val_loss: 86672.1516 - val_mean_absolute_error: 273.1276 Epoch 625/1000 148/148 [==============================] - 0s 74us/step - loss: 46969.2787 - mean_absolute_error: 181.8642 - val_loss: 86624.2150 - val_mean_absolute_error: 273.0482 Epoch 626/1000 148/148 [==============================] - 0s 68us/step - loss: 46940.7644 - mean_absolute_error: 181.8261 - val_loss: 86571.4459 - val_mean_absolute_error: 272.9614 Epoch 627/1000 148/148 [==============================] - 0s 68us/step - loss: 46907.0411 - mean_absolute_error: 181.7113 - val_loss: 86523.2419 - val_mean_absolute_error: 272.8817 Epoch 628/1000 148/148 [==============================] - 0s 61us/step - loss: 46876.8075 - mean_absolute_error: 181.6697 - val_loss: 86472.9394 - val_mean_absolute_error: 272.7991 Epoch 629/1000 148/148 [==============================] - 0s 68us/step - loss: 46845.0101 - mean_absolute_error: 181.6236 - val_loss: 86433.7384 - val_mean_absolute_error: 272.7347 Epoch 630/1000 148/148 [==============================] - 0s 61us/step - loss: 46819.9040 - mean_absolute_error: 181.6149 - val_loss: 86386.4703 - val_mean_absolute_error: 272.6559 Epoch 631/1000 148/148 [==============================] - 0s 68us/step - loss: 46790.7751 - mean_absolute_error: 181.5154 - val_loss: 86333.5869 - val_mean_absolute_error: 272.5683 Epoch 632/1000 148/148 [==============================] - 0s 68us/step - loss: 46757.6883 - mean_absolute_error: 181.4564 - val_loss: 86289.3706 - val_mean_absolute_error: 272.4956 Epoch 633/1000 148/148 [==============================] - 0s 68us/step - loss: 46729.2081 - mean_absolute_error: 181.3550 - val_loss: 86242.4666 - val_mean_absolute_error: 272.4171 Epoch 634/1000 148/148 [==============================] - 0s 74us/step - loss: 46698.7306 - mean_absolute_error: 181.3657 - val_loss: 86195.4397 - val_mean_absolute_error: 272.3391 Epoch 635/1000 148/148 [==============================] - 0s 74us/step - loss: 46669.4117 - mean_absolute_error: 181.3060 - val_loss: 86146.4478 - val_mean_absolute_error: 272.2575 Epoch 636/1000 148/148 [==============================] - 0s 68us/step - loss: 46639.1232 - mean_absolute_error: 181.2262 - val_loss: 86099.5494 - val_mean_absolute_error: 272.1794 Epoch 637/1000 148/148 [==============================] - 0s 74us/step - loss: 46609.8343 - mean_absolute_error: 181.1677 - val_loss: 86053.3544 - val_mean_absolute_error: 272.1028 Epoch 638/1000 148/148 [==============================] - 0s 68us/step - loss: 46582.2552 - mean_absolute_error: 181.0982 - val_loss: 85997.3684 - val_mean_absolute_error: 272.0097 Epoch 639/1000 148/148 [==============================] - 0s 68us/step - loss: 46547.7046 - mean_absolute_error: 181.0227 - val_loss: 85947.2688 - val_mean_absolute_error: 271.9263 Epoch 640/1000 148/148 [==============================] - 0s 74us/step - loss: 46515.7508 - mean_absolute_error: 180.9702 - val_loss: 85899.5166 - val_mean_absolute_error: 271.8470 Epoch 641/1000 148/148 [==============================] - 0s 81us/step - loss: 46487.2422 - mean_absolute_error: 180.9051 - val_loss: 85852.1263 - val_mean_absolute_error: 271.7685 Epoch 642/1000 148/148 [==============================] - 0s 74us/step - loss: 46457.1290 - mean_absolute_error: 180.8015 - val_loss: 85804.8275 - val_mean_absolute_error: 271.6880 Epoch 643/1000 148/148 [==============================] - 0s 68us/step - loss: 46425.3807 - mean_absolute_error: 180.7664 - val_loss: 85752.9113 - val_mean_absolute_error: 271.6018 Epoch 644/1000 148/148 [==============================] - 0s 68us/step - loss: 46394.6901 - mean_absolute_error: 180.7151 - val_loss: 85704.3669 - val_mean_absolute_error: 271.5210 Epoch 645/1000 148/148 [==============================] - 0s 74us/step - loss: 46363.3557 - mean_absolute_error: 180.6550 - val_loss: 85661.0009 - val_mean_absolute_error: 271.4487 Epoch 646/1000 148/148 [==============================] - 0s 74us/step - loss: 46335.2851 - mean_absolute_error: 180.5770 - val_loss: 85611.6553 - val_mean_absolute_error: 271.3665 Epoch 647/1000 148/148 [==============================] - 0s 68us/step - loss: 46305.3010 - mean_absolute_error: 180.5194 - val_loss: 85564.1697 - val_mean_absolute_error: 271.2867 Epoch 648/1000 148/148 [==============================] - 0s 68us/step - loss: 46276.2873 - mean_absolute_error: 180.4702 - val_loss: 85516.7269 - val_mean_absolute_error: 271.2075 Epoch 649/1000 148/148 [==============================] - 0s 74us/step - loss: 46245.2739 - mean_absolute_error: 180.4096 - val_loss: 85468.0638 - val_mean_absolute_error: 271.1261 Epoch 650/1000 148/148 [==============================] - 0s 74us/step - loss: 46215.5419 - mean_absolute_error: 180.3868 - val_loss: 85424.0703 - val_mean_absolute_error: 271.0543 Epoch 651/1000 148/148 [==============================] - 0s 61us/step - loss: 46186.4467 - mean_absolute_error: 180.2613 - val_loss: 85370.5922 - val_mean_absolute_error: 270.9642 Epoch 652/1000 148/148 [==============================] - 0s 81us/step - loss: 46153.7219 - mean_absolute_error: 180.2097 - val_loss: 85325.7413 - val_mean_absolute_error: 270.8888 Epoch 653/1000 148/148 [==============================] - 0s 68us/step - loss: 46125.5359 - mean_absolute_error: 180.1740 - val_loss: 85276.4362 - val_mean_absolute_error: 270.8068 Epoch 654/1000 148/148 [==============================] - 0s 68us/step - loss: 46095.1367 - mean_absolute_error: 180.1128 - val_loss: 85226.0831 - val_mean_absolute_error: 270.7228 Epoch 655/1000 148/148 [==============================] - 0s 74us/step - loss: 46064.1799 - mean_absolute_error: 180.0253 - val_loss: 85178.1113 - val_mean_absolute_error: 270.6431 Epoch 656/1000 148/148 [==============================] - 0s 74us/step - loss: 46033.3629 - mean_absolute_error: 179.9297 - val_loss: 85132.7516 - val_mean_absolute_error: 270.5686 Epoch 657/1000 148/148 [==============================] - 0s 68us/step - loss: 46004.5202 - mean_absolute_error: 179.8813 - val_loss: 85078.6212 - val_mean_absolute_error: 270.4775 Epoch 658/1000 148/148 [==============================] - 0s 74us/step - loss: 45973.6021 - mean_absolute_error: 179.8175 - val_loss: 85028.0391 - val_mean_absolute_error: 270.3923 Epoch 659/1000 148/148 [==============================] - 0s 81us/step - loss: 45939.3008 - mean_absolute_error: 179.7814 - val_loss: 84978.5491 - val_mean_absolute_error: 270.3094 Epoch 660/1000 148/148 [==============================] - 0s 74us/step - loss: 45909.0437 - mean_absolute_error: 179.7265 - val_loss: 84928.7906 - val_mean_absolute_error: 270.2261 Epoch 661/1000 148/148 [==============================] - 0s 74us/step - loss: 45878.4723 - mean_absolute_error: 179.6676 - val_loss: 84885.9791 - val_mean_absolute_error: 270.1546 Epoch 662/1000 148/148 [==============================] - 0s 61us/step - loss: 45851.7851 - mean_absolute_error: 179.6222 - val_loss: 84833.4931 - val_mean_absolute_error: 270.0667 Epoch 663/1000 148/148 [==============================] - 0s 68us/step - loss: 45819.5061 - mean_absolute_error: 179.5428 - val_loss: 84786.5081 - val_mean_absolute_error: 269.9881 Epoch 664/1000 148/148 [==============================] - 0s 88us/step - loss: 45790.1441 - mean_absolute_error: 179.5063 - val_loss: 84742.5884 - val_mean_absolute_error: 269.9153 Epoch 665/1000 148/148 [==============================] - 0s 74us/step - loss: 45761.8908 - mean_absolute_error: 179.4382 - val_loss: 84697.1747 - val_mean_absolute_error: 269.8399 Epoch 666/1000 148/148 [==============================] - 0s 74us/step - loss: 45733.0269 - mean_absolute_error: 179.3653 - val_loss: 84647.1947 - val_mean_absolute_error: 269.7563 Epoch 667/1000 148/148 [==============================] - 0s 74us/step - loss: 45701.9127 - mean_absolute_error: 179.2777 - val_loss: 84603.5163 - val_mean_absolute_error: 269.6831 Epoch 668/1000 148/148 [==============================] - 0s 81us/step - loss: 45674.9530 - mean_absolute_error: 179.1795 - val_loss: 84554.9766 - val_mean_absolute_error: 269.6013 Epoch 669/1000 148/148 [==============================] - 0s 74us/step - loss: 45645.1141 - mean_absolute_error: 179.0950 - val_loss: 84502.4028 - val_mean_absolute_error: 269.5126 Epoch 670/1000 148/148 [==============================] - 0s 61us/step - loss: 45614.1732 - mean_absolute_error: 179.0355 - val_loss: 84449.5675 - val_mean_absolute_error: 269.4243 Epoch 671/1000 148/148 [==============================] - 0s 68us/step - loss: 45581.0523 - mean_absolute_error: 179.0023 - val_loss: 84399.8056 - val_mean_absolute_error: 269.3404 Epoch 672/1000 148/148 [==============================] - 0s 74us/step - loss: 45551.1837 - mean_absolute_error: 178.9210 - val_loss: 84354.2419 - val_mean_absolute_error: 269.2642 Epoch 673/1000 148/148 [==============================] - 0s 74us/step - loss: 45521.5853 - mean_absolute_error: 178.8407 - val_loss: 84314.5234 - val_mean_absolute_error: 269.1982 Epoch 674/1000 148/148 [==============================] - 0s 68us/step - loss: 45495.6165 - mean_absolute_error: 178.8292 - val_loss: 84274.5684 - val_mean_absolute_error: 269.1317 Epoch 675/1000 148/148 [==============================] - 0s 74us/step - loss: 45472.1512 - mean_absolute_error: 178.7516 - val_loss: 84222.9184 - val_mean_absolute_error: 269.0446 Epoch 676/1000 148/148 [==============================] - 0s 68us/step - loss: 45439.1213 - mean_absolute_error: 178.6905 - val_loss: 84167.0597 - val_mean_absolute_error: 268.9498 Epoch 677/1000 148/148 [==============================] - 0s 74us/step - loss: 45403.9740 - mean_absolute_error: 178.6852 - val_loss: 84122.8950 - val_mean_absolute_error: 268.8755 Epoch 678/1000 148/148 [==============================] - 0s 68us/step - loss: 45375.8909 - mean_absolute_error: 178.6318 - val_loss: 84078.4903 - val_mean_absolute_error: 268.8005 Epoch 679/1000 148/148 [==============================] - 0s 68us/step - loss: 45347.8671 - mean_absolute_error: 178.6063 - val_loss: 84030.5259 - val_mean_absolute_error: 268.7202 Epoch 680/1000 148/148 [==============================] - 0s 68us/step - loss: 45318.4607 - mean_absolute_error: 178.5366 - val_loss: 83984.9041 - val_mean_absolute_error: 268.6431 Epoch 681/1000 148/148 [==============================] - 0s 61us/step - loss: 45290.8783 - mean_absolute_error: 178.4557 - val_loss: 83938.7681 - val_mean_absolute_error: 268.5653 Epoch 682/1000 148/148 [==============================] - 0s 74us/step - loss: 45261.7083 - mean_absolute_error: 178.4249 - val_loss: 83889.9925 - val_mean_absolute_error: 268.4826 Epoch 683/1000 148/148 [==============================] - 0s 61us/step - loss: 45231.7629 - mean_absolute_error: 178.3599 - val_loss: 83840.3741 - val_mean_absolute_error: 268.3996 Epoch 684/1000 148/148 [==============================] - 0s 74us/step - loss: 45201.9544 - mean_absolute_error: 178.2730 - val_loss: 83801.7019 - val_mean_absolute_error: 268.3349 Epoch 685/1000 148/148 [==============================] - 0s 68us/step - loss: 45174.1643 - mean_absolute_error: 178.2175 - val_loss: 83749.4559 - val_mean_absolute_error: 268.2465 Epoch 686/1000 148/148 [==============================] - 0s 101us/step - loss: 45142.6869 - mean_absolute_error: 178.1702 - val_loss: 83701.4084 - val_mean_absolute_error: 268.1653 Epoch 687/1000 148/148 [==============================] - 0s 122us/step - loss: 45113.1077 - mean_absolute_error: 178.1136 - val_loss: 83649.8306 - val_mean_absolute_error: 268.0781 Epoch 688/1000 148/148 [==============================] - 0s 88us/step - loss: 45081.7593 - mean_absolute_error: 178.0434 - val_loss: 83605.3003 - val_mean_absolute_error: 268.0021 Epoch 689/1000 148/148 [==============================] - 0s 95us/step - loss: 45051.8959 - mean_absolute_error: 178.0227 - val_loss: 83563.9069 - val_mean_absolute_error: 267.9324 Epoch 690/1000 148/148 [==============================] - 0s 88us/step - loss: 45026.0179 - mean_absolute_error: 177.9529 - val_loss: 83519.7897 - val_mean_absolute_error: 267.8577 Epoch 691/1000 148/148 [==============================] - 0s 81us/step - loss: 44997.8353 - mean_absolute_error: 177.9076 - val_loss: 83472.8100 - val_mean_absolute_error: 267.7787 Epoch 692/1000 148/148 [==============================] - 0s 68us/step - loss: 44968.3583 - mean_absolute_error: 177.8258 - val_loss: 83430.7416 - val_mean_absolute_error: 267.7087 Epoch 693/1000 148/148 [==============================] - 0s 88us/step - loss: 44942.6336 - mean_absolute_error: 177.7307 - val_loss: 83385.8972 - val_mean_absolute_error: 267.6334 Epoch 694/1000 148/148 [==============================] - 0s 88us/step - loss: 44914.4108 - mean_absolute_error: 177.6576 - val_loss: 83336.0444 - val_mean_absolute_error: 267.5488 Epoch 695/1000 148/148 [==============================] - 0s 101us/step - loss: 44884.4036 - mean_absolute_error: 177.6045 - val_loss: 83282.1172 - val_mean_absolute_error: 267.4572 Epoch 696/1000 148/148 [==============================] - 0s 101us/step - loss: 44851.2982 - mean_absolute_error: 177.5451 - val_loss: 83233.5353 - val_mean_absolute_error: 267.3745 Epoch 697/1000 148/148 [==============================] - 0s 115us/step - loss: 44822.4316 - mean_absolute_error: 177.5037 - val_loss: 83189.0634 - val_mean_absolute_error: 267.2991 Epoch 698/1000 148/148 [==============================] - 0s 88us/step - loss: 44793.7889 - mean_absolute_error: 177.4467 - val_loss: 83142.2091 - val_mean_absolute_error: 267.2201 Epoch 699/1000 148/148 [==============================] - 0s 101us/step - loss: 44762.9633 - mean_absolute_error: 177.3549 - val_loss: 83094.6837 - val_mean_absolute_error: 267.1390 Epoch 700/1000 148/148 [==============================] - 0s 101us/step - loss: 44733.7455 - mean_absolute_error: 177.3151 - val_loss: 83044.6603 - val_mean_absolute_error: 267.0541 Epoch 701/1000 148/148 [==============================] - 0s 115us/step - loss: 44704.3453 - mean_absolute_error: 177.2802 - val_loss: 83001.1469 - val_mean_absolute_error: 266.9805 Epoch 702/1000 148/148 [==============================] - 0s 122us/step - loss: 44678.2091 - mean_absolute_error: 177.1400 - val_loss: 82950.5569 - val_mean_absolute_error: 266.8948 Epoch 703/1000 148/148 [==============================] - 0s 122us/step - loss: 44645.6869 - mean_absolute_error: 177.1245 - val_loss: 82907.6206 - val_mean_absolute_error: 266.8236 Epoch 704/1000 148/148 [==============================] - 0s 115us/step - loss: 44616.3912 - mean_absolute_error: 176.9837 - val_loss: 82863.1850 - val_mean_absolute_error: 266.7482 Epoch 705/1000 148/148 [==============================] - 0s 115us/step - loss: 44588.7176 - mean_absolute_error: 176.9101 - val_loss: 82812.4206 - val_mean_absolute_error: 266.6617 Epoch 706/1000 148/148 [==============================] - 0s 101us/step - loss: 44557.4203 - mean_absolute_error: 176.8662 - val_loss: 82764.2700 - val_mean_absolute_error: 266.5799 Epoch 707/1000 148/148 [==============================] - 0s 108us/step - loss: 44529.3054 - mean_absolute_error: 176.8019 - val_loss: 82717.2681 - val_mean_absolute_error: 266.4993 Epoch 708/1000 148/148 [==============================] - 0s 135us/step - loss: 44497.8249 - mean_absolute_error: 176.7802 - val_loss: 82672.2347 - val_mean_absolute_error: 266.4223 Epoch 709/1000 148/148 [==============================] - 0s 155us/step - loss: 44470.3152 - mean_absolute_error: 176.7377 - val_loss: 82622.6203 - val_mean_absolute_error: 266.3378 Epoch 710/1000 148/148 [==============================] - 0s 101us/step - loss: 44439.5031 - mean_absolute_error: 176.6913 - val_loss: 82577.3150 - val_mean_absolute_error: 266.2611 Epoch 711/1000 148/148 [==============================] - 0s 95us/step - loss: 44410.6534 - mean_absolute_error: 176.6051 - val_loss: 82528.0272 - val_mean_absolute_error: 266.1770 Epoch 712/1000 148/148 [==============================] - 0s 74us/step - loss: 44381.1802 - mean_absolute_error: 176.5456 - val_loss: 82487.0541 - val_mean_absolute_error: 266.1073 Epoch 713/1000 148/148 [==============================] - 0s 74us/step - loss: 44354.2047 - mean_absolute_error: 176.4928 - val_loss: 82434.1147 - val_mean_absolute_error: 266.0167 Epoch 714/1000 148/148 [==============================] - 0s 68us/step - loss: 44322.3299 - mean_absolute_error: 176.4120 - val_loss: 82385.6525 - val_mean_absolute_error: 265.9343 Epoch 715/1000 148/148 [==============================] - 0s 68us/step - loss: 44291.7042 - mean_absolute_error: 176.3175 - val_loss: 82343.1212 - val_mean_absolute_error: 265.8617 Epoch 716/1000 148/148 [==============================] - 0s 68us/step - loss: 44266.5847 - mean_absolute_error: 176.2629 - val_loss: 82293.2847 - val_mean_absolute_error: 265.7766 Epoch 717/1000 148/148 [==============================] - 0s 68us/step - loss: 44235.2576 - mean_absolute_error: 176.2128 - val_loss: 82254.5106 - val_mean_absolute_error: 265.7101 Epoch 718/1000 148/148 [==============================] - 0s 68us/step - loss: 44210.3904 - mean_absolute_error: 176.1561 - val_loss: 82204.2044 - val_mean_absolute_error: 265.6238 Epoch 719/1000 148/148 [==============================] - 0s 61us/step - loss: 44179.8682 - mean_absolute_error: 176.1074 - val_loss: 82153.5931 - val_mean_absolute_error: 265.5366 Epoch 720/1000 148/148 [==============================] - 0s 74us/step - loss: 44150.0457 - mean_absolute_error: 175.9978 - val_loss: 82102.7594 - val_mean_absolute_error: 265.4494 Epoch 721/1000 148/148 [==============================] - 0s 74us/step - loss: 44119.3166 - mean_absolute_error: 175.9506 - val_loss: 82059.6572 - val_mean_absolute_error: 265.3757 Epoch 722/1000 148/148 [==============================] - 0s 68us/step - loss: 44090.6721 - mean_absolute_error: 175.9117 - val_loss: 82010.3484 - val_mean_absolute_error: 265.2910 Epoch 723/1000 148/148 [==============================] - 0s 68us/step - loss: 44063.0162 - mean_absolute_error: 175.9026 - val_loss: 81971.7450 - val_mean_absolute_error: 265.2238 Epoch 724/1000 148/148 [==============================] - 0s 74us/step - loss: 44036.3948 - mean_absolute_error: 175.7643 - val_loss: 81918.9563 - val_mean_absolute_error: 265.1331 Epoch 725/1000 148/148 [==============================] - 0s 68us/step - loss: 44003.1598 - mean_absolute_error: 175.7119 - val_loss: 81873.6278 - val_mean_absolute_error: 265.0563 Epoch 726/1000 148/148 [==============================] - 0s 74us/step - loss: 43975.4795 - mean_absolute_error: 175.6539 - val_loss: 81836.3906 - val_mean_absolute_error: 264.9915 Epoch 727/1000 148/148 [==============================] - 0s 74us/step - loss: 43952.6448 - mean_absolute_error: 175.5657 - val_loss: 81790.7050 - val_mean_absolute_error: 264.9131 Epoch 728/1000 148/148 [==============================] - 0s 61us/step - loss: 43925.1761 - mean_absolute_error: 175.5186 - val_loss: 81741.8428 - val_mean_absolute_error: 264.8291 Epoch 729/1000 148/148 [==============================] - 0s 74us/step - loss: 43893.2116 - mean_absolute_error: 175.4489 - val_loss: 81693.9497 - val_mean_absolute_error: 264.7466 Epoch 730/1000 148/148 [==============================] - 0s 88us/step - loss: 43864.2388 - mean_absolute_error: 175.3758 - val_loss: 81649.8247 - val_mean_absolute_error: 264.6709 Epoch 731/1000 148/148 [==============================] - 0s 88us/step - loss: 43836.3018 - mean_absolute_error: 175.3585 - val_loss: 81605.9156 - val_mean_absolute_error: 264.5955 Epoch 732/1000 148/148 [==============================] - 0s 81us/step - loss: 43809.5171 - mean_absolute_error: 175.3065 - val_loss: 81555.5175 - val_mean_absolute_error: 264.5086 Epoch 733/1000 148/148 [==============================] - 0s 81us/step - loss: 43778.9937 - mean_absolute_error: 175.2573 - val_loss: 81511.5756 - val_mean_absolute_error: 264.4339 Epoch 734/1000 148/148 [==============================] - 0s 88us/step - loss: 43751.8339 - mean_absolute_error: 175.1571 - val_loss: 81460.5303 - val_mean_absolute_error: 264.3458 Epoch 735/1000 148/148 [==============================] - 0s 74us/step - loss: 43718.1770 - mean_absolute_error: 175.0948 - val_loss: 81415.0681 - val_mean_absolute_error: 264.2674 Epoch 736/1000 148/148 [==============================] - 0s 74us/step - loss: 43689.4929 - mean_absolute_error: 175.0695 - val_loss: 81364.8522 - val_mean_absolute_error: 264.1812 Epoch 737/1000 148/148 [==============================] - 0s 61us/step - loss: 43658.9670 - mean_absolute_error: 175.0309 - val_loss: 81314.1481 - val_mean_absolute_error: 264.0938 Epoch 738/1000 148/148 [==============================] - 0s 88us/step - loss: 43628.3813 - mean_absolute_error: 174.9539 - val_loss: 81269.4047 - val_mean_absolute_error: 264.0167 Epoch 739/1000 148/148 [==============================] - 0s 88us/step - loss: 43600.0078 - mean_absolute_error: 174.9173 - val_loss: 81226.0959 - val_mean_absolute_error: 263.9425 Epoch 740/1000 148/148 [==============================] - 0s 81us/step - loss: 43573.4282 - mean_absolute_error: 174.9024 - val_loss: 81178.4919 - val_mean_absolute_error: 263.8604 Epoch 741/1000 148/148 [==============================] - 0s 74us/step - loss: 43544.4496 - mean_absolute_error: 174.8615 - val_loss: 81131.2947 - val_mean_absolute_error: 263.7791 Epoch 742/1000 148/148 [==============================] - 0s 74us/step - loss: 43515.2885 - mean_absolute_error: 174.7958 - val_loss: 81090.4588 - val_mean_absolute_error: 263.7083 Epoch 743/1000 148/148 [==============================] - 0s 95us/step - loss: 43488.7043 - mean_absolute_error: 174.7375 - val_loss: 81045.9787 - val_mean_absolute_error: 263.6317 Epoch 744/1000 148/148 [==============================] - 0s 81us/step - loss: 43460.2800 - mean_absolute_error: 174.6394 - val_loss: 81000.0141 - val_mean_absolute_error: 263.5529 Epoch 745/1000 148/148 [==============================] - 0s 68us/step - loss: 43431.3119 - mean_absolute_error: 174.5516 - val_loss: 80953.5497 - val_mean_absolute_error: 263.4730 Epoch 746/1000 148/148 [==============================] - 0s 61us/step - loss: 43403.5322 - mean_absolute_error: 174.4904 - val_loss: 80909.6925 - val_mean_absolute_error: 263.3961 Epoch 747/1000 148/148 [==============================] - 0s 74us/step - loss: 43375.6535 - mean_absolute_error: 174.4231 - val_loss: 80861.8084 - val_mean_absolute_error: 263.3132 Epoch 748/1000 148/148 [==============================] - 0s 68us/step - loss: 43347.1593 - mean_absolute_error: 174.3691 - val_loss: 80812.4731 - val_mean_absolute_error: 263.2279 Epoch 749/1000 148/148 [==============================] - 0s 68us/step - loss: 43317.9442 - mean_absolute_error: 174.3274 - val_loss: 80758.9547 - val_mean_absolute_error: 263.1350 Epoch 750/1000 148/148 [==============================] - 0s 74us/step - loss: 43284.2918 - mean_absolute_error: 174.2614 - val_loss: 80718.4153 - val_mean_absolute_error: 263.0650 Epoch 751/1000 148/148 [==============================] - 0s 68us/step - loss: 43258.5577 - mean_absolute_error: 174.2087 - val_loss: 80672.2734 - val_mean_absolute_error: 262.9848 Epoch 752/1000 148/148 [==============================] - 0s 68us/step - loss: 43230.0800 - mean_absolute_error: 174.1416 - val_loss: 80626.2703 - val_mean_absolute_error: 262.9042 Epoch 753/1000 148/148 [==============================] - 0s 68us/step - loss: 43201.0695 - mean_absolute_error: 174.0355 - val_loss: 80576.3469 - val_mean_absolute_error: 262.8176 Epoch 754/1000 148/148 [==============================] - 0s 68us/step - loss: 43170.2903 - mean_absolute_error: 174.0006 - val_loss: 80524.8666 - val_mean_absolute_error: 262.7284 Epoch 755/1000 148/148 [==============================] - 0s 68us/step - loss: 43143.9520 - mean_absolute_error: 173.9406 - val_loss: 80481.4150 - val_mean_absolute_error: 262.6528 Epoch 756/1000 148/148 [==============================] - 0s 81us/step - loss: 43112.2709 - mean_absolute_error: 173.9326 - val_loss: 80437.6866 - val_mean_absolute_error: 262.5771 Epoch 757/1000 148/148 [==============================] - 0s 81us/step - loss: 43084.2061 - mean_absolute_error: 173.8911 - val_loss: 80397.4238 - val_mean_absolute_error: 262.5082 Epoch 758/1000 148/148 [==============================] - 0s 81us/step - loss: 43058.5022 - mean_absolute_error: 173.8254 - val_loss: 80355.6494 - val_mean_absolute_error: 262.4354 Epoch 759/1000 148/148 [==============================] - 0s 81us/step - loss: 43033.4852 - mean_absolute_error: 173.7753 - val_loss: 80311.5644 - val_mean_absolute_error: 262.3588 Epoch 760/1000 148/148 [==============================] - 0s 68us/step - loss: 43004.7861 - mean_absolute_error: 173.7555 - val_loss: 80258.8091 - val_mean_absolute_error: 262.2677 Epoch 761/1000 148/148 [==============================] - 0s 95us/step - loss: 42973.6945 - mean_absolute_error: 173.6388 - val_loss: 80212.8638 - val_mean_absolute_error: 262.1880 Epoch 762/1000 148/148 [==============================] - 0s 95us/step - loss: 42944.6273 - mean_absolute_error: 173.5769 - val_loss: 80167.8813 - val_mean_absolute_error: 262.1112 Epoch 763/1000 148/148 [==============================] - 0s 74us/step - loss: 42917.1063 - mean_absolute_error: 173.5726 - val_loss: 80121.2231 - val_mean_absolute_error: 262.0311 Epoch 764/1000 148/148 [==============================] - 0s 81us/step - loss: 42889.7747 - mean_absolute_error: 173.5072 - val_loss: 80069.4384 - val_mean_absolute_error: 261.9424 Epoch 765/1000 148/148 [==============================] - 0s 74us/step - loss: 42857.1587 - mean_absolute_error: 173.4284 - val_loss: 80021.7994 - val_mean_absolute_error: 261.8610 Epoch 766/1000 148/148 [==============================] - 0s 81us/step - loss: 42830.1440 - mean_absolute_error: 173.3860 - val_loss: 79975.2578 - val_mean_absolute_error: 261.7830 Epoch 767/1000 148/148 [==============================] - 0s 74us/step - loss: 42799.0276 - mean_absolute_error: 173.3687 - val_loss: 79937.9891 - val_mean_absolute_error: 261.7183 Epoch 768/1000 148/148 [==============================] - 0s 88us/step - loss: 42775.1878 - mean_absolute_error: 173.3103 - val_loss: 79892.2244 - val_mean_absolute_error: 261.6402 Epoch 769/1000 148/148 [==============================] - 0s 74us/step - loss: 42748.0039 - mean_absolute_error: 173.2775 - val_loss: 79842.5466 - val_mean_absolute_error: 261.5567 Epoch 770/1000 148/148 [==============================] - 0s 81us/step - loss: 42718.0519 - mean_absolute_error: 173.2692 - val_loss: 79797.4884 - val_mean_absolute_error: 261.4789 Epoch 771/1000 148/148 [==============================] - 0s 74us/step - loss: 42690.7030 - mean_absolute_error: 173.2060 - val_loss: 79759.9987 - val_mean_absolute_error: 261.4143 Epoch 772/1000 148/148 [==============================] - 0s 88us/step - loss: 42666.6258 - mean_absolute_error: 173.1206 - val_loss: 79711.5184 - val_mean_absolute_error: 261.3299 Epoch 773/1000 148/148 [==============================] - 0s 74us/step - loss: 42635.4141 - mean_absolute_error: 173.0367 - val_loss: 79658.9406 - val_mean_absolute_error: 261.2395 Epoch 774/1000 148/148 [==============================] - 0s 81us/step - loss: 42603.7119 - mean_absolute_error: 172.9680 - val_loss: 79612.4222 - val_mean_absolute_error: 261.1596 Epoch 775/1000 148/148 [==============================] - 0s 81us/step - loss: 42575.7267 - mean_absolute_error: 172.9115 - val_loss: 79573.9016 - val_mean_absolute_error: 261.0927 Epoch 776/1000 148/148 [==============================] - 0s 74us/step - loss: 42550.6075 - mean_absolute_error: 172.8085 - val_loss: 79528.1697 - val_mean_absolute_error: 261.0146 Epoch 777/1000 148/148 [==============================] - 0s 81us/step - loss: 42523.3184 - mean_absolute_error: 172.7511 - val_loss: 79481.6256 - val_mean_absolute_error: 260.9360 Epoch 778/1000 148/148 [==============================] - 0s 74us/step - loss: 42494.2275 - mean_absolute_error: 172.7499 - val_loss: 79438.8806 - val_mean_absolute_error: 260.8623 Epoch 779/1000 148/148 [==============================] - 0s 95us/step - loss: 42467.7435 - mean_absolute_error: 172.6968 - val_loss: 79397.6747 - val_mean_absolute_error: 260.7916 Epoch 780/1000 148/148 [==============================] - 0s 95us/step - loss: 42442.1293 - mean_absolute_error: 172.6292 - val_loss: 79350.7122 - val_mean_absolute_error: 260.7104 Epoch 781/1000 148/148 [==============================] - 0s 95us/step - loss: 42412.2241 - mean_absolute_error: 172.5372 - val_loss: 79305.0712 - val_mean_absolute_error: 260.6318 Epoch 782/1000 148/148 [==============================] - 0s 101us/step - loss: 42384.8643 - mean_absolute_error: 172.5104 - val_loss: 79255.2881 - val_mean_absolute_error: 260.5457 Epoch 783/1000 148/148 [==============================] - 0s 128us/step - loss: 42354.4313 - mean_absolute_error: 172.4142 - val_loss: 79208.8859 - val_mean_absolute_error: 260.4651 Epoch 784/1000 148/148 [==============================] - 0s 122us/step - loss: 42325.3070 - mean_absolute_error: 172.3403 - val_loss: 79167.6853 - val_mean_absolute_error: 260.3943 Epoch 785/1000 148/148 [==============================] - 0s 128us/step - loss: 42298.7366 - mean_absolute_error: 172.2512 - val_loss: 79119.3097 - val_mean_absolute_error: 260.3091 Epoch 786/1000 148/148 [==============================] - 0s 115us/step - loss: 42268.9188 - mean_absolute_error: 172.1287 - val_loss: 79073.1000 - val_mean_absolute_error: 260.2291 Epoch 787/1000 148/148 [==============================] - 0s 101us/step - loss: 42240.0963 - mean_absolute_error: 172.0768 - val_loss: 79031.0741 - val_mean_absolute_error: 260.1563 Epoch 788/1000 148/148 [==============================] - 0s 108us/step - loss: 42214.1135 - mean_absolute_error: 171.9837 - val_loss: 78988.2353 - val_mean_absolute_error: 260.0828 Epoch 789/1000 148/148 [==============================] - 0s 101us/step - loss: 42186.8290 - mean_absolute_error: 171.9175 - val_loss: 78935.4306 - val_mean_absolute_error: 259.9921 Epoch 790/1000 148/148 [==============================] - 0s 128us/step - loss: 42155.1078 - mean_absolute_error: 171.8519 - val_loss: 78891.8959 - val_mean_absolute_error: 259.9174 Epoch 791/1000 148/148 [==============================] - 0s 128us/step - loss: 42131.6696 - mean_absolute_error: 171.8423 - val_loss: 78842.2559 - val_mean_absolute_error: 259.8329 Epoch 792/1000 148/148 [==============================] - 0s 128us/step - loss: 42099.5924 - mean_absolute_error: 171.7810 - val_loss: 78800.5909 - val_mean_absolute_error: 259.7590 Epoch 793/1000 148/148 [==============================] - 0s 95us/step - loss: 42074.8432 - mean_absolute_error: 171.7094 - val_loss: 78754.0006 - val_mean_absolute_error: 259.6793 Epoch 794/1000 148/148 [==============================] - 0s 115us/step - loss: 42043.5175 - mean_absolute_error: 171.6574 - val_loss: 78710.0269 - val_mean_absolute_error: 259.6026 Epoch 795/1000 148/148 [==============================] - 0s 108us/step - loss: 42016.9733 - mean_absolute_error: 171.5523 - val_loss: 78662.7769 - val_mean_absolute_error: 259.5205 Epoch 796/1000 148/148 [==============================] - 0s 122us/step - loss: 41987.3644 - mean_absolute_error: 171.4560 - val_loss: 78615.3134 - val_mean_absolute_error: 259.4393 Epoch 797/1000 148/148 [==============================] - 0s 115us/step - loss: 41959.6677 - mean_absolute_error: 171.4323 - val_loss: 78569.3244 - val_mean_absolute_error: 259.3596 Epoch 798/1000 148/148 [==============================] - 0s 101us/step - loss: 41930.3994 - mean_absolute_error: 171.3238 - val_loss: 78526.6128 - val_mean_absolute_error: 259.2852 Epoch 799/1000 148/148 [==============================] - 0s 101us/step - loss: 41904.3547 - mean_absolute_error: 171.2636 - val_loss: 78477.0766 - val_mean_absolute_error: 259.1995 Epoch 800/1000 148/148 [==============================] - 0s 115us/step - loss: 41873.7505 - mean_absolute_error: 171.1933 - val_loss: 78428.5997 - val_mean_absolute_error: 259.1155 Epoch 801/1000 148/148 [==============================] - 0s 101us/step - loss: 41846.6163 - mean_absolute_error: 171.1304 - val_loss: 78392.6650 - val_mean_absolute_error: 259.0515 Epoch 802/1000 148/148 [==============================] - 0s 95us/step - loss: 41821.4897 - mean_absolute_error: 171.0547 - val_loss: 78345.7531 - val_mean_absolute_error: 258.9702 Epoch 803/1000 148/148 [==============================] - 0s 128us/step - loss: 41792.5820 - mean_absolute_error: 170.9951 - val_loss: 78294.0125 - val_mean_absolute_error: 258.8805 Epoch 804/1000 148/148 [==============================] - 0s 81us/step - loss: 41760.8915 - mean_absolute_error: 170.9191 - val_loss: 78253.7091 - val_mean_absolute_error: 258.8101 Epoch 805/1000 148/148 [==============================] - 0s 108us/step - loss: 41734.3420 - mean_absolute_error: 170.8344 - val_loss: 78204.4891 - val_mean_absolute_error: 258.7250 Epoch 806/1000 148/148 [==============================] - 0s 74us/step - loss: 41706.8295 - mean_absolute_error: 170.7614 - val_loss: 78158.9187 - val_mean_absolute_error: 258.6461 Epoch 807/1000 148/148 [==============================] - 0s 95us/step - loss: 41678.7925 - mean_absolute_error: 170.7188 - val_loss: 78119.0303 - val_mean_absolute_error: 258.5758 Epoch 808/1000 148/148 [==============================] - 0s 95us/step - loss: 41654.5353 - mean_absolute_error: 170.6436 - val_loss: 78075.3459 - val_mean_absolute_error: 258.4999 Epoch 809/1000 148/148 [==============================] - 0s 115us/step - loss: 41626.1697 - mean_absolute_error: 170.5957 - val_loss: 78027.5366 - val_mean_absolute_error: 258.4168 Epoch 810/1000 148/148 [==============================] - 0s 108us/step - loss: 41597.4780 - mean_absolute_error: 170.5158 - val_loss: 77979.3297 - val_mean_absolute_error: 258.3343 Epoch 811/1000 148/148 [==============================] - 0s 115us/step - loss: 41565.5425 - mean_absolute_error: 170.4981 - val_loss: 77940.4381 - val_mean_absolute_error: 258.2666 Epoch 812/1000 148/148 [==============================] - 0s 88us/step - loss: 41540.8863 - mean_absolute_error: 170.4278 - val_loss: 77891.1138 - val_mean_absolute_error: 258.1807 Epoch 813/1000 148/148 [==============================] - 0s 108us/step - loss: 41511.9011 - mean_absolute_error: 170.3750 - val_loss: 77848.3744 - val_mean_absolute_error: 258.1061 Epoch 814/1000 148/148 [==============================] - 0s 108us/step - loss: 41485.0851 - mean_absolute_error: 170.3167 - val_loss: 77807.2469 - val_mean_absolute_error: 258.0345 Epoch 815/1000 148/148 [==============================] - 0s 88us/step - loss: 41459.2001 - mean_absolute_error: 170.2523 - val_loss: 77761.8647 - val_mean_absolute_error: 257.9568 Epoch 816/1000 148/148 [==============================] - 0s 101us/step - loss: 41431.6868 - mean_absolute_error: 170.2531 - val_loss: 77713.3309 - val_mean_absolute_error: 257.8723 Epoch 817/1000 148/148 [==============================] - 0s 95us/step - loss: 41401.6390 - mean_absolute_error: 170.1965 - val_loss: 77664.9569 - val_mean_absolute_error: 257.7881 Epoch 818/1000 148/148 [==============================] - 0s 95us/step - loss: 41372.3795 - mean_absolute_error: 170.1173 - val_loss: 77619.0253 - val_mean_absolute_error: 257.7087 Epoch 819/1000 148/148 [==============================] - 0s 128us/step - loss: 41344.3715 - mean_absolute_error: 170.0740 - val_loss: 77573.8153 - val_mean_absolute_error: 257.6296 Epoch 820/1000 148/148 [==============================] - 0s 135us/step - loss: 41317.6678 - mean_absolute_error: 170.0347 - val_loss: 77531.1434 - val_mean_absolute_error: 257.5568 Epoch 821/1000 148/148 [==============================] - 0s 101us/step - loss: 41289.3187 - mean_absolute_error: 169.9617 - val_loss: 77479.4316 - val_mean_absolute_error: 257.4678 Epoch 822/1000 148/148 [==============================] - 0s 95us/step - loss: 41261.0936 - mean_absolute_error: 169.9496 - val_loss: 77437.3081 - val_mean_absolute_error: 257.3948 Epoch 823/1000 148/148 [==============================] - 0s 101us/step - loss: 41233.5246 - mean_absolute_error: 169.9168 - val_loss: 77396.7863 - val_mean_absolute_error: 257.3224 Epoch 824/1000 148/148 [==============================] - 0s 81us/step - loss: 41208.3022 - mean_absolute_error: 169.8196 - val_loss: 77350.5344 - val_mean_absolute_error: 257.2429 Epoch 825/1000 148/148 [==============================] - 0s 182us/step - loss: 41179.1262 - mean_absolute_error: 169.7782 - val_loss: 77305.8756 - val_mean_absolute_error: 257.1647 Epoch 826/1000 148/148 [==============================] - 0s 169us/step - loss: 41152.4799 - mean_absolute_error: 169.7166 - val_loss: 77260.7891 - val_mean_absolute_error: 257.0865 Epoch 827/1000 148/148 [==============================] - 0s 135us/step - loss: 41124.8074 - mean_absolute_error: 169.6630 - val_loss: 77218.3788 - val_mean_absolute_error: 257.0121 Epoch 828/1000 148/148 [==============================] - 0s 115us/step - loss: 41097.0726 - mean_absolute_error: 169.5713 - val_loss: 77172.1697 - val_mean_absolute_error: 256.9314 Epoch 829/1000 148/148 [==============================] - 0s 142us/step - loss: 41068.9317 - mean_absolute_error: 169.5124 - val_loss: 77123.8219 - val_mean_absolute_error: 256.8470 Epoch 830/1000 148/148 [==============================] - 0s 115us/step - loss: 41039.1082 - mean_absolute_error: 169.4575 - val_loss: 77081.1516 - val_mean_absolute_error: 256.7719 Epoch 831/1000 148/148 [==============================] - 0s 122us/step - loss: 41014.9600 - mean_absolute_error: 169.3523 - val_loss: 77034.0731 - val_mean_absolute_error: 256.6912 Epoch 832/1000 148/148 [==============================] - 0s 122us/step - loss: 40984.9618 - mean_absolute_error: 169.3486 - val_loss: 76986.0731 - val_mean_absolute_error: 256.6070 Epoch 833/1000 148/148 [==============================] - 0s 135us/step - loss: 40954.6341 - mean_absolute_error: 169.2952 - val_loss: 76941.3750 - val_mean_absolute_error: 256.5285 Epoch 834/1000 148/148 [==============================] - 0s 101us/step - loss: 40927.3727 - mean_absolute_error: 169.2132 - val_loss: 76898.0887 - val_mean_absolute_error: 256.4531 Epoch 835/1000 148/148 [==============================] - 0s 88us/step - loss: 40902.2548 - mean_absolute_error: 169.1786 - val_loss: 76847.7606 - val_mean_absolute_error: 256.3648 Epoch 836/1000 148/148 [==============================] - 0s 81us/step - loss: 40871.8582 - mean_absolute_error: 169.1323 - val_loss: 76803.2431 - val_mean_absolute_error: 256.2866 Epoch 837/1000 148/148 [==============================] - 0s 88us/step - loss: 40844.4236 - mean_absolute_error: 169.0790 - val_loss: 76760.4619 - val_mean_absolute_error: 256.2129 Epoch 838/1000 148/148 [==============================] - 0s 95us/step - loss: 40819.0376 - mean_absolute_error: 169.0213 - val_loss: 76714.6691 - val_mean_absolute_error: 256.1324 Epoch 839/1000 148/148 [==============================] - 0s 81us/step - loss: 40791.0459 - mean_absolute_error: 168.9494 - val_loss: 76671.5891 - val_mean_absolute_error: 256.0583 Epoch 840/1000 148/148 [==============================] - 0s 95us/step - loss: 40762.4906 - mean_absolute_error: 168.9483 - val_loss: 76629.4006 - val_mean_absolute_error: 255.9836 Epoch 841/1000 148/148 [==============================] - 0s 95us/step - loss: 40736.6332 - mean_absolute_error: 168.8875 - val_loss: 76583.4456 - val_mean_absolute_error: 255.9031 Epoch 842/1000 148/148 [==============================] - 0s 101us/step - loss: 40708.9182 - mean_absolute_error: 168.8537 - val_loss: 76537.5319 - val_mean_absolute_error: 255.8220 Epoch 843/1000 148/148 [==============================] - 0s 95us/step - loss: 40680.0660 - mean_absolute_error: 168.7666 - val_loss: 76493.3091 - val_mean_absolute_error: 255.7437 Epoch 844/1000 148/148 [==============================] - 0s 101us/step - loss: 40653.9607 - mean_absolute_error: 168.7287 - val_loss: 76447.7306 - val_mean_absolute_error: 255.6621 Epoch 845/1000 148/148 [==============================] - 0s 95us/step - loss: 40625.6623 - mean_absolute_error: 168.6394 - val_loss: 76406.4391 - val_mean_absolute_error: 255.5893 Epoch 846/1000 148/148 [==============================] - 0s 101us/step - loss: 40601.4998 - mean_absolute_error: 168.5857 - val_loss: 76355.9728 - val_mean_absolute_error: 255.5019 Epoch 847/1000 148/148 [==============================] - 0s 101us/step - loss: 40570.5800 - mean_absolute_error: 168.5642 - val_loss: 76309.0047 - val_mean_absolute_error: 255.4193 Epoch 848/1000 148/148 [==============================] - 0s 88us/step - loss: 40541.6123 - mean_absolute_error: 168.5279 - val_loss: 76265.7666 - val_mean_absolute_error: 255.3431 Epoch 849/1000 148/148 [==============================] - 0s 101us/step - loss: 40514.6590 - mean_absolute_error: 168.4640 - val_loss: 76220.8456 - val_mean_absolute_error: 255.2617 Epoch 850/1000 148/148 [==============================] - 0s 74us/step - loss: 40488.5986 - mean_absolute_error: 168.4059 - val_loss: 76176.0422 - val_mean_absolute_error: 255.1817 Epoch 851/1000 148/148 [==============================] - 0s 101us/step - loss: 40459.7023 - mean_absolute_error: 168.3095 - val_loss: 76127.6862 - val_mean_absolute_error: 255.0965 Epoch 852/1000 148/148 [==============================] - 0s 88us/step - loss: 40430.9468 - mean_absolute_error: 168.2396 - val_loss: 76081.4669 - val_mean_absolute_error: 255.0149 Epoch 853/1000 148/148 [==============================] - 0s 101us/step - loss: 40402.0955 - mean_absolute_error: 168.1838 - val_loss: 76037.8734 - val_mean_absolute_error: 254.9381 Epoch 854/1000 148/148 [==============================] - 0s 108us/step - loss: 40375.0883 - mean_absolute_error: 168.1263 - val_loss: 75989.9891 - val_mean_absolute_error: 254.8523 Epoch 855/1000 148/148 [==============================] - 0s 128us/step - loss: 40347.3389 - mean_absolute_error: 168.0460 - val_loss: 75943.3747 - val_mean_absolute_error: 254.7712 Epoch 856/1000 148/148 [==============================] - 0s 108us/step - loss: 40317.5390 - mean_absolute_error: 168.0258 - val_loss: 75901.2678 - val_mean_absolute_error: 254.6965 Epoch 857/1000 148/148 [==============================] - 0s 88us/step - loss: 40291.8919 - mean_absolute_error: 167.9801 - val_loss: 75861.3750 - val_mean_absolute_error: 254.6255 Epoch 858/1000 148/148 [==============================] - 0s 324us/step - loss: 40266.7803 - mean_absolute_error: 167.8945 - val_loss: 75821.5947 - val_mean_absolute_error: 254.5557 Epoch 859/1000 148/148 [==============================] - 0s 155us/step - loss: 40243.6659 - mean_absolute_error: 167.8289 - val_loss: 75772.4350 - val_mean_absolute_error: 254.4686 Epoch 860/1000 148/148 [==============================] - 0s 270us/step - loss: 40211.9336 - mean_absolute_error: 167.7775 - val_loss: 75726.7359 - val_mean_absolute_error: 254.3874 Epoch 861/1000 148/148 [==============================] - 0s 270us/step - loss: 40185.6607 - mean_absolute_error: 167.7432 - val_loss: 75686.9678 - val_mean_absolute_error: 254.3167 Epoch 862/1000 148/148 [==============================] - ETA: 0s - loss: 42960.0547 - mean_absolute_error: 176.372 - 0s 169us/step - loss: 40158.6590 - mean_absolute_error: 167.6083 - val_loss: 75643.8062 - val_mean_absolute_error: 254.2410 Epoch 863/1000 148/148 [==============================] - 0s 149us/step - loss: 40133.4583 - mean_absolute_error: 167.5698 - val_loss: 75594.0147 - val_mean_absolute_error: 254.1527 Epoch 864/1000 148/148 [==============================] - 0s 142us/step - loss: 40104.5075 - mean_absolute_error: 167.4962 - val_loss: 75550.4356 - val_mean_absolute_error: 254.0751 Epoch 865/1000 148/148 [==============================] - 0s 142us/step - loss: 40076.1271 - mean_absolute_error: 167.4279 - val_loss: 75511.5981 - val_mean_absolute_error: 254.0050 Epoch 866/1000 148/148 [==============================] - 0s 216us/step - loss: 40053.8422 - mean_absolute_error: 167.3663 - val_loss: 75463.0450 - val_mean_absolute_error: 253.9185 Epoch 867/1000 148/148 [==============================] - 0s 149us/step - loss: 40023.0700 - mean_absolute_error: 167.3437 - val_loss: 75424.6253 - val_mean_absolute_error: 253.8502 Epoch 868/1000 148/148 [==============================] - 0s 176us/step - loss: 39999.7595 - mean_absolute_error: 167.2430 - val_loss: 75378.8006 - val_mean_absolute_error: 253.7669 Epoch 869/1000 148/148 [==============================] - 0s 162us/step - loss: 39969.6039 - mean_absolute_error: 167.1354 - val_loss: 75328.4816 - val_mean_absolute_error: 253.6777 Epoch 870/1000 148/148 [==============================] - 0s 108us/step - loss: 39939.1270 - mean_absolute_error: 167.0786 - val_loss: 75281.8484 - val_mean_absolute_error: 253.5950 Epoch 871/1000 148/148 [==============================] - 0s 101us/step - loss: 39912.8564 - mean_absolute_error: 167.0057 - val_loss: 75241.0981 - val_mean_absolute_error: 253.5217 Epoch 872/1000 148/148 [==============================] - 0s 115us/step - loss: 39885.5827 - mean_absolute_error: 166.9169 - val_loss: 75194.2106 - val_mean_absolute_error: 253.4385 Epoch 873/1000 148/148 [==============================] - 0s 108us/step - loss: 39858.9308 - mean_absolute_error: 166.8724 - val_loss: 75151.0878 - val_mean_absolute_error: 253.3618 Epoch 874/1000 148/148 [==============================] - 0s 155us/step - loss: 39830.0834 - mean_absolute_error: 166.8241 - val_loss: 75111.1328 - val_mean_absolute_error: 253.2907 Epoch 875/1000 148/148 [==============================] - 0s 101us/step - loss: 39804.7212 - mean_absolute_error: 166.7823 - val_loss: 75065.8000 - val_mean_absolute_error: 253.2089 Epoch 876/1000 148/148 [==============================] - 0s 108us/step - loss: 39777.6302 - mean_absolute_error: 166.7339 - val_loss: 75028.9378 - val_mean_absolute_error: 253.1430 Epoch 877/1000 148/148 [==============================] - 0s 101us/step - loss: 39756.0365 - mean_absolute_error: 166.6664 - val_loss: 74979.6559 - val_mean_absolute_error: 253.0554 Epoch 878/1000 148/148 [==============================] - 0s 89us/step - loss: 39724.9104 - mean_absolute_error: 166.6151 - val_loss: 74937.5491 - val_mean_absolute_error: 252.9803 Epoch 879/1000 148/148 [==============================] - 0s 88us/step - loss: 39696.5446 - mean_absolute_error: 166.5414 - val_loss: 74889.8913 - val_mean_absolute_error: 252.8951 Epoch 880/1000 148/148 [==============================] - 0s 101us/step - loss: 39669.4102 - mean_absolute_error: 166.4997 - val_loss: 74847.1812 - val_mean_absolute_error: 252.8189 Epoch 881/1000 148/148 [==============================] - 0s 108us/step - loss: 39642.9825 - mean_absolute_error: 166.4355 - val_loss: 74801.4837 - val_mean_absolute_error: 252.7379 Epoch 882/1000 148/148 [==============================] - 0s 122us/step - loss: 39615.9241 - mean_absolute_error: 166.3544 - val_loss: 74758.2844 - val_mean_absolute_error: 252.6616 Epoch 883/1000 148/148 [==============================] - 0s 108us/step - loss: 39587.6571 - mean_absolute_error: 166.3136 - val_loss: 74715.1097 - val_mean_absolute_error: 252.5848 Epoch 884/1000 148/148 [==============================] - 0s 115us/step - loss: 39561.6684 - mean_absolute_error: 166.3054 - val_loss: 74666.0759 - val_mean_absolute_error: 252.4976 Epoch 885/1000 148/148 [==============================] - 0s 128us/step - loss: 39532.8809 - mean_absolute_error: 166.2404 - val_loss: 74624.2838 - val_mean_absolute_error: 252.4241 Epoch 886/1000 148/148 [==============================] - 0s 108us/step - loss: 39506.3738 - mean_absolute_error: 166.2026 - val_loss: 74580.2531 - val_mean_absolute_error: 252.3451 Epoch 887/1000 148/148 [==============================] - 0s 122us/step - loss: 39480.6377 - mean_absolute_error: 166.1694 - val_loss: 74535.6097 - val_mean_absolute_error: 252.2648 Epoch 888/1000 148/148 [==============================] - 0s 155us/step - loss: 39453.1589 - mean_absolute_error: 166.0419 - val_loss: 74498.3031 - val_mean_absolute_error: 252.1979 Epoch 889/1000 148/148 [==============================] - 0s 115us/step - loss: 39430.6559 - mean_absolute_error: 165.9969 - val_loss: 74458.9466 - val_mean_absolute_error: 252.1268 Epoch 890/1000 148/148 [==============================] - 0s 101us/step - loss: 39404.9816 - mean_absolute_error: 165.8937 - val_loss: 74416.9097 - val_mean_absolute_error: 252.0511 Epoch 891/1000 148/148 [==============================] - 0s 135us/step - loss: 39378.7805 - mean_absolute_error: 165.8297 - val_loss: 74368.0134 - val_mean_absolute_error: 251.9638 Epoch 892/1000 148/148 [==============================] - 0s 115us/step - loss: 39349.4264 - mean_absolute_error: 165.7617 - val_loss: 74321.0972 - val_mean_absolute_error: 251.8804 Epoch 893/1000 148/148 [==============================] - 0s 88us/step - loss: 39322.7480 - mean_absolute_error: 165.7340 - val_loss: 74284.6487 - val_mean_absolute_error: 251.8150 Epoch 894/1000 148/148 [==============================] - 0s 95us/step - loss: 39297.5381 - mean_absolute_error: 165.6480 - val_loss: 74240.1828 - val_mean_absolute_error: 251.7336 Epoch 895/1000 148/148 [==============================] - 0s 74us/step - loss: 39270.6151 - mean_absolute_error: 165.5867 - val_loss: 74194.0509 - val_mean_absolute_error: 251.6509 Epoch 896/1000 148/148 [==============================] - 0s 81us/step - loss: 39244.7609 - mean_absolute_error: 165.5191 - val_loss: 74149.5038 - val_mean_absolute_error: 251.5708 Epoch 897/1000 148/148 [==============================] - 0s 88us/step - loss: 39216.1316 - mean_absolute_error: 165.4585 - val_loss: 74109.7369 - val_mean_absolute_error: 251.4999 Epoch 898/1000 148/148 [==============================] - 0s 108us/step - loss: 39192.6787 - mean_absolute_error: 165.4422 - val_loss: 74068.7291 - val_mean_absolute_error: 251.4270 Epoch 899/1000 148/148 [==============================] - 0s 128us/step - loss: 39164.8902 - mean_absolute_error: 165.3713 - val_loss: 74024.3153 - val_mean_absolute_error: 251.3486 Epoch 900/1000 148/148 [==============================] - 0s 128us/step - loss: 39136.9736 - mean_absolute_error: 165.3701 - val_loss: 73977.2581 - val_mean_absolute_error: 251.2639 Epoch 901/1000 148/148 [==============================] - 0s 162us/step - loss: 39109.1211 - mean_absolute_error: 165.3086 - val_loss: 73934.0734 - val_mean_absolute_error: 251.1860 Epoch 902/1000 148/148 [==============================] - 0s 149us/step - loss: 39082.9112 - mean_absolute_error: 165.2643 - val_loss: 73886.2684 - val_mean_absolute_error: 251.0999 Epoch 903/1000 148/148 [==============================] - 0s 108us/step - loss: 39053.3200 - mean_absolute_error: 165.1995 - val_loss: 73841.2388 - val_mean_absolute_error: 251.0188 Epoch 904/1000 148/148 [==============================] - 0s 142us/step - loss: 39026.9712 - mean_absolute_error: 165.1467 - val_loss: 73799.6206 - val_mean_absolute_error: 250.9433 Epoch 905/1000 148/148 [==============================] - 0s 115us/step - loss: 38999.3346 - mean_absolute_error: 165.0420 - val_loss: 73749.0222 - val_mean_absolute_error: 250.8520 Epoch 906/1000 148/148 [==============================] - 0s 122us/step - loss: 38971.6215 - mean_absolute_error: 164.9722 - val_loss: 73710.1069 - val_mean_absolute_error: 250.7821 Epoch 907/1000 148/148 [==============================] - 0s 101us/step - loss: 38946.1636 - mean_absolute_error: 164.9009 - val_loss: 73663.6097 - val_mean_absolute_error: 250.6983 Epoch 908/1000 148/148 [==============================] - 0s 122us/step - loss: 38917.2644 - mean_absolute_error: 164.8612 - val_loss: 73620.8184 - val_mean_absolute_error: 250.6214 Epoch 909/1000 148/148 [==============================] - 0s 128us/step - loss: 38893.9281 - mean_absolute_error: 164.8139 - val_loss: 73580.8309 - val_mean_absolute_error: 250.5488 Epoch 910/1000 148/148 [==============================] - 0s 108us/step - loss: 38866.6330 - mean_absolute_error: 164.7530 - val_loss: 73532.7166 - val_mean_absolute_error: 250.4620 Epoch 911/1000 148/148 [==============================] - 0s 88us/step - loss: 38838.7435 - mean_absolute_error: 164.7036 - val_loss: 73487.4931 - val_mean_absolute_error: 250.3805 Epoch 912/1000 148/148 [==============================] - 0s 88us/step - loss: 38810.5147 - mean_absolute_error: 164.6303 - val_loss: 73448.2012 - val_mean_absolute_error: 250.3091 Epoch 913/1000 148/148 [==============================] - 0s 95us/step - loss: 38787.8643 - mean_absolute_error: 164.5193 - val_loss: 73407.5800 - val_mean_absolute_error: 250.2353 Epoch 914/1000 148/148 [==============================] - 0s 101us/step - loss: 38760.5528 - mean_absolute_error: 164.4836 - val_loss: 73371.6609 - val_mean_absolute_error: 250.1708 Epoch 915/1000 148/148 [==============================] - 0s 169us/step - loss: 38737.3817 - mean_absolute_error: 164.4229 - val_loss: 73332.6269 - val_mean_absolute_error: 250.1008 Epoch 916/1000 148/148 [==============================] - 0s 135us/step - loss: 38713.0470 - mean_absolute_error: 164.3200 - val_loss: 73283.8881 - val_mean_absolute_error: 250.0139 Epoch 917/1000 148/148 [==============================] - 0s 122us/step - loss: 38683.6286 - mean_absolute_error: 164.2795 - val_loss: 73240.8816 - val_mean_absolute_error: 249.9374 Epoch 918/1000 148/148 [==============================] - ETA: 0s - loss: 37188.6055 - mean_absolute_error: 160.974 - 0s 95us/step - loss: 38657.0261 - mean_absolute_error: 164.2359 - val_loss: 73192.3200 - val_mean_absolute_error: 249.8511 Epoch 919/1000 148/148 [==============================] - 0s 88us/step - loss: 38628.1289 - mean_absolute_error: 164.1816 - val_loss: 73150.3163 - val_mean_absolute_error: 249.7753 Epoch 920/1000 148/148 [==============================] - 0s 108us/step - loss: 38602.6108 - mean_absolute_error: 164.1272 - val_loss: 73110.5847 - val_mean_absolute_error: 249.7043 Epoch 921/1000 148/148 [==============================] - 0s 95us/step - loss: 38582.2884 - mean_absolute_error: 164.0714 - val_loss: 73065.3400 - val_mean_absolute_error: 249.6238 Epoch 922/1000 148/148 [==============================] - 0s 88us/step - loss: 38550.4093 - mean_absolute_error: 164.0184 - val_loss: 73019.3663 - val_mean_absolute_error: 249.5419 Epoch 923/1000 148/148 [==============================] - 0s 88us/step - loss: 38523.6513 - mean_absolute_error: 163.9485 - val_loss: 72979.3119 - val_mean_absolute_error: 249.4718 Epoch 924/1000 148/148 [==============================] - 0s 95us/step - loss: 38500.4635 - mean_absolute_error: 163.9059 - val_loss: 72935.5241 - val_mean_absolute_error: 249.3938 Epoch 925/1000 148/148 [==============================] - 0s 88us/step - loss: 38473.2743 - mean_absolute_error: 163.8655 - val_loss: 72894.1181 - val_mean_absolute_error: 249.3196 Epoch 926/1000 148/148 [==============================] - 0s 101us/step - loss: 38445.6642 - mean_absolute_error: 163.8210 - val_loss: 72844.6534 - val_mean_absolute_error: 249.2313 Epoch 927/1000 148/148 [==============================] - 0s 95us/step - loss: 38415.6071 - mean_absolute_error: 163.7447 - val_loss: 72801.1303 - val_mean_absolute_error: 249.1524 Epoch 928/1000 148/148 [==============================] - 0s 95us/step - loss: 38395.7000 - mean_absolute_error: 163.6946 - val_loss: 72752.4625 - val_mean_absolute_error: 249.0648 Epoch 929/1000 148/148 [==============================] - 0s 88us/step - loss: 38360.6391 - mean_absolute_error: 163.6089 - val_loss: 72714.3163 - val_mean_absolute_error: 248.9963 Epoch 930/1000 148/148 [==============================] - 0s 81us/step - loss: 38337.4184 - mean_absolute_error: 163.5728 - val_loss: 72678.8300 - val_mean_absolute_error: 248.9316 Epoch 931/1000 148/148 [==============================] - 0s 101us/step - loss: 38314.2746 - mean_absolute_error: 163.4824 - val_loss: 72632.6809 - val_mean_absolute_error: 248.8495 Epoch 932/1000 148/148 [==============================] - 0s 95us/step - loss: 38286.0409 - mean_absolute_error: 163.4058 - val_loss: 72590.8441 - val_mean_absolute_error: 248.7740 Epoch 933/1000 148/148 [==============================] - 0s 88us/step - loss: 38263.6740 - mean_absolute_error: 163.3181 - val_loss: 72547.4291 - val_mean_absolute_error: 248.6955 Epoch 934/1000 148/148 [==============================] - 0s 81us/step - loss: 38232.8511 - mean_absolute_error: 163.2309 - val_loss: 72510.4459 - val_mean_absolute_error: 248.6271 Epoch 935/1000 148/148 [==============================] - 0s 95us/step - loss: 38211.2421 - mean_absolute_error: 163.1817 - val_loss: 72468.5044 - val_mean_absolute_error: 248.5520 Epoch 936/1000 148/148 [==============================] - 0s 95us/step - loss: 38184.3020 - mean_absolute_error: 163.1235 - val_loss: 72423.2941 - val_mean_absolute_error: 248.4710 Epoch 937/1000 148/148 [==============================] - 0s 101us/step - loss: 38156.5556 - mean_absolute_error: 163.0730 - val_loss: 72380.7566 - val_mean_absolute_error: 248.3945 Epoch 938/1000 148/148 [==============================] - 0s 101us/step - loss: 38131.2920 - mean_absolute_error: 163.0257 - val_loss: 72338.3338 - val_mean_absolute_error: 248.3200 Epoch 939/1000 148/148 [==============================] - 0s 101us/step - loss: 38104.8601 - mean_absolute_error: 163.0007 - val_loss: 72291.0269 - val_mean_absolute_error: 248.2350 Epoch 940/1000 148/148 [==============================] - 0s 101us/step - loss: 38076.6738 - mean_absolute_error: 162.9357 - val_loss: 72256.8822 - val_mean_absolute_error: 248.1730 Epoch 941/1000 148/148 [==============================] - 0s 128us/step - loss: 38054.3117 - mean_absolute_error: 162.8359 - val_loss: 72205.6191 - val_mean_absolute_error: 248.0811 Epoch 942/1000 148/148 [==============================] - 0s 101us/step - loss: 38027.1874 - mean_absolute_error: 162.8184 - val_loss: 72168.3262 - val_mean_absolute_error: 248.0140 Epoch 943/1000 148/148 [==============================] - 0s 122us/step - loss: 38000.6257 - mean_absolute_error: 162.7331 - val_loss: 72128.9841 - val_mean_absolute_error: 247.9431 Epoch 944/1000 148/148 [==============================] - 0s 108us/step - loss: 37978.4872 - mean_absolute_error: 162.6724 - val_loss: 72085.2972 - val_mean_absolute_error: 247.8651 Epoch 945/1000 148/148 [==============================] - 0s 230us/step - loss: 37950.5432 - mean_absolute_error: 162.6963 - val_loss: 72037.7306 - val_mean_absolute_error: 247.7794 Epoch 946/1000 148/148 [==============================] - 0s 257us/step - loss: 37921.1854 - mean_absolute_error: 162.6398 - val_loss: 71991.6753 - val_mean_absolute_error: 247.6963 Epoch 947/1000 148/148 [==============================] - 0s 250us/step - loss: 37892.1511 - mean_absolute_error: 162.5483 - val_loss: 71951.1391 - val_mean_absolute_error: 247.6233 Epoch 948/1000 148/148 [==============================] - 0s 162us/step - loss: 37868.4116 - mean_absolute_error: 162.4862 - val_loss: 71905.4622 - val_mean_absolute_error: 247.5420 Epoch 949/1000 148/148 [==============================] - 0s 223us/step - loss: 37838.8754 - mean_absolute_error: 162.4959 - val_loss: 71862.7575 - val_mean_absolute_error: 247.4653 Epoch 950/1000 148/148 [==============================] - 0s 182us/step - loss: 37813.3026 - mean_absolute_error: 162.4433 - val_loss: 71821.0497 - val_mean_absolute_error: 247.3899 Epoch 951/1000 148/148 [==============================] - 0s 176us/step - loss: 37788.3084 - mean_absolute_error: 162.4036 - val_loss: 71780.2372 - val_mean_absolute_error: 247.3164 Epoch 952/1000 148/148 [==============================] - 0s 169us/step - loss: 37762.8587 - mean_absolute_error: 162.3240 - val_loss: 71734.1828 - val_mean_absolute_error: 247.2332 Epoch 953/1000 148/148 [==============================] - 0s 101us/step - loss: 37734.6203 - mean_absolute_error: 162.2714 - val_loss: 71698.0091 - val_mean_absolute_error: 247.1659 Epoch 954/1000 148/148 [==============================] - 0s 149us/step - loss: 37713.7266 - mean_absolute_error: 162.1897 - val_loss: 71662.5419 - val_mean_absolute_error: 247.1017 Epoch 955/1000 148/148 [==============================] - 0s 122us/step - loss: 37690.9870 - mean_absolute_error: 162.1306 - val_loss: 71614.5053 - val_mean_absolute_error: 247.0158 Epoch 956/1000 148/148 [==============================] - 0s 149us/step - loss: 37661.7720 - mean_absolute_error: 162.0734 - val_loss: 71575.5341 - val_mean_absolute_error: 246.9447 Epoch 957/1000 148/148 [==============================] - 0s 108us/step - loss: 37636.5868 - mean_absolute_error: 161.9731 - val_loss: 71533.0550 - val_mean_absolute_error: 246.8675 Epoch 958/1000 148/148 [==============================] - 0s 142us/step - loss: 37613.8338 - mean_absolute_error: 161.8781 - val_loss: 71496.2125 - val_mean_absolute_error: 246.8002 Epoch 959/1000 148/148 [==============================] - 0s 142us/step - loss: 37589.1466 - mean_absolute_error: 161.8247 - val_loss: 71456.5956 - val_mean_absolute_error: 246.7281 Epoch 960/1000 148/148 [==============================] - 0s 101us/step - loss: 37565.6670 - mean_absolute_error: 161.7687 - val_loss: 71409.1453 - val_mean_absolute_error: 246.6423 Epoch 961/1000 148/148 [==============================] - 0s 101us/step - loss: 37537.8473 - mean_absolute_error: 161.7386 - val_loss: 71365.9703 - val_mean_absolute_error: 246.5651 Epoch 962/1000 148/148 [==============================] - 0s 115us/step - loss: 37511.2190 - mean_absolute_error: 161.6986 - val_loss: 71327.9344 - val_mean_absolute_error: 246.4944 Epoch 963/1000 148/148 [==============================] - 0s 115us/step - loss: 37486.5501 - mean_absolute_error: 161.6101 - val_loss: 71284.8353 - val_mean_absolute_error: 246.4166 Epoch 964/1000 148/148 [==============================] - 0s 115us/step - loss: 37460.7237 - mean_absolute_error: 161.5314 - val_loss: 71240.1956 - val_mean_absolute_error: 246.3358 Epoch 965/1000 148/148 [==============================] - 0s 128us/step - loss: 37433.8780 - mean_absolute_error: 161.4949 - val_loss: 71199.6475 - val_mean_absolute_error: 246.2615 Epoch 966/1000 148/148 [==============================] - 0s 135us/step - loss: 37408.0446 - mean_absolute_error: 161.4052 - val_loss: 71153.3650 - val_mean_absolute_error: 246.1786 Epoch 967/1000 148/148 [==============================] - 0s 115us/step - loss: 37379.5017 - mean_absolute_error: 161.3586 - val_loss: 71110.6909 - val_mean_absolute_error: 246.1022 Epoch 968/1000 148/148 [==============================] - 0s 331us/step - loss: 37352.2679 - mean_absolute_error: 161.3534 - val_loss: 71069.9741 - val_mean_absolute_error: 246.0276 Epoch 969/1000 148/148 [==============================] - 0s 439us/step - loss: 37327.3058 - mean_absolute_error: 161.2866 - val_loss: 71023.1125 - val_mean_absolute_error: 245.9423 Epoch 970/1000 148/148 [==============================] - 0s 135us/step - loss: 37300.4960 - mean_absolute_error: 161.2290 - val_loss: 70979.1444 - val_mean_absolute_error: 245.8635 Epoch 971/1000 148/148 [==============================] - 0s 162us/step - loss: 37273.6128 - mean_absolute_error: 161.2239 - val_loss: 70937.4034 - val_mean_absolute_error: 245.7874 Epoch 972/1000 148/148 [==============================] - 0s 149us/step - loss: 37248.1427 - mean_absolute_error: 161.1698 - val_loss: 70896.4037 - val_mean_absolute_error: 245.7135 Epoch 973/1000 148/148 [==============================] - 0s 135us/step - loss: 37222.9149 - mean_absolute_error: 161.1368 - val_loss: 70848.9553 - val_mean_absolute_error: 245.6270 Epoch 974/1000 148/148 [==============================] - 0s 142us/step - loss: 37196.5312 - mean_absolute_error: 161.0876 - val_loss: 70812.4162 - val_mean_absolute_error: 245.5599 Epoch 975/1000 148/148 [==============================] - 0s 135us/step - loss: 37172.7297 - mean_absolute_error: 160.9874 - val_loss: 70763.5997 - val_mean_absolute_error: 245.4723 Epoch 976/1000 148/148 [==============================] - 0s 135us/step - loss: 37144.2173 - mean_absolute_error: 160.9882 - val_loss: 70717.9778 - val_mean_absolute_error: 245.3890 Epoch 977/1000 148/148 [==============================] - 0s 128us/step - loss: 37116.4015 - mean_absolute_error: 160.9292 - val_loss: 70676.2053 - val_mean_absolute_error: 245.3126 Epoch 978/1000 148/148 [==============================] - 0s 149us/step - loss: 37091.1512 - mean_absolute_error: 160.8799 - val_loss: 70634.6634 - val_mean_absolute_error: 245.2366 Epoch 979/1000 148/148 [==============================] - 0s 149us/step - loss: 37068.1480 - mean_absolute_error: 160.8292 - val_loss: 70593.8706 - val_mean_absolute_error: 245.1619 Epoch 980/1000 148/148 [==============================] - 0s 135us/step - loss: 37041.2979 - mean_absolute_error: 160.7681 - val_loss: 70548.6822 - val_mean_absolute_error: 245.0793 Epoch 981/1000 148/148 [==============================] - 0s 108us/step - loss: 37016.8298 - mean_absolute_error: 160.7034 - val_loss: 70513.7063 - val_mean_absolute_error: 245.0135 Epoch 982/1000 148/148 [==============================] - 0s 108us/step - loss: 36992.7958 - mean_absolute_error: 160.6360 - val_loss: 70466.6888 - val_mean_absolute_error: 244.9274 Epoch 983/1000 148/148 [==============================] - 0s 128us/step - loss: 36963.3151 - mean_absolute_error: 160.5768 - val_loss: 70422.7966 - val_mean_absolute_error: 244.8471 Epoch 984/1000 148/148 [==============================] - 0s 169us/step - loss: 36938.6481 - mean_absolute_error: 160.5158 - val_loss: 70380.6572 - val_mean_absolute_error: 244.7699 Epoch 985/1000 148/148 [==============================] - 0s 176us/step - loss: 36911.6794 - mean_absolute_error: 160.4859 - val_loss: 70339.3247 - val_mean_absolute_error: 244.6937 Epoch 986/1000 148/148 [==============================] - 0s 142us/step - loss: 36886.0579 - mean_absolute_error: 160.3825 - val_loss: 70298.6806 - val_mean_absolute_error: 244.6193 Epoch 987/1000 148/148 [==============================] - 0s 115us/step - loss: 36861.3552 - mean_absolute_error: 160.3167 - val_loss: 70256.3122 - val_mean_absolute_error: 244.5413 Epoch 988/1000 148/148 [==============================] - 0s 128us/step - loss: 36836.0416 - mean_absolute_error: 160.2675 - val_loss: 70220.1075 - val_mean_absolute_error: 244.4745 Epoch 989/1000 148/148 [==============================] - 0s 115us/step - loss: 36813.4463 - mean_absolute_error: 160.1743 - val_loss: 70173.2184 - val_mean_absolute_error: 244.3888 Epoch 990/1000 148/148 [==============================] - 0s 110us/step - loss: 36786.4217 - mean_absolute_error: 160.0937 - val_loss: 70130.2006 - val_mean_absolute_error: 244.3115 Epoch 991/1000 148/148 [==============================] - 0s 115us/step - loss: 36758.7135 - mean_absolute_error: 160.0976 - val_loss: 70083.2956 - val_mean_absolute_error: 244.2254 Epoch 992/1000 148/148 [==============================] - 0s 122us/step - loss: 36730.9132 - mean_absolute_error: 160.0332 - val_loss: 70039.6203 - val_mean_absolute_error: 244.1454 Epoch 993/1000 148/148 [==============================] - 0s 108us/step - loss: 36705.5177 - mean_absolute_error: 159.9856 - val_loss: 69998.1456 - val_mean_absolute_error: 244.0692 Epoch 994/1000 148/148 [==============================] - 0s 128us/step - loss: 36679.9201 - mean_absolute_error: 159.9307 - val_loss: 69967.4206 - val_mean_absolute_error: 244.0125 Epoch 995/1000 148/148 [==============================] - 0s 101us/step - loss: 36660.9492 - mean_absolute_error: 159.8668 - val_loss: 69931.7591 - val_mean_absolute_error: 243.9469 Epoch 996/1000 148/148 [==============================] - 0s 101us/step - loss: 36638.1078 - mean_absolute_error: 159.7783 - val_loss: 69886.6797 - val_mean_absolute_error: 243.8646 Epoch 997/1000 148/148 [==============================] - 0s 128us/step - loss: 36612.5871 - mean_absolute_error: 159.7840 - val_loss: 69843.9556 - val_mean_absolute_error: 243.7868 Epoch 998/1000 148/148 [==============================] - 0s 115us/step - loss: 36585.5048 - mean_absolute_error: 159.7016 - val_loss: 69800.8059 - val_mean_absolute_error: 243.7078 Epoch 999/1000 148/148 [==============================] - 0s 108us/step - loss: 36562.4106 - mean_absolute_error: 159.6232 - val_loss: 69762.7047 - val_mean_absolute_error: 243.6383 Epoch 1000/1000 148/148 [==============================] - 0s 122us/step - loss: 36536.4547 - mean_absolute_error: 159.5973 - val_loss: 69720.6381 - val_mean_absolute_error: 243.5610
<keras.callbacks.History at 0x2073b920fd0>
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 290us/step - loss: 36511.0877 - mean_absolute_error: 159.5395 - val_loss: 69681.1866 - val_mean_absolute_error: 243.4883 Epoch 2/5000 148/148 [==============================] - 0s 162us/step - loss: 36487.0262 - mean_absolute_error: 159.4848 - val_loss: 69638.5659 - val_mean_absolute_error: 243.4093 Epoch 3/5000 148/148 [==============================] - 0s 128us/step - loss: 36461.2646 - mean_absolute_error: 159.3887 - val_loss: 69597.2188 - val_mean_absolute_error: 243.3329 Epoch 4/5000 148/148 [==============================] - 0s 135us/step - loss: 36437.0641 - mean_absolute_error: 159.2892 - val_loss: 69554.2709 - val_mean_absolute_error: 243.2537 Epoch 5/5000 148/148 [==============================] - 0s 135us/step - loss: 36409.7637 - mean_absolute_error: 159.2726 - val_loss: 69513.2372 - val_mean_absolute_error: 243.1782 Epoch 6/5000 148/148 [==============================] - 0s 162us/step - loss: 36384.8023 - mean_absolute_error: 159.2282 - val_loss: 69473.5984 - val_mean_absolute_error: 243.1039 Epoch 7/5000 148/148 [==============================] - 0s 122us/step - loss: 36359.1218 - mean_absolute_error: 159.1173 - val_loss: 69428.9747 - val_mean_absolute_error: 243.0225 Epoch 8/5000 148/148 [==============================] - 0s 189us/step - loss: 36333.9480 - mean_absolute_error: 159.0805 - val_loss: 69390.2606 - val_mean_absolute_error: 242.9511 Epoch 9/5000 148/148 [==============================] - 0s 149us/step - loss: 36309.8686 - mean_absolute_error: 158.9709 - val_loss: 69342.3256 - val_mean_absolute_error: 242.8625 Epoch 10/5000 148/148 [==============================] - 0s 108us/step - loss: 36282.0685 - mean_absolute_error: 158.9261 - val_loss: 69297.2838 - val_mean_absolute_error: 242.7794 Epoch 11/5000 148/148 [==============================] - 0s 149us/step - loss: 36255.1962 - mean_absolute_error: 158.8605 - val_loss: 69253.4309 - val_mean_absolute_error: 242.6984 Epoch 12/5000 148/148 [==============================] - 0s 176us/step - loss: 36228.7967 - mean_absolute_error: 158.8112 - val_loss: 69212.2625 - val_mean_absolute_error: 242.6222 Epoch 13/5000 148/148 [==============================] - 0s 149us/step - loss: 36206.3665 - mean_absolute_error: 158.7793 - val_loss: 69176.8419 - val_mean_absolute_error: 242.5566 Epoch 14/5000 148/148 [==============================] - 0s 115us/step - loss: 36182.3155 - mean_absolute_error: 158.6891 - val_loss: 69138.7403 - val_mean_absolute_error: 242.4866 Epoch 15/5000 148/148 [==============================] - 0s 101us/step - loss: 36158.3452 - mean_absolute_error: 158.6240 - val_loss: 69092.7884 - val_mean_absolute_error: 242.4016 Epoch 16/5000 148/148 [==============================] - 0s 155us/step - loss: 36130.4345 - mean_absolute_error: 158.5757 - val_loss: 69048.7550 - val_mean_absolute_error: 242.3205 Epoch 17/5000 148/148 [==============================] - 0s 149us/step - loss: 36108.5676 - mean_absolute_error: 158.4730 - val_loss: 69013.2137 - val_mean_absolute_error: 242.2547 Epoch 18/5000 148/148 [==============================] - 0s 128us/step - loss: 36083.0023 - mean_absolute_error: 158.4037 - val_loss: 68966.8087 - val_mean_absolute_error: 242.1684 Epoch 19/5000 148/148 [==============================] - 0s 142us/step - loss: 36055.7989 - mean_absolute_error: 158.3106 - val_loss: 68926.6125 - val_mean_absolute_error: 242.0938 Epoch 20/5000 148/148 [==============================] - 0s 135us/step - loss: 36030.8241 - mean_absolute_error: 158.2309 - val_loss: 68881.0431 - val_mean_absolute_error: 242.0095 Epoch 21/5000 148/148 [==============================] - 0s 149us/step - loss: 36005.4467 - mean_absolute_error: 158.1614 - val_loss: 68838.0788 - val_mean_absolute_error: 241.9300 Epoch 22/5000 148/148 [==============================] - 0s 135us/step - loss: 35979.8306 - mean_absolute_error: 158.1402 - val_loss: 68801.2694 - val_mean_absolute_error: 241.8629 Epoch 23/5000 148/148 [==============================] - 0s 182us/step - loss: 35954.2002 - mean_absolute_error: 158.1216 - val_loss: 68760.0712 - val_mean_absolute_error: 241.7864 Epoch 24/5000 148/148 [==============================] - 0s 155us/step - loss: 35929.7960 - mean_absolute_error: 158.0705 - val_loss: 68712.7594 - val_mean_absolute_error: 241.6994 Epoch 25/5000 148/148 [==============================] - 0s 115us/step - loss: 35900.8453 - mean_absolute_error: 158.0412 - val_loss: 68674.1359 - val_mean_absolute_error: 241.6274 Epoch 26/5000 148/148 [==============================] - 0s 149us/step - loss: 35876.5835 - mean_absolute_error: 157.9484 - val_loss: 68632.0431 - val_mean_absolute_error: 241.5490 Epoch 27/5000 148/148 [==============================] - 0s 115us/step - loss: 35852.2682 - mean_absolute_error: 157.8863 - val_loss: 68591.3641 - val_mean_absolute_error: 241.4728 Epoch 28/5000 148/148 [==============================] - 0s 168us/step - loss: 35828.7711 - mean_absolute_error: 157.8237 - val_loss: 68549.9100 - val_mean_absolute_error: 241.3946 Epoch 29/5000 148/148 [==============================] - 0s 122us/step - loss: 35802.5482 - mean_absolute_error: 157.7871 - val_loss: 68510.7928 - val_mean_absolute_error: 241.3231 Epoch 30/5000 148/148 [==============================] - 0s 128us/step - loss: 35781.6744 - mean_absolute_error: 157.7777 - val_loss: 68461.9444 - val_mean_absolute_error: 241.2330 Epoch 31/5000 148/148 [==============================] - 0s 122us/step - loss: 35750.0029 - mean_absolute_error: 157.7145 - val_loss: 68420.4438 - val_mean_absolute_error: 241.1559 Epoch 32/5000 148/148 [==============================] - 0s 128us/step - loss: 35725.1552 - mean_absolute_error: 157.6648 - val_loss: 68379.5562 - val_mean_absolute_error: 241.0798 Epoch 33/5000 148/148 [==============================] - 0s 115us/step - loss: 35701.1930 - mean_absolute_error: 157.5856 - val_loss: 68342.4694 - val_mean_absolute_error: 241.0107 Epoch 34/5000 148/148 [==============================] - 0s 108us/step - loss: 35678.0054 - mean_absolute_error: 157.5536 - val_loss: 68297.4053 - val_mean_absolute_error: 240.9269 Epoch 35/5000 148/148 [==============================] - 0s 101us/step - loss: 35653.8599 - mean_absolute_error: 157.4614 - val_loss: 68258.2509 - val_mean_absolute_error: 240.8563 Epoch 36/5000 148/148 [==============================] - 0s 122us/step - loss: 35626.2346 - mean_absolute_error: 157.4697 - val_loss: 68217.3334 - val_mean_absolute_error: 240.7812 Epoch 37/5000 148/148 [==============================] - 0s 101us/step - loss: 35600.7504 - mean_absolute_error: 157.4296 - val_loss: 68177.5134 - val_mean_absolute_error: 240.7066 Epoch 38/5000 148/148 [==============================] - 0s 122us/step - loss: 35577.9377 - mean_absolute_error: 157.3865 - val_loss: 68135.7091 - val_mean_absolute_error: 240.6286 Epoch 39/5000 148/148 [==============================] - 0s 189us/step - loss: 35551.2988 - mean_absolute_error: 157.3391 - val_loss: 68089.5366 - val_mean_absolute_error: 240.5432 Epoch 40/5000 148/148 [==============================] - 0s 135us/step - loss: 35522.3934 - mean_absolute_error: 157.3204 - val_loss: 68047.0644 - val_mean_absolute_error: 240.4636 Epoch 41/5000 148/148 [==============================] - 0s 115us/step - loss: 35499.1050 - mean_absolute_error: 157.2738 - val_loss: 68013.4453 - val_mean_absolute_error: 240.4003 Epoch 42/5000 148/148 [==============================] - 0s 122us/step - loss: 35476.8442 - mean_absolute_error: 157.1848 - val_loss: 67970.7437 - val_mean_absolute_error: 240.3202 Epoch 43/5000 148/148 [==============================] - 0s 135us/step - loss: 35451.0103 - mean_absolute_error: 157.1375 - val_loss: 67926.5447 - val_mean_absolute_error: 240.2372 Epoch 44/5000 148/148 [==============================] - 0s 149us/step - loss: 35427.3219 - mean_absolute_error: 157.0941 - val_loss: 67885.9756 - val_mean_absolute_error: 240.1620 Epoch 45/5000 148/148 [==============================] - 0s 142us/step - loss: 35400.3166 - mean_absolute_error: 157.0387 - val_loss: 67842.2981 - val_mean_absolute_error: 240.0797 Epoch 46/5000 148/148 [==============================] - 0s 128us/step - loss: 35374.8136 - mean_absolute_error: 156.9744 - val_loss: 67804.7444 - val_mean_absolute_error: 240.0093 Epoch 47/5000 148/148 [==============================] - 0s 122us/step - loss: 35352.8088 - mean_absolute_error: 156.9038 - val_loss: 67765.0319 - val_mean_absolute_error: 239.9351 Epoch 48/5000 148/148 [==============================] - 0s 122us/step - loss: 35327.7670 - mean_absolute_error: 156.8575 - val_loss: 67723.6697 - val_mean_absolute_error: 239.8583 Epoch 49/5000 148/148 [==============================] - 0s 135us/step - loss: 35303.7559 - mean_absolute_error: 156.8058 - val_loss: 67679.9947 - val_mean_absolute_error: 239.7765 Epoch 50/5000 148/148 [==============================] - 0s 128us/step - loss: 35276.2745 - mean_absolute_error: 156.6887 - val_loss: 67642.1913 - val_mean_absolute_error: 239.7038 Epoch 51/5000 148/148 [==============================] - 0s 149us/step - loss: 35252.6808 - mean_absolute_error: 156.6068 - val_loss: 67598.0237 - val_mean_absolute_error: 239.6214 Epoch 52/5000 148/148 [==============================] - 0s 115us/step - loss: 35227.5539 - mean_absolute_error: 156.5672 - val_loss: 67559.1687 - val_mean_absolute_error: 239.5485 Epoch 53/5000 148/148 [==============================] - 0s 135us/step - loss: 35205.9029 - mean_absolute_error: 156.5498 - val_loss: 67518.7109 - val_mean_absolute_error: 239.4703 Epoch 54/5000 148/148 [==============================] - 0s 149us/step - loss: 35179.0361 - mean_absolute_error: 156.4283 - val_loss: 67474.7462 - val_mean_absolute_error: 239.3882 Epoch 55/5000 148/148 [==============================] - 0s 142us/step - loss: 35153.4285 - mean_absolute_error: 156.3768 - val_loss: 67432.4888 - val_mean_absolute_error: 239.3099 Epoch 56/5000 148/148 [==============================] - 0s 162us/step - loss: 35126.3663 - mean_absolute_error: 156.3699 - val_loss: 67395.1822 - val_mean_absolute_error: 239.2396 Epoch 57/5000 148/148 [==============================] - 0s 115us/step - loss: 35103.6670 - mean_absolute_error: 156.3017 - val_loss: 67352.9781 - val_mean_absolute_error: 239.1600 Epoch 58/5000 148/148 [==============================] - 0s 149us/step - loss: 35078.4496 - mean_absolute_error: 156.2496 - val_loss: 67313.7928 - val_mean_absolute_error: 239.0859 Epoch 59/5000 148/148 [==============================] - 0s 142us/step - loss: 35056.6417 - mean_absolute_error: 156.1781 - val_loss: 67271.8441 - val_mean_absolute_error: 239.0074 Epoch 60/5000 148/148 [==============================] - 0s 128us/step - loss: 35028.9651 - mean_absolute_error: 156.1497 - val_loss: 67231.7253 - val_mean_absolute_error: 238.9308 Epoch 61/5000 148/148 [==============================] - 0s 122us/step - loss: 35005.4251 - mean_absolute_error: 156.0759 - val_loss: 67185.0953 - val_mean_absolute_error: 238.8426 Epoch 62/5000 148/148 [==============================] - 0s 135us/step - loss: 34977.6195 - mean_absolute_error: 156.0264 - val_loss: 67144.2584 - val_mean_absolute_error: 238.7656 Epoch 63/5000 148/148 [==============================] - 0s 135us/step - loss: 34953.6323 - mean_absolute_error: 155.9819 - val_loss: 67100.1147 - val_mean_absolute_error: 238.6821 Epoch 64/5000 148/148 [==============================] - 0s 142us/step - loss: 34927.5432 - mean_absolute_error: 155.9219 - val_loss: 67061.6794 - val_mean_absolute_error: 238.6100 Epoch 65/5000 148/148 [==============================] - 0s 115us/step - loss: 34903.8784 - mean_absolute_error: 155.8974 - val_loss: 67021.4850 - val_mean_absolute_error: 238.5334 Epoch 66/5000 148/148 [==============================] - 0s 108us/step - loss: 34881.1454 - mean_absolute_error: 155.8466 - val_loss: 66981.8569 - val_mean_absolute_error: 238.4586 Epoch 67/5000 148/148 [==============================] - 0s 108us/step - loss: 34859.0277 - mean_absolute_error: 155.8199 - val_loss: 66946.4825 - val_mean_absolute_error: 238.3910 Epoch 68/5000 148/148 [==============================] - 0s 122us/step - loss: 34837.7161 - mean_absolute_error: 155.7605 - val_loss: 66901.8503 - val_mean_absolute_error: 238.3051 Epoch 69/5000 148/148 [==============================] - 0s 108us/step - loss: 34810.2384 - mean_absolute_error: 155.6668 - val_loss: 66859.6500 - val_mean_absolute_error: 238.2254 Epoch 70/5000 148/148 [==============================] - 0s 101us/step - loss: 34784.5010 - mean_absolute_error: 155.6041 - val_loss: 66817.4256 - val_mean_absolute_error: 238.1456 Epoch 71/5000 148/148 [==============================] - 0s 95us/step - loss: 34761.1019 - mean_absolute_error: 155.5442 - val_loss: 66775.2506 - val_mean_absolute_error: 238.0668 Epoch 72/5000 148/148 [==============================] - 0s 108us/step - loss: 34732.1421 - mean_absolute_error: 155.5304 - val_loss: 66736.5706 - val_mean_absolute_error: 237.9935 Epoch 73/5000 148/148 [==============================] - 0s 101us/step - loss: 34708.6240 - mean_absolute_error: 155.4723 - val_loss: 66692.8775 - val_mean_absolute_error: 237.9106 Epoch 74/5000 148/148 [==============================] - 0s 101us/step - loss: 34683.1178 - mean_absolute_error: 155.4194 - val_loss: 66648.9347 - val_mean_absolute_error: 237.8273 Epoch 75/5000 148/148 [==============================] - 0s 95us/step - loss: 34657.0236 - mean_absolute_error: 155.3555 - val_loss: 66607.7053 - val_mean_absolute_error: 237.7491 Epoch 76/5000 148/148 [==============================] - 0s 115us/step - loss: 34633.7729 - mean_absolute_error: 155.3170 - val_loss: 66573.1200 - val_mean_absolute_error: 237.6830 Epoch 77/5000 148/148 [==============================] - 0s 101us/step - loss: 34612.6278 - mean_absolute_error: 155.2508 - val_loss: 66527.3219 - val_mean_absolute_error: 237.5961 Epoch 78/5000 148/148 [==============================] - 0s 115us/step - loss: 34587.5955 - mean_absolute_error: 155.2247 - val_loss: 66486.5472 - val_mean_absolute_error: 237.5183 Epoch 79/5000 148/148 [==============================] - 0s 108us/step - loss: 34561.4213 - mean_absolute_error: 155.1235 - val_loss: 66449.3375 - val_mean_absolute_error: 237.4473 Epoch 80/5000 148/148 [==============================] - 0s 101us/step - loss: 34537.4941 - mean_absolute_error: 155.0233 - val_loss: 66413.0572 - val_mean_absolute_error: 237.3775 Epoch 81/5000 148/148 [==============================] - 0s 95us/step - loss: 34515.2821 - mean_absolute_error: 154.9990 - val_loss: 66375.0350 - val_mean_absolute_error: 237.3038 Epoch 82/5000 148/148 [==============================] - 0s 95us/step - loss: 34491.8453 - mean_absolute_error: 154.9053 - val_loss: 66334.8550 - val_mean_absolute_error: 237.2270 Epoch 83/5000 148/148 [==============================] - 0s 108us/step - loss: 34469.0844 - mean_absolute_error: 154.8015 - val_loss: 66287.8038 - val_mean_absolute_error: 237.1386 Epoch 84/5000 148/148 [==============================] - 0s 88us/step - loss: 34440.7985 - mean_absolute_error: 154.8183 - val_loss: 66245.1300 - val_mean_absolute_error: 237.0573 Epoch 85/5000 148/148 [==============================] - 0s 101us/step - loss: 34415.6568 - mean_absolute_error: 154.7541 - val_loss: 66206.6756 - val_mean_absolute_error: 236.9838 Epoch 86/5000 148/148 [==============================] - 0s 95us/step - loss: 34391.2768 - mean_absolute_error: 154.6817 - val_loss: 66171.1466 - val_mean_absolute_error: 236.9168 Epoch 87/5000 148/148 [==============================] - 0s 95us/step - loss: 34369.4354 - mean_absolute_error: 154.6220 - val_loss: 66126.5806 - val_mean_absolute_error: 236.8326 Epoch 88/5000 148/148 [==============================] - 0s 101us/step - loss: 34344.3611 - mean_absolute_error: 154.5734 - val_loss: 66084.5725 - val_mean_absolute_error: 236.7525 Epoch 89/5000 148/148 [==============================] - 0s 122us/step - loss: 34317.5514 - mean_absolute_error: 154.5184 - val_loss: 66049.6303 - val_mean_absolute_error: 236.6855 Epoch 90/5000 148/148 [==============================] - 0s 108us/step - loss: 34295.8329 - mean_absolute_error: 154.4641 - val_loss: 66009.8138 - val_mean_absolute_error: 236.6095 Epoch 91/5000 148/148 [==============================] - 0s 88us/step - loss: 34272.2411 - mean_absolute_error: 154.3913 - val_loss: 65969.5878 - val_mean_absolute_error: 236.5320 Epoch 92/5000 148/148 [==============================] - 0s 95us/step - loss: 34249.9384 - mean_absolute_error: 154.3749 - val_loss: 65925.2944 - val_mean_absolute_error: 236.4473 Epoch 93/5000 148/148 [==============================] - 0s 95us/step - loss: 34226.9339 - mean_absolute_error: 154.3024 - val_loss: 65881.6747 - val_mean_absolute_error: 236.3636 Epoch 94/5000 148/148 [==============================] - 0s 95us/step - loss: 34196.4861 - mean_absolute_error: 154.2168 - val_loss: 65841.1766 - val_mean_absolute_error: 236.2874 Epoch 95/5000 148/148 [==============================] - 0s 101us/step - loss: 34171.4762 - mean_absolute_error: 154.2171 - val_loss: 65803.8825 - val_mean_absolute_error: 236.2167 Epoch 96/5000 148/148 [==============================] - 0s 108us/step - loss: 34148.0877 - mean_absolute_error: 154.2083 - val_loss: 65757.5322 - val_mean_absolute_error: 236.1280 Epoch 97/5000 148/148 [==============================] - 0s 115us/step - loss: 34121.8115 - mean_absolute_error: 154.1549 - val_loss: 65718.2084 - val_mean_absolute_error: 236.0527 Epoch 98/5000 148/148 [==============================] - 0s 108us/step - loss: 34098.9780 - mean_absolute_error: 154.0999 - val_loss: 65685.7688 - val_mean_absolute_error: 235.9908 Epoch 99/5000 148/148 [==============================] - 0s 88us/step - loss: 34080.1017 - mean_absolute_error: 154.0526 - val_loss: 65645.9959 - val_mean_absolute_error: 235.9147 Epoch 100/5000 148/148 [==============================] - 0s 95us/step - loss: 34055.2070 - mean_absolute_error: 153.9993 - val_loss: 65606.6475 - val_mean_absolute_error: 235.8393 Epoch 101/5000 148/148 [==============================] - 0s 95us/step - loss: 34031.6829 - mean_absolute_error: 153.8997 - val_loss: 65566.3928 - val_mean_absolute_error: 235.7618 Epoch 102/5000 148/148 [==============================] - 0s 88us/step - loss: 34007.5491 - mean_absolute_error: 153.8404 - val_loss: 65521.2541 - val_mean_absolute_error: 235.6751 Epoch 103/5000 148/148 [==============================] - 0s 74us/step - loss: 33980.4241 - mean_absolute_error: 153.7680 - val_loss: 65475.9547 - val_mean_absolute_error: 235.5881 Epoch 104/5000 148/148 [==============================] - 0s 95us/step - loss: 33957.5861 - mean_absolute_error: 153.7473 - val_loss: 65440.5484 - val_mean_absolute_error: 235.5202 Epoch 105/5000 148/148 [==============================] - 0s 95us/step - loss: 33934.3300 - mean_absolute_error: 153.6721 - val_loss: 65398.4775 - val_mean_absolute_error: 235.4397 Epoch 106/5000 148/148 [==============================] - 0s 74us/step - loss: 33910.9159 - mean_absolute_error: 153.6243 - val_loss: 65359.0359 - val_mean_absolute_error: 235.3639 Epoch 107/5000 148/148 [==============================] - 0s 95us/step - loss: 33885.0764 - mean_absolute_error: 153.5118 - val_loss: 65319.4216 - val_mean_absolute_error: 235.2880 Epoch 108/5000 148/148 [==============================] - 0s 95us/step - loss: 33859.6838 - mean_absolute_error: 153.4252 - val_loss: 65279.7519 - val_mean_absolute_error: 235.2121 Epoch 109/5000 148/148 [==============================] - 0s 88us/step - loss: 33838.6427 - mean_absolute_error: 153.3726 - val_loss: 65242.9656 - val_mean_absolute_error: 235.1418 Epoch 110/5000 148/148 [==============================] - ETA: 0s - loss: 32401.1465 - mean_absolute_error: 150.668 - 0s 88us/step - loss: 33817.5546 - mean_absolute_error: 153.3442 - val_loss: 65208.1891 - val_mean_absolute_error: 235.0755 Epoch 111/5000 148/148 [==============================] - 0s 81us/step - loss: 33793.4136 - mean_absolute_error: 153.3150 - val_loss: 65167.8278 - val_mean_absolute_error: 234.9976 Epoch 112/5000 148/148 [==============================] - 0s 115us/step - loss: 33767.9550 - mean_absolute_error: 153.1945 - val_loss: 65124.5959 - val_mean_absolute_error: 234.9144 Epoch 113/5000 148/148 [==============================] - 0s 115us/step - loss: 33742.6510 - mean_absolute_error: 153.1402 - val_loss: 65084.0622 - val_mean_absolute_error: 234.8365 Epoch 114/5000 148/148 [==============================] - 0s 128us/step - loss: 33718.8894 - mean_absolute_error: 153.1088 - val_loss: 65041.8731 - val_mean_absolute_error: 234.7557 Epoch 115/5000 148/148 [==============================] - 0s 115us/step - loss: 33693.4088 - mean_absolute_error: 153.0576 - val_loss: 65000.8469 - val_mean_absolute_error: 234.6769 Epoch 116/5000 148/148 [==============================] - 0s 101us/step - loss: 33672.1285 - mean_absolute_error: 152.9930 - val_loss: 64959.6441 - val_mean_absolute_error: 234.5982 Epoch 117/5000 148/148 [==============================] - 0s 88us/step - loss: 33643.3028 - mean_absolute_error: 152.9963 - val_loss: 64913.3909 - val_mean_absolute_error: 234.5088 Epoch 118/5000 148/148 [==============================] - 0s 81us/step - loss: 33616.6648 - mean_absolute_error: 152.9351 - val_loss: 64875.5125 - val_mean_absolute_error: 234.4357 Epoch 119/5000 148/148 [==============================] - 0s 88us/step - loss: 33594.3689 - mean_absolute_error: 152.8709 - val_loss: 64839.8531 - val_mean_absolute_error: 234.3667 Epoch 120/5000 148/148 [==============================] - 0s 88us/step - loss: 33574.8088 - mean_absolute_error: 152.8605 - val_loss: 64800.7303 - val_mean_absolute_error: 234.2910 Epoch 121/5000 148/148 [==============================] - 0s 88us/step - loss: 33549.1649 - mean_absolute_error: 152.7950 - val_loss: 64764.1384 - val_mean_absolute_error: 234.2200 Epoch 122/5000 148/148 [==============================] - 0s 81us/step - loss: 33528.0178 - mean_absolute_error: 152.7173 - val_loss: 64724.6394 - val_mean_absolute_error: 234.1434 Epoch 123/5000 148/148 [==============================] - 0s 74us/step - loss: 33505.3938 - mean_absolute_error: 152.5900 - val_loss: 64689.6562 - val_mean_absolute_error: 234.0748 Epoch 124/5000 148/148 [==============================] - 0s 95us/step - loss: 33481.4068 - mean_absolute_error: 152.5152 - val_loss: 64649.7450 - val_mean_absolute_error: 233.9957 Epoch 125/5000 148/148 [==============================] - 0s 95us/step - loss: 33457.1718 - mean_absolute_error: 152.4415 - val_loss: 64612.2747 - val_mean_absolute_error: 233.9216 Epoch 126/5000 148/148 [==============================] - 0s 88us/step - loss: 33435.9690 - mean_absolute_error: 152.3832 - val_loss: 64580.2188 - val_mean_absolute_error: 233.8584 Epoch 127/5000 148/148 [==============================] - 0s 81us/step - loss: 33417.6434 - mean_absolute_error: 152.2871 - val_loss: 64529.8131 - val_mean_absolute_error: 233.7620 Epoch 128/5000 148/148 [==============================] - 0s 88us/step - loss: 33386.6322 - mean_absolute_error: 152.2709 - val_loss: 64492.3147 - val_mean_absolute_error: 233.6892 Epoch 129/5000 148/148 [==============================] - 0s 81us/step - loss: 33365.1824 - mean_absolute_error: 152.1933 - val_loss: 64457.2056 - val_mean_absolute_error: 233.6207 Epoch 130/5000 148/148 [==============================] - 0s 88us/step - loss: 33344.1352 - mean_absolute_error: 152.1598 - val_loss: 64416.4741 - val_mean_absolute_error: 233.5417 Epoch 131/5000 148/148 [==============================] - 0s 88us/step - loss: 33319.5982 - mean_absolute_error: 152.0975 - val_loss: 64373.8553 - val_mean_absolute_error: 233.4591 Epoch 132/5000 148/148 [==============================] - 0s 95us/step - loss: 33294.9572 - mean_absolute_error: 152.0647 - val_loss: 64333.8281 - val_mean_absolute_error: 233.3815 Epoch 133/5000 148/148 [==============================] - 0s 81us/step - loss: 33271.3459 - mean_absolute_error: 151.9713 - val_loss: 64294.4456 - val_mean_absolute_error: 233.3050 Epoch 134/5000 148/148 [==============================] - 0s 88us/step - loss: 33249.1650 - mean_absolute_error: 151.9428 - val_loss: 64254.0431 - val_mean_absolute_error: 233.2267 Epoch 135/5000 148/148 [==============================] - 0s 81us/step - loss: 33225.1955 - mean_absolute_error: 151.8237 - val_loss: 64215.8859 - val_mean_absolute_error: 233.1510 Epoch 136/5000 148/148 [==============================] - 0s 95us/step - loss: 33205.6813 - mean_absolute_error: 151.7588 - val_loss: 64170.6719 - val_mean_absolute_error: 233.0630 Epoch 137/5000 148/148 [==============================] - 0s 88us/step - loss: 33173.8967 - mean_absolute_error: 151.7400 - val_loss: 64130.5341 - val_mean_absolute_error: 232.9848 Epoch 138/5000 148/148 [==============================] - 0s 95us/step - loss: 33150.3182 - mean_absolute_error: 151.6892 - val_loss: 64088.5597 - val_mean_absolute_error: 232.9030 Epoch 139/5000 148/148 [==============================] - 0s 88us/step - loss: 33125.4020 - mean_absolute_error: 151.6367 - val_loss: 64050.4119 - val_mean_absolute_error: 232.8286 Epoch 140/5000 148/148 [==============================] - 0s 95us/step - loss: 33102.7606 - mean_absolute_error: 151.5837 - val_loss: 64014.4259 - val_mean_absolute_error: 232.7585 Epoch 141/5000 148/148 [==============================] - 0s 88us/step - loss: 33082.4770 - mean_absolute_error: 151.5437 - val_loss: 63978.3178 - val_mean_absolute_error: 232.6880 Epoch 142/5000 148/148 [==============================] - 0s 81us/step - loss: 33060.8300 - mean_absolute_error: 151.5012 - val_loss: 63939.2325 - val_mean_absolute_error: 232.6118 Epoch 143/5000 148/148 [==============================] - 0s 95us/step - loss: 33036.3974 - mean_absolute_error: 151.4360 - val_loss: 63899.9528 - val_mean_absolute_error: 232.5355 Epoch 144/5000 148/148 [==============================] - 0s 101us/step - loss: 33012.7738 - mean_absolute_error: 151.4369 - val_loss: 63864.2919 - val_mean_absolute_error: 232.4658 Epoch 145/5000 148/148 [==============================] - 0s 95us/step - loss: 32991.4795 - mean_absolute_error: 151.3351 - val_loss: 63831.6428 - val_mean_absolute_error: 232.4020 Epoch 146/5000 148/148 [==============================] - 0s 81us/step - loss: 32970.5918 - mean_absolute_error: 151.2647 - val_loss: 63787.0294 - val_mean_absolute_error: 232.3150 Epoch 147/5000 148/148 [==============================] - 0s 81us/step - loss: 32948.5354 - mean_absolute_error: 151.1935 - val_loss: 63746.5053 - val_mean_absolute_error: 232.2366 Epoch 148/5000 148/148 [==============================] - 0s 81us/step - loss: 32920.9850 - mean_absolute_error: 151.1487 - val_loss: 63704.6397 - val_mean_absolute_error: 232.1550 Epoch 149/5000 148/148 [==============================] - 0s 95us/step - loss: 32897.0519 - mean_absolute_error: 151.0959 - val_loss: 63664.1441 - val_mean_absolute_error: 232.0762 Epoch 150/5000 148/148 [==============================] - 0s 95us/step - loss: 32872.2431 - mean_absolute_error: 151.0010 - val_loss: 63625.7575 - val_mean_absolute_error: 232.0009 Epoch 151/5000 148/148 [==============================] - 0s 81us/step - loss: 32849.6905 - mean_absolute_error: 150.9331 - val_loss: 63583.6850 - val_mean_absolute_error: 231.9196 Epoch 152/5000 148/148 [==============================] - 0s 88us/step - loss: 32827.2274 - mean_absolute_error: 150.8907 - val_loss: 63549.5647 - val_mean_absolute_error: 231.8520 Epoch 153/5000 148/148 [==============================] - 0s 81us/step - loss: 32806.1247 - mean_absolute_error: 150.8218 - val_loss: 63509.7578 - val_mean_absolute_error: 231.7747 Epoch 154/5000 148/148 [==============================] - 0s 88us/step - loss: 32781.1176 - mean_absolute_error: 150.7696 - val_loss: 63468.7009 - val_mean_absolute_error: 231.6963 Epoch 155/5000 148/148 [==============================] - 0s 101us/step - loss: 32757.1822 - mean_absolute_error: 150.7592 - val_loss: 63433.6012 - val_mean_absolute_error: 231.6290 Epoch 156/5000 148/148 [==============================] - 0s 88us/step - loss: 32734.5593 - mean_absolute_error: 150.6462 - val_loss: 63387.2934 - val_mean_absolute_error: 231.5393 Epoch 157/5000 148/148 [==============================] - 0s 74us/step - loss: 32708.3843 - mean_absolute_error: 150.6108 - val_loss: 63351.6275 - val_mean_absolute_error: 231.4704 Epoch 158/5000 148/148 [==============================] - 0s 74us/step - loss: 32685.7651 - mean_absolute_error: 150.5484 - val_loss: 63312.7016 - val_mean_absolute_error: 231.3937 Epoch 159/5000 148/148 [==============================] - 0s 68us/step - loss: 32663.5414 - mean_absolute_error: 150.4764 - val_loss: 63271.8709 - val_mean_absolute_error: 231.3147 Epoch 160/5000 148/148 [==============================] - 0s 68us/step - loss: 32640.3634 - mean_absolute_error: 150.4090 - val_loss: 63229.7500 - val_mean_absolute_error: 231.2335 Epoch 161/5000 148/148 [==============================] - 0s 68us/step - loss: 32619.8621 - mean_absolute_error: 150.3320 - val_loss: 63192.8909 - val_mean_absolute_error: 231.1619 Epoch 162/5000 148/148 [==============================] - 0s 61us/step - loss: 32593.6494 - mean_absolute_error: 150.3004 - val_loss: 63155.4075 - val_mean_absolute_error: 231.0897 Epoch 163/5000 148/148 [==============================] - 0s 68us/step - loss: 32570.5308 - mean_absolute_error: 150.2386 - val_loss: 63116.8278 - val_mean_absolute_error: 231.0154 Epoch 164/5000 148/148 [==============================] - 0s 68us/step - loss: 32546.0624 - mean_absolute_error: 150.2033 - val_loss: 63073.5259 - val_mean_absolute_error: 230.9329 Epoch 165/5000 148/148 [==============================] - 0s 68us/step - loss: 32521.2164 - mean_absolute_error: 150.1405 - val_loss: 63034.2147 - val_mean_absolute_error: 230.8574 Epoch 166/5000 148/148 [==============================] - 0s 68us/step - loss: 32497.6759 - mean_absolute_error: 150.1007 - val_loss: 62994.7141 - val_mean_absolute_error: 230.7807 Epoch 167/5000 148/148 [==============================] - 0s 74us/step - loss: 32474.9261 - mean_absolute_error: 150.0555 - val_loss: 62956.1384 - val_mean_absolute_error: 230.7059 Epoch 168/5000 148/148 [==============================] - 0s 61us/step - loss: 32450.5848 - mean_absolute_error: 150.0052 - val_loss: 62924.8225 - val_mean_absolute_error: 230.6453 Epoch 169/5000 148/148 [==============================] - 0s 68us/step - loss: 32432.2841 - mean_absolute_error: 149.9008 - val_loss: 62883.6562 - val_mean_absolute_error: 230.5653 Epoch 170/5000 148/148 [==============================] - 0s 68us/step - loss: 32406.7698 - mean_absolute_error: 149.9009 - val_loss: 62842.9819 - val_mean_absolute_error: 230.4868 Epoch 171/5000 148/148 [==============================] - 0s 61us/step - loss: 32382.0818 - mean_absolute_error: 149.8490 - val_loss: 62804.4122 - val_mean_absolute_error: 230.4118 Epoch 172/5000 148/148 [==============================] - 0s 68us/step - loss: 32358.4476 - mean_absolute_error: 149.7949 - val_loss: 62762.5844 - val_mean_absolute_error: 230.3305 Epoch 173/5000 148/148 [==============================] - 0s 68us/step - loss: 32335.3231 - mean_absolute_error: 149.7419 - val_loss: 62725.4222 - val_mean_absolute_error: 230.2574 Epoch 174/5000 148/148 [==============================] - 0s 68us/step - loss: 32313.2365 - mean_absolute_error: 149.6844 - val_loss: 62688.1122 - val_mean_absolute_error: 230.1851 Epoch 175/5000 148/148 [==============================] - 0s 61us/step - loss: 32291.9475 - mean_absolute_error: 149.6369 - val_loss: 62652.7072 - val_mean_absolute_error: 230.1147 Epoch 176/5000 148/148 [==============================] - 0s 74us/step - loss: 32272.4576 - mean_absolute_error: 149.5784 - val_loss: 62611.9459 - val_mean_absolute_error: 230.0364 Epoch 177/5000 148/148 [==============================] - 0s 68us/step - loss: 32245.7523 - mean_absolute_error: 149.5173 - val_loss: 62567.7675 - val_mean_absolute_error: 229.9503 Epoch 178/5000 148/148 [==============================] - 0s 74us/step - loss: 32220.3889 - mean_absolute_error: 149.4664 - val_loss: 62527.1356 - val_mean_absolute_error: 229.8712 Epoch 179/5000 148/148 [==============================] - 0s 61us/step - loss: 32197.5406 - mean_absolute_error: 149.4014 - val_loss: 62486.2456 - val_mean_absolute_error: 229.7910 Epoch 180/5000 148/148 [==============================] - 0s 61us/step - loss: 32172.8645 - mean_absolute_error: 149.3492 - val_loss: 62443.2519 - val_mean_absolute_error: 229.7083 Epoch 181/5000 148/148 [==============================] - 0s 74us/step - loss: 32144.5859 - mean_absolute_error: 149.3248 - val_loss: 62412.1109 - val_mean_absolute_error: 229.6475 Epoch 182/5000 148/148 [==============================] - 0s 68us/step - loss: 32125.7445 - mean_absolute_error: 149.2619 - val_loss: 62377.8262 - val_mean_absolute_error: 229.5806 Epoch 183/5000 148/148 [==============================] - 0s 68us/step - loss: 32106.2639 - mean_absolute_error: 149.2305 - val_loss: 62338.1478 - val_mean_absolute_error: 229.5031 Epoch 184/5000 148/148 [==============================] - 0s 68us/step - loss: 32082.6597 - mean_absolute_error: 149.1673 - val_loss: 62306.4478 - val_mean_absolute_error: 229.4410 Epoch 185/5000 148/148 [==============================] - 0s 68us/step - loss: 32063.7077 - mean_absolute_error: 149.1074 - val_loss: 62267.5391 - val_mean_absolute_error: 229.3653 Epoch 186/5000 148/148 [==============================] - 0s 81us/step - loss: 32039.0730 - mean_absolute_error: 149.0457 - val_loss: 62220.2800 - val_mean_absolute_error: 229.2730 Epoch 187/5000 148/148 [==============================] - 0s 68us/step - loss: 32013.5160 - mean_absolute_error: 148.9962 - val_loss: 62181.6944 - val_mean_absolute_error: 229.1975 Epoch 188/5000 148/148 [==============================] - 0s 74us/step - loss: 31989.8934 - mean_absolute_error: 148.9271 - val_loss: 62142.2237 - val_mean_absolute_error: 229.1207 Epoch 189/5000 148/148 [==============================] - 0s 74us/step - loss: 31969.0504 - mean_absolute_error: 148.9056 - val_loss: 62104.4506 - val_mean_absolute_error: 229.0470 Epoch 190/5000 148/148 [==============================] - 0s 68us/step - loss: 31945.9586 - mean_absolute_error: 148.8478 - val_loss: 62065.6363 - val_mean_absolute_error: 228.9715 Epoch 191/5000 148/148 [==============================] - 0s 68us/step - loss: 31922.2871 - mean_absolute_error: 148.8435 - val_loss: 62034.8709 - val_mean_absolute_error: 228.9106 Epoch 192/5000 148/148 [==============================] - 0s 74us/step - loss: 31901.3261 - mean_absolute_error: 148.7702 - val_loss: 61998.4500 - val_mean_absolute_error: 228.8393 Epoch 193/5000 148/148 [==============================] - 0s 61us/step - loss: 31880.2081 - mean_absolute_error: 148.7162 - val_loss: 61958.6972 - val_mean_absolute_error: 228.7616 Epoch 194/5000 148/148 [==============================] - 0s 68us/step - loss: 31858.4576 - mean_absolute_error: 148.6852 - val_loss: 61919.1072 - val_mean_absolute_error: 228.6846 Epoch 195/5000 148/148 [==============================] - 0s 74us/step - loss: 31834.6935 - mean_absolute_error: 148.6945 - val_loss: 61880.8556 - val_mean_absolute_error: 228.6096 Epoch 196/5000 148/148 [==============================] - 0s 61us/step - loss: 31813.2310 - mean_absolute_error: 148.6443 - val_loss: 61843.8634 - val_mean_absolute_error: 228.5363 Epoch 197/5000 148/148 [==============================] - 0s 74us/step - loss: 31787.6658 - mean_absolute_error: 148.5358 - val_loss: 61804.0319 - val_mean_absolute_error: 228.4590 Epoch 198/5000 148/148 [==============================] - 0s 68us/step - loss: 31764.0176 - mean_absolute_error: 148.4846 - val_loss: 61762.4353 - val_mean_absolute_error: 228.3768 Epoch 199/5000 148/148 [==============================] - 0s 68us/step - loss: 31741.1218 - mean_absolute_error: 148.3813 - val_loss: 61727.4594 - val_mean_absolute_error: 228.3081 Epoch 200/5000 148/148 [==============================] - 0s 68us/step - loss: 31719.3331 - mean_absolute_error: 148.3585 - val_loss: 61683.4125 - val_mean_absolute_error: 228.2215 Epoch 201/5000 148/148 [==============================] - 0s 74us/step - loss: 31694.3311 - mean_absolute_error: 148.2828 - val_loss: 61640.3506 - val_mean_absolute_error: 228.1370 Epoch 202/5000 148/148 [==============================] - 0s 61us/step - loss: 31669.0032 - mean_absolute_error: 148.2457 - val_loss: 61604.4566 - val_mean_absolute_error: 228.0661 Epoch 203/5000 148/148 [==============================] - 0s 74us/step - loss: 31653.0059 - mean_absolute_error: 148.1727 - val_loss: 61568.6975 - val_mean_absolute_error: 227.9938 Epoch 204/5000 148/148 [==============================] - 0s 68us/step - loss: 31627.4096 - mean_absolute_error: 148.0812 - val_loss: 61537.9341 - val_mean_absolute_error: 227.9319 Epoch 205/5000 148/148 [==============================] - 0s 61us/step - loss: 31612.9424 - mean_absolute_error: 148.0485 - val_loss: 61495.5587 - val_mean_absolute_error: 227.8484 Epoch 206/5000 148/148 [==============================] - 0s 68us/step - loss: 31582.9992 - mean_absolute_error: 147.9910 - val_loss: 61457.9728 - val_mean_absolute_error: 227.7742 Epoch 207/5000 148/148 [==============================] - 0s 74us/step - loss: 31560.9615 - mean_absolute_error: 147.9207 - val_loss: 61416.4559 - val_mean_absolute_error: 227.6922 Epoch 208/5000 148/148 [==============================] - 0s 68us/step - loss: 31538.0181 - mean_absolute_error: 147.8014 - val_loss: 61374.1316 - val_mean_absolute_error: 227.6086 Epoch 209/5000 148/148 [==============================] - 0s 61us/step - loss: 31512.3796 - mean_absolute_error: 147.7607 - val_loss: 61336.2188 - val_mean_absolute_error: 227.5338 Epoch 210/5000 148/148 [==============================] - 0s 68us/step - loss: 31491.0624 - mean_absolute_error: 147.7335 - val_loss: 61304.9597 - val_mean_absolute_error: 227.4717 Epoch 211/5000 148/148 [==============================] - 0s 74us/step - loss: 31472.1236 - mean_absolute_error: 147.6225 - val_loss: 61267.0797 - val_mean_absolute_error: 227.3961 Epoch 212/5000 148/148 [==============================] - 0s 61us/step - loss: 31448.5045 - mean_absolute_error: 147.5713 - val_loss: 61224.1837 - val_mean_absolute_error: 227.3113 Epoch 213/5000 148/148 [==============================] - 0s 74us/step - loss: 31423.9013 - mean_absolute_error: 147.5188 - val_loss: 61185.6853 - val_mean_absolute_error: 227.2358 Epoch 214/5000 148/148 [==============================] - 0s 68us/step - loss: 31401.3946 - mean_absolute_error: 147.4765 - val_loss: 61148.5953 - val_mean_absolute_error: 227.1631 Epoch 215/5000 148/148 [==============================] - 0s 68us/step - loss: 31378.2003 - mean_absolute_error: 147.4785 - val_loss: 61106.5481 - val_mean_absolute_error: 227.0799 Epoch 216/5000 148/148 [==============================] - 0s 68us/step - loss: 31356.7929 - mean_absolute_error: 147.3989 - val_loss: 61066.7234 - val_mean_absolute_error: 227.0011 Epoch 217/5000 148/148 [==============================] - 0s 68us/step - loss: 31332.0093 - mean_absolute_error: 147.3422 - val_loss: 61039.4403 - val_mean_absolute_error: 226.9470 Epoch 218/5000 148/148 [==============================] - 0s 74us/step - loss: 31314.3122 - mean_absolute_error: 147.2427 - val_loss: 61002.9109 - val_mean_absolute_error: 226.8739 Epoch 219/5000 148/148 [==============================] - 0s 68us/step - loss: 31292.9763 - mean_absolute_error: 147.1781 - val_loss: 60967.9816 - val_mean_absolute_error: 226.8048 Epoch 220/5000 148/148 [==============================] - 0s 61us/step - loss: 31271.9189 - mean_absolute_error: 147.1330 - val_loss: 60934.0644 - val_mean_absolute_error: 226.7381 Epoch 221/5000 148/148 [==============================] - 0s 68us/step - loss: 31255.0987 - mean_absolute_error: 147.0898 - val_loss: 60885.2138 - val_mean_absolute_error: 226.6422 Epoch 222/5000 148/148 [==============================] - 0s 74us/step - loss: 31222.8028 - mean_absolute_error: 147.0580 - val_loss: 60846.2297 - val_mean_absolute_error: 226.5648 Epoch 223/5000 148/148 [==============================] - 0s 68us/step - loss: 31200.9474 - mean_absolute_error: 147.0129 - val_loss: 60806.8222 - val_mean_absolute_error: 226.4866 Epoch 224/5000 148/148 [==============================] - 0s 74us/step - loss: 31177.5431 - mean_absolute_error: 146.9434 - val_loss: 60777.9844 - val_mean_absolute_error: 226.4292 Epoch 225/5000 148/148 [==============================] - 0s 68us/step - loss: 31160.2634 - mean_absolute_error: 146.8920 - val_loss: 60743.9125 - val_mean_absolute_error: 226.3612 Epoch 226/5000 148/148 [==============================] - 0s 68us/step - loss: 31140.4322 - mean_absolute_error: 146.7958 - val_loss: 60701.7334 - val_mean_absolute_error: 226.2783 Epoch 227/5000 148/148 [==============================] - 0s 74us/step - loss: 31114.2669 - mean_absolute_error: 146.7997 - val_loss: 60663.1806 - val_mean_absolute_error: 226.2017 Epoch 228/5000 148/148 [==============================] - 0s 61us/step - loss: 31092.0373 - mean_absolute_error: 146.7464 - val_loss: 60628.1303 - val_mean_absolute_error: 226.1321 Epoch 229/5000 148/148 [==============================] - 0s 74us/step - loss: 31071.1356 - mean_absolute_error: 146.6588 - val_loss: 60583.2181 - val_mean_absolute_error: 226.0438 Epoch 230/5000 148/148 [==============================] - 0s 74us/step - loss: 31045.0119 - mean_absolute_error: 146.6650 - val_loss: 60545.8325 - val_mean_absolute_error: 225.9693 Epoch 231/5000 148/148 [==============================] - 0s 61us/step - loss: 31022.9753 - mean_absolute_error: 146.6077 - val_loss: 60505.4337 - val_mean_absolute_error: 225.8888 Epoch 232/5000 148/148 [==============================] - 0s 81us/step - loss: 31000.2261 - mean_absolute_error: 146.5674 - val_loss: 60473.9203 - val_mean_absolute_error: 225.8257 Epoch 233/5000 148/148 [==============================] - 0s 61us/step - loss: 30981.1889 - mean_absolute_error: 146.5011 - val_loss: 60433.9175 - val_mean_absolute_error: 225.7459 Epoch 234/5000 148/148 [==============================] - 0s 74us/step - loss: 30959.1428 - mean_absolute_error: 146.4708 - val_loss: 60399.0188 - val_mean_absolute_error: 225.6771 Epoch 235/5000 148/148 [==============================] - 0s 74us/step - loss: 30937.9655 - mean_absolute_error: 146.3999 - val_loss: 60359.7094 - val_mean_absolute_error: 225.5972 Epoch 236/5000 148/148 [==============================] - 0s 68us/step - loss: 30915.6102 - mean_absolute_error: 146.3266 - val_loss: 60322.3019 - val_mean_absolute_error: 225.5234 Epoch 237/5000 148/148 [==============================] - 0s 74us/step - loss: 30893.1537 - mean_absolute_error: 146.2367 - val_loss: 60284.2672 - val_mean_absolute_error: 225.4478 Epoch 238/5000 148/148 [==============================] - 0s 68us/step - loss: 30872.7276 - mean_absolute_error: 146.2313 - val_loss: 60239.3909 - val_mean_absolute_error: 225.3581 Epoch 239/5000 148/148 [==============================] - 0s 61us/step - loss: 30845.1186 - mean_absolute_error: 146.1330 - val_loss: 60206.5278 - val_mean_absolute_error: 225.2921 Epoch 240/5000 148/148 [==============================] - 0s 68us/step - loss: 30824.7042 - mean_absolute_error: 146.0893 - val_loss: 60166.8712 - val_mean_absolute_error: 225.2134 Epoch 241/5000 148/148 [==============================] - 0s 74us/step - loss: 30801.1301 - mean_absolute_error: 146.0677 - val_loss: 60128.3406 - val_mean_absolute_error: 225.1365 Epoch 242/5000 148/148 [==============================] - 0s 68us/step - loss: 30780.2262 - mean_absolute_error: 146.0185 - val_loss: 60091.6169 - val_mean_absolute_error: 225.0641 Epoch 243/5000 148/148 [==============================] - 0s 68us/step - loss: 30759.9148 - mean_absolute_error: 146.0039 - val_loss: 60058.0794 - val_mean_absolute_error: 224.9968 Epoch 244/5000 148/148 [==============================] - 0s 68us/step - loss: 30736.9668 - mean_absolute_error: 145.8573 - val_loss: 60021.4662 - val_mean_absolute_error: 224.9235 Epoch 245/5000 148/148 [==============================] - 0s 68us/step - loss: 30713.4790 - mean_absolute_error: 145.8139 - val_loss: 59977.9475 - val_mean_absolute_error: 224.8357 Epoch 246/5000 148/148 [==============================] - 0s 61us/step - loss: 30687.9958 - mean_absolute_error: 145.7814 - val_loss: 59942.4103 - val_mean_absolute_error: 224.7643 Epoch 247/5000 148/148 [==============================] - 0s 74us/step - loss: 30668.6836 - mean_absolute_error: 145.7382 - val_loss: 59902.9969 - val_mean_absolute_error: 224.6857 Epoch 248/5000 148/148 [==============================] - 0s 68us/step - loss: 30647.0955 - mean_absolute_error: 145.7090 - val_loss: 59862.9356 - val_mean_absolute_error: 224.6052 Epoch 249/5000 148/148 [==============================] - 0s 68us/step - loss: 30623.1754 - mean_absolute_error: 145.6221 - val_loss: 59825.6828 - val_mean_absolute_error: 224.5306 Epoch 250/5000 148/148 [==============================] - 0s 81us/step - loss: 30601.2176 - mean_absolute_error: 145.5564 - val_loss: 59790.4341 - val_mean_absolute_error: 224.4598 Epoch 251/5000 148/148 [==============================] - 0s 81us/step - loss: 30581.8771 - mean_absolute_error: 145.5060 - val_loss: 59754.8250 - val_mean_absolute_error: 224.3874 Epoch 252/5000 148/148 [==============================] - 0s 74us/step - loss: 30558.0296 - mean_absolute_error: 145.4673 - val_loss: 59718.1625 - val_mean_absolute_error: 224.3137 Epoch 253/5000 148/148 [==============================] - 0s 70us/step - loss: 30538.5186 - mean_absolute_error: 145.3752 - val_loss: 59683.7278 - val_mean_absolute_error: 224.2442 Epoch 254/5000 148/148 [==============================] - 0s 68us/step - loss: 30516.3686 - mean_absolute_error: 145.3894 - val_loss: 59644.7634 - val_mean_absolute_error: 224.1660 Epoch 255/5000 148/148 [==============================] - 0s 64us/step - loss: 30494.2812 - mean_absolute_error: 145.3254 - val_loss: 59607.3587 - val_mean_absolute_error: 224.0896 Epoch 256/5000 148/148 [==============================] - 0s 68us/step - loss: 30469.1548 - mean_absolute_error: 145.2148 - val_loss: 59567.7087 - val_mean_absolute_error: 224.0100 Epoch 257/5000 148/148 [==============================] - 0s 71us/step - loss: 30448.8830 - mean_absolute_error: 145.1031 - val_loss: 59524.4381 - val_mean_absolute_error: 223.9239 Epoch 258/5000 148/148 [==============================] - 0s 61us/step - loss: 30421.1415 - mean_absolute_error: 145.1015 - val_loss: 59483.6575 - val_mean_absolute_error: 223.8425 Epoch 259/5000 148/148 [==============================] - 0s 65us/step - loss: 30397.6661 - mean_absolute_error: 145.1039 - val_loss: 59445.1212 - val_mean_absolute_error: 223.7649 Epoch 260/5000 148/148 [==============================] - 0s 74us/step - loss: 30375.0026 - mean_absolute_error: 145.0556 - val_loss: 59412.5997 - val_mean_absolute_error: 223.6996 Epoch 261/5000 148/148 [==============================] - 0s 61us/step - loss: 30357.1349 - mean_absolute_error: 144.9780 - val_loss: 59376.3066 - val_mean_absolute_error: 223.6272 Epoch 262/5000 148/148 [==============================] - 0s 68us/step - loss: 30335.0170 - mean_absolute_error: 144.9897 - val_loss: 59336.2641 - val_mean_absolute_error: 223.5460 Epoch 263/5000 148/148 [==============================] - 0s 74us/step - loss: 30312.2621 - mean_absolute_error: 144.9272 - val_loss: 59294.5622 - val_mean_absolute_error: 223.4617 Epoch 264/5000 148/148 [==============================] - 0s 61us/step - loss: 30288.7209 - mean_absolute_error: 144.8758 - val_loss: 59258.2262 - val_mean_absolute_error: 223.3883 Epoch 265/5000 148/148 [==============================] - 0s 61us/step - loss: 30267.9975 - mean_absolute_error: 144.8140 - val_loss: 59215.5903 - val_mean_absolute_error: 223.3021 Epoch 266/5000 148/148 [==============================] - 0s 68us/step - loss: 30242.6300 - mean_absolute_error: 144.7610 - val_loss: 59182.3250 - val_mean_absolute_error: 223.2346 Epoch 267/5000 148/148 [==============================] - 0s 68us/step - loss: 30222.5806 - mean_absolute_error: 144.6606 - val_loss: 59148.9656 - val_mean_absolute_error: 223.1671 Epoch 268/5000 148/148 [==============================] - 0s 68us/step - loss: 30204.2966 - mean_absolute_error: 144.6319 - val_loss: 59119.9181 - val_mean_absolute_error: 223.1075 Epoch 269/5000 148/148 [==============================] - 0s 61us/step - loss: 30184.2400 - mean_absolute_error: 144.5215 - val_loss: 59086.0184 - val_mean_absolute_error: 223.0390 Epoch 270/5000 148/148 [==============================] - 0s 74us/step - loss: 30162.3871 - mean_absolute_error: 144.4584 - val_loss: 59050.5869 - val_mean_absolute_error: 222.9680 Epoch 271/5000 148/148 [==============================] - 0s 61us/step - loss: 30141.8850 - mean_absolute_error: 144.4199 - val_loss: 59006.5931 - val_mean_absolute_error: 222.8788 Epoch 272/5000 148/148 [==============================] - 0s 61us/step - loss: 30121.1938 - mean_absolute_error: 144.3326 - val_loss: 58969.1237 - val_mean_absolute_error: 222.8037 Epoch 273/5000 148/148 [==============================] - 0s 74us/step - loss: 30096.7746 - mean_absolute_error: 144.2924 - val_loss: 58928.6406 - val_mean_absolute_error: 222.7215 Epoch 274/5000 148/148 [==============================] - 0s 61us/step - loss: 30071.0190 - mean_absolute_error: 144.2148 - val_loss: 58887.2347 - val_mean_absolute_error: 222.6376 Epoch 275/5000 148/148 [==============================] - 0s 68us/step - loss: 30048.1676 - mean_absolute_error: 144.1625 - val_loss: 58854.9656 - val_mean_absolute_error: 222.5724 Epoch 276/5000 148/148 [==============================] - 0s 61us/step - loss: 30029.5925 - mean_absolute_error: 144.0893 - val_loss: 58818.1016 - val_mean_absolute_error: 222.4976 Epoch 277/5000 148/148 [==============================] - 0s 68us/step - loss: 30006.1084 - mean_absolute_error: 144.0505 - val_loss: 58788.1266 - val_mean_absolute_error: 222.4378 Epoch 278/5000 148/148 [==============================] - 0s 61us/step - loss: 29989.0967 - mean_absolute_error: 143.9798 - val_loss: 58752.5717 - val_mean_absolute_error: 222.3659 Epoch 279/5000 148/148 [==============================] - 0s 68us/step - loss: 29965.6996 - mean_absolute_error: 143.8911 - val_loss: 58709.7237 - val_mean_absolute_error: 222.2791 Epoch 280/5000 148/148 [==============================] - 0s 68us/step - loss: 29943.0483 - mean_absolute_error: 143.8498 - val_loss: 58682.3259 - val_mean_absolute_error: 222.2234 Epoch 281/5000 148/148 [==============================] - 0s 61us/step - loss: 29923.8525 - mean_absolute_error: 143.7527 - val_loss: 58642.8773 - val_mean_absolute_error: 222.1433 Epoch 282/5000 148/148 [==============================] - 0s 68us/step - loss: 29900.3593 - mean_absolute_error: 143.6929 - val_loss: 58607.0333 - val_mean_absolute_error: 222.0717 Epoch 283/5000 148/148 [==============================] - 0s 68us/step - loss: 29879.1212 - mean_absolute_error: 143.6601 - val_loss: 58568.0058 - val_mean_absolute_error: 221.9927 Epoch 284/5000 148/148 [==============================] - 0s 68us/step - loss: 29856.8219 - mean_absolute_error: 143.6127 - val_loss: 58532.5019 - val_mean_absolute_error: 221.9205 Epoch 285/5000 148/148 [==============================] - 0s 68us/step - loss: 29838.7551 - mean_absolute_error: 143.5452 - val_loss: 58494.6762 - val_mean_absolute_error: 221.8444 Epoch 286/5000 148/148 [==============================] - 0s 70us/step - loss: 29812.5683 - mean_absolute_error: 143.5516 - val_loss: 58455.9997 - val_mean_absolute_error: 221.7654 Epoch 287/5000 148/148 [==============================] - 0s 75us/step - loss: 29789.6740 - mean_absolute_error: 143.4956 - val_loss: 58416.4544 - val_mean_absolute_error: 221.6848 Epoch 288/5000 148/148 [==============================] - 0s 74us/step - loss: 29767.2730 - mean_absolute_error: 143.4405 - val_loss: 58377.1186 - val_mean_absolute_error: 221.6052 Epoch 289/5000 148/148 [==============================] - 0s 71us/step - loss: 29745.4820 - mean_absolute_error: 143.3726 - val_loss: 58344.6687 - val_mean_absolute_error: 221.5388 Epoch 290/5000 148/148 [==============================] - 0s 74us/step - loss: 29725.0623 - mean_absolute_error: 143.2945 - val_loss: 58302.7622 - val_mean_absolute_error: 221.4533 Epoch 291/5000 148/148 [==============================] - 0s 68us/step - loss: 29702.3471 - mean_absolute_error: 143.2655 - val_loss: 58266.6392 - val_mean_absolute_error: 221.3795 Epoch 292/5000 148/148 [==============================] - 0s 74us/step - loss: 29681.0981 - mean_absolute_error: 143.2056 - val_loss: 58228.3042 - val_mean_absolute_error: 221.3009 Epoch 293/5000 148/148 [==============================] - 0s 74us/step - loss: 29659.3494 - mean_absolute_error: 143.1523 - val_loss: 58191.6767 - val_mean_absolute_error: 221.2272 Epoch 294/5000 148/148 [==============================] - 0s 61us/step - loss: 29636.0681 - mean_absolute_error: 143.0644 - val_loss: 58152.0581 - val_mean_absolute_error: 221.1470 Epoch 295/5000 148/148 [==============================] - 0s 81us/step - loss: 29612.7931 - mean_absolute_error: 143.0762 - val_loss: 58114.8431 - val_mean_absolute_error: 221.0714 Epoch 296/5000 148/148 [==============================] - 0s 68us/step - loss: 29591.2618 - mean_absolute_error: 143.0283 - val_loss: 58076.5525 - val_mean_absolute_error: 220.9935 Epoch 297/5000 148/148 [==============================] - 0s 68us/step - loss: 29567.9105 - mean_absolute_error: 142.9672 - val_loss: 58035.5095 - val_mean_absolute_error: 220.9095 Epoch 298/5000 148/148 [==============================] - 0s 68us/step - loss: 29544.5490 - mean_absolute_error: 142.9165 - val_loss: 57997.2689 - val_mean_absolute_error: 220.8311 Epoch 299/5000 148/148 [==============================] - 0s 68us/step - loss: 29524.2429 - mean_absolute_error: 142.8855 - val_loss: 57960.9887 - val_mean_absolute_error: 220.7565 Epoch 300/5000 148/148 [==============================] - 0s 61us/step - loss: 29503.9964 - mean_absolute_error: 142.7823 - val_loss: 57926.3019 - val_mean_absolute_error: 220.6854 Epoch 301/5000 148/148 [==============================] - 0s 68us/step - loss: 29480.9997 - mean_absolute_error: 142.7515 - val_loss: 57891.7967 - val_mean_absolute_error: 220.6146 Epoch 302/5000 148/148 [==============================] - 0s 68us/step - loss: 29462.2976 - mean_absolute_error: 142.6942 - val_loss: 57855.1858 - val_mean_absolute_error: 220.5397 Epoch 303/5000 148/148 [==============================] - 0s 61us/step - loss: 29440.0304 - mean_absolute_error: 142.6585 - val_loss: 57817.5675 - val_mean_absolute_error: 220.4616 Epoch 304/5000 148/148 [==============================] - 0s 68us/step - loss: 29419.7075 - mean_absolute_error: 142.5683 - val_loss: 57785.3572 - val_mean_absolute_error: 220.3950 Epoch 305/5000 148/148 [==============================] - 0s 61us/step - loss: 29398.0908 - mean_absolute_error: 142.4743 - val_loss: 57745.1192 - val_mean_absolute_error: 220.3114 Epoch 306/5000 148/148 [==============================] - 0s 68us/step - loss: 29375.4568 - mean_absolute_error: 142.3986 - val_loss: 57710.7769 - val_mean_absolute_error: 220.2408 Epoch 307/5000 148/148 [==============================] - 0s 68us/step - loss: 29352.8145 - mean_absolute_error: 142.3039 - val_loss: 57676.6056 - val_mean_absolute_error: 220.1705 Epoch 308/5000 148/148 [==============================] - 0s 68us/step - loss: 29332.9775 - mean_absolute_error: 142.2358 - val_loss: 57643.8281 - val_mean_absolute_error: 220.1021 Epoch 309/5000 148/148 [==============================] - 0s 74us/step - loss: 29313.5647 - mean_absolute_error: 142.1545 - val_loss: 57599.1488 - val_mean_absolute_error: 220.0101 Epoch 310/5000 148/148 [==============================] - 0s 68us/step - loss: 29287.5426 - mean_absolute_error: 142.0860 - val_loss: 57564.7900 - val_mean_absolute_error: 219.9393 Epoch 311/5000 148/148 [==============================] - 0s 68us/step - loss: 29267.2820 - mean_absolute_error: 142.0533 - val_loss: 57528.9775 - val_mean_absolute_error: 219.8657 Epoch 312/5000 148/148 [==============================] - 0s 68us/step - loss: 29245.1967 - mean_absolute_error: 141.9467 - val_loss: 57490.7611 - val_mean_absolute_error: 219.7872 Epoch 313/5000 148/148 [==============================] - 0s 61us/step - loss: 29223.8841 - mean_absolute_error: 141.9188 - val_loss: 57449.7887 - val_mean_absolute_error: 219.7025 Epoch 314/5000 148/148 [==============================] - 0s 61us/step - loss: 29199.8196 - mean_absolute_error: 141.8976 - val_loss: 57416.7741 - val_mean_absolute_error: 219.6346 Epoch 315/5000 148/148 [==============================] - 0s 68us/step - loss: 29180.2322 - mean_absolute_error: 141.8364 - val_loss: 57382.5959 - val_mean_absolute_error: 219.5622 Epoch 316/5000 148/148 [==============================] - 0s 61us/step - loss: 29159.5708 - mean_absolute_error: 141.7708 - val_loss: 57350.1537 - val_mean_absolute_error: 219.4939 Epoch 317/5000 148/148 [==============================] - 0s 61us/step - loss: 29144.2329 - mean_absolute_error: 141.6782 - val_loss: 57314.6344 - val_mean_absolute_error: 219.4206 Epoch 318/5000 148/148 [==============================] - 0s 68us/step - loss: 29118.3697 - mean_absolute_error: 141.5889 - val_loss: 57275.2652 - val_mean_absolute_error: 219.3384 Epoch 319/5000 148/148 [==============================] - 0s 68us/step - loss: 29097.0856 - mean_absolute_error: 141.5528 - val_loss: 57243.9578 - val_mean_absolute_error: 219.2741 Epoch 320/5000 148/148 [==============================] - 0s 68us/step - loss: 29080.6390 - mean_absolute_error: 141.4625 - val_loss: 57203.9530 - val_mean_absolute_error: 219.1898 Epoch 321/5000 148/148 [==============================] - 0s 74us/step - loss: 29057.2999 - mean_absolute_error: 141.3904 - val_loss: 57163.5075 - val_mean_absolute_error: 219.1048 Epoch 322/5000 148/148 [==============================] - 0s 74us/step - loss: 29031.9597 - mean_absolute_error: 141.3076 - val_loss: 57129.2411 - val_mean_absolute_error: 219.0336 Epoch 323/5000 148/148 [==============================] - 0s 61us/step - loss: 29013.5675 - mean_absolute_error: 141.2140 - val_loss: 57085.7934 - val_mean_absolute_error: 218.9445 Epoch 324/5000 148/148 [==============================] - 0s 61us/step - loss: 28987.0607 - mean_absolute_error: 141.2072 - val_loss: 57051.1922 - val_mean_absolute_error: 218.8726 Epoch 325/5000 148/148 [==============================] - 0s 74us/step - loss: 28965.5515 - mean_absolute_error: 141.1594 - val_loss: 57009.6959 - val_mean_absolute_error: 218.7866 Epoch 326/5000 148/148 [==============================] - 0s 74us/step - loss: 28943.0798 - mean_absolute_error: 141.1209 - val_loss: 56969.7402 - val_mean_absolute_error: 218.7037 Epoch 327/5000 148/148 [==============================] - 0s 74us/step - loss: 28920.7021 - mean_absolute_error: 141.0665 - val_loss: 56935.7559 - val_mean_absolute_error: 218.6332 Epoch 328/5000 148/148 [==============================] - 0s 74us/step - loss: 28899.9617 - mean_absolute_error: 141.0105 - val_loss: 56900.6409 - val_mean_absolute_error: 218.5601 Epoch 329/5000 148/148 [==============================] - 0s 61us/step - loss: 28878.6114 - mean_absolute_error: 140.9777 - val_loss: 56871.2930 - val_mean_absolute_error: 218.4996 Epoch 330/5000 148/148 [==============================] - 0s 74us/step - loss: 28861.0286 - mean_absolute_error: 140.9175 - val_loss: 56835.5005 - val_mean_absolute_error: 218.4250 Epoch 331/5000 148/148 [==============================] - 0s 74us/step - loss: 28842.6563 - mean_absolute_error: 140.8532 - val_loss: 56794.8605 - val_mean_absolute_error: 218.3404 Epoch 332/5000 148/148 [==============================] - 0s 61us/step - loss: 28821.5415 - mean_absolute_error: 140.7892 - val_loss: 56755.8702 - val_mean_absolute_error: 218.2593 Epoch 333/5000 148/148 [==============================] - 0s 68us/step - loss: 28793.7968 - mean_absolute_error: 140.7936 - val_loss: 56720.8042 - val_mean_absolute_error: 218.1867 Epoch 334/5000 148/148 [==============================] - 0s 68us/step - loss: 28773.4796 - mean_absolute_error: 140.7342 - val_loss: 56682.2083 - val_mean_absolute_error: 218.1064 Epoch 335/5000 148/148 [==============================] - 0s 68us/step - loss: 28751.7678 - mean_absolute_error: 140.6948 - val_loss: 56653.1244 - val_mean_absolute_error: 218.0461 Epoch 336/5000 148/148 [==============================] - 0s 68us/step - loss: 28737.0762 - mean_absolute_error: 140.6323 - val_loss: 56616.9064 - val_mean_absolute_error: 217.9708 Epoch 337/5000 148/148 [==============================] - 0s 74us/step - loss: 28713.8834 - mean_absolute_error: 140.6036 - val_loss: 56581.3319 - val_mean_absolute_error: 217.8977 Epoch 338/5000 148/148 [==============================] - 0s 68us/step - loss: 28693.8840 - mean_absolute_error: 140.4937 - val_loss: 56543.3914 - val_mean_absolute_error: 217.8176 Epoch 339/5000 148/148 [==============================] - 0s 68us/step - loss: 28671.7831 - mean_absolute_error: 140.4534 - val_loss: 56504.6062 - val_mean_absolute_error: 217.7366 Epoch 340/5000 148/148 [==============================] - 0s 68us/step - loss: 28647.8567 - mean_absolute_error: 140.3760 - val_loss: 56467.8747 - val_mean_absolute_error: 217.6600 Epoch 341/5000 148/148 [==============================] - 0s 68us/step - loss: 28626.9831 - mean_absolute_error: 140.3558 - val_loss: 56431.7736 - val_mean_absolute_error: 217.5847 Epoch 342/5000 148/148 [==============================] - 0s 68us/step - loss: 28607.2306 - mean_absolute_error: 140.2549 - val_loss: 56389.8086 - val_mean_absolute_error: 217.4979 Epoch 343/5000 148/148 [==============================] - 0s 61us/step - loss: 28579.6538 - mean_absolute_error: 140.2528 - val_loss: 56356.2586 - val_mean_absolute_error: 217.4277 Epoch 344/5000 148/148 [==============================] - 0s 68us/step - loss: 28560.0186 - mean_absolute_error: 140.2032 - val_loss: 56318.4911 - val_mean_absolute_error: 217.3486 Epoch 345/5000 148/148 [==============================] - 0s 74us/step - loss: 28538.7014 - mean_absolute_error: 140.1524 - val_loss: 56285.0473 - val_mean_absolute_error: 217.2785 Epoch 346/5000 148/148 [==============================] - 0s 68us/step - loss: 28518.2281 - mean_absolute_error: 140.1074 - val_loss: 56249.1172 - val_mean_absolute_error: 217.2040 Epoch 347/5000 148/148 [==============================] - 0s 61us/step - loss: 28497.3354 - mean_absolute_error: 140.0491 - val_loss: 56216.2217 - val_mean_absolute_error: 217.1350 Epoch 348/5000 148/148 [==============================] - 0s 74us/step - loss: 28478.0935 - mean_absolute_error: 139.9799 - val_loss: 56179.7778 - val_mean_absolute_error: 217.0585 Epoch 349/5000 148/148 [==============================] - 0s 68us/step - loss: 28457.6528 - mean_absolute_error: 139.8920 - val_loss: 56142.7675 - val_mean_absolute_error: 216.9807 Epoch 350/5000 148/148 [==============================] - 0s 68us/step - loss: 28436.5864 - mean_absolute_error: 139.8202 - val_loss: 56112.3789 - val_mean_absolute_error: 216.9181 Epoch 351/5000 148/148 [==============================] - 0s 61us/step - loss: 28419.1917 - mean_absolute_error: 139.7991 - val_loss: 56069.2900 - val_mean_absolute_error: 216.8274 Epoch 352/5000 148/148 [==============================] - 0s 74us/step - loss: 28394.1235 - mean_absolute_error: 139.7116 - val_loss: 56031.0550 - val_mean_absolute_error: 216.7473 Epoch 353/5000 148/148 [==============================] - 0s 68us/step - loss: 28372.8170 - mean_absolute_error: 139.6475 - val_loss: 55996.9350 - val_mean_absolute_error: 216.6757 Epoch 354/5000 148/148 [==============================] - 0s 68us/step - loss: 28351.5638 - mean_absolute_error: 139.6186 - val_loss: 55958.0461 - val_mean_absolute_error: 216.5940 Epoch 355/5000 148/148 [==============================] - 0s 74us/step - loss: 28330.2598 - mean_absolute_error: 139.5964 - val_loss: 55932.5322 - val_mean_absolute_error: 216.5405 Epoch 356/5000 148/148 [==============================] - 0s 61us/step - loss: 28313.3775 - mean_absolute_error: 139.5104 - val_loss: 55903.7089 - val_mean_absolute_error: 216.4799 Epoch 357/5000 148/148 [==============================] - 0s 68us/step - loss: 28297.8939 - mean_absolute_error: 139.3812 - val_loss: 55867.6400 - val_mean_absolute_error: 216.4046 Epoch 358/5000 148/148 [==============================] - 0s 74us/step - loss: 28275.3875 - mean_absolute_error: 139.3689 - val_loss: 55834.4186 - val_mean_absolute_error: 216.3338 Epoch 359/5000 148/148 [==============================] - 0s 61us/step - loss: 28255.8534 - mean_absolute_error: 139.2906 - val_loss: 55799.1508 - val_mean_absolute_error: 216.2591 Epoch 360/5000 148/148 [==============================] - 0s 74us/step - loss: 28234.3511 - mean_absolute_error: 139.2262 - val_loss: 55759.6686 - val_mean_absolute_error: 216.1761 Epoch 361/5000 148/148 [==============================] - 0s 74us/step - loss: 28214.2608 - mean_absolute_error: 139.1246 - val_loss: 55720.3627 - val_mean_absolute_error: 216.0942 Epoch 362/5000 148/148 [==============================] - 0s 61us/step - loss: 28187.8963 - mean_absolute_error: 139.1208 - val_loss: 55688.1670 - val_mean_absolute_error: 216.0248 Epoch 363/5000 148/148 [==============================] - 0s 68us/step - loss: 28170.3028 - mean_absolute_error: 139.0651 - val_loss: 55656.2334 - val_mean_absolute_error: 215.9575 Epoch 364/5000 148/148 [==============================] - 0s 81us/step - loss: 28151.0722 - mean_absolute_error: 139.0118 - val_loss: 55614.0775 - val_mean_absolute_error: 215.8685 Epoch 365/5000 148/148 [==============================] - 0s 71us/step - loss: 28126.3901 - mean_absolute_error: 138.9484 - val_loss: 55579.5523 - val_mean_absolute_error: 215.7956 Epoch 366/5000 148/148 [==============================] - 0s 101us/step - loss: 28106.8467 - mean_absolute_error: 138.9167 - val_loss: 55545.1758 - val_mean_absolute_error: 215.7225 Epoch 367/5000 148/148 [==============================] - 0s 88us/step - loss: 28088.9753 - mean_absolute_error: 138.8552 - val_loss: 55508.7913 - val_mean_absolute_error: 215.6464 Epoch 368/5000 148/148 [==============================] - 0s 81us/step - loss: 28063.6794 - mean_absolute_error: 138.8491 - val_loss: 55472.0181 - val_mean_absolute_error: 215.5688 Epoch 369/5000 148/148 [==============================] - 0s 68us/step - loss: 28044.1715 - mean_absolute_error: 138.7640 - val_loss: 55439.6373 - val_mean_absolute_error: 215.5005 Epoch 370/5000 148/148 [==============================] - 0s 81us/step - loss: 28023.7997 - mean_absolute_error: 138.7006 - val_loss: 55399.1422 - val_mean_absolute_error: 215.4148 Epoch 371/5000 148/148 [==============================] - 0s 68us/step - loss: 28000.7290 - mean_absolute_error: 138.6326 - val_loss: 55366.0528 - val_mean_absolute_error: 215.3449 Epoch 372/5000 148/148 [==============================] - 0s 81us/step - loss: 27981.8067 - mean_absolute_error: 138.5547 - val_loss: 55332.7087 - val_mean_absolute_error: 215.2742 Epoch 373/5000 148/148 [==============================] - 0s 88us/step - loss: 27962.6610 - mean_absolute_error: 138.5006 - val_loss: 55294.8009 - val_mean_absolute_error: 215.1939 Epoch 374/5000 148/148 [==============================] - 0s 115us/step - loss: 27940.7929 - mean_absolute_error: 138.4739 - val_loss: 55264.6773 - val_mean_absolute_error: 215.1282 Epoch 375/5000 148/148 [==============================] - 0s 128us/step - loss: 27925.7897 - mean_absolute_error: 138.4073 - val_loss: 55224.2389 - val_mean_absolute_error: 215.0426 Epoch 376/5000 148/148 [==============================] - 0s 74us/step - loss: 27901.6709 - mean_absolute_error: 138.3870 - val_loss: 55193.4292 - val_mean_absolute_error: 214.9768 Epoch 377/5000 148/148 [==============================] - 0s 95us/step - loss: 27881.8662 - mean_absolute_error: 138.3061 - val_loss: 55156.8839 - val_mean_absolute_error: 214.8997 Epoch 378/5000 148/148 [==============================] - 0s 101us/step - loss: 27861.2526 - mean_absolute_error: 138.2214 - val_loss: 55120.3172 - val_mean_absolute_error: 214.8223 Epoch 379/5000 148/148 [==============================] - 0s 142us/step - loss: 27841.4950 - mean_absolute_error: 138.1736 - val_loss: 55080.4445 - val_mean_absolute_error: 214.7388 Epoch 380/5000 148/148 [==============================] - 0s 182us/step - loss: 27818.8768 - mean_absolute_error: 138.1286 - val_loss: 55044.1686 - val_mean_absolute_error: 214.6617 Epoch 381/5000 148/148 [==============================] - 0s 142us/step - loss: 27797.3594 - mean_absolute_error: 138.0852 - val_loss: 55010.1691 - val_mean_absolute_error: 214.5895 Epoch 382/5000 148/148 [==============================] - 0s 135us/step - loss: 27783.0092 - mean_absolute_error: 138.0208 - val_loss: 54975.0334 - val_mean_absolute_error: 214.5145 Epoch 383/5000 148/148 [==============================] - 0s 115us/step - loss: 27757.9379 - mean_absolute_error: 137.9430 - val_loss: 54935.6072 - val_mean_absolute_error: 214.4297 Epoch 384/5000 148/148 [==============================] - 0s 115us/step - loss: 27733.3705 - mean_absolute_error: 137.9036 - val_loss: 54900.3353 - val_mean_absolute_error: 214.3545 Epoch 385/5000 148/148 [==============================] - 0s 122us/step - loss: 27712.4543 - mean_absolute_error: 137.8533 - val_loss: 54861.5400 - val_mean_absolute_error: 214.2722 Epoch 386/5000 148/148 [==============================] - 0s 135us/step - loss: 27691.5575 - mean_absolute_error: 137.7894 - val_loss: 54821.9844 - val_mean_absolute_error: 214.1878 Epoch 387/5000 148/148 [==============================] - 0s 115us/step - loss: 27669.4448 - mean_absolute_error: 137.7488 - val_loss: 54797.4806 - val_mean_absolute_error: 214.1358 Epoch 388/5000 148/148 [==============================] - 0s 95us/step - loss: 27650.9195 - mean_absolute_error: 137.6567 - val_loss: 54760.7725 - val_mean_absolute_error: 214.0578 Epoch 389/5000 148/148 [==============================] - 0s 101us/step - loss: 27630.6224 - mean_absolute_error: 137.6055 - val_loss: 54725.2644 - val_mean_absolute_error: 213.9830 Epoch 390/5000 148/148 [==============================] - 0s 108us/step - loss: 27610.7819 - mean_absolute_error: 137.5488 - val_loss: 54695.5516 - val_mean_absolute_error: 213.9200 Epoch 391/5000 148/148 [==============================] - 0s 101us/step - loss: 27594.8537 - mean_absolute_error: 137.5788 - val_loss: 54658.6609 - val_mean_absolute_error: 213.8421 Epoch 392/5000 148/148 [==============================] - 0s 108us/step - loss: 27570.2110 - mean_absolute_error: 137.4970 - val_loss: 54624.9978 - val_mean_absolute_error: 213.7703 Epoch 393/5000 148/148 [==============================] - 0s 95us/step - loss: 27550.4276 - mean_absolute_error: 137.4509 - val_loss: 54591.7633 - val_mean_absolute_error: 213.6983 Epoch 394/5000 148/148 [==============================] - 0s 149us/step - loss: 27533.3593 - mean_absolute_error: 137.3507 - val_loss: 54547.0664 - val_mean_absolute_error: 213.6035 Epoch 395/5000 148/148 [==============================] - 0s 122us/step - loss: 27505.9201 - mean_absolute_error: 137.3451 - val_loss: 54519.4934 - val_mean_absolute_error: 213.5441 Epoch 396/5000 148/148 [==============================] - 0s 108us/step - loss: 27489.7702 - mean_absolute_error: 137.2945 - val_loss: 54484.6658 - val_mean_absolute_error: 213.4691 Epoch 397/5000 148/148 [==============================] - 0s 95us/step - loss: 27470.0604 - mean_absolute_error: 137.2336 - val_loss: 54451.1428 - val_mean_absolute_error: 213.3968 Epoch 398/5000 148/148 [==============================] - 0s 81us/step - loss: 27452.0190 - mean_absolute_error: 137.1777 - val_loss: 54413.7487 - val_mean_absolute_error: 213.3167 Epoch 399/5000 148/148 [==============================] - 0s 95us/step - loss: 27430.3381 - mean_absolute_error: 137.1346 - val_loss: 54382.5673 - val_mean_absolute_error: 213.2498 Epoch 400/5000 148/148 [==============================] - 0s 81us/step - loss: 27413.0891 - mean_absolute_error: 137.0497 - val_loss: 54340.1319 - val_mean_absolute_error: 213.1597 Epoch 401/5000 148/148 [==============================] - 0s 88us/step - loss: 27386.5508 - mean_absolute_error: 137.0492 - val_loss: 54302.5792 - val_mean_absolute_error: 213.0791 Epoch 402/5000 148/148 [==============================] - 0s 115us/step - loss: 27365.9125 - mean_absolute_error: 136.9890 - val_loss: 54270.0570 - val_mean_absolute_error: 213.0093 Epoch 403/5000 148/148 [==============================] - 0s 88us/step - loss: 27347.2461 - mean_absolute_error: 136.9325 - val_loss: 54241.2645 - val_mean_absolute_error: 212.9476 Epoch 404/5000 148/148 [==============================] - 0s 74us/step - loss: 27331.8567 - mean_absolute_error: 136.8887 - val_loss: 54203.7319 - val_mean_absolute_error: 212.8670 Epoch 405/5000 148/148 [==============================] - 0s 81us/step - loss: 27309.8579 - mean_absolute_error: 136.8456 - val_loss: 54168.2631 - val_mean_absolute_error: 212.7897 Epoch 406/5000 148/148 [==============================] - 0s 108us/step - loss: 27289.6697 - mean_absolute_error: 136.7569 - val_loss: 54133.0597 - val_mean_absolute_error: 212.7131 Epoch 407/5000 148/148 [==============================] - 0s 108us/step - loss: 27269.0272 - mean_absolute_error: 136.6666 - val_loss: 54093.0920 - val_mean_absolute_error: 212.6264 Epoch 408/5000 148/148 [==============================] - 0s 122us/step - loss: 27246.3662 - mean_absolute_error: 136.6415 - val_loss: 54061.6197 - val_mean_absolute_error: 212.5596 Epoch 409/5000 148/148 [==============================] - 0s 115us/step - loss: 27226.8487 - mean_absolute_error: 136.5883 - val_loss: 54030.3866 - val_mean_absolute_error: 212.4922 Epoch 410/5000 148/148 [==============================] - 0s 95us/step - loss: 27208.7183 - mean_absolute_error: 136.5058 - val_loss: 54003.9703 - val_mean_absolute_error: 212.4362 Epoch 411/5000 148/148 [==============================] - 0s 88us/step - loss: 27191.9739 - mean_absolute_error: 136.4194 - val_loss: 53975.7436 - val_mean_absolute_error: 212.3753 Epoch 412/5000 148/148 [==============================] - 0s 101us/step - loss: 27175.9982 - mean_absolute_error: 136.3418 - val_loss: 53935.3916 - val_mean_absolute_error: 212.2874 Epoch 413/5000 148/148 [==============================] - 0s 101us/step - loss: 27151.4492 - mean_absolute_error: 136.2954 - val_loss: 53901.5920 - val_mean_absolute_error: 212.2145 Epoch 414/5000 148/148 [==============================] - 0s 88us/step - loss: 27132.6191 - mean_absolute_error: 136.2185 - val_loss: 53865.0441 - val_mean_absolute_error: 212.1364 Epoch 415/5000 148/148 [==============================] - 0s 81us/step - loss: 27114.8246 - mean_absolute_error: 136.1806 - val_loss: 53831.7603 - val_mean_absolute_error: 212.0652 Epoch 416/5000 148/148 [==============================] - 0s 81us/step - loss: 27094.0328 - mean_absolute_error: 136.1221 - val_loss: 53792.3555 - val_mean_absolute_error: 211.9815 Epoch 417/5000 148/148 [==============================] - 0s 88us/step - loss: 27071.2771 - mean_absolute_error: 136.0857 - val_loss: 53761.6408 - val_mean_absolute_error: 211.9172 Epoch 418/5000 148/148 [==============================] - 0s 81us/step - loss: 27051.5166 - mean_absolute_error: 136.0038 - val_loss: 53724.0753 - val_mean_absolute_error: 211.8374 Epoch 419/5000 148/148 [==============================] - 0s 74us/step - loss: 27030.7009 - mean_absolute_error: 135.9805 - val_loss: 53688.3575 - val_mean_absolute_error: 211.7617 Epoch 420/5000 148/148 [==============================] - 0s 74us/step - loss: 27014.8391 - mean_absolute_error: 135.8996 - val_loss: 53657.6270 - val_mean_absolute_error: 211.6946 Epoch 421/5000 148/148 [==============================] - 0s 101us/step - loss: 26991.6324 - mean_absolute_error: 135.7964 - val_loss: 53616.7225 - val_mean_absolute_error: 211.6083 Epoch 422/5000 148/148 [==============================] - 0s 81us/step - loss: 26967.6478 - mean_absolute_error: 135.7998 - val_loss: 53581.1956 - val_mean_absolute_error: 211.5326 Epoch 423/5000 148/148 [==============================] - 0s 88us/step - loss: 26945.9948 - mean_absolute_error: 135.7442 - val_loss: 53544.0130 - val_mean_absolute_error: 211.4536 Epoch 424/5000 148/148 [==============================] - 0s 88us/step - loss: 26926.3718 - mean_absolute_error: 135.6933 - val_loss: 53511.7908 - val_mean_absolute_error: 211.3850 Epoch 425/5000 148/148 [==============================] - 0s 74us/step - loss: 26908.6590 - mean_absolute_error: 135.6416 - val_loss: 53478.7128 - val_mean_absolute_error: 211.3145 Epoch 426/5000 148/148 [==============================] - 0s 68us/step - loss: 26887.5458 - mean_absolute_error: 135.5790 - val_loss: 53441.9380 - val_mean_absolute_error: 211.2360 Epoch 427/5000 148/148 [==============================] - 0s 81us/step - loss: 26869.5341 - mean_absolute_error: 135.5151 - val_loss: 53402.4884 - val_mean_absolute_error: 211.1518 Epoch 428/5000 148/148 [==============================] - 0s 95us/step - loss: 26847.3361 - mean_absolute_error: 135.4660 - val_loss: 53367.3561 - val_mean_absolute_error: 211.0767 Epoch 429/5000 148/148 [==============================] - 0s 95us/step - loss: 26828.3568 - mean_absolute_error: 135.4576 - val_loss: 53330.6444 - val_mean_absolute_error: 210.9983 Epoch 430/5000 148/148 [==============================] - 0s 95us/step - loss: 26803.8054 - mean_absolute_error: 135.3805 - val_loss: 53290.5134 - val_mean_absolute_error: 210.9127 Epoch 431/5000 148/148 [==============================] - 0s 108us/step - loss: 26781.8934 - mean_absolute_error: 135.3433 - val_loss: 53259.7253 - val_mean_absolute_error: 210.8467 Epoch 432/5000 148/148 [==============================] - 0s 81us/step - loss: 26768.9064 - mean_absolute_error: 135.2384 - val_loss: 53228.3170 - val_mean_absolute_error: 210.7798 Epoch 433/5000 148/148 [==============================] - 0s 74us/step - loss: 26748.4035 - mean_absolute_error: 135.2003 - val_loss: 53189.7286 - val_mean_absolute_error: 210.6980 Epoch 434/5000 148/148 [==============================] - 0s 81us/step - loss: 26723.6174 - mean_absolute_error: 135.1780 - val_loss: 53158.6806 - val_mean_absolute_error: 210.6314 Epoch 435/5000 148/148 [==============================] - 0s 81us/step - loss: 26704.3129 - mean_absolute_error: 135.1250 - val_loss: 53122.2892 - val_mean_absolute_error: 210.5535 Epoch 436/5000 148/148 [==============================] - 0s 81us/step - loss: 26686.3612 - mean_absolute_error: 135.0838 - val_loss: 53089.9766 - val_mean_absolute_error: 210.4846 Epoch 437/5000 148/148 [==============================] - 0s 74us/step - loss: 26666.4317 - mean_absolute_error: 135.0083 - val_loss: 53060.4702 - val_mean_absolute_error: 210.4213 Epoch 438/5000 148/148 [==============================] - 0s 68us/step - loss: 26646.4231 - mean_absolute_error: 134.9151 - val_loss: 53025.6402 - val_mean_absolute_error: 210.3466 Epoch 439/5000 148/148 [==============================] - 0s 81us/step - loss: 26628.1727 - mean_absolute_error: 134.8118 - val_loss: 52989.9391 - val_mean_absolute_error: 210.2699 Epoch 440/5000 148/148 [==============================] - 0s 88us/step - loss: 26607.4546 - mean_absolute_error: 134.7681 - val_loss: 52954.4094 - val_mean_absolute_error: 210.1939 Epoch 441/5000 148/148 [==============================] - 0s 81us/step - loss: 26586.2630 - mean_absolute_error: 134.6839 - val_loss: 52919.2361 - val_mean_absolute_error: 210.1185 Epoch 442/5000 148/148 [==============================] - 0s 81us/step - loss: 26566.8288 - mean_absolute_error: 134.6486 - val_loss: 52879.7214 - val_mean_absolute_error: 210.0327 Epoch 443/5000 148/148 [==============================] - 0s 81us/step - loss: 26542.3823 - mean_absolute_error: 134.6115 - val_loss: 52849.3602 - val_mean_absolute_error: 209.9673 Epoch 444/5000 148/148 [==============================] - 0s 101us/step - loss: 26526.5458 - mean_absolute_error: 134.5101 - val_loss: 52811.7209 - val_mean_absolute_error: 209.8865 Epoch 445/5000 148/148 [==============================] - 0s 68us/step - loss: 26504.2231 - mean_absolute_error: 134.4822 - val_loss: 52775.7002 - val_mean_absolute_error: 209.8088 Epoch 446/5000 148/148 [==============================] - 0s 88us/step - loss: 26484.5655 - mean_absolute_error: 134.4079 - val_loss: 52743.0625 - val_mean_absolute_error: 209.7388 Epoch 447/5000 148/148 [==============================] - 0s 81us/step - loss: 26465.1276 - mean_absolute_error: 134.3517 - val_loss: 52708.5684 - val_mean_absolute_error: 209.6647 Epoch 448/5000 148/148 [==============================] - 0s 68us/step - loss: 26447.3723 - mean_absolute_error: 134.3004 - val_loss: 52675.7325 - val_mean_absolute_error: 209.5938 Epoch 449/5000 148/148 [==============================] - 0s 81us/step - loss: 26426.8501 - mean_absolute_error: 134.2567 - val_loss: 52640.7853 - val_mean_absolute_error: 209.5187 Epoch 450/5000 148/148 [==============================] - 0s 81us/step - loss: 26406.2415 - mean_absolute_error: 134.2190 - val_loss: 52603.6977 - val_mean_absolute_error: 209.4391 Epoch 451/5000 148/148 [==============================] - 0s 95us/step - loss: 26384.0063 - mean_absolute_error: 134.1298 - val_loss: 52569.0758 - val_mean_absolute_error: 209.3646 Epoch 452/5000 148/148 [==============================] - 0s 81us/step - loss: 26363.4025 - mean_absolute_error: 134.0894 - val_loss: 52539.2739 - val_mean_absolute_error: 209.3004 Epoch 453/5000 148/148 [==============================] - 0s 81us/step - loss: 26346.9423 - mean_absolute_error: 134.0021 - val_loss: 52504.4669 - val_mean_absolute_error: 209.2257 Epoch 454/5000 148/148 [==============================] - 0s 81us/step - loss: 26330.3655 - mean_absolute_error: 133.9066 - val_loss: 52465.4231 - val_mean_absolute_error: 209.1415 Epoch 455/5000 148/148 [==============================] - 0s 88us/step - loss: 26307.1852 - mean_absolute_error: 133.8698 - val_loss: 52429.7098 - val_mean_absolute_error: 209.0650 Epoch 456/5000 148/148 [==============================] - 0s 74us/step - loss: 26284.0901 - mean_absolute_error: 133.8663 - val_loss: 52397.1050 - val_mean_absolute_error: 208.9945 Epoch 457/5000 148/148 [==============================] - 0s 81us/step - loss: 26264.4569 - mean_absolute_error: 133.8049 - val_loss: 52364.4769 - val_mean_absolute_error: 208.9237 Epoch 458/5000 148/148 [==============================] - 0s 81us/step - loss: 26245.6722 - mean_absolute_error: 133.7313 - val_loss: 52329.1023 - val_mean_absolute_error: 208.8479 Epoch 459/5000 148/148 [==============================] - 0s 68us/step - loss: 26224.4793 - mean_absolute_error: 133.7359 - val_loss: 52290.6483 - val_mean_absolute_error: 208.7645 Epoch 460/5000 148/148 [==============================] - 0s 74us/step - loss: 26203.7109 - mean_absolute_error: 133.6811 - val_loss: 52257.6841 - val_mean_absolute_error: 208.6925 Epoch 461/5000 148/148 [==============================] - 0s 81us/step - loss: 26184.0862 - mean_absolute_error: 133.6357 - val_loss: 52223.2169 - val_mean_absolute_error: 208.6178 Epoch 462/5000 148/148 [==============================] - 0s 81us/step - loss: 26166.9268 - mean_absolute_error: 133.5816 - val_loss: 52194.9350 - val_mean_absolute_error: 208.5560 Epoch 463/5000 148/148 [==============================] - 0s 68us/step - loss: 26150.1300 - mean_absolute_error: 133.4836 - val_loss: 52162.6567 - val_mean_absolute_error: 208.4859 Epoch 464/5000 148/148 [==============================] - 0s 81us/step - loss: 26129.6874 - mean_absolute_error: 133.3941 - val_loss: 52127.8116 - val_mean_absolute_error: 208.4104 Epoch 465/5000 148/148 [==============================] - 0s 81us/step - loss: 26110.0833 - mean_absolute_error: 133.3380 - val_loss: 52091.2611 - val_mean_absolute_error: 208.3311 Epoch 466/5000 148/148 [==============================] - 0s 68us/step - loss: 26092.0759 - mean_absolute_error: 133.3154 - val_loss: 52051.7802 - val_mean_absolute_error: 208.2453 Epoch 467/5000 148/148 [==============================] - 0s 74us/step - loss: 26069.8177 - mean_absolute_error: 133.2591 - val_loss: 52015.6389 - val_mean_absolute_error: 208.1668 Epoch 468/5000 148/148 [==============================] - 0s 74us/step - loss: 26049.1485 - mean_absolute_error: 133.1814 - val_loss: 51987.0452 - val_mean_absolute_error: 208.1045 Epoch 469/5000 148/148 [==============================] - 0s 68us/step - loss: 26031.4916 - mean_absolute_error: 133.1809 - val_loss: 51955.0409 - val_mean_absolute_error: 208.0341 Epoch 470/5000 148/148 [==============================] - 0s 68us/step - loss: 26013.1175 - mean_absolute_error: 133.1263 - val_loss: 51918.2589 - val_mean_absolute_error: 207.9544 Epoch 471/5000 148/148 [==============================] - 0s 81us/step - loss: 25991.9801 - mean_absolute_error: 133.0886 - val_loss: 51887.5964 - val_mean_absolute_error: 207.8869 Epoch 472/5000 148/148 [==============================] - 0s 68us/step - loss: 25973.6153 - mean_absolute_error: 132.9959 - val_loss: 51855.8908 - val_mean_absolute_error: 207.8178 Epoch 473/5000 148/148 [==============================] - 0s 61us/step - loss: 25956.5799 - mean_absolute_error: 132.9020 - val_loss: 51816.5092 - val_mean_absolute_error: 207.7321 Epoch 474/5000 148/148 [==============================] - 0s 74us/step - loss: 25932.6046 - mean_absolute_error: 132.8611 - val_loss: 51784.9297 - val_mean_absolute_error: 207.6642 Epoch 475/5000 148/148 [==============================] - 0s 74us/step - loss: 25915.4289 - mean_absolute_error: 132.8126 - val_loss: 51744.2997 - val_mean_absolute_error: 207.5756 Epoch 476/5000 148/148 [==============================] - 0s 68us/step - loss: 25892.6899 - mean_absolute_error: 132.7519 - val_loss: 51712.1892 - val_mean_absolute_error: 207.5053 Epoch 477/5000 148/148 [==============================] - 0s 68us/step - loss: 25877.3353 - mean_absolute_error: 132.7614 - val_loss: 51685.0436 - val_mean_absolute_error: 207.4462 Epoch 478/5000 148/148 [==============================] - 0s 68us/step - loss: 25857.1192 - mean_absolute_error: 132.6578 - val_loss: 51648.3069 - val_mean_absolute_error: 207.3666 Epoch 479/5000 148/148 [==============================] - 0s 61us/step - loss: 25837.0196 - mean_absolute_error: 132.6026 - val_loss: 51619.2858 - val_mean_absolute_error: 207.3031 Epoch 480/5000 148/148 [==============================] - 0s 74us/step - loss: 25821.7015 - mean_absolute_error: 132.5531 - val_loss: 51586.9848 - val_mean_absolute_error: 207.2316 Epoch 481/5000 148/148 [==============================] - 0s 74us/step - loss: 25803.5428 - mean_absolute_error: 132.4802 - val_loss: 51550.9869 - val_mean_absolute_error: 207.1536 Epoch 482/5000 148/148 [==============================] - 0s 74us/step - loss: 25778.5196 - mean_absolute_error: 132.4851 - val_loss: 51516.7048 - val_mean_absolute_error: 207.0788 Epoch 483/5000 148/148 [==============================] - 0s 68us/step - loss: 25759.7082 - mean_absolute_error: 132.4424 - val_loss: 51479.4062 - val_mean_absolute_error: 206.9973 Epoch 484/5000 148/148 [==============================] - 0s 68us/step - loss: 25739.4735 - mean_absolute_error: 132.3746 - val_loss: 51447.7239 - val_mean_absolute_error: 206.9278 Epoch 485/5000 148/148 [==============================] - 0s 68us/step - loss: 25723.7375 - mean_absolute_error: 132.2920 - val_loss: 51410.5434 - val_mean_absolute_error: 206.8463 Epoch 486/5000 148/148 [==============================] - 0s 74us/step - loss: 25702.4196 - mean_absolute_error: 132.2380 - val_loss: 51375.9777 - val_mean_absolute_error: 206.7701 Epoch 487/5000 148/148 [==============================] - 0s 68us/step - loss: 25681.9030 - mean_absolute_error: 132.1849 - val_loss: 51337.4778 - val_mean_absolute_error: 206.6856 Epoch 488/5000 148/148 [==============================] - 0s 74us/step - loss: 25661.3933 - mean_absolute_error: 132.1381 - val_loss: 51302.6980 - val_mean_absolute_error: 206.6102 Epoch 489/5000 148/148 [==============================] - 0s 61us/step - loss: 25638.8925 - mean_absolute_error: 132.1371 - val_loss: 51270.3627 - val_mean_absolute_error: 206.5393 Epoch 490/5000 148/148 [==============================] - 0s 74us/step - loss: 25620.2417 - mean_absolute_error: 132.0864 - val_loss: 51234.6752 - val_mean_absolute_error: 206.4608 Epoch 491/5000 148/148 [==============================] - 0s 74us/step - loss: 25600.8192 - mean_absolute_error: 132.0316 - val_loss: 51199.6903 - val_mean_absolute_error: 206.3838 Epoch 492/5000 148/148 [==============================] - 0s 68us/step - loss: 25581.5897 - mean_absolute_error: 131.9704 - val_loss: 51164.8992 - val_mean_absolute_error: 206.3074 Epoch 493/5000 148/148 [==============================] - 0s 81us/step - loss: 25561.6259 - mean_absolute_error: 131.9174 - val_loss: 51134.0338 - val_mean_absolute_error: 206.2397 Epoch 494/5000 148/148 [==============================] - 0s 88us/step - loss: 25543.9184 - mean_absolute_error: 131.8774 - val_loss: 51100.7672 - val_mean_absolute_error: 206.1664 Epoch 495/5000 148/148 [==============================] - 0s 88us/step - loss: 25523.9674 - mean_absolute_error: 131.7758 - val_loss: 51064.7063 - val_mean_absolute_error: 206.0871 Epoch 496/5000 148/148 [==============================] - 0s 88us/step - loss: 25506.2253 - mean_absolute_error: 131.7280 - val_loss: 51032.1441 - val_mean_absolute_error: 206.0154 Epoch 497/5000 148/148 [==============================] - 0s 74us/step - loss: 25489.2560 - mean_absolute_error: 131.7379 - val_loss: 50999.3503 - val_mean_absolute_error: 205.9424 Epoch 498/5000 148/148 [==============================] - 0s 68us/step - loss: 25471.2964 - mean_absolute_error: 131.5869 - val_loss: 50965.8998 - val_mean_absolute_error: 205.8685 Epoch 499/5000 148/148 [==============================] - 0s 81us/step - loss: 25447.6255 - mean_absolute_error: 131.5447 - val_loss: 50932.8917 - val_mean_absolute_error: 205.7956 Epoch 500/5000 148/148 [==============================] - 0s 95us/step - loss: 25429.4863 - mean_absolute_error: 131.4903 - val_loss: 50898.3617 - val_mean_absolute_error: 205.7195 Epoch 501/5000 148/148 [==============================] - 0s 88us/step - loss: 25410.2412 - mean_absolute_error: 131.3891 - val_loss: 50862.8859 - val_mean_absolute_error: 205.6410 Epoch 502/5000 148/148 [==============================] - 0s 81us/step - loss: 25390.5272 - mean_absolute_error: 131.3320 - val_loss: 50831.0753 - val_mean_absolute_error: 205.5709 Epoch 503/5000 148/148 [==============================] - 0s 81us/step - loss: 25372.0436 - mean_absolute_error: 131.2354 - val_loss: 50796.9262 - val_mean_absolute_error: 205.4964 Epoch 504/5000 148/148 [==============================] - 0s 81us/step - loss: 25351.8375 - mean_absolute_error: 131.2302 - val_loss: 50759.7558 - val_mean_absolute_error: 205.4142 Epoch 505/5000 148/148 [==============================] - 0s 88us/step - loss: 25330.1172 - mean_absolute_error: 131.1563 - val_loss: 50721.2094 - val_mean_absolute_error: 205.3290 Epoch 506/5000 148/148 [==============================] - 0s 88us/step - loss: 25308.8295 - mean_absolute_error: 131.1117 - val_loss: 50688.3955 - val_mean_absolute_error: 205.2562 Epoch 507/5000 148/148 [==============================] - 0s 95us/step - loss: 25293.2205 - mean_absolute_error: 131.0856 - val_loss: 50661.1250 - val_mean_absolute_error: 205.1961 Epoch 508/5000 148/148 [==============================] - 0s 95us/step - loss: 25273.7350 - mean_absolute_error: 131.0089 - val_loss: 50624.5881 - val_mean_absolute_error: 205.1154 Epoch 509/5000 148/148 [==============================] - 0s 95us/step - loss: 25256.7935 - mean_absolute_error: 130.9233 - val_loss: 50586.5653 - val_mean_absolute_error: 205.0319 Epoch 510/5000 148/148 [==============================] - 0s 128us/step - loss: 25233.0358 - mean_absolute_error: 130.9101 - val_loss: 50555.6775 - val_mean_absolute_error: 204.9638 Epoch 511/5000 148/148 [==============================] - 0s 108us/step - loss: 25214.6864 - mean_absolute_error: 130.8487 - val_loss: 50526.2103 - val_mean_absolute_error: 204.8986 Epoch 512/5000 148/148 [==============================] - 0s 88us/step - loss: 25196.2734 - mean_absolute_error: 130.8066 - val_loss: 50491.5645 - val_mean_absolute_error: 204.8218 Epoch 513/5000 148/148 [==============================] - 0s 101us/step - loss: 25177.4762 - mean_absolute_error: 130.7543 - val_loss: 50459.7744 - val_mean_absolute_error: 204.7508 Epoch 514/5000 148/148 [==============================] - 0s 122us/step - loss: 25159.8194 - mean_absolute_error: 130.6973 - val_loss: 50422.7558 - val_mean_absolute_error: 204.6687 Epoch 515/5000 148/148 [==============================] - 0s 128us/step - loss: 25140.7562 - mean_absolute_error: 130.6558 - val_loss: 50389.0573 - val_mean_absolute_error: 204.5939 Epoch 516/5000 148/148 [==============================] - 0s 128us/step - loss: 25120.0512 - mean_absolute_error: 130.6003 - val_loss: 50356.7636 - val_mean_absolute_error: 204.5221 Epoch 517/5000 148/148 [==============================] - 0s 189us/step - loss: 25100.8887 - mean_absolute_error: 130.5745 - val_loss: 50331.5000 - val_mean_absolute_error: 204.4657 Epoch 518/5000 148/148 [==============================] - 0s 101us/step - loss: 25087.4293 - mean_absolute_error: 130.4564 - val_loss: 50297.1408 - val_mean_absolute_error: 204.3900 Epoch 519/5000 148/148 [==============================] - 0s 88us/step - loss: 25067.4084 - mean_absolute_error: 130.4610 - val_loss: 50265.1891 - val_mean_absolute_error: 204.3189 Epoch 520/5000 148/148 [==============================] - 0s 74us/step - loss: 25048.4411 - mean_absolute_error: 130.4203 - val_loss: 50235.6113 - val_mean_absolute_error: 204.2530 Epoch 521/5000 148/148 [==============================] - 0s 74us/step - loss: 25034.1361 - mean_absolute_error: 130.3691 - val_loss: 50202.3688 - val_mean_absolute_error: 204.1787 Epoch 522/5000 148/148 [==============================] - 0s 88us/step - loss: 25012.7881 - mean_absolute_error: 130.2890 - val_loss: 50164.8900 - val_mean_absolute_error: 204.0952 Epoch 523/5000 148/148 [==============================] - 0s 88us/step - loss: 24992.6459 - mean_absolute_error: 130.2313 - val_loss: 50126.1056 - val_mean_absolute_error: 204.0086 Epoch 524/5000 148/148 [==============================] - 0s 101us/step - loss: 24973.3091 - mean_absolute_error: 130.1765 - val_loss: 50100.1195 - val_mean_absolute_error: 203.9515 Epoch 525/5000 148/148 [==============================] - 0s 81us/step - loss: 24957.8667 - mean_absolute_error: 130.1028 - val_loss: 50069.1831 - val_mean_absolute_error: 203.8824 Epoch 526/5000 148/148 [==============================] - 0s 101us/step - loss: 24938.1390 - mean_absolute_error: 130.0866 - val_loss: 50031.9405 - val_mean_absolute_error: 203.7989 Epoch 527/5000 148/148 [==============================] - 0s 74us/step - loss: 24918.2012 - mean_absolute_error: 130.0223 - val_loss: 49998.7217 - val_mean_absolute_error: 203.7258 Epoch 528/5000 148/148 [==============================] - 0s 81us/step - loss: 24897.9620 - mean_absolute_error: 129.9804 - val_loss: 49973.8711 - val_mean_absolute_error: 203.6687 Epoch 529/5000 148/148 [==============================] - 0s 81us/step - loss: 24883.9060 - mean_absolute_error: 129.8870 - val_loss: 49946.0859 - val_mean_absolute_error: 203.6056 Epoch 530/5000 148/148 [==============================] - 0s 81us/step - loss: 24869.1899 - mean_absolute_error: 129.8121 - val_loss: 49913.4844 - val_mean_absolute_error: 203.5331 Epoch 531/5000 148/148 [==============================] - 0s 74us/step - loss: 24851.9827 - mean_absolute_error: 129.7110 - val_loss: 49875.5850 - val_mean_absolute_error: 203.4483 Epoch 532/5000 148/148 [==============================] - 0s 81us/step - loss: 24829.0912 - mean_absolute_error: 129.6805 - val_loss: 49848.1116 - val_mean_absolute_error: 203.3859 Epoch 533/5000 148/148 [==============================] - 0s 81us/step - loss: 24813.0798 - mean_absolute_error: 129.5788 - val_loss: 49815.4792 - val_mean_absolute_error: 203.3124 Epoch 534/5000 148/148 [==============================] - 0s 88us/step - loss: 24796.0256 - mean_absolute_error: 129.5145 - val_loss: 49778.6081 - val_mean_absolute_error: 203.2294 Epoch 535/5000 148/148 [==============================] - 0s 81us/step - loss: 24775.9143 - mean_absolute_error: 129.4785 - val_loss: 49750.0892 - val_mean_absolute_error: 203.1639 Epoch 536/5000 148/148 [==============================] - 0s 68us/step - loss: 24758.4413 - mean_absolute_error: 129.3959 - val_loss: 49713.5759 - val_mean_absolute_error: 203.0818 Epoch 537/5000 148/148 [==============================] - 0s 81us/step - loss: 24739.9216 - mean_absolute_error: 129.3291 - val_loss: 49677.9808 - val_mean_absolute_error: 203.0019 Epoch 538/5000 148/148 [==============================] - 0s 81us/step - loss: 24718.5943 - mean_absolute_error: 129.2925 - val_loss: 49645.7319 - val_mean_absolute_error: 202.9284 Epoch 539/5000 148/148 [==============================] - 0s 74us/step - loss: 24698.4036 - mean_absolute_error: 129.2597 - val_loss: 49613.8919 - val_mean_absolute_error: 202.8568 Epoch 540/5000 148/148 [==============================] - 0s 81us/step - loss: 24680.7838 - mean_absolute_error: 129.2211 - val_loss: 49583.7684 - val_mean_absolute_error: 202.7893 Epoch 541/5000 148/148 [==============================] - 0s 101us/step - loss: 24663.6989 - mean_absolute_error: 129.2209 - val_loss: 49546.8039 - val_mean_absolute_error: 202.7061 Epoch 542/5000 148/148 [==============================] - 0s 81us/step - loss: 24641.9899 - mean_absolute_error: 129.1515 - val_loss: 49518.1981 - val_mean_absolute_error: 202.6416 Epoch 543/5000 148/148 [==============================] - 0s 81us/step - loss: 24627.0293 - mean_absolute_error: 129.1062 - val_loss: 49479.3720 - val_mean_absolute_error: 202.5542 Epoch 544/5000 148/148 [==============================] - 0s 81us/step - loss: 24606.8461 - mean_absolute_error: 129.0493 - val_loss: 49449.3881 - val_mean_absolute_error: 202.4876 Epoch 545/5000 148/148 [==============================] - 0s 74us/step - loss: 24585.8225 - mean_absolute_error: 129.0506 - val_loss: 49421.0505 - val_mean_absolute_error: 202.4236 Epoch 546/5000 148/148 [==============================] - 0s 68us/step - loss: 24570.6377 - mean_absolute_error: 128.9856 - val_loss: 49385.2705 - val_mean_absolute_error: 202.3418 Epoch 547/5000 148/148 [==============================] - 0s 81us/step - loss: 24550.3409 - mean_absolute_error: 128.9398 - val_loss: 49351.7719 - val_mean_absolute_error: 202.2662 Epoch 548/5000 148/148 [==============================] - 0s 81us/step - loss: 24532.2260 - mean_absolute_error: 128.8851 - val_loss: 49320.9356 - val_mean_absolute_error: 202.1965 Epoch 549/5000 148/148 [==============================] - 0s 74us/step - loss: 24513.4632 - mean_absolute_error: 128.8011 - val_loss: 49293.5259 - val_mean_absolute_error: 202.1353 Epoch 550/5000 148/148 [==============================] - 0s 68us/step - loss: 24497.7560 - mean_absolute_error: 128.8007 - val_loss: 49257.7927 - val_mean_absolute_error: 202.0538 Epoch 551/5000 148/148 [==============================] - 0s 88us/step - loss: 24478.2657 - mean_absolute_error: 128.7357 - val_loss: 49224.3450 - val_mean_absolute_error: 201.9783 Epoch 552/5000 148/148 [==============================] - 0s 81us/step - loss: 24457.9521 - mean_absolute_error: 128.6580 - val_loss: 49195.2584 - val_mean_absolute_error: 201.9130 Epoch 553/5000 148/148 [==============================] - 0s 88us/step - loss: 24442.2479 - mean_absolute_error: 128.6196 - val_loss: 49159.9620 - val_mean_absolute_error: 201.8323 Epoch 554/5000 148/148 [==============================] - 0s 88us/step - loss: 24422.0009 - mean_absolute_error: 128.5522 - val_loss: 49129.4488 - val_mean_absolute_error: 201.7630 Epoch 555/5000 148/148 [==============================] - 0s 115us/step - loss: 24405.3223 - mean_absolute_error: 128.4818 - val_loss: 49091.3562 - val_mean_absolute_error: 201.6767 Epoch 556/5000 148/148 [==============================] - 0s 88us/step - loss: 24385.8442 - mean_absolute_error: 128.4529 - val_loss: 49057.8708 - val_mean_absolute_error: 201.6007 Epoch 557/5000 148/148 [==============================] - 0s 74us/step - loss: 24369.3802 - mean_absolute_error: 128.4192 - val_loss: 49019.7781 - val_mean_absolute_error: 201.5143 Epoch 558/5000 148/148 [==============================] - 0s 88us/step - loss: 24344.4200 - mean_absolute_error: 128.3452 - val_loss: 48989.8831 - val_mean_absolute_error: 201.4463 Epoch 559/5000 148/148 [==============================] - 0s 74us/step - loss: 24329.0256 - mean_absolute_error: 128.2902 - val_loss: 48959.2559 - val_mean_absolute_error: 201.3769 Epoch 560/5000 148/148 [==============================] - 0s 74us/step - loss: 24315.0785 - mean_absolute_error: 128.2413 - val_loss: 48934.1525 - val_mean_absolute_error: 201.3189 Epoch 561/5000 148/148 [==============================] - 0s 68us/step - loss: 24296.5302 - mean_absolute_error: 128.1647 - val_loss: 48900.9491 - val_mean_absolute_error: 201.2436 Epoch 562/5000 148/148 [==============================] - 0s 88us/step - loss: 24278.9970 - mean_absolute_error: 128.1449 - val_loss: 48868.3266 - val_mean_absolute_error: 201.1693 Epoch 563/5000 148/148 [==============================] - 0s 88us/step - loss: 24263.3402 - mean_absolute_error: 128.0760 - val_loss: 48832.7689 - val_mean_absolute_error: 201.0892 Epoch 564/5000 148/148 [==============================] - 0s 88us/step - loss: 24238.5600 - mean_absolute_error: 128.0459 - val_loss: 48799.5625 - val_mean_absolute_error: 201.0134 Epoch 565/5000 148/148 [==============================] - 0s 68us/step - loss: 24220.0181 - mean_absolute_error: 127.9931 - val_loss: 48763.4758 - val_mean_absolute_error: 200.9304 Epoch 566/5000 148/148 [==============================] - 0s 74us/step - loss: 24201.7034 - mean_absolute_error: 127.9632 - val_loss: 48730.8764 - val_mean_absolute_error: 200.8561 Epoch 567/5000 148/148 [==============================] - 0s 95us/step - loss: 24183.6849 - mean_absolute_error: 127.9059 - val_loss: 48703.1209 - val_mean_absolute_error: 200.7926 Epoch 568/5000 148/148 [==============================] - 0s 74us/step - loss: 24166.5939 - mean_absolute_error: 127.8168 - val_loss: 48670.9345 - val_mean_absolute_error: 200.7193 Epoch 569/5000 148/148 [==============================] - 0s 88us/step - loss: 24150.5735 - mean_absolute_error: 127.7703 - val_loss: 48631.1127 - val_mean_absolute_error: 200.6284 Epoch 570/5000 148/148 [==============================] - 0s 74us/step - loss: 24128.6740 - mean_absolute_error: 127.7152 - val_loss: 48600.2731 - val_mean_absolute_error: 200.5582 Epoch 571/5000 148/148 [==============================] - 0s 68us/step - loss: 24113.6224 - mean_absolute_error: 127.6299 - val_loss: 48569.5809 - val_mean_absolute_error: 200.4890 Epoch 572/5000 148/148 [==============================] - 0s 88us/step - loss: 24093.3499 - mean_absolute_error: 127.6358 - val_loss: 48543.0802 - val_mean_absolute_error: 200.4280 Epoch 573/5000 148/148 [==============================] - 0s 81us/step - loss: 24077.7418 - mean_absolute_error: 127.5724 - val_loss: 48508.5264 - val_mean_absolute_error: 200.3487 Epoch 574/5000 148/148 [==============================] - 0s 88us/step - loss: 24059.5331 - mean_absolute_error: 127.5306 - val_loss: 48482.2628 - val_mean_absolute_error: 200.2875 Epoch 575/5000 148/148 [==============================] - 0s 74us/step - loss: 24043.6531 - mean_absolute_error: 127.4739 - val_loss: 48449.2155 - val_mean_absolute_error: 200.2114 Epoch 576/5000 148/148 [==============================] - 0s 68us/step - loss: 24025.2685 - mean_absolute_error: 127.4287 - val_loss: 48420.1869 - val_mean_absolute_error: 200.1445 Epoch 577/5000 148/148 [==============================] - 0s 74us/step - loss: 24009.5924 - mean_absolute_error: 127.3809 - val_loss: 48386.8700 - val_mean_absolute_error: 200.0684 Epoch 578/5000 148/148 [==============================] - 0s 81us/step - loss: 23992.5693 - mean_absolute_error: 127.3293 - val_loss: 48352.4595 - val_mean_absolute_error: 199.9897 Epoch 579/5000 148/148 [==============================] - 0s 81us/step - loss: 23970.9796 - mean_absolute_error: 127.2586 - val_loss: 48318.0353 - val_mean_absolute_error: 199.9115 Epoch 580/5000 148/148 [==============================] - 0s 74us/step - loss: 23954.0456 - mean_absolute_error: 127.2163 - val_loss: 48282.8050 - val_mean_absolute_error: 199.8307 Epoch 581/5000 148/148 [==============================] - 0s 74us/step - loss: 23934.8518 - mean_absolute_error: 127.1700 - val_loss: 48252.3422 - val_mean_absolute_error: 199.7597 Epoch 582/5000 148/148 [==============================] - 0s 68us/step - loss: 23916.1158 - mean_absolute_error: 127.0699 - val_loss: 48219.0186 - val_mean_absolute_error: 199.6833 Epoch 583/5000 148/148 [==============================] - 0s 61us/step - loss: 23897.7222 - mean_absolute_error: 127.0050 - val_loss: 48183.9234 - val_mean_absolute_error: 199.6027 Epoch 584/5000 148/148 [==============================] - 0s 88us/step - loss: 23881.3758 - mean_absolute_error: 126.9736 - val_loss: 48157.8550 - val_mean_absolute_error: 199.5426 Epoch 585/5000 148/148 [==============================] - 0s 68us/step - loss: 23861.6794 - mean_absolute_error: 126.8664 - val_loss: 48128.0917 - val_mean_absolute_error: 199.4740 Epoch 586/5000 148/148 [==============================] - 0s 74us/step - loss: 23846.0331 - mean_absolute_error: 126.8204 - val_loss: 48092.9737 - val_mean_absolute_error: 199.3933 Epoch 587/5000 148/148 [==============================] - 0s 74us/step - loss: 23826.5641 - mean_absolute_error: 126.7740 - val_loss: 48067.5062 - val_mean_absolute_error: 199.3331 Epoch 588/5000 148/148 [==============================] - 0s 88us/step - loss: 23814.4967 - mean_absolute_error: 126.6939 - val_loss: 48031.8056 - val_mean_absolute_error: 199.2509 Epoch 589/5000 148/148 [==============================] - 0s 74us/step - loss: 23792.5198 - mean_absolute_error: 126.6603 - val_loss: 48003.0777 - val_mean_absolute_error: 199.1854 Epoch 590/5000 148/148 [==============================] - 0s 81us/step - loss: 23774.4431 - mean_absolute_error: 126.6115 - val_loss: 47971.4045 - val_mean_absolute_error: 199.1124 Epoch 591/5000 148/148 [==============================] - 0s 81us/step - loss: 23755.8586 - mean_absolute_error: 126.5618 - val_loss: 47931.3556 - val_mean_absolute_error: 199.0201 Epoch 592/5000 148/148 [==============================] - 0s 88us/step - loss: 23737.1382 - mean_absolute_error: 126.5167 - val_loss: 47903.4103 - val_mean_absolute_error: 198.9556 Epoch 593/5000 148/148 [==============================] - 0s 95us/step - loss: 23720.4402 - mean_absolute_error: 126.4631 - val_loss: 47872.4480 - val_mean_absolute_error: 198.8840 Epoch 594/5000 148/148 [==============================] - 0s 81us/step - loss: 23703.3375 - mean_absolute_error: 126.4368 - val_loss: 47845.4628 - val_mean_absolute_error: 198.8213 Epoch 595/5000 148/148 [==============================] - 0s 68us/step - loss: 23688.8036 - mean_absolute_error: 126.3456 - val_loss: 47812.9844 - val_mean_absolute_error: 198.7464 Epoch 596/5000 148/148 [==============================] - 0s 68us/step - loss: 23667.8935 - mean_absolute_error: 126.2748 - val_loss: 47774.8223 - val_mean_absolute_error: 198.6582 Epoch 597/5000 148/148 [==============================] - 0s 81us/step - loss: 23650.3253 - mean_absolute_error: 126.2651 - val_loss: 47747.4472 - val_mean_absolute_error: 198.5952 Epoch 598/5000 148/148 [==============================] - 0s 81us/step - loss: 23635.7413 - mean_absolute_error: 126.2198 - val_loss: 47715.0422 - val_mean_absolute_error: 198.5200 Epoch 599/5000 148/148 [==============================] - 0s 74us/step - loss: 23615.2884 - mean_absolute_error: 126.0946 - val_loss: 47689.5616 - val_mean_absolute_error: 198.4610 Epoch 600/5000 148/148 [==============================] - 0s 68us/step - loss: 23600.7681 - mean_absolute_error: 126.0432 - val_loss: 47661.7352 - val_mean_absolute_error: 198.3966 Epoch 601/5000 148/148 [==============================] - 0s 81us/step - loss: 23584.0990 - mean_absolute_error: 125.9859 - val_loss: 47622.5861 - val_mean_absolute_error: 198.3061 Epoch 602/5000 148/148 [==============================] - 0s 74us/step - loss: 23561.4447 - mean_absolute_error: 125.9205 - val_loss: 47592.9467 - val_mean_absolute_error: 198.2377 Epoch 603/5000 148/148 [==============================] - 0s 81us/step - loss: 23545.2214 - mean_absolute_error: 125.8589 - val_loss: 47563.4608 - val_mean_absolute_error: 198.1694 Epoch 604/5000 148/148 [==============================] - 0s 68us/step - loss: 23530.1081 - mean_absolute_error: 125.8765 - val_loss: 47524.5952 - val_mean_absolute_error: 198.0798 Epoch 605/5000 148/148 [==============================] - 0s 81us/step - loss: 23508.4339 - mean_absolute_error: 125.7975 - val_loss: 47500.9966 - val_mean_absolute_error: 198.0247 Epoch 606/5000 148/148 [==============================] - 0s 81us/step - loss: 23493.8291 - mean_absolute_error: 125.7195 - val_loss: 47474.1958 - val_mean_absolute_error: 197.9633 Epoch 607/5000 148/148 [==============================] - 0s 61us/step - loss: 23477.9336 - mean_absolute_error: 125.7153 - val_loss: 47444.0694 - val_mean_absolute_error: 197.8936 Epoch 608/5000 148/148 [==============================] - 0s 81us/step - loss: 23460.9045 - mean_absolute_error: 125.5763 - val_loss: 47412.8142 - val_mean_absolute_error: 197.8209 Epoch 609/5000 148/148 [==============================] - 0s 81us/step - loss: 23442.2484 - mean_absolute_error: 125.5480 - val_loss: 47381.8681 - val_mean_absolute_error: 197.7498 Epoch 610/5000 148/148 [==============================] - 0s 88us/step - loss: 23423.9617 - mean_absolute_error: 125.5502 - val_loss: 47350.8502 - val_mean_absolute_error: 197.6772 Epoch 611/5000 148/148 [==============================] - 0s 68us/step - loss: 23406.3161 - mean_absolute_error: 125.5101 - val_loss: 47314.6759 - val_mean_absolute_error: 197.5924 Epoch 612/5000 148/148 [==============================] - 0s 81us/step - loss: 23385.0962 - mean_absolute_error: 125.4678 - val_loss: 47282.2692 - val_mean_absolute_error: 197.5154 Epoch 613/5000 148/148 [==============================] - 0s 81us/step - loss: 23367.3664 - mean_absolute_error: 125.4143 - val_loss: 47258.8086 - val_mean_absolute_error: 197.4612 Epoch 614/5000 148/148 [==============================] - 0s 88us/step - loss: 23351.4194 - mean_absolute_error: 125.3380 - val_loss: 47224.5025 - val_mean_absolute_error: 197.3813 Epoch 615/5000 148/148 [==============================] - 0s 74us/step - loss: 23332.6154 - mean_absolute_error: 125.2735 - val_loss: 47186.5402 - val_mean_absolute_error: 197.2926 Epoch 616/5000 148/148 [==============================] - 0s 74us/step - loss: 23312.8237 - mean_absolute_error: 125.2210 - val_loss: 47155.2066 - val_mean_absolute_error: 197.2194 Epoch 617/5000 148/148 [==============================] - 0s 81us/step - loss: 23298.4982 - mean_absolute_error: 125.1568 - val_loss: 47126.1317 - val_mean_absolute_error: 197.1523 Epoch 618/5000 148/148 [==============================] - 0s 88us/step - loss: 23277.7916 - mean_absolute_error: 125.1738 - val_loss: 47100.6766 - val_mean_absolute_error: 197.0920 Epoch 619/5000 148/148 [==============================] - 0s 88us/step - loss: 23263.1223 - mean_absolute_error: 125.1041 - val_loss: 47076.4158 - val_mean_absolute_error: 197.0352 Epoch 620/5000 148/148 [==============================] - 0s 74us/step - loss: 23250.8624 - mean_absolute_error: 125.0463 - val_loss: 47043.6167 - val_mean_absolute_error: 196.9586 Epoch 621/5000 148/148 [==============================] - 0s 74us/step - loss: 23230.8900 - mean_absolute_error: 124.9698 - val_loss: 47008.7567 - val_mean_absolute_error: 196.8770 Epoch 622/5000 148/148 [==============================] - 0s 68us/step - loss: 23212.8816 - mean_absolute_error: 124.9391 - val_loss: 46977.2236 - val_mean_absolute_error: 196.8032 Epoch 623/5000 148/148 [==============================] - 0s 88us/step - loss: 23195.5396 - mean_absolute_error: 124.8874 - val_loss: 46951.6300 - val_mean_absolute_error: 196.7419 Epoch 624/5000 148/148 [==============================] - 0s 81us/step - loss: 23182.0753 - mean_absolute_error: 124.8279 - val_loss: 46914.8072 - val_mean_absolute_error: 196.6557 Epoch 625/5000 148/148 [==============================] - 0s 88us/step - loss: 23161.1795 - mean_absolute_error: 124.7593 - val_loss: 46883.4033 - val_mean_absolute_error: 196.5824 Epoch 626/5000 148/148 [==============================] - 0s 74us/step - loss: 23142.3057 - mean_absolute_error: 124.7284 - val_loss: 46850.2148 - val_mean_absolute_error: 196.5053 Epoch 627/5000 148/148 [==============================] - 0s 81us/step - loss: 23124.2734 - mean_absolute_error: 124.7507 - val_loss: 46821.5905 - val_mean_absolute_error: 196.4389 Epoch 628/5000 148/148 [==============================] - 0s 88us/step - loss: 23106.9994 - mean_absolute_error: 124.7426 - val_loss: 46787.4912 - val_mean_absolute_error: 196.3588 Epoch 629/5000 148/148 [==============================] - 0s 88us/step - loss: 23090.1562 - mean_absolute_error: 124.6952 - val_loss: 46753.6281 - val_mean_absolute_error: 196.2791 Epoch 630/5000 148/148 [==============================] - 0s 95us/step - loss: 23071.6009 - mean_absolute_error: 124.6098 - val_loss: 46721.2700 - val_mean_absolute_error: 196.2026 Epoch 631/5000 148/148 [==============================] - 0s 95us/step - loss: 23052.4424 - mean_absolute_error: 124.5550 - val_loss: 46689.4742 - val_mean_absolute_error: 196.1276 Epoch 632/5000 148/148 [==============================] - 0s 74us/step - loss: 23034.5430 - mean_absolute_error: 124.4998 - val_loss: 46660.3405 - val_mean_absolute_error: 196.0577 Epoch 633/5000 148/148 [==============================] - 0s 81us/step - loss: 23020.5989 - mean_absolute_error: 124.4935 - val_loss: 46627.9850 - val_mean_absolute_error: 195.9805 Epoch 634/5000 148/148 [==============================] - 0s 88us/step - loss: 23000.0762 - mean_absolute_error: 124.3918 - val_loss: 46597.8123 - val_mean_absolute_error: 195.9094 Epoch 635/5000 148/148 [==============================] - 0s 74us/step - loss: 22984.9324 - mean_absolute_error: 124.3362 - val_loss: 46566.3033 - val_mean_absolute_error: 195.8352 Epoch 636/5000 148/148 [==============================] - 0s 88us/step - loss: 22966.4305 - mean_absolute_error: 124.3275 - val_loss: 46537.6103 - val_mean_absolute_error: 195.7690 Epoch 637/5000 148/148 [==============================] - 0s 74us/step - loss: 22953.3837 - mean_absolute_error: 124.3061 - val_loss: 46502.8823 - val_mean_absolute_error: 195.6877 Epoch 638/5000 148/148 [==============================] - 0s 74us/step - loss: 22933.3495 - mean_absolute_error: 124.1972 - val_loss: 46471.9566 - val_mean_absolute_error: 195.6156 Epoch 639/5000 148/148 [==============================] - 0s 88us/step - loss: 22914.2532 - mean_absolute_error: 124.1134 - val_loss: 46435.9427 - val_mean_absolute_error: 195.5322 Epoch 640/5000 148/148 [==============================] - 0s 74us/step - loss: 22893.9458 - mean_absolute_error: 124.0791 - val_loss: 46406.8592 - val_mean_absolute_error: 195.4635 Epoch 641/5000 148/148 [==============================] - 0s 68us/step - loss: 22877.4820 - mean_absolute_error: 124.0187 - val_loss: 46385.9039 - val_mean_absolute_error: 195.4148 Epoch 642/5000 148/148 [==============================] - 0s 81us/step - loss: 22864.7033 - mean_absolute_error: 123.9305 - val_loss: 46351.1817 - val_mean_absolute_error: 195.3336 Epoch 643/5000 148/148 [==============================] - 0s 88us/step - loss: 22845.5405 - mean_absolute_error: 123.8692 - val_loss: 46318.8177 - val_mean_absolute_error: 195.2593 Epoch 644/5000 148/148 [==============================] - 0s 81us/step - loss: 22825.8696 - mean_absolute_error: 123.8767 - val_loss: 46283.3267 - val_mean_absolute_error: 195.1765 Epoch 645/5000 148/148 [==============================] - 0s 88us/step - loss: 22807.6769 - mean_absolute_error: 123.8197 - val_loss: 46258.4711 - val_mean_absolute_error: 195.1179 Epoch 646/5000 148/148 [==============================] - 0s 88us/step - loss: 22791.9578 - mean_absolute_error: 123.7395 - val_loss: 46231.0742 - val_mean_absolute_error: 195.0537 Epoch 647/5000 148/148 [==============================] - 0s 88us/step - loss: 22777.4783 - mean_absolute_error: 123.6806 - val_loss: 46195.8666 - val_mean_absolute_error: 194.9714 Epoch 648/5000 148/148 [==============================] - 0s 88us/step - loss: 22759.5666 - mean_absolute_error: 123.6151 - val_loss: 46164.3086 - val_mean_absolute_error: 194.8978 Epoch 649/5000 148/148 [==============================] - 0s 74us/step - loss: 22742.2978 - mean_absolute_error: 123.5769 - val_loss: 46138.2423 - val_mean_absolute_error: 194.8352 Epoch 650/5000 148/148 [==============================] - 0s 88us/step - loss: 22725.8983 - mean_absolute_error: 123.4803 - val_loss: 46112.2505 - val_mean_absolute_error: 194.7747 Epoch 651/5000 148/148 [==============================] - 0s 81us/step - loss: 22711.4856 - mean_absolute_error: 123.4825 - val_loss: 46079.1988 - val_mean_absolute_error: 194.6971 Epoch 652/5000 148/148 [==============================] - 0s 81us/step - loss: 22693.9297 - mean_absolute_error: 123.4270 - val_loss: 46047.7628 - val_mean_absolute_error: 194.6236 Epoch 653/5000 148/148 [==============================] - 0s 74us/step - loss: 22680.4369 - mean_absolute_error: 123.4477 - val_loss: 46017.3223 - val_mean_absolute_error: 194.5521 Epoch 654/5000 148/148 [==============================] - 0s 81us/step - loss: 22660.2454 - mean_absolute_error: 123.3183 - val_loss: 45987.8100 - val_mean_absolute_error: 194.4822 Epoch 655/5000 148/148 [==============================] - 0s 81us/step - loss: 22639.8554 - mean_absolute_error: 123.2792 - val_loss: 45956.7398 - val_mean_absolute_error: 194.4090 Epoch 656/5000 148/148 [==============================] - 0s 88us/step - loss: 22622.9153 - mean_absolute_error: 123.1776 - val_loss: 45924.1486 - val_mean_absolute_error: 194.3317 Epoch 657/5000 148/148 [==============================] - 0s 95us/step - loss: 22605.3722 - mean_absolute_error: 123.1155 - val_loss: 45892.4027 - val_mean_absolute_error: 194.2567 Epoch 658/5000 148/148 [==============================] - 0s 88us/step - loss: 22588.1563 - mean_absolute_error: 123.0692 - val_loss: 45865.1931 - val_mean_absolute_error: 194.1925 Epoch 659/5000 148/148 [==============================] - 0s 95us/step - loss: 22572.6305 - mean_absolute_error: 122.9672 - val_loss: 45830.9734 - val_mean_absolute_error: 194.1119 Epoch 660/5000 148/148 [==============================] - 0s 95us/step - loss: 22553.1731 - mean_absolute_error: 122.9055 - val_loss: 45799.3827 - val_mean_absolute_error: 194.0372 Epoch 661/5000 148/148 [==============================] - 0s 108us/step - loss: 22537.5351 - mean_absolute_error: 122.8487 - val_loss: 45766.1155 - val_mean_absolute_error: 193.9590 Epoch 662/5000 148/148 [==============================] - 0s 142us/step - loss: 22517.0947 - mean_absolute_error: 122.8321 - val_loss: 45736.2937 - val_mean_absolute_error: 193.8885 Epoch 663/5000 148/148 [==============================] - 0s 189us/step - loss: 22503.8566 - mean_absolute_error: 122.7968 - val_loss: 45707.7950 - val_mean_absolute_error: 193.8219 Epoch 664/5000 148/148 [==============================] - 0s 155us/step - loss: 22484.3401 - mean_absolute_error: 122.7520 - val_loss: 45675.8534 - val_mean_absolute_error: 193.7471 Epoch 665/5000 148/148 [==============================] - 0s 135us/step - loss: 22464.7986 - mean_absolute_error: 122.6824 - val_loss: 45642.6595 - val_mean_absolute_error: 193.6682 Epoch 666/5000 148/148 [==============================] - 0s 108us/step - loss: 22448.6395 - mean_absolute_error: 122.6655 - val_loss: 45606.8247 - val_mean_absolute_error: 193.5834 Epoch 667/5000 148/148 [==============================] - 0s 135us/step - loss: 22429.8022 - mean_absolute_error: 122.5677 - val_loss: 45573.8759 - val_mean_absolute_error: 193.5055 Epoch 668/5000 148/148 [==============================] - 0s 115us/step - loss: 22409.3644 - mean_absolute_error: 122.5263 - val_loss: 45543.7230 - val_mean_absolute_error: 193.4340 Epoch 669/5000 148/148 [==============================] - 0s 122us/step - loss: 22396.4188 - mean_absolute_error: 122.4547 - val_loss: 45512.9739 - val_mean_absolute_error: 193.3596 Epoch 670/5000 148/148 [==============================] - 0s 108us/step - loss: 22378.0991 - mean_absolute_error: 122.3987 - val_loss: 45482.4552 - val_mean_absolute_error: 193.2874 Epoch 671/5000 148/148 [==============================] - 0s 128us/step - loss: 22356.7733 - mean_absolute_error: 122.3870 - val_loss: 45458.1547 - val_mean_absolute_error: 193.2296 Epoch 672/5000 148/148 [==============================] - 0s 108us/step - loss: 22346.0179 - mean_absolute_error: 122.3756 - val_loss: 45431.2664 - val_mean_absolute_error: 193.1657 Epoch 673/5000 148/148 [==============================] - 0s 115us/step - loss: 22330.6128 - mean_absolute_error: 122.2643 - val_loss: 45399.4916 - val_mean_absolute_error: 193.0902 Epoch 674/5000 148/148 [==============================] - 0s 115us/step - loss: 22311.1067 - mean_absolute_error: 122.2038 - val_loss: 45364.9431 - val_mean_absolute_error: 193.0069 Epoch 675/5000 148/148 [==============================] - 0s 115us/step - loss: 22292.2256 - mean_absolute_error: 122.1580 - val_loss: 45329.4436 - val_mean_absolute_error: 192.9226 Epoch 676/5000 148/148 [==============================] - 0s 95us/step - loss: 22274.7151 - mean_absolute_error: 122.0867 - val_loss: 45299.6677 - val_mean_absolute_error: 192.8513 Epoch 677/5000 148/148 [==============================] - 0s 128us/step - loss: 22255.8599 - mean_absolute_error: 121.9814 - val_loss: 45266.1280 - val_mean_absolute_error: 192.7719 Epoch 678/5000 148/148 [==============================] - 0s 101us/step - loss: 22237.8427 - mean_absolute_error: 121.9375 - val_loss: 45233.6034 - val_mean_absolute_error: 192.6943 Epoch 679/5000 148/148 [==============================] - 0s 88us/step - loss: 22221.9428 - mean_absolute_error: 121.8884 - val_loss: 45203.8867 - val_mean_absolute_error: 192.6237 Epoch 680/5000 148/148 [==============================] - 0s 81us/step - loss: 22204.1849 - mean_absolute_error: 121.8262 - val_loss: 45169.7944 - val_mean_absolute_error: 192.5424 Epoch 681/5000 148/148 [==============================] - 0s 88us/step - loss: 22184.6345 - mean_absolute_error: 121.7929 - val_loss: 45139.0408 - val_mean_absolute_error: 192.4695 Epoch 682/5000 148/148 [==============================] - 0s 81us/step - loss: 22166.1628 - mean_absolute_error: 121.7416 - val_loss: 45112.2042 - val_mean_absolute_error: 192.4052 Epoch 683/5000 148/148 [==============================] - 0s 68us/step - loss: 22153.4823 - mean_absolute_error: 121.7082 - val_loss: 45085.9167 - val_mean_absolute_error: 192.3419 Epoch 684/5000 148/148 [==============================] - 0s 95us/step - loss: 22140.4839 - mean_absolute_error: 121.5959 - val_loss: 45062.6348 - val_mean_absolute_error: 192.2859 Epoch 685/5000 148/148 [==============================] - 0s 88us/step - loss: 22121.2719 - mean_absolute_error: 121.5279 - val_loss: 45037.5078 - val_mean_absolute_error: 192.2265 Epoch 686/5000 148/148 [==============================] - 0s 88us/step - loss: 22109.7840 - mean_absolute_error: 121.4750 - val_loss: 45005.9056 - val_mean_absolute_error: 192.1509 Epoch 687/5000 148/148 [==============================] - 0s 81us/step - loss: 22090.0965 - mean_absolute_error: 121.4187 - val_loss: 44974.5247 - val_mean_absolute_error: 192.0758 Epoch 688/5000 148/148 [==============================] - 0s 74us/step - loss: 22073.5013 - mean_absolute_error: 121.3649 - val_loss: 44946.8216 - val_mean_absolute_error: 192.0091 Epoch 689/5000 148/148 [==============================] - 0s 81us/step - loss: 22057.3321 - mean_absolute_error: 121.3484 - val_loss: 44913.1791 - val_mean_absolute_error: 191.9283 Epoch 690/5000 148/148 [==============================] - 0s 88us/step - loss: 22043.2570 - mean_absolute_error: 121.3094 - val_loss: 44884.5777 - val_mean_absolute_error: 191.8594 Epoch 691/5000 148/148 [==============================] - 0s 81us/step - loss: 22023.2083 - mean_absolute_error: 121.2308 - val_loss: 44850.0847 - val_mean_absolute_error: 191.7767 Epoch 692/5000 148/148 [==============================] - 0s 61us/step - loss: 22004.6989 - mean_absolute_error: 121.1846 - val_loss: 44820.1134 - val_mean_absolute_error: 191.7048 Epoch 693/5000 148/148 [==============================] - 0s 95us/step - loss: 21990.6251 - mean_absolute_error: 121.1389 - val_loss: 44783.6531 - val_mean_absolute_error: 191.6177 Epoch 694/5000 148/148 [==============================] - 0s 95us/step - loss: 21966.1245 - mean_absolute_error: 121.1351 - val_loss: 44756.9831 - val_mean_absolute_error: 191.5537 Epoch 695/5000 148/148 [==============================] - 0s 101us/step - loss: 21951.9978 - mean_absolute_error: 121.0750 - val_loss: 44728.7334 - val_mean_absolute_error: 191.4860 Epoch 696/5000 148/148 [==============================] - 0s 95us/step - loss: 21937.1745 - mean_absolute_error: 121.0385 - val_loss: 44694.5677 - val_mean_absolute_error: 191.4039 Epoch 697/5000 148/148 [==============================] - 0s 95us/step - loss: 21918.1034 - mean_absolute_error: 120.9631 - val_loss: 44661.3141 - val_mean_absolute_error: 191.3248 Epoch 698/5000 148/148 [==============================] - 0s 81us/step - loss: 21900.3078 - mean_absolute_error: 120.9794 - val_loss: 44634.4911 - val_mean_absolute_error: 191.2602 Epoch 699/5000 148/148 [==============================] - 0s 68us/step - loss: 21884.3189 - mean_absolute_error: 120.9260 - val_loss: 44601.3422 - val_mean_absolute_error: 191.1806 Epoch 700/5000 148/148 [==============================] - 0s 81us/step - loss: 21867.9160 - mean_absolute_error: 120.9036 - val_loss: 44573.7148 - val_mean_absolute_error: 191.1130 Epoch 701/5000 148/148 [==============================] - 0s 88us/step - loss: 21851.8950 - mean_absolute_error: 120.8578 - val_loss: 44542.3369 - val_mean_absolute_error: 191.0373 Epoch 702/5000 148/148 [==============================] - 0s 81us/step - loss: 21835.8565 - mean_absolute_error: 120.7969 - val_loss: 44513.7703 - val_mean_absolute_error: 190.9684 Epoch 703/5000 148/148 [==============================] - 0s 81us/step - loss: 21818.4971 - mean_absolute_error: 120.7454 - val_loss: 44487.0703 - val_mean_absolute_error: 190.9036 Epoch 704/5000 148/148 [==============================] - 0s 68us/step - loss: 21806.0783 - mean_absolute_error: 120.7021 - val_loss: 44454.3778 - val_mean_absolute_error: 190.8247 Epoch 705/5000 148/148 [==============================] - 0s 88us/step - loss: 21786.1762 - mean_absolute_error: 120.6501 - val_loss: 44424.5397 - val_mean_absolute_error: 190.7526 Epoch 706/5000 148/148 [==============================] - 0s 81us/step - loss: 21771.0217 - mean_absolute_error: 120.6184 - val_loss: 44395.5750 - val_mean_absolute_error: 190.6832 Epoch 707/5000 148/148 [==============================] - 0s 81us/step - loss: 21755.6607 - mean_absolute_error: 120.6048 - val_loss: 44368.3964 - val_mean_absolute_error: 190.6168 Epoch 708/5000 148/148 [==============================] - 0s 61us/step - loss: 21737.9303 - mean_absolute_error: 120.5001 - val_loss: 44335.7806 - val_mean_absolute_error: 190.5379 Epoch 709/5000 148/148 [==============================] - 0s 81us/step - loss: 21723.9712 - mean_absolute_error: 120.4634 - val_loss: 44306.6237 - val_mean_absolute_error: 190.4691 Epoch 710/5000 148/148 [==============================] - 0s 95us/step - loss: 21703.9847 - mean_absolute_error: 120.4017 - val_loss: 44270.9819 - val_mean_absolute_error: 190.3856 Epoch 711/5000 148/148 [==============================] - 0s 88us/step - loss: 21686.9376 - mean_absolute_error: 120.3346 - val_loss: 44243.3102 - val_mean_absolute_error: 190.3211 Epoch 712/5000 148/148 [==============================] - 0s 101us/step - loss: 21669.2687 - mean_absolute_error: 120.2732 - val_loss: 44208.7962 - val_mean_absolute_error: 190.2402 Epoch 713/5000 148/148 [==============================] - 0s 81us/step - loss: 21653.1661 - mean_absolute_error: 120.2158 - val_loss: 44176.9902 - val_mean_absolute_error: 190.1662 Epoch 714/5000 148/148 [==============================] - 0s 88us/step - loss: 21632.7139 - mean_absolute_error: 120.2178 - val_loss: 44148.3473 - val_mean_absolute_error: 190.0991 Epoch 715/5000 148/148 [==============================] - 0s 68us/step - loss: 21616.3473 - mean_absolute_error: 120.1615 - val_loss: 44119.5597 - val_mean_absolute_error: 190.0316 Epoch 716/5000 148/148 [==============================] - 0s 88us/step - loss: 21601.5818 - mean_absolute_error: 120.1241 - val_loss: 44089.5344 - val_mean_absolute_error: 189.9609 Epoch 717/5000 148/148 [==============================] - 0s 81us/step - loss: 21585.2618 - mean_absolute_error: 120.0608 - val_loss: 44057.6798 - val_mean_absolute_error: 189.8860 Epoch 718/5000 148/148 [==============================] - 0s 81us/step - loss: 21567.7454 - mean_absolute_error: 120.0285 - val_loss: 44027.9045 - val_mean_absolute_error: 189.8148 Epoch 719/5000 148/148 [==============================] - 0s 74us/step - loss: 21552.4327 - mean_absolute_error: 119.9653 - val_loss: 43997.8239 - val_mean_absolute_error: 189.7437 Epoch 720/5000 148/148 [==============================] - 0s 74us/step - loss: 21538.0993 - mean_absolute_error: 119.9173 - val_loss: 43964.2594 - val_mean_absolute_error: 189.6650 Epoch 721/5000 148/148 [==============================] - 0s 81us/step - loss: 21516.3827 - mean_absolute_error: 119.8464 - val_loss: 43937.0011 - val_mean_absolute_error: 189.6010 Epoch 722/5000 148/148 [==============================] - 0s 88us/step - loss: 21500.6790 - mean_absolute_error: 119.7946 - val_loss: 43904.0441 - val_mean_absolute_error: 189.5220 Epoch 723/5000 148/148 [==============================] - 0s 135us/step - loss: 21484.3765 - mean_absolute_error: 119.7221 - val_loss: 43870.2558 - val_mean_absolute_error: 189.4419 Epoch 724/5000 148/148 [==============================] - 0s 88us/step - loss: 21464.7656 - mean_absolute_error: 119.6325 - val_loss: 43847.1089 - val_mean_absolute_error: 189.3870 Epoch 725/5000 148/148 [==============================] - 0s 88us/step - loss: 21450.4771 - mean_absolute_error: 119.5609 - val_loss: 43822.9052 - val_mean_absolute_error: 189.3285 Epoch 726/5000 148/148 [==============================] - 0s 88us/step - loss: 21436.9628 - mean_absolute_error: 119.4590 - val_loss: 43791.4605 - val_mean_absolute_error: 189.2542 Epoch 727/5000 148/148 [==============================] - 0s 81us/step - loss: 21420.3745 - mean_absolute_error: 119.4157 - val_loss: 43758.6237 - val_mean_absolute_error: 189.1766 Epoch 728/5000 148/148 [==============================] - 0s 81us/step - loss: 21402.7634 - mean_absolute_error: 119.3764 - val_loss: 43734.8859 - val_mean_absolute_error: 189.1200 Epoch 729/5000 148/148 [==============================] - 0s 88us/step - loss: 21391.7985 - mean_absolute_error: 119.3162 - val_loss: 43705.7986 - val_mean_absolute_error: 189.0510 Epoch 730/5000 148/148 [==============================] - 0s 95us/step - loss: 21377.9005 - mean_absolute_error: 119.2594 - val_loss: 43676.5161 - val_mean_absolute_error: 188.9814 Epoch 731/5000 148/148 [==============================] - 0s 88us/step - loss: 21357.1134 - mean_absolute_error: 119.2008 - val_loss: 43648.6497 - val_mean_absolute_error: 188.9143 Epoch 732/5000 148/148 [==============================] - 0s 88us/step - loss: 21340.4519 - mean_absolute_error: 119.1352 - val_loss: 43612.1355 - val_mean_absolute_error: 188.8279 Epoch 733/5000 148/148 [==============================] - 0s 95us/step - loss: 21322.6888 - mean_absolute_error: 119.1034 - val_loss: 43580.9683 - val_mean_absolute_error: 188.7539 Epoch 734/5000 148/148 [==============================] - 0s 81us/step - loss: 21306.3994 - mean_absolute_error: 119.0480 - val_loss: 43555.1922 - val_mean_absolute_error: 188.6926 Epoch 735/5000 148/148 [==============================] - 0s 95us/step - loss: 21291.8663 - mean_absolute_error: 119.0162 - val_loss: 43522.2389 - val_mean_absolute_error: 188.6147 Epoch 736/5000 148/148 [==============================] - 0s 88us/step - loss: 21271.2202 - mean_absolute_error: 118.9632 - val_loss: 43492.6327 - val_mean_absolute_error: 188.5439 Epoch 737/5000 148/148 [==============================] - 0s 95us/step - loss: 21257.6038 - mean_absolute_error: 118.9328 - val_loss: 43458.4912 - val_mean_absolute_error: 188.4628 Epoch 738/5000 148/148 [==============================] - 0s 68us/step - loss: 21238.5913 - mean_absolute_error: 118.9000 - val_loss: 43429.4737 - val_mean_absolute_error: 188.3932 Epoch 739/5000 148/148 [==============================] - 0s 88us/step - loss: 21221.0659 - mean_absolute_error: 118.7759 - val_loss: 43400.1170 - val_mean_absolute_error: 188.3234 Epoch 740/5000 148/148 [==============================] - 0s 81us/step - loss: 21206.4032 - mean_absolute_error: 118.7238 - val_loss: 43371.4492 - val_mean_absolute_error: 188.2551 Epoch 741/5000 148/148 [==============================] - 0s 88us/step - loss: 21189.3082 - mean_absolute_error: 118.6943 - val_loss: 43343.5323 - val_mean_absolute_error: 188.1883 Epoch 742/5000 148/148 [==============================] - 0s 81us/step - loss: 21175.1084 - mean_absolute_error: 118.6281 - val_loss: 43313.1748 - val_mean_absolute_error: 188.1160 Epoch 743/5000 148/148 [==============================] - 0s 88us/step - loss: 21156.3057 - mean_absolute_error: 118.5653 - val_loss: 43285.0898 - val_mean_absolute_error: 188.0491 Epoch 744/5000 148/148 [==============================] - 0s 88us/step - loss: 21140.6936 - mean_absolute_error: 118.4852 - val_loss: 43254.3236 - val_mean_absolute_error: 187.9758 Epoch 745/5000 148/148 [==============================] - 0s 88us/step - loss: 21125.5022 - mean_absolute_error: 118.4424 - val_loss: 43220.5811 - val_mean_absolute_error: 187.8951 Epoch 746/5000 148/148 [==============================] - 0s 88us/step - loss: 21105.8763 - mean_absolute_error: 118.4227 - val_loss: 43198.3275 - val_mean_absolute_error: 187.8404 Epoch 747/5000 148/148 [==============================] - 0s 95us/step - loss: 21094.5943 - mean_absolute_error: 118.3511 - val_loss: 43167.8269 - val_mean_absolute_error: 187.7675 Epoch 748/5000 148/148 [==============================] - 0s 88us/step - loss: 21073.4880 - mean_absolute_error: 118.2912 - val_loss: 43138.8739 - val_mean_absolute_error: 187.6981 Epoch 749/5000 148/148 [==============================] - 0s 88us/step - loss: 21057.9020 - mean_absolute_error: 118.2423 - val_loss: 43108.1898 - val_mean_absolute_error: 187.6250 Epoch 750/5000 148/148 [==============================] - 0s 88us/step - loss: 21038.4228 - mean_absolute_error: 118.2201 - val_loss: 43077.4084 - val_mean_absolute_error: 187.5513 Epoch 751/5000 148/148 [==============================] - 0s 88us/step - loss: 21022.1829 - mean_absolute_error: 118.1745 - val_loss: 43049.0345 - val_mean_absolute_error: 187.4828 Epoch 752/5000 148/148 [==============================] - 0s 81us/step - loss: 21007.0017 - mean_absolute_error: 118.1283 - val_loss: 43017.0145 - val_mean_absolute_error: 187.4061 Epoch 753/5000 148/148 [==============================] - 0s 95us/step - loss: 20993.0627 - mean_absolute_error: 118.0983 - val_loss: 42989.8586 - val_mean_absolute_error: 187.3402 Epoch 754/5000 148/148 [==============================] - 0s 95us/step - loss: 20974.0504 - mean_absolute_error: 117.9959 - val_loss: 42965.9806 - val_mean_absolute_error: 187.2825 Epoch 755/5000 148/148 [==============================] - 0s 88us/step - loss: 20961.4944 - mean_absolute_error: 117.9384 - val_loss: 42930.2564 - val_mean_absolute_error: 187.1974 Epoch 756/5000 148/148 [==============================] - 0s 81us/step - loss: 20944.3687 - mean_absolute_error: 117.9024 - val_loss: 42904.6400 - val_mean_absolute_error: 187.1360 Epoch 757/5000 148/148 [==============================] - 0s 101us/step - loss: 20928.1380 - mean_absolute_error: 117.8826 - val_loss: 42874.3341 - val_mean_absolute_error: 187.0633 Epoch 758/5000 148/148 [==============================] - 0s 128us/step - loss: 20913.5314 - mean_absolute_error: 117.8352 - val_loss: 42848.5506 - val_mean_absolute_error: 187.0015 Epoch 759/5000 148/148 [==============================] - 0s 108us/step - loss: 20894.1433 - mean_absolute_error: 117.7571 - val_loss: 42824.6334 - val_mean_absolute_error: 186.9435 Epoch 760/5000 148/148 [==============================] - 0s 74us/step - loss: 20878.4994 - mean_absolute_error: 117.6632 - val_loss: 42798.1261 - val_mean_absolute_error: 186.8798 Epoch 761/5000 148/148 [==============================] - 0s 74us/step - loss: 20863.8107 - mean_absolute_error: 117.6726 - val_loss: 42762.1283 - val_mean_absolute_error: 186.7932 Epoch 762/5000 148/148 [==============================] - 0s 81us/step - loss: 20845.2328 - mean_absolute_error: 117.6170 - val_loss: 42733.4070 - val_mean_absolute_error: 186.7238 Epoch 763/5000 148/148 [==============================] - 0s 88us/step - loss: 20831.2620 - mean_absolute_error: 117.5742 - val_loss: 42701.9673 - val_mean_absolute_error: 186.6483 Epoch 764/5000 148/148 [==============================] - 0s 81us/step - loss: 20811.8305 - mean_absolute_error: 117.5268 - val_loss: 42671.9737 - val_mean_absolute_error: 186.5759 Epoch 765/5000 148/148 [==============================] - 0s 88us/step - loss: 20798.5214 - mean_absolute_error: 117.4929 - val_loss: 42640.9077 - val_mean_absolute_error: 186.4998 Epoch 766/5000 148/148 [==============================] - 0s 95us/step - loss: 20779.5655 - mean_absolute_error: 117.4023 - val_loss: 42609.8622 - val_mean_absolute_error: 186.4249 Epoch 767/5000 148/148 [==============================] - 0s 95us/step - loss: 20762.3539 - mean_absolute_error: 117.3854 - val_loss: 42584.3631 - val_mean_absolute_error: 186.3632 Epoch 768/5000 148/148 [==============================] - 0s 95us/step - loss: 20747.6289 - mean_absolute_error: 117.3477 - val_loss: 42562.1709 - val_mean_absolute_error: 186.3095 Epoch 769/5000 148/148 [==============================] - 0s 74us/step - loss: 20733.8164 - mean_absolute_error: 117.2534 - val_loss: 42527.8836 - val_mean_absolute_error: 186.2273 Epoch 770/5000 148/148 [==============================] - 0s 95us/step - loss: 20713.6459 - mean_absolute_error: 117.2485 - val_loss: 42495.0469 - val_mean_absolute_error: 186.1479 Epoch 771/5000 148/148 [==============================] - 0s 115us/step - loss: 20696.4709 - mean_absolute_error: 117.2045 - val_loss: 42468.8108 - val_mean_absolute_error: 186.0838 Epoch 772/5000 148/148 [==============================] - 0s 108us/step - loss: 20682.0213 - mean_absolute_error: 117.1657 - val_loss: 42436.2113 - val_mean_absolute_error: 186.0046 Epoch 773/5000 148/148 [==============================] - 0s 74us/step - loss: 20665.4856 - mean_absolute_error: 117.1160 - val_loss: 42412.9055 - val_mean_absolute_error: 185.9479 Epoch 774/5000 148/148 [==============================] - 0s 95us/step - loss: 20652.1926 - mean_absolute_error: 117.0606 - val_loss: 42383.7897 - val_mean_absolute_error: 185.8775 Epoch 775/5000 148/148 [==============================] - 0s 101us/step - loss: 20637.5030 - mean_absolute_error: 117.0376 - val_loss: 42352.4808 - val_mean_absolute_error: 185.8017 Epoch 776/5000 148/148 [==============================] - 0s 88us/step - loss: 20623.5071 - mean_absolute_error: 116.9950 - val_loss: 42325.5045 - val_mean_absolute_error: 185.7359 Epoch 777/5000 148/148 [==============================] - 0s 95us/step - loss: 20603.4568 - mean_absolute_error: 116.9140 - val_loss: 42298.2445 - val_mean_absolute_error: 185.6697 Epoch 778/5000 148/148 [==============================] - 0s 101us/step - loss: 20589.5974 - mean_absolute_error: 116.8773 - val_loss: 42266.6767 - val_mean_absolute_error: 185.5930 Epoch 779/5000 148/148 [==============================] - 0s 88us/step - loss: 20574.7146 - mean_absolute_error: 116.8107 - val_loss: 42232.5206 - val_mean_absolute_error: 185.5106 Epoch 780/5000 148/148 [==============================] - 0s 101us/step - loss: 20552.6118 - mean_absolute_error: 116.8097 - val_loss: 42211.6102 - val_mean_absolute_error: 185.4596 Epoch 781/5000 148/148 [==============================] - 0s 88us/step - loss: 20541.6275 - mean_absolute_error: 116.7823 - val_loss: 42187.8962 - val_mean_absolute_error: 185.4017 Epoch 782/5000 148/148 [==============================] - 0s 81us/step - loss: 20527.5485 - mean_absolute_error: 116.7383 - val_loss: 42159.6758 - val_mean_absolute_error: 185.3329 Epoch 783/5000 148/148 [==============================] - 0s 88us/step - loss: 20512.4571 - mean_absolute_error: 116.7065 - val_loss: 42129.1044 - val_mean_absolute_error: 185.2584 Epoch 784/5000 148/148 [==============================] - 0s 88us/step - loss: 20494.4108 - mean_absolute_error: 116.6152 - val_loss: 42098.2731 - val_mean_absolute_error: 185.1830 Epoch 785/5000 148/148 [==============================] - 0s 88us/step - loss: 20483.0221 - mean_absolute_error: 116.5881 - val_loss: 42073.9048 - val_mean_absolute_error: 185.1233 Epoch 786/5000 148/148 [==============================] - 0s 81us/step - loss: 20463.5547 - mean_absolute_error: 116.5173 - val_loss: 42043.3766 - val_mean_absolute_error: 185.0490 Epoch 787/5000 148/148 [==============================] - 0s 101us/step - loss: 20449.3487 - mean_absolute_error: 116.4810 - val_loss: 42011.7267 - val_mean_absolute_error: 184.9729 Epoch 788/5000 148/148 [==============================] - 0s 95us/step - loss: 20432.6670 - mean_absolute_error: 116.4563 - val_loss: 41982.3609 - val_mean_absolute_error: 184.9014 Epoch 789/5000 148/148 [==============================] - 0s 95us/step - loss: 20416.6339 - mean_absolute_error: 116.4056 - val_loss: 41948.6933 - val_mean_absolute_error: 184.8196 Epoch 790/5000 148/148 [==============================] - 0s 88us/step - loss: 20395.2108 - mean_absolute_error: 116.4001 - val_loss: 41924.6236 - val_mean_absolute_error: 184.7603 Epoch 791/5000 148/148 [==============================] - 0s 95us/step - loss: 20381.5239 - mean_absolute_error: 116.3548 - val_loss: 41894.4161 - val_mean_absolute_error: 184.6865 Epoch 792/5000 148/148 [==============================] - 0s 74us/step - loss: 20366.4158 - mean_absolute_error: 116.3178 - val_loss: 41863.9486 - val_mean_absolute_error: 184.6122 Epoch 793/5000 148/148 [==============================] - 0s 74us/step - loss: 20349.4496 - mean_absolute_error: 116.2474 - val_loss: 41834.7931 - val_mean_absolute_error: 184.5408 Epoch 794/5000 148/148 [==============================] - 0s 95us/step - loss: 20334.4721 - mean_absolute_error: 116.1929 - val_loss: 41811.3517 - val_mean_absolute_error: 184.4832 Epoch 795/5000 148/148 [==============================] - 0s 95us/step - loss: 20321.0911 - mean_absolute_error: 116.1625 - val_loss: 41780.1923 - val_mean_absolute_error: 184.4071 Epoch 796/5000 148/148 [==============================] - 0s 108us/step - loss: 20303.8534 - mean_absolute_error: 116.1500 - val_loss: 41746.9222 - val_mean_absolute_error: 184.3255 Epoch 797/5000 148/148 [==============================] - 0s 88us/step - loss: 20287.6153 - mean_absolute_error: 116.0925 - val_loss: 41716.5603 - val_mean_absolute_error: 184.2511 Epoch 798/5000 148/148 [==============================] - 0s 101us/step - loss: 20270.0783 - mean_absolute_error: 116.1011 - val_loss: 41688.1848 - val_mean_absolute_error: 184.1819 Epoch 799/5000 148/148 [==============================] - 0s 95us/step - loss: 20254.3436 - mean_absolute_error: 116.0646 - val_loss: 41668.6633 - val_mean_absolute_error: 184.1336 Epoch 800/5000 148/148 [==============================] - 0s 101us/step - loss: 20242.3491 - mean_absolute_error: 116.0320 - val_loss: 41636.7014 - val_mean_absolute_error: 184.0546 Epoch 801/5000 148/148 [==============================] - 0s 101us/step - loss: 20226.2323 - mean_absolute_error: 115.9932 - val_loss: 41609.6098 - val_mean_absolute_error: 183.9880 Epoch 802/5000 148/148 [==============================] - 0s 425us/step - loss: 20212.6281 - mean_absolute_error: 115.9439 - val_loss: 41588.3583 - val_mean_absolute_error: 183.9356 Epoch 803/5000 148/148 [==============================] - 0s 371us/step - loss: 20199.6044 - mean_absolute_error: 115.9096 - val_loss: 41558.7489 - val_mean_absolute_error: 183.8627 Epoch 804/5000 148/148 [==============================] - 0s 122us/step - loss: 20188.7692 - mean_absolute_error: 115.8615 - val_loss: 41529.3439 - val_mean_absolute_error: 183.7901 Epoch 805/5000 148/148 [==============================] - 0s 108us/step - loss: 20168.8929 - mean_absolute_error: 115.8349 - val_loss: 41507.2031 - val_mean_absolute_error: 183.7354 Epoch 806/5000 148/148 [==============================] - 0s 169us/step - loss: 20156.9535 - mean_absolute_error: 115.7896 - val_loss: 41472.9017 - val_mean_absolute_error: 183.6509 Epoch 807/5000 148/148 [==============================] - 0s 128us/step - loss: 20137.6195 - mean_absolute_error: 115.7401 - val_loss: 41443.4745 - val_mean_absolute_error: 183.5782 Epoch 808/5000 148/148 [==============================] - 0s 216us/step - loss: 20121.7952 - mean_absolute_error: 115.6778 - val_loss: 41418.2570 - val_mean_absolute_error: 183.5159 Epoch 809/5000 148/148 [==============================] - 0s 135us/step - loss: 20105.5319 - mean_absolute_error: 115.6199 - val_loss: 41393.8706 - val_mean_absolute_error: 183.4558 Epoch 810/5000 148/148 [==============================] - 0s 101us/step - loss: 20095.7567 - mean_absolute_error: 115.5889 - val_loss: 41366.5909 - val_mean_absolute_error: 183.3879 Epoch 811/5000 148/148 [==============================] - 0s 108us/step - loss: 20079.3562 - mean_absolute_error: 115.5322 - val_loss: 41341.1384 - val_mean_absolute_error: 183.3248 Epoch 812/5000 148/148 [==============================] - 0s 135us/step - loss: 20065.1642 - mean_absolute_error: 115.4749 - val_loss: 41315.7719 - val_mean_absolute_error: 183.2621 Epoch 813/5000 148/148 [==============================] - 0s 128us/step - loss: 20048.2709 - mean_absolute_error: 115.3705 - val_loss: 41285.1706 - val_mean_absolute_error: 183.1860 Epoch 814/5000 148/148 [==============================] - 0s 142us/step - loss: 20033.5504 - mean_absolute_error: 115.2992 - val_loss: 41257.6428 - val_mean_absolute_error: 183.1176 Epoch 815/5000 148/148 [==============================] - 0s 128us/step - loss: 20017.6594 - mean_absolute_error: 115.2155 - val_loss: 41223.1277 - val_mean_absolute_error: 183.0322 Epoch 816/5000 148/148 [==============================] - 0s 115us/step - loss: 19996.3710 - mean_absolute_error: 115.1652 - val_loss: 41195.1602 - val_mean_absolute_error: 182.9625 Epoch 817/5000 148/148 [==============================] - 0s 101us/step - loss: 19984.0703 - mean_absolute_error: 115.1061 - val_loss: 41167.7414 - val_mean_absolute_error: 182.8942 Epoch 818/5000 148/148 [==============================] - 0s 95us/step - loss: 19964.9081 - mean_absolute_error: 115.0446 - val_loss: 41139.9806 - val_mean_absolute_error: 182.8248 Epoch 819/5000 148/148 [==============================] - 0s 95us/step - loss: 19954.9338 - mean_absolute_error: 114.9792 - val_loss: 41109.1231 - val_mean_absolute_error: 182.7488 Epoch 820/5000 148/148 [==============================] - 0s 101us/step - loss: 19932.3917 - mean_absolute_error: 114.9559 - val_loss: 41081.8067 - val_mean_absolute_error: 182.6811 Epoch 821/5000 148/148 [==============================] - 0s 68us/step - loss: 19923.2884 - mean_absolute_error: 114.9373 - val_loss: 41057.3509 - val_mean_absolute_error: 182.6198 Epoch 822/5000 148/148 [==============================] - 0s 95us/step - loss: 19909.5453 - mean_absolute_error: 114.8673 - val_loss: 41037.8730 - val_mean_absolute_error: 182.5706 Epoch 823/5000 148/148 [==============================] - 0s 101us/step - loss: 19892.8623 - mean_absolute_error: 114.7764 - val_loss: 41004.4914 - val_mean_absolute_error: 182.4882 Epoch 824/5000 148/148 [==============================] - 0s 81us/step - loss: 19876.0168 - mean_absolute_error: 114.7579 - val_loss: 40976.5997 - val_mean_absolute_error: 182.4187 Epoch 825/5000 148/148 [==============================] - 0s 74us/step - loss: 19861.5250 - mean_absolute_error: 114.7041 - val_loss: 40951.2102 - val_mean_absolute_error: 182.3553 Epoch 826/5000 148/148 [==============================] - 0s 81us/step - loss: 19845.8635 - mean_absolute_error: 114.6457 - val_loss: 40919.2975 - val_mean_absolute_error: 182.2756 Epoch 827/5000 148/148 [==============================] - 0s 61us/step - loss: 19829.3460 - mean_absolute_error: 114.5915 - val_loss: 40889.2906 - val_mean_absolute_error: 182.2011 Epoch 828/5000 148/148 [==============================] - 0s 74us/step - loss: 19811.0648 - mean_absolute_error: 114.5451 - val_loss: 40856.9308 - val_mean_absolute_error: 182.1203 Epoch 829/5000 148/148 [==============================] - 0s 81us/step - loss: 19795.3971 - mean_absolute_error: 114.5279 - val_loss: 40830.0164 - val_mean_absolute_error: 182.0533 Epoch 830/5000 148/148 [==============================] - 0s 81us/step - loss: 19781.2700 - mean_absolute_error: 114.5128 - val_loss: 40805.5542 - val_mean_absolute_error: 181.9924 Epoch 831/5000 148/148 [==============================] - 0s 61us/step - loss: 19765.6210 - mean_absolute_error: 114.5078 - val_loss: 40773.5617 - val_mean_absolute_error: 181.9124 Epoch 832/5000 148/148 [==============================] - 0s 81us/step - loss: 19747.5831 - mean_absolute_error: 114.4576 - val_loss: 40746.3081 - val_mean_absolute_error: 181.8442 Epoch 833/5000 148/148 [==============================] - 0s 88us/step - loss: 19732.5904 - mean_absolute_error: 114.4037 - val_loss: 40716.0575 - val_mean_absolute_error: 181.7684 Epoch 834/5000 148/148 [==============================] - 0s 74us/step - loss: 19716.1358 - mean_absolute_error: 114.3819 - val_loss: 40691.9941 - val_mean_absolute_error: 181.7077 Epoch 835/5000 148/148 [==============================] - 0s 68us/step - loss: 19705.1420 - mean_absolute_error: 114.3480 - val_loss: 40665.5577 - val_mean_absolute_error: 181.6413 Epoch 836/5000 148/148 [==============================] - 0s 81us/step - loss: 19687.6417 - mean_absolute_error: 114.2753 - val_loss: 40639.6952 - val_mean_absolute_error: 181.5770 Epoch 837/5000 148/148 [==============================] - 0s 81us/step - loss: 19672.8813 - mean_absolute_error: 114.2277 - val_loss: 40611.5120 - val_mean_absolute_error: 181.5069 Epoch 838/5000 148/148 [==============================] - 0s 74us/step - loss: 19657.0980 - mean_absolute_error: 114.1778 - val_loss: 40585.0822 - val_mean_absolute_error: 181.4408 Epoch 839/5000 148/148 [==============================] - 0s 61us/step - loss: 19643.7492 - mean_absolute_error: 114.1372 - val_loss: 40552.8905 - val_mean_absolute_error: 181.3608 Epoch 840/5000 148/148 [==============================] - 0s 88us/step - loss: 19627.0503 - mean_absolute_error: 114.0789 - val_loss: 40524.8208 - val_mean_absolute_error: 181.2903 Epoch 841/5000 148/148 [==============================] - 0s 74us/step - loss: 19609.8758 - mean_absolute_error: 113.9911 - val_loss: 40497.0961 - val_mean_absolute_error: 181.2208 Epoch 842/5000 148/148 [==============================] - 0s 68us/step - loss: 19592.5810 - mean_absolute_error: 113.9660 - val_loss: 40473.8603 - val_mean_absolute_error: 181.1619 Epoch 843/5000 148/148 [==============================] - 0s 68us/step - loss: 19580.2333 - mean_absolute_error: 113.9082 - val_loss: 40442.9981 - val_mean_absolute_error: 181.0846 Epoch 844/5000 148/148 [==============================] - 0s 101us/step - loss: 19562.7069 - mean_absolute_error: 113.8566 - val_loss: 40414.4819 - val_mean_absolute_error: 181.0132 Epoch 845/5000 148/148 [==============================] - 0s 95us/step - loss: 19547.8249 - mean_absolute_error: 113.7752 - val_loss: 40383.0586 - val_mean_absolute_error: 180.9345 Epoch 846/5000 148/148 [==============================] - 0s 74us/step - loss: 19531.8608 - mean_absolute_error: 113.7361 - val_loss: 40357.8995 - val_mean_absolute_error: 180.8700 Epoch 847/5000 148/148 [==============================] - 0s 74us/step - loss: 19515.8899 - mean_absolute_error: 113.6484 - val_loss: 40327.7717 - val_mean_absolute_error: 180.7947 Epoch 848/5000 148/148 [==============================] - 0s 95us/step - loss: 19500.1605 - mean_absolute_error: 113.6172 - val_loss: 40307.4770 - val_mean_absolute_error: 180.7430 Epoch 849/5000 148/148 [==============================] - 0s 101us/step - loss: 19485.3141 - mean_absolute_error: 113.5330 - val_loss: 40282.6764 - val_mean_absolute_error: 180.6809 Epoch 850/5000 148/148 [==============================] - 0s 81us/step - loss: 19473.4542 - mean_absolute_error: 113.4804 - val_loss: 40251.3737 - val_mean_absolute_error: 180.6023 Epoch 851/5000 148/148 [==============================] - 0s 115us/step - loss: 19456.0116 - mean_absolute_error: 113.4076 - val_loss: 40222.7630 - val_mean_absolute_error: 180.5306 Epoch 852/5000 148/148 [==============================] - 0s 101us/step - loss: 19440.5765 - mean_absolute_error: 113.3752 - val_loss: 40196.8559 - val_mean_absolute_error: 180.4648 Epoch 853/5000 148/148 [==============================] - 0s 135us/step - loss: 19426.6265 - mean_absolute_error: 113.3371 - val_loss: 40166.5177 - val_mean_absolute_error: 180.3892 Epoch 854/5000 148/148 [==============================] - 0s 115us/step - loss: 19411.6791 - mean_absolute_error: 113.2963 - val_loss: 40140.0930 - val_mean_absolute_error: 180.3228 Epoch 855/5000 148/148 [==============================] - 0s 122us/step - loss: 19397.0433 - mean_absolute_error: 113.2609 - val_loss: 40114.0377 - val_mean_absolute_error: 180.2570 Epoch 856/5000 148/148 [==============================] - 0s 101us/step - loss: 19382.4285 - mean_absolute_error: 113.1923 - val_loss: 40095.3572 - val_mean_absolute_error: 180.2079 Epoch 857/5000 148/148 [==============================] - 0s 95us/step - loss: 19370.5224 - mean_absolute_error: 113.1324 - val_loss: 40067.8187 - val_mean_absolute_error: 180.1389 Epoch 858/5000 148/148 [==============================] - 0s 101us/step - loss: 19354.5081 - mean_absolute_error: 113.0666 - val_loss: 40036.5984 - val_mean_absolute_error: 180.0607 Epoch 859/5000 148/148 [==============================] - 0s 108us/step - loss: 19336.7254 - mean_absolute_error: 113.0494 - val_loss: 40003.5131 - val_mean_absolute_error: 179.9778 Epoch 860/5000 148/148 [==============================] - 0s 122us/step - loss: 19319.3656 - mean_absolute_error: 113.0060 - val_loss: 39978.4198 - val_mean_absolute_error: 179.9148 Epoch 861/5000 148/148 [==============================] - 0s 115us/step - loss: 19310.6043 - mean_absolute_error: 112.9289 - val_loss: 39953.4292 - val_mean_absolute_error: 179.8523 Epoch 862/5000 148/148 [==============================] - 0s 142us/step - loss: 19289.2024 - mean_absolute_error: 112.9308 - val_loss: 39921.2467 - val_mean_absolute_error: 179.7718 Epoch 863/5000 148/148 [==============================] - 0s 108us/step - loss: 19271.4809 - mean_absolute_error: 112.9371 - val_loss: 39890.5569 - val_mean_absolute_error: 179.6940 Epoch 864/5000 148/148 [==============================] - 0s 95us/step - loss: 19255.9990 - mean_absolute_error: 112.8991 - val_loss: 39869.6761 - val_mean_absolute_error: 179.6408 Epoch 865/5000 148/148 [==============================] - 0s 115us/step - loss: 19243.1939 - mean_absolute_error: 112.8500 - val_loss: 39844.7152 - val_mean_absolute_error: 179.5774 Epoch 866/5000 148/148 [==============================] - 0s 101us/step - loss: 19228.7643 - mean_absolute_error: 112.7978 - val_loss: 39819.4275 - val_mean_absolute_error: 179.5135 Epoch 867/5000 148/148 [==============================] - 0s 108us/step - loss: 19215.6691 - mean_absolute_error: 112.7307 - val_loss: 39792.2945 - val_mean_absolute_error: 179.4448 Epoch 868/5000 148/148 [==============================] - 0s 101us/step - loss: 19203.0441 - mean_absolute_error: 112.6816 - val_loss: 39766.6633 - val_mean_absolute_error: 179.3809 Epoch 869/5000 148/148 [==============================] - 0s 122us/step - loss: 19187.6159 - mean_absolute_error: 112.6253 - val_loss: 39735.4606 - val_mean_absolute_error: 179.3019 Epoch 870/5000 148/148 [==============================] - 0s 108us/step - loss: 19170.8601 - mean_absolute_error: 112.5692 - val_loss: 39714.2392 - val_mean_absolute_error: 179.2475 Epoch 871/5000 148/148 [==============================] - 0s 135us/step - loss: 19158.4129 - mean_absolute_error: 112.5104 - val_loss: 39689.4931 - val_mean_absolute_error: 179.1837 Epoch 872/5000 148/148 [==============================] - 0s 115us/step - loss: 19145.4021 - mean_absolute_error: 112.4386 - val_loss: 39658.8417 - val_mean_absolute_error: 179.1058 Epoch 873/5000 148/148 [==============================] - 0s 95us/step - loss: 19131.9525 - mean_absolute_error: 112.4242 - val_loss: 39633.6541 - val_mean_absolute_error: 179.0414 Epoch 874/5000 148/148 [==============================] - 0s 101us/step - loss: 19119.7662 - mean_absolute_error: 112.3360 - val_loss: 39607.3705 - val_mean_absolute_error: 178.9744 Epoch 875/5000 148/148 [==============================] - 0s 81us/step - loss: 19101.2546 - mean_absolute_error: 112.3146 - val_loss: 39576.3750 - val_mean_absolute_error: 178.8957 Epoch 876/5000 148/148 [==============================] - 0s 88us/step - loss: 19084.2289 - mean_absolute_error: 112.2732 - val_loss: 39546.9691 - val_mean_absolute_error: 178.8207 Epoch 877/5000 148/148 [==============================] - 0s 74us/step - loss: 19070.0280 - mean_absolute_error: 112.2290 - val_loss: 39521.7159 - val_mean_absolute_error: 178.7554 Epoch 878/5000 148/148 [==============================] - 0s 95us/step - loss: 19055.6623 - mean_absolute_error: 112.1983 - val_loss: 39492.3428 - val_mean_absolute_error: 178.6786 Epoch 879/5000 148/148 [==============================] - 0s 81us/step - loss: 19037.4878 - mean_absolute_error: 112.1152 - val_loss: 39465.2530 - val_mean_absolute_error: 178.6079 Epoch 880/5000 148/148 [==============================] - 0s 81us/step - loss: 19024.3780 - mean_absolute_error: 112.0421 - val_loss: 39441.9959 - val_mean_absolute_error: 178.5487 Epoch 881/5000 148/148 [==============================] - 0s 88us/step - loss: 19011.3542 - mean_absolute_error: 112.0207 - val_loss: 39414.6070 - val_mean_absolute_error: 178.4782 Epoch 882/5000 148/148 [==============================] - 0s 74us/step - loss: 18993.9822 - mean_absolute_error: 111.9477 - val_loss: 39381.3823 - val_mean_absolute_error: 178.3940 Epoch 883/5000 148/148 [==============================] - 0s 81us/step - loss: 18978.0394 - mean_absolute_error: 111.9163 - val_loss: 39357.7683 - val_mean_absolute_error: 178.3337 Epoch 884/5000 148/148 [==============================] - 0s 68us/step - loss: 18962.4904 - mean_absolute_error: 111.8545 - val_loss: 39331.3781 - val_mean_absolute_error: 178.2660 Epoch 885/5000 148/148 [==============================] - 0s 88us/step - loss: 18950.4301 - mean_absolute_error: 111.8188 - val_loss: 39302.6319 - val_mean_absolute_error: 178.1925 Epoch 886/5000 148/148 [==============================] - 0s 74us/step - loss: 18936.5945 - mean_absolute_error: 111.7887 - val_loss: 39274.1333 - val_mean_absolute_error: 178.1196 Epoch 887/5000 148/148 [==============================] - 0s 74us/step - loss: 18920.8215 - mean_absolute_error: 111.7505 - val_loss: 39254.1769 - val_mean_absolute_error: 178.0677 Epoch 888/5000 148/148 [==============================] - 0s 74us/step - loss: 18911.2333 - mean_absolute_error: 111.6743 - val_loss: 39227.1592 - val_mean_absolute_error: 177.9983 Epoch 889/5000 148/148 [==============================] - 0s 88us/step - loss: 18894.1028 - mean_absolute_error: 111.6385 - val_loss: 39208.4553 - val_mean_absolute_error: 177.9493 Epoch 890/5000 148/148 [==============================] - 0s 81us/step - loss: 18883.5986 - mean_absolute_error: 111.5879 - val_loss: 39187.1214 - val_mean_absolute_error: 177.8952 Epoch 891/5000 148/148 [==============================] - 0s 68us/step - loss: 18868.2971 - mean_absolute_error: 111.5887 - val_loss: 39163.0369 - val_mean_absolute_error: 177.8337 Epoch 892/5000 148/148 [==============================] - 0s 68us/step - loss: 18854.1125 - mean_absolute_error: 111.5400 - val_loss: 39130.9042 - val_mean_absolute_error: 177.7515 Epoch 893/5000 148/148 [==============================] - 0s 88us/step - loss: 18838.9346 - mean_absolute_error: 111.5234 - val_loss: 39102.9512 - val_mean_absolute_error: 177.6794 Epoch 894/5000 148/148 [==============================] - 0s 74us/step - loss: 18821.6529 - mean_absolute_error: 111.4653 - val_loss: 39073.7633 - val_mean_absolute_error: 177.6045 Epoch 895/5000 148/148 [==============================] - 0s 81us/step - loss: 18810.0027 - mean_absolute_error: 111.4154 - val_loss: 39043.9127 - val_mean_absolute_error: 177.5279 Epoch 896/5000 148/148 [==============================] - 0s 74us/step - loss: 18794.3300 - mean_absolute_error: 111.3972 - val_loss: 39017.8336 - val_mean_absolute_error: 177.4606 Epoch 897/5000 148/148 [==============================] - 0s 81us/step - loss: 18777.6432 - mean_absolute_error: 111.3603 - val_loss: 38991.8969 - val_mean_absolute_error: 177.3939 Epoch 898/5000 148/148 [==============================] - 0s 68us/step - loss: 18760.5197 - mean_absolute_error: 111.3215 - val_loss: 38967.7323 - val_mean_absolute_error: 177.3312 Epoch 899/5000 148/148 [==============================] - 0s 61us/step - loss: 18748.6393 - mean_absolute_error: 111.2790 - val_loss: 38935.7053 - val_mean_absolute_error: 177.2485 Epoch 900/5000 148/148 [==============================] - 0s 74us/step - loss: 18729.8620 - mean_absolute_error: 111.2450 - val_loss: 38910.3739 - val_mean_absolute_error: 177.1804 Epoch 901/5000 148/148 [==============================] - 0s 74us/step - loss: 18715.4467 - mean_absolute_error: 111.2072 - val_loss: 38883.6419 - val_mean_absolute_error: 177.1117 Epoch 902/5000 148/148 [==============================] - 0s 68us/step - loss: 18698.7910 - mean_absolute_error: 111.2133 - val_loss: 38862.6617 - val_mean_absolute_error: 177.0564 Epoch 903/5000 148/148 [==============================] - 0s 61us/step - loss: 18691.1300 - mean_absolute_error: 111.1342 - val_loss: 38833.4556 - val_mean_absolute_error: 176.9810 Epoch 904/5000 148/148 [==============================] - 0s 74us/step - loss: 18673.7791 - mean_absolute_error: 111.1240 - val_loss: 38808.1272 - val_mean_absolute_error: 176.9161 Epoch 905/5000 148/148 [==============================] - 0s 68us/step - loss: 18657.6480 - mean_absolute_error: 111.1213 - val_loss: 38782.1352 - val_mean_absolute_error: 176.8490 Epoch 906/5000 148/148 [==============================] - 0s 68us/step - loss: 18643.4083 - mean_absolute_error: 111.0395 - val_loss: 38754.8087 - val_mean_absolute_error: 176.7791 Epoch 907/5000 148/148 [==============================] - 0s 74us/step - loss: 18626.8620 - mean_absolute_error: 111.0583 - val_loss: 38725.4877 - val_mean_absolute_error: 176.7037 Epoch 908/5000 148/148 [==============================] - 0s 74us/step - loss: 18611.0918 - mean_absolute_error: 110.9985 - val_loss: 38700.5719 - val_mean_absolute_error: 176.6391 Epoch 909/5000 148/148 [==============================] - 0s 74us/step - loss: 18597.6480 - mean_absolute_error: 110.9579 - val_loss: 38671.7063 - val_mean_absolute_error: 176.5643 Epoch 910/5000 148/148 [==============================] - 0s 68us/step - loss: 18581.6655 - mean_absolute_error: 110.9143 - val_loss: 38641.7314 - val_mean_absolute_error: 176.4866 Epoch 911/5000 148/148 [==============================] - 0s 74us/step - loss: 18568.4505 - mean_absolute_error: 110.8934 - val_loss: 38618.5402 - val_mean_absolute_error: 176.4245 Epoch 912/5000 148/148 [==============================] - 0s 74us/step - loss: 18554.7816 - mean_absolute_error: 110.8382 - val_loss: 38585.3327 - val_mean_absolute_error: 176.3386 Epoch 913/5000 148/148 [==============================] - 0s 61us/step - loss: 18535.4285 - mean_absolute_error: 110.7719 - val_loss: 38564.3539 - val_mean_absolute_error: 176.2836 Epoch 914/5000 148/148 [==============================] - 0s 81us/step - loss: 18525.6032 - mean_absolute_error: 110.7672 - val_loss: 38537.9745 - val_mean_absolute_error: 176.2152 Epoch 915/5000 148/148 [==============================] - 0s 68us/step - loss: 18509.2135 - mean_absolute_error: 110.7208 - val_loss: 38515.3609 - val_mean_absolute_error: 176.1543 Epoch 916/5000 148/148 [==============================] - 0s 68us/step - loss: 18496.5007 - mean_absolute_error: 110.6445 - val_loss: 38486.2675 - val_mean_absolute_error: 176.0789 Epoch 917/5000 148/148 [==============================] - 0s 68us/step - loss: 18483.8710 - mean_absolute_error: 110.6210 - val_loss: 38463.5481 - val_mean_absolute_error: 176.0194 Epoch 918/5000 148/148 [==============================] - 0s 74us/step - loss: 18469.9139 - mean_absolute_error: 110.5349 - val_loss: 38433.9700 - val_mean_absolute_error: 175.9427 Epoch 919/5000 148/148 [==============================] - 0s 61us/step - loss: 18452.6521 - mean_absolute_error: 110.4820 - val_loss: 38406.1948 - val_mean_absolute_error: 175.8705 Epoch 920/5000 148/148 [==============================] - 0s 74us/step - loss: 18437.8455 - mean_absolute_error: 110.4461 - val_loss: 38378.6095 - val_mean_absolute_error: 175.7981 Epoch 921/5000 148/148 [==============================] - 0s 81us/step - loss: 18423.9377 - mean_absolute_error: 110.4109 - val_loss: 38348.3994 - val_mean_absolute_error: 175.7187 Epoch 922/5000 148/148 [==============================] - 0s 81us/step - loss: 18408.9023 - mean_absolute_error: 110.3485 - val_loss: 38327.0144 - val_mean_absolute_error: 175.6627 Epoch 923/5000 148/148 [==============================] - 0s 81us/step - loss: 18394.9145 - mean_absolute_error: 110.3058 - val_loss: 38299.1391 - val_mean_absolute_error: 175.5899 Epoch 924/5000 148/148 [==============================] - 0s 81us/step - loss: 18383.2188 - mean_absolute_error: 110.2831 - val_loss: 38268.3914 - val_mean_absolute_error: 175.5098 Epoch 925/5000 148/148 [==============================] - 0s 81us/step - loss: 18368.2344 - mean_absolute_error: 110.2064 - val_loss: 38242.9397 - val_mean_absolute_error: 175.4427 Epoch 926/5000 148/148 [==============================] - 0s 88us/step - loss: 18349.6497 - mean_absolute_error: 110.2294 - val_loss: 38217.9869 - val_mean_absolute_error: 175.3773 Epoch 927/5000 148/148 [==============================] - 0s 74us/step - loss: 18338.4622 - mean_absolute_error: 110.1545 - val_loss: 38190.0306 - val_mean_absolute_error: 175.3042 Epoch 928/5000 148/148 [==============================] - 0s 61us/step - loss: 18320.0634 - mean_absolute_error: 110.1087 - val_loss: 38168.7906 - val_mean_absolute_error: 175.2481 Epoch 929/5000 148/148 [==============================] - 0s 74us/step - loss: 18307.8200 - mean_absolute_error: 110.0749 - val_loss: 38142.3233 - val_mean_absolute_error: 175.1787 Epoch 930/5000 148/148 [==============================] - 0s 81us/step - loss: 18295.1652 - mean_absolute_error: 110.0189 - val_loss: 38113.7613 - val_mean_absolute_error: 175.1036 Epoch 931/5000 148/148 [==============================] - 0s 95us/step - loss: 18281.1537 - mean_absolute_error: 109.9800 - val_loss: 38087.5075 - val_mean_absolute_error: 175.0348 Epoch 932/5000 148/148 [==============================] - 0s 74us/step - loss: 18263.9340 - mean_absolute_error: 109.9881 - val_loss: 38064.5483 - val_mean_absolute_error: 174.9738 Epoch 933/5000 148/148 [==============================] - 0s 81us/step - loss: 18250.1873 - mean_absolute_error: 109.9837 - val_loss: 38039.3886 - val_mean_absolute_error: 174.9079 Epoch 934/5000 148/148 [==============================] - 0s 68us/step - loss: 18237.5285 - mean_absolute_error: 109.9437 - val_loss: 38014.8214 - val_mean_absolute_error: 174.8425 Epoch 935/5000 148/148 [==============================] - 0s 74us/step - loss: 18223.7985 - mean_absolute_error: 109.8992 - val_loss: 37979.4541 - val_mean_absolute_error: 174.7500 Epoch 936/5000 148/148 [==============================] - 0s 95us/step - loss: 18205.7363 - mean_absolute_error: 109.8521 - val_loss: 37953.9266 - val_mean_absolute_error: 174.6829 Epoch 937/5000 148/148 [==============================] - 0s 81us/step - loss: 18193.7838 - mean_absolute_error: 109.8174 - val_loss: 37932.5145 - val_mean_absolute_error: 174.6265 Epoch 938/5000 148/148 [==============================] - 0s 142us/step - loss: 18179.6573 - mean_absolute_error: 109.7508 - val_loss: 37905.9123 - val_mean_absolute_error: 174.5572 Epoch 939/5000 148/148 [==============================] - 0s 108us/step - loss: 18166.2771 - mean_absolute_error: 109.7305 - val_loss: 37882.6547 - val_mean_absolute_error: 174.4958 Epoch 940/5000 148/148 [==============================] - 0s 108us/step - loss: 18151.7182 - mean_absolute_error: 109.6804 - val_loss: 37863.9489 - val_mean_absolute_error: 174.4442 Epoch 941/5000 148/148 [==============================] - 0s 95us/step - loss: 18141.3242 - mean_absolute_error: 109.5917 - val_loss: 37835.4933 - val_mean_absolute_error: 174.3694 Epoch 942/5000 148/148 [==============================] - 0s 88us/step - loss: 18127.2254 - mean_absolute_error: 109.5689 - val_loss: 37808.5728 - val_mean_absolute_error: 174.2977 Epoch 943/5000 148/148 [==============================] - 0s 101us/step - loss: 18112.1704 - mean_absolute_error: 109.4846 - val_loss: 37783.5047 - val_mean_absolute_error: 174.2317 Epoch 944/5000 148/148 [==============================] - 0s 95us/step - loss: 18098.4749 - mean_absolute_error: 109.4704 - val_loss: 37759.7428 - val_mean_absolute_error: 174.1679 Epoch 945/5000 148/148 [==============================] - 0s 101us/step - loss: 18084.6166 - mean_absolute_error: 109.4021 - val_loss: 37733.1550 - val_mean_absolute_error: 174.0978 Epoch 946/5000 148/148 [==============================] - 0s 88us/step - loss: 18071.1625 - mean_absolute_error: 109.3900 - val_loss: 37704.2136 - val_mean_absolute_error: 174.0196 Epoch 947/5000 148/148 [==============================] - 0s 101us/step - loss: 18057.2811 - mean_absolute_error: 109.3637 - val_loss: 37681.5280 - val_mean_absolute_error: 173.9587 Epoch 948/5000 148/148 [==============================] - 0s 95us/step - loss: 18041.8247 - mean_absolute_error: 109.2607 - val_loss: 37659.6777 - val_mean_absolute_error: 173.8991 Epoch 949/5000 148/148 [==============================] - 0s 108us/step - loss: 18030.0916 - mean_absolute_error: 109.1927 - val_loss: 37632.8120 - val_mean_absolute_error: 173.8282 Epoch 950/5000 148/148 [==============================] - 0s 108us/step - loss: 18014.9317 - mean_absolute_error: 109.1454 - val_loss: 37600.1369 - val_mean_absolute_error: 173.7418 Epoch 951/5000 148/148 [==============================] - 0s 122us/step - loss: 17999.4787 - mean_absolute_error: 109.0718 - val_loss: 37570.5762 - val_mean_absolute_error: 173.6643 Epoch 952/5000 148/148 [==============================] - 0s 122us/step - loss: 17983.0270 - mean_absolute_error: 109.0377 - val_loss: 37547.4402 - val_mean_absolute_error: 173.6020 Epoch 953/5000 148/148 [==============================] - 0s 115us/step - loss: 17970.9152 - mean_absolute_error: 108.9602 - val_loss: 37517.2014 - val_mean_absolute_error: 173.5215 Epoch 954/5000 148/148 [==============================] - 0s 88us/step - loss: 17955.1112 - mean_absolute_error: 108.9442 - val_loss: 37493.7467 - val_mean_absolute_error: 173.4602 Epoch 955/5000 148/148 [==============================] - 0s 95us/step - loss: 17942.3232 - mean_absolute_error: 108.8834 - val_loss: 37468.6559 - val_mean_absolute_error: 173.3958 Epoch 956/5000 148/148 [==============================] - 0s 88us/step - loss: 17928.9502 - mean_absolute_error: 108.8743 - val_loss: 37445.1452 - val_mean_absolute_error: 173.3346 Epoch 957/5000 148/148 [==============================] - 0s 95us/step - loss: 17915.1412 - mean_absolute_error: 108.8541 - val_loss: 37420.3080 - val_mean_absolute_error: 173.2697 Epoch 958/5000 148/148 [==============================] - 0s 108us/step - loss: 17900.6754 - mean_absolute_error: 108.8266 - val_loss: 37391.8902 - val_mean_absolute_error: 173.1959 Epoch 959/5000 148/148 [==============================] - 0s 95us/step - loss: 17886.8665 - mean_absolute_error: 108.8270 - val_loss: 37359.5736 - val_mean_absolute_error: 173.1130 Epoch 960/5000 148/148 [==============================] - 0s 122us/step - loss: 17869.7598 - mean_absolute_error: 108.7888 - val_loss: 37339.5806 - val_mean_absolute_error: 173.0603 Epoch 961/5000 148/148 [==============================] - 0s 81us/step - loss: 17857.6918 - mean_absolute_error: 108.7244 - val_loss: 37319.8408 - val_mean_absolute_error: 173.0079 Epoch 962/5000 148/148 [==============================] - 0s 108us/step - loss: 17846.0400 - mean_absolute_error: 108.7005 - val_loss: 37297.1222 - val_mean_absolute_error: 172.9467 Epoch 963/5000 148/148 [==============================] - 0s 95us/step - loss: 17835.3902 - mean_absolute_error: 108.6309 - val_loss: 37274.3842 - val_mean_absolute_error: 172.8867 Epoch 964/5000 148/148 [==============================] - 0s 81us/step - loss: 17821.3321 - mean_absolute_error: 108.5778 - val_loss: 37246.0252 - val_mean_absolute_error: 172.8100 Epoch 965/5000 148/148 [==============================] - 0s 108us/step - loss: 17804.8490 - mean_absolute_error: 108.5347 - val_loss: 37213.7528 - val_mean_absolute_error: 172.7255 Epoch 966/5000 148/148 [==============================] - 0s 101us/step - loss: 17790.9692 - mean_absolute_error: 108.5015 - val_loss: 37190.1117 - val_mean_absolute_error: 172.6622 Epoch 967/5000 148/148 [==============================] - 0s 81us/step - loss: 17776.6080 - mean_absolute_error: 108.4140 - val_loss: 37162.7269 - val_mean_absolute_error: 172.5904 Epoch 968/5000 148/148 [==============================] - 0s 74us/step - loss: 17761.6805 - mean_absolute_error: 108.3995 - val_loss: 37140.1598 - val_mean_absolute_error: 172.5310 Epoch 969/5000 148/148 [==============================] - 0s 88us/step - loss: 17748.1421 - mean_absolute_error: 108.3547 - val_loss: 37113.0275 - val_mean_absolute_error: 172.4593 Epoch 970/5000 148/148 [==============================] - 0s 88us/step - loss: 17732.1882 - mean_absolute_error: 108.3102 - val_loss: 37087.4045 - val_mean_absolute_error: 172.3916 Epoch 971/5000 148/148 [==============================] - 0s 155us/step - loss: 17720.2345 - mean_absolute_error: 108.2727 - val_loss: 37059.0273 - val_mean_absolute_error: 172.3166 Epoch 972/5000 148/148 [==============================] - 0s 135us/step - loss: 17702.1137 - mean_absolute_error: 108.2184 - val_loss: 37031.5616 - val_mean_absolute_error: 172.2435 Epoch 973/5000 148/148 [==============================] - 0s 135us/step - loss: 17691.2969 - mean_absolute_error: 108.1845 - val_loss: 37012.1945 - val_mean_absolute_error: 172.1916 Epoch 974/5000 148/148 [==============================] - 0s 182us/step - loss: 17678.3480 - mean_absolute_error: 108.0788 - val_loss: 36989.3078 - val_mean_absolute_error: 172.1297 Epoch 975/5000 148/148 [==============================] - 0s 122us/step - loss: 17663.6687 - mean_absolute_error: 108.0355 - val_loss: 36968.2008 - val_mean_absolute_error: 172.0735 Epoch 976/5000 148/148 [==============================] - 0s 135us/step - loss: 17652.6992 - mean_absolute_error: 108.0009 - val_loss: 36935.0766 - val_mean_absolute_error: 171.9862 Epoch 977/5000 148/148 [==============================] - 0s 149us/step - loss: 17635.8941 - mean_absolute_error: 107.9675 - val_loss: 36913.1094 - val_mean_absolute_error: 171.9270 Epoch 978/5000 148/148 [==============================] - 0s 101us/step - loss: 17625.4478 - mean_absolute_error: 107.9352 - val_loss: 36890.5909 - val_mean_absolute_error: 171.8656 Epoch 979/5000 148/148 [==============================] - 0s 101us/step - loss: 17611.0995 - mean_absolute_error: 107.8707 - val_loss: 36867.1319 - val_mean_absolute_error: 171.8023 Epoch 980/5000 148/148 [==============================] - 0s 95us/step - loss: 17598.2035 - mean_absolute_error: 107.8172 - val_loss: 36838.3480 - val_mean_absolute_error: 171.7263 Epoch 981/5000 148/148 [==============================] - 0s 101us/step - loss: 17582.4867 - mean_absolute_error: 107.7929 - val_loss: 36806.6791 - val_mean_absolute_error: 171.6441 Epoch 982/5000 148/148 [==============================] - 0s 81us/step - loss: 17567.8690 - mean_absolute_error: 107.7370 - val_loss: 36785.3720 - val_mean_absolute_error: 171.5869 Epoch 983/5000 148/148 [==============================] - 0s 115us/step - loss: 17556.4257 - mean_absolute_error: 107.6929 - val_loss: 36761.9855 - val_mean_absolute_error: 171.5224 Epoch 984/5000 148/148 [==============================] - 0s 95us/step - loss: 17543.8337 - mean_absolute_error: 107.6095 - val_loss: 36734.9509 - val_mean_absolute_error: 171.4504 Epoch 985/5000 148/148 [==============================] - 0s 95us/step - loss: 17528.9936 - mean_absolute_error: 107.5468 - val_loss: 36710.6166 - val_mean_absolute_error: 171.3859 Epoch 986/5000 148/148 [==============================] - 0s 101us/step - loss: 17516.3365 - mean_absolute_error: 107.5340 - val_loss: 36682.3123 - val_mean_absolute_error: 171.3108 Epoch 987/5000 148/148 [==============================] - 0s 122us/step - loss: 17500.1135 - mean_absolute_error: 107.4881 - val_loss: 36654.1967 - val_mean_absolute_error: 171.2360 Epoch 988/5000 148/148 [==============================] - 0s 115us/step - loss: 17484.6858 - mean_absolute_error: 107.4392 - val_loss: 36629.7120 - val_mean_absolute_error: 171.1690 Epoch 989/5000 148/148 [==============================] - 0s 115us/step - loss: 17475.6768 - mean_absolute_error: 107.3817 - val_loss: 36604.5845 - val_mean_absolute_error: 171.1021 Epoch 990/5000 148/148 [==============================] - 0s 101us/step - loss: 17459.4500 - mean_absolute_error: 107.2958 - val_loss: 36582.0159 - val_mean_absolute_error: 171.0427 Epoch 991/5000 148/148 [==============================] - 0s 149us/step - loss: 17444.7383 - mean_absolute_error: 107.2978 - val_loss: 36554.6822 - val_mean_absolute_error: 170.9702 Epoch 992/5000 148/148 [==============================] - 0s 236us/step - loss: 17431.8302 - mean_absolute_error: 107.2886 - val_loss: 36533.0519 - val_mean_absolute_error: 170.9123 Epoch 993/5000 148/148 [==============================] - 0s 155us/step - loss: 17418.2020 - mean_absolute_error: 107.2331 - val_loss: 36505.7130 - val_mean_absolute_error: 170.8403 Epoch 994/5000 148/148 [==============================] - 0s 189us/step - loss: 17406.6249 - mean_absolute_error: 107.2353 - val_loss: 36478.1255 - val_mean_absolute_error: 170.7665 Epoch 995/5000 148/148 [==============================] - 0s 290us/step - loss: 17390.5803 - mean_absolute_error: 107.1950 - val_loss: 36452.4294 - val_mean_absolute_error: 170.6971 Epoch 996/5000 148/148 [==============================] - 0s 155us/step - loss: 17376.9263 - mean_absolute_error: 107.1504 - val_loss: 36428.0689 - val_mean_absolute_error: 170.6312 Epoch 997/5000 148/148 [==============================] - 0s 155us/step - loss: 17361.8096 - mean_absolute_error: 107.0466 - val_loss: 36404.0142 - val_mean_absolute_error: 170.5658 Epoch 998/5000 148/148 [==============================] - 0s 297us/step - loss: 17351.5708 - mean_absolute_error: 107.0112 - val_loss: 36375.2691 - val_mean_absolute_error: 170.4871 Epoch 999/5000 148/148 [==============================] - 0s 216us/step - loss: 17333.4230 - mean_absolute_error: 106.9746 - val_loss: 36350.9659 - val_mean_absolute_error: 170.4211 Epoch 1000/5000 148/148 [==============================] - 0s 196us/step - loss: 17322.2109 - mean_absolute_error: 106.9099 - val_loss: 36322.7906 - val_mean_absolute_error: 170.3458 Epoch 1001/5000 148/148 [==============================] - 0s 149us/step - loss: 17306.6000 - mean_absolute_error: 106.9003 - val_loss: 36295.6692 - val_mean_absolute_error: 170.2729 Epoch 1002/5000 148/148 [==============================] - 0s 155us/step - loss: 17291.6110 - mean_absolute_error: 106.8301 - val_loss: 36279.1781 - val_mean_absolute_error: 170.2269 Epoch 1003/5000 148/148 [==============================] - 0s 135us/step - loss: 17282.6428 - mean_absolute_error: 106.7760 - val_loss: 36250.1072 - val_mean_absolute_error: 170.1490 Epoch 1004/5000 148/148 [==============================] - 0s 155us/step - loss: 17265.0222 - mean_absolute_error: 106.7353 - val_loss: 36224.3900 - val_mean_absolute_error: 170.0801 Epoch 1005/5000 148/148 [==============================] - 0s 176us/step - loss: 17251.5496 - mean_absolute_error: 106.6854 - val_loss: 36201.9503 - val_mean_absolute_error: 170.0194 Epoch 1006/5000 148/148 [==============================] - 0s 230us/step - loss: 17241.7561 - mean_absolute_error: 106.6408 - val_loss: 36176.1798 - val_mean_absolute_error: 169.9494 Epoch 1007/5000 148/148 [==============================] - 0s 169us/step - loss: 17227.9349 - mean_absolute_error: 106.6309 - val_loss: 36150.1202 - val_mean_absolute_error: 169.8793 Epoch 1008/5000 148/148 [==============================] - 0s 135us/step - loss: 17217.3991 - mean_absolute_error: 106.5689 - val_loss: 36124.9287 - val_mean_absolute_error: 169.8110 Epoch 1009/5000 148/148 [==============================] - 0s 135us/step - loss: 17200.4272 - mean_absolute_error: 106.5500 - val_loss: 36097.3078 - val_mean_absolute_error: 169.7366 Epoch 1010/5000 148/148 [==============================] - 0s 122us/step - loss: 17184.3431 - mean_absolute_error: 106.5000 - val_loss: 36068.4587 - val_mean_absolute_error: 169.6581 Epoch 1011/5000 148/148 [==============================] - 0s 135us/step - loss: 17171.0976 - mean_absolute_error: 106.4455 - val_loss: 36040.4709 - val_mean_absolute_error: 169.5839 Epoch 1012/5000 148/148 [==============================] - 0s 128us/step - loss: 17153.6535 - mean_absolute_error: 106.3796 - val_loss: 36013.2028 - val_mean_absolute_error: 169.5111 Epoch 1013/5000 148/148 [==============================] - 0s 135us/step - loss: 17140.7036 - mean_absolute_error: 106.3671 - val_loss: 35987.3797 - val_mean_absolute_error: 169.4428 Epoch 1014/5000 148/148 [==============================] - 0s 149us/step - loss: 17125.9911 - mean_absolute_error: 106.3027 - val_loss: 35963.3122 - val_mean_absolute_error: 169.3790 Epoch 1015/5000 148/148 [==============================] - 0s 203us/step - loss: 17112.3140 - mean_absolute_error: 106.3433 - val_loss: 35935.3313 - val_mean_absolute_error: 169.3046 Epoch 1016/5000 148/148 [==============================] - 0s 176us/step - loss: 17097.8114 - mean_absolute_error: 106.2602 - val_loss: 35916.2670 - val_mean_absolute_error: 169.2520 Epoch 1017/5000 148/148 [==============================] - 0s 128us/step - loss: 17087.2866 - mean_absolute_error: 106.2233 - val_loss: 35888.7841 - val_mean_absolute_error: 169.1788 Epoch 1018/5000 148/148 [==============================] - 0s 115us/step - loss: 17071.8102 - mean_absolute_error: 106.1672 - val_loss: 35862.6548 - val_mean_absolute_error: 169.1087 Epoch 1019/5000 148/148 [==============================] - 0s 142us/step - loss: 17058.9684 - mean_absolute_error: 106.1490 - val_loss: 35834.1361 - val_mean_absolute_error: 169.0327 Epoch 1020/5000 148/148 [==============================] - 0s 115us/step - loss: 17042.2960 - mean_absolute_error: 106.0835 - val_loss: 35807.7283 - val_mean_absolute_error: 168.9622 Epoch 1021/5000 148/148 [==============================] - 0s 142us/step - loss: 17029.7957 - mean_absolute_error: 106.0666 - val_loss: 35783.8169 - val_mean_absolute_error: 168.8989 Epoch 1022/5000 148/148 [==============================] - 0s 236us/step - loss: 17017.1557 - mean_absolute_error: 106.0311 - val_loss: 35755.5263 - val_mean_absolute_error: 168.8233 Epoch 1023/5000 148/148 [==============================] - 0s 149us/step - loss: 17003.8592 - mean_absolute_error: 106.0042 - val_loss: 35729.4314 - val_mean_absolute_error: 168.7528 Epoch 1024/5000 148/148 [==============================] - 0s 257us/step - loss: 16989.3929 - mean_absolute_error: 105.9143 - val_loss: 35707.4100 - val_mean_absolute_error: 168.6936 Epoch 1025/5000 148/148 [==============================] - 0s 108us/step - loss: 16976.3524 - mean_absolute_error: 105.8891 - val_loss: 35682.9091 - val_mean_absolute_error: 168.6288 Epoch 1026/5000 148/148 [==============================] - 0s 149us/step - loss: 16967.7622 - mean_absolute_error: 105.8583 - val_loss: 35660.7856 - val_mean_absolute_error: 168.5694 Epoch 1027/5000 148/148 [==============================] - 0s 135us/step - loss: 16949.6423 - mean_absolute_error: 105.8695 - val_loss: 35633.7262 - val_mean_absolute_error: 168.4977 Epoch 1028/5000 148/148 [==============================] - 0s 122us/step - loss: 16934.8671 - mean_absolute_error: 105.8499 - val_loss: 35605.7173 - val_mean_absolute_error: 168.4227 Epoch 1029/5000 148/148 [==============================] - 0s 128us/step - loss: 16921.0364 - mean_absolute_error: 105.7654 - val_loss: 35580.6248 - val_mean_absolute_error: 168.3557 Epoch 1030/5000 148/148 [==============================] - 0s 122us/step - loss: 16905.0510 - mean_absolute_error: 105.7455 - val_loss: 35554.0314 - val_mean_absolute_error: 168.2844 Epoch 1031/5000 148/148 [==============================] - 0s 135us/step - loss: 16893.3133 - mean_absolute_error: 105.7193 - val_loss: 35528.0106 - val_mean_absolute_error: 168.2143 Epoch 1032/5000 148/148 [==============================] - 0s 155us/step - loss: 16878.4492 - mean_absolute_error: 105.6665 - val_loss: 35503.2462 - val_mean_absolute_error: 168.1484 Epoch 1033/5000 148/148 [==============================] - 0s 128us/step - loss: 16865.9277 - mean_absolute_error: 105.6499 - val_loss: 35477.3078 - val_mean_absolute_error: 168.0790 Epoch 1034/5000 148/148 [==============================] - 0s 142us/step - loss: 16855.8976 - mean_absolute_error: 105.5878 - val_loss: 35448.1903 - val_mean_absolute_error: 168.0014 Epoch 1035/5000 148/148 [==============================] - 0s 122us/step - loss: 16837.0793 - mean_absolute_error: 105.5914 - val_loss: 35426.2783 - val_mean_absolute_error: 167.9425 Epoch 1036/5000 148/148 [==============================] - 0s 128us/step - loss: 16823.2072 - mean_absolute_error: 105.5520 - val_loss: 35398.9697 - val_mean_absolute_error: 167.8696 Epoch 1037/5000 148/148 [==============================] - 0s 122us/step - loss: 16809.0527 - mean_absolute_error: 105.5169 - val_loss: 35372.5570 - val_mean_absolute_error: 167.7986 Epoch 1038/5000 148/148 [==============================] - 0s 115us/step - loss: 16797.0995 - mean_absolute_error: 105.4863 - val_loss: 35346.4069 - val_mean_absolute_error: 167.7279 Epoch 1039/5000 148/148 [==============================] - 0s 128us/step - loss: 16784.2484 - mean_absolute_error: 105.4229 - val_loss: 35320.7008 - val_mean_absolute_error: 167.6583 Epoch 1040/5000 148/148 [==============================] - 0s 189us/step - loss: 16768.2238 - mean_absolute_error: 105.4000 - val_loss: 35303.4686 - val_mean_absolute_error: 167.6119 Epoch 1041/5000 148/148 [==============================] - 0s 135us/step - loss: 16759.7835 - mean_absolute_error: 105.3773 - val_loss: 35279.9902 - val_mean_absolute_error: 167.5476 Epoch 1042/5000 148/148 [==============================] - 0s 142us/step - loss: 16745.8793 - mean_absolute_error: 105.3065 - val_loss: 35251.0163 - val_mean_absolute_error: 167.4692 Epoch 1043/5000 148/148 [==============================] - 0s 122us/step - loss: 16732.9656 - mean_absolute_error: 105.2651 - val_loss: 35222.7916 - val_mean_absolute_error: 167.3931 Epoch 1044/5000 148/148 [==============================] - 0s 115us/step - loss: 16719.9146 - mean_absolute_error: 105.2372 - val_loss: 35202.5236 - val_mean_absolute_error: 167.3379 Epoch 1045/5000 148/148 [==============================] - 0s 122us/step - loss: 16706.1388 - mean_absolute_error: 105.1980 - val_loss: 35176.6830 - val_mean_absolute_error: 167.2679 Epoch 1046/5000 148/148 [==============================] - 0s 108us/step - loss: 16695.3711 - mean_absolute_error: 105.1711 - val_loss: 35158.1155 - val_mean_absolute_error: 167.2168 Epoch 1047/5000 148/148 [==============================] - 0s 128us/step - loss: 16682.9181 - mean_absolute_error: 105.1043 - val_loss: 35140.1828 - val_mean_absolute_error: 167.1674 Epoch 1048/5000 148/148 [==============================] - 0s 115us/step - loss: 16676.6493 - mean_absolute_error: 105.1153 - val_loss: 35112.8872 - val_mean_absolute_error: 167.0934 Epoch 1049/5000 148/148 [==============================] - 0s 122us/step - loss: 16660.3187 - mean_absolute_error: 105.0542 - val_loss: 35089.9919 - val_mean_absolute_error: 167.0311 Epoch 1050/5000 148/148 [==============================] - 0s 128us/step - loss: 16644.9829 - mean_absolute_error: 104.9738 - val_loss: 35066.9297 - val_mean_absolute_error: 166.9673 Epoch 1051/5000 148/148 [==============================] - 0s 108us/step - loss: 16633.4572 - mean_absolute_error: 104.9047 - val_loss: 35040.0302 - val_mean_absolute_error: 166.8945 Epoch 1052/5000 148/148 [==============================] - 0s 149us/step - loss: 16617.4212 - mean_absolute_error: 104.8566 - val_loss: 35017.0100 - val_mean_absolute_error: 166.8321 Epoch 1053/5000 148/148 [==============================] - 0s 122us/step - loss: 16605.9805 - mean_absolute_error: 104.8358 - val_loss: 34989.5706 - val_mean_absolute_error: 166.7576 Epoch 1054/5000 148/148 [==============================] - 0s 128us/step - loss: 16593.9676 - mean_absolute_error: 104.7771 - val_loss: 34967.3898 - val_mean_absolute_error: 166.6966 Epoch 1055/5000 148/148 [==============================] - 0s 108us/step - loss: 16579.8827 - mean_absolute_error: 104.7014 - val_loss: 34940.1866 - val_mean_absolute_error: 166.6241 Epoch 1056/5000 148/148 [==============================] - 0s 122us/step - loss: 16564.1289 - mean_absolute_error: 104.6658 - val_loss: 34922.6489 - val_mean_absolute_error: 166.5758 Epoch 1057/5000 148/148 [==============================] - 0s 128us/step - loss: 16555.6025 - mean_absolute_error: 104.6190 - val_loss: 34904.9481 - val_mean_absolute_error: 166.5273 Epoch 1058/5000 148/148 [==============================] - 0s 135us/step - loss: 16542.2914 - mean_absolute_error: 104.5476 - val_loss: 34878.6741 - val_mean_absolute_error: 166.4564 Epoch 1059/5000 148/148 [==============================] - 0s 108us/step - loss: 16531.1507 - mean_absolute_error: 104.5358 - val_loss: 34852.6964 - val_mean_absolute_error: 166.3877 Epoch 1060/5000 148/148 [==============================] - 0s 101us/step - loss: 16518.1808 - mean_absolute_error: 104.4946 - val_loss: 34826.0811 - val_mean_absolute_error: 166.3166 Epoch 1061/5000 148/148 [==============================] - 0s 122us/step - loss: 16505.1943 - mean_absolute_error: 104.4263 - val_loss: 34797.7647 - val_mean_absolute_error: 166.2417 Epoch 1062/5000 148/148 [==============================] - 0s 108us/step - loss: 16486.2380 - mean_absolute_error: 104.4415 - val_loss: 34771.8470 - val_mean_absolute_error: 166.1725 Epoch 1063/5000 148/148 [==============================] - 0s 108us/step - loss: 16474.7914 - mean_absolute_error: 104.3956 - val_loss: 34748.8136 - val_mean_absolute_error: 166.1106 Epoch 1064/5000 148/148 [==============================] - 0s 108us/step - loss: 16463.0052 - mean_absolute_error: 104.3615 - val_loss: 34723.1619 - val_mean_absolute_error: 166.0418 Epoch 1065/5000 148/148 [==============================] - 0s 122us/step - loss: 16448.1831 - mean_absolute_error: 104.3316 - val_loss: 34695.1937 - val_mean_absolute_error: 165.9670 Epoch 1066/5000 148/148 [==============================] - 0s 122us/step - loss: 16433.2165 - mean_absolute_error: 104.2730 - val_loss: 34671.1141 - val_mean_absolute_error: 165.9023 Epoch 1067/5000 148/148 [==============================] - 0s 122us/step - loss: 16423.3405 - mean_absolute_error: 104.2608 - val_loss: 34650.6145 - val_mean_absolute_error: 165.8463 Epoch 1068/5000 148/148 [==============================] - 0s 128us/step - loss: 16410.8157 - mean_absolute_error: 104.1822 - val_loss: 34622.3997 - val_mean_absolute_error: 165.7709 Epoch 1069/5000 148/148 [==============================] - 0s 135us/step - loss: 16396.4624 - mean_absolute_error: 104.1873 - val_loss: 34599.7164 - val_mean_absolute_error: 165.7107 Epoch 1070/5000 148/148 [==============================] - 0s 122us/step - loss: 16384.1094 - mean_absolute_error: 104.1834 - val_loss: 34579.9088 - val_mean_absolute_error: 165.6570 Epoch 1071/5000 148/148 [==============================] - 0s 135us/step - loss: 16372.8606 - mean_absolute_error: 104.1326 - val_loss: 34555.0144 - val_mean_absolute_error: 165.5896 Epoch 1072/5000 148/148 [==============================] - 0s 115us/step - loss: 16362.4751 - mean_absolute_error: 104.1052 - val_loss: 34531.7408 - val_mean_absolute_error: 165.5267 Epoch 1073/5000 148/148 [==============================] - 0s 115us/step - loss: 16350.5156 - mean_absolute_error: 104.0742 - val_loss: 34505.7803 - val_mean_absolute_error: 165.4552 Epoch 1074/5000 148/148 [==============================] - 0s 108us/step - loss: 16334.9163 - mean_absolute_error: 104.0021 - val_loss: 34480.7258 - val_mean_absolute_error: 165.3878 Epoch 1075/5000 148/148 [==============================] - 0s 108us/step - loss: 16322.4625 - mean_absolute_error: 103.9770 - val_loss: 34463.6675 - val_mean_absolute_error: 165.3402 Epoch 1076/5000 148/148 [==============================] - 0s 108us/step - loss: 16311.6341 - mean_absolute_error: 103.9062 - val_loss: 34439.1331 - val_mean_absolute_error: 165.2740 Epoch 1077/5000 148/148 [==============================] - 0s 115us/step - loss: 16299.7462 - mean_absolute_error: 103.8899 - val_loss: 34419.6139 - val_mean_absolute_error: 165.2209 Epoch 1078/5000 148/148 [==============================] - 0s 142us/step - loss: 16288.7157 - mean_absolute_error: 103.8310 - val_loss: 34392.7138 - val_mean_absolute_error: 165.1480 Epoch 1079/5000 148/148 [==============================] - 0s 128us/step - loss: 16275.5274 - mean_absolute_error: 103.7684 - val_loss: 34373.8055 - val_mean_absolute_error: 165.0962 Epoch 1080/5000 148/148 [==============================] - 0s 108us/step - loss: 16264.9584 - mean_absolute_error: 103.7051 - val_loss: 34346.6647 - val_mean_absolute_error: 165.0223 Epoch 1081/5000 148/148 [==============================] - 0s 95us/step - loss: 16249.7406 - mean_absolute_error: 103.6425 - val_loss: 34321.2519 - val_mean_absolute_error: 164.9525 Epoch 1082/5000 148/148 [==============================] - 0s 115us/step - loss: 16237.8980 - mean_absolute_error: 103.5753 - val_loss: 34294.3408 - val_mean_absolute_error: 164.8795 Epoch 1083/5000 148/148 [==============================] - 0s 101us/step - loss: 16223.0274 - mean_absolute_error: 103.5266 - val_loss: 34271.0144 - val_mean_absolute_error: 164.8154 Epoch 1084/5000 148/148 [==============================] - 0s 128us/step - loss: 16209.8508 - mean_absolute_error: 103.5071 - val_loss: 34245.8887 - val_mean_absolute_error: 164.7470 Epoch 1085/5000 148/148 [==============================] - 0s 122us/step - loss: 16197.0911 - mean_absolute_error: 103.4543 - val_loss: 34222.9622 - val_mean_absolute_error: 164.6847 Epoch 1086/5000 148/148 [==============================] - 0s 122us/step - loss: 16183.7837 - mean_absolute_error: 103.4249 - val_loss: 34196.5347 - val_mean_absolute_error: 164.6124 Epoch 1087/5000 148/148 [==============================] - 0s 122us/step - loss: 16171.6309 - mean_absolute_error: 103.4032 - val_loss: 34174.5098 - val_mean_absolute_error: 164.5516 Epoch 1088/5000 148/148 [==============================] - 0s 149us/step - loss: 16162.3620 - mean_absolute_error: 103.3333 - val_loss: 34144.9370 - val_mean_absolute_error: 164.4728 Epoch 1089/5000 148/148 [==============================] - 0s 149us/step - loss: 16144.6469 - mean_absolute_error: 103.2865 - val_loss: 34117.5109 - val_mean_absolute_error: 164.4002 Epoch 1090/5000 148/148 [==============================] - 0s 142us/step - loss: 16129.6302 - mean_absolute_error: 103.3214 - val_loss: 34096.6798 - val_mean_absolute_error: 164.3446 Epoch 1091/5000 148/148 [==============================] - 0s 135us/step - loss: 16118.2442 - mean_absolute_error: 103.2708 - val_loss: 34075.4038 - val_mean_absolute_error: 164.2870 Epoch 1092/5000 148/148 [==============================] - 0s 135us/step - loss: 16107.3348 - mean_absolute_error: 103.2271 - val_loss: 34045.8660 - val_mean_absolute_error: 164.2080 Epoch 1093/5000 148/148 [==============================] - 0s 128us/step - loss: 16094.5778 - mean_absolute_error: 103.1971 - val_loss: 34026.6382 - val_mean_absolute_error: 164.1547 Epoch 1094/5000 148/148 [==============================] - 0s 135us/step - loss: 16082.0390 - mean_absolute_error: 103.1523 - val_loss: 34002.8370 - val_mean_absolute_error: 164.0917 Epoch 1095/5000 148/148 [==============================] - 0s 128us/step - loss: 16068.8713 - mean_absolute_error: 103.1046 - val_loss: 33976.3870 - val_mean_absolute_error: 164.0208 Epoch 1096/5000 148/148 [==============================] - 0s 128us/step - loss: 16059.9414 - mean_absolute_error: 103.0825 - val_loss: 33953.0892 - val_mean_absolute_error: 163.9582 Epoch 1097/5000 148/148 [==============================] - 0s 142us/step - loss: 16044.4126 - mean_absolute_error: 103.0387 - val_loss: 33930.1440 - val_mean_absolute_error: 163.8948 Epoch 1098/5000 148/148 [==============================] - 0s 142us/step - loss: 16031.5836 - mean_absolute_error: 102.9909 - val_loss: 33904.3537 - val_mean_absolute_error: 163.8259 Epoch 1099/5000 148/148 [==============================] - 0s 128us/step - loss: 16022.5104 - mean_absolute_error: 102.9479 - val_loss: 33880.5309 - val_mean_absolute_error: 163.7616 Epoch 1100/5000 148/148 [==============================] - 0s 115us/step - loss: 16008.5269 - mean_absolute_error: 102.9005 - val_loss: 33864.6345 - val_mean_absolute_error: 163.7161 Epoch 1101/5000 148/148 [==============================] - 0s 115us/step - loss: 15998.4110 - mean_absolute_error: 102.8267 - val_loss: 33835.8630 - val_mean_absolute_error: 163.6391 Epoch 1102/5000 148/148 [==============================] - 0s 142us/step - loss: 15981.6283 - mean_absolute_error: 102.8366 - val_loss: 33810.3372 - val_mean_absolute_error: 163.5688 Epoch 1103/5000 148/148 [==============================] - 0s 101us/step - loss: 15969.5242 - mean_absolute_error: 102.8084 - val_loss: 33785.1014 - val_mean_absolute_error: 163.5009 Epoch 1104/5000 148/148 [==============================] - 0s 95us/step - loss: 15957.6483 - mean_absolute_error: 102.7658 - val_loss: 33765.6453 - val_mean_absolute_error: 163.4474 Epoch 1105/5000 148/148 [==============================] - 0s 108us/step - loss: 15945.2671 - mean_absolute_error: 102.6869 - val_loss: 33738.2127 - val_mean_absolute_error: 163.3734 Epoch 1106/5000 148/148 [==============================] - 0s 95us/step - loss: 15935.7054 - mean_absolute_error: 102.6530 - val_loss: 33722.9236 - val_mean_absolute_error: 163.3302 Epoch 1107/5000 148/148 [==============================] - 0s 88us/step - loss: 15922.9922 - mean_absolute_error: 102.5956 - val_loss: 33708.3823 - val_mean_absolute_error: 163.2898 Epoch 1108/5000 148/148 [==============================] - 0s 81us/step - loss: 15914.4042 - mean_absolute_error: 102.5512 - val_loss: 33692.7480 - val_mean_absolute_error: 163.2455 Epoch 1109/5000 148/148 [==============================] - 0s 95us/step - loss: 15905.6075 - mean_absolute_error: 102.4979 - val_loss: 33670.2177 - val_mean_absolute_error: 163.1833 Epoch 1110/5000 148/148 [==============================] - 0s 88us/step - loss: 15894.0629 - mean_absolute_error: 102.4619 - val_loss: 33647.7131 - val_mean_absolute_error: 163.1220 Epoch 1111/5000 148/148 [==============================] - 0s 88us/step - loss: 15884.2880 - mean_absolute_error: 102.4392 - val_loss: 33627.8152 - val_mean_absolute_error: 163.0677 Epoch 1112/5000 148/148 [==============================] - 0s 101us/step - loss: 15870.6192 - mean_absolute_error: 102.3593 - val_loss: 33599.2450 - val_mean_absolute_error: 162.9904 Epoch 1113/5000 148/148 [==============================] - 0s 88us/step - loss: 15861.0260 - mean_absolute_error: 102.3160 - val_loss: 33575.0880 - val_mean_absolute_error: 162.9245 Epoch 1114/5000 148/148 [==============================] - 0s 95us/step - loss: 15844.6416 - mean_absolute_error: 102.2902 - val_loss: 33549.5665 - val_mean_absolute_error: 162.8553 Epoch 1115/5000 148/148 [==============================] - 0s 88us/step - loss: 15830.0316 - mean_absolute_error: 102.2436 - val_loss: 33524.2268 - val_mean_absolute_error: 162.7861 Epoch 1116/5000 148/148 [==============================] - 0s 101us/step - loss: 15819.4623 - mean_absolute_error: 102.2157 - val_loss: 33500.7689 - val_mean_absolute_error: 162.7211 Epoch 1117/5000 148/148 [==============================] - 0s 88us/step - loss: 15809.1805 - mean_absolute_error: 102.2247 - val_loss: 33474.0440 - val_mean_absolute_error: 162.6482 Epoch 1118/5000 148/148 [==============================] - 0s 88us/step - loss: 15794.0366 - mean_absolute_error: 102.1550 - val_loss: 33450.1927 - val_mean_absolute_error: 162.5825 Epoch 1119/5000 148/148 [==============================] - 0s 88us/step - loss: 15783.0748 - mean_absolute_error: 102.0986 - val_loss: 33430.7113 - val_mean_absolute_error: 162.5278 Epoch 1120/5000 148/148 [==============================] - 0s 88us/step - loss: 15769.5460 - mean_absolute_error: 102.0115 - val_loss: 33403.3759 - val_mean_absolute_error: 162.4538 Epoch 1121/5000 148/148 [==============================] - 0s 81us/step - loss: 15754.5864 - mean_absolute_error: 102.0263 - val_loss: 33377.0377 - val_mean_absolute_error: 162.3819 Epoch 1122/5000 148/148 [==============================] - 0s 88us/step - loss: 15741.9229 - mean_absolute_error: 101.9871 - val_loss: 33355.2069 - val_mean_absolute_error: 162.3220 Epoch 1123/5000 148/148 [==============================] - 0s 74us/step - loss: 15730.6234 - mean_absolute_error: 101.9650 - val_loss: 33330.8692 - val_mean_absolute_error: 162.2551 Epoch 1124/5000 148/148 [==============================] - 0s 88us/step - loss: 15718.3157 - mean_absolute_error: 101.8902 - val_loss: 33310.1786 - val_mean_absolute_error: 162.1983 Epoch 1125/5000 148/148 [==============================] - 0s 81us/step - loss: 15707.7254 - mean_absolute_error: 101.8788 - val_loss: 33282.5623 - val_mean_absolute_error: 162.1225 Epoch 1126/5000 148/148 [==============================] - 0s 95us/step - loss: 15694.3955 - mean_absolute_error: 101.8205 - val_loss: 33257.1231 - val_mean_absolute_error: 162.0526 Epoch 1127/5000 148/148 [==============================] - 0s 95us/step - loss: 15681.6801 - mean_absolute_error: 101.7999 - val_loss: 33233.4420 - val_mean_absolute_error: 161.9850 Epoch 1128/5000 148/148 [==============================] - 0s 101us/step - loss: 15668.7107 - mean_absolute_error: 101.7470 - val_loss: 33209.2848 - val_mean_absolute_error: 161.9209 Epoch 1129/5000 148/148 [==============================] - 0s 81us/step - loss: 15655.8619 - mean_absolute_error: 101.7001 - val_loss: 33188.1210 - val_mean_absolute_error: 161.8632 Epoch 1130/5000 148/148 [==============================] - 0s 95us/step - loss: 15646.6987 - mean_absolute_error: 101.7235 - val_loss: 33167.0830 - val_mean_absolute_error: 161.8051 Epoch 1131/5000 148/148 [==============================] - 0s 88us/step - loss: 15635.8195 - mean_absolute_error: 101.6734 - val_loss: 33141.8498 - val_mean_absolute_error: 161.7360 Epoch 1132/5000 148/148 [==============================] - 0s 81us/step - loss: 15620.4669 - mean_absolute_error: 101.6494 - val_loss: 33114.7004 - val_mean_absolute_error: 161.6608 Epoch 1133/5000 148/148 [==============================] - 0s 95us/step - loss: 15609.0214 - mean_absolute_error: 101.6046 - val_loss: 33094.0592 - val_mean_absolute_error: 161.6016 Epoch 1134/5000 148/148 [==============================] - 0s 142us/step - loss: 15594.3087 - mean_absolute_error: 101.5381 - val_loss: 33066.1310 - val_mean_absolute_error: 161.5247 Epoch 1135/5000 148/148 [==============================] - 0s 101us/step - loss: 15579.4687 - mean_absolute_error: 101.5080 - val_loss: 33040.2766 - val_mean_absolute_error: 161.4532 Epoch 1136/5000 148/148 [==============================] - 0s 142us/step - loss: 15568.9370 - mean_absolute_error: 101.4816 - val_loss: 33020.3501 - val_mean_absolute_error: 161.4000 Epoch 1137/5000 148/148 [==============================] - 0s 162us/step - loss: 15561.4058 - mean_absolute_error: 101.4459 - val_loss: 32995.5837 - val_mean_absolute_error: 161.3317 Epoch 1138/5000 148/148 [==============================] - 0s 122us/step - loss: 15544.6641 - mean_absolute_error: 101.3704 - val_loss: 32972.2219 - val_mean_absolute_error: 161.2664 Epoch 1139/5000 148/148 [==============================] - 0s 135us/step - loss: 15533.9155 - mean_absolute_error: 101.3399 - val_loss: 32948.9921 - val_mean_absolute_error: 161.2025 Epoch 1140/5000 148/148 [==============================] - 0s 128us/step - loss: 15518.6443 - mean_absolute_error: 101.3344 - val_loss: 32929.6945 - val_mean_absolute_error: 161.1485 Epoch 1141/5000 148/148 [==============================] - 0s 135us/step - loss: 15511.0661 - mean_absolute_error: 101.2888 - val_loss: 32908.1629 - val_mean_absolute_error: 161.0891 Epoch 1142/5000 148/148 [==============================] - 0s 155us/step - loss: 15497.1932 - mean_absolute_error: 101.2232 - val_loss: 32881.4197 - val_mean_absolute_error: 161.0143 Epoch 1143/5000 148/148 [==============================] - 0s 122us/step - loss: 15485.0973 - mean_absolute_error: 101.1717 - val_loss: 32857.3120 - val_mean_absolute_error: 160.9471 Epoch 1144/5000 148/148 [==============================] - 0s 128us/step - loss: 15473.4063 - mean_absolute_error: 101.1258 - val_loss: 32830.3530 - val_mean_absolute_error: 160.8722 Epoch 1145/5000 148/148 [==============================] - 0s 142us/step - loss: 15461.1231 - mean_absolute_error: 101.0767 - val_loss: 32810.3969 - val_mean_absolute_error: 160.8145 Epoch 1146/5000 148/148 [==============================] - 0s 108us/step - loss: 15448.6282 - mean_absolute_error: 101.0140 - val_loss: 32784.2366 - val_mean_absolute_error: 160.7420 Epoch 1147/5000 148/148 [==============================] - 0s 101us/step - loss: 15437.0569 - mean_absolute_error: 100.9840 - val_loss: 32765.9158 - val_mean_absolute_error: 160.6907 Epoch 1148/5000 148/148 [==============================] - 0s 101us/step - loss: 15424.0897 - mean_absolute_error: 100.9946 - val_loss: 32741.8330 - val_mean_absolute_error: 160.6223 Epoch 1149/5000 148/148 [==============================] - 0s 122us/step - loss: 15413.0158 - mean_absolute_error: 100.9249 - val_loss: 32713.6105 - val_mean_absolute_error: 160.5442 Epoch 1150/5000 148/148 [==============================] - 0s 108us/step - loss: 15400.0679 - mean_absolute_error: 100.8879 - val_loss: 32687.1100 - val_mean_absolute_error: 160.4710 Epoch 1151/5000 148/148 [==============================] - 0s 128us/step - loss: 15384.7841 - mean_absolute_error: 100.8896 - val_loss: 32669.2063 - val_mean_absolute_error: 160.4211 Epoch 1152/5000 148/148 [==============================] - 0s 128us/step - loss: 15376.0835 - mean_absolute_error: 100.8599 - val_loss: 32648.2817 - val_mean_absolute_error: 160.3617 Epoch 1153/5000 148/148 [==============================] - 0s 101us/step - loss: 15364.9297 - mean_absolute_error: 100.8052 - val_loss: 32625.3504 - val_mean_absolute_error: 160.2971 Epoch 1154/5000 148/148 [==============================] - 0s 115us/step - loss: 15352.4860 - mean_absolute_error: 100.7668 - val_loss: 32602.6895 - val_mean_absolute_error: 160.2340 Epoch 1155/5000 148/148 [==============================] - 0s 122us/step - loss: 15340.6743 - mean_absolute_error: 100.7348 - val_loss: 32577.8702 - val_mean_absolute_error: 160.1647 Epoch 1156/5000 148/148 [==============================] - 0s 101us/step - loss: 15329.2577 - mean_absolute_error: 100.7008 - val_loss: 32551.2209 - val_mean_absolute_error: 160.0901 Epoch 1157/5000 148/148 [==============================] - 0s 101us/step - loss: 15316.1276 - mean_absolute_error: 100.6557 - val_loss: 32531.7164 - val_mean_absolute_error: 160.0326 Epoch 1158/5000 148/148 [==============================] - 0s 108us/step - loss: 15305.8588 - mean_absolute_error: 100.6159 - val_loss: 32509.8559 - val_mean_absolute_error: 159.9722 Epoch 1159/5000 148/148 [==============================] - 0s 101us/step - loss: 15295.2546 - mean_absolute_error: 100.6213 - val_loss: 32489.1580 - val_mean_absolute_error: 159.9142 Epoch 1160/5000 148/148 [==============================] - 0s 108us/step - loss: 15283.0057 - mean_absolute_error: 100.5699 - val_loss: 32462.8717 - val_mean_absolute_error: 159.8405 Epoch 1161/5000 148/148 [==============================] - 0s 88us/step - loss: 15272.1713 - mean_absolute_error: 100.5406 - val_loss: 32438.6432 - val_mean_absolute_error: 159.7724 Epoch 1162/5000 148/148 [==============================] - 0s 88us/step - loss: 15260.6583 - mean_absolute_error: 100.4963 - val_loss: 32418.3620 - val_mean_absolute_error: 159.7161 Epoch 1163/5000 148/148 [==============================] - 0s 81us/step - loss: 15248.1431 - mean_absolute_error: 100.4647 - val_loss: 32400.4088 - val_mean_absolute_error: 159.6657 Epoch 1164/5000 148/148 [==============================] - 0s 101us/step - loss: 15240.5504 - mean_absolute_error: 100.4421 - val_loss: 32377.0709 - val_mean_absolute_error: 159.6010 Epoch 1165/5000 148/148 [==============================] - 0s 81us/step - loss: 15227.8332 - mean_absolute_error: 100.4242 - val_loss: 32355.8063 - val_mean_absolute_error: 159.5402 Epoch 1166/5000 148/148 [==============================] - 0s 95us/step - loss: 15213.7264 - mean_absolute_error: 100.3446 - val_loss: 32331.1805 - val_mean_absolute_error: 159.4727 Epoch 1167/5000 148/148 [==============================] - 0s 88us/step - loss: 15200.0983 - mean_absolute_error: 100.3537 - val_loss: 32307.9680 - val_mean_absolute_error: 159.4077 Epoch 1168/5000 148/148 [==============================] - 0s 81us/step - loss: 15188.5239 - mean_absolute_error: 100.3135 - val_loss: 32284.9027 - val_mean_absolute_error: 159.3429 Epoch 1169/5000 148/148 [==============================] - 0s 101us/step - loss: 15177.2357 - mean_absolute_error: 100.2711 - val_loss: 32258.4958 - val_mean_absolute_error: 159.2705 Epoch 1170/5000 148/148 [==============================] - 0s 88us/step - loss: 15165.7961 - mean_absolute_error: 100.2515 - val_loss: 32235.1795 - val_mean_absolute_error: 159.2059 Epoch 1171/5000 148/148 [==============================] - 0s 88us/step - loss: 15154.1052 - mean_absolute_error: 100.1731 - val_loss: 32212.5045 - val_mean_absolute_error: 159.1430 Epoch 1172/5000 148/148 [==============================] - 0s 88us/step - loss: 15140.5956 - mean_absolute_error: 100.1410 - val_loss: 32190.7786 - val_mean_absolute_error: 159.0845 Epoch 1173/5000 148/148 [==============================] - 0s 88us/step - loss: 15132.0223 - mean_absolute_error: 100.0966 - val_loss: 32163.9175 - val_mean_absolute_error: 159.0100 Epoch 1174/5000 148/148 [==============================] - 0s 81us/step - loss: 15116.9513 - mean_absolute_error: 100.0682 - val_loss: 32146.3382 - val_mean_absolute_error: 158.9607 Epoch 1175/5000 148/148 [==============================] - 0s 88us/step - loss: 15108.5615 - mean_absolute_error: 100.0135 - val_loss: 32126.1757 - val_mean_absolute_error: 158.9039 Epoch 1176/5000 148/148 [==============================] - 0s 95us/step - loss: 15096.3021 - mean_absolute_error: 100.0007 - val_loss: 32101.0378 - val_mean_absolute_error: 158.8332 Epoch 1177/5000 148/148 [==============================] - 0s 95us/step - loss: 15085.1619 - mean_absolute_error: 99.9279 - val_loss: 32077.8977 - val_mean_absolute_error: 158.7688 Epoch 1178/5000 148/148 [==============================] - 0s 74us/step - loss: 15072.6150 - mean_absolute_error: 99.8808 - val_loss: 32054.5659 - val_mean_absolute_error: 158.7034 Epoch 1179/5000 148/148 [==============================] - 0s 68us/step - loss: 15061.1388 - mean_absolute_error: 99.7957 - val_loss: 32028.3255 - val_mean_absolute_error: 158.6297 Epoch 1180/5000 148/148 [==============================] - 0s 61us/step - loss: 15048.3167 - mean_absolute_error: 99.7594 - val_loss: 32005.1843 - val_mean_absolute_error: 158.5651 Epoch 1181/5000 148/148 [==============================] - 0s 61us/step - loss: 15032.5904 - mean_absolute_error: 99.7674 - val_loss: 31987.6163 - val_mean_absolute_error: 158.5153 Epoch 1182/5000 148/148 [==============================] - 0s 74us/step - loss: 15022.8133 - mean_absolute_error: 99.7119 - val_loss: 31967.9457 - val_mean_absolute_error: 158.4599 Epoch 1183/5000 148/148 [==============================] - 0s 68us/step - loss: 15013.1621 - mean_absolute_error: 99.6827 - val_loss: 31946.8873 - val_mean_absolute_error: 158.3991 Epoch 1184/5000 148/148 [==============================] - 0s 68us/step - loss: 15000.6402 - mean_absolute_error: 99.6134 - val_loss: 31920.0052 - val_mean_absolute_error: 158.3253 Epoch 1185/5000 148/148 [==============================] - 0s 68us/step - loss: 14987.0987 - mean_absolute_error: 99.5813 - val_loss: 31893.5080 - val_mean_absolute_error: 158.2508 Epoch 1186/5000 148/148 [==============================] - 0s 68us/step - loss: 14975.7965 - mean_absolute_error: 99.5442 - val_loss: 31869.5888 - val_mean_absolute_error: 158.1843 Epoch 1187/5000 148/148 [==============================] - 0s 74us/step - loss: 14964.8164 - mean_absolute_error: 99.5063 - val_loss: 31847.7296 - val_mean_absolute_error: 158.1233 Epoch 1188/5000 148/148 [==============================] - 0s 68us/step - loss: 14956.3033 - mean_absolute_error: 99.4844 - val_loss: 31826.8026 - val_mean_absolute_error: 158.0644 Epoch 1189/5000 148/148 [==============================] - 0s 68us/step - loss: 14944.3104 - mean_absolute_error: 99.4349 - val_loss: 31805.5615 - val_mean_absolute_error: 158.0040 Epoch 1190/5000 148/148 [==============================] - 0s 68us/step - loss: 14930.4442 - mean_absolute_error: 99.3497 - val_loss: 31781.7535 - val_mean_absolute_error: 157.9371 Epoch 1191/5000 148/148 [==============================] - 0s 61us/step - loss: 14919.5053 - mean_absolute_error: 99.3188 - val_loss: 31762.9182 - val_mean_absolute_error: 157.8816 Epoch 1192/5000 148/148 [==============================] - 0s 74us/step - loss: 14907.5526 - mean_absolute_error: 99.2740 - val_loss: 31737.0890 - val_mean_absolute_error: 157.8092 Epoch 1193/5000 148/148 [==============================] - 0s 68us/step - loss: 14896.7607 - mean_absolute_error: 99.2304 - val_loss: 31721.6500 - val_mean_absolute_error: 157.7647 Epoch 1194/5000 148/148 [==============================] - 0s 68us/step - loss: 14885.3095 - mean_absolute_error: 99.1537 - val_loss: 31700.0081 - val_mean_absolute_error: 157.7033 Epoch 1195/5000 148/148 [==============================] - 0s 61us/step - loss: 14875.1620 - mean_absolute_error: 99.1319 - val_loss: 31675.9015 - val_mean_absolute_error: 157.6334 Epoch 1196/5000 148/148 [==============================] - 0s 68us/step - loss: 14864.6448 - mean_absolute_error: 99.0480 - val_loss: 31655.1609 - val_mean_absolute_error: 157.5739 Epoch 1197/5000 148/148 [==============================] - 0s 68us/step - loss: 14854.2367 - mean_absolute_error: 98.9719 - val_loss: 31629.7493 - val_mean_absolute_error: 157.5007 Epoch 1198/5000 148/148 [==============================] - 0s 68us/step - loss: 14839.5689 - mean_absolute_error: 98.9524 - val_loss: 31612.9766 - val_mean_absolute_error: 157.4517 Epoch 1199/5000 148/148 [==============================] - 0s 74us/step - loss: 14830.2903 - mean_absolute_error: 98.8911 - val_loss: 31589.9512 - val_mean_absolute_error: 157.3868 Epoch 1200/5000 148/148 [==============================] - 0s 74us/step - loss: 14817.5647 - mean_absolute_error: 98.8364 - val_loss: 31566.6396 - val_mean_absolute_error: 157.3204 Epoch 1201/5000 148/148 [==============================] - 0s 61us/step - loss: 14806.7650 - mean_absolute_error: 98.7770 - val_loss: 31545.5384 - val_mean_absolute_error: 157.2605 Epoch 1202/5000 148/148 [==============================] - 0s 61us/step - loss: 14794.8250 - mean_absolute_error: 98.7450 - val_loss: 31520.5052 - val_mean_absolute_error: 157.1917 Epoch 1203/5000 148/148 [==============================] - 0s 81us/step - loss: 14784.5043 - mean_absolute_error: 98.6838 - val_loss: 31497.4092 - val_mean_absolute_error: 157.1280 Epoch 1204/5000 148/148 [==============================] - 0s 68us/step - loss: 14771.4328 - mean_absolute_error: 98.6795 - val_loss: 31474.3006 - val_mean_absolute_error: 157.0641 Epoch 1205/5000 148/148 [==============================] - 0s 68us/step - loss: 14757.4579 - mean_absolute_error: 98.6545 - val_loss: 31452.6453 - val_mean_absolute_error: 157.0038 Epoch 1206/5000 148/148 [==============================] - 0s 74us/step - loss: 14746.1153 - mean_absolute_error: 98.6326 - val_loss: 31429.2955 - val_mean_absolute_error: 156.9392 Epoch 1207/5000 148/148 [==============================] - 0s 68us/step - loss: 14735.8309 - mean_absolute_error: 98.5871 - val_loss: 31409.9599 - val_mean_absolute_error: 156.8849 Epoch 1208/5000 148/148 [==============================] - 0s 61us/step - loss: 14726.4228 - mean_absolute_error: 98.5872 - val_loss: 31387.4588 - val_mean_absolute_error: 156.8210 Epoch 1209/5000 148/148 [==============================] - 0s 68us/step - loss: 14717.7021 - mean_absolute_error: 98.5545 - val_loss: 31366.3471 - val_mean_absolute_error: 156.7614 Epoch 1210/5000 148/148 [==============================] - 0s 68us/step - loss: 14703.5050 - mean_absolute_error: 98.4740 - val_loss: 31351.1060 - val_mean_absolute_error: 156.7179 Epoch 1211/5000 148/148 [==============================] - 0s 68us/step - loss: 14696.9046 - mean_absolute_error: 98.4370 - val_loss: 31331.5436 - val_mean_absolute_error: 156.6602 Epoch 1212/5000 148/148 [==============================] - 0s 68us/step - loss: 14687.4899 - mean_absolute_error: 98.4287 - val_loss: 31304.7337 - val_mean_absolute_error: 156.5856 Epoch 1213/5000 148/148 [==============================] - 0s 68us/step - loss: 14671.5648 - mean_absolute_error: 98.3600 - val_loss: 31280.5054 - val_mean_absolute_error: 156.5184 Epoch 1214/5000 148/148 [==============================] - 0s 68us/step - loss: 14661.8376 - mean_absolute_error: 98.3023 - val_loss: 31257.2252 - val_mean_absolute_error: 156.4537 Epoch 1215/5000 148/148 [==============================] - 0s 74us/step - loss: 14646.5761 - mean_absolute_error: 98.3123 - val_loss: 31240.7378 - val_mean_absolute_error: 156.4077 Epoch 1216/5000 148/148 [==============================] - 0s 68us/step - loss: 14636.6848 - mean_absolute_error: 98.2587 - val_loss: 31221.3284 - val_mean_absolute_error: 156.3554 Epoch 1217/5000 148/148 [==============================] - 0s 68us/step - loss: 14626.8028 - mean_absolute_error: 98.2276 - val_loss: 31196.0016 - val_mean_absolute_error: 156.2872 Epoch 1218/5000 148/148 [==============================] - 0s 68us/step - loss: 14615.3160 - mean_absolute_error: 98.1783 - val_loss: 31169.4273 - val_mean_absolute_error: 156.2164 Epoch 1219/5000 148/148 [==============================] - 0s 88us/step - loss: 14602.5726 - mean_absolute_error: 98.1513 - val_loss: 31149.8874 - val_mean_absolute_error: 156.1633 Epoch 1220/5000 148/148 [==============================] - 0s 61us/step - loss: 14592.3997 - mean_absolute_error: 98.1141 - val_loss: 31125.1981 - val_mean_absolute_error: 156.0972 Epoch 1221/5000 148/148 [==============================] - 0s 74us/step - loss: 14579.0922 - mean_absolute_error: 98.0977 - val_loss: 31102.6012 - val_mean_absolute_error: 156.0357 Epoch 1222/5000 148/148 [==============================] - 0s 68us/step - loss: 14567.8936 - mean_absolute_error: 98.0498 - val_loss: 31083.3702 - val_mean_absolute_error: 155.9828 Epoch 1223/5000 148/148 [==============================] - 0s 74us/step - loss: 14557.8742 - mean_absolute_error: 97.9849 - val_loss: 31059.3671 - val_mean_absolute_error: 155.9169 Epoch 1224/5000 148/148 [==============================] - 0s 74us/step - loss: 14545.4989 - mean_absolute_error: 97.9205 - val_loss: 31032.3851 - val_mean_absolute_error: 155.8437 Epoch 1225/5000 148/148 [==============================] - 0s 68us/step - loss: 14533.2734 - mean_absolute_error: 97.8812 - val_loss: 31009.5430 - val_mean_absolute_error: 155.7816 Epoch 1226/5000 148/148 [==============================] - 0s 68us/step - loss: 14520.6818 - mean_absolute_error: 97.8744 - val_loss: 30983.7651 - val_mean_absolute_error: 155.7119 Epoch 1227/5000 148/148 [==============================] - 0s 68us/step - loss: 14506.8479 - mean_absolute_error: 97.8931 - val_loss: 30960.2258 - val_mean_absolute_error: 155.6495 Epoch 1228/5000 148/148 [==============================] - 0s 74us/step - loss: 14495.6801 - mean_absolute_error: 97.8589 - val_loss: 30941.1305 - val_mean_absolute_error: 155.5974 Epoch 1229/5000 148/148 [==============================] - 0s 61us/step - loss: 14486.8938 - mean_absolute_error: 97.7895 - val_loss: 30928.5400 - val_mean_absolute_error: 155.5608 Epoch 1230/5000 148/148 [==============================] - 0s 74us/step - loss: 14479.8970 - mean_absolute_error: 97.7654 - val_loss: 30907.2109 - val_mean_absolute_error: 155.5027 Epoch 1231/5000 148/148 [==============================] - 0s 74us/step - loss: 14468.3322 - mean_absolute_error: 97.7058 - val_loss: 30889.6972 - val_mean_absolute_error: 155.4553 Epoch 1232/5000 148/148 [==============================] - 0s 68us/step - loss: 14461.7293 - mean_absolute_error: 97.7089 - val_loss: 30868.8527 - val_mean_absolute_error: 155.3986 Epoch 1233/5000 148/148 [==============================] - 0s 61us/step - loss: 14448.2182 - mean_absolute_error: 97.6409 - val_loss: 30841.2180 - val_mean_absolute_error: 155.3241 Epoch 1234/5000 148/148 [==============================] - 0s 74us/step - loss: 14436.1745 - mean_absolute_error: 97.6141 - val_loss: 30822.9710 - val_mean_absolute_error: 155.2734 Epoch 1235/5000 148/148 [==============================] - 0s 74us/step - loss: 14428.6816 - mean_absolute_error: 97.5388 - val_loss: 30799.4415 - val_mean_absolute_error: 155.2094 Epoch 1236/5000 148/148 [==============================] - 0s 61us/step - loss: 14413.5517 - mean_absolute_error: 97.5709 - val_loss: 30776.6273 - val_mean_absolute_error: 155.1473 Epoch 1237/5000 148/148 [==============================] - 0s 74us/step - loss: 14403.6016 - mean_absolute_error: 97.5292 - val_loss: 30753.3030 - val_mean_absolute_error: 155.0840 Epoch 1238/5000 148/148 [==============================] - 0s 61us/step - loss: 14392.0069 - mean_absolute_error: 97.5092 - val_loss: 30732.0995 - val_mean_absolute_error: 155.0258 Epoch 1239/5000 148/148 [==============================] - 0s 61us/step - loss: 14381.2754 - mean_absolute_error: 97.4315 - val_loss: 30713.3962 - val_mean_absolute_error: 154.9719 Epoch 1240/5000 148/148 [==============================] - 0s 68us/step - loss: 14371.4009 - mean_absolute_error: 97.3934 - val_loss: 30694.3045 - val_mean_absolute_error: 154.9195 Epoch 1241/5000 148/148 [==============================] - 0s 68us/step - loss: 14360.3704 - mean_absolute_error: 97.3459 - val_loss: 30671.4280 - val_mean_absolute_error: 154.8577 Epoch 1242/5000 148/148 [==============================] - 0s 68us/step - loss: 14348.0034 - mean_absolute_error: 97.3780 - val_loss: 30647.7458 - val_mean_absolute_error: 154.7928 Epoch 1243/5000 148/148 [==============================] - 0s 61us/step - loss: 14336.5484 - mean_absolute_error: 97.3022 - val_loss: 30629.1650 - val_mean_absolute_error: 154.7412 Epoch 1244/5000 148/148 [==============================] - 0s 68us/step - loss: 14326.3474 - mean_absolute_error: 97.2686 - val_loss: 30607.6598 - val_mean_absolute_error: 154.6824 Epoch 1245/5000 148/148 [==============================] - 0s 74us/step - loss: 14318.7563 - mean_absolute_error: 97.2379 - val_loss: 30582.2585 - val_mean_absolute_error: 154.6118 Epoch 1246/5000 148/148 [==============================] - 0s 68us/step - loss: 14305.3592 - mean_absolute_error: 97.1997 - val_loss: 30557.0311 - val_mean_absolute_error: 154.5430 Epoch 1247/5000 148/148 [==============================] - 0s 68us/step - loss: 14292.7659 - mean_absolute_error: 97.1646 - val_loss: 30537.5887 - val_mean_absolute_error: 154.4892 Epoch 1248/5000 148/148 [==============================] - 0s 68us/step - loss: 14283.0877 - mean_absolute_error: 97.1391 - val_loss: 30516.1348 - val_mean_absolute_error: 154.4293 Epoch 1249/5000 148/148 [==============================] - 0s 68us/step - loss: 14271.6434 - mean_absolute_error: 97.1091 - val_loss: 30502.5421 - val_mean_absolute_error: 154.3909 Epoch 1250/5000 148/148 [==============================] - 0s 74us/step - loss: 14262.5416 - mean_absolute_error: 97.0415 - val_loss: 30483.4137 - val_mean_absolute_error: 154.3377 Epoch 1251/5000 148/148 [==============================] - 0s 74us/step - loss: 14253.7113 - mean_absolute_error: 97.0339 - val_loss: 30458.0641 - val_mean_absolute_error: 154.2679 Epoch 1252/5000 148/148 [==============================] - 0s 74us/step - loss: 14242.7859 - mean_absolute_error: 97.0132 - val_loss: 30437.1776 - val_mean_absolute_error: 154.2099 Epoch 1253/5000 148/148 [==============================] - 0s 74us/step - loss: 14231.3695 - mean_absolute_error: 96.9533 - val_loss: 30412.1406 - val_mean_absolute_error: 154.1411 Epoch 1254/5000 148/148 [==============================] - 0s 74us/step - loss: 14219.3079 - mean_absolute_error: 96.8929 - val_loss: 30387.6367 - val_mean_absolute_error: 154.0722 Epoch 1255/5000 148/148 [==============================] - 0s 68us/step - loss: 14208.4369 - mean_absolute_error: 96.8660 - val_loss: 30368.6473 - val_mean_absolute_error: 154.0190 Epoch 1256/5000 148/148 [==============================] - 0s 61us/step - loss: 14202.8573 - mean_absolute_error: 96.8319 - val_loss: 30348.4533 - val_mean_absolute_error: 153.9619 Epoch 1257/5000 148/148 [==============================] - 0s 68us/step - loss: 14188.4714 - mean_absolute_error: 96.8099 - val_loss: 30334.5238 - val_mean_absolute_error: 153.9223 Epoch 1258/5000 148/148 [==============================] - 0s 61us/step - loss: 14178.4515 - mean_absolute_error: 96.7389 - val_loss: 30316.7149 - val_mean_absolute_error: 153.8732 Epoch 1259/5000 148/148 [==============================] - 0s 68us/step - loss: 14169.0965 - mean_absolute_error: 96.7251 - val_loss: 30294.9466 - val_mean_absolute_error: 153.8135 Epoch 1260/5000 148/148 [==============================] - 0s 61us/step - loss: 14156.5509 - mean_absolute_error: 96.6251 - val_loss: 30280.2327 - val_mean_absolute_error: 153.7722 Epoch 1261/5000 148/148 [==============================] - 0s 61us/step - loss: 14147.6746 - mean_absolute_error: 96.5821 - val_loss: 30258.1084 - val_mean_absolute_error: 153.7118 Epoch 1262/5000 148/148 [==============================] - 0s 74us/step - loss: 14136.6104 - mean_absolute_error: 96.5070 - val_loss: 30234.3745 - val_mean_absolute_error: 153.6471 Epoch 1263/5000 148/148 [==============================] - 0s 68us/step - loss: 14125.6225 - mean_absolute_error: 96.4692 - val_loss: 30210.0552 - val_mean_absolute_error: 153.5806 Epoch 1264/5000 148/148 [==============================] - 0s 74us/step - loss: 14112.6627 - mean_absolute_error: 96.4114 - val_loss: 30190.6301 - val_mean_absolute_error: 153.5265 Epoch 1265/5000 148/148 [==============================] - 0s 61us/step - loss: 14102.0440 - mean_absolute_error: 96.3719 - val_loss: 30168.4070 - val_mean_absolute_error: 153.4646 Epoch 1266/5000 148/148 [==============================] - 0s 74us/step - loss: 14091.5548 - mean_absolute_error: 96.3236 - val_loss: 30155.9188 - val_mean_absolute_error: 153.4303 Epoch 1267/5000 148/148 [==============================] - 0s 68us/step - loss: 14081.6044 - mean_absolute_error: 96.2833 - val_loss: 30134.0090 - val_mean_absolute_error: 153.3703 Epoch 1268/5000 148/148 [==============================] - 0s 74us/step - loss: 14072.0647 - mean_absolute_error: 96.2624 - val_loss: 30113.2485 - val_mean_absolute_error: 153.3133 Epoch 1269/5000 148/148 [==============================] - 0s 61us/step - loss: 14065.0186 - mean_absolute_error: 96.1946 - val_loss: 30089.2370 - val_mean_absolute_error: 153.2486 Epoch 1270/5000 148/148 [==============================] - 0s 74us/step - loss: 14050.6915 - mean_absolute_error: 96.1062 - val_loss: 30068.8220 - val_mean_absolute_error: 153.1920 Epoch 1271/5000 148/148 [==============================] - 0s 74us/step - loss: 14037.3887 - mean_absolute_error: 96.0819 - val_loss: 30042.9973 - val_mean_absolute_error: 153.1218 Epoch 1272/5000 148/148 [==============================] - 0s 68us/step - loss: 14025.9484 - mean_absolute_error: 96.0448 - val_loss: 30020.8737 - val_mean_absolute_error: 153.0615 Epoch 1273/5000 148/148 [==============================] - 0s 68us/step - loss: 14015.3533 - mean_absolute_error: 96.0173 - val_loss: 29999.7598 - val_mean_absolute_error: 153.0034 Epoch 1274/5000 148/148 [==============================] - 0s 68us/step - loss: 14003.9613 - mean_absolute_error: 96.0107 - val_loss: 29978.9977 - val_mean_absolute_error: 152.9458 Epoch 1275/5000 148/148 [==============================] - 0s 68us/step - loss: 13994.3986 - mean_absolute_error: 95.9470 - val_loss: 29958.4698 - val_mean_absolute_error: 152.8888 Epoch 1276/5000 148/148 [==============================] - 0s 74us/step - loss: 13981.8925 - mean_absolute_error: 95.9490 - val_loss: 29941.8389 - val_mean_absolute_error: 152.8404 Epoch 1277/5000 148/148 [==============================] - 0s 74us/step - loss: 13973.2189 - mean_absolute_error: 95.8906 - val_loss: 29916.9611 - val_mean_absolute_error: 152.7719 Epoch 1278/5000 148/148 [==============================] - 0s 68us/step - loss: 13958.1496 - mean_absolute_error: 95.8415 - val_loss: 29894.0313 - val_mean_absolute_error: 152.7087 Epoch 1279/5000 148/148 [==============================] - 0s 74us/step - loss: 13948.6344 - mean_absolute_error: 95.8120 - val_loss: 29874.7233 - val_mean_absolute_error: 152.6545 Epoch 1280/5000 148/148 [==============================] - 0s 61us/step - loss: 13937.8088 - mean_absolute_error: 95.7619 - val_loss: 29851.2883 - val_mean_absolute_error: 152.5895 Epoch 1281/5000 148/148 [==============================] - 0s 68us/step - loss: 13929.5311 - mean_absolute_error: 95.7285 - val_loss: 29828.6912 - val_mean_absolute_error: 152.5269 Epoch 1282/5000 148/148 [==============================] - 0s 68us/step - loss: 13917.0129 - mean_absolute_error: 95.6830 - val_loss: 29803.7102 - val_mean_absolute_error: 152.4578 Epoch 1283/5000 148/148 [==============================] - 0s 68us/step - loss: 13900.2869 - mean_absolute_error: 95.6720 - val_loss: 29782.6930 - val_mean_absolute_error: 152.3997 Epoch 1284/5000 148/148 [==============================] - 0s 68us/step - loss: 13889.3659 - mean_absolute_error: 95.6262 - val_loss: 29760.8600 - val_mean_absolute_error: 152.3393 Epoch 1285/5000 148/148 [==============================] - 0s 68us/step - loss: 13878.9543 - mean_absolute_error: 95.5909 - val_loss: 29737.7941 - val_mean_absolute_error: 152.2749 Epoch 1286/5000 148/148 [==============================] - 0s 68us/step - loss: 13866.3977 - mean_absolute_error: 95.5537 - val_loss: 29718.5186 - val_mean_absolute_error: 152.2204 Epoch 1287/5000 148/148 [==============================] - 0s 68us/step - loss: 13857.0443 - mean_absolute_error: 95.5052 - val_loss: 29699.7547 - val_mean_absolute_error: 152.1676 Epoch 1288/5000 148/148 [==============================] - 0s 61us/step - loss: 13846.8468 - mean_absolute_error: 95.4835 - val_loss: 29683.0405 - val_mean_absolute_error: 152.1197 Epoch 1289/5000 148/148 [==============================] - 0s 74us/step - loss: 13837.7407 - mean_absolute_error: 95.4003 - val_loss: 29668.3795 - val_mean_absolute_error: 152.0780 Epoch 1290/5000 148/148 [==============================] - ETA: 0s - loss: 12536.5000 - mean_absolute_error: 93.10 - 0s 61us/step - loss: 13829.2185 - mean_absolute_error: 95.3546 - val_loss: 29650.3155 - val_mean_absolute_error: 152.0274 Epoch 1291/5000 148/148 [==============================] - 0s 88us/step - loss: 13820.4849 - mean_absolute_error: 95.3459 - val_loss: 29628.8946 - val_mean_absolute_error: 151.9666 Epoch 1292/5000 148/148 [==============================] - 0s 68us/step - loss: 13809.6394 - mean_absolute_error: 95.2712 - val_loss: 29603.6708 - val_mean_absolute_error: 151.8964 Epoch 1293/5000 148/148 [==============================] - 0s 61us/step - loss: 13797.1395 - mean_absolute_error: 95.2194 - val_loss: 29578.8630 - val_mean_absolute_error: 151.8277 Epoch 1294/5000 148/148 [==============================] - 0s 68us/step - loss: 13787.5910 - mean_absolute_error: 95.2302 - val_loss: 29554.6129 - val_mean_absolute_error: 151.7626 Epoch 1295/5000 148/148 [==============================] - 0s 74us/step - loss: 13773.0583 - mean_absolute_error: 95.1593 - val_loss: 29540.4822 - val_mean_absolute_error: 151.7225 Epoch 1296/5000 148/148 [==============================] - 0s 68us/step - loss: 13768.5076 - mean_absolute_error: 95.1489 - val_loss: 29515.6738 - val_mean_absolute_error: 151.6546 Epoch 1297/5000 148/148 [==============================] - 0s 68us/step - loss: 13757.8250 - mean_absolute_error: 95.1117 - val_loss: 29500.9225 - val_mean_absolute_error: 151.6130 Epoch 1298/5000 148/148 [==============================] - 0s 74us/step - loss: 13745.8289 - mean_absolute_error: 95.0192 - val_loss: 29485.4899 - val_mean_absolute_error: 151.5704 Epoch 1299/5000 148/148 [==============================] - 0s 68us/step - loss: 13737.8975 - mean_absolute_error: 95.0081 - val_loss: 29463.2385 - val_mean_absolute_error: 151.5092 Epoch 1300/5000 148/148 [==============================] - 0s 68us/step - loss: 13724.4927 - mean_absolute_error: 94.9612 - val_loss: 29445.5913 - val_mean_absolute_error: 151.4605 Epoch 1301/5000 148/148 [==============================] - 0s 68us/step - loss: 13716.9221 - mean_absolute_error: 94.9206 - val_loss: 29424.9857 - val_mean_absolute_error: 151.4037 Epoch 1302/5000 148/148 [==============================] - 0s 61us/step - loss: 13706.0009 - mean_absolute_error: 94.9068 - val_loss: 29406.0093 - val_mean_absolute_error: 151.3504 Epoch 1303/5000 148/148 [==============================] - 0s 68us/step - loss: 13699.6104 - mean_absolute_error: 94.8782 - val_loss: 29390.0880 - val_mean_absolute_error: 151.3063 Epoch 1304/5000 148/148 [==============================] - 0s 74us/step - loss: 13687.2886 - mean_absolute_error: 94.8011 - val_loss: 29370.9718 - val_mean_absolute_error: 151.2524 Epoch 1305/5000 148/148 [==============================] - 0s 68us/step - loss: 13678.2939 - mean_absolute_error: 94.7584 - val_loss: 29349.7578 - val_mean_absolute_error: 151.1943 Epoch 1306/5000 148/148 [==============================] - 0s 68us/step - loss: 13667.8847 - mean_absolute_error: 94.7210 - val_loss: 29322.1184 - val_mean_absolute_error: 151.1185 Epoch 1307/5000 148/148 [==============================] - 0s 68us/step - loss: 13655.4032 - mean_absolute_error: 94.7179 - val_loss: 29306.8531 - val_mean_absolute_error: 151.0750 Epoch 1308/5000 148/148 [==============================] - 0s 68us/step - loss: 13647.8318 - mean_absolute_error: 94.6539 - val_loss: 29285.0759 - val_mean_absolute_error: 151.0149 Epoch 1309/5000 148/148 [==============================] - 0s 68us/step - loss: 13637.6461 - mean_absolute_error: 94.6376 - val_loss: 29270.0740 - val_mean_absolute_error: 150.9725 Epoch 1310/5000 148/148 [==============================] - 0s 74us/step - loss: 13627.1754 - mean_absolute_error: 94.5667 - val_loss: 29243.2785 - val_mean_absolute_error: 150.8991 Epoch 1311/5000 148/148 [==============================] - 0s 74us/step - loss: 13613.9428 - mean_absolute_error: 94.5098 - val_loss: 29222.8896 - val_mean_absolute_error: 150.8430 Epoch 1312/5000 148/148 [==============================] - 0s 74us/step - loss: 13603.6012 - mean_absolute_error: 94.5002 - val_loss: 29202.6008 - val_mean_absolute_error: 150.7863 Epoch 1313/5000 148/148 [==============================] - 0s 68us/step - loss: 13595.7117 - mean_absolute_error: 94.4265 - val_loss: 29183.7510 - val_mean_absolute_error: 150.7335 Epoch 1314/5000 148/148 [==============================] - 0s 68us/step - loss: 13583.8059 - mean_absolute_error: 94.3864 - val_loss: 29166.8994 - val_mean_absolute_error: 150.6852 Epoch 1315/5000 148/148 [==============================] - 0s 68us/step - loss: 13575.0003 - mean_absolute_error: 94.3466 - val_loss: 29147.1688 - val_mean_absolute_error: 150.6312 Epoch 1316/5000 148/148 [==============================] - 0s 74us/step - loss: 13561.9903 - mean_absolute_error: 94.3676 - val_loss: 29123.7196 - val_mean_absolute_error: 150.5670 Epoch 1317/5000 148/148 [==============================] - 0s 68us/step - loss: 13551.5447 - mean_absolute_error: 94.3418 - val_loss: 29100.4951 - val_mean_absolute_error: 150.5029 Epoch 1318/5000 148/148 [==============================] - 0s 68us/step - loss: 13542.9889 - mean_absolute_error: 94.3181 - val_loss: 29080.1882 - val_mean_absolute_error: 150.4456 Epoch 1319/5000 148/148 [==============================] - 0s 68us/step - loss: 13528.7634 - mean_absolute_error: 94.2620 - val_loss: 29061.9733 - val_mean_absolute_error: 150.3947 Epoch 1320/5000 148/148 [==============================] - 0s 61us/step - loss: 13519.7610 - mean_absolute_error: 94.2251 - val_loss: 29038.1550 - val_mean_absolute_error: 150.3290 Epoch 1321/5000 148/148 [==============================] - 0s 68us/step - loss: 13506.7836 - mean_absolute_error: 94.1956 - val_loss: 29019.3183 - val_mean_absolute_error: 150.2763 Epoch 1322/5000 148/148 [==============================] - 0s 74us/step - loss: 13498.9998 - mean_absolute_error: 94.1578 - val_loss: 29003.7855 - val_mean_absolute_error: 150.2306 Epoch 1323/5000 148/148 [==============================] - 0s 61us/step - loss: 13489.2597 - mean_absolute_error: 94.1606 - val_loss: 28984.4334 - val_mean_absolute_error: 150.1773 Epoch 1324/5000 148/148 [==============================] - 0s 68us/step - loss: 13479.9856 - mean_absolute_error: 94.1186 - val_loss: 28962.4494 - val_mean_absolute_error: 150.1170 Epoch 1325/5000 148/148 [==============================] - 0s 88us/step - loss: 13466.0327 - mean_absolute_error: 94.1103 - val_loss: 28942.5161 - val_mean_absolute_error: 150.0621 Epoch 1326/5000 148/148 [==============================] - 0s 74us/step - loss: 13455.9327 - mean_absolute_error: 94.1202 - val_loss: 28916.1843 - val_mean_absolute_error: 149.9891 Epoch 1327/5000 148/148 [==============================] - 0s 101us/step - loss: 13443.4032 - mean_absolute_error: 94.0885 - val_loss: 28902.5752 - val_mean_absolute_error: 149.9506 Epoch 1328/5000 148/148 [==============================] - 0s 68us/step - loss: 13435.0713 - mean_absolute_error: 94.0579 - val_loss: 28885.7239 - val_mean_absolute_error: 149.9032 Epoch 1329/5000 148/148 [==============================] - 0s 74us/step - loss: 13429.6082 - mean_absolute_error: 94.0296 - val_loss: 28864.1901 - val_mean_absolute_error: 149.8430 Epoch 1330/5000 148/148 [==============================] - 0s 74us/step - loss: 13415.6811 - mean_absolute_error: 93.9837 - val_loss: 28849.1270 - val_mean_absolute_error: 149.8001 Epoch 1331/5000 148/148 [==============================] - 0s 68us/step - loss: 13407.9876 - mean_absolute_error: 93.9395 - val_loss: 28832.9022 - val_mean_absolute_error: 149.7529 Epoch 1332/5000 148/148 [==============================] - 0s 74us/step - loss: 13396.9371 - mean_absolute_error: 93.8887 - val_loss: 28811.3008 - val_mean_absolute_error: 149.6929 Epoch 1333/5000 148/148 [==============================] - 0s 68us/step - loss: 13386.3082 - mean_absolute_error: 93.8599 - val_loss: 28788.5139 - val_mean_absolute_error: 149.6289 Epoch 1334/5000 148/148 [==============================] - 0s 61us/step - loss: 13375.3098 - mean_absolute_error: 93.7836 - val_loss: 28766.7898 - val_mean_absolute_error: 149.5680 Epoch 1335/5000 148/148 [==============================] - 0s 68us/step - loss: 13363.2485 - mean_absolute_error: 93.7328 - val_loss: 28741.7837 - val_mean_absolute_error: 149.4983 Epoch 1336/5000 148/148 [==============================] - 0s 68us/step - loss: 13352.1716 - mean_absolute_error: 93.6911 - val_loss: 28722.7524 - val_mean_absolute_error: 149.4447 Epoch 1337/5000 148/148 [==============================] - 0s 68us/step - loss: 13343.6093 - mean_absolute_error: 93.6619 - val_loss: 28710.8543 - val_mean_absolute_error: 149.4081 Epoch 1338/5000 148/148 [==============================] - 0s 68us/step - loss: 13335.6264 - mean_absolute_error: 93.6560 - val_loss: 28692.3563 - val_mean_absolute_error: 149.3550 Epoch 1339/5000 148/148 [==============================] - 0s 68us/step - loss: 13325.7529 - mean_absolute_error: 93.6176 - val_loss: 28668.5857 - val_mean_absolute_error: 149.2885 Epoch 1340/5000 148/148 [==============================] - 0s 61us/step - loss: 13314.7866 - mean_absolute_error: 93.5300 - val_loss: 28654.6756 - val_mean_absolute_error: 149.2466 Epoch 1341/5000 148/148 [==============================] - 0s 68us/step - loss: 13307.1526 - mean_absolute_error: 93.4810 - val_loss: 28642.4229 - val_mean_absolute_error: 149.2108 Epoch 1342/5000 148/148 [==============================] - 0s 68us/step - loss: 13300.7327 - mean_absolute_error: 93.4535 - val_loss: 28627.4788 - val_mean_absolute_error: 149.1684 Epoch 1343/5000 148/148 [==============================] - 0s 61us/step - loss: 13292.9824 - mean_absolute_error: 93.4211 - val_loss: 28606.7709 - val_mean_absolute_error: 149.1107 Epoch 1344/5000 148/148 [==============================] - 0s 68us/step - loss: 13281.5448 - mean_absolute_error: 93.3917 - val_loss: 28587.6554 - val_mean_absolute_error: 149.0565 Epoch 1345/5000 148/148 [==============================] - 0s 61us/step - loss: 13272.2768 - mean_absolute_error: 93.3479 - val_loss: 28568.7438 - val_mean_absolute_error: 149.0005 Epoch 1346/5000 148/148 [==============================] - 0s 68us/step - loss: 13263.8450 - mean_absolute_error: 93.3163 - val_loss: 28545.8172 - val_mean_absolute_error: 148.9341 Epoch 1347/5000 148/148 [==============================] - 0s 68us/step - loss: 13250.2061 - mean_absolute_error: 93.2590 - val_loss: 28523.1811 - val_mean_absolute_error: 148.8709 Epoch 1348/5000 148/148 [==============================] - 0s 74us/step - loss: 13240.0670 - mean_absolute_error: 93.2588 - val_loss: 28505.2582 - val_mean_absolute_error: 148.8203 Epoch 1349/5000 148/148 [==============================] - 0s 61us/step - loss: 13230.5272 - mean_absolute_error: 93.2181 - val_loss: 28484.4139 - val_mean_absolute_error: 148.7616 Epoch 1350/5000 148/148 [==============================] - 0s 68us/step - loss: 13218.9682 - mean_absolute_error: 93.1917 - val_loss: 28459.5002 - val_mean_absolute_error: 148.6913 Epoch 1351/5000 148/148 [==============================] - 0s 68us/step - loss: 13209.5537 - mean_absolute_error: 93.1353 - val_loss: 28441.6987 - val_mean_absolute_error: 148.6390 Epoch 1352/5000 148/148 [==============================] - 0s 68us/step - loss: 13198.2645 - mean_absolute_error: 93.0786 - val_loss: 28418.4488 - val_mean_absolute_error: 148.5740 Epoch 1353/5000 148/148 [==============================] - 0s 61us/step - loss: 13183.6244 - mean_absolute_error: 93.0819 - val_loss: 28401.1753 - val_mean_absolute_error: 148.5253 Epoch 1354/5000 148/148 [==============================] - 0s 74us/step - loss: 13174.9766 - mean_absolute_error: 93.0791 - val_loss: 28378.5333 - val_mean_absolute_error: 148.4618 Epoch 1355/5000 148/148 [==============================] - 0s 61us/step - loss: 13164.3981 - mean_absolute_error: 93.0550 - val_loss: 28357.2077 - val_mean_absolute_error: 148.4014 Epoch 1356/5000 148/148 [==============================] - 0s 68us/step - loss: 13157.1250 - mean_absolute_error: 93.0092 - val_loss: 28338.8338 - val_mean_absolute_error: 148.3491 Epoch 1357/5000 148/148 [==============================] - 0s 68us/step - loss: 13144.2396 - mean_absolute_error: 92.9764 - val_loss: 28316.1716 - val_mean_absolute_error: 148.2846 Epoch 1358/5000 148/148 [==============================] - 0s 68us/step - loss: 13135.7812 - mean_absolute_error: 92.9709 - val_loss: 28303.5680 - val_mean_absolute_error: 148.2469 Epoch 1359/5000 148/148 [==============================] - 0s 61us/step - loss: 13128.2942 - mean_absolute_error: 92.8808 - val_loss: 28281.5517 - val_mean_absolute_error: 148.1847 Epoch 1360/5000 148/148 [==============================] - 0s 74us/step - loss: 13115.4652 - mean_absolute_error: 92.8481 - val_loss: 28266.4107 - val_mean_absolute_error: 148.1402 Epoch 1361/5000 148/148 [==============================] - 0s 68us/step - loss: 13106.2775 - mean_absolute_error: 92.7928 - val_loss: 28248.6896 - val_mean_absolute_error: 148.0891 Epoch 1362/5000 148/148 [==============================] - 0s 74us/step - loss: 13096.4097 - mean_absolute_error: 92.7504 - val_loss: 28226.3601 - val_mean_absolute_error: 148.0256 Epoch 1363/5000 148/148 [==============================] - 0s 68us/step - loss: 13086.7455 - mean_absolute_error: 92.7473 - val_loss: 28202.5691 - val_mean_absolute_error: 147.9579 Epoch 1364/5000 148/148 [==============================] - 0s 68us/step - loss: 13077.8623 - mean_absolute_error: 92.6827 - val_loss: 28182.4684 - val_mean_absolute_error: 147.9002 Epoch 1365/5000 148/148 [==============================] - 0s 74us/step - loss: 13063.7643 - mean_absolute_error: 92.6597 - val_loss: 28162.4629 - val_mean_absolute_error: 147.8428 Epoch 1366/5000 148/148 [==============================] - 0s 61us/step - loss: 13055.1789 - mean_absolute_error: 92.6474 - val_loss: 28146.5350 - val_mean_absolute_error: 147.7967 Epoch 1367/5000 148/148 [==============================] - 0s 61us/step - loss: 13045.8388 - mean_absolute_error: 92.6286 - val_loss: 28134.2367 - val_mean_absolute_error: 147.7583 Epoch 1368/5000 148/148 [==============================] - 0s 74us/step - loss: 13037.7134 - mean_absolute_error: 92.5289 - val_loss: 28109.4966 - val_mean_absolute_error: 147.6875 Epoch 1369/5000 148/148 [==============================] - 0s 74us/step - loss: 13027.8843 - mean_absolute_error: 92.5123 - val_loss: 28090.0759 - val_mean_absolute_error: 147.6327 Epoch 1370/5000 148/148 [==============================] - 0s 68us/step - loss: 13015.1358 - mean_absolute_error: 92.5248 - val_loss: 28070.6979 - val_mean_absolute_error: 147.5773 Epoch 1371/5000 148/148 [==============================] - 0s 68us/step - loss: 13006.2407 - mean_absolute_error: 92.4614 - val_loss: 28053.4952 - val_mean_absolute_error: 147.5283 Epoch 1372/5000 148/148 [==============================] - 0s 61us/step - loss: 12997.4520 - mean_absolute_error: 92.4302 - val_loss: 28032.6327 - val_mean_absolute_error: 147.4686 Epoch 1373/5000 148/148 [==============================] - 0s 74us/step - loss: 12985.3239 - mean_absolute_error: 92.4378 - val_loss: 28007.7990 - val_mean_absolute_error: 147.3982 Epoch 1374/5000 148/148 [==============================] - 0s 68us/step - loss: 12973.3222 - mean_absolute_error: 92.4436 - val_loss: 27986.6513 - val_mean_absolute_error: 147.3380 Epoch 1375/5000 148/148 [==============================] - 0s 74us/step - loss: 12964.1321 - mean_absolute_error: 92.4050 - val_loss: 27968.6547 - val_mean_absolute_error: 147.2858 Epoch 1376/5000 148/148 [==============================] - 0s 61us/step - loss: 12954.2176 - mean_absolute_error: 92.3695 - val_loss: 27948.1562 - val_mean_absolute_error: 147.2267 Epoch 1377/5000 148/148 [==============================] - 0s 68us/step - loss: 12943.7142 - mean_absolute_error: 92.3387 - val_loss: 27929.0789 - val_mean_absolute_error: 147.1719 Epoch 1378/5000 148/148 [==============================] - 0s 61us/step - loss: 12934.2228 - mean_absolute_error: 92.3108 - val_loss: 27909.9310 - val_mean_absolute_error: 147.1140 Epoch 1379/5000 148/148 [==============================] - 0s 68us/step - loss: 12923.9752 - mean_absolute_error: 92.2457 - val_loss: 27890.4595 - val_mean_absolute_error: 147.0577 Epoch 1380/5000 148/148 [==============================] - 0s 74us/step - loss: 12915.9613 - mean_absolute_error: 92.2007 - val_loss: 27870.6665 - val_mean_absolute_error: 147.0009 Epoch 1381/5000 148/148 [==============================] - 0s 68us/step - loss: 12904.1948 - mean_absolute_error: 92.1722 - val_loss: 27846.6384 - val_mean_absolute_error: 146.9316 Epoch 1382/5000 148/148 [==============================] - 0s 74us/step - loss: 12894.5555 - mean_absolute_error: 92.1290 - val_loss: 27830.7841 - val_mean_absolute_error: 146.8855 Epoch 1383/5000 148/148 [==============================] - 0s 74us/step - loss: 12884.4285 - mean_absolute_error: 92.1004 - val_loss: 27809.8552 - val_mean_absolute_error: 146.8249 Epoch 1384/5000 148/148 [==============================] - 0s 68us/step - loss: 12874.2116 - mean_absolute_error: 92.0417 - val_loss: 27795.2384 - val_mean_absolute_error: 146.7817 Epoch 1385/5000 148/148 [==============================] - 0s 61us/step - loss: 12865.0459 - mean_absolute_error: 92.0146 - val_loss: 27782.0288 - val_mean_absolute_error: 146.7427 Epoch 1386/5000 148/148 [==============================] - 0s 68us/step - loss: 12857.7360 - mean_absolute_error: 91.9845 - val_loss: 27763.9407 - val_mean_absolute_error: 146.6909 Epoch 1387/5000 148/148 [==============================] - 0s 74us/step - loss: 12848.1189 - mean_absolute_error: 91.9473 - val_loss: 27745.7759 - val_mean_absolute_error: 146.6385 Epoch 1388/5000 148/148 [==============================] - 0s 68us/step - loss: 12840.6642 - mean_absolute_error: 91.9404 - val_loss: 27722.0793 - val_mean_absolute_error: 146.5696 Epoch 1389/5000 148/148 [==============================] - 0s 74us/step - loss: 12827.5210 - mean_absolute_error: 91.8690 - val_loss: 27706.4690 - val_mean_absolute_error: 146.5234 Epoch 1390/5000 148/148 [==============================] - 0s 61us/step - loss: 12817.0130 - mean_absolute_error: 91.8116 - val_loss: 27693.8365 - val_mean_absolute_error: 146.4854 Epoch 1391/5000 148/148 [==============================] - 0s 74us/step - loss: 12811.0397 - mean_absolute_error: 91.7788 - val_loss: 27677.2118 - val_mean_absolute_error: 146.4367 Epoch 1392/5000 148/148 [==============================] - 0s 61us/step - loss: 12802.1900 - mean_absolute_error: 91.7684 - val_loss: 27659.1197 - val_mean_absolute_error: 146.3831 Epoch 1393/5000 148/148 [==============================] - 0s 74us/step - loss: 12793.4954 - mean_absolute_error: 91.7153 - val_loss: 27638.0631 - val_mean_absolute_error: 146.3226 Epoch 1394/5000 148/148 [==============================] - 0s 68us/step - loss: 12783.3044 - mean_absolute_error: 91.6875 - val_loss: 27619.1584 - val_mean_absolute_error: 146.2675 Epoch 1395/5000 148/148 [==============================] - 0s 61us/step - loss: 12775.2297 - mean_absolute_error: 91.6513 - val_loss: 27603.1355 - val_mean_absolute_error: 146.2195 Epoch 1396/5000 148/148 [==============================] - 0s 74us/step - loss: 12764.0593 - mean_absolute_error: 91.5753 - val_loss: 27582.7518 - val_mean_absolute_error: 146.1608 Epoch 1397/5000 148/148 [==============================] - 0s 61us/step - loss: 12753.5485 - mean_absolute_error: 91.5729 - val_loss: 27561.1752 - val_mean_absolute_error: 146.0979 Epoch 1398/5000 148/148 [==============================] - 0s 61us/step - loss: 12742.0721 - mean_absolute_error: 91.5315 - val_loss: 27542.5118 - val_mean_absolute_error: 146.0427 Epoch 1399/5000 148/148 [==============================] - 0s 74us/step - loss: 12733.0647 - mean_absolute_error: 91.4997 - val_loss: 27527.1973 - val_mean_absolute_error: 145.9983 Epoch 1400/5000 148/148 [==============================] - 0s 61us/step - loss: 12727.6457 - mean_absolute_error: 91.4660 - val_loss: 27503.9671 - val_mean_absolute_error: 145.9326 Epoch 1401/5000 148/148 [==============================] - 0s 74us/step - loss: 12719.4074 - mean_absolute_error: 91.4560 - val_loss: 27482.3570 - val_mean_absolute_error: 145.8693 Epoch 1402/5000 148/148 [==============================] - 0s 68us/step - loss: 12705.1848 - mean_absolute_error: 91.3979 - val_loss: 27466.9974 - val_mean_absolute_error: 145.8228 Epoch 1403/5000 148/148 [==============================] - 0s 81us/step - loss: 12696.2411 - mean_absolute_error: 91.3345 - val_loss: 27446.7986 - val_mean_absolute_error: 145.7629 Epoch 1404/5000 148/148 [==============================] - 0s 68us/step - loss: 12685.1606 - mean_absolute_error: 91.2590 - val_loss: 27428.3495 - val_mean_absolute_error: 145.7079 Epoch 1405/5000 148/148 [==============================] - 0s 61us/step - loss: 12677.5875 - mean_absolute_error: 91.2098 - val_loss: 27406.0063 - val_mean_absolute_error: 145.6419 Epoch 1406/5000 148/148 [==============================] - 0s 68us/step - loss: 12666.6788 - mean_absolute_error: 91.1542 - val_loss: 27387.1052 - val_mean_absolute_error: 145.5861 Epoch 1407/5000 148/148 [==============================] - 0s 61us/step - loss: 12657.1648 - mean_absolute_error: 91.1236 - val_loss: 27373.6791 - val_mean_absolute_error: 145.5455 Epoch 1408/5000 148/148 [==============================] - 0s 61us/step - loss: 12647.3022 - mean_absolute_error: 91.0689 - val_loss: 27354.1723 - val_mean_absolute_error: 145.4894 Epoch 1409/5000 148/148 [==============================] - 0s 68us/step - loss: 12639.3664 - mean_absolute_error: 91.0444 - val_loss: 27336.3362 - val_mean_absolute_error: 145.4373 Epoch 1410/5000 148/148 [==============================] - 0s 61us/step - loss: 12628.0798 - mean_absolute_error: 91.0163 - val_loss: 27316.4305 - val_mean_absolute_error: 145.3786 Epoch 1411/5000 148/148 [==============================] - 0s 68us/step - loss: 12618.1973 - mean_absolute_error: 91.0075 - val_loss: 27303.0556 - val_mean_absolute_error: 145.3367 Epoch 1412/5000 148/148 [==============================] - 0s 74us/step - loss: 12610.6113 - mean_absolute_error: 90.9310 - val_loss: 27283.3755 - val_mean_absolute_error: 145.2792 Epoch 1413/5000 148/148 [==============================] - 0s 68us/step - loss: 12600.8304 - mean_absolute_error: 90.9152 - val_loss: 27265.4655 - val_mean_absolute_error: 145.2261 Epoch 1414/5000 148/148 [==============================] - 0s 74us/step - loss: 12593.3281 - mean_absolute_error: 90.8759 - val_loss: 27241.2600 - val_mean_absolute_error: 145.1550 Epoch 1415/5000 148/148 [==============================] - 0s 68us/step - loss: 12583.0085 - mean_absolute_error: 90.8445 - val_loss: 27221.8723 - val_mean_absolute_error: 145.0979 Epoch 1416/5000 148/148 [==============================] - 0s 61us/step - loss: 12573.6706 - mean_absolute_error: 90.8098 - val_loss: 27202.4692 - val_mean_absolute_error: 145.0403 Epoch 1417/5000 148/148 [==============================] - 0s 74us/step - loss: 12561.1002 - mean_absolute_error: 90.7837 - val_loss: 27183.8708 - val_mean_absolute_error: 144.9874 Epoch 1418/5000 148/148 [==============================] - 0s 72us/step - loss: 12552.7044 - mean_absolute_error: 90.7582 - val_loss: 27163.0791 - val_mean_absolute_error: 144.9260 Epoch 1419/5000 148/148 [==============================] - 0s 61us/step - loss: 12541.9778 - mean_absolute_error: 90.7099 - val_loss: 27143.3473 - val_mean_absolute_error: 144.8680 Epoch 1420/5000 148/148 [==============================] - 0s 68us/step - loss: 12532.7639 - mean_absolute_error: 90.7429 - val_loss: 27126.6959 - val_mean_absolute_error: 144.8178 Epoch 1421/5000 148/148 [==============================] - 0s 61us/step - loss: 12522.8764 - mean_absolute_error: 90.6979 - val_loss: 27105.1794 - val_mean_absolute_error: 144.7539 Epoch 1422/5000 148/148 [==============================] - 0s 68us/step - loss: 12511.9266 - mean_absolute_error: 90.6546 - val_loss: 27090.3259 - val_mean_absolute_error: 144.7099 Epoch 1423/5000 148/148 [==============================] - 0s 68us/step - loss: 12508.1849 - mean_absolute_error: 90.6434 - val_loss: 27066.0002 - val_mean_absolute_error: 144.6379 Epoch 1424/5000 148/148 [==============================] - 0s 61us/step - loss: 12492.8334 - mean_absolute_error: 90.5792 - val_loss: 27046.1559 - val_mean_absolute_error: 144.5792 Epoch 1425/5000 148/148 [==============================] - 0s 61us/step - loss: 12486.9068 - mean_absolute_error: 90.5342 - val_loss: 27028.2355 - val_mean_absolute_error: 144.5256 Epoch 1426/5000 148/148 [==============================] - 0s 61us/step - loss: 12475.0901 - mean_absolute_error: 90.5312 - val_loss: 27017.0308 - val_mean_absolute_error: 144.4917 Epoch 1427/5000 148/148 [==============================] - 0s 68us/step - loss: 12468.5150 - mean_absolute_error: 90.5013 - val_loss: 27000.6926 - val_mean_absolute_error: 144.4418 Epoch 1428/5000 148/148 [==============================] - 0s 68us/step - loss: 12460.8629 - mean_absolute_error: 90.4347 - val_loss: 26978.0899 - val_mean_absolute_error: 144.3745 Epoch 1429/5000 148/148 [==============================] - 0s 68us/step - loss: 12448.4191 - mean_absolute_error: 90.3841 - val_loss: 26957.5744 - val_mean_absolute_error: 144.3135 Epoch 1430/5000 148/148 [==============================] - 0s 61us/step - loss: 12438.1715 - mean_absolute_error: 90.3483 - val_loss: 26942.4351 - val_mean_absolute_error: 144.2674 Epoch 1431/5000 148/148 [==============================] - 0s 61us/step - loss: 12435.4886 - mean_absolute_error: 90.3225 - val_loss: 26931.7555 - val_mean_absolute_error: 144.2339 Epoch 1432/5000 148/148 [==============================] - 0s 68us/step - loss: 12425.0193 - mean_absolute_error: 90.2206 - val_loss: 26918.3372 - val_mean_absolute_error: 144.1933 Epoch 1433/5000 148/148 [==============================] - 0s 68us/step - loss: 12419.2684 - mean_absolute_error: 90.1978 - val_loss: 26901.1556 - val_mean_absolute_error: 144.1414 Epoch 1434/5000 148/148 [==============================] - 0s 61us/step - loss: 12408.9357 - mean_absolute_error: 90.1757 - val_loss: 26882.9652 - val_mean_absolute_error: 144.0866 Epoch 1435/5000 148/148 [==============================] - 0s 68us/step - loss: 12400.6033 - mean_absolute_error: 90.1246 - val_loss: 26868.6192 - val_mean_absolute_error: 144.0433 Epoch 1436/5000 148/148 [==============================] - 0s 68us/step - loss: 12392.8899 - mean_absolute_error: 90.1117 - val_loss: 26849.2431 - val_mean_absolute_error: 143.9848 Epoch 1437/5000 148/148 [==============================] - 0s 68us/step - loss: 12381.7619 - mean_absolute_error: 90.0741 - val_loss: 26826.0519 - val_mean_absolute_error: 143.9150 Epoch 1438/5000 148/148 [==============================] - 0s 61us/step - loss: 12373.4887 - mean_absolute_error: 90.0653 - val_loss: 26804.8816 - val_mean_absolute_error: 143.8512 Epoch 1439/5000 148/148 [==============================] - 0s 61us/step - loss: 12361.4989 - mean_absolute_error: 90.0099 - val_loss: 26790.1639 - val_mean_absolute_error: 143.8068 Epoch 1440/5000 148/148 [==============================] - 0s 61us/step - loss: 12353.4611 - mean_absolute_error: 89.9869 - val_loss: 26777.4673 - val_mean_absolute_error: 143.7660 Epoch 1441/5000 148/148 [==============================] - 0s 61us/step - loss: 12345.6694 - mean_absolute_error: 89.9528 - val_loss: 26757.3026 - val_mean_absolute_error: 143.7052 Epoch 1442/5000 148/148 [==============================] - 0s 68us/step - loss: 12334.1293 - mean_absolute_error: 89.9203 - val_loss: 26737.4530 - val_mean_absolute_error: 143.6458 Epoch 1443/5000 148/148 [==============================] - 0s 68us/step - loss: 12326.3785 - mean_absolute_error: 89.8679 - val_loss: 26720.3243 - val_mean_absolute_error: 143.5940 Epoch 1444/5000 148/148 [==============================] - 0s 74us/step - loss: 12316.2409 - mean_absolute_error: 89.8606 - val_loss: 26704.0402 - val_mean_absolute_error: 143.5437 Epoch 1445/5000 148/148 [==============================] - 0s 74us/step - loss: 12309.3426 - mean_absolute_error: 89.8527 - val_loss: 26690.8035 - val_mean_absolute_error: 143.5008 Epoch 1446/5000 148/148 [==============================] - 0s 68us/step - loss: 12300.4429 - mean_absolute_error: 89.7921 - val_loss: 26670.4170 - val_mean_absolute_error: 143.4383 Epoch 1447/5000 148/148 [==============================] - 0s 68us/step - loss: 12290.1064 - mean_absolute_error: 89.7551 - val_loss: 26652.3248 - val_mean_absolute_error: 143.3830 Epoch 1448/5000 148/148 [==============================] - 0s 61us/step - loss: 12280.4181 - mean_absolute_error: 89.6845 - val_loss: 26636.6380 - val_mean_absolute_error: 143.3348 Epoch 1449/5000 148/148 [==============================] - 0s 61us/step - loss: 12272.0520 - mean_absolute_error: 89.6163 - val_loss: 26615.0748 - val_mean_absolute_error: 143.2696 Epoch 1450/5000 148/148 [==============================] - 0s 68us/step - loss: 12262.6825 - mean_absolute_error: 89.5834 - val_loss: 26591.3730 - val_mean_absolute_error: 143.1983 Epoch 1451/5000 148/148 [==============================] - 0s 68us/step - loss: 12254.3105 - mean_absolute_error: 89.5613 - val_loss: 26579.6022 - val_mean_absolute_error: 143.1612 Epoch 1452/5000 148/148 [==============================] - 0s 74us/step - loss: 12244.3041 - mean_absolute_error: 89.5055 - val_loss: 26561.6181 - val_mean_absolute_error: 143.1060 Epoch 1453/5000 148/148 [==============================] - 0s 74us/step - loss: 12235.8651 - mean_absolute_error: 89.4374 - val_loss: 26544.4364 - val_mean_absolute_error: 143.0537 Epoch 1454/5000 148/148 [==============================] - 0s 61us/step - loss: 12227.6012 - mean_absolute_error: 89.3854 - val_loss: 26533.3501 - val_mean_absolute_error: 143.0197 Epoch 1455/5000 148/148 [==============================] - 0s 74us/step - loss: 12221.3936 - mean_absolute_error: 89.3694 - val_loss: 26513.3480 - val_mean_absolute_error: 142.9590 Epoch 1456/5000 148/148 [==============================] - 0s 74us/step - loss: 12211.6781 - mean_absolute_error: 89.3600 - val_loss: 26493.1466 - val_mean_absolute_error: 142.8998 Epoch 1457/5000 148/148 [==============================] - 0s 61us/step - loss: 12203.9950 - mean_absolute_error: 89.3052 - val_loss: 26477.6357 - val_mean_absolute_error: 142.8517 Epoch 1458/5000 148/148 [==============================] - 0s 74us/step - loss: 12191.7483 - mean_absolute_error: 89.3046 - val_loss: 26454.3749 - val_mean_absolute_error: 142.7810 Epoch 1459/5000 148/148 [==============================] - 0s 68us/step - loss: 12180.6931 - mean_absolute_error: 89.2767 - val_loss: 26440.0328 - val_mean_absolute_error: 142.7369 Epoch 1460/5000 148/148 [==============================] - 0s 68us/step - loss: 12173.6569 - mean_absolute_error: 89.2389 - val_loss: 26430.4981 - val_mean_absolute_error: 142.7070 Epoch 1461/5000 148/148 [==============================] - 0s 61us/step - loss: 12168.1822 - mean_absolute_error: 89.2305 - val_loss: 26413.3116 - val_mean_absolute_error: 142.6552 Epoch 1462/5000 148/148 [==============================] - 0s 68us/step - loss: 12161.6212 - mean_absolute_error: 89.1975 - val_loss: 26396.8602 - val_mean_absolute_error: 142.6047 Epoch 1463/5000 148/148 [==============================] - 0s 61us/step - loss: 12152.8381 - mean_absolute_error: 89.1933 - val_loss: 26380.0894 - val_mean_absolute_error: 142.5529 Epoch 1464/5000 148/148 [==============================] - 0s 68us/step - loss: 12142.8511 - mean_absolute_error: 89.1447 - val_loss: 26360.4882 - val_mean_absolute_error: 142.4921 Epoch 1465/5000 148/148 [==============================] - 0s 68us/step - loss: 12134.9381 - mean_absolute_error: 89.1024 - val_loss: 26341.2581 - val_mean_absolute_error: 142.4331 Epoch 1466/5000 148/148 [==============================] - 0s 68us/step - loss: 12122.3878 - mean_absolute_error: 89.0528 - val_loss: 26319.7137 - val_mean_absolute_error: 142.3672 Epoch 1467/5000 148/148 [==============================] - 0s 81us/step - loss: 12110.7917 - mean_absolute_error: 89.0213 - val_loss: 26300.2337 - val_mean_absolute_error: 142.3074 Epoch 1468/5000 148/148 [==============================] - 0s 108us/step - loss: 12103.1613 - mean_absolute_error: 89.0063 - val_loss: 26284.5484 - val_mean_absolute_error: 142.2585 Epoch 1469/5000 148/148 [==============================] - 0s 74us/step - loss: 12094.9501 - mean_absolute_error: 88.9683 - val_loss: 26266.6159 - val_mean_absolute_error: 142.2030 Epoch 1470/5000 148/148 [==============================] - 0s 101us/step - loss: 12087.8546 - mean_absolute_error: 88.9152 - val_loss: 26250.0803 - val_mean_absolute_error: 142.1510 Epoch 1471/5000 148/148 [==============================] - 0s 101us/step - loss: 12077.9008 - mean_absolute_error: 88.8814 - val_loss: 26231.8159 - val_mean_absolute_error: 142.0941 Epoch 1472/5000 148/148 [==============================] - 0s 88us/step - loss: 12066.4892 - mean_absolute_error: 88.7884 - val_loss: 26217.8581 - val_mean_absolute_error: 142.0508 Epoch 1473/5000 148/148 [==============================] - 0s 61us/step - loss: 12061.4258 - mean_absolute_error: 88.7752 - val_loss: 26196.6891 - val_mean_absolute_error: 141.9852 Epoch 1474/5000 148/148 [==============================] - 0s 68us/step - loss: 12048.1652 - mean_absolute_error: 88.7125 - val_loss: 26178.2645 - val_mean_absolute_error: 141.9282 Epoch 1475/5000 148/148 [==============================] - 0s 88us/step - loss: 12040.9522 - mean_absolute_error: 88.6767 - val_loss: 26158.6991 - val_mean_absolute_error: 141.8676 Epoch 1476/5000 148/148 [==============================] - 0s 95us/step - loss: 12031.0359 - mean_absolute_error: 88.6402 - val_loss: 26139.7787 - val_mean_absolute_error: 141.8110 Epoch 1477/5000 148/148 [==============================] - 0s 122us/step - loss: 12019.7486 - mean_absolute_error: 88.6349 - val_loss: 26117.7098 - val_mean_absolute_error: 141.7432 Epoch 1478/5000 148/148 [==============================] - 0s 88us/step - loss: 12010.6545 - mean_absolute_error: 88.6029 - val_loss: 26108.3308 - val_mean_absolute_error: 141.7123 Epoch 1479/5000 148/148 [==============================] - 0s 115us/step - loss: 12009.5401 - mean_absolute_error: 88.5482 - val_loss: 26093.4657 - val_mean_absolute_error: 141.6654 Epoch 1480/5000 148/148 [==============================] - 0s 74us/step - loss: 11997.7307 - mean_absolute_error: 88.5094 - val_loss: 26079.5819 - val_mean_absolute_error: 141.6222 Epoch 1481/5000 148/148 [==============================] - 0s 101us/step - loss: 11991.1834 - mean_absolute_error: 88.4585 - val_loss: 26057.0881 - val_mean_absolute_error: 141.5547 Epoch 1482/5000 148/148 [==============================] - 0s 95us/step - loss: 11980.1063 - mean_absolute_error: 88.4371 - val_loss: 26044.5869 - val_mean_absolute_error: 141.5153 Epoch 1483/5000 148/148 [==============================] - 0s 169us/step - loss: 11972.4643 - mean_absolute_error: 88.3998 - val_loss: 26022.4581 - val_mean_absolute_error: 141.4475 Epoch 1484/5000 148/148 [==============================] - 0s 108us/step - loss: 11964.7846 - mean_absolute_error: 88.3584 - val_loss: 26007.6562 - val_mean_absolute_error: 141.4006 Epoch 1485/5000 148/148 [==============================] - 0s 122us/step - loss: 11954.2768 - mean_absolute_error: 88.2914 - val_loss: 25988.8080 - val_mean_absolute_error: 141.3425 Epoch 1486/5000 148/148 [==============================] - 0s 81us/step - loss: 11946.0470 - mean_absolute_error: 88.2894 - val_loss: 25971.7199 - val_mean_absolute_error: 141.2893 Epoch 1487/5000 148/148 [==============================] - 0s 108us/step - loss: 11938.3830 - mean_absolute_error: 88.2691 - val_loss: 25951.5020 - val_mean_absolute_error: 141.2268 Epoch 1488/5000 148/148 [==============================] - 0s 95us/step - loss: 11930.3943 - mean_absolute_error: 88.2289 - val_loss: 25932.6666 - val_mean_absolute_error: 141.1686 Epoch 1489/5000 148/148 [==============================] - 0s 88us/step - loss: 11919.2801 - mean_absolute_error: 88.1914 - val_loss: 25916.7425 - val_mean_absolute_error: 141.1169 Epoch 1490/5000 148/148 [==============================] - 0s 95us/step - loss: 11910.9499 - mean_absolute_error: 88.1581 - val_loss: 25899.1205 - val_mean_absolute_error: 141.0652 Epoch 1491/5000 148/148 [==============================] - 0s 115us/step - loss: 11899.7834 - mean_absolute_error: 88.1317 - val_loss: 25890.6795 - val_mean_absolute_error: 141.0358 Epoch 1492/5000 148/148 [==============================] - 0s 128us/step - loss: 11896.2712 - mean_absolute_error: 88.0791 - val_loss: 25869.6833 - val_mean_absolute_error: 140.9713 Epoch 1493/5000 148/148 [==============================] - 0s 122us/step - loss: 11881.9328 - mean_absolute_error: 88.0832 - val_loss: 25849.1245 - val_mean_absolute_error: 140.9074 Epoch 1494/5000 148/148 [==============================] - 0s 115us/step - loss: 11873.8831 - mean_absolute_error: 88.0483 - val_loss: 25836.4194 - val_mean_absolute_error: 140.8674 Epoch 1495/5000 148/148 [==============================] - 0s 135us/step - loss: 11866.9997 - mean_absolute_error: 88.0247 - val_loss: 25823.2221 - val_mean_absolute_error: 140.8254 Epoch 1496/5000 148/148 [==============================] - 0s 162us/step - loss: 11859.7959 - mean_absolute_error: 87.9683 - val_loss: 25806.0671 - val_mean_absolute_error: 140.7722 Epoch 1497/5000 148/148 [==============================] - 0s 149us/step - loss: 11851.7750 - mean_absolute_error: 87.9444 - val_loss: 25791.1006 - val_mean_absolute_error: 140.7240 Epoch 1498/5000 148/148 [==============================] - 0s 122us/step - loss: 11843.1000 - mean_absolute_error: 87.8697 - val_loss: 25772.9460 - val_mean_absolute_error: 140.6668 Epoch 1499/5000 148/148 [==============================] - 0s 182us/step - loss: 11838.6901 - mean_absolute_error: 87.8641 - val_loss: 25754.6264 - val_mean_absolute_error: 140.6094 Epoch 1500/5000 148/148 [==============================] - 0s 176us/step - loss: 11828.3500 - mean_absolute_error: 87.8096 - val_loss: 25737.4059 - val_mean_absolute_error: 140.5551 Epoch 1501/5000 148/148 [==============================] - 0s 101us/step - loss: 11818.1725 - mean_absolute_error: 87.7820 - val_loss: 25715.3524 - val_mean_absolute_error: 140.4858 Epoch 1502/5000 148/148 [==============================] - 0s 128us/step - loss: 11806.9892 - mean_absolute_error: 87.7349 - val_loss: 25700.0870 - val_mean_absolute_error: 140.4372 Epoch 1503/5000 148/148 [==============================] - 0s 115us/step - loss: 11800.5624 - mean_absolute_error: 87.7070 - val_loss: 25684.9856 - val_mean_absolute_error: 140.3889 Epoch 1504/5000 148/148 [==============================] - 0s 108us/step - loss: 11790.9594 - mean_absolute_error: 87.6434 - val_loss: 25664.6381 - val_mean_absolute_error: 140.3252 Epoch 1505/5000 148/148 [==============================] - 0s 95us/step - loss: 11781.2922 - mean_absolute_error: 87.5804 - val_loss: 25642.3853 - val_mean_absolute_error: 140.2544 Epoch 1506/5000 148/148 [==============================] - 0s 81us/step - loss: 11771.0503 - mean_absolute_error: 87.5764 - val_loss: 25630.3483 - val_mean_absolute_error: 140.2171 Epoch 1507/5000 148/148 [==============================] - 0s 101us/step - loss: 11762.9684 - mean_absolute_error: 87.5380 - val_loss: 25609.7173 - val_mean_absolute_error: 140.1523 Epoch 1508/5000 148/148 [==============================] - 0s 108us/step - loss: 11754.7565 - mean_absolute_error: 87.5396 - val_loss: 25598.3319 - val_mean_absolute_error: 140.1152 Epoch 1509/5000 148/148 [==============================] - 0s 88us/step - loss: 11747.5011 - mean_absolute_error: 87.4499 - val_loss: 25582.1128 - val_mean_absolute_error: 140.0642 Epoch 1510/5000 148/148 [==============================] - 0s 108us/step - loss: 11741.4006 - mean_absolute_error: 87.4168 - val_loss: 25563.0466 - val_mean_absolute_error: 140.0041 Epoch 1511/5000 148/148 [==============================] - 0s 115us/step - loss: 11730.8060 - mean_absolute_error: 87.3895 - val_loss: 25544.3891 - val_mean_absolute_error: 139.9441 Epoch 1512/5000 148/148 [==============================] - 0s 95us/step - loss: 11725.6025 - mean_absolute_error: 87.3625 - val_loss: 25536.4822 - val_mean_absolute_error: 139.9169 Epoch 1513/5000 148/148 [==============================] - 0s 88us/step - loss: 11716.3793 - mean_absolute_error: 87.2995 - val_loss: 25516.7166 - val_mean_absolute_error: 139.8544 Epoch 1514/5000 148/148 [==============================] - 0s 81us/step - loss: 11708.6989 - mean_absolute_error: 87.2513 - val_loss: 25500.1391 - val_mean_absolute_error: 139.8021 Epoch 1515/5000 148/148 [==============================] - 0s 101us/step - loss: 11702.0930 - mean_absolute_error: 87.2222 - val_loss: 25483.6080 - val_mean_absolute_error: 139.7490 Epoch 1516/5000 148/148 [==============================] - 0s 88us/step - loss: 11689.3820 - mean_absolute_error: 87.2335 - val_loss: 25464.7788 - val_mean_absolute_error: 139.6895 Epoch 1517/5000 148/148 [==============================] - 0s 81us/step - loss: 11679.9868 - mean_absolute_error: 87.1885 - val_loss: 25445.4613 - val_mean_absolute_error: 139.6288 Epoch 1518/5000 148/148 [==============================] - 0s 81us/step - loss: 11671.5227 - mean_absolute_error: 87.1591 - val_loss: 25432.0363 - val_mean_absolute_error: 139.5860 Epoch 1519/5000 148/148 [==============================] - 0s 101us/step - loss: 11664.4456 - mean_absolute_error: 87.1221 - val_loss: 25414.4162 - val_mean_absolute_error: 139.5313 Epoch 1520/5000 148/148 [==============================] - 0s 68us/step - loss: 11657.3254 - mean_absolute_error: 87.1208 - val_loss: 25402.6588 - val_mean_absolute_error: 139.4931 Epoch 1521/5000 148/148 [==============================] - 0s 88us/step - loss: 11649.9076 - mean_absolute_error: 87.0596 - val_loss: 25389.0073 - val_mean_absolute_error: 139.4499 Epoch 1522/5000 148/148 [==============================] - 0s 101us/step - loss: 11645.6781 - mean_absolute_error: 87.0358 - val_loss: 25375.3263 - val_mean_absolute_error: 139.4068 Epoch 1523/5000 148/148 [==============================] - 0s 101us/step - loss: 11635.7115 - mean_absolute_error: 87.0169 - val_loss: 25354.6728 - val_mean_absolute_error: 139.3434 Epoch 1524/5000 148/148 [==============================] - 0s 88us/step - loss: 11622.2563 - mean_absolute_error: 87.0141 - val_loss: 25338.6498 - val_mean_absolute_error: 139.2933 Epoch 1525/5000 148/148 [==============================] - 0s 88us/step - loss: 11614.9668 - mean_absolute_error: 86.9822 - val_loss: 25322.9906 - val_mean_absolute_error: 139.2441 Epoch 1526/5000 148/148 [==============================] - 0s 81us/step - loss: 11607.3123 - mean_absolute_error: 86.9641 - val_loss: 25309.3820 - val_mean_absolute_error: 139.2007 Epoch 1527/5000 148/148 [==============================] - 0s 88us/step - loss: 11599.9304 - mean_absolute_error: 86.8971 - val_loss: 25288.7103 - val_mean_absolute_error: 139.1354 Epoch 1528/5000 148/148 [==============================] - 0s 88us/step - loss: 11590.0310 - mean_absolute_error: 86.8522 - val_loss: 25269.7510 - val_mean_absolute_error: 139.0752 Epoch 1529/5000 148/148 [==============================] - 0s 95us/step - loss: 11584.4545 - mean_absolute_error: 86.7930 - val_loss: 25255.0609 - val_mean_absolute_error: 139.0278 Epoch 1530/5000 148/148 [==============================] - 0s 108us/step - loss: 11573.8969 - mean_absolute_error: 86.7674 - val_loss: 25241.2578 - val_mean_absolute_error: 138.9839 Epoch 1531/5000 148/148 [==============================] - 0s 88us/step - loss: 11570.4996 - mean_absolute_error: 86.7109 - val_loss: 25222.4987 - val_mean_absolute_error: 138.9248 Epoch 1532/5000 148/148 [==============================] - 0s 88us/step - loss: 11558.9328 - mean_absolute_error: 86.6784 - val_loss: 25206.3139 - val_mean_absolute_error: 138.8743 Epoch 1533/5000 148/148 [==============================] - 0s 95us/step - loss: 11551.2404 - mean_absolute_error: 86.6580 - val_loss: 25189.5703 - val_mean_absolute_error: 138.8218 Epoch 1534/5000 148/148 [==============================] - 0s 88us/step - loss: 11545.8235 - mean_absolute_error: 86.6392 - val_loss: 25174.0020 - val_mean_absolute_error: 138.7718 Epoch 1535/5000 148/148 [==============================] - 0s 74us/step - loss: 11535.0970 - mean_absolute_error: 86.5835 - val_loss: 25151.0141 - val_mean_absolute_error: 138.7006 Epoch 1536/5000 148/148 [==============================] - 0s 101us/step - loss: 11521.3998 - mean_absolute_error: 86.5969 - val_loss: 25131.0631 - val_mean_absolute_error: 138.6383 Epoch 1537/5000 148/148 [==============================] - 0s 95us/step - loss: 11512.2542 - mean_absolute_error: 86.5615 - val_loss: 25113.7594 - val_mean_absolute_error: 138.5836 Epoch 1538/5000 148/148 [==============================] - 0s 101us/step - loss: 11505.8640 - mean_absolute_error: 86.5392 - val_loss: 25103.7961 - val_mean_absolute_error: 138.5516 Epoch 1539/5000 148/148 [==============================] - 0s 101us/step - loss: 11500.0099 - mean_absolute_error: 86.5026 - val_loss: 25090.2455 - val_mean_absolute_error: 138.5084 Epoch 1540/5000 148/148 [==============================] - 0s 115us/step - loss: 11490.9691 - mean_absolute_error: 86.4773 - val_loss: 25075.6267 - val_mean_absolute_error: 138.4631 Epoch 1541/5000 148/148 [==============================] - 0s 108us/step - loss: 11485.3345 - mean_absolute_error: 86.4657 - val_loss: 25054.4928 - val_mean_absolute_error: 138.3977 Epoch 1542/5000 148/148 [==============================] - 0s 101us/step - loss: 11476.9335 - mean_absolute_error: 86.4011 - val_loss: 25039.8603 - val_mean_absolute_error: 138.3517 Epoch 1543/5000 148/148 [==============================] - 0s 101us/step - loss: 11467.4050 - mean_absolute_error: 86.3848 - val_loss: 25025.5709 - val_mean_absolute_error: 138.3068 Epoch 1544/5000 148/148 [==============================] - 0s 88us/step - loss: 11460.8862 - mean_absolute_error: 86.3436 - val_loss: 25005.2037 - val_mean_absolute_error: 138.2442 Epoch 1545/5000 148/148 [==============================] - 0s 101us/step - loss: 11451.9515 - mean_absolute_error: 86.2949 - val_loss: 24989.6396 - val_mean_absolute_error: 138.1958 Epoch 1546/5000 148/148 [==============================] - 0s 95us/step - loss: 11439.8072 - mean_absolute_error: 86.3077 - val_loss: 24976.9986 - val_mean_absolute_error: 138.1562 Epoch 1547/5000 148/148 [==============================] - 0s 95us/step - loss: 11432.5740 - mean_absolute_error: 86.2714 - val_loss: 24963.9505 - val_mean_absolute_error: 138.1154 Epoch 1548/5000 148/148 [==============================] - 0s 88us/step - loss: 11427.0157 - mean_absolute_error: 86.2210 - val_loss: 24947.7295 - val_mean_absolute_error: 138.0651 Epoch 1549/5000 148/148 [==============================] - 0s 81us/step - loss: 11423.1463 - mean_absolute_error: 86.1845 - val_loss: 24925.3452 - val_mean_absolute_error: 137.9958 Epoch 1550/5000 148/148 [==============================] - 0s 88us/step - loss: 11409.6033 - mean_absolute_error: 86.1557 - val_loss: 24909.4689 - val_mean_absolute_error: 137.9462 Epoch 1551/5000 148/148 [==============================] - 0s 88us/step - loss: 11402.4462 - mean_absolute_error: 86.1136 - val_loss: 24889.8201 - val_mean_absolute_error: 137.8851 Epoch 1552/5000 148/148 [==============================] - 0s 95us/step - loss: 11393.9198 - mean_absolute_error: 86.1112 - val_loss: 24871.7868 - val_mean_absolute_error: 137.8284 Epoch 1553/5000 148/148 [==============================] - 0s 88us/step - loss: 11383.9240 - mean_absolute_error: 86.0411 - val_loss: 24858.6531 - val_mean_absolute_error: 137.7870 Epoch 1554/5000 148/148 [==============================] - 0s 88us/step - loss: 11377.4323 - mean_absolute_error: 86.0110 - val_loss: 24839.3512 - val_mean_absolute_error: 137.7272 Epoch 1555/5000 148/148 [==============================] - 0s 95us/step - loss: 11368.8612 - mean_absolute_error: 85.9886 - val_loss: 24822.0233 - val_mean_absolute_error: 137.6738 Epoch 1556/5000 148/148 [==============================] - 0s 95us/step - loss: 11359.0973 - mean_absolute_error: 85.9508 - val_loss: 24809.3237 - val_mean_absolute_error: 137.6334 Epoch 1557/5000 148/148 [==============================] - 0s 95us/step - loss: 11353.2086 - mean_absolute_error: 85.9175 - val_loss: 24797.2807 - val_mean_absolute_error: 137.5957 Epoch 1558/5000 148/148 [==============================] - 0s 88us/step - loss: 11348.6258 - mean_absolute_error: 85.9195 - val_loss: 24778.7298 - val_mean_absolute_error: 137.5375 Epoch 1559/5000 148/148 [==============================] - 0s 81us/step - loss: 11338.3657 - mean_absolute_error: 85.8840 - val_loss: 24762.2430 - val_mean_absolute_error: 137.4847 Epoch 1560/5000 148/148 [==============================] - 0s 74us/step - loss: 11329.5032 - mean_absolute_error: 85.8354 - val_loss: 24743.1906 - val_mean_absolute_error: 137.4250 Epoch 1561/5000 148/148 [==============================] - 0s 88us/step - loss: 11320.1502 - mean_absolute_error: 85.8018 - val_loss: 24727.7630 - val_mean_absolute_error: 137.3754 Epoch 1562/5000 148/148 [==============================] - 0s 88us/step - loss: 11314.2631 - mean_absolute_error: 85.7717 - val_loss: 24712.8180 - val_mean_absolute_error: 137.3268 Epoch 1563/5000 148/148 [==============================] - 0s 81us/step - loss: 11304.7687 - mean_absolute_error: 85.7139 - val_loss: 24694.6746 - val_mean_absolute_error: 137.2696 Epoch 1564/5000 148/148 [==============================] - 0s 122us/step - loss: 11296.1550 - mean_absolute_error: 85.7062 - val_loss: 24678.2514 - val_mean_absolute_error: 137.2171 Epoch 1565/5000 148/148 [==============================] - 0s 108us/step - loss: 11286.5636 - mean_absolute_error: 85.6343 - val_loss: 24664.8963 - val_mean_absolute_error: 137.1730 Epoch 1566/5000 148/148 [==============================] - 0s 101us/step - loss: 11280.6683 - mean_absolute_error: 85.5548 - val_loss: 24649.4559 - val_mean_absolute_error: 137.1241 Epoch 1567/5000 148/148 [==============================] - 0s 108us/step - loss: 11272.1067 - mean_absolute_error: 85.5393 - val_loss: 24628.1970 - val_mean_absolute_error: 137.0572 Epoch 1568/5000 148/148 [==============================] - 0s 95us/step - loss: 11263.9797 - mean_absolute_error: 85.5209 - val_loss: 24610.0181 - val_mean_absolute_error: 137.0004 Epoch 1569/5000 148/148 [==============================] - 0s 155us/step - loss: 11251.7284 - mean_absolute_error: 85.4678 - val_loss: 24596.3470 - val_mean_absolute_error: 136.9547 Epoch 1570/5000 148/148 [==============================] - 0s 128us/step - loss: 11245.5273 - mean_absolute_error: 85.3997 - val_loss: 24578.9609 - val_mean_absolute_error: 136.8994 Epoch 1571/5000 148/148 [==============================] - 0s 108us/step - loss: 11236.8656 - mean_absolute_error: 85.3351 - val_loss: 24562.9681 - val_mean_absolute_error: 136.8504 Epoch 1572/5000 148/148 [==============================] - 0s 101us/step - loss: 11231.4055 - mean_absolute_error: 85.3207 - val_loss: 24545.2648 - val_mean_absolute_error: 136.7936 Epoch 1573/5000 148/148 [==============================] - 0s 88us/step - loss: 11221.2797 - mean_absolute_error: 85.2592 - val_loss: 24532.9230 - val_mean_absolute_error: 136.7537 Epoch 1574/5000 148/148 [==============================] - 0s 88us/step - loss: 11217.5085 - mean_absolute_error: 85.2373 - val_loss: 24512.9515 - val_mean_absolute_error: 136.6903 Epoch 1575/5000 148/148 [==============================] - 0s 81us/step - loss: 11207.3180 - mean_absolute_error: 85.1732 - val_loss: 24495.7141 - val_mean_absolute_error: 136.6352 Epoch 1576/5000 148/148 [==============================] - 0s 74us/step - loss: 11196.8569 - mean_absolute_error: 85.1452 - val_loss: 24477.8463 - val_mean_absolute_error: 136.5781 Epoch 1577/5000 148/148 [==============================] - 0s 88us/step - loss: 11189.0911 - mean_absolute_error: 85.1256 - val_loss: 24463.4478 - val_mean_absolute_error: 136.5313 Epoch 1578/5000 148/148 [==============================] - 0s 88us/step - loss: 11183.1189 - mean_absolute_error: 85.0862 - val_loss: 24444.0159 - val_mean_absolute_error: 136.4695 Epoch 1579/5000 148/148 [==============================] - 0s 88us/step - loss: 11172.6804 - mean_absolute_error: 85.0417 - val_loss: 24430.5398 - val_mean_absolute_error: 136.4257 Epoch 1580/5000 148/148 [==============================] - 0s 95us/step - loss: 11164.9815 - mean_absolute_error: 85.0190 - val_loss: 24411.3836 - val_mean_absolute_error: 136.3646 Epoch 1581/5000 148/148 [==============================] - 0s 95us/step - loss: 11154.6722 - mean_absolute_error: 84.9739 - val_loss: 24392.0252 - val_mean_absolute_error: 136.3030 Epoch 1582/5000 148/148 [==============================] - 0s 101us/step - loss: 11147.0472 - mean_absolute_error: 84.9444 - val_loss: 24379.1576 - val_mean_absolute_error: 136.2599 Epoch 1583/5000 148/148 [==============================] - 0s 88us/step - loss: 11140.2192 - mean_absolute_error: 84.9307 - val_loss: 24365.4208 - val_mean_absolute_error: 136.2153 Epoch 1584/5000 148/148 [==============================] - 0s 88us/step - loss: 11133.5743 - mean_absolute_error: 84.8681 - val_loss: 24353.3427 - val_mean_absolute_error: 136.1760 Epoch 1585/5000 148/148 [==============================] - 0s 95us/step - loss: 11124.3282 - mean_absolute_error: 84.8357 - val_loss: 24334.4942 - val_mean_absolute_error: 136.1157 Epoch 1586/5000 148/148 [==============================] - 0s 95us/step - loss: 11117.5131 - mean_absolute_error: 84.8061 - val_loss: 24316.1691 - val_mean_absolute_error: 136.0575 Epoch 1587/5000 148/148 [==============================] - 0s 101us/step - loss: 11108.4911 - mean_absolute_error: 84.7644 - val_loss: 24301.8649 - val_mean_absolute_error: 136.0100 Epoch 1588/5000 148/148 [==============================] - 0s 101us/step - loss: 11099.8542 - mean_absolute_error: 84.7417 - val_loss: 24282.6916 - val_mean_absolute_error: 135.9484 Epoch 1589/5000 148/148 [==============================] - 0s 108us/step - loss: 11089.3334 - mean_absolute_error: 84.7007 - val_loss: 24274.0602 - val_mean_absolute_error: 135.9171 Epoch 1590/5000 148/148 [==============================] - 0s 108us/step - loss: 11085.7286 - mean_absolute_error: 84.6632 - val_loss: 24263.7788 - val_mean_absolute_error: 135.8816 Epoch 1591/5000 148/148 [==============================] - 0s 95us/step - loss: 11079.4304 - mean_absolute_error: 84.6124 - val_loss: 24247.1552 - val_mean_absolute_error: 135.8283 Epoch 1592/5000 148/148 [==============================] - 0s 115us/step - loss: 11067.4336 - mean_absolute_error: 84.6159 - val_loss: 24230.9248 - val_mean_absolute_error: 135.7751 Epoch 1593/5000 148/148 [==============================] - 0s 101us/step - loss: 11059.8035 - mean_absolute_error: 84.6035 - val_loss: 24210.9278 - val_mean_absolute_error: 135.7109 Epoch 1594/5000 148/148 [==============================] - 0s 108us/step - loss: 11052.0555 - mean_absolute_error: 84.5831 - val_loss: 24198.4790 - val_mean_absolute_error: 135.6718 Epoch 1595/5000 148/148 [==============================] - 0s 95us/step - loss: 11046.3350 - mean_absolute_error: 84.5316 - val_loss: 24182.5863 - val_mean_absolute_error: 135.6216 Epoch 1596/5000 148/148 [==============================] - 0s 81us/step - loss: 11037.2154 - mean_absolute_error: 84.5134 - val_loss: 24168.6080 - val_mean_absolute_error: 135.5772 Epoch 1597/5000 148/148 [==============================] - 0s 95us/step - loss: 11031.0532 - mean_absolute_error: 84.5032 - val_loss: 24152.6326 - val_mean_absolute_error: 135.5273 Epoch 1598/5000 148/148 [==============================] - 0s 95us/step - loss: 11021.0104 - mean_absolute_error: 84.4509 - val_loss: 24138.1912 - val_mean_absolute_error: 135.4800 Epoch 1599/5000 148/148 [==============================] - 0s 101us/step - loss: 11014.8663 - mean_absolute_error: 84.4306 - val_loss: 24126.4810 - val_mean_absolute_error: 135.4424 Epoch 1600/5000 148/148 [==============================] - 0s 101us/step - loss: 11006.1607 - mean_absolute_error: 84.3925 - val_loss: 24106.4417 - val_mean_absolute_error: 135.3796 Epoch 1601/5000 148/148 [==============================] - 0s 108us/step - loss: 10998.5917 - mean_absolute_error: 84.3519 - val_loss: 24094.8607 - val_mean_absolute_error: 135.3429 Epoch 1602/5000 148/148 [==============================] - 0s 108us/step - loss: 10994.1615 - mean_absolute_error: 84.3471 - val_loss: 24078.0509 - val_mean_absolute_error: 135.2910 Epoch 1603/5000 148/148 [==============================] - 0s 101us/step - loss: 10985.4407 - mean_absolute_error: 84.3090 - val_loss: 24064.1803 - val_mean_absolute_error: 135.2442 Epoch 1604/5000 148/148 [==============================] - 0s 108us/step - loss: 10974.8043 - mean_absolute_error: 84.2233 - val_loss: 24046.0215 - val_mean_absolute_error: 135.1865 Epoch 1605/5000 148/148 [==============================] - 0s 101us/step - loss: 10966.7413 - mean_absolute_error: 84.2135 - val_loss: 24027.4564 - val_mean_absolute_error: 135.1276 Epoch 1606/5000 148/148 [==============================] - 0s 108us/step - loss: 10957.9382 - mean_absolute_error: 84.1455 - val_loss: 24014.9338 - val_mean_absolute_error: 135.0881 Epoch 1607/5000 148/148 [==============================] - 0s 142us/step - loss: 10950.4670 - mean_absolute_error: 84.1513 - val_loss: 23999.2093 - val_mean_absolute_error: 135.0370 Epoch 1608/5000 148/148 [==============================] - 0s 122us/step - loss: 10944.3600 - mean_absolute_error: 84.1089 - val_loss: 23979.3806 - val_mean_absolute_error: 134.9749 Epoch 1609/5000 148/148 [==============================] - 0s 115us/step - loss: 10935.8323 - mean_absolute_error: 84.0697 - val_loss: 23963.5656 - val_mean_absolute_error: 134.9245 Epoch 1610/5000 148/148 [==============================] - 0s 108us/step - loss: 10928.0626 - mean_absolute_error: 84.0823 - val_loss: 23945.6508 - val_mean_absolute_error: 134.8670 Epoch 1611/5000 148/148 [==============================] - 0s 115us/step - loss: 10917.4334 - mean_absolute_error: 84.0112 - val_loss: 23932.4440 - val_mean_absolute_error: 134.8234 Epoch 1612/5000 148/148 [==============================] - 0s 101us/step - loss: 10911.9121 - mean_absolute_error: 83.9501 - val_loss: 23915.1039 - val_mean_absolute_error: 134.7681 Epoch 1613/5000 148/148 [==============================] - 0s 115us/step - loss: 10903.4303 - mean_absolute_error: 83.9022 - val_loss: 23900.0806 - val_mean_absolute_error: 134.7187 Epoch 1614/5000 148/148 [==============================] - 0s 135us/step - loss: 10894.3427 - mean_absolute_error: 83.8423 - val_loss: 23884.2447 - val_mean_absolute_error: 134.6674 Epoch 1615/5000 148/148 [==============================] - 0s 108us/step - loss: 10887.2645 - mean_absolute_error: 83.7684 - val_loss: 23865.4488 - val_mean_absolute_error: 134.6077 Epoch 1616/5000 148/148 [==============================] - 0s 81us/step - loss: 10879.5874 - mean_absolute_error: 83.7420 - val_loss: 23850.8280 - val_mean_absolute_error: 134.5607 Epoch 1617/5000 148/148 [==============================] - 0s 81us/step - loss: 10873.3285 - mean_absolute_error: 83.7281 - val_loss: 23830.8291 - val_mean_absolute_error: 134.4967 Epoch 1618/5000 148/148 [==============================] - 0s 81us/step - loss: 10862.0503 - mean_absolute_error: 83.6678 - val_loss: 23817.2588 - val_mean_absolute_error: 134.4528 Epoch 1619/5000 148/148 [==============================] - 0s 81us/step - loss: 10853.2387 - mean_absolute_error: 83.6248 - val_loss: 23802.5917 - val_mean_absolute_error: 134.4042 Epoch 1620/5000 148/148 [==============================] - 0s 74us/step - loss: 10847.3101 - mean_absolute_error: 83.6018 - val_loss: 23781.7330 - val_mean_absolute_error: 134.3376 Epoch 1621/5000 148/148 [==============================] - 0s 74us/step - loss: 10845.0201 - mean_absolute_error: 83.5590 - val_loss: 23771.8130 - val_mean_absolute_error: 134.3041 Epoch 1622/5000 148/148 [==============================] - 0s 81us/step - loss: 10830.4387 - mean_absolute_error: 83.5228 - val_loss: 23760.3469 - val_mean_absolute_error: 134.2666 Epoch 1623/5000 148/148 [==============================] - 0s 95us/step - loss: 10823.8569 - mean_absolute_error: 83.4780 - val_loss: 23748.0998 - val_mean_absolute_error: 134.2264 Epoch 1624/5000 148/148 [==============================] - 0s 88us/step - loss: 10818.6282 - mean_absolute_error: 83.4751 - val_loss: 23731.6977 - val_mean_absolute_error: 134.1722 Epoch 1625/5000 148/148 [==============================] - 0s 81us/step - loss: 10813.6026 - mean_absolute_error: 83.4096 - val_loss: 23711.3568 - val_mean_absolute_error: 134.1062 Epoch 1626/5000 148/148 [==============================] - 0s 74us/step - loss: 10799.5641 - mean_absolute_error: 83.3820 - val_loss: 23694.6387 - val_mean_absolute_error: 134.0518 Epoch 1627/5000 148/148 [==============================] - 0s 81us/step - loss: 10793.2824 - mean_absolute_error: 83.3552 - val_loss: 23678.4123 - val_mean_absolute_error: 133.9985 Epoch 1628/5000 148/148 [==============================] - 0s 74us/step - loss: 10783.9109 - mean_absolute_error: 83.2732 - val_loss: 23661.3730 - val_mean_absolute_error: 133.9435 Epoch 1629/5000 148/148 [==============================] - 0s 81us/step - loss: 10776.5592 - mean_absolute_error: 83.2458 - val_loss: 23650.1510 - val_mean_absolute_error: 133.9063 Epoch 1630/5000 148/148 [==============================] - 0s 61us/step - loss: 10771.0679 - mean_absolute_error: 83.1980 - val_loss: 23629.1653 - val_mean_absolute_error: 133.8379 Epoch 1631/5000 148/148 [==============================] - 0s 101us/step - loss: 10757.9667 - mean_absolute_error: 83.1957 - val_loss: 23620.1299 - val_mean_absolute_error: 133.8080 Epoch 1632/5000 148/148 [==============================] - 0s 88us/step - loss: 10753.0328 - mean_absolute_error: 83.1539 - val_loss: 23606.2046 - val_mean_absolute_error: 133.7633 Epoch 1633/5000 148/148 [==============================] - 0s 74us/step - loss: 10744.6020 - mean_absolute_error: 83.1670 - val_loss: 23593.8768 - val_mean_absolute_error: 133.7228 Epoch 1634/5000 148/148 [==============================] - 0s 81us/step - loss: 10739.7147 - mean_absolute_error: 83.1235 - val_loss: 23577.4839 - val_mean_absolute_error: 133.6686 Epoch 1635/5000 148/148 [==============================] - 0s 61us/step - loss: 10731.2654 - mean_absolute_error: 83.0990 - val_loss: 23556.1897 - val_mean_absolute_error: 133.5998 Epoch 1636/5000 148/148 [==============================] - 0s 74us/step - loss: 10721.8681 - mean_absolute_error: 83.0560 - val_loss: 23542.9003 - val_mean_absolute_error: 133.5560 Epoch 1637/5000 148/148 [==============================] - 0s 81us/step - loss: 10715.9432 - mean_absolute_error: 83.0297 - val_loss: 23531.6557 - val_mean_absolute_error: 133.5178 Epoch 1638/5000 148/148 [==============================] - 0s 74us/step - loss: 10711.9012 - mean_absolute_error: 83.0165 - val_loss: 23518.0438 - val_mean_absolute_error: 133.4735 Epoch 1639/5000 148/148 [==============================] - 0s 81us/step - loss: 10703.4548 - mean_absolute_error: 82.9491 - val_loss: 23500.3882 - val_mean_absolute_error: 133.4165 Epoch 1640/5000 148/148 [==============================] - 0s 74us/step - loss: 10692.9567 - mean_absolute_error: 82.9583 - val_loss: 23494.5614 - val_mean_absolute_error: 133.3967 Epoch 1641/5000 148/148 [==============================] - 0s 101us/step - loss: 10690.3614 - mean_absolute_error: 82.9204 - val_loss: 23480.4261 - val_mean_absolute_error: 133.3506 Epoch 1642/5000 148/148 [==============================] - 0s 101us/step - loss: 10684.0350 - mean_absolute_error: 82.8837 - val_loss: 23461.1482 - val_mean_absolute_error: 133.2879 Epoch 1643/5000 148/148 [==============================] - 0s 88us/step - loss: 10675.4764 - mean_absolute_error: 82.8517 - val_loss: 23446.8349 - val_mean_absolute_error: 133.2416 Epoch 1644/5000 148/148 [==============================] - 0s 74us/step - loss: 10666.0327 - mean_absolute_error: 82.8597 - val_loss: 23431.8194 - val_mean_absolute_error: 133.1918 Epoch 1645/5000 148/148 [==============================] - 0s 68us/step - loss: 10659.6795 - mean_absolute_error: 82.8207 - val_loss: 23423.4659 - val_mean_absolute_error: 133.1639 Epoch 1646/5000 148/148 [==============================] - 0s 74us/step - loss: 10653.9648 - mean_absolute_error: 82.7650 - val_loss: 23407.2403 - val_mean_absolute_error: 133.1112 Epoch 1647/5000 148/148 [==============================] - 0s 81us/step - loss: 10644.8016 - mean_absolute_error: 82.7788 - val_loss: 23395.3273 - val_mean_absolute_error: 133.0708 Epoch 1648/5000 148/148 [==============================] - 0s 74us/step - loss: 10639.3614 - mean_absolute_error: 82.7465 - val_loss: 23377.9778 - val_mean_absolute_error: 133.0138 Epoch 1649/5000 148/148 [==============================] - 0s 88us/step - loss: 10630.4176 - mean_absolute_error: 82.7046 - val_loss: 23360.7142 - val_mean_absolute_error: 132.9571 Epoch 1650/5000 148/148 [==============================] - 0s 61us/step - loss: 10623.5594 - mean_absolute_error: 82.6672 - val_loss: 23341.4448 - val_mean_absolute_error: 132.8937 Epoch 1651/5000 148/148 [==============================] - 0s 88us/step - loss: 10614.7454 - mean_absolute_error: 82.6342 - val_loss: 23326.3394 - val_mean_absolute_error: 132.8436 Epoch 1652/5000 148/148 [==============================] - 0s 74us/step - loss: 10607.3871 - mean_absolute_error: 82.6153 - val_loss: 23311.7184 - val_mean_absolute_error: 132.7934 Epoch 1653/5000 148/148 [==============================] - 0s 68us/step - loss: 10599.9110 - mean_absolute_error: 82.5673 - val_loss: 23293.3070 - val_mean_absolute_error: 132.7328 Epoch 1654/5000 148/148 [==============================] - 0s 68us/step - loss: 10591.4227 - mean_absolute_error: 82.5286 - val_loss: 23280.6748 - val_mean_absolute_error: 132.6900 Epoch 1655/5000 148/148 [==============================] - 0s 81us/step - loss: 10584.3979 - mean_absolute_error: 82.4529 - val_loss: 23266.5584 - val_mean_absolute_error: 132.6416 Epoch 1656/5000 148/148 [==============================] - 0s 81us/step - loss: 10575.9790 - mean_absolute_error: 82.4135 - val_loss: 23249.7790 - val_mean_absolute_error: 132.5862 Epoch 1657/5000 148/148 [==============================] - 0s 74us/step - loss: 10567.4582 - mean_absolute_error: 82.3859 - val_loss: 23239.9230 - val_mean_absolute_error: 132.5512 Epoch 1658/5000 148/148 [==============================] - 0s 68us/step - loss: 10563.1900 - mean_absolute_error: 82.3317 - val_loss: 23231.0555 - val_mean_absolute_error: 132.5188 Epoch 1659/5000 148/148 [==============================] - 0s 81us/step - loss: 10556.4633 - mean_absolute_error: 82.2758 - val_loss: 23219.9641 - val_mean_absolute_error: 132.4820 Epoch 1660/5000 148/148 [==============================] - 0s 74us/step - loss: 10552.0000 - mean_absolute_error: 82.3035 - val_loss: 23204.8075 - val_mean_absolute_error: 132.4299 Epoch 1661/5000 148/148 [==============================] - 0s 68us/step - loss: 10543.2942 - mean_absolute_error: 82.2205 - val_loss: 23192.1637 - val_mean_absolute_error: 132.3882 Epoch 1662/5000 148/148 [==============================] - 0s 88us/step - loss: 10540.5489 - mean_absolute_error: 82.2072 - val_loss: 23172.9206 - val_mean_absolute_error: 132.3252 Epoch 1663/5000 148/148 [==============================] - 0s 74us/step - loss: 10528.7463 - mean_absolute_error: 82.1428 - val_loss: 23161.6374 - val_mean_absolute_error: 132.2856 Epoch 1664/5000 148/148 [==============================] - 0s 81us/step - loss: 10522.2783 - mean_absolute_error: 82.0748 - val_loss: 23148.7323 - val_mean_absolute_error: 132.2393 Epoch 1665/5000 148/148 [==============================] - 0s 74us/step - loss: 10514.8189 - mean_absolute_error: 82.0442 - val_loss: 23138.2813 - val_mean_absolute_error: 132.2013 Epoch 1666/5000 148/148 [==============================] - 0s 74us/step - loss: 10507.9932 - mean_absolute_error: 81.9995 - val_loss: 23122.1986 - val_mean_absolute_error: 132.1471 Epoch 1667/5000 148/148 [==============================] - 0s 81us/step - loss: 10498.8777 - mean_absolute_error: 81.9294 - val_loss: 23112.8716 - val_mean_absolute_error: 132.1152 Epoch 1668/5000 148/148 [==============================] - 0s 74us/step - loss: 10495.8935 - mean_absolute_error: 81.8979 - val_loss: 23097.5530 - val_mean_absolute_error: 132.0635 Epoch 1669/5000 148/148 [==============================] - 0s 81us/step - loss: 10488.4659 - mean_absolute_error: 81.8492 - val_loss: 23085.0375 - val_mean_absolute_error: 132.0211 Epoch 1670/5000 148/148 [==============================] - 0s 68us/step - loss: 10484.4900 - mean_absolute_error: 81.8025 - val_loss: 23075.1882 - val_mean_absolute_error: 131.9872 Epoch 1671/5000 148/148 [==============================] - 0s 81us/step - loss: 10476.1811 - mean_absolute_error: 81.7523 - val_loss: 23057.0240 - val_mean_absolute_error: 131.9265 Epoch 1672/5000 148/148 [==============================] - 0s 74us/step - loss: 10469.9268 - mean_absolute_error: 81.7092 - val_loss: 23040.2830 - val_mean_absolute_error: 131.8703 Epoch 1673/5000 148/148 [==============================] - 0s 74us/step - loss: 10459.7170 - mean_absolute_error: 81.6780 - val_loss: 23028.5384 - val_mean_absolute_error: 131.8319 Epoch 1674/5000 148/148 [==============================] - 0s 68us/step - loss: 10451.7533 - mean_absolute_error: 81.6859 - val_loss: 23014.4898 - val_mean_absolute_error: 131.7858 Epoch 1675/5000 148/148 [==============================] - 0s 81us/step - loss: 10442.1961 - mean_absolute_error: 81.6996 - val_loss: 23003.3163 - val_mean_absolute_error: 131.7476 Epoch 1676/5000 148/148 [==============================] - 0s 74us/step - loss: 10435.9852 - mean_absolute_error: 81.6698 - val_loss: 22989.2691 - val_mean_absolute_error: 131.6994 Epoch 1677/5000 148/148 [==============================] - 0s 74us/step - loss: 10430.5362 - mean_absolute_error: 81.6270 - val_loss: 22974.0145 - val_mean_absolute_error: 131.6485 Epoch 1678/5000 148/148 [==============================] - 0s 81us/step - loss: 10422.8224 - mean_absolute_error: 81.5919 - val_loss: 22953.2138 - val_mean_absolute_error: 131.5790 Epoch 1679/5000 148/148 [==============================] - 0s 81us/step - loss: 10414.8886 - mean_absolute_error: 81.5512 - val_loss: 22943.2574 - val_mean_absolute_error: 131.5447 Epoch 1680/5000 148/148 [==============================] - 0s 74us/step - loss: 10408.5572 - mean_absolute_error: 81.5433 - val_loss: 22928.9856 - val_mean_absolute_error: 131.4965 Epoch 1681/5000 148/148 [==============================] - 0s 67us/step - loss: 10400.2538 - mean_absolute_error: 81.5001 - val_loss: 22915.8245 - val_mean_absolute_error: 131.4514 Epoch 1682/5000 148/148 [==============================] - 0s 95us/step - loss: 10395.3868 - mean_absolute_error: 81.4436 - val_loss: 22907.2802 - val_mean_absolute_error: 131.4203 Epoch 1683/5000 148/148 [==============================] - 0s 101us/step - loss: 10390.4313 - mean_absolute_error: 81.4114 - val_loss: 22892.1538 - val_mean_absolute_error: 131.3689 Epoch 1684/5000 148/148 [==============================] - 0s 95us/step - loss: 10380.1232 - mean_absolute_error: 81.4229 - val_loss: 22877.5216 - val_mean_absolute_error: 131.3190 Epoch 1685/5000 148/148 [==============================] - 0s 88us/step - loss: 10371.3665 - mean_absolute_error: 81.3916 - val_loss: 22866.5148 - val_mean_absolute_error: 131.2809 Epoch 1686/5000 148/148 [==============================] - 0s 88us/step - loss: 10367.2395 - mean_absolute_error: 81.3334 - val_loss: 22850.5534 - val_mean_absolute_error: 131.2266 Epoch 1687/5000 148/148 [==============================] - 0s 88us/step - loss: 10359.6866 - mean_absolute_error: 81.2993 - val_loss: 22834.5931 - val_mean_absolute_error: 131.1725 Epoch 1688/5000 148/148 [==============================] - 0s 108us/step - loss: 10351.2581 - mean_absolute_error: 81.2898 - val_loss: 22819.5773 - val_mean_absolute_error: 131.1224 Epoch 1689/5000 148/148 [==============================] - 0s 101us/step - loss: 10344.8401 - mean_absolute_error: 81.2664 - val_loss: 22804.3161 - val_mean_absolute_error: 131.0697 Epoch 1690/5000 148/148 [==============================] - 0s 101us/step - loss: 10339.8637 - mean_absolute_error: 81.2219 - val_loss: 22793.4418 - val_mean_absolute_error: 131.0291 Epoch 1691/5000 148/148 [==============================] - 0s 101us/step - loss: 10329.2690 - mean_absolute_error: 81.1403 - val_loss: 22781.8118 - val_mean_absolute_error: 130.9880 Epoch 1692/5000 148/148 [==============================] - 0s 81us/step - loss: 10322.0029 - mean_absolute_error: 81.1100 - val_loss: 22764.2081 - val_mean_absolute_error: 130.9278 Epoch 1693/5000 148/148 [==============================] - 0s 95us/step - loss: 10314.7446 - mean_absolute_error: 81.0820 - val_loss: 22754.3495 - val_mean_absolute_error: 130.8927 Epoch 1694/5000 148/148 [==============================] - 0s 88us/step - loss: 10309.2854 - mean_absolute_error: 81.0187 - val_loss: 22740.0131 - val_mean_absolute_error: 130.8421 Epoch 1695/5000 148/148 [==============================] - 0s 95us/step - loss: 10301.0609 - mean_absolute_error: 80.9996 - val_loss: 22720.3377 - val_mean_absolute_error: 130.7741 Epoch 1696/5000 148/148 [==============================] - 0s 101us/step - loss: 10294.6211 - mean_absolute_error: 80.9489 - val_loss: 22707.5445 - val_mean_absolute_error: 130.7300 Epoch 1697/5000 148/148 [==============================] - 0s 95us/step - loss: 10286.8471 - mean_absolute_error: 80.9046 - val_loss: 22690.2009 - val_mean_absolute_error: 130.6720 Epoch 1698/5000 148/148 [==============================] - 0s 88us/step - loss: 10278.5642 - mean_absolute_error: 80.8635 - val_loss: 22680.1391 - val_mean_absolute_error: 130.6373 Epoch 1699/5000 148/148 [==============================] - 0s 81us/step - loss: 10271.9562 - mean_absolute_error: 80.8588 - val_loss: 22664.5936 - val_mean_absolute_error: 130.5841 Epoch 1700/5000 148/148 [==============================] - 0s 108us/step - loss: 10264.8155 - mean_absolute_error: 80.8241 - val_loss: 22647.4806 - val_mean_absolute_error: 130.5245 Epoch 1701/5000 148/148 [==============================] - 0s 95us/step - loss: 10255.4113 - mean_absolute_error: 80.7393 - val_loss: 22635.8470 - val_mean_absolute_error: 130.4832 Epoch 1702/5000 148/148 [==============================] - 0s 81us/step - loss: 10250.8366 - mean_absolute_error: 80.7056 - val_loss: 22627.2117 - val_mean_absolute_error: 130.4531 Epoch 1703/5000 148/148 [==============================] - 0s 68us/step - loss: 10245.3219 - mean_absolute_error: 80.6844 - val_loss: 22608.5173 - val_mean_absolute_error: 130.3895 Epoch 1704/5000 148/148 [==============================] - 0s 81us/step - loss: 10234.9720 - mean_absolute_error: 80.6740 - val_loss: 22596.1211 - val_mean_absolute_error: 130.3468 Epoch 1705/5000 148/148 [==============================] - 0s 74us/step - loss: 10226.6956 - mean_absolute_error: 80.6261 - val_loss: 22581.1548 - val_mean_absolute_error: 130.2957 Epoch 1706/5000 148/148 [==============================] - 0s 68us/step - loss: 10220.8543 - mean_absolute_error: 80.5996 - val_loss: 22567.7948 - val_mean_absolute_error: 130.2484 Epoch 1707/5000 148/148 [==============================] - 0s 74us/step - loss: 10213.8609 - mean_absolute_error: 80.5488 - val_loss: 22552.1049 - val_mean_absolute_error: 130.1946 Epoch 1708/5000 148/148 [==============================] - 0s 74us/step - loss: 10207.0463 - mean_absolute_error: 80.5225 - val_loss: 22539.8636 - val_mean_absolute_error: 130.1513 Epoch 1709/5000 148/148 [==============================] - 0s 68us/step - loss: 10199.7511 - mean_absolute_error: 80.4831 - val_loss: 22522.8512 - val_mean_absolute_error: 130.0937 Epoch 1710/5000 148/148 [==============================] - 0s 68us/step - loss: 10186.7308 - mean_absolute_error: 80.4908 - val_loss: 22512.2900 - val_mean_absolute_error: 130.0562 Epoch 1711/5000 148/148 [==============================] - 0s 88us/step - loss: 10182.3401 - mean_absolute_error: 80.4597 - val_loss: 22492.7577 - val_mean_absolute_error: 129.9901 Epoch 1712/5000 148/148 [==============================] - 0s 81us/step - loss: 10171.8381 - mean_absolute_error: 80.4641 - val_loss: 22477.4883 - val_mean_absolute_error: 129.9375 Epoch 1713/5000 148/148 [==============================] - 0s 68us/step - loss: 10164.3400 - mean_absolute_error: 80.4346 - val_loss: 22462.5986 - val_mean_absolute_error: 129.8839 Epoch 1714/5000 148/148 [==============================] - 0s 68us/step - loss: 10156.8064 - mean_absolute_error: 80.3890 - val_loss: 22448.0695 - val_mean_absolute_error: 129.8330 Epoch 1715/5000 148/148 [==============================] - 0s 81us/step - loss: 10150.6111 - mean_absolute_error: 80.3714 - val_loss: 22434.6093 - val_mean_absolute_error: 129.7859 Epoch 1716/5000 148/148 [==============================] - 0s 74us/step - loss: 10146.5521 - mean_absolute_error: 80.3366 - val_loss: 22417.0513 - val_mean_absolute_error: 129.7247 Epoch 1717/5000 148/148 [==============================] - 0s 74us/step - loss: 10136.1657 - mean_absolute_error: 80.2842 - val_loss: 22405.6686 - val_mean_absolute_error: 129.6834 Epoch 1718/5000 148/148 [==============================] - 0s 81us/step - loss: 10133.0113 - mean_absolute_error: 80.2422 - val_loss: 22394.1283 - val_mean_absolute_error: 129.6429 Epoch 1719/5000 148/148 [==============================] - 0s 74us/step - loss: 10123.5122 - mean_absolute_error: 80.2251 - val_loss: 22380.9048 - val_mean_absolute_error: 129.5950 Epoch 1720/5000 148/148 [==============================] - 0s 61us/step - loss: 10116.7742 - mean_absolute_error: 80.1615 - val_loss: 22363.8763 - val_mean_absolute_error: 129.5358 Epoch 1721/5000 148/148 [==============================] - 0s 74us/step - loss: 10112.1980 - mean_absolute_error: 80.1002 - val_loss: 22345.0002 - val_mean_absolute_error: 129.4715 Epoch 1722/5000 148/148 [==============================] - 0s 74us/step - loss: 10099.1834 - mean_absolute_error: 80.0617 - val_loss: 22329.9159 - val_mean_absolute_error: 129.4186 Epoch 1723/5000 148/148 [==============================] - 0s 74us/step - loss: 10094.0224 - mean_absolute_error: 80.0274 - val_loss: 22309.2964 - val_mean_absolute_error: 129.3475 Epoch 1724/5000 148/148 [==============================] - 0s 68us/step - loss: 10081.4079 - mean_absolute_error: 80.0199 - val_loss: 22297.7889 - val_mean_absolute_error: 129.3066 Epoch 1725/5000 148/148 [==============================] - 0s 74us/step - loss: 10074.9728 - mean_absolute_error: 79.9692 - val_loss: 22284.6491 - val_mean_absolute_error: 129.2586 Epoch 1726/5000 148/148 [==============================] - 0s 88us/step - loss: 10068.3563 - mean_absolute_error: 79.9393 - val_loss: 22275.5929 - val_mean_absolute_error: 129.2238 Epoch 1727/5000 148/148 [==============================] - 0s 74us/step - loss: 10062.6107 - mean_absolute_error: 79.8934 - val_loss: 22259.0361 - val_mean_absolute_error: 129.1655 Epoch 1728/5000 148/148 [==============================] - 0s 61us/step - loss: 10056.9978 - mean_absolute_error: 79.8575 - val_loss: 22246.5615 - val_mean_absolute_error: 129.1205 Epoch 1729/5000 148/148 [==============================] - 0s 74us/step - loss: 10049.2251 - mean_absolute_error: 79.8260 - val_loss: 22229.8386 - val_mean_absolute_error: 129.0621 Epoch 1730/5000 148/148 [==============================] - 0s 74us/step - loss: 10042.4267 - mean_absolute_error: 79.7899 - val_loss: 22212.6613 - val_mean_absolute_error: 129.0026 Epoch 1731/5000 148/148 [==============================] - 0s 74us/step - loss: 10032.0606 - mean_absolute_error: 79.7890 - val_loss: 22202.2851 - val_mean_absolute_error: 128.9662 Epoch 1732/5000 148/148 [==============================] - 0s 68us/step - loss: 10026.7377 - mean_absolute_error: 79.7512 - val_loss: 22183.6416 - val_mean_absolute_error: 128.9010 Epoch 1733/5000 148/148 [==============================] - 0s 81us/step - loss: 10017.9045 - mean_absolute_error: 79.7145 - val_loss: 22168.3745 - val_mean_absolute_error: 128.8480 Epoch 1734/5000 148/148 [==============================] - 0s 68us/step - loss: 10011.0965 - mean_absolute_error: 79.6853 - val_loss: 22154.0659 - val_mean_absolute_error: 128.7974 Epoch 1735/5000 148/148 [==============================] - 0s 61us/step - loss: 10005.1195 - mean_absolute_error: 79.6457 - val_loss: 22140.5552 - val_mean_absolute_error: 128.7499 Epoch 1736/5000 148/148 [==============================] - 0s 81us/step - loss: 10002.5837 - mean_absolute_error: 79.6343 - val_loss: 22125.2505 - val_mean_absolute_error: 128.6960 Epoch 1737/5000 148/148 [==============================] - 0s 68us/step - loss: 9991.3283 - mean_absolute_error: 79.6136 - val_loss: 22110.3823 - val_mean_absolute_error: 128.6438 Epoch 1738/5000 148/148 [==============================] - 0s 68us/step - loss: 9984.6773 - mean_absolute_error: 79.6140 - val_loss: 22093.4276 - val_mean_absolute_error: 128.5842 Epoch 1739/5000 148/148 [==============================] - 0s 74us/step - loss: 9976.3441 - mean_absolute_error: 79.5862 - val_loss: 22078.8075 - val_mean_absolute_error: 128.5329 Epoch 1740/5000 148/148 [==============================] - 0s 74us/step - loss: 9967.7972 - mean_absolute_error: 79.5909 - val_loss: 22069.7570 - val_mean_absolute_error: 128.4985 Epoch 1741/5000 148/148 [==============================] - 0s 61us/step - loss: 9962.4728 - mean_absolute_error: 79.5578 - val_loss: 22056.5011 - val_mean_absolute_error: 128.4508 Epoch 1742/5000 148/148 [==============================] - 0s 68us/step - loss: 9956.9189 - mean_absolute_error: 79.5116 - val_loss: 22038.4922 - val_mean_absolute_error: 128.3882 Epoch 1743/5000 148/148 [==============================] - 0s 74us/step - loss: 9947.5907 - mean_absolute_error: 79.5287 - val_loss: 22022.1814 - val_mean_absolute_error: 128.3328 Epoch 1744/5000 148/148 [==============================] - 0s 81us/step - loss: 9940.4118 - mean_absolute_error: 79.4686 - val_loss: 22002.9800 - val_mean_absolute_error: 128.2662 Epoch 1745/5000 148/148 [==============================] - 0s 61us/step - loss: 9932.9162 - mean_absolute_error: 79.4888 - val_loss: 21986.3861 - val_mean_absolute_error: 128.2069 Epoch 1746/5000 148/148 [==============================] - 0s 74us/step - loss: 9925.5356 - mean_absolute_error: 79.4462 - val_loss: 21971.8331 - val_mean_absolute_error: 128.1549 Epoch 1747/5000 148/148 [==============================] - 0s 81us/step - loss: 9918.6462 - mean_absolute_error: 79.4016 - val_loss: 21958.5995 - val_mean_absolute_error: 128.1071 Epoch 1748/5000 148/148 [==============================] - 0s 61us/step - loss: 9911.3309 - mean_absolute_error: 79.3539 - val_loss: 21949.0897 - val_mean_absolute_error: 128.0717 Epoch 1749/5000 148/148 [==============================] - 0s 68us/step - loss: 9905.1931 - mean_absolute_error: 79.2820 - val_loss: 21933.9152 - val_mean_absolute_error: 128.0171 Epoch 1750/5000 148/148 [==============================] - 0s 81us/step - loss: 9898.5696 - mean_absolute_error: 79.2341 - val_loss: 21925.6246 - val_mean_absolute_error: 127.9839 Epoch 1751/5000 148/148 [==============================] - 0s 81us/step - loss: 9894.2910 - mean_absolute_error: 79.1904 - val_loss: 21910.0719 - val_mean_absolute_error: 127.9268 Epoch 1752/5000 148/148 [==============================] - 0s 74us/step - loss: 9885.5523 - mean_absolute_error: 79.1191 - val_loss: 21895.4137 - val_mean_absolute_error: 127.8730 Epoch 1753/5000 148/148 [==============================] - 0s 68us/step - loss: 9878.4871 - mean_absolute_error: 79.0858 - val_loss: 21878.9502 - val_mean_absolute_error: 127.8138 Epoch 1754/5000 148/148 [==============================] - 0s 81us/step - loss: 9867.6176 - mean_absolute_error: 79.0261 - val_loss: 21862.8748 - val_mean_absolute_error: 127.7549 Epoch 1755/5000 148/148 [==============================] - 0s 74us/step - loss: 9861.0030 - mean_absolute_error: 78.9451 - val_loss: 21845.7272 - val_mean_absolute_error: 127.6932 Epoch 1756/5000 148/148 [==============================] - 0s 68us/step - loss: 9853.6692 - mean_absolute_error: 78.9010 - val_loss: 21830.5275 - val_mean_absolute_error: 127.6382 Epoch 1757/5000 148/148 [==============================] - 0s 74us/step - loss: 9845.9924 - mean_absolute_error: 78.8457 - val_loss: 21821.1696 - val_mean_absolute_error: 127.6021 Epoch 1758/5000 148/148 [==============================] - 0s 88us/step - loss: 9841.7043 - mean_absolute_error: 78.8265 - val_loss: 21812.0286 - val_mean_absolute_error: 127.5644 Epoch 1759/5000 148/148 [==============================] - 0s 74us/step - loss: 9834.2744 - mean_absolute_error: 78.7744 - val_loss: 21796.8284 - val_mean_absolute_error: 127.5103 Epoch 1760/5000 148/148 [==============================] - 0s 68us/step - loss: 9825.7480 - mean_absolute_error: 78.7421 - val_loss: 21780.1802 - val_mean_absolute_error: 127.4497 Epoch 1761/5000 148/148 [==============================] - 0s 81us/step - loss: 9818.0348 - mean_absolute_error: 78.6961 - val_loss: 21775.9690 - val_mean_absolute_error: 127.4301 Epoch 1762/5000 148/148 [==============================] - 0s 88us/step - loss: 9812.5048 - mean_absolute_error: 78.6673 - val_loss: 21764.6939 - val_mean_absolute_error: 127.3882 Epoch 1763/5000 148/148 [==============================] - 0s 68us/step - loss: 9805.9333 - mean_absolute_error: 78.6041 - val_loss: 21753.9738 - val_mean_absolute_error: 127.3488 Epoch 1764/5000 148/148 [==============================] - 0s 68us/step - loss: 9799.6652 - mean_absolute_error: 78.5911 - val_loss: 21737.6291 - val_mean_absolute_error: 127.2881 Epoch 1765/5000 148/148 [==============================] - 0s 74us/step - loss: 9793.6556 - mean_absolute_error: 78.5212 - val_loss: 21723.9113 - val_mean_absolute_error: 127.2368 Epoch 1766/5000 148/148 [==============================] - 0s 95us/step - loss: 9788.9042 - mean_absolute_error: 78.4884 - val_loss: 21712.7527 - val_mean_absolute_error: 127.1946 Epoch 1767/5000 148/148 [==============================] - 0s 88us/step - loss: 9779.3076 - mean_absolute_error: 78.4286 - val_loss: 21696.0123 - val_mean_absolute_error: 127.1354 Epoch 1768/5000 148/148 [==============================] - 0s 88us/step - loss: 9770.5372 - mean_absolute_error: 78.4337 - val_loss: 21679.9329 - val_mean_absolute_error: 127.0792 Epoch 1769/5000 148/148 [==============================] - 0s 81us/step - loss: 9764.8281 - mean_absolute_error: 78.3810 - val_loss: 21667.6227 - val_mean_absolute_error: 127.0352 Epoch 1770/5000 148/148 [==============================] - 0s 68us/step - loss: 9758.0867 - mean_absolute_error: 78.3777 - val_loss: 21656.0618 - val_mean_absolute_error: 126.9924 Epoch 1771/5000 148/148 [==============================] - 0s 88us/step - loss: 9752.5274 - mean_absolute_error: 78.3232 - val_loss: 21643.7070 - val_mean_absolute_error: 126.9469 Epoch 1772/5000 148/148 [==============================] - 0s 81us/step - loss: 9745.2136 - mean_absolute_error: 78.2974 - val_loss: 21630.8235 - val_mean_absolute_error: 126.8978 Epoch 1773/5000 148/148 [==============================] - 0s 61us/step - loss: 9737.8092 - mean_absolute_error: 78.2434 - val_loss: 21614.5369 - val_mean_absolute_error: 126.8384 Epoch 1774/5000 148/148 [==============================] - 0s 74us/step - loss: 9730.0063 - mean_absolute_error: 78.2132 - val_loss: 21596.1786 - val_mean_absolute_error: 126.7717 Epoch 1775/5000 148/148 [==============================] - 0s 81us/step - loss: 9725.7258 - mean_absolute_error: 78.1973 - val_loss: 21579.1150 - val_mean_absolute_error: 126.7091 Epoch 1776/5000 148/148 [==============================] - 0s 74us/step - loss: 9715.6395 - mean_absolute_error: 78.1308 - val_loss: 21569.0386 - val_mean_absolute_error: 126.6711 Epoch 1777/5000 148/148 [==============================] - 0s 61us/step - loss: 9707.7596 - mean_absolute_error: 78.0919 - val_loss: 21557.1581 - val_mean_absolute_error: 126.6262 Epoch 1778/5000 148/148 [==============================] - 0s 74us/step - loss: 9702.1779 - mean_absolute_error: 78.0309 - val_loss: 21542.4695 - val_mean_absolute_error: 126.5724 Epoch 1779/5000 148/148 [==============================] - 0s 88us/step - loss: 9695.1386 - mean_absolute_error: 78.0124 - val_loss: 21531.8379 - val_mean_absolute_error: 126.5321 Epoch 1780/5000 148/148 [==============================] - 0s 74us/step - loss: 9688.9908 - mean_absolute_error: 77.9454 - val_loss: 21513.6098 - val_mean_absolute_error: 126.4655 Epoch 1781/5000 148/148 [==============================] - 0s 74us/step - loss: 9680.6410 - mean_absolute_error: 77.9017 - val_loss: 21502.8199 - val_mean_absolute_error: 126.4244 Epoch 1782/5000 148/148 [==============================] - 0s 74us/step - loss: 9674.7150 - mean_absolute_error: 77.8715 - val_loss: 21489.3973 - val_mean_absolute_error: 126.3748 Epoch 1783/5000 148/148 [==============================] - 0s 95us/step - loss: 9664.9016 - mean_absolute_error: 77.8452 - val_loss: 21478.0094 - val_mean_absolute_error: 126.3326 Epoch 1784/5000 148/148 [==============================] - 0s 74us/step - loss: 9660.8013 - mean_absolute_error: 77.8104 - val_loss: 21468.0842 - val_mean_absolute_error: 126.2942 Epoch 1785/5000 148/148 [==============================] - 0s 68us/step - loss: 9652.3227 - mean_absolute_error: 77.7475 - val_loss: 21454.3795 - val_mean_absolute_error: 126.2464 Epoch 1786/5000 148/148 [==============================] - 0s 68us/step - loss: 9648.3310 - mean_absolute_error: 77.7375 - val_loss: 21438.3945 - val_mean_absolute_error: 126.1882 Epoch 1787/5000 148/148 [==============================] - 0s 81us/step - loss: 9639.7687 - mean_absolute_error: 77.6954 - val_loss: 21423.6232 - val_mean_absolute_error: 126.1339 Epoch 1788/5000 148/148 [==============================] - 0s 74us/step - loss: 9632.1908 - mean_absolute_error: 77.6687 - val_loss: 21408.4521 - val_mean_absolute_error: 126.0775 Epoch 1789/5000 148/148 [==============================] - 0s 68us/step - loss: 9624.1385 - mean_absolute_error: 77.6152 - val_loss: 21392.6073 - val_mean_absolute_error: 126.0180 Epoch 1790/5000 148/148 [==============================] - 0s 81us/step - loss: 9618.6295 - mean_absolute_error: 77.5471 - val_loss: 21381.9281 - val_mean_absolute_error: 125.9795 Epoch 1791/5000 148/148 [==============================] - 0s 81us/step - loss: 9609.6479 - mean_absolute_error: 77.5365 - val_loss: 21369.0501 - val_mean_absolute_error: 125.9322 Epoch 1792/5000 148/148 [==============================] - 0s 81us/step - loss: 9603.5155 - mean_absolute_error: 77.4968 - val_loss: 21357.5412 - val_mean_absolute_error: 125.8881 Epoch 1793/5000 148/148 [==============================] - 0s 68us/step - loss: 9594.9447 - mean_absolute_error: 77.4627 - val_loss: 21344.2710 - val_mean_absolute_error: 125.8347 Epoch 1794/5000 148/148 [==============================] - 0s 81us/step - loss: 9591.3861 - mean_absolute_error: 77.4258 - val_loss: 21331.4009 - val_mean_absolute_error: 125.7867 Epoch 1795/5000 148/148 [==============================] - 0s 81us/step - loss: 9582.7524 - mean_absolute_error: 77.3498 - val_loss: 21315.2041 - val_mean_absolute_error: 125.7280 Epoch 1796/5000 148/148 [==============================] - 0s 74us/step - loss: 9576.2005 - mean_absolute_error: 77.3043 - val_loss: 21300.3557 - val_mean_absolute_error: 125.6754 Epoch 1797/5000 148/148 [==============================] - 0s 74us/step - loss: 9567.1529 - mean_absolute_error: 77.3145 - val_loss: 21289.2713 - val_mean_absolute_error: 125.6346 Epoch 1798/5000 148/148 [==============================] - 0s 68us/step - loss: 9562.4354 - mean_absolute_error: 77.2692 - val_loss: 21280.5299 - val_mean_absolute_error: 125.6019 Epoch 1799/5000 148/148 [==============================] - 0s 81us/step - loss: 9556.2818 - mean_absolute_error: 77.2249 - val_loss: 21267.7589 - val_mean_absolute_error: 125.5543 Epoch 1800/5000 148/148 [==============================] - 0s 74us/step - loss: 9550.1849 - mean_absolute_error: 77.1810 - val_loss: 21258.8954 - val_mean_absolute_error: 125.5223 Epoch 1801/5000 148/148 [==============================] - 0s 74us/step - loss: 9543.5909 - mean_absolute_error: 77.1533 - val_loss: 21244.5118 - val_mean_absolute_error: 125.4705 Epoch 1802/5000 148/148 [==============================] - 0s 74us/step - loss: 9536.9872 - mean_absolute_error: 77.1346 - val_loss: 21232.0645 - val_mean_absolute_error: 125.4233 Epoch 1803/5000 148/148 [==============================] - 0s 81us/step - loss: 9529.9093 - mean_absolute_error: 77.0765 - val_loss: 21216.4196 - val_mean_absolute_error: 125.3662 Epoch 1804/5000 148/148 [==============================] - 0s 74us/step - loss: 9522.8547 - mean_absolute_error: 77.0057 - val_loss: 21200.1865 - val_mean_absolute_error: 125.3084 Epoch 1805/5000 148/148 [==============================] - 0s 74us/step - loss: 9514.0061 - mean_absolute_error: 76.9772 - val_loss: 21184.4464 - val_mean_absolute_error: 125.2530 Epoch 1806/5000 148/148 [==============================] - 0s 68us/step - loss: 9509.7158 - mean_absolute_error: 76.9383 - val_loss: 21171.3409 - val_mean_absolute_error: 125.2099 Epoch 1807/5000 148/148 [==============================] - 0s 74us/step - loss: 9500.2776 - mean_absolute_error: 76.9013 - val_loss: 21161.5877 - val_mean_absolute_error: 125.1763 Epoch 1808/5000 148/148 [==============================] - 0s 81us/step - loss: 9496.2836 - mean_absolute_error: 76.8807 - val_loss: 21150.3398 - val_mean_absolute_error: 125.1359 Epoch 1809/5000 148/148 [==============================] - 0s 68us/step - loss: 9489.7096 - mean_absolute_error: 76.8342 - val_loss: 21133.4780 - val_mean_absolute_error: 125.0776 Epoch 1810/5000 148/148 [==============================] - 0s 74us/step - loss: 9480.6815 - mean_absolute_error: 76.7770 - val_loss: 21121.1586 - val_mean_absolute_error: 125.0347 Epoch 1811/5000 148/148 [==============================] - 0s 81us/step - loss: 9474.7281 - mean_absolute_error: 76.7470 - val_loss: 21106.8777 - val_mean_absolute_error: 124.9857 Epoch 1812/5000 148/148 [==============================] - 0s 61us/step - loss: 9466.2737 - mean_absolute_error: 76.7205 - val_loss: 21098.1888 - val_mean_absolute_error: 124.9524 Epoch 1813/5000 148/148 [==============================] - 0s 74us/step - loss: 9463.0426 - mean_absolute_error: 76.7189 - val_loss: 21086.8046 - val_mean_absolute_error: 124.9115 Epoch 1814/5000 148/148 [==============================] - 0s 74us/step - loss: 9457.0744 - mean_absolute_error: 76.6719 - val_loss: 21071.2641 - val_mean_absolute_error: 124.8583 Epoch 1815/5000 148/148 [==============================] - 0s 68us/step - loss: 9447.8040 - mean_absolute_error: 76.6322 - val_loss: 21055.4202 - val_mean_absolute_error: 124.8037 Epoch 1816/5000 148/148 [==============================] - 0s 61us/step - loss: 9438.3407 - mean_absolute_error: 76.5685 - val_loss: 21040.2999 - val_mean_absolute_error: 124.7512 Epoch 1817/5000 148/148 [==============================] - 0s 74us/step - loss: 9435.3191 - mean_absolute_error: 76.5376 - val_loss: 21024.5225 - val_mean_absolute_error: 124.6954 Epoch 1818/5000 148/148 [==============================] - 0s 74us/step - loss: 9425.4871 - mean_absolute_error: 76.4901 - val_loss: 21011.2427 - val_mean_absolute_error: 124.6492 Epoch 1819/5000 148/148 [==============================] - 0s 61us/step - loss: 9418.8114 - mean_absolute_error: 76.4808 - val_loss: 20997.2722 - val_mean_absolute_error: 124.6007 Epoch 1820/5000 148/148 [==============================] - 0s 68us/step - loss: 9411.6479 - mean_absolute_error: 76.4478 - val_loss: 20984.8537 - val_mean_absolute_error: 124.5546 Epoch 1821/5000 148/148 [==============================] - 0s 88us/step - loss: 9403.9478 - mean_absolute_error: 76.3678 - val_loss: 20971.7553 - val_mean_absolute_error: 124.5094 Epoch 1822/5000 148/148 [==============================] - 0s 74us/step - loss: 9398.9693 - mean_absolute_error: 76.3530 - val_loss: 20961.4798 - val_mean_absolute_error: 124.4740 Epoch 1823/5000 148/148 [==============================] - 0s 61us/step - loss: 9390.1798 - mean_absolute_error: 76.3150 - val_loss: 20949.7682 - val_mean_absolute_error: 124.4298 Epoch 1824/5000 148/148 [==============================] - 0s 74us/step - loss: 9383.2725 - mean_absolute_error: 76.2745 - val_loss: 20936.2752 - val_mean_absolute_error: 124.3838 Epoch 1825/5000 148/148 [==============================] - 0s 74us/step - loss: 9376.5370 - mean_absolute_error: 76.2227 - val_loss: 20921.6870 - val_mean_absolute_error: 124.3343 Epoch 1826/5000 148/148 [==============================] - 0s 88us/step - loss: 9369.8577 - mean_absolute_error: 76.1943 - val_loss: 20912.4095 - val_mean_absolute_error: 124.3045 Epoch 1827/5000 148/148 [==============================] - 0s 68us/step - loss: 9363.2323 - mean_absolute_error: 76.1630 - val_loss: 20902.6570 - val_mean_absolute_error: 124.2732 Epoch 1828/5000 148/148 [==============================] - 0s 81us/step - loss: 9358.0913 - mean_absolute_error: 76.1179 - val_loss: 20892.4528 - val_mean_absolute_error: 124.2386 Epoch 1829/5000 148/148 [==============================] - 0s 74us/step - loss: 9351.3283 - mean_absolute_error: 76.1531 - val_loss: 20877.7213 - val_mean_absolute_error: 124.1879 Epoch 1830/5000 148/148 [==============================] - 0s 61us/step - loss: 9344.2669 - mean_absolute_error: 76.1002 - val_loss: 20864.9601 - val_mean_absolute_error: 124.1429 Epoch 1831/5000 148/148 [==============================] - 0s 74us/step - loss: 9338.2890 - mean_absolute_error: 76.0675 - val_loss: 20859.2453 - val_mean_absolute_error: 124.1237 Epoch 1832/5000 148/148 [==============================] - 0s 74us/step - loss: 9334.2486 - mean_absolute_error: 76.0227 - val_loss: 20846.4898 - val_mean_absolute_error: 124.0805 Epoch 1833/5000 148/148 [==============================] - 0s 68us/step - loss: 9329.0665 - mean_absolute_error: 75.9898 - val_loss: 20834.0402 - val_mean_absolute_error: 124.0383 Epoch 1834/5000 148/148 [==============================] - 0s 68us/step - loss: 9323.1013 - mean_absolute_error: 75.9867 - val_loss: 20823.2344 - val_mean_absolute_error: 124.0048 Epoch 1835/5000 148/148 [==============================] - 0s 81us/step - loss: 9316.3427 - mean_absolute_error: 75.9275 - val_loss: 20810.7395 - val_mean_absolute_error: 123.9601 Epoch 1836/5000 148/148 [==============================] - 0s 74us/step - loss: 9309.5267 - mean_absolute_error: 75.8951 - val_loss: 20802.1815 - val_mean_absolute_error: 123.9291 Epoch 1837/5000 148/148 [==============================] - 0s 68us/step - loss: 9302.3568 - mean_absolute_error: 75.8471 - val_loss: 20785.1321 - val_mean_absolute_error: 123.8703 Epoch 1838/5000 148/148 [==============================] - 0s 74us/step - loss: 9296.2817 - mean_absolute_error: 75.8150 - val_loss: 20778.3713 - val_mean_absolute_error: 123.8482 Epoch 1839/5000 148/148 [==============================] - 0s 74us/step - loss: 9289.9364 - mean_absolute_error: 75.7789 - val_loss: 20765.4001 - val_mean_absolute_error: 123.8052 Epoch 1840/5000 148/148 [==============================] - 0s 88us/step - loss: 9283.4262 - mean_absolute_error: 75.7279 - val_loss: 20750.2818 - val_mean_absolute_error: 123.7529 Epoch 1841/5000 148/148 [==============================] - 0s 61us/step - loss: 9278.5526 - mean_absolute_error: 75.7044 - val_loss: 20738.7959 - val_mean_absolute_error: 123.7172 Epoch 1842/5000 148/148 [==============================] - 0s 88us/step - loss: 9271.3889 - mean_absolute_error: 75.7123 - val_loss: 20724.5873 - val_mean_absolute_error: 123.6653 Epoch 1843/5000 148/148 [==============================] - 0s 74us/step - loss: 9264.3438 - mean_absolute_error: 75.6344 - val_loss: 20712.3092 - val_mean_absolute_error: 123.6232 Epoch 1844/5000 148/148 [==============================] - 0s 74us/step - loss: 9256.2558 - mean_absolute_error: 75.5614 - val_loss: 20702.2094 - val_mean_absolute_error: 123.5887 Epoch 1845/5000 148/148 [==============================] - 0s 68us/step - loss: 9252.6699 - mean_absolute_error: 75.5476 - val_loss: 20684.3030 - val_mean_absolute_error: 123.5265 Epoch 1846/5000 148/148 [==============================] - 0s 74us/step - loss: 9242.1432 - mean_absolute_error: 75.5093 - val_loss: 20670.7980 - val_mean_absolute_error: 123.4804 Epoch 1847/5000 148/148 [==============================] - 0s 74us/step - loss: 9235.5150 - mean_absolute_error: 75.4855 - val_loss: 20659.5238 - val_mean_absolute_error: 123.4425 Epoch 1848/5000 148/148 [==============================] - 0s 74us/step - loss: 9230.4179 - mean_absolute_error: 75.4740 - val_loss: 20642.6152 - val_mean_absolute_error: 123.3851 Epoch 1849/5000 148/148 [==============================] - 0s 61us/step - loss: 9221.2625 - mean_absolute_error: 75.4545 - val_loss: 20631.1022 - val_mean_absolute_error: 123.3459 Epoch 1850/5000 148/148 [==============================] - 0s 74us/step - loss: 9214.7440 - mean_absolute_error: 75.3680 - val_loss: 20620.3133 - val_mean_absolute_error: 123.3089 Epoch 1851/5000 148/148 [==============================] - 0s 74us/step - loss: 9210.2131 - mean_absolute_error: 75.3597 - val_loss: 20607.4501 - val_mean_absolute_error: 123.2641 Epoch 1852/5000 148/148 [==============================] - 0s 74us/step - loss: 9201.6143 - mean_absolute_error: 75.3131 - val_loss: 20595.8679 - val_mean_absolute_error: 123.2258 Epoch 1853/5000 148/148 [==============================] - 0s 68us/step - loss: 9195.3563 - mean_absolute_error: 75.2843 - val_loss: 20577.7538 - val_mean_absolute_error: 123.1638 Epoch 1854/5000 148/148 [==============================] - 0s 81us/step - loss: 9189.8993 - mean_absolute_error: 75.2090 - val_loss: 20568.3930 - val_mean_absolute_error: 123.1287 Epoch 1855/5000 148/148 [==============================] - 0s 61us/step - loss: 9184.6978 - mean_absolute_error: 75.1639 - val_loss: 20553.8376 - val_mean_absolute_error: 123.0786 Epoch 1856/5000 148/148 [==============================] - 0s 68us/step - loss: 9174.9591 - mean_absolute_error: 75.1446 - val_loss: 20544.0659 - val_mean_absolute_error: 123.0447 Epoch 1857/5000 148/148 [==============================] - 0s 81us/step - loss: 9170.2978 - mean_absolute_error: 75.1354 - val_loss: 20530.9333 - val_mean_absolute_error: 122.9968 Epoch 1858/5000 148/148 [==============================] - 0s 74us/step - loss: 9165.0800 - mean_absolute_error: 75.0770 - val_loss: 20519.0752 - val_mean_absolute_error: 122.9549 Epoch 1859/5000 148/148 [==============================] - 0s 68us/step - loss: 9158.1400 - mean_absolute_error: 75.0126 - val_loss: 20504.2208 - val_mean_absolute_error: 122.9031 Epoch 1860/5000 148/148 [==============================] - 0s 68us/step - loss: 9152.7526 - mean_absolute_error: 74.9933 - val_loss: 20491.3731 - val_mean_absolute_error: 122.8585 Epoch 1861/5000 148/148 [==============================] - 0s 88us/step - loss: 9144.7830 - mean_absolute_error: 74.9585 - val_loss: 20479.6152 - val_mean_absolute_error: 122.8211 Epoch 1862/5000 148/148 [==============================] - 0s 74us/step - loss: 9140.4150 - mean_absolute_error: 74.9574 - val_loss: 20462.1522 - val_mean_absolute_error: 122.7638 Epoch 1863/5000 148/148 [==============================] - 0s 61us/step - loss: 9130.0407 - mean_absolute_error: 74.9293 - val_loss: 20449.2738 - val_mean_absolute_error: 122.7195 Epoch 1864/5000 148/148 [==============================] - 0s 74us/step - loss: 9126.9218 - mean_absolute_error: 74.9332 - val_loss: 20440.8376 - val_mean_absolute_error: 122.6918 Epoch 1865/5000 148/148 [==============================] - 0s 74us/step - loss: 9118.9110 - mean_absolute_error: 74.8873 - val_loss: 20426.4602 - val_mean_absolute_error: 122.6423 Epoch 1866/5000 148/148 [==============================] - 0s 68us/step - loss: 9112.2582 - mean_absolute_error: 74.8322 - val_loss: 20412.5157 - val_mean_absolute_error: 122.5943 Epoch 1867/5000 148/148 [==============================] - 0s 74us/step - loss: 9105.6408 - mean_absolute_error: 74.8165 - val_loss: 20396.7675 - val_mean_absolute_error: 122.5403 Epoch 1868/5000 148/148 [==============================] - 0s 81us/step - loss: 9101.7360 - mean_absolute_error: 74.8029 - val_loss: 20384.6415 - val_mean_absolute_error: 122.5006 Epoch 1869/5000 148/148 [==============================] - 0s 74us/step - loss: 9094.2892 - mean_absolute_error: 74.7576 - val_loss: 20377.2845 - val_mean_absolute_error: 122.4780 Epoch 1870/5000 148/148 [==============================] - 0s 68us/step - loss: 9086.3236 - mean_absolute_error: 74.7219 - val_loss: 20362.6237 - val_mean_absolute_error: 122.4267 Epoch 1871/5000 148/148 [==============================] - 0s 74us/step - loss: 9084.3491 - mean_absolute_error: 74.7150 - val_loss: 20348.6969 - val_mean_absolute_error: 122.3804 Epoch 1872/5000 148/148 [==============================] - 0s 74us/step - loss: 9073.3801 - mean_absolute_error: 74.6540 - val_loss: 20339.7984 - val_mean_absolute_error: 122.3514 Epoch 1873/5000 148/148 [==============================] - 0s 74us/step - loss: 9068.9379 - mean_absolute_error: 74.6239 - val_loss: 20332.4813 - val_mean_absolute_error: 122.3249 Epoch 1874/5000 148/148 [==============================] - 0s 68us/step - loss: 9066.0901 - mean_absolute_error: 74.5836 - val_loss: 20317.6971 - val_mean_absolute_error: 122.2732 Epoch 1875/5000 148/148 [==============================] - 0s 88us/step - loss: 9060.6097 - mean_absolute_error: 74.5389 - val_loss: 20307.3330 - val_mean_absolute_error: 122.2362 Epoch 1876/5000 148/148 [==============================] - 0s 68us/step - loss: 9050.7682 - mean_absolute_error: 74.5027 - val_loss: 20296.0873 - val_mean_absolute_error: 122.1988 Epoch 1877/5000 148/148 [==============================] - 0s 81us/step - loss: 9045.6441 - mean_absolute_error: 74.4485 - val_loss: 20279.4167 - val_mean_absolute_error: 122.1437 Epoch 1878/5000 148/148 [==============================] - 0s 74us/step - loss: 9039.1924 - mean_absolute_error: 74.4198 - val_loss: 20268.2095 - val_mean_absolute_error: 122.1031 Epoch 1879/5000 148/148 [==============================] - 0s 74us/step - loss: 9031.7248 - mean_absolute_error: 74.3826 - val_loss: 20263.3880 - val_mean_absolute_error: 122.0845 Epoch 1880/5000 148/148 [==============================] - 0s 95us/step - loss: 9027.7371 - mean_absolute_error: 74.3272 - val_loss: 20255.6565 - val_mean_absolute_error: 122.0569 Epoch 1881/5000 148/148 [==============================] - 0s 88us/step - loss: 9024.6664 - mean_absolute_error: 74.2970 - val_loss: 20238.3262 - val_mean_absolute_error: 121.9983 Epoch 1882/5000 148/148 [==============================] - 0s 88us/step - loss: 9014.0188 - mean_absolute_error: 74.3066 - val_loss: 20224.5593 - val_mean_absolute_error: 121.9501 Epoch 1883/5000 148/148 [==============================] - 0s 88us/step - loss: 9007.7462 - mean_absolute_error: 74.2889 - val_loss: 20213.1639 - val_mean_absolute_error: 121.9094 Epoch 1884/5000 148/148 [==============================] - 0s 81us/step - loss: 9003.1539 - mean_absolute_error: 74.2457 - val_loss: 20203.2500 - val_mean_absolute_error: 121.8764 Epoch 1885/5000 148/148 [==============================] - 0s 81us/step - loss: 8996.8780 - mean_absolute_error: 74.1931 - val_loss: 20187.9728 - val_mean_absolute_error: 121.8209 Epoch 1886/5000 148/148 [==============================] - 0s 81us/step - loss: 8990.0018 - mean_absolute_error: 74.1247 - val_loss: 20179.4282 - val_mean_absolute_error: 121.7935 Epoch 1887/5000 148/148 [==============================] - 0s 68us/step - loss: 8984.4410 - mean_absolute_error: 74.1008 - val_loss: 20165.5977 - val_mean_absolute_error: 121.7441 Epoch 1888/5000 148/148 [==============================] - 0s 74us/step - loss: 8978.1245 - mean_absolute_error: 74.0828 - val_loss: 20152.2230 - val_mean_absolute_error: 121.6999 Epoch 1889/5000 148/148 [==============================] - 0s 88us/step - loss: 8970.7191 - mean_absolute_error: 74.0288 - val_loss: 20137.3019 - val_mean_absolute_error: 121.6463 Epoch 1890/5000 148/148 [==============================] - 0s 74us/step - loss: 8964.9785 - mean_absolute_error: 74.0184 - val_loss: 20124.9036 - val_mean_absolute_error: 121.6031 Epoch 1891/5000 148/148 [==============================] - 0s 68us/step - loss: 8959.1245 - mean_absolute_error: 73.9942 - val_loss: 20115.0407 - val_mean_absolute_error: 121.5695 Epoch 1892/5000 148/148 [==============================] - 0s 74us/step - loss: 8955.3964 - mean_absolute_error: 73.9783 - val_loss: 20101.4212 - val_mean_absolute_error: 121.5208 Epoch 1893/5000 148/148 [==============================] - 0s 81us/step - loss: 8948.6478 - mean_absolute_error: 73.9339 - val_loss: 20090.6148 - val_mean_absolute_error: 121.4878 Epoch 1894/5000 148/148 [==============================] - 0s 81us/step - loss: 8940.9432 - mean_absolute_error: 73.8800 - val_loss: 20074.4167 - val_mean_absolute_error: 121.4287 Epoch 1895/5000 148/148 [==============================] - 0s 74us/step - loss: 8937.2823 - mean_absolute_error: 73.8353 - val_loss: 20062.3503 - val_mean_absolute_error: 121.3835 Epoch 1896/5000 148/148 [==============================] - 0s 81us/step - loss: 8927.3632 - mean_absolute_error: 73.7477 - val_loss: 20057.7105 - val_mean_absolute_error: 121.3659 Epoch 1897/5000 148/148 [==============================] - 0s 81us/step - loss: 8924.3657 - mean_absolute_error: 73.7021 - val_loss: 20045.7281 - val_mean_absolute_error: 121.3254 Epoch 1898/5000 148/148 [==============================] - 0s 81us/step - loss: 8916.0186 - mean_absolute_error: 73.7042 - val_loss: 20033.1113 - val_mean_absolute_error: 121.2796 Epoch 1899/5000 148/148 [==============================] - 0s 81us/step - loss: 8909.2913 - mean_absolute_error: 73.6563 - val_loss: 20026.4972 - val_mean_absolute_error: 121.2611 Epoch 1900/5000 148/148 [==============================] - 0s 95us/step - loss: 8905.7816 - mean_absolute_error: 73.6392 - val_loss: 20014.3310 - val_mean_absolute_error: 121.2224 Epoch 1901/5000 148/148 [==============================] - 0s 81us/step - loss: 8900.8007 - mean_absolute_error: 73.6143 - val_loss: 20004.4323 - val_mean_absolute_error: 121.1857 Epoch 1902/5000 148/148 [==============================] - 0s 81us/step - loss: 8895.5457 - mean_absolute_error: 73.5622 - val_loss: 19997.1059 - val_mean_absolute_error: 121.1587 Epoch 1903/5000 148/148 [==============================] - 0s 74us/step - loss: 8890.9742 - mean_absolute_error: 73.5328 - val_loss: 19985.7174 - val_mean_absolute_error: 121.1159 Epoch 1904/5000 148/148 [==============================] - 0s 81us/step - loss: 8887.1076 - mean_absolute_error: 73.5140 - val_loss: 19973.1594 - val_mean_absolute_error: 121.0741 Epoch 1905/5000 148/148 [==============================] - 0s 74us/step - loss: 8879.4236 - mean_absolute_error: 73.4475 - val_loss: 19956.7144 - val_mean_absolute_error: 121.0156 Epoch 1906/5000 148/148 [==============================] - 0s 68us/step - loss: 8873.5909 - mean_absolute_error: 73.4134 - val_loss: 19939.3851 - val_mean_absolute_error: 120.9568 Epoch 1907/5000 148/148 [==============================] - 0s 74us/step - loss: 8862.5134 - mean_absolute_error: 73.4168 - val_loss: 19925.4542 - val_mean_absolute_error: 120.9068 Epoch 1908/5000 148/148 [==============================] - 0s 74us/step - loss: 8856.4974 - mean_absolute_error: 73.3913 - val_loss: 19918.8316 - val_mean_absolute_error: 120.8813 Epoch 1909/5000 148/148 [==============================] - 0s 68us/step - loss: 8853.7956 - mean_absolute_error: 73.3520 - val_loss: 19904.0228 - val_mean_absolute_error: 120.8288 Epoch 1910/5000 148/148 [==============================] - 0s 81us/step - loss: 8844.3476 - mean_absolute_error: 73.3153 - val_loss: 19892.5098 - val_mean_absolute_error: 120.7876 Epoch 1911/5000 148/148 [==============================] - 0s 81us/step - loss: 8841.0482 - mean_absolute_error: 73.2670 - val_loss: 19879.2274 - val_mean_absolute_error: 120.7472 Epoch 1912/5000 148/148 [==============================] - 0s 74us/step - loss: 8831.7209 - mean_absolute_error: 73.2684 - val_loss: 19868.5573 - val_mean_absolute_error: 120.7073 Epoch 1913/5000 148/148 [==============================] - 0s 81us/step - loss: 8826.5688 - mean_absolute_error: 73.2400 - val_loss: 19857.0588 - val_mean_absolute_error: 120.6644 Epoch 1914/5000 148/148 [==============================] - 0s 74us/step - loss: 8821.1291 - mean_absolute_error: 73.2130 - val_loss: 19844.7726 - val_mean_absolute_error: 120.6191 Epoch 1915/5000 148/148 [==============================] - 0s 81us/step - loss: 8814.6636 - mean_absolute_error: 73.1625 - val_loss: 19835.8060 - val_mean_absolute_error: 120.5840 Epoch 1916/5000 148/148 [==============================] - 0s 81us/step - loss: 8811.9426 - mean_absolute_error: 73.1398 - val_loss: 19824.3398 - val_mean_absolute_error: 120.5407 Epoch 1917/5000 148/148 [==============================] - 0s 81us/step - loss: 8804.9118 - mean_absolute_error: 73.0956 - val_loss: 19812.3544 - val_mean_absolute_error: 120.4989 Epoch 1918/5000 148/148 [==============================] - 0s 74us/step - loss: 8798.3463 - mean_absolute_error: 73.0792 - val_loss: 19803.1246 - val_mean_absolute_error: 120.4651 Epoch 1919/5000 148/148 [==============================] - 0s 81us/step - loss: 8794.4857 - mean_absolute_error: 73.0156 - val_loss: 19786.7420 - val_mean_absolute_error: 120.4053 Epoch 1920/5000 148/148 [==============================] - 0s 74us/step - loss: 8787.2694 - mean_absolute_error: 72.9547 - val_loss: 19778.7866 - val_mean_absolute_error: 120.3763 Epoch 1921/5000 148/148 [==============================] - 0s 81us/step - loss: 8783.5113 - mean_absolute_error: 72.9222 - val_loss: 19762.3051 - val_mean_absolute_error: 120.3169 Epoch 1922/5000 148/148 [==============================] - 0s 95us/step - loss: 8773.6694 - mean_absolute_error: 72.8678 - val_loss: 19753.8864 - val_mean_absolute_error: 120.2887 Epoch 1923/5000 148/148 [==============================] - 0s 68us/step - loss: 8771.0502 - mean_absolute_error: 72.8650 - val_loss: 19742.9620 - val_mean_absolute_error: 120.2487 Epoch 1924/5000 148/148 [==============================] - 0s 74us/step - loss: 8764.2339 - mean_absolute_error: 72.8051 - val_loss: 19733.1539 - val_mean_absolute_error: 120.2159 Epoch 1925/5000 148/148 [==============================] - 0s 81us/step - loss: 8758.4673 - mean_absolute_error: 72.7941 - val_loss: 19725.7745 - val_mean_absolute_error: 120.1945 Epoch 1926/5000 148/148 [==============================] - 0s 61us/step - loss: 8753.7483 - mean_absolute_error: 72.7608 - val_loss: 19710.3544 - val_mean_absolute_error: 120.1408 Epoch 1927/5000 148/148 [==============================] - 0s 74us/step - loss: 8745.3863 - mean_absolute_error: 72.7319 - val_loss: 19706.3390 - val_mean_absolute_error: 120.1273 Epoch 1928/5000 148/148 [==============================] - 0s 81us/step - loss: 8742.4070 - mean_absolute_error: 72.6864 - val_loss: 19699.2551 - val_mean_absolute_error: 120.1040 Epoch 1929/5000 148/148 [==============================] - 0s 74us/step - loss: 8738.7597 - mean_absolute_error: 72.6699 - val_loss: 19687.2912 - val_mean_absolute_error: 120.0691 Epoch 1930/5000 148/148 [==============================] - 0s 74us/step - loss: 8733.3277 - mean_absolute_error: 72.6408 - val_loss: 19674.8866 - val_mean_absolute_error: 120.0273 Epoch 1931/5000 148/148 [==============================] - 0s 74us/step - loss: 8724.0449 - mean_absolute_error: 72.5782 - val_loss: 19662.0210 - val_mean_absolute_error: 119.9811 Epoch 1932/5000 148/148 [==============================] - 0s 88us/step - loss: 8718.9569 - mean_absolute_error: 72.5591 - val_loss: 19649.9570 - val_mean_absolute_error: 119.9396 Epoch 1933/5000 148/148 [==============================] - 0s 101us/step - loss: 8710.7235 - mean_absolute_error: 72.4926 - val_loss: 19636.5416 - val_mean_absolute_error: 119.8946 Epoch 1934/5000 148/148 [==============================] - 0s 81us/step - loss: 8706.0951 - mean_absolute_error: 72.4688 - val_loss: 19622.9773 - val_mean_absolute_error: 119.8461 Epoch 1935/5000 148/148 [==============================] - 0s 81us/step - loss: 8700.9118 - mean_absolute_error: 72.4634 - val_loss: 19615.0065 - val_mean_absolute_error: 119.8162 Epoch 1936/5000 148/148 [==============================] - 0s 74us/step - loss: 8695.5543 - mean_absolute_error: 72.3915 - val_loss: 19603.6452 - val_mean_absolute_error: 119.7732 Epoch 1937/5000 148/148 [==============================] - 0s 81us/step - loss: 8690.9133 - mean_absolute_error: 72.3464 - val_loss: 19593.3881 - val_mean_absolute_error: 119.7349 Epoch 1938/5000 148/148 [==============================] - 0s 88us/step - loss: 8685.0467 - mean_absolute_error: 72.3174 - val_loss: 19579.2833 - val_mean_absolute_error: 119.6856 Epoch 1939/5000 148/148 [==============================] - 0s 108us/step - loss: 8677.4839 - mean_absolute_error: 72.2665 - val_loss: 19563.0502 - val_mean_absolute_error: 119.6286 Epoch 1940/5000 148/148 [==============================] - 0s 95us/step - loss: 8671.1477 - mean_absolute_error: 72.2413 - val_loss: 19555.2153 - val_mean_absolute_error: 119.6005 Epoch 1941/5000 148/148 [==============================] - 0s 74us/step - loss: 8666.9798 - mean_absolute_error: 72.1836 - val_loss: 19539.7343 - val_mean_absolute_error: 119.5475 Epoch 1942/5000 148/148 [==============================] - 0s 95us/step - loss: 8660.5850 - mean_absolute_error: 72.1533 - val_loss: 19534.5705 - val_mean_absolute_error: 119.5262 Epoch 1943/5000 148/148 [==============================] - 0s 81us/step - loss: 8657.4221 - mean_absolute_error: 72.1032 - val_loss: 19520.5612 - val_mean_absolute_error: 119.4757 Epoch 1944/5000 148/148 [==============================] - 0s 101us/step - loss: 8649.1287 - mean_absolute_error: 72.0678 - val_loss: 19507.6925 - val_mean_absolute_error: 119.4296 Epoch 1945/5000 148/148 [==============================] - 0s 81us/step - loss: 8647.3457 - mean_absolute_error: 72.0113 - val_loss: 19495.9534 - val_mean_absolute_error: 119.3891 Epoch 1946/5000 148/148 [==============================] - 0s 81us/step - loss: 8638.9861 - mean_absolute_error: 71.9887 - val_loss: 19484.4502 - val_mean_absolute_error: 119.3490 Epoch 1947/5000 148/148 [==============================] - 0s 95us/step - loss: 8636.0143 - mean_absolute_error: 71.9657 - val_loss: 19479.7181 - val_mean_absolute_error: 119.3387 Epoch 1948/5000 148/148 [==============================] - 0s 95us/step - loss: 8631.8230 - mean_absolute_error: 71.9111 - val_loss: 19470.5240 - val_mean_absolute_error: 119.3066 Epoch 1949/5000 148/148 [==============================] - 0s 95us/step - loss: 8626.6649 - mean_absolute_error: 71.8719 - val_loss: 19461.1630 - val_mean_absolute_error: 119.2770 Epoch 1950/5000 148/148 [==============================] - 0s 81us/step - loss: 8620.5844 - mean_absolute_error: 71.8529 - val_loss: 19452.0721 - val_mean_absolute_error: 119.2488 Epoch 1951/5000 148/148 [==============================] - 0s 88us/step - loss: 8613.8308 - mean_absolute_error: 71.8467 - val_loss: 19437.7316 - val_mean_absolute_error: 119.1991 Epoch 1952/5000 148/148 [==============================] - 0s 74us/step - loss: 8611.0626 - mean_absolute_error: 71.8501 - val_loss: 19432.4463 - val_mean_absolute_error: 119.1812 Epoch 1953/5000 148/148 [==============================] - 0s 81us/step - loss: 8603.5321 - mean_absolute_error: 71.7670 - val_loss: 19416.9412 - val_mean_absolute_error: 119.1303 Epoch 1954/5000 148/148 [==============================] - 0s 88us/step - loss: 8596.1087 - mean_absolute_error: 71.7758 - val_loss: 19404.8015 - val_mean_absolute_error: 119.0895 Epoch 1955/5000 148/148 [==============================] - 0s 74us/step - loss: 8589.8776 - mean_absolute_error: 71.7450 - val_loss: 19395.6533 - val_mean_absolute_error: 119.0611 Epoch 1956/5000 148/148 [==============================] - 0s 74us/step - loss: 8583.6236 - mean_absolute_error: 71.7196 - val_loss: 19387.7616 - val_mean_absolute_error: 119.0383 Epoch 1957/5000 148/148 [==============================] - 0s 74us/step - loss: 8577.6145 - mean_absolute_error: 71.6837 - val_loss: 19374.8465 - val_mean_absolute_error: 118.9921 Epoch 1958/5000 148/148 [==============================] - 0s 68us/step - loss: 8575.2609 - mean_absolute_error: 71.6617 - val_loss: 19361.5563 - val_mean_absolute_error: 118.9464 Epoch 1959/5000 148/148 [==============================] - 0s 74us/step - loss: 8567.0053 - mean_absolute_error: 71.6035 - val_loss: 19354.8114 - val_mean_absolute_error: 118.9306 Epoch 1960/5000 148/148 [==============================] - 0s 74us/step - loss: 8561.4523 - mean_absolute_error: 71.5758 - val_loss: 19341.9159 - val_mean_absolute_error: 118.8853 Epoch 1961/5000 148/148 [==============================] - 0s 68us/step - loss: 8555.2001 - mean_absolute_error: 71.5573 - val_loss: 19330.3885 - val_mean_absolute_error: 118.8447 Epoch 1962/5000 148/148 [==============================] - 0s 68us/step - loss: 8552.9573 - mean_absolute_error: 71.5347 - val_loss: 19322.7125 - val_mean_absolute_error: 118.8191 Epoch 1963/5000 148/148 [==============================] - 0s 68us/step - loss: 8546.3618 - mean_absolute_error: 71.5140 - val_loss: 19308.8930 - val_mean_absolute_error: 118.7686 Epoch 1964/5000 148/148 [==============================] - 0s 74us/step - loss: 8537.9470 - mean_absolute_error: 71.4418 - val_loss: 19301.7436 - val_mean_absolute_error: 118.7473 Epoch 1965/5000 148/148 [==============================] - 0s 74us/step - loss: 8532.7703 - mean_absolute_error: 71.4613 - val_loss: 19294.7107 - val_mean_absolute_error: 118.7199 Epoch 1966/5000 148/148 [==============================] - 0s 61us/step - loss: 8528.1402 - mean_absolute_error: 71.3994 - val_loss: 19283.7201 - val_mean_absolute_error: 118.6772 Epoch 1967/5000 148/148 [==============================] - 0s 68us/step - loss: 8522.9711 - mean_absolute_error: 71.3440 - val_loss: 19269.1309 - val_mean_absolute_error: 118.6260 Epoch 1968/5000 148/148 [==============================] - 0s 61us/step - loss: 8517.7527 - mean_absolute_error: 71.3111 - val_loss: 19257.5987 - val_mean_absolute_error: 118.5869 Epoch 1969/5000 148/148 [==============================] - 0s 74us/step - loss: 8512.0744 - mean_absolute_error: 71.2848 - val_loss: 19242.8023 - val_mean_absolute_error: 118.5395 Epoch 1970/5000 148/148 [==============================] - 0s 74us/step - loss: 8501.6094 - mean_absolute_error: 71.2881 - val_loss: 19232.2582 - val_mean_absolute_error: 118.5099 Epoch 1971/5000 148/148 [==============================] - 0s 108us/step - loss: 8495.7780 - mean_absolute_error: 71.2428 - val_loss: 19221.9023 - val_mean_absolute_error: 118.4714 Epoch 1972/5000 148/148 [==============================] - 0s 88us/step - loss: 8489.8488 - mean_absolute_error: 71.2077 - val_loss: 19207.1036 - val_mean_absolute_error: 118.4188 Epoch 1973/5000 148/148 [==============================] - 0s 81us/step - loss: 8484.1272 - mean_absolute_error: 71.1906 - val_loss: 19194.8479 - val_mean_absolute_error: 118.3790 Epoch 1974/5000 148/148 [==============================] - 0s 74us/step - loss: 8477.9114 - mean_absolute_error: 71.1795 - val_loss: 19184.1894 - val_mean_absolute_error: 118.3431 Epoch 1975/5000 148/148 [==============================] - 0s 81us/step - loss: 8471.9743 - mean_absolute_error: 71.1757 - val_loss: 19174.4927 - val_mean_absolute_error: 118.3118 Epoch 1976/5000 148/148 [==============================] - 0s 88us/step - loss: 8466.2189 - mean_absolute_error: 71.1462 - val_loss: 19165.6550 - val_mean_absolute_error: 118.2836 Epoch 1977/5000 148/148 [==============================] - 0s 81us/step - loss: 8461.5336 - mean_absolute_error: 71.0859 - val_loss: 19153.5709 - val_mean_absolute_error: 118.2424 Epoch 1978/5000 148/148 [==============================] - 0s 74us/step - loss: 8456.6240 - mean_absolute_error: 71.0668 - val_loss: 19139.7920 - val_mean_absolute_error: 118.1948 Epoch 1979/5000 148/148 [==============================] - 0s 81us/step - loss: 8452.7045 - mean_absolute_error: 71.0318 - val_loss: 19130.9586 - val_mean_absolute_error: 118.1652 Epoch 1980/5000 148/148 [==============================] - 0s 81us/step - loss: 8444.0974 - mean_absolute_error: 70.9825 - val_loss: 19117.8124 - val_mean_absolute_error: 118.1200 Epoch 1981/5000 148/148 [==============================] - 0s 74us/step - loss: 8441.0580 - mean_absolute_error: 70.9631 - val_loss: 19107.2687 - val_mean_absolute_error: 118.0810 Epoch 1982/5000 148/148 [==============================] - 0s 74us/step - loss: 8431.3888 - mean_absolute_error: 70.9118 - val_loss: 19092.3691 - val_mean_absolute_error: 118.0277 Epoch 1983/5000 148/148 [==============================] - 0s 68us/step - loss: 8427.3646 - mean_absolute_error: 70.8597 - val_loss: 19085.9644 - val_mean_absolute_error: 118.0068 Epoch 1984/5000 148/148 [==============================] - 0s 61us/step - loss: 8421.5274 - mean_absolute_error: 70.8129 - val_loss: 19074.5711 - val_mean_absolute_error: 117.9679 Epoch 1985/5000 148/148 [==============================] - 0s 61us/step - loss: 8413.6981 - mean_absolute_error: 70.8194 - val_loss: 19063.4378 - val_mean_absolute_error: 117.9299 Epoch 1986/5000 148/148 [==============================] - 0s 68us/step - loss: 8406.6942 - mean_absolute_error: 70.7677 - val_loss: 19052.0706 - val_mean_absolute_error: 117.8954 Epoch 1987/5000 148/148 [==============================] - 0s 68us/step - loss: 8402.4005 - mean_absolute_error: 70.7318 - val_loss: 19038.5398 - val_mean_absolute_error: 117.8475 Epoch 1988/5000 148/148 [==============================] - 0s 68us/step - loss: 8395.3366 - mean_absolute_error: 70.6886 - val_loss: 19024.4288 - val_mean_absolute_error: 117.8038 Epoch 1989/5000 148/148 [==============================] - 0s 61us/step - loss: 8390.6810 - mean_absolute_error: 70.6774 - val_loss: 19014.3778 - val_mean_absolute_error: 117.7730 Epoch 1990/5000 148/148 [==============================] - 0s 74us/step - loss: 8383.6302 - mean_absolute_error: 70.6597 - val_loss: 19003.1172 - val_mean_absolute_error: 117.7367 Epoch 1991/5000 148/148 [==============================] - 0s 61us/step - loss: 8376.6459 - mean_absolute_error: 70.6597 - val_loss: 18986.9084 - val_mean_absolute_error: 117.6819 Epoch 1992/5000 148/148 [==============================] - 0s 74us/step - loss: 8369.0690 - mean_absolute_error: 70.6125 - val_loss: 18974.7640 - val_mean_absolute_error: 117.6347 Epoch 1993/5000 148/148 [==============================] - 0s 74us/step - loss: 8365.6784 - mean_absolute_error: 70.5599 - val_loss: 18963.0905 - val_mean_absolute_error: 117.5936 Epoch 1994/5000 148/148 [==============================] - 0s 74us/step - loss: 8360.3651 - mean_absolute_error: 70.5638 - val_loss: 18949.4025 - val_mean_absolute_error: 117.5464 Epoch 1995/5000 148/148 [==============================] - 0s 61us/step - loss: 8352.8391 - mean_absolute_error: 70.5497 - val_loss: 18939.4192 - val_mean_absolute_error: 117.5125 Epoch 1996/5000 148/148 [==============================] - 0s 68us/step - loss: 8348.2264 - mean_absolute_error: 70.5262 - val_loss: 18926.4571 - val_mean_absolute_error: 117.4650 Epoch 1997/5000 148/148 [==============================] - 0s 68us/step - loss: 8340.5435 - mean_absolute_error: 70.4873 - val_loss: 18920.4675 - val_mean_absolute_error: 117.4487 Epoch 1998/5000 148/148 [==============================] - 0s 61us/step - loss: 8335.7395 - mean_absolute_error: 70.4676 - val_loss: 18906.0307 - val_mean_absolute_error: 117.3966 Epoch 1999/5000 148/148 [==============================] - 0s 81us/step - loss: 8332.7268 - mean_absolute_error: 70.4321 - val_loss: 18901.9820 - val_mean_absolute_error: 117.3846 Epoch 2000/5000 148/148 [==============================] - 0s 68us/step - loss: 8326.2323 - mean_absolute_error: 70.3863 - val_loss: 18893.2682 - val_mean_absolute_error: 117.3573 Epoch 2001/5000 148/148 [==============================] - 0s 61us/step - loss: 8323.6517 - mean_absolute_error: 70.3916 - val_loss: 18880.0601 - val_mean_absolute_error: 117.3130 Epoch 2002/5000 148/148 [==============================] - 0s 74us/step - loss: 8316.6395 - mean_absolute_error: 70.3850 - val_loss: 18869.8416 - val_mean_absolute_error: 117.2799 Epoch 2003/5000 148/148 [==============================] - 0s 68us/step - loss: 8309.9741 - mean_absolute_error: 70.3926 - val_loss: 18859.5007 - val_mean_absolute_error: 117.2460 Epoch 2004/5000 148/148 [==============================] - 0s 74us/step - loss: 8306.2938 - mean_absolute_error: 70.3843 - val_loss: 18853.5646 - val_mean_absolute_error: 117.2228 Epoch 2005/5000 148/148 [==============================] - 0s 61us/step - loss: 8300.3753 - mean_absolute_error: 70.3324 - val_loss: 18842.6170 - val_mean_absolute_error: 117.1823 Epoch 2006/5000 148/148 [==============================] - 0s 68us/step - loss: 8295.7508 - mean_absolute_error: 70.3126 - val_loss: 18828.5513 - val_mean_absolute_error: 117.1318 Epoch 2007/5000 148/148 [==============================] - 0s 68us/step - loss: 8289.8903 - mean_absolute_error: 70.2580 - val_loss: 18818.1177 - val_mean_absolute_error: 117.0960 Epoch 2008/5000 148/148 [==============================] - 0s 68us/step - loss: 8283.9759 - mean_absolute_error: 70.2270 - val_loss: 18809.5226 - val_mean_absolute_error: 117.0725 Epoch 2009/5000 148/148 [==============================] - 0s 61us/step - loss: 8277.5829 - mean_absolute_error: 70.2073 - val_loss: 18798.7059 - val_mean_absolute_error: 117.0354 Epoch 2010/5000 148/148 [==============================] - 0s 61us/step - loss: 8271.3619 - mean_absolute_error: 70.1725 - val_loss: 18784.4707 - val_mean_absolute_error: 116.9879 Epoch 2011/5000 148/148 [==============================] - 0s 68us/step - loss: 8265.1788 - mean_absolute_error: 70.1303 - val_loss: 18771.0667 - val_mean_absolute_error: 116.9406 Epoch 2012/5000 148/148 [==============================] - 0s 74us/step - loss: 8261.8060 - mean_absolute_error: 70.1591 - val_loss: 18761.1001 - val_mean_absolute_error: 116.9074 Epoch 2013/5000 148/148 [==============================] - 0s 61us/step - loss: 8253.3495 - mean_absolute_error: 70.0648 - val_loss: 18749.9845 - val_mean_absolute_error: 116.8697 Epoch 2014/5000 148/148 [==============================] - 0s 74us/step - loss: 8249.5641 - mean_absolute_error: 70.0227 - val_loss: 18734.8205 - val_mean_absolute_error: 116.8143 Epoch 2015/5000 148/148 [==============================] - 0s 68us/step - loss: 8242.9331 - mean_absolute_error: 70.0208 - val_loss: 18728.8677 - val_mean_absolute_error: 116.7941 Epoch 2016/5000 148/148 [==============================] - 0s 68us/step - loss: 8236.9880 - mean_absolute_error: 69.9487 - val_loss: 18721.6322 - val_mean_absolute_error: 116.7708 Epoch 2017/5000 148/148 [==============================] - 0s 68us/step - loss: 8232.3657 - mean_absolute_error: 69.9236 - val_loss: 18712.9509 - val_mean_absolute_error: 116.7459 Epoch 2018/5000 148/148 [==============================] - 0s 61us/step - loss: 8226.6727 - mean_absolute_error: 69.8743 - val_loss: 18697.9080 - val_mean_absolute_error: 116.6946 Epoch 2019/5000 148/148 [==============================] - 0s 74us/step - loss: 8221.1387 - mean_absolute_error: 69.8787 - val_loss: 18692.4031 - val_mean_absolute_error: 116.6767 Epoch 2020/5000 148/148 [==============================] - 0s 74us/step - loss: 8217.9976 - mean_absolute_error: 69.8380 - val_loss: 18682.3793 - val_mean_absolute_error: 116.6401 Epoch 2021/5000 148/148 [==============================] - 0s 68us/step - loss: 8213.7631 - mean_absolute_error: 69.8133 - val_loss: 18670.6075 - val_mean_absolute_error: 116.5956 Epoch 2022/5000 148/148 [==============================] - 0s 61us/step - loss: 8208.1324 - mean_absolute_error: 69.7671 - val_loss: 18657.6849 - val_mean_absolute_error: 116.5537 Epoch 2023/5000 148/148 [==============================] - 0s 74us/step - loss: 8205.5956 - mean_absolute_error: 69.7160 - val_loss: 18648.3457 - val_mean_absolute_error: 116.5184 Epoch 2024/5000 148/148 [==============================] - 0s 68us/step - loss: 8198.7448 - mean_absolute_error: 69.6744 - val_loss: 18642.0309 - val_mean_absolute_error: 116.4941 Epoch 2025/5000 148/148 [==============================] - 0s 68us/step - loss: 8195.5763 - mean_absolute_error: 69.6526 - val_loss: 18631.8483 - val_mean_absolute_error: 116.4555 Epoch 2026/5000 148/148 [==============================] - 0s 68us/step - loss: 8191.2208 - mean_absolute_error: 69.6237 - val_loss: 18618.8695 - val_mean_absolute_error: 116.4080 Epoch 2027/5000 148/148 [==============================] - 0s 81us/step - loss: 8183.7532 - mean_absolute_error: 69.5817 - val_loss: 18605.8448 - val_mean_absolute_error: 116.3634 Epoch 2028/5000 148/148 [==============================] - 0s 68us/step - loss: 8177.0564 - mean_absolute_error: 69.5530 - val_loss: 18594.0071 - val_mean_absolute_error: 116.3208 Epoch 2029/5000 148/148 [==============================] - 0s 81us/step - loss: 8175.6698 - mean_absolute_error: 69.5256 - val_loss: 18585.3193 - val_mean_absolute_error: 116.2901 Epoch 2030/5000 148/148 [==============================] - 0s 81us/step - loss: 8170.2965 - mean_absolute_error: 69.4745 - val_loss: 18574.1423 - val_mean_absolute_error: 116.2465 Epoch 2031/5000 148/148 [==============================] - 0s 74us/step - loss: 8164.6401 - mean_absolute_error: 69.4465 - val_loss: 18566.2657 - val_mean_absolute_error: 116.2237 Epoch 2032/5000 148/148 [==============================] - 0s 74us/step - loss: 8156.5438 - mean_absolute_error: 69.3970 - val_loss: 18557.2525 - val_mean_absolute_error: 116.1908 Epoch 2033/5000 148/148 [==============================] - 0s 61us/step - loss: 8153.3228 - mean_absolute_error: 69.4171 - val_loss: 18543.2225 - val_mean_absolute_error: 116.1384 Epoch 2034/5000 148/148 [==============================] - 0s 74us/step - loss: 8146.3290 - mean_absolute_error: 69.3678 - val_loss: 18535.2877 - val_mean_absolute_error: 116.1100 Epoch 2035/5000 148/148 [==============================] - 0s 74us/step - loss: 8144.6671 - mean_absolute_error: 69.3410 - val_loss: 18526.0945 - val_mean_absolute_error: 116.0727 Epoch 2036/5000 148/148 [==============================] - 0s 68us/step - loss: 8137.4576 - mean_absolute_error: 69.2676 - val_loss: 18517.4897 - val_mean_absolute_error: 116.0413 Epoch 2037/5000 148/148 [==============================] - 0s 74us/step - loss: 8132.2885 - mean_absolute_error: 69.2517 - val_loss: 18506.3288 - val_mean_absolute_error: 116.0002 Epoch 2038/5000 148/148 [==============================] - 0s 74us/step - loss: 8128.5575 - mean_absolute_error: 69.2459 - val_loss: 18493.8917 - val_mean_absolute_error: 115.9552 Epoch 2039/5000 148/148 [==============================] - 0s 68us/step - loss: 8124.6218 - mean_absolute_error: 69.1892 - val_loss: 18479.7909 - val_mean_absolute_error: 115.9033 Epoch 2040/5000 148/148 [==============================] - 0s 68us/step - loss: 8117.5315 - mean_absolute_error: 69.1541 - val_loss: 18473.8302 - val_mean_absolute_error: 115.8809 Epoch 2041/5000 148/148 [==============================] - 0s 68us/step - loss: 8112.2859 - mean_absolute_error: 69.1163 - val_loss: 18458.5000 - val_mean_absolute_error: 115.8239 Epoch 2042/5000 148/148 [==============================] - 0s 74us/step - loss: 8106.0909 - mean_absolute_error: 69.0928 - val_loss: 18448.1159 - val_mean_absolute_error: 115.7897 Epoch 2043/5000 148/148 [==============================] - 0s 68us/step - loss: 8100.9318 - mean_absolute_error: 69.0669 - val_loss: 18436.8506 - val_mean_absolute_error: 115.7520 Epoch 2044/5000 148/148 [==============================] - 0s 74us/step - loss: 8100.4593 - mean_absolute_error: 69.0359 - val_loss: 18427.5173 - val_mean_absolute_error: 115.7192 Epoch 2045/5000 148/148 [==============================] - 0s 68us/step - loss: 8089.9232 - mean_absolute_error: 69.0027 - val_loss: 18417.3009 - val_mean_absolute_error: 115.6845 Epoch 2046/5000 148/148 [==============================] - 0s 68us/step - loss: 8086.1676 - mean_absolute_error: 69.0067 - val_loss: 18405.4190 - val_mean_absolute_error: 115.6458 Epoch 2047/5000 148/148 [==============================] - 0s 74us/step - loss: 8077.8353 - mean_absolute_error: 68.9606 - val_loss: 18394.6307 - val_mean_absolute_error: 115.6068 Epoch 2048/5000 148/148 [==============================] - 0s 68us/step - loss: 8072.7944 - mean_absolute_error: 68.9348 - val_loss: 18380.9887 - val_mean_absolute_error: 115.5638 Epoch 2049/5000 148/148 [==============================] - 0s 61us/step - loss: 8067.4198 - mean_absolute_error: 68.9085 - val_loss: 18370.5595 - val_mean_absolute_error: 115.5258 Epoch 2050/5000 148/148 [==============================] - 0s 68us/step - loss: 8067.6621 - mean_absolute_error: 68.8787 - val_loss: 18357.2438 - val_mean_absolute_error: 115.4760 Epoch 2051/5000 148/148 [==============================] - 0s 68us/step - loss: 8058.0263 - mean_absolute_error: 68.8268 - val_loss: 18347.9150 - val_mean_absolute_error: 115.4434 Epoch 2052/5000 148/148 [==============================] - 0s 61us/step - loss: 8054.9029 - mean_absolute_error: 68.8135 - val_loss: 18336.6515 - val_mean_absolute_error: 115.4080 Epoch 2053/5000 148/148 [==============================] - 0s 68us/step - loss: 8048.6587 - mean_absolute_error: 68.7827 - val_loss: 18326.4973 - val_mean_absolute_error: 115.3686 Epoch 2054/5000 148/148 [==============================] - 0s 68us/step - loss: 8042.3535 - mean_absolute_error: 68.7604 - val_loss: 18320.3550 - val_mean_absolute_error: 115.3453 Epoch 2055/5000 148/148 [==============================] - 0s 68us/step - loss: 8037.9398 - mean_absolute_error: 68.7334 - val_loss: 18310.8259 - val_mean_absolute_error: 115.3102 Epoch 2056/5000 148/148 [==============================] - 0s 61us/step - loss: 8034.6581 - mean_absolute_error: 68.7247 - val_loss: 18296.2409 - val_mean_absolute_error: 115.2569 Epoch 2057/5000 148/148 [==============================] - 0s 74us/step - loss: 8025.3656 - mean_absolute_error: 68.7358 - val_loss: 18286.3277 - val_mean_absolute_error: 115.2207 Epoch 2058/5000 148/148 [==============================] - 0s 68us/step - loss: 8020.0859 - mean_absolute_error: 68.7000 - val_loss: 18270.7054 - val_mean_absolute_error: 115.1664 Epoch 2059/5000 148/148 [==============================] - 0s 74us/step - loss: 8013.7171 - mean_absolute_error: 68.7409 - val_loss: 18262.7232 - val_mean_absolute_error: 115.1382 Epoch 2060/5000 148/148 [==============================] - 0s 68us/step - loss: 8009.0637 - mean_absolute_error: 68.7076 - val_loss: 18255.2681 - val_mean_absolute_error: 115.1086 Epoch 2061/5000 148/148 [==============================] - 0s 74us/step - loss: 8005.0013 - mean_absolute_error: 68.6690 - val_loss: 18244.3043 - val_mean_absolute_error: 115.0739 Epoch 2062/5000 148/148 [==============================] - 0s 61us/step - loss: 7999.2107 - mean_absolute_error: 68.6483 - val_loss: 18234.4652 - val_mean_absolute_error: 115.0349 Epoch 2063/5000 148/148 [==============================] - 0s 74us/step - loss: 7996.5880 - mean_absolute_error: 68.6455 - val_loss: 18225.4010 - val_mean_absolute_error: 114.9988 Epoch 2064/5000 148/148 [==============================] - 0s 74us/step - loss: 7990.5941 - mean_absolute_error: 68.6097 - val_loss: 18216.1667 - val_mean_absolute_error: 114.9639 Epoch 2065/5000 148/148 [==============================] - 0s 74us/step - loss: 7987.8662 - mean_absolute_error: 68.5924 - val_loss: 18206.5413 - val_mean_absolute_error: 114.9306 Epoch 2066/5000 148/148 [==============================] - 0s 74us/step - loss: 7984.4799 - mean_absolute_error: 68.5677 - val_loss: 18193.1911 - val_mean_absolute_error: 114.8841 Epoch 2067/5000 148/148 [==============================] - 0s 61us/step - loss: 7978.7163 - mean_absolute_error: 68.5475 - val_loss: 18184.8048 - val_mean_absolute_error: 114.8534 Epoch 2068/5000 148/148 [==============================] - 0s 74us/step - loss: 7974.4790 - mean_absolute_error: 68.4711 - val_loss: 18171.8912 - val_mean_absolute_error: 114.8041 Epoch 2069/5000 148/148 [==============================] - 0s 68us/step - loss: 7970.5875 - mean_absolute_error: 68.4812 - val_loss: 18157.7876 - val_mean_absolute_error: 114.7493 Epoch 2070/5000 148/148 [==============================] - 0s 68us/step - loss: 7969.0839 - mean_absolute_error: 68.4150 - val_loss: 18148.0027 - val_mean_absolute_error: 114.7201 Epoch 2071/5000 148/148 [==============================] - 0s 61us/step - loss: 7961.1771 - mean_absolute_error: 68.4046 - val_loss: 18145.1100 - val_mean_absolute_error: 114.7054 Epoch 2072/5000 148/148 [==============================] - 0s 68us/step - loss: 7955.4786 - mean_absolute_error: 68.3666 - val_loss: 18133.4848 - val_mean_absolute_error: 114.6626 Epoch 2073/5000 148/148 [==============================] - 0s 61us/step - loss: 7949.8983 - mean_absolute_error: 68.3689 - val_loss: 18124.0270 - val_mean_absolute_error: 114.6285 Epoch 2074/5000 148/148 [==============================] - 0s 68us/step - loss: 7946.7871 - mean_absolute_error: 68.3486 - val_loss: 18112.8342 - val_mean_absolute_error: 114.5860 Epoch 2075/5000 148/148 [==============================] - 0s 68us/step - loss: 7946.9667 - mean_absolute_error: 68.3043 - val_loss: 18105.6806 - val_mean_absolute_error: 114.5590 Epoch 2076/5000 148/148 [==============================] - 0s 61us/step - loss: 7938.1349 - mean_absolute_error: 68.2609 - val_loss: 18096.4129 - val_mean_absolute_error: 114.5242 Epoch 2077/5000 148/148 [==============================] - 0s 68us/step - loss: 7932.8756 - mean_absolute_error: 68.1948 - val_loss: 18085.6106 - val_mean_absolute_error: 114.4776 Epoch 2078/5000 148/148 [==============================] - 0s 61us/step - loss: 7929.6664 - mean_absolute_error: 68.1788 - val_loss: 18072.8055 - val_mean_absolute_error: 114.4307 Epoch 2079/5000 148/148 [==============================] - 0s 68us/step - loss: 7920.6736 - mean_absolute_error: 68.1205 - val_loss: 18062.9591 - val_mean_absolute_error: 114.3976 Epoch 2080/5000 148/148 [==============================] - 0s 68us/step - loss: 7917.1082 - mean_absolute_error: 68.1255 - val_loss: 18050.8305 - val_mean_absolute_error: 114.3515 Epoch 2081/5000 148/148 [==============================] - 0s 74us/step - loss: 7914.3037 - mean_absolute_error: 68.1024 - val_loss: 18036.1456 - val_mean_absolute_error: 114.2960 Epoch 2082/5000 148/148 [==============================] - 0s 74us/step - loss: 7906.5248 - mean_absolute_error: 68.0719 - val_loss: 18027.8691 - val_mean_absolute_error: 114.2635 Epoch 2083/5000 148/148 [==============================] - 0s 74us/step - loss: 7903.4381 - mean_absolute_error: 68.0198 - val_loss: 18016.7157 - val_mean_absolute_error: 114.2228 Epoch 2084/5000 148/148 [==============================] - 0s 74us/step - loss: 7898.1409 - mean_absolute_error: 68.0153 - val_loss: 18006.4787 - val_mean_absolute_error: 114.1842 Epoch 2085/5000 148/148 [==============================] - 0s 81us/step - loss: 7892.4777 - mean_absolute_error: 67.9477 - val_loss: 17996.1943 - val_mean_absolute_error: 114.1466 Epoch 2086/5000 148/148 [==============================] - 0s 81us/step - loss: 7887.6392 - mean_absolute_error: 67.8963 - val_loss: 17989.2507 - val_mean_absolute_error: 114.1210 Epoch 2087/5000 148/148 [==============================] - 0s 81us/step - loss: 7885.5598 - mean_absolute_error: 67.8947 - val_loss: 17983.1238 - val_mean_absolute_error: 114.0966 Epoch 2088/5000 148/148 [==============================] - 0s 95us/step - loss: 7882.7263 - mean_absolute_error: 67.8563 - val_loss: 17968.9596 - val_mean_absolute_error: 114.0453 Epoch 2089/5000 148/148 [==============================] - 0s 122us/step - loss: 7875.7438 - mean_absolute_error: 67.8370 - val_loss: 17966.4334 - val_mean_absolute_error: 114.0322 Epoch 2090/5000 148/148 [==============================] - 0s 142us/step - loss: 7871.8444 - mean_absolute_error: 67.7664 - val_loss: 17958.2627 - val_mean_absolute_error: 114.0073 Epoch 2091/5000 148/148 [==============================] - 0s 128us/step - loss: 7869.4393 - mean_absolute_error: 67.7385 - val_loss: 17949.0548 - val_mean_absolute_error: 113.9717 Epoch 2092/5000 148/148 [==============================] - 0s 128us/step - loss: 7865.2218 - mean_absolute_error: 67.7008 - val_loss: 17939.2361 - val_mean_absolute_error: 113.9359 Epoch 2093/5000 148/148 [==============================] - 0s 142us/step - loss: 7858.9060 - mean_absolute_error: 67.7235 - val_loss: 17933.0627 - val_mean_absolute_error: 113.9113 Epoch 2094/5000 148/148 [==============================] - 0s 101us/step - loss: 7855.4870 - mean_absolute_error: 67.7038 - val_loss: 17926.6697 - val_mean_absolute_error: 113.8885 Epoch 2095/5000 148/148 [==============================] - 0s 95us/step - loss: 7851.8362 - mean_absolute_error: 67.6924 - val_loss: 17912.2943 - val_mean_absolute_error: 113.8354 Epoch 2096/5000 148/148 [==============================] - 0s 101us/step - loss: 7846.8751 - mean_absolute_error: 67.6473 - val_loss: 17901.9088 - val_mean_absolute_error: 113.7971 Epoch 2097/5000 148/148 [==============================] - 0s 95us/step - loss: 7841.6164 - mean_absolute_error: 67.6370 - val_loss: 17896.8448 - val_mean_absolute_error: 113.7819 Epoch 2098/5000 148/148 [==============================] - 0s 88us/step - loss: 7841.0072 - mean_absolute_error: 67.6369 - val_loss: 17888.2428 - val_mean_absolute_error: 113.7517 Epoch 2099/5000 148/148 [==============================] - 0s 88us/step - loss: 7836.0103 - mean_absolute_error: 67.6049 - val_loss: 17882.2637 - val_mean_absolute_error: 113.7256 Epoch 2100/5000 148/148 [==============================] - 0s 81us/step - loss: 7834.0444 - mean_absolute_error: 67.5756 - val_loss: 17874.8249 - val_mean_absolute_error: 113.6968 Epoch 2101/5000 148/148 [==============================] - 0s 108us/step - loss: 7827.9891 - mean_absolute_error: 67.5226 - val_loss: 17863.5945 - val_mean_absolute_error: 113.6597 Epoch 2102/5000 148/148 [==============================] - 0s 74us/step - loss: 7823.8131 - mean_absolute_error: 67.4930 - val_loss: 17857.4830 - val_mean_absolute_error: 113.6320 Epoch 2103/5000 148/148 [==============================] - 0s 88us/step - loss: 7821.3501 - mean_absolute_error: 67.4526 - val_loss: 17849.6276 - val_mean_absolute_error: 113.5979 Epoch 2104/5000 148/148 [==============================] - 0s 81us/step - loss: 7817.5477 - mean_absolute_error: 67.3975 - val_loss: 17838.9255 - val_mean_absolute_error: 113.5566 Epoch 2105/5000 148/148 [==============================] - 0s 74us/step - loss: 7813.6797 - mean_absolute_error: 67.3617 - val_loss: 17826.3366 - val_mean_absolute_error: 113.5107 Epoch 2106/5000 148/148 [==============================] - 0s 74us/step - loss: 7808.6852 - mean_absolute_error: 67.3319 - val_loss: 17811.0104 - val_mean_absolute_error: 113.4544 Epoch 2107/5000 148/148 [==============================] - 0s 68us/step - loss: 7800.4131 - mean_absolute_error: 67.3500 - val_loss: 17805.9998 - val_mean_absolute_error: 113.4324 Epoch 2108/5000 148/148 [==============================] - 0s 74us/step - loss: 7798.0084 - mean_absolute_error: 67.3072 - val_loss: 17796.1181 - val_mean_absolute_error: 113.3951 Epoch 2109/5000 148/148 [==============================] - 0s 68us/step - loss: 7792.3877 - mean_absolute_error: 67.2736 - val_loss: 17788.0163 - val_mean_absolute_error: 113.3663 Epoch 2110/5000 148/148 [==============================] - 0s 68us/step - loss: 7790.1467 - mean_absolute_error: 67.2459 - val_loss: 17775.9036 - val_mean_absolute_error: 113.3161 Epoch 2111/5000 148/148 [==============================] - 0s 61us/step - loss: 7785.7678 - mean_absolute_error: 67.1914 - val_loss: 17763.6094 - val_mean_absolute_error: 113.2716 Epoch 2112/5000 148/148 [==============================] - 0s 68us/step - loss: 7780.9787 - mean_absolute_error: 67.1643 - val_loss: 17759.3835 - val_mean_absolute_error: 113.2532 Epoch 2113/5000 148/148 [==============================] - 0s 61us/step - loss: 7780.6493 - mean_absolute_error: 67.1491 - val_loss: 17750.1048 - val_mean_absolute_error: 113.2151 Epoch 2114/5000 148/148 [==============================] - 0s 68us/step - loss: 7776.5843 - mean_absolute_error: 67.1114 - val_loss: 17743.1482 - val_mean_absolute_error: 113.1925 Epoch 2115/5000 148/148 [==============================] - 0s 74us/step - loss: 7773.3257 - mean_absolute_error: 67.0741 - val_loss: 17732.4631 - val_mean_absolute_error: 113.1557 Epoch 2116/5000 148/148 [==============================] - 0s 61us/step - loss: 7766.0046 - mean_absolute_error: 67.0660 - val_loss: 17720.3239 - val_mean_absolute_error: 113.1124 Epoch 2117/5000 148/148 [==============================] - 0s 68us/step - loss: 7763.1627 - mean_absolute_error: 67.0236 - val_loss: 17714.7854 - val_mean_absolute_error: 113.0946 Epoch 2118/5000 148/148 [==============================] - 0s 68us/step - loss: 7757.9556 - mean_absolute_error: 67.0364 - val_loss: 17701.4184 - val_mean_absolute_error: 113.0449 Epoch 2119/5000 148/148 [==============================] - 0s 68us/step - loss: 7753.3416 - mean_absolute_error: 66.9971 - val_loss: 17687.9275 - val_mean_absolute_error: 113.0023 Epoch 2120/5000 148/148 [==============================] - 0s 68us/step - loss: 7749.0385 - mean_absolute_error: 66.9819 - val_loss: 17684.6431 - val_mean_absolute_error: 112.9899 Epoch 2121/5000 148/148 [==============================] - 0s 61us/step - loss: 7744.4856 - mean_absolute_error: 66.9706 - val_loss: 17674.3338 - val_mean_absolute_error: 112.9491 Epoch 2122/5000 148/148 [==============================] - 0s 68us/step - loss: 7740.1767 - mean_absolute_error: 66.9558 - val_loss: 17664.0248 - val_mean_absolute_error: 112.9103 Epoch 2123/5000 148/148 [==============================] - 0s 68us/step - loss: 7734.3291 - mean_absolute_error: 66.9478 - val_loss: 17652.6645 - val_mean_absolute_error: 112.8704 Epoch 2124/5000 148/148 [==============================] - 0s 74us/step - loss: 7732.3040 - mean_absolute_error: 66.9192 - val_loss: 17640.2907 - val_mean_absolute_error: 112.8264 Epoch 2125/5000 148/148 [==============================] - 0s 81us/step - loss: 7722.6158 - mean_absolute_error: 66.9177 - val_loss: 17626.9963 - val_mean_absolute_error: 112.7774 Epoch 2126/5000 148/148 [==============================] - 0s 74us/step - loss: 7716.4198 - mean_absolute_error: 66.9213 - val_loss: 17617.7323 - val_mean_absolute_error: 112.7448 Epoch 2127/5000 148/148 [==============================] - 0s 74us/step - loss: 7714.6876 - mean_absolute_error: 66.9132 - val_loss: 17606.0552 - val_mean_absolute_error: 112.6996 Epoch 2128/5000 148/148 [==============================] - 0s 61us/step - loss: 7708.8166 - mean_absolute_error: 66.8749 - val_loss: 17591.4764 - val_mean_absolute_error: 112.6499 Epoch 2129/5000 148/148 [==============================] - 0s 81us/step - loss: 7703.5569 - mean_absolute_error: 66.9134 - val_loss: 17577.9826 - val_mean_absolute_error: 112.6043 Epoch 2130/5000 148/148 [==============================] - 0s 74us/step - loss: 7697.6837 - mean_absolute_error: 66.9405 - val_loss: 17571.8814 - val_mean_absolute_error: 112.5815 Epoch 2131/5000 148/148 [==============================] - 0s 74us/step - loss: 7696.1996 - mean_absolute_error: 66.9190 - val_loss: 17567.2983 - val_mean_absolute_error: 112.5658 Epoch 2132/5000 148/148 [==============================] - 0s 81us/step - loss: 7692.2653 - mean_absolute_error: 66.9125 - val_loss: 17559.2194 - val_mean_absolute_error: 112.5375 Epoch 2133/5000 148/148 [==============================] - 0s 68us/step - loss: 7688.3106 - mean_absolute_error: 66.8934 - val_loss: 17548.3107 - val_mean_absolute_error: 112.4958 Epoch 2134/5000 148/148 [==============================] - 0s 68us/step - loss: 7684.4839 - mean_absolute_error: 66.8655 - val_loss: 17537.3508 - val_mean_absolute_error: 112.4549 Epoch 2135/5000 148/148 [==============================] - 0s 68us/step - loss: 7679.6562 - mean_absolute_error: 66.8875 - val_loss: 17533.1396 - val_mean_absolute_error: 112.4384 Epoch 2136/5000 148/148 [==============================] - 0s 74us/step - loss: 7678.3165 - mean_absolute_error: 66.8767 - val_loss: 17523.2867 - val_mean_absolute_error: 112.4023 Epoch 2137/5000 148/148 [==============================] - 0s 74us/step - loss: 7673.4225 - mean_absolute_error: 66.8389 - val_loss: 17515.9329 - val_mean_absolute_error: 112.3750 Epoch 2138/5000 148/148 [==============================] - 0s 68us/step - loss: 7672.3523 - mean_absolute_error: 66.7973 - val_loss: 17506.4197 - val_mean_absolute_error: 112.3377 Epoch 2139/5000 148/148 [==============================] - 0s 61us/step - loss: 7666.7192 - mean_absolute_error: 66.7843 - val_loss: 17500.0909 - val_mean_absolute_error: 112.3140 Epoch 2140/5000 148/148 [==============================] - 0s 68us/step - loss: 7665.3377 - mean_absolute_error: 66.7189 - val_loss: 17487.3210 - val_mean_absolute_error: 112.2649 Epoch 2141/5000 148/148 [==============================] - 0s 61us/step - loss: 7661.5508 - mean_absolute_error: 66.7295 - val_loss: 17478.6101 - val_mean_absolute_error: 112.2311 Epoch 2142/5000 148/148 [==============================] - 0s 68us/step - loss: 7656.6356 - mean_absolute_error: 66.6955 - val_loss: 17476.3416 - val_mean_absolute_error: 112.2184 Epoch 2143/5000 148/148 [==============================] - 0s 68us/step - loss: 7651.6162 - mean_absolute_error: 66.6235 - val_loss: 17467.5324 - val_mean_absolute_error: 112.1878 Epoch 2144/5000 148/148 [==============================] - 0s 68us/step - loss: 7648.6209 - mean_absolute_error: 66.6117 - val_loss: 17463.8288 - val_mean_absolute_error: 112.1732 Epoch 2145/5000 148/148 [==============================] - 0s 68us/step - loss: 7646.1380 - mean_absolute_error: 66.6009 - val_loss: 17460.2697 - val_mean_absolute_error: 112.1553 Epoch 2146/5000 148/148 [==============================] - 0s 74us/step - loss: 7643.6478 - mean_absolute_error: 66.5241 - val_loss: 17446.4930 - val_mean_absolute_error: 112.1037 Epoch 2147/5000 148/148 [==============================] - 0s 61us/step - loss: 7637.8580 - mean_absolute_error: 66.5120 - val_loss: 17434.3954 - val_mean_absolute_error: 112.0582 Epoch 2148/5000 148/148 [==============================] - 0s 68us/step - loss: 7636.7650 - mean_absolute_error: 66.4829 - val_loss: 17421.7880 - val_mean_absolute_error: 112.0163 Epoch 2149/5000 148/148 [==============================] - 0s 68us/step - loss: 7628.1278 - mean_absolute_error: 66.5040 - val_loss: 17409.9582 - val_mean_absolute_error: 111.9728 Epoch 2150/5000 148/148 [==============================] - 0s 68us/step - loss: 7624.7180 - mean_absolute_error: 66.4871 - val_loss: 17397.6986 - val_mean_absolute_error: 111.9247 Epoch 2151/5000 148/148 [==============================] - 0s 81us/step - loss: 7619.3764 - mean_absolute_error: 66.4657 - val_loss: 17386.9544 - val_mean_absolute_error: 111.8841 Epoch 2152/5000 148/148 [==============================] - 0s 61us/step - loss: 7615.1405 - mean_absolute_error: 66.4380 - val_loss: 17378.2855 - val_mean_absolute_error: 111.8523 Epoch 2153/5000 148/148 [==============================] - 0s 81us/step - loss: 7614.6788 - mean_absolute_error: 66.4062 - val_loss: 17369.7068 - val_mean_absolute_error: 111.8202 Epoch 2154/5000 148/148 [==============================] - 0s 68us/step - loss: 7609.4359 - mean_absolute_error: 66.3733 - val_loss: 17356.7693 - val_mean_absolute_error: 111.7744 Epoch 2155/5000 148/148 [==============================] - 0s 68us/step - loss: 7607.3700 - mean_absolute_error: 66.3520 - val_loss: 17350.1758 - val_mean_absolute_error: 111.7539 Epoch 2156/5000 148/148 [==============================] - 0s 68us/step - loss: 7601.5721 - mean_absolute_error: 66.3180 - val_loss: 17343.1523 - val_mean_absolute_error: 111.7251 Epoch 2157/5000 148/148 [==============================] - 0s 74us/step - loss: 7600.0941 - mean_absolute_error: 66.2725 - val_loss: 17331.3204 - val_mean_absolute_error: 111.6782 Epoch 2158/5000 148/148 [==============================] - 0s 61us/step - loss: 7593.3524 - mean_absolute_error: 66.2284 - val_loss: 17320.9643 - val_mean_absolute_error: 111.6389 Epoch 2159/5000 148/148 [==============================] - 0s 74us/step - loss: 7589.1472 - mean_absolute_error: 66.1965 - val_loss: 17314.4010 - val_mean_absolute_error: 111.6226 Epoch 2160/5000 148/148 [==============================] - 0s 61us/step - loss: 7587.5985 - mean_absolute_error: 66.1970 - val_loss: 17309.2450 - val_mean_absolute_error: 111.6027 Epoch 2161/5000 148/148 [==============================] - 0s 61us/step - loss: 7586.3014 - mean_absolute_error: 66.2009 - val_loss: 17302.3787 - val_mean_absolute_error: 111.5756 Epoch 2162/5000 148/148 [==============================] - 0s 74us/step - loss: 7582.0615 - mean_absolute_error: 66.1616 - val_loss: 17290.3734 - val_mean_absolute_error: 111.5267 Epoch 2163/5000 148/148 [==============================] - 0s 61us/step - loss: 7579.3505 - mean_absolute_error: 66.1421 - val_loss: 17280.4458 - val_mean_absolute_error: 111.4894 Epoch 2164/5000 148/148 [==============================] - 0s 81us/step - loss: 7575.2054 - mean_absolute_error: 66.1181 - val_loss: 17271.2935 - val_mean_absolute_error: 111.4643 Epoch 2165/5000 148/148 [==============================] - 0s 74us/step - loss: 7569.5370 - mean_absolute_error: 66.1120 - val_loss: 17261.6039 - val_mean_absolute_error: 111.4229 Epoch 2166/5000 148/148 [==============================] - 0s 68us/step - loss: 7564.8974 - mean_absolute_error: 66.0641 - val_loss: 17256.0670 - val_mean_absolute_error: 111.4028 Epoch 2167/5000 148/148 [==============================] - 0s 61us/step - loss: 7561.2737 - mean_absolute_error: 66.0558 - val_loss: 17247.0392 - val_mean_absolute_error: 111.3656 Epoch 2168/5000 148/148 [==============================] - 0s 68us/step - loss: 7558.4983 - mean_absolute_error: 66.0273 - val_loss: 17237.7643 - val_mean_absolute_error: 111.3260 Epoch 2169/5000 148/148 [==============================] - 0s 74us/step - loss: 7556.2172 - mean_absolute_error: 65.9726 - val_loss: 17225.5555 - val_mean_absolute_error: 111.2745 Epoch 2170/5000 148/148 [==============================] - 0s 61us/step - loss: 7550.8688 - mean_absolute_error: 65.9414 - val_loss: 17212.9136 - val_mean_absolute_error: 111.2247 Epoch 2171/5000 148/148 [==============================] - 0s 74us/step - loss: 7548.8488 - mean_absolute_error: 65.9476 - val_loss: 17206.1166 - val_mean_absolute_error: 111.1984 Epoch 2172/5000 148/148 [==============================] - 0s 68us/step - loss: 7544.3350 - mean_absolute_error: 65.9006 - val_loss: 17195.1124 - val_mean_absolute_error: 111.1501 Epoch 2173/5000 148/148 [==============================] - 0s 61us/step - loss: 7539.6915 - mean_absolute_error: 65.8597 - val_loss: 17182.8591 - val_mean_absolute_error: 111.1121 Epoch 2174/5000 148/148 [==============================] - 0s 68us/step - loss: 7535.6969 - mean_absolute_error: 65.8118 - val_loss: 17174.1181 - val_mean_absolute_error: 111.0773 Epoch 2175/5000 148/148 [==============================] - 0s 61us/step - loss: 7532.2328 - mean_absolute_error: 65.8069 - val_loss: 17162.5207 - val_mean_absolute_error: 111.0440 Epoch 2176/5000 148/148 [==============================] - 0s 61us/step - loss: 7527.5374 - mean_absolute_error: 65.7992 - val_loss: 17160.1984 - val_mean_absolute_error: 111.0301 Epoch 2177/5000 148/148 [==============================] - 0s 74us/step - loss: 7524.5962 - mean_absolute_error: 65.7397 - val_loss: 17160.1602 - val_mean_absolute_error: 111.0214 Epoch 2178/5000 148/148 [==============================] - 0s 68us/step - loss: 7523.5538 - mean_absolute_error: 65.7269 - val_loss: 17151.3833 - val_mean_absolute_error: 110.9860 Epoch 2179/5000 148/148 [==============================] - 0s 68us/step - loss: 7521.1408 - mean_absolute_error: 65.7398 - val_loss: 17143.2148 - val_mean_absolute_error: 110.9556 Epoch 2180/5000 148/148 [==============================] - 0s 74us/step - loss: 7515.7966 - mean_absolute_error: 65.6981 - val_loss: 17133.7577 - val_mean_absolute_error: 110.9295 Epoch 2181/5000 148/148 [==============================] - 0s 61us/step - loss: 7512.2270 - mean_absolute_error: 65.6595 - val_loss: 17124.4415 - val_mean_absolute_error: 110.8938 Epoch 2182/5000 148/148 [==============================] - 0s 61us/step - loss: 7512.4945 - mean_absolute_error: 65.6568 - val_loss: 17112.6834 - val_mean_absolute_error: 110.8480 Epoch 2183/5000 148/148 [==============================] - 0s 74us/step - loss: 7503.7429 - mean_absolute_error: 65.6257 - val_loss: 17102.7815 - val_mean_absolute_error: 110.8178 Epoch 2184/5000 148/148 [==============================] - 0s 74us/step - loss: 7499.7515 - mean_absolute_error: 65.6294 - val_loss: 17092.7791 - val_mean_absolute_error: 110.7790 Epoch 2185/5000 148/148 [==============================] - 0s 74us/step - loss: 7498.7956 - mean_absolute_error: 65.6320 - val_loss: 17079.3043 - val_mean_absolute_error: 110.7288 Epoch 2186/5000 148/148 [==============================] - 0s 74us/step - loss: 7491.4960 - mean_absolute_error: 65.5930 - val_loss: 17071.8909 - val_mean_absolute_error: 110.7024 Epoch 2187/5000 148/148 [==============================] - 0s 68us/step - loss: 7488.2033 - mean_absolute_error: 65.5875 - val_loss: 17061.0285 - val_mean_absolute_error: 110.6627 Epoch 2188/5000 148/148 [==============================] - 0s 74us/step - loss: 7482.8298 - mean_absolute_error: 65.5695 - val_loss: 17053.1581 - val_mean_absolute_error: 110.6333 Epoch 2189/5000 148/148 [==============================] - 0s 61us/step - loss: 7479.2649 - mean_absolute_error: 65.5877 - val_loss: 17044.4227 - val_mean_absolute_error: 110.5987 Epoch 2190/5000 148/148 [==============================] - 0s 74us/step - loss: 7476.1907 - mean_absolute_error: 65.5208 - val_loss: 17035.7363 - val_mean_absolute_error: 110.5651 Epoch 2191/5000 148/148 [==============================] - 0s 68us/step - loss: 7473.1851 - mean_absolute_error: 65.4705 - val_loss: 17028.9222 - val_mean_absolute_error: 110.5301 Epoch 2192/5000 148/148 [==============================] - 0s 68us/step - loss: 7468.2898 - mean_absolute_error: 65.4366 - val_loss: 17024.7927 - val_mean_absolute_error: 110.5063 Epoch 2193/5000 148/148 [==============================] - 0s 68us/step - loss: 7467.3709 - mean_absolute_error: 65.4332 - val_loss: 17019.9320 - val_mean_absolute_error: 110.4881 Epoch 2194/5000 148/148 [==============================] - 0s 61us/step - loss: 7463.0460 - mean_absolute_error: 65.3834 - val_loss: 17011.0974 - val_mean_absolute_error: 110.4560 Epoch 2195/5000 148/148 [==============================] - 0s 68us/step - loss: 7463.5252 - mean_absolute_error: 65.3702 - val_loss: 17004.7334 - val_mean_absolute_error: 110.4338 Epoch 2196/5000 148/148 [==============================] - 0s 61us/step - loss: 7456.7746 - mean_absolute_error: 65.3128 - val_loss: 16993.5147 - val_mean_absolute_error: 110.3931 Epoch 2197/5000 148/148 [==============================] - 0s 81us/step - loss: 7453.7997 - mean_absolute_error: 65.3044 - val_loss: 16981.1816 - val_mean_absolute_error: 110.3548 Epoch 2198/5000 148/148 [==============================] - 0s 61us/step - loss: 7451.0976 - mean_absolute_error: 65.2813 - val_loss: 16973.8786 - val_mean_absolute_error: 110.3261 Epoch 2199/5000 148/148 [==============================] - 0s 68us/step - loss: 7450.0770 - mean_absolute_error: 65.2454 - val_loss: 16963.4613 - val_mean_absolute_error: 110.2848 Epoch 2200/5000 148/148 [==============================] - 0s 68us/step - loss: 7442.8675 - mean_absolute_error: 65.2374 - val_loss: 16951.6920 - val_mean_absolute_error: 110.2365 Epoch 2201/5000 148/148 [==============================] - 0s 68us/step - loss: 7440.2263 - mean_absolute_error: 65.2302 - val_loss: 16940.0552 - val_mean_absolute_error: 110.1918 Epoch 2202/5000 148/148 [==============================] - 0s 68us/step - loss: 7430.2982 - mean_absolute_error: 65.2248 - val_loss: 16932.8795 - val_mean_absolute_error: 110.1573 Epoch 2203/5000 148/148 [==============================] - 0s 68us/step - loss: 7427.1136 - mean_absolute_error: 65.1899 - val_loss: 16929.3793 - val_mean_absolute_error: 110.1413 Epoch 2204/5000 148/148 [==============================] - 0s 74us/step - loss: 7425.0964 - mean_absolute_error: 65.1401 - val_loss: 16918.4093 - val_mean_absolute_error: 110.1026 Epoch 2205/5000 148/148 [==============================] - 0s 81us/step - loss: 7421.2243 - mean_absolute_error: 65.1232 - val_loss: 16911.8711 - val_mean_absolute_error: 110.0823 Epoch 2206/5000 148/148 [==============================] - 0s 74us/step - loss: 7417.4165 - mean_absolute_error: 65.0945 - val_loss: 16900.3080 - val_mean_absolute_error: 110.0397 Epoch 2207/5000 148/148 [==============================] - 0s 74us/step - loss: 7412.4727 - mean_absolute_error: 65.0793 - val_loss: 16889.1129 - val_mean_absolute_error: 109.9953 Epoch 2208/5000 148/148 [==============================] - 0s 68us/step - loss: 7408.2919 - mean_absolute_error: 65.0716 - val_loss: 16877.2455 - val_mean_absolute_error: 109.9510 Epoch 2209/5000 148/148 [==============================] - 0s 74us/step - loss: 7407.1736 - mean_absolute_error: 65.0742 - val_loss: 16870.1334 - val_mean_absolute_error: 109.9254 Epoch 2210/5000 148/148 [==============================] - 0s 61us/step - loss: 7398.3524 - mean_absolute_error: 65.0615 - val_loss: 16862.0627 - val_mean_absolute_error: 109.8959 Epoch 2211/5000 148/148 [==============================] - 0s 68us/step - loss: 7394.8110 - mean_absolute_error: 65.0546 - val_loss: 16856.4075 - val_mean_absolute_error: 109.8758 Epoch 2212/5000 148/148 [==============================] - 0s 61us/step - loss: 7391.8308 - mean_absolute_error: 65.0137 - val_loss: 16843.0254 - val_mean_absolute_error: 109.8264 Epoch 2213/5000 148/148 [==============================] - 0s 74us/step - loss: 7390.5553 - mean_absolute_error: 64.9984 - val_loss: 16836.8632 - val_mean_absolute_error: 109.8096 Epoch 2214/5000 148/148 [==============================] - 0s 61us/step - loss: 7385.5060 - mean_absolute_error: 64.9645 - val_loss: 16834.3953 - val_mean_absolute_error: 109.8016 Epoch 2215/5000 148/148 [==============================] - 0s 68us/step - loss: 7383.3702 - mean_absolute_error: 64.9598 - val_loss: 16826.6111 - val_mean_absolute_error: 109.7716 Epoch 2216/5000 148/148 [==============================] - 0s 61us/step - loss: 7380.3506 - mean_absolute_error: 64.9462 - val_loss: 16814.9461 - val_mean_absolute_error: 109.7266 Epoch 2217/5000 148/148 [==============================] - 0s 68us/step - loss: 7376.3281 - mean_absolute_error: 64.9288 - val_loss: 16808.9902 - val_mean_absolute_error: 109.7048 Epoch 2218/5000 148/148 [==============================] - 0s 61us/step - loss: 7375.5652 - mean_absolute_error: 64.9441 - val_loss: 16803.7332 - val_mean_absolute_error: 109.6839 Epoch 2219/5000 148/148 [==============================] - 0s 74us/step - loss: 7370.6435 - mean_absolute_error: 64.8916 - val_loss: 16794.8968 - val_mean_absolute_error: 109.6584 Epoch 2220/5000 148/148 [==============================] - 0s 68us/step - loss: 7366.0145 - mean_absolute_error: 64.8566 - val_loss: 16782.8176 - val_mean_absolute_error: 109.6127 Epoch 2221/5000 148/148 [==============================] - 0s 68us/step - loss: 7366.7346 - mean_absolute_error: 64.8322 - val_loss: 16774.0193 - val_mean_absolute_error: 109.5793 Epoch 2222/5000 148/148 [==============================] - 0s 68us/step - loss: 7358.9111 - mean_absolute_error: 64.7954 - val_loss: 16762.8296 - val_mean_absolute_error: 109.5346 Epoch 2223/5000 148/148 [==============================] - 0s 81us/step - loss: 7354.3515 - mean_absolute_error: 64.7446 - val_loss: 16754.3521 - val_mean_absolute_error: 109.5050 Epoch 2224/5000 148/148 [==============================] - 0s 68us/step - loss: 7352.6045 - mean_absolute_error: 64.7289 - val_loss: 16745.4609 - val_mean_absolute_error: 109.4720 Epoch 2225/5000 148/148 [==============================] - 0s 68us/step - loss: 7348.5687 - mean_absolute_error: 64.7095 - val_loss: 16738.4363 - val_mean_absolute_error: 109.4481 Epoch 2226/5000 148/148 [==============================] - 0s 68us/step - loss: 7346.1360 - mean_absolute_error: 64.7010 - val_loss: 16728.0635 - val_mean_absolute_error: 109.4087 Epoch 2227/5000 148/148 [==============================] - 0s 68us/step - loss: 7340.7884 - mean_absolute_error: 64.6970 - val_loss: 16716.4209 - val_mean_absolute_error: 109.3644 Epoch 2228/5000 148/148 [==============================] - 0s 74us/step - loss: 7336.9421 - mean_absolute_error: 64.7024 - val_loss: 16712.7455 - val_mean_absolute_error: 109.3425 Epoch 2229/5000 148/148 [==============================] - 0s 68us/step - loss: 7331.3827 - mean_absolute_error: 64.6283 - val_loss: 16700.2175 - val_mean_absolute_error: 109.2997 Epoch 2230/5000 148/148 [==============================] - 0s 68us/step - loss: 7327.4514 - mean_absolute_error: 64.6244 - val_loss: 16686.5380 - val_mean_absolute_error: 109.2487 Epoch 2231/5000 148/148 [==============================] - 0s 122us/step - loss: 7322.5752 - mean_absolute_error: 64.6288 - val_loss: 16681.3961 - val_mean_absolute_error: 109.2340 Epoch 2232/5000 148/148 [==============================] - 0s 74us/step - loss: 7320.9146 - mean_absolute_error: 64.5920 - val_loss: 16669.7444 - val_mean_absolute_error: 109.1895 Epoch 2233/5000 148/148 [==============================] - 0s 68us/step - loss: 7317.4247 - mean_absolute_error: 64.5677 - val_loss: 16660.5314 - val_mean_absolute_error: 109.1554 Epoch 2234/5000 148/148 [==============================] - 0s 74us/step - loss: 7311.5259 - mean_absolute_error: 64.5578 - val_loss: 16652.8172 - val_mean_absolute_error: 109.1313 Epoch 2235/5000 148/148 [==============================] - 0s 88us/step - loss: 7311.6683 - mean_absolute_error: 64.6056 - val_loss: 16645.4196 - val_mean_absolute_error: 109.1035 Epoch 2236/5000 148/148 [==============================] - 0s 74us/step - loss: 7307.8928 - mean_absolute_error: 64.5589 - val_loss: 16633.0652 - val_mean_absolute_error: 109.0565 Epoch 2237/5000 148/148 [==============================] - 0s 74us/step - loss: 7303.8373 - mean_absolute_error: 64.5202 - val_loss: 16627.6527 - val_mean_absolute_error: 109.0381 Epoch 2238/5000 148/148 [==============================] - 0s 74us/step - loss: 7301.6412 - mean_absolute_error: 64.5299 - val_loss: 16624.4087 - val_mean_absolute_error: 109.0275 Epoch 2239/5000 148/148 [==============================] - 0s 68us/step - loss: 7294.5966 - mean_absolute_error: 64.4860 - val_loss: 16617.6425 - val_mean_absolute_error: 109.0036 Epoch 2240/5000 148/148 [==============================] - 0s 61us/step - loss: 7296.9712 - mean_absolute_error: 64.4569 - val_loss: 16604.6918 - val_mean_absolute_error: 108.9561 Epoch 2241/5000 148/148 [==============================] - 0s 68us/step - loss: 7287.4940 - mean_absolute_error: 64.4709 - val_loss: 16599.1225 - val_mean_absolute_error: 108.9276 Epoch 2242/5000 148/148 [==============================] - 0s 68us/step - loss: 7284.4265 - mean_absolute_error: 64.4209 - val_loss: 16587.6125 - val_mean_absolute_error: 108.8844 Epoch 2243/5000 148/148 [==============================] - 0s 61us/step - loss: 7277.6169 - mean_absolute_error: 64.4422 - val_loss: 16579.3379 - val_mean_absolute_error: 108.8570 Epoch 2244/5000 148/148 [==============================] - 0s 68us/step - loss: 7273.3694 - mean_absolute_error: 64.4153 - val_loss: 16568.8685 - val_mean_absolute_error: 108.8177 Epoch 2245/5000 148/148 [==============================] - 0s 68us/step - loss: 7269.1236 - mean_absolute_error: 64.3992 - val_loss: 16562.6524 - val_mean_absolute_error: 108.7930 Epoch 2246/5000 148/148 [==============================] - 0s 68us/step - loss: 7267.2128 - mean_absolute_error: 64.3563 - val_loss: 16556.6585 - val_mean_absolute_error: 108.7712 Epoch 2247/5000 148/148 [==============================] - 0s 68us/step - loss: 7264.0046 - mean_absolute_error: 64.3585 - val_loss: 16550.1156 - val_mean_absolute_error: 108.7398 Epoch 2248/5000 148/148 [==============================] - 0s 74us/step - loss: 7259.6539 - mean_absolute_error: 64.2830 - val_loss: 16541.8371 - val_mean_absolute_error: 108.7101 Epoch 2249/5000 148/148 [==============================] - 0s 68us/step - loss: 7255.8516 - mean_absolute_error: 64.2856 - val_loss: 16536.0396 - val_mean_absolute_error: 108.6906 Epoch 2250/5000 148/148 [==============================] - 0s 68us/step - loss: 7254.0067 - mean_absolute_error: 64.2317 - val_loss: 16528.8754 - val_mean_absolute_error: 108.6633 Epoch 2251/5000 148/148 [==============================] - 0s 68us/step - loss: 7250.6301 - mean_absolute_error: 64.2049 - val_loss: 16519.2163 - val_mean_absolute_error: 108.6222 Epoch 2252/5000 148/148 [==============================] - 0s 68us/step - loss: 7249.0415 - mean_absolute_error: 64.2019 - val_loss: 16508.1889 - val_mean_absolute_error: 108.5805 Epoch 2253/5000 148/148 [==============================] - 0s 68us/step - loss: 7241.6676 - mean_absolute_error: 64.1989 - val_loss: 16494.9748 - val_mean_absolute_error: 108.5298 Epoch 2254/5000 148/148 [==============================] - 0s 68us/step - loss: 7237.4627 - mean_absolute_error: 64.1692 - val_loss: 16483.0759 - val_mean_absolute_error: 108.4911 Epoch 2255/5000 148/148 [==============================] - 0s 61us/step - loss: 7231.6273 - mean_absolute_error: 64.2106 - val_loss: 16477.6533 - val_mean_absolute_error: 108.4728 Epoch 2256/5000 148/148 [==============================] - 0s 61us/step - loss: 7229.2605 - mean_absolute_error: 64.1709 - val_loss: 16470.2205 - val_mean_absolute_error: 108.4460 Epoch 2257/5000 148/148 [==============================] - 0s 68us/step - loss: 7225.4812 - mean_absolute_error: 64.1558 - val_loss: 16461.2009 - val_mean_absolute_error: 108.4099 Epoch 2258/5000 148/148 [==============================] - 0s 61us/step - loss: 7221.4616 - mean_absolute_error: 64.1213 - val_loss: 16452.6429 - val_mean_absolute_error: 108.3826 Epoch 2259/5000 148/148 [==============================] - 0s 67us/step - loss: 7218.7300 - mean_absolute_error: 64.0840 - val_loss: 16442.8083 - val_mean_absolute_error: 108.3429 Epoch 2260/5000 148/148 [==============================] - 0s 68us/step - loss: 7215.3109 - mean_absolute_error: 64.0646 - val_loss: 16437.1548 - val_mean_absolute_error: 108.3209 Epoch 2261/5000 148/148 [==============================] - 0s 68us/step - loss: 7211.7453 - mean_absolute_error: 64.0398 - val_loss: 16425.9314 - val_mean_absolute_error: 108.2783 Epoch 2262/5000 148/148 [==============================] - 0s 68us/step - loss: 7210.9518 - mean_absolute_error: 64.0005 - val_loss: 16415.5270 - val_mean_absolute_error: 108.2368 Epoch 2263/5000 148/148 [==============================] - 0s 74us/step - loss: 7204.2467 - mean_absolute_error: 63.9852 - val_loss: 16403.8264 - val_mean_absolute_error: 108.1916 Epoch 2264/5000 148/148 [==============================] - 0s 81us/step - loss: 7200.2414 - mean_absolute_error: 63.9610 - val_loss: 16395.6586 - val_mean_absolute_error: 108.1633 Epoch 2265/5000 148/148 [==============================] - 0s 61us/step - loss: 7198.7447 - mean_absolute_error: 63.9393 - val_loss: 16390.0402 - val_mean_absolute_error: 108.1426 Epoch 2266/5000 148/148 [==============================] - 0s 74us/step - loss: 7194.5255 - mean_absolute_error: 63.8957 - val_loss: 16376.2609 - val_mean_absolute_error: 108.0993 Epoch 2267/5000 148/148 [==============================] - 0s 68us/step - loss: 7191.5508 - mean_absolute_error: 63.8906 - val_loss: 16372.7686 - val_mean_absolute_error: 108.0879 Epoch 2268/5000 148/148 [==============================] - 0s 68us/step - loss: 7188.7658 - mean_absolute_error: 63.8472 - val_loss: 16362.6493 - val_mean_absolute_error: 108.0478 Epoch 2269/5000 148/148 [==============================] - 0s 74us/step - loss: 7184.5346 - mean_absolute_error: 63.8241 - val_loss: 16354.1121 - val_mean_absolute_error: 108.0204 Epoch 2270/5000 148/148 [==============================] - 0s 61us/step - loss: 7181.6895 - mean_absolute_error: 63.8358 - val_loss: 16348.3377 - val_mean_absolute_error: 108.0005 Epoch 2271/5000 148/148 [==============================] - 0s 68us/step - loss: 7178.9222 - mean_absolute_error: 63.8421 - val_loss: 16340.5325 - val_mean_absolute_error: 107.9820 Epoch 2272/5000 148/148 [==============================] - 0s 68us/step - loss: 7174.4386 - mean_absolute_error: 63.8391 - val_loss: 16332.6066 - val_mean_absolute_error: 107.9502 Epoch 2273/5000 148/148 [==============================] - 0s 68us/step - loss: 7171.8775 - mean_absolute_error: 63.7916 - val_loss: 16320.3455 - val_mean_absolute_error: 107.9032 Epoch 2274/5000 148/148 [==============================] - 0s 74us/step - loss: 7169.9524 - mean_absolute_error: 63.7473 - val_loss: 16306.7749 - val_mean_absolute_error: 107.8570 Epoch 2275/5000 148/148 [==============================] - 0s 61us/step - loss: 7163.7809 - mean_absolute_error: 63.7837 - val_loss: 16296.3305 - val_mean_absolute_error: 107.8159 Epoch 2276/5000 148/148 [==============================] - 0s 68us/step - loss: 7158.4691 - mean_absolute_error: 63.7583 - val_loss: 16289.4415 - val_mean_absolute_error: 107.7882 Epoch 2277/5000 148/148 [==============================] - 0s 68us/step - loss: 7156.6640 - mean_absolute_error: 63.7203 - val_loss: 16283.3748 - val_mean_absolute_error: 107.7650 Epoch 2278/5000 148/148 [==============================] - 0s 61us/step - loss: 7153.3818 - mean_absolute_error: 63.7440 - val_loss: 16275.2681 - val_mean_absolute_error: 107.7326 Epoch 2279/5000 148/148 [==============================] - 0s 61us/step - loss: 7150.4437 - mean_absolute_error: 63.6896 - val_loss: 16266.6728 - val_mean_absolute_error: 107.7007 Epoch 2280/5000 148/148 [==============================] - 0s 61us/step - loss: 7149.7874 - mean_absolute_error: 63.7004 - val_loss: 16255.4745 - val_mean_absolute_error: 107.6560 Epoch 2281/5000 148/148 [==============================] - 0s 61us/step - loss: 7143.2615 - mean_absolute_error: 63.6513 - val_loss: 16246.3173 - val_mean_absolute_error: 107.6197 Epoch 2282/5000 148/148 [==============================] - 0s 74us/step - loss: 7139.3467 - mean_absolute_error: 63.6413 - val_loss: 16240.3728 - val_mean_absolute_error: 107.5978 Epoch 2283/5000 148/148 [==============================] - 0s 68us/step - loss: 7138.7738 - mean_absolute_error: 63.6287 - val_loss: 16235.5911 - val_mean_absolute_error: 107.5794 Epoch 2284/5000 148/148 [==============================] - 0s 68us/step - loss: 7134.9217 - mean_absolute_error: 63.5853 - val_loss: 16230.6737 - val_mean_absolute_error: 107.5679 Epoch 2285/5000 148/148 [==============================] - 0s 61us/step - loss: 7131.8795 - mean_absolute_error: 63.5376 - val_loss: 16220.7979 - val_mean_absolute_error: 107.5350 Epoch 2286/5000 148/148 [==============================] - 0s 74us/step - loss: 7126.1210 - mean_absolute_error: 63.5742 - val_loss: 16213.6280 - val_mean_absolute_error: 107.5016 Epoch 2287/5000 148/148 [==============================] - 0s 68us/step - loss: 7123.8324 - mean_absolute_error: 63.5634 - val_loss: 16209.3127 - val_mean_absolute_error: 107.4784 Epoch 2288/5000 148/148 [==============================] - 0s 68us/step - loss: 7120.0999 - mean_absolute_error: 63.5236 - val_loss: 16199.1825 - val_mean_absolute_error: 107.4385 Epoch 2289/5000 148/148 [==============================] - 0s 68us/step - loss: 7116.6721 - mean_absolute_error: 63.4876 - val_loss: 16188.5716 - val_mean_absolute_error: 107.3928 Epoch 2290/5000 148/148 [==============================] - 0s 68us/step - loss: 7112.9632 - mean_absolute_error: 63.4639 - val_loss: 16184.1489 - val_mean_absolute_error: 107.3775 Epoch 2291/5000 148/148 [==============================] - 0s 68us/step - loss: 7110.7905 - mean_absolute_error: 63.4434 - val_loss: 16176.4453 - val_mean_absolute_error: 107.3524 Epoch 2292/5000 148/148 [==============================] - 0s 61us/step - loss: 7105.7640 - mean_absolute_error: 63.4128 - val_loss: 16171.0348 - val_mean_absolute_error: 107.3213 Epoch 2293/5000 148/148 [==============================] - 0s 68us/step - loss: 7103.4093 - mean_absolute_error: 63.3724 - val_loss: 16160.3752 - val_mean_absolute_error: 107.2783 Epoch 2294/5000 148/148 [==============================] - 0s 68us/step - loss: 7100.1988 - mean_absolute_error: 63.3670 - val_loss: 16149.5573 - val_mean_absolute_error: 107.2365 Epoch 2295/5000 148/148 [==============================] - 0s 61us/step - loss: 7095.4258 - mean_absolute_error: 63.3401 - val_loss: 16137.4907 - val_mean_absolute_error: 107.1997 Epoch 2296/5000 148/148 [==============================] - 0s 68us/step - loss: 7092.4202 - mean_absolute_error: 63.2916 - val_loss: 16133.0545 - val_mean_absolute_error: 107.1780 Epoch 2297/5000 148/148 [==============================] - 0s 74us/step - loss: 7089.1530 - mean_absolute_error: 63.2707 - val_loss: 16125.5813 - val_mean_absolute_error: 107.1468 Epoch 2298/5000 148/148 [==============================] - 0s 68us/step - loss: 7087.4493 - mean_absolute_error: 63.2420 - val_loss: 16116.5468 - val_mean_absolute_error: 107.1127 Epoch 2299/5000 148/148 [==============================] - 0s 61us/step - loss: 7083.5209 - mean_absolute_error: 63.2322 - val_loss: 16110.8548 - val_mean_absolute_error: 107.0926 Epoch 2300/5000 148/148 [==============================] - 0s 74us/step - loss: 7081.8309 - mean_absolute_error: 63.1907 - val_loss: 16098.4576 - val_mean_absolute_error: 107.0539 Epoch 2301/5000 148/148 [==============================] - 0s 68us/step - loss: 7076.2123 - mean_absolute_error: 63.1684 - val_loss: 16091.9333 - val_mean_absolute_error: 107.0238 Epoch 2302/5000 148/148 [==============================] - 0s 74us/step - loss: 7073.3758 - mean_absolute_error: 63.1765 - val_loss: 16085.2476 - val_mean_absolute_error: 106.9979 Epoch 2303/5000 148/148 [==============================] - 0s 74us/step - loss: 7072.5785 - mean_absolute_error: 63.1661 - val_loss: 16074.9452 - val_mean_absolute_error: 106.9559 Epoch 2304/5000 148/148 [==============================] - 0s 74us/step - loss: 7068.3737 - mean_absolute_error: 63.1185 - val_loss: 16067.9454 - val_mean_absolute_error: 106.9292 Epoch 2305/5000 148/148 [==============================] - 0s 68us/step - loss: 7062.5930 - mean_absolute_error: 63.1071 - val_loss: 16064.3359 - val_mean_absolute_error: 106.9090 Epoch 2306/5000 148/148 [==============================] - 0s 61us/step - loss: 7063.5402 - mean_absolute_error: 63.0397 - val_loss: 16057.7147 - val_mean_absolute_error: 106.8907 Epoch 2307/5000 148/148 [==============================] - 0s 81us/step - loss: 7058.7884 - mean_absolute_error: 63.0087 - val_loss: 16043.7850 - val_mean_absolute_error: 106.8370 Epoch 2308/5000 148/148 [==============================] - 0s 68us/step - loss: 7051.0387 - mean_absolute_error: 63.0394 - val_loss: 16036.1270 - val_mean_absolute_error: 106.8074 Epoch 2309/5000 148/148 [==============================] - 0s 68us/step - loss: 7048.3304 - mean_absolute_error: 63.0145 - val_loss: 16030.3091 - val_mean_absolute_error: 106.7888 Epoch 2310/5000 148/148 [==============================] - 0s 74us/step - loss: 7046.0940 - mean_absolute_error: 63.0273 - val_loss: 16020.9698 - val_mean_absolute_error: 106.7585 Epoch 2311/5000 148/148 [==============================] - 0s 61us/step - loss: 7042.1134 - mean_absolute_error: 63.0074 - val_loss: 16012.9691 - val_mean_absolute_error: 106.7276 Epoch 2312/5000 148/148 [==============================] - 0s 61us/step - loss: 7039.4743 - mean_absolute_error: 62.9737 - val_loss: 16010.4152 - val_mean_absolute_error: 106.7167 Epoch 2313/5000 148/148 [==============================] - 0s 74us/step - loss: 7037.7767 - mean_absolute_error: 62.9627 - val_loss: 16002.8271 - val_mean_absolute_error: 106.6838 Epoch 2314/5000 148/148 [==============================] - 0s 61us/step - loss: 7032.0089 - mean_absolute_error: 62.9276 - val_loss: 15992.9123 - val_mean_absolute_error: 106.6440 Epoch 2315/5000 148/148 [==============================] - 0s 68us/step - loss: 7030.0960 - mean_absolute_error: 62.9129 - val_loss: 15985.6968 - val_mean_absolute_error: 106.6145 Epoch 2316/5000 148/148 [==============================] - 0s 68us/step - loss: 7026.0691 - mean_absolute_error: 62.8972 - val_loss: 15980.4516 - val_mean_absolute_error: 106.5909 Epoch 2317/5000 148/148 [==============================] - 0s 61us/step - loss: 7025.5406 - mean_absolute_error: 62.8453 - val_loss: 15973.1104 - val_mean_absolute_error: 106.5691 Epoch 2318/5000 148/148 [==============================] - 0s 68us/step - loss: 7020.7802 - mean_absolute_error: 62.8207 - val_loss: 15967.1950 - val_mean_absolute_error: 106.5456 Epoch 2319/5000 148/148 [==============================] - 0s 68us/step - loss: 7015.9168 - mean_absolute_error: 62.8161 - val_loss: 15957.0119 - val_mean_absolute_error: 106.5109 Epoch 2320/5000 148/148 [==============================] - 0s 68us/step - loss: 7016.1608 - mean_absolute_error: 62.8400 - val_loss: 15948.8732 - val_mean_absolute_error: 106.4646 Epoch 2321/5000 148/148 [==============================] - 0s 68us/step - loss: 7015.8406 - mean_absolute_error: 62.7674 - val_loss: 15941.0640 - val_mean_absolute_error: 106.4333 Epoch 2322/5000 148/148 [==============================] - 0s 68us/step - loss: 7005.7333 - mean_absolute_error: 62.7417 - val_loss: 15938.3652 - val_mean_absolute_error: 106.4215 Epoch 2323/5000 148/148 [==============================] - 0s 68us/step - loss: 7003.1710 - mean_absolute_error: 62.7045 - val_loss: 15929.9722 - val_mean_absolute_error: 106.3855 Epoch 2324/5000 148/148 [==============================] - 0s 68us/step - loss: 7002.0376 - mean_absolute_error: 62.6908 - val_loss: 15928.2796 - val_mean_absolute_error: 106.3833 Epoch 2325/5000 148/148 [==============================] - 0s 68us/step - loss: 6996.8332 - mean_absolute_error: 62.6857 - val_loss: 15923.1067 - val_mean_absolute_error: 106.3588 Epoch 2326/5000 148/148 [==============================] - 0s 74us/step - loss: 6995.0999 - mean_absolute_error: 62.6641 - val_loss: 15918.0586 - val_mean_absolute_error: 106.3357 Epoch 2327/5000 148/148 [==============================] - 0s 61us/step - loss: 6993.2370 - mean_absolute_error: 62.6136 - val_loss: 15910.9680 - val_mean_absolute_error: 106.3076 Epoch 2328/5000 148/148 [==============================] - 0s 74us/step - loss: 6990.5107 - mean_absolute_error: 62.5806 - val_loss: 15902.3896 - val_mean_absolute_error: 106.2739 Epoch 2329/5000 148/148 [==============================] - 0s 68us/step - loss: 6986.5690 - mean_absolute_error: 62.6022 - val_loss: 15896.1339 - val_mean_absolute_error: 106.2506 Epoch 2330/5000 148/148 [==============================] - 0s 68us/step - loss: 6984.4209 - mean_absolute_error: 62.5690 - val_loss: 15893.8546 - val_mean_absolute_error: 106.2459 Epoch 2331/5000 148/148 [==============================] - 0s 68us/step - loss: 6980.5426 - mean_absolute_error: 62.5309 - val_loss: 15884.2909 - val_mean_absolute_error: 106.2113 Epoch 2332/5000 148/148 [==============================] - 0s 74us/step - loss: 6979.1211 - mean_absolute_error: 62.4644 - val_loss: 15877.6303 - val_mean_absolute_error: 106.1820 Epoch 2333/5000 148/148 [==============================] - 0s 61us/step - loss: 6974.3791 - mean_absolute_error: 62.4488 - val_loss: 15873.6801 - val_mean_absolute_error: 106.1697 Epoch 2334/5000 148/148 [==============================] - 0s 74us/step - loss: 6972.8372 - mean_absolute_error: 62.4403 - val_loss: 15869.9146 - val_mean_absolute_error: 106.1573 Epoch 2335/5000 148/148 [==============================] - 0s 68us/step - loss: 6970.5834 - mean_absolute_error: 62.4062 - val_loss: 15862.6973 - val_mean_absolute_error: 106.1298 Epoch 2336/5000 148/148 [==============================] - 0s 61us/step - loss: 6968.3609 - mean_absolute_error: 62.3926 - val_loss: 15853.4264 - val_mean_absolute_error: 106.0930 Epoch 2337/5000 148/148 [==============================] - 0s 74us/step - loss: 6965.2014 - mean_absolute_error: 62.3891 - val_loss: 15847.2077 - val_mean_absolute_error: 106.0571 Epoch 2338/5000 148/148 [==============================] - 0s 61us/step - loss: 6960.1068 - mean_absolute_error: 62.3725 - val_loss: 15837.7232 - val_mean_absolute_error: 106.0187 Epoch 2339/5000 148/148 [==============================] - 0s 81us/step - loss: 6957.0863 - mean_absolute_error: 62.3324 - val_loss: 15829.1869 - val_mean_absolute_error: 105.9864 Epoch 2340/5000 148/148 [==============================] - 0s 61us/step - loss: 6953.0683 - mean_absolute_error: 62.3001 - val_loss: 15821.4308 - val_mean_absolute_error: 105.9631 Epoch 2341/5000 148/148 [==============================] - 0s 61us/step - loss: 6953.9879 - mean_absolute_error: 62.3270 - val_loss: 15817.1364 - val_mean_absolute_error: 105.9553 Epoch 2342/5000 148/148 [==============================] - 0s 68us/step - loss: 6945.5730 - mean_absolute_error: 62.2668 - val_loss: 15810.4643 - val_mean_absolute_error: 105.9290 Epoch 2343/5000 148/148 [==============================] - 0s 68us/step - loss: 6945.9320 - mean_absolute_error: 62.2617 - val_loss: 15807.8561 - val_mean_absolute_error: 105.9195 Epoch 2344/5000 148/148 [==============================] - 0s 74us/step - loss: 6942.2880 - mean_absolute_error: 62.2405 - val_loss: 15806.1925 - val_mean_absolute_error: 105.9135 Epoch 2345/5000 148/148 [==============================] - 0s 74us/step - loss: 6940.1746 - mean_absolute_error: 62.2665 - val_loss: 15800.8811 - val_mean_absolute_error: 105.8888 Epoch 2346/5000 148/148 [==============================] - 0s 61us/step - loss: 6935.4667 - mean_absolute_error: 62.2368 - val_loss: 15797.4643 - val_mean_absolute_error: 105.8806 Epoch 2347/5000 148/148 [==============================] - 0s 68us/step - loss: 6934.3507 - mean_absolute_error: 62.2133 - val_loss: 15793.7977 - val_mean_absolute_error: 105.8641 Epoch 2348/5000 148/148 [==============================] - 0s 68us/step - loss: 6936.1466 - mean_absolute_error: 62.1735 - val_loss: 15782.7025 - val_mean_absolute_error: 105.8262 Epoch 2349/5000 148/148 [==============================] - 0s 61us/step - loss: 6931.1351 - mean_absolute_error: 62.2056 - val_loss: 15774.9244 - val_mean_absolute_error: 105.7923 Epoch 2350/5000 148/148 [==============================] - 0s 74us/step - loss: 6925.8640 - mean_absolute_error: 62.1793 - val_loss: 15763.5711 - val_mean_absolute_error: 105.7457 Epoch 2351/5000 148/148 [==============================] - 0s 61us/step - loss: 6923.1069 - mean_absolute_error: 62.1742 - val_loss: 15754.8561 - val_mean_absolute_error: 105.7075 Epoch 2352/5000 148/148 [==============================] - 0s 68us/step - loss: 6919.2280 - mean_absolute_error: 62.1347 - val_loss: 15746.6127 - val_mean_absolute_error: 105.6744 Epoch 2353/5000 148/148 [==============================] - 0s 68us/step - loss: 6917.7736 - mean_absolute_error: 62.1020 - val_loss: 15742.7093 - val_mean_absolute_error: 105.6543 Epoch 2354/5000 148/148 [==============================] - 0s 61us/step - loss: 6915.1694 - mean_absolute_error: 62.0629 - val_loss: 15737.3507 - val_mean_absolute_error: 105.6318 Epoch 2355/5000 148/148 [==============================] - 0s 61us/step - loss: 6910.5325 - mean_absolute_error: 62.0792 - val_loss: 15727.2852 - val_mean_absolute_error: 105.5895 Epoch 2356/5000 148/148 [==============================] - 0s 74us/step - loss: 6909.9752 - mean_absolute_error: 62.0761 - val_loss: 15718.5582 - val_mean_absolute_error: 105.5575 Epoch 2357/5000 148/148 [==============================] - 0s 68us/step - loss: 6900.3958 - mean_absolute_error: 62.0831 - val_loss: 15712.2939 - val_mean_absolute_error: 105.5329 Epoch 2358/5000 148/148 [==============================] - 0s 68us/step - loss: 6898.5637 - mean_absolute_error: 62.0714 - val_loss: 15703.6399 - val_mean_absolute_error: 105.4937 Epoch 2359/5000 148/148 [==============================] - 0s 74us/step - loss: 6894.9646 - mean_absolute_error: 62.0617 - val_loss: 15696.6036 - val_mean_absolute_error: 105.4765 Epoch 2360/5000 148/148 [==============================] - 0s 61us/step - loss: 6891.9348 - mean_absolute_error: 62.0405 - val_loss: 15688.7093 - val_mean_absolute_error: 105.4440 Epoch 2361/5000 148/148 [==============================] - 0s 68us/step - loss: 6888.3890 - mean_absolute_error: 62.0321 - val_loss: 15681.3727 - val_mean_absolute_error: 105.4123 Epoch 2362/5000 148/148 [==============================] - 0s 74us/step - loss: 6886.8430 - mean_absolute_error: 62.0380 - val_loss: 15677.7031 - val_mean_absolute_error: 105.3994 Epoch 2363/5000 148/148 [==============================] - 0s 68us/step - loss: 6886.0892 - mean_absolute_error: 62.0468 - val_loss: 15673.7152 - val_mean_absolute_error: 105.3830 Epoch 2364/5000 148/148 [==============================] - 0s 68us/step - loss: 6885.8508 - mean_absolute_error: 62.0041 - val_loss: 15664.1573 - val_mean_absolute_error: 105.3466 Epoch 2365/5000 148/148 [==============================] - 0s 81us/step - loss: 6879.3304 - mean_absolute_error: 61.9512 - val_loss: 15657.6662 - val_mean_absolute_error: 105.3237 Epoch 2366/5000 148/148 [==============================] - 0s 68us/step - loss: 6878.5787 - mean_absolute_error: 61.9676 - val_loss: 15654.6606 - val_mean_absolute_error: 105.3195 Epoch 2367/5000 148/148 [==============================] - 0s 74us/step - loss: 6875.0714 - mean_absolute_error: 61.9245 - val_loss: 15647.1577 - val_mean_absolute_error: 105.2872 Epoch 2368/5000 148/148 [==============================] - 0s 68us/step - loss: 6871.4731 - mean_absolute_error: 61.9213 - val_loss: 15644.4664 - val_mean_absolute_error: 105.2774 Epoch 2369/5000 148/148 [==============================] - 0s 68us/step - loss: 6868.1657 - mean_absolute_error: 61.8790 - val_loss: 15632.9554 - val_mean_absolute_error: 105.2347 Epoch 2370/5000 148/148 [==============================] - 0s 61us/step - loss: 6864.5193 - mean_absolute_error: 61.8996 - val_loss: 15626.4279 - val_mean_absolute_error: 105.2104 Epoch 2371/5000 148/148 [==============================] - 0s 61us/step - loss: 6861.4652 - mean_absolute_error: 61.8600 - val_loss: 15620.9971 - val_mean_absolute_error: 105.1914 Epoch 2372/5000 148/148 [==============================] - 0s 68us/step - loss: 6863.4831 - mean_absolute_error: 61.8458 - val_loss: 15619.5971 - val_mean_absolute_error: 105.1818 Epoch 2373/5000 148/148 [==============================] - 0s 68us/step - loss: 6856.5824 - mean_absolute_error: 61.8013 - val_loss: 15610.9541 - val_mean_absolute_error: 105.1512 Epoch 2374/5000 148/148 [==============================] - 0s 74us/step - loss: 6853.2679 - mean_absolute_error: 61.8106 - val_loss: 15605.1390 - val_mean_absolute_error: 105.1263 Epoch 2375/5000 148/148 [==============================] - 0s 74us/step - loss: 6852.7438 - mean_absolute_error: 61.8228 - val_loss: 15595.1792 - val_mean_absolute_error: 105.0836 Epoch 2376/5000 148/148 [==============================] - 0s 68us/step - loss: 6848.1616 - mean_absolute_error: 61.7831 - val_loss: 15588.1412 - val_mean_absolute_error: 105.0534 Epoch 2377/5000 148/148 [==============================] - 0s 74us/step - loss: 6844.1762 - mean_absolute_error: 61.7870 - val_loss: 15583.5849 - val_mean_absolute_error: 105.0354 Epoch 2378/5000 148/148 [==============================] - 0s 61us/step - loss: 6841.4226 - mean_absolute_error: 61.7677 - val_loss: 15573.7731 - val_mean_absolute_error: 104.9945 Epoch 2379/5000 148/148 [==============================] - 0s 68us/step - loss: 6841.3691 - mean_absolute_error: 61.7829 - val_loss: 15566.9266 - val_mean_absolute_error: 104.9669 Epoch 2380/5000 148/148 [==============================] - 0s 68us/step - loss: 6834.3502 - mean_absolute_error: 61.7579 - val_loss: 15558.9830 - val_mean_absolute_error: 104.9337 Epoch 2381/5000 148/148 [==============================] - 0s 61us/step - loss: 6831.4202 - mean_absolute_error: 61.7196 - val_loss: 15548.8194 - val_mean_absolute_error: 104.8916 Epoch 2382/5000 148/148 [==============================] - 0s 74us/step - loss: 6827.6824 - mean_absolute_error: 61.6905 - val_loss: 15539.6299 - val_mean_absolute_error: 104.8533 Epoch 2383/5000 148/148 [==============================] - 0s 68us/step - loss: 6822.5635 - mean_absolute_error: 61.6739 - val_loss: 15529.1633 - val_mean_absolute_error: 104.8104 Epoch 2384/5000 148/148 [==============================] - 0s 74us/step - loss: 6820.8667 - mean_absolute_error: 61.6666 - val_loss: 15523.0061 - val_mean_absolute_error: 104.7868 Epoch 2385/5000 148/148 [==============================] - 0s 61us/step - loss: 6814.6730 - mean_absolute_error: 61.6360 - val_loss: 15518.0990 - val_mean_absolute_error: 104.7663 Epoch 2386/5000 148/148 [==============================] - 0s 74us/step - loss: 6814.4116 - mean_absolute_error: 61.5892 - val_loss: 15506.2774 - val_mean_absolute_error: 104.7274 Epoch 2387/5000 148/148 [==============================] - 0s 68us/step - loss: 6810.6657 - mean_absolute_error: 61.5871 - val_loss: 15499.7657 - val_mean_absolute_error: 104.6985 Epoch 2388/5000 148/148 [==============================] - 0s 68us/step - loss: 6805.3254 - mean_absolute_error: 61.5449 - val_loss: 15492.4155 - val_mean_absolute_error: 104.6678 Epoch 2389/5000 148/148 [==============================] - 0s 68us/step - loss: 6804.5910 - mean_absolute_error: 61.5627 - val_loss: 15484.0295 - val_mean_absolute_error: 104.6327 Epoch 2390/5000 148/148 [==============================] - 0s 68us/step - loss: 6800.4628 - mean_absolute_error: 61.5465 - val_loss: 15476.0891 - val_mean_absolute_error: 104.6084 Epoch 2391/5000 148/148 [==============================] - 0s 68us/step - loss: 6796.2247 - mean_absolute_error: 61.5750 - val_loss: 15468.2736 - val_mean_absolute_error: 104.5736 Epoch 2392/5000 148/148 [==============================] - 0s 61us/step - loss: 6792.7317 - mean_absolute_error: 61.5570 - val_loss: 15461.3537 - val_mean_absolute_error: 104.5515 Epoch 2393/5000 148/148 [==============================] - 0s 68us/step - loss: 6790.6626 - mean_absolute_error: 61.4910 - val_loss: 15454.3591 - val_mean_absolute_error: 104.5279 Epoch 2394/5000 148/148 [==============================] - 0s 61us/step - loss: 6787.2907 - mean_absolute_error: 61.4744 - val_loss: 15444.6477 - val_mean_absolute_error: 104.4857 Epoch 2395/5000 148/148 [==============================] - 0s 68us/step - loss: 6784.8407 - mean_absolute_error: 61.4728 - val_loss: 15438.9237 - val_mean_absolute_error: 104.4550 Epoch 2396/5000 148/148 [==============================] - 0s 88us/step - loss: 6780.4925 - mean_absolute_error: 61.4093 - val_loss: 15433.9629 - val_mean_absolute_error: 104.4357 Epoch 2397/5000 148/148 [==============================] - 0s 81us/step - loss: 6779.2999 - mean_absolute_error: 61.4068 - val_loss: 15421.5274 - val_mean_absolute_error: 104.3898 Epoch 2398/5000 148/148 [==============================] - 0s 68us/step - loss: 6772.4175 - mean_absolute_error: 61.4372 - val_loss: 15416.3620 - val_mean_absolute_error: 104.3697 Epoch 2399/5000 148/148 [==============================] - 0s 74us/step - loss: 6769.6687 - mean_absolute_error: 61.4248 - val_loss: 15406.7673 - val_mean_absolute_error: 104.3275 Epoch 2400/5000 148/148 [==============================] - 0s 61us/step - loss: 6766.2933 - mean_absolute_error: 61.4063 - val_loss: 15399.9322 - val_mean_absolute_error: 104.2991 Epoch 2401/5000 148/148 [==============================] - 0s 81us/step - loss: 6765.0872 - mean_absolute_error: 61.3986 - val_loss: 15395.3153 - val_mean_absolute_error: 104.2815 Epoch 2402/5000 148/148 [==============================] - 0s 68us/step - loss: 6762.5089 - mean_absolute_error: 61.3736 - val_loss: 15388.6470 - val_mean_absolute_error: 104.2521 Epoch 2403/5000 148/148 [==============================] - 0s 74us/step - loss: 6760.8667 - mean_absolute_error: 61.3926 - val_loss: 15378.3222 - val_mean_absolute_error: 104.2089 Epoch 2404/5000 148/148 [==============================] - 0s 61us/step - loss: 6759.0668 - mean_absolute_error: 61.3460 - val_loss: 15371.9217 - val_mean_absolute_error: 104.1815 Epoch 2405/5000 148/148 [==============================] - 0s 68us/step - loss: 6752.9166 - mean_absolute_error: 61.3105 - val_loss: 15363.7568 - val_mean_absolute_error: 104.1477 Epoch 2406/5000 148/148 [==============================] - 0s 74us/step - loss: 6750.5484 - mean_absolute_error: 61.2962 - val_loss: 15356.1000 - val_mean_absolute_error: 104.1142 Epoch 2407/5000 148/148 [==============================] - 0s 61us/step - loss: 6747.0907 - mean_absolute_error: 61.2967 - val_loss: 15351.5041 - val_mean_absolute_error: 104.0941 Epoch 2408/5000 148/148 [==============================] - 0s 74us/step - loss: 6744.9833 - mean_absolute_error: 61.2916 - val_loss: 15349.3577 - val_mean_absolute_error: 104.0744 Epoch 2409/5000 148/148 [==============================] - 0s 68us/step - loss: 6742.4854 - mean_absolute_error: 61.2358 - val_loss: 15348.6471 - val_mean_absolute_error: 104.0737 Epoch 2410/5000 148/148 [==============================] - 0s 68us/step - loss: 6742.2073 - mean_absolute_error: 61.2879 - val_loss: 15345.4825 - val_mean_absolute_error: 104.0687 Epoch 2411/5000 148/148 [==============================] - 0s 74us/step - loss: 6737.9660 - mean_absolute_error: 61.2158 - val_loss: 15341.0954 - val_mean_absolute_error: 104.0522 Epoch 2412/5000 148/148 [==============================] - 0s 61us/step - loss: 6734.4197 - mean_absolute_error: 61.2261 - val_loss: 15339.6873 - val_mean_absolute_error: 104.0481 Epoch 2413/5000 148/148 [==============================] - 0s 61us/step - loss: 6738.2047 - mean_absolute_error: 61.2811 - val_loss: 15334.6224 - val_mean_absolute_error: 104.0262 Epoch 2414/5000 148/148 [==============================] - 0s 68us/step - loss: 6734.3224 - mean_absolute_error: 61.2538 - val_loss: 15331.2212 - val_mean_absolute_error: 104.0109 Epoch 2415/5000 148/148 [==============================] - 0s 68us/step - loss: 6731.4274 - mean_absolute_error: 61.2129 - val_loss: 15321.1381 - val_mean_absolute_error: 103.9682 Epoch 2416/5000 148/148 [==============================] - 0s 74us/step - loss: 6726.8099 - mean_absolute_error: 61.2087 - val_loss: 15316.9427 - val_mean_absolute_error: 103.9491 Epoch 2417/5000 148/148 [==============================] - 0s 61us/step - loss: 6723.0278 - mean_absolute_error: 61.1515 - val_loss: 15312.6727 - val_mean_absolute_error: 103.9304 Epoch 2418/5000 148/148 [==============================] - 0s 81us/step - loss: 6722.0808 - mean_absolute_error: 61.1229 - val_loss: 15304.6383 - val_mean_absolute_error: 103.8947 Epoch 2419/5000 148/148 [==============================] - 0s 68us/step - loss: 6719.0960 - mean_absolute_error: 61.1350 - val_loss: 15294.5035 - val_mean_absolute_error: 103.8529 Epoch 2420/5000 148/148 [==============================] - 0s 81us/step - loss: 6714.6321 - mean_absolute_error: 61.1272 - val_loss: 15286.2746 - val_mean_absolute_error: 103.8191 Epoch 2421/5000 148/148 [==============================] - 0s 68us/step - loss: 6712.0683 - mean_absolute_error: 61.1165 - val_loss: 15283.9376 - val_mean_absolute_error: 103.8185 Epoch 2422/5000 148/148 [==============================] - 0s 61us/step - loss: 6711.2793 - mean_absolute_error: 61.1498 - val_loss: 15279.6234 - val_mean_absolute_error: 103.8034 Epoch 2423/5000 148/148 [==============================] - 0s 68us/step - loss: 6706.7603 - mean_absolute_error: 61.1163 - val_loss: 15278.4487 - val_mean_absolute_error: 103.7915 Epoch 2424/5000 148/148 [==============================] - 0s 61us/step - loss: 6704.8733 - mean_absolute_error: 61.0597 - val_loss: 15271.9310 - val_mean_absolute_error: 103.7667 Epoch 2425/5000 148/148 [==============================] - 0s 61us/step - loss: 6701.6170 - mean_absolute_error: 61.0450 - val_loss: 15265.0734 - val_mean_absolute_error: 103.7359 Epoch 2426/5000 148/148 [==============================] - 0s 68us/step - loss: 6699.7934 - mean_absolute_error: 61.0060 - val_loss: 15263.2399 - val_mean_absolute_error: 103.7269 Epoch 2427/5000 148/148 [==============================] - 0s 61us/step - loss: 6697.2153 - mean_absolute_error: 60.9986 - val_loss: 15258.7928 - val_mean_absolute_error: 103.7004 Epoch 2428/5000 148/148 [==============================] - 0s 81us/step - loss: 6694.8815 - mean_absolute_error: 60.9460 - val_loss: 15249.8257 - val_mean_absolute_error: 103.6593 Epoch 2429/5000 148/148 [==============================] - 0s 61us/step - loss: 6692.2143 - mean_absolute_error: 60.8863 - val_loss: 15238.9060 - val_mean_absolute_error: 103.6212 Epoch 2430/5000 148/148 [==============================] - 0s 68us/step - loss: 6689.1090 - mean_absolute_error: 60.8834 - val_loss: 15231.1988 - val_mean_absolute_error: 103.5866 Epoch 2431/5000 148/148 [==============================] - 0s 68us/step - loss: 6687.5033 - mean_absolute_error: 60.9118 - val_loss: 15230.0920 - val_mean_absolute_error: 103.5712 Epoch 2432/5000 148/148 [==============================] - 0s 68us/step - loss: 6683.6236 - mean_absolute_error: 60.8542 - val_loss: 15225.5843 - val_mean_absolute_error: 103.5534 Epoch 2433/5000 148/148 [==============================] - 0s 68us/step - loss: 6681.3141 - mean_absolute_error: 60.8845 - val_loss: 15217.8052 - val_mean_absolute_error: 103.5176 Epoch 2434/5000 148/148 [==============================] - 0s 61us/step - loss: 6680.9297 - mean_absolute_error: 60.8140 - val_loss: 15213.2461 - val_mean_absolute_error: 103.5028 Epoch 2435/5000 148/148 [==============================] - 0s 61us/step - loss: 6676.8677 - mean_absolute_error: 60.8423 - val_loss: 15206.9870 - val_mean_absolute_error: 103.4761 Epoch 2436/5000 148/148 [==============================] - 0s 68us/step - loss: 6675.0318 - mean_absolute_error: 60.7788 - val_loss: 15198.4993 - val_mean_absolute_error: 103.4493 Epoch 2437/5000 148/148 [==============================] - 0s 88us/step - loss: 6672.3921 - mean_absolute_error: 60.7380 - val_loss: 15192.9738 - val_mean_absolute_error: 103.4211 Epoch 2438/5000 148/148 [==============================] - 0s 68us/step - loss: 6671.3135 - mean_absolute_error: 60.7532 - val_loss: 15192.7505 - val_mean_absolute_error: 103.4216 Epoch 2439/5000 148/148 [==============================] - 0s 68us/step - loss: 6670.7574 - mean_absolute_error: 60.7305 - val_loss: 15192.4272 - val_mean_absolute_error: 103.4191 Epoch 2440/5000 148/148 [==============================] - 0s 74us/step - loss: 6667.2264 - mean_absolute_error: 60.7184 - val_loss: 15189.8739 - val_mean_absolute_error: 103.4100 Epoch 2441/5000 148/148 [==============================] - 0s 74us/step - loss: 6665.0758 - mean_absolute_error: 60.7199 - val_loss: 15185.4248 - val_mean_absolute_error: 103.3901 Epoch 2442/5000 148/148 [==============================] - 0s 74us/step - loss: 6662.8653 - mean_absolute_error: 60.7270 - val_loss: 15182.1732 - val_mean_absolute_error: 103.3849 Epoch 2443/5000 148/148 [==============================] - 0s 83us/step - loss: 6661.3281 - mean_absolute_error: 60.7397 - val_loss: 15175.9184 - val_mean_absolute_error: 103.3567 Epoch 2444/5000 148/148 [==============================] - 0s 68us/step - loss: 6661.8708 - mean_absolute_error: 60.6990 - val_loss: 15171.3292 - val_mean_absolute_error: 103.3442 Epoch 2445/5000 148/148 [==============================] - 0s 68us/step - loss: 6661.9287 - mean_absolute_error: 60.6753 - val_loss: 15163.7665 - val_mean_absolute_error: 103.3106 Epoch 2446/5000 148/148 [==============================] - 0s 61us/step - loss: 6654.2015 - mean_absolute_error: 60.6701 - val_loss: 15157.6671 - val_mean_absolute_error: 103.2845 Epoch 2447/5000 148/148 [==============================] - 0s 68us/step - loss: 6651.4122 - mean_absolute_error: 60.6805 - val_loss: 15149.5992 - val_mean_absolute_error: 103.2593 Epoch 2448/5000 148/148 [==============================] - 0s 68us/step - loss: 6650.0421 - mean_absolute_error: 60.6705 - val_loss: 15142.7131 - val_mean_absolute_error: 103.2379 Epoch 2449/5000 148/148 [==============================] - 0s 68us/step - loss: 6645.0222 - mean_absolute_error: 60.6788 - val_loss: 15133.0695 - val_mean_absolute_error: 103.1961 Epoch 2450/5000 148/148 [==============================] - 0s 68us/step - loss: 6643.0344 - mean_absolute_error: 60.6522 - val_loss: 15131.0863 - val_mean_absolute_error: 103.1829 Epoch 2451/5000 148/148 [==============================] - 0s 68us/step - loss: 6638.1886 - mean_absolute_error: 60.6672 - val_loss: 15126.5876 - val_mean_absolute_error: 103.1611 Epoch 2452/5000 148/148 [==============================] - 0s 68us/step - loss: 6636.7248 - mean_absolute_error: 60.6376 - val_loss: 15123.4546 - val_mean_absolute_error: 103.1343 Epoch 2453/5000 148/148 [==============================] - 0s 74us/step - loss: 6634.5402 - mean_absolute_error: 60.6173 - val_loss: 15120.0258 - val_mean_absolute_error: 103.1198 Epoch 2454/5000 148/148 [==============================] - 0s 68us/step - loss: 6633.7858 - mean_absolute_error: 60.5799 - val_loss: 15111.0190 - val_mean_absolute_error: 103.0793 Epoch 2455/5000 148/148 [==============================] - 0s 61us/step - loss: 6629.2763 - mean_absolute_error: 60.5788 - val_loss: 15106.6960 - val_mean_absolute_error: 103.0580 Epoch 2456/5000 148/148 [==============================] - 0s 74us/step - loss: 6626.8550 - mean_absolute_error: 60.5623 - val_loss: 15104.3728 - val_mean_absolute_error: 103.0515 Epoch 2457/5000 148/148 [==============================] - 0s 61us/step - loss: 6626.0508 - mean_absolute_error: 60.5829 - val_loss: 15101.1910 - val_mean_absolute_error: 103.0386 Epoch 2458/5000 148/148 [==============================] - 0s 74us/step - loss: 6627.8542 - mean_absolute_error: 60.5893 - val_loss: 15097.3446 - val_mean_absolute_error: 103.0259 Epoch 2459/5000 148/148 [==============================] - 0s 68us/step - loss: 6619.3984 - mean_absolute_error: 60.5722 - val_loss: 15090.0693 - val_mean_absolute_error: 102.9939 Epoch 2460/5000 148/148 [==============================] - 0s 74us/step - loss: 6619.1303 - mean_absolute_error: 60.5631 - val_loss: 15085.4397 - val_mean_absolute_error: 102.9716 Epoch 2461/5000 148/148 [==============================] - 0s 74us/step - loss: 6615.5692 - mean_absolute_error: 60.5492 - val_loss: 15079.2355 - val_mean_absolute_error: 102.9426 Epoch 2462/5000 148/148 [==============================] - 0s 61us/step - loss: 6615.3681 - mean_absolute_error: 60.5773 - val_loss: 15074.9828 - val_mean_absolute_error: 102.9272 Epoch 2463/5000 148/148 [==============================] - 0s 68us/step - loss: 6610.5040 - mean_absolute_error: 60.5321 - val_loss: 15065.8663 - val_mean_absolute_error: 102.8886 Epoch 2464/5000 148/148 [==============================] - 0s 68us/step - loss: 6608.1282 - mean_absolute_error: 60.5745 - val_loss: 15055.3906 - val_mean_absolute_error: 102.8433 Epoch 2465/5000 148/148 [==============================] - 0s 74us/step - loss: 6602.0708 - mean_absolute_error: 60.5415 - val_loss: 15048.4176 - val_mean_absolute_error: 102.8120 Epoch 2466/5000 148/148 [==============================] - 0s 61us/step - loss: 6602.3898 - mean_absolute_error: 60.5479 - val_loss: 15044.5554 - val_mean_absolute_error: 102.7949 Epoch 2467/5000 148/148 [==============================] - 0s 68us/step - loss: 6598.0050 - mean_absolute_error: 60.5367 - val_loss: 15046.0839 - val_mean_absolute_error: 102.7975 Epoch 2468/5000 148/148 [==============================] - 0s 61us/step - loss: 6596.6573 - mean_absolute_error: 60.5034 - val_loss: 15046.6202 - val_mean_absolute_error: 102.7951
<keras.callbacks.History at 0x2073b92cc88>
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 2ms/step - loss: 95994.9282 - mean_absolute_error: 266.5624 - val_loss: 160275.2863 - val_mean_absolute_error: 378.8630 Epoch 2/5000 148/148 [==============================] - 0s 74us/step - loss: 95942.1220 - mean_absolute_error: 266.4844 - val_loss: 160197.5212 - val_mean_absolute_error: 378.7647 Epoch 3/5000 148/148 [==============================] - 0s 74us/step - loss: 95887.1220 - mean_absolute_error: 266.4002 - val_loss: 160120.5575 - val_mean_absolute_error: 378.6678 Epoch 4/5000 148/148 [==============================] - 0s 68us/step - loss: 95835.9027 - mean_absolute_error: 266.3226 - val_loss: 160042.2819 - val_mean_absolute_error: 378.5715 Epoch 5/5000 148/148 [==============================] - 0s 81us/step - loss: 95780.1275 - mean_absolute_error: 266.2395 - val_loss: 159964.7794 - val_mean_absolute_error: 378.4765 Epoch 6/5000 148/148 [==============================] - 0s 81us/step - loss: 95728.2294 - mean_absolute_error: 266.1615 - val_loss: 159888.2594 - val_mean_absolute_error: 378.3820 Epoch 7/5000 148/148 [==============================] - 0s 88us/step - loss: 95674.7557 - mean_absolute_error: 266.0815 - val_loss: 159813.5475 - val_mean_absolute_error: 378.2895 Epoch 8/5000 148/148 [==============================] - 0s 81us/step - loss: 95621.5929 - mean_absolute_error: 266.0004 - val_loss: 159736.7225 - val_mean_absolute_error: 378.1948 Epoch 9/5000 148/148 [==============================] - 0s 68us/step - loss: 95568.7259 - mean_absolute_error: 265.9203 - val_loss: 159655.7081 - val_mean_absolute_error: 378.0954 Epoch 10/5000 148/148 [==============================] - 0s 81us/step - loss: 95514.7242 - mean_absolute_error: 265.8390 - val_loss: 159572.3181 - val_mean_absolute_error: 377.9937 Epoch 11/5000 148/148 [==============================] - 0s 74us/step - loss: 95456.4305 - mean_absolute_error: 265.7524 - val_loss: 159487.4631 - val_mean_absolute_error: 377.8902 Epoch 12/5000 148/148 [==============================] - 0s 81us/step - loss: 95398.3203 - mean_absolute_error: 265.6663 - val_loss: 159401.7812 - val_mean_absolute_error: 377.7858 Epoch 13/5000 148/148 [==============================] - 0s 88us/step - loss: 95338.4481 - mean_absolute_error: 265.5790 - val_loss: 159313.4944 - val_mean_absolute_error: 377.6784 Epoch 14/5000 148/148 [==============================] - ETA: 0s - loss: 95240.8594 - mean_absolute_error: 260.223 - 0s 68us/step - loss: 95278.8005 - mean_absolute_error: 265.4901 - val_loss: 159226.0275 - val_mean_absolute_error: 377.5717 Epoch 15/5000 148/148 [==============================] - 0s 88us/step - loss: 95218.1991 - mean_absolute_error: 265.3992 - val_loss: 159138.8356 - val_mean_absolute_error: 377.4651 Epoch 16/5000 148/148 [==============================] - 0s 74us/step - loss: 95156.5745 - mean_absolute_error: 265.3061 - val_loss: 159052.7319 - val_mean_absolute_error: 377.3597 Epoch 17/5000 148/148 [==============================] - 0s 74us/step - loss: 95096.9020 - mean_absolute_error: 265.2123 - val_loss: 158961.6594 - val_mean_absolute_error: 377.2486 Epoch 18/5000 148/148 [==============================] - 0s 95us/step - loss: 95034.7751 - mean_absolute_error: 265.1168 - val_loss: 158870.3856 - val_mean_absolute_error: 377.1368 Epoch 19/5000 148/148 [==============================] - 0s 61us/step - loss: 94970.4216 - mean_absolute_error: 265.0184 - val_loss: 158775.6931 - val_mean_absolute_error: 377.0206 Epoch 20/5000 148/148 [==============================] - 0s 81us/step - loss: 94904.6142 - mean_absolute_error: 264.9179 - val_loss: 158678.4488 - val_mean_absolute_error: 376.9020 Epoch 21/5000 148/148 [==============================] - 0s 81us/step - loss: 94837.5709 - mean_absolute_error: 264.8174 - val_loss: 158570.9244 - val_mean_absolute_error: 376.7716 Epoch 22/5000 148/148 [==============================] - 0s 68us/step - loss: 94762.0643 - mean_absolute_error: 264.7067 - val_loss: 158464.0463 - val_mean_absolute_error: 376.6415 Epoch 23/5000 148/148 [==============================] - 0s 81us/step - loss: 94688.1955 - mean_absolute_error: 264.5973 - val_loss: 158356.6806 - val_mean_absolute_error: 376.5107 Epoch 24/5000 148/148 [==============================] - 0s 81us/step - loss: 94613.0667 - mean_absolute_error: 264.4859 - val_loss: 158247.5625 - val_mean_absolute_error: 376.3777 Epoch 25/5000 148/148 [==============================] - 0s 81us/step - loss: 94536.0804 - mean_absolute_error: 264.3711 - val_loss: 158130.2094 - val_mean_absolute_error: 376.2352 Epoch 26/5000 148/148 [==============================] - 0s 88us/step - loss: 94454.1315 - mean_absolute_error: 264.2519 - val_loss: 158013.2938 - val_mean_absolute_error: 376.0929 Epoch 27/5000 148/148 [==============================] - 0s 68us/step - loss: 94371.4286 - mean_absolute_error: 264.1301 - val_loss: 157898.5138 - val_mean_absolute_error: 375.9529 Epoch 28/5000 148/148 [==============================] - 0s 81us/step - loss: 94288.5211 - mean_absolute_error: 264.0064 - val_loss: 157776.5619 - val_mean_absolute_error: 375.8043 Epoch 29/5000 148/148 [==============================] - 0s 88us/step - loss: 94204.8000 - mean_absolute_error: 263.8810 - val_loss: 157649.6925 - val_mean_absolute_error: 375.6497 Epoch 30/5000 148/148 [==============================] - 0s 68us/step - loss: 94110.5807 - mean_absolute_error: 263.7424 - val_loss: 157520.6787 - val_mean_absolute_error: 375.4928 Epoch 31/5000 148/148 [==============================] - 0s 81us/step - loss: 94022.8689 - mean_absolute_error: 263.6134 - val_loss: 157386.4894 - val_mean_absolute_error: 375.3294 Epoch 32/5000 148/148 [==============================] - 0s 81us/step - loss: 93926.2747 - mean_absolute_error: 263.4736 - val_loss: 157250.4475 - val_mean_absolute_error: 375.1642 Epoch 33/5000 148/148 [==============================] - 0s 81us/step - loss: 93829.7819 - mean_absolute_error: 263.3324 - val_loss: 157111.4006 - val_mean_absolute_error: 374.9956 Epoch 34/5000 148/148 [==============================] - 0s 81us/step - loss: 93733.5823 - mean_absolute_error: 263.1888 - val_loss: 156968.3500 - val_mean_absolute_error: 374.8223 Epoch 35/5000 148/148 [==============================] - 0s 88us/step - loss: 93634.0624 - mean_absolute_error: 263.0436 - val_loss: 156821.3987 - val_mean_absolute_error: 374.6446 Epoch 36/5000 148/148 [==============================] - 0s 68us/step - loss: 93535.5676 - mean_absolute_error: 262.8978 - val_loss: 156675.8494 - val_mean_absolute_error: 374.4682 Epoch 37/5000 148/148 [==============================] - 0s 88us/step - loss: 93434.9886 - mean_absolute_error: 262.7472 - val_loss: 156530.3919 - val_mean_absolute_error: 374.2912 Epoch 38/5000 148/148 [==============================] - 0s 74us/step - loss: 93332.5025 - mean_absolute_error: 262.5953 - val_loss: 156380.3606 - val_mean_absolute_error: 374.1091 Epoch 39/5000 148/148 [==============================] - 0s 68us/step - loss: 93228.4835 - mean_absolute_error: 262.4414 - val_loss: 156221.4281 - val_mean_absolute_error: 373.9167 Epoch 40/5000 148/148 [==============================] - 0s 95us/step - loss: 93117.4094 - mean_absolute_error: 262.2759 - val_loss: 156052.6625 - val_mean_absolute_error: 373.7129 Epoch 41/5000 148/148 [==============================] - 0s 68us/step - loss: 93004.1571 - mean_absolute_error: 262.1106 - val_loss: 155889.3662 - val_mean_absolute_error: 373.5152 Epoch 42/5000 148/148 [==============================] - 0s 68us/step - loss: 92889.6149 - mean_absolute_error: 261.9410 - val_loss: 155717.9419 - val_mean_absolute_error: 373.3072 Epoch 43/5000 148/148 [==============================] - 0s 95us/step - loss: 92770.8204 - mean_absolute_error: 261.7646 - val_loss: 155540.1606 - val_mean_absolute_error: 373.0914 Epoch 44/5000 148/148 [==============================] - 0s 68us/step - loss: 92647.1440 - mean_absolute_error: 261.5848 - val_loss: 155368.4106 - val_mean_absolute_error: 372.8821 Epoch 45/5000 148/148 [==============================] - 0s 68us/step - loss: 92531.2219 - mean_absolute_error: 261.4127 - val_loss: 155196.3294 - val_mean_absolute_error: 372.6718 Epoch 46/5000 148/148 [==============================] - 0s 68us/step - loss: 92409.8079 - mean_absolute_error: 261.2349 - val_loss: 155013.8344 - val_mean_absolute_error: 372.4487 Epoch 47/5000 148/148 [==============================] - 0s 101us/step - loss: 92283.1094 - mean_absolute_error: 261.0459 - val_loss: 154830.0150 - val_mean_absolute_error: 372.2241 Epoch 48/5000 148/148 [==============================] - 0s 101us/step - loss: 92149.8034 - mean_absolute_error: 260.8489 - val_loss: 154636.8225 - val_mean_absolute_error: 371.9877 Epoch 49/5000 148/148 [==============================] - 0s 68us/step - loss: 92020.5891 - mean_absolute_error: 260.6550 - val_loss: 154437.5944 - val_mean_absolute_error: 371.7438 Epoch 50/5000 148/148 [==============================] - 0s 68us/step - loss: 91885.4801 - mean_absolute_error: 260.4542 - val_loss: 154237.1206 - val_mean_absolute_error: 371.4983 Epoch 51/5000 148/148 [==============================] - 0s 81us/step - loss: 91751.4476 - mean_absolute_error: 260.2566 - val_loss: 154040.8006 - val_mean_absolute_error: 371.2577 Epoch 52/5000 148/148 [==============================] - 0s 74us/step - loss: 91613.0754 - mean_absolute_error: 260.0512 - val_loss: 153838.4369 - val_mean_absolute_error: 371.0095 Epoch 53/5000 148/148 [==============================] - 0s 61us/step - loss: 91474.5617 - mean_absolute_error: 259.8449 - val_loss: 153630.6975 - val_mean_absolute_error: 370.7553 Epoch 54/5000 148/148 [==============================] - 0s 74us/step - loss: 91330.4745 - mean_absolute_error: 259.6328 - val_loss: 153411.6550 - val_mean_absolute_error: 370.4880 Epoch 55/5000 148/148 [==============================] - 0s 81us/step - loss: 91185.2285 - mean_absolute_error: 259.4197 - val_loss: 153198.4719 - val_mean_absolute_error: 370.2278 Epoch 56/5000 148/148 [==============================] - 0s 74us/step - loss: 91032.4516 - mean_absolute_error: 259.1961 - val_loss: 152991.3600 - val_mean_absolute_error: 369.9746 Epoch 57/5000 148/148 [==============================] - 0s 68us/step - loss: 90887.1691 - mean_absolute_error: 258.9813 - val_loss: 152768.0044 - val_mean_absolute_error: 369.7013 Epoch 58/5000 148/148 [==============================] - 0s 74us/step - loss: 90737.2979 - mean_absolute_error: 258.7579 - val_loss: 152538.6038 - val_mean_absolute_error: 369.4207 Epoch 59/5000 148/148 [==============================] - 0s 74us/step - loss: 90577.7741 - mean_absolute_error: 258.5238 - val_loss: 152300.6013 - val_mean_absolute_error: 369.1297 Epoch 60/5000 148/148 [==============================] - 0s 68us/step - loss: 90415.4104 - mean_absolute_error: 258.2866 - val_loss: 152060.7387 - val_mean_absolute_error: 368.8356 Epoch 61/5000 148/148 [==============================] - 0s 68us/step - loss: 90253.4454 - mean_absolute_error: 258.0440 - val_loss: 151822.5262 - val_mean_absolute_error: 368.5438 Epoch 62/5000 148/148 [==============================] - 0s 68us/step - loss: 90094.6381 - mean_absolute_error: 257.8088 - val_loss: 151583.9531 - val_mean_absolute_error: 368.2502 Epoch 63/5000 148/148 [==============================] - 0s 61us/step - loss: 89924.3748 - mean_absolute_error: 257.5575 - val_loss: 151336.0269 - val_mean_absolute_error: 367.9452 Epoch 64/5000 148/148 [==============================] - 0s 81us/step - loss: 89759.0239 - mean_absolute_error: 257.3090 - val_loss: 151069.5787 - val_mean_absolute_error: 367.6175 Epoch 65/5000 148/148 [==============================] - 0s 88us/step - loss: 89581.3106 - mean_absolute_error: 257.0469 - val_loss: 150806.7575 - val_mean_absolute_error: 367.2939 Epoch 66/5000 148/148 [==============================] - 0s 68us/step - loss: 89408.9941 - mean_absolute_error: 256.7894 - val_loss: 150541.0331 - val_mean_absolute_error: 366.9660 Epoch 67/5000 148/148 [==============================] - 0s 74us/step - loss: 89227.4654 - mean_absolute_error: 256.5207 - val_loss: 150273.9262 - val_mean_absolute_error: 366.6362 Epoch 68/5000 148/148 [==============================] - 0s 88us/step - loss: 89044.3946 - mean_absolute_error: 256.2475 - val_loss: 149989.4544 - val_mean_absolute_error: 366.2854 Epoch 69/5000 148/148 [==============================] - 0s 74us/step - loss: 88857.3739 - mean_absolute_error: 255.9689 - val_loss: 149701.1500 - val_mean_absolute_error: 365.9297 Epoch 70/5000 148/148 [==============================] - 0s 68us/step - loss: 88654.8632 - mean_absolute_error: 255.6715 - val_loss: 149419.0162 - val_mean_absolute_error: 365.5808 Epoch 71/5000 148/148 [==============================] - 0s 68us/step - loss: 88468.4812 - mean_absolute_error: 255.3928 - val_loss: 149127.4012 - val_mean_absolute_error: 365.2205 Epoch 72/5000 148/148 [==============================] - 0s 74us/step - loss: 88269.7686 - mean_absolute_error: 255.0987 - val_loss: 148841.0638 - val_mean_absolute_error: 364.8668 Epoch 73/5000 148/148 [==============================] - 0s 74us/step - loss: 88075.9221 - mean_absolute_error: 254.8117 - val_loss: 148548.3387 - val_mean_absolute_error: 364.5050 Epoch 74/5000 148/148 [==============================] - 0s 61us/step - loss: 87884.6579 - mean_absolute_error: 254.5223 - val_loss: 148250.9600 - val_mean_absolute_error: 364.1363 Epoch 75/5000 148/148 [==============================] - 0s 81us/step - loss: 87680.0604 - mean_absolute_error: 254.2190 - val_loss: 147943.7806 - val_mean_absolute_error: 363.7543 Epoch 76/5000 148/148 [==============================] - 0s 68us/step - loss: 87477.1615 - mean_absolute_error: 253.9136 - val_loss: 147632.2594 - val_mean_absolute_error: 363.3658 Epoch 77/5000 148/148 [==============================] - 0s 74us/step - loss: 87264.2084 - mean_absolute_error: 253.5988 - val_loss: 147316.0350 - val_mean_absolute_error: 362.9710 Epoch 78/5000 148/148 [==============================] - 0s 68us/step - loss: 87050.0602 - mean_absolute_error: 253.2765 - val_loss: 146987.7737 - val_mean_absolute_error: 362.5624 Epoch 79/5000 148/148 [==============================] - 0s 74us/step - loss: 86836.3507 - mean_absolute_error: 252.9558 - val_loss: 146642.5031 - val_mean_absolute_error: 362.1327 Epoch 80/5000 148/148 [==============================] - 0s 61us/step - loss: 86598.0287 - mean_absolute_error: 252.6027 - val_loss: 146295.8513 - val_mean_absolute_error: 361.7001 Epoch 81/5000 148/148 [==============================] - 0s 81us/step - loss: 86370.5724 - mean_absolute_error: 252.2637 - val_loss: 145934.2925 - val_mean_absolute_error: 361.2481 Epoch 82/5000 148/148 [==============================] - 0s 61us/step - loss: 86125.3668 - mean_absolute_error: 251.8984 - val_loss: 145567.3631 - val_mean_absolute_error: 360.7877 Epoch 83/5000 148/148 [==============================] - 0s 74us/step - loss: 85889.2397 - mean_absolute_error: 251.5456 - val_loss: 145200.1787 - val_mean_absolute_error: 360.3268 Epoch 84/5000 148/148 [==============================] - 0s 74us/step - loss: 85641.1786 - mean_absolute_error: 251.1764 - val_loss: 144826.5606 - val_mean_absolute_error: 359.8583 Epoch 85/5000 148/148 [==============================] - 0s 74us/step - loss: 85398.1075 - mean_absolute_error: 250.8077 - val_loss: 144452.8919 - val_mean_absolute_error: 359.3892 Epoch 86/5000 148/148 [==============================] - 0s 68us/step - loss: 85158.1075 - mean_absolute_error: 250.4486 - val_loss: 144090.8337 - val_mean_absolute_error: 358.9326 Epoch 87/5000 148/148 [==============================] - 0s 81us/step - loss: 84917.9774 - mean_absolute_error: 250.0863 - val_loss: 143704.1006 - val_mean_absolute_error: 358.4447 Epoch 88/5000 148/148 [==============================] - 0s 81us/step - loss: 84667.7705 - mean_absolute_error: 249.7069 - val_loss: 143324.1281 - val_mean_absolute_error: 357.9653 Epoch 89/5000 148/148 [==============================] - 0s 74us/step - loss: 84416.7245 - mean_absolute_error: 249.3285 - val_loss: 142953.9519 - val_mean_absolute_error: 357.4967 Epoch 90/5000 148/148 [==============================] - 0s 68us/step - loss: 84168.9829 - mean_absolute_error: 248.9534 - val_loss: 142548.2294 - val_mean_absolute_error: 356.9847 Epoch 91/5000 148/148 [==============================] - 0s 74us/step - loss: 83898.6978 - mean_absolute_error: 248.5428 - val_loss: 142138.3475 - val_mean_absolute_error: 356.4661 Epoch 92/5000 148/148 [==============================] - 0s 68us/step - loss: 83640.7247 - mean_absolute_error: 248.1566 - val_loss: 141730.4119 - val_mean_absolute_error: 355.9468 Epoch 93/5000 148/148 [==============================] - 0s 61us/step - loss: 83370.9046 - mean_absolute_error: 247.7472 - val_loss: 141332.5500 - val_mean_absolute_error: 355.4401 Epoch 94/5000 148/148 [==============================] - 0s 68us/step - loss: 83121.3910 - mean_absolute_error: 247.3640 - val_loss: 140955.8119 - val_mean_absolute_error: 354.9587 Epoch 95/5000 148/148 [==============================] - 0s 68us/step - loss: 82872.1200 - mean_absolute_error: 246.9886 - val_loss: 140575.7600 - val_mean_absolute_error: 354.4732 Epoch 96/5000 148/148 [==============================] - 0s 74us/step - loss: 82629.2298 - mean_absolute_error: 246.6137 - val_loss: 140189.9594 - val_mean_absolute_error: 353.9799 Epoch 97/5000 148/148 [==============================] - 0s 68us/step - loss: 82374.3619 - mean_absolute_error: 246.2265 - val_loss: 139819.4256 - val_mean_absolute_error: 353.5040 Epoch 98/5000 148/148 [==============================] - 0s 68us/step - loss: 82131.7570 - mean_absolute_error: 245.8530 - val_loss: 139430.4869 - val_mean_absolute_error: 353.0053 Epoch 99/5000 148/148 [==============================] - 0s 74us/step - loss: 81881.3060 - mean_absolute_error: 245.4629 - val_loss: 139037.6837 - val_mean_absolute_error: 352.5012 Epoch 100/5000 148/148 [==============================] - 0s 68us/step - loss: 81626.7245 - mean_absolute_error: 245.0721 - val_loss: 138645.0194 - val_mean_absolute_error: 351.9953 Epoch 101/5000 148/148 [==============================] - 0s 74us/step - loss: 81370.5302 - mean_absolute_error: 244.6741 - val_loss: 138245.9456 - val_mean_absolute_error: 351.4802 Epoch 102/5000 148/148 [==============================] - 0s 74us/step - loss: 81101.5553 - mean_absolute_error: 244.2546 - val_loss: 137829.8256 - val_mean_absolute_error: 350.9439 Epoch 103/5000 148/148 [==============================] - 0s 61us/step - loss: 80831.7802 - mean_absolute_error: 243.8350 - val_loss: 137390.0113 - val_mean_absolute_error: 350.3768 Epoch 104/5000 148/148 [==============================] - 0s 74us/step - loss: 80544.6698 - mean_absolute_error: 243.3929 - val_loss: 136953.5994 - val_mean_absolute_error: 349.8113 Epoch 105/5000 148/148 [==============================] - 0s 68us/step - loss: 80256.8007 - mean_absolute_error: 242.9524 - val_loss: 136517.6675 - val_mean_absolute_error: 349.2440 Epoch 106/5000 148/148 [==============================] - 0s 68us/step - loss: 79982.0735 - mean_absolute_error: 242.5211 - val_loss: 136088.1050 - val_mean_absolute_error: 348.6824 Epoch 107/5000 148/148 [==============================] - 0s 68us/step - loss: 79697.5942 - mean_absolute_error: 242.0764 - val_loss: 135665.3856 - val_mean_absolute_error: 348.1281 Epoch 108/5000 148/148 [==============================] - 0s 74us/step - loss: 79424.9365 - mean_absolute_error: 241.6419 - val_loss: 135240.1194 - val_mean_absolute_error: 347.5699 Epoch 109/5000 148/148 [==============================] - 0s 74us/step - loss: 79134.0044 - mean_absolute_error: 241.1893 - val_loss: 134812.5781 - val_mean_absolute_error: 347.0079 Epoch 110/5000 148/148 [==============================] - 0s 61us/step - loss: 78846.4202 - mean_absolute_error: 240.7384 - val_loss: 134368.8550 - val_mean_absolute_error: 346.4246 Epoch 111/5000 148/148 [==============================] - 0s 74us/step - loss: 78552.1267 - mean_absolute_error: 240.2686 - val_loss: 133907.2538 - val_mean_absolute_error: 345.8178 Epoch 112/5000 148/148 [==============================] - 0s 68us/step - loss: 78248.4882 - mean_absolute_error: 239.7982 - val_loss: 133443.6525 - val_mean_absolute_error: 345.2065 Epoch 113/5000 148/148 [==============================] - 0s 61us/step - loss: 77953.1862 - mean_absolute_error: 239.3310 - val_loss: 132961.4956 - val_mean_absolute_error: 344.5695 Epoch 114/5000 148/148 [==============================] - 0s 88us/step - loss: 77639.8727 - mean_absolute_error: 238.8395 - val_loss: 132498.4800 - val_mean_absolute_error: 343.9547 Epoch 115/5000 148/148 [==============================] - 0s 74us/step - loss: 77336.5739 - mean_absolute_error: 238.3513 - val_loss: 132026.7319 - val_mean_absolute_error: 343.3282 Epoch 116/5000 148/148 [==============================] - 0s 68us/step - loss: 77019.8560 - mean_absolute_error: 237.8565 - val_loss: 131553.8369 - val_mean_absolute_error: 342.6986 Epoch 117/5000 148/148 [==============================] - 0s 74us/step - loss: 76721.3715 - mean_absolute_error: 237.3769 - val_loss: 131061.5300 - val_mean_absolute_error: 342.0438 Epoch 118/5000 148/148 [==============================] - 0s 61us/step - loss: 76404.3597 - mean_absolute_error: 236.8752 - val_loss: 130566.9631 - val_mean_absolute_error: 341.3849 Epoch 119/5000 148/148 [==============================] - 0s 74us/step - loss: 76109.8308 - mean_absolute_error: 236.3934 - val_loss: 130088.4894 - val_mean_absolute_error: 340.7444 Epoch 120/5000 148/148 [==============================] - 0s 68us/step - loss: 75808.9974 - mean_absolute_error: 235.9166 - val_loss: 129625.9238 - val_mean_absolute_error: 340.1218 Epoch 121/5000 148/148 [==============================] - 0s 68us/step - loss: 75504.8413 - mean_absolute_error: 235.4260 - val_loss: 129167.5831 - val_mean_absolute_error: 339.5041 Epoch 122/5000 148/148 [==============================] - 0s 68us/step - loss: 75201.1444 - mean_absolute_error: 234.9327 - val_loss: 128709.8950 - val_mean_absolute_error: 338.8870 Epoch 123/5000 148/148 [==============================] - 0s 61us/step - loss: 74895.1505 - mean_absolute_error: 234.4447 - val_loss: 128244.2462 - val_mean_absolute_error: 338.2575 Epoch 124/5000 148/148 [==============================] - 0s 74us/step - loss: 74603.4753 - mean_absolute_error: 233.9621 - val_loss: 127777.4906 - val_mean_absolute_error: 337.6253 Epoch 125/5000 148/148 [==============================] - 0s 68us/step - loss: 74304.2362 - mean_absolute_error: 233.4714 - val_loss: 127327.9238 - val_mean_absolute_error: 337.0137 Epoch 126/5000 148/148 [==============================] - 0s 68us/step - loss: 74004.8106 - mean_absolute_error: 232.9835 - val_loss: 126855.3237 - val_mean_absolute_error: 336.3705 Epoch 127/5000 148/148 [==============================] - 0s 74us/step - loss: 73695.6855 - mean_absolute_error: 232.4749 - val_loss: 126377.2725 - val_mean_absolute_error: 335.7177 Epoch 128/5000 148/148 [==============================] - 0s 61us/step - loss: 73381.0177 - mean_absolute_error: 231.9633 - val_loss: 125879.4375 - val_mean_absolute_error: 335.0370 Epoch 129/5000 148/148 [==============================] - 0s 61us/step - loss: 73051.4666 - mean_absolute_error: 231.4222 - val_loss: 125387.4394 - val_mean_absolute_error: 334.3607 Epoch 130/5000 148/148 [==============================] - 0s 74us/step - loss: 72733.0310 - mean_absolute_error: 230.9005 - val_loss: 124889.3319 - val_mean_absolute_error: 333.6766 Epoch 131/5000 148/148 [==============================] - 0s 61us/step - loss: 72423.2966 - mean_absolute_error: 230.3785 - val_loss: 124403.3656 - val_mean_absolute_error: 333.0069 Epoch 132/5000 148/148 [==============================] - 0s 68us/step - loss: 72114.7078 - mean_absolute_error: 229.8712 - val_loss: 123916.2575 - val_mean_absolute_error: 332.3341 Epoch 133/5000 148/148 [==============================] - 0s 74us/step - loss: 71808.8182 - mean_absolute_error: 229.3647 - val_loss: 123413.8625 - val_mean_absolute_error: 331.6408 Epoch 134/5000 148/148 [==============================] - 0s 68us/step - loss: 71501.4787 - mean_absolute_error: 228.8483 - val_loss: 122909.3531 - val_mean_absolute_error: 330.9436 Epoch 135/5000 148/148 [==============================] - 0s 68us/step - loss: 71174.7170 - mean_absolute_error: 228.3084 - val_loss: 122443.6712 - val_mean_absolute_error: 330.2973 Epoch 136/5000 148/148 [==============================] - 0s 74us/step - loss: 70887.2321 - mean_absolute_error: 227.8171 - val_loss: 121973.1525 - val_mean_absolute_error: 329.6413 Epoch 137/5000 148/148 [==============================] - 0s 74us/step - loss: 70576.4363 - mean_absolute_error: 227.3036 - val_loss: 121500.2844 - val_mean_absolute_error: 328.9785 Epoch 138/5000 148/148 [==============================] - 0s 68us/step - loss: 70271.0889 - mean_absolute_error: 226.7836 - val_loss: 120992.5375 - val_mean_absolute_error: 328.2653 Epoch 139/5000 148/148 [==============================] - 0s 74us/step - loss: 69925.5943 - mean_absolute_error: 226.1979 - val_loss: 120465.0950 - val_mean_absolute_error: 327.5236 Epoch 140/5000 148/148 [==============================] - 0s 68us/step - loss: 69575.9337 - mean_absolute_error: 225.6077 - val_loss: 119930.2587 - val_mean_absolute_error: 326.7707 Epoch 141/5000 148/148 [==============================] - 0s 74us/step - loss: 69236.7991 - mean_absolute_error: 225.0301 - val_loss: 119368.1237 - val_mean_absolute_error: 325.9792 Epoch 142/5000 148/148 [==============================] - 0s 74us/step - loss: 68862.2354 - mean_absolute_error: 224.3943 - val_loss: 118799.8100 - val_mean_absolute_error: 325.1770 Epoch 143/5000 148/148 [==============================] - 0s 68us/step - loss: 68513.4743 - mean_absolute_error: 223.7971 - val_loss: 118252.3212 - val_mean_absolute_error: 324.3995 Epoch 144/5000 148/148 [==============================] - 0s 68us/step - loss: 68157.8245 - mean_absolute_error: 223.1868 - val_loss: 117709.3525 - val_mean_absolute_error: 323.6247 Epoch 145/5000 148/148 [==============================] - 0s 68us/step - loss: 67798.3321 - mean_absolute_error: 222.5672 - val_loss: 117158.7106 - val_mean_absolute_error: 322.8377 Epoch 146/5000 148/148 [==============================] - 0s 74us/step - loss: 67452.3546 - mean_absolute_error: 221.9776 - val_loss: 116615.4263 - val_mean_absolute_error: 322.0568 Epoch 147/5000 148/148 [==============================] - 0s 74us/step - loss: 67113.3303 - mean_absolute_error: 221.3844 - val_loss: 116089.7337 - val_mean_absolute_error: 321.3004 Epoch 148/5000 148/148 [==============================] - 0s 68us/step - loss: 66772.1576 - mean_absolute_error: 220.8033 - val_loss: 115574.9263 - val_mean_absolute_error: 320.5585 Epoch 149/5000 148/148 [==============================] - 0s 74us/step - loss: 66464.1784 - mean_absolute_error: 220.2548 - val_loss: 115055.6100 - val_mean_absolute_error: 319.8103 Epoch 150/5000 148/148 [==============================] - 0s 74us/step - loss: 66134.9263 - mean_absolute_error: 219.6839 - val_loss: 114529.0400 - val_mean_absolute_error: 319.0487 Epoch 151/5000 148/148 [==============================] - 0s 68us/step - loss: 65808.9097 - mean_absolute_error: 219.1197 - val_loss: 114003.9794 - val_mean_absolute_error: 318.2858 Epoch 152/5000 148/148 [==============================] - 0s 74us/step - loss: 65477.9372 - mean_absolute_error: 218.5315 - val_loss: 113465.6131 - val_mean_absolute_error: 317.4999 Epoch 153/5000 148/148 [==============================] - 0s 74us/step - loss: 65133.9967 - mean_absolute_error: 217.9227 - val_loss: 112942.8375 - val_mean_absolute_error: 316.7316 Epoch 154/5000 148/148 [==============================] - 0s 61us/step - loss: 64810.4374 - mean_absolute_error: 217.3495 - val_loss: 112420.4875 - val_mean_absolute_error: 315.9629 Epoch 155/5000 148/148 [==============================] - 0s 74us/step - loss: 64473.2188 - mean_absolute_error: 216.7505 - val_loss: 111913.8537 - val_mean_absolute_error: 315.2138 Epoch 156/5000 148/148 [==============================] - 0s 68us/step - loss: 64148.8908 - mean_absolute_error: 216.1711 - val_loss: 111382.1387 - val_mean_absolute_error: 314.4280 Epoch 157/5000 148/148 [==============================] - 0s 68us/step - loss: 63803.5664 - mean_absolute_error: 215.5517 - val_loss: 110862.4000 - val_mean_absolute_error: 313.6580 Epoch 158/5000 148/148 [==============================] - 0s 68us/step - loss: 63468.9196 - mean_absolute_error: 214.9499 - val_loss: 110315.8075 - val_mean_absolute_error: 312.8467 Epoch 159/5000 148/148 [==============================] - 0s 68us/step - loss: 63135.0855 - mean_absolute_error: 214.3438 - val_loss: 109767.2025 - val_mean_absolute_error: 312.0299 Epoch 160/5000 148/148 [==============================] - 0s 74us/step - loss: 62777.6364 - mean_absolute_error: 213.7017 - val_loss: 109218.8744 - val_mean_absolute_error: 311.2112 Epoch 161/5000 148/148 [==============================] - 0s 74us/step - loss: 62440.3117 - mean_absolute_error: 213.0853 - val_loss: 108664.0144 - val_mean_absolute_error: 310.3817 Epoch 162/5000 148/148 [==============================] - 0s 68us/step - loss: 62085.3883 - mean_absolute_error: 212.4441 - val_loss: 108103.3600 - val_mean_absolute_error: 309.5431 Epoch 163/5000 148/148 [==============================] - 0s 74us/step - loss: 61742.0133 - mean_absolute_error: 211.8203 - val_loss: 107538.6050 - val_mean_absolute_error: 308.6943 Epoch 164/5000 148/148 [==============================] - 0s 68us/step - loss: 61387.0391 - mean_absolute_error: 211.1780 - val_loss: 106986.2312 - val_mean_absolute_error: 307.8640 Epoch 165/5000 148/148 [==============================] - 0s 68us/step - loss: 61044.6482 - mean_absolute_error: 210.5404 - val_loss: 106434.3300 - val_mean_absolute_error: 307.0404 Epoch 166/5000 148/148 [==============================] - 0s 68us/step - loss: 60689.1587 - mean_absolute_error: 209.8947 - val_loss: 105898.5562 - val_mean_absolute_error: 306.2379 Epoch 167/5000 148/148 [==============================] - 0s 68us/step - loss: 60372.4690 - mean_absolute_error: 209.2984 - val_loss: 105357.4769 - val_mean_absolute_error: 305.4247 Epoch 168/5000 148/148 [==============================] - 0s 68us/step - loss: 60033.7371 - mean_absolute_error: 208.6604 - val_loss: 104834.2331 - val_mean_absolute_error: 304.6326 Epoch 169/5000 148/148 [==============================] - 0s 61us/step - loss: 59711.3113 - mean_absolute_error: 208.0483 - val_loss: 104316.0150 - val_mean_absolute_error: 303.8443 Epoch 170/5000 148/148 [==============================] - 0s 68us/step - loss: 59369.6417 - mean_absolute_error: 207.4082 - val_loss: 103798.5644 - val_mean_absolute_error: 303.0543 Epoch 171/5000 148/148 [==============================] - 0s 68us/step - loss: 59033.1601 - mean_absolute_error: 206.7803 - val_loss: 103278.1962 - val_mean_absolute_error: 302.2575 Epoch 172/5000 148/148 [==============================] - 0s 74us/step - loss: 58702.1699 - mean_absolute_error: 206.1546 - val_loss: 102771.4187 - val_mean_absolute_error: 301.4785 Epoch 173/5000 148/148 [==============================] - 0s 68us/step - loss: 58392.3859 - mean_absolute_error: 205.5531 - val_loss: 102272.7100 - val_mean_absolute_error: 300.7089 Epoch 174/5000 148/148 [==============================] - 0s 68us/step - loss: 58071.4598 - mean_absolute_error: 204.9380 - val_loss: 101742.5862 - val_mean_absolute_error: 299.8931 Epoch 175/5000 148/148 [==============================] - 0s 68us/step - loss: 57764.9614 - mean_absolute_error: 204.3445 - val_loss: 101201.5875 - val_mean_absolute_error: 299.0595 Epoch 176/5000 148/148 [==============================] - 0s 74us/step - loss: 57428.7143 - mean_absolute_error: 203.7050 - val_loss: 100678.3931 - val_mean_absolute_error: 298.2490 Epoch 177/5000 148/148 [==============================] - 0s 74us/step - loss: 57104.9174 - mean_absolute_error: 203.0712 - val_loss: 100140.9462 - val_mean_absolute_error: 297.4138 Epoch 178/5000 148/148 [==============================] - 0s 68us/step - loss: 56765.0513 - mean_absolute_error: 202.4117 - val_loss: 99593.2681 - val_mean_absolute_error: 296.5588 Epoch 179/5000 148/148 [==============================] - 0s 61us/step - loss: 56434.2085 - mean_absolute_error: 201.7648 - val_loss: 99026.5931 - val_mean_absolute_error: 295.6722 Epoch 180/5000 148/148 [==============================] - 0s 74us/step - loss: 56080.1205 - mean_absolute_error: 201.0753 - val_loss: 98466.2525 - val_mean_absolute_error: 294.7906 Epoch 181/5000 148/148 [==============================] - 0s 61us/step - loss: 55752.1991 - mean_absolute_error: 200.4236 - val_loss: 97917.5647 - val_mean_absolute_error: 293.9233 Epoch 182/5000 148/148 [==============================] - 0s 61us/step - loss: 55414.2961 - mean_absolute_error: 199.7556 - val_loss: 97365.7587 - val_mean_absolute_error: 293.0497 Epoch 183/5000 148/148 [==============================] - 0s 68us/step - loss: 55088.9130 - mean_absolute_error: 199.1174 - val_loss: 96846.8744 - val_mean_absolute_error: 292.2234 Epoch 184/5000 148/148 [==============================] - 0s 68us/step - loss: 54757.3782 - mean_absolute_error: 198.4468 - val_loss: 96334.9959 - val_mean_absolute_error: 291.4080 Epoch 185/5000 148/148 [==============================] - 0s 74us/step - loss: 54447.5938 - mean_absolute_error: 197.8249 - val_loss: 95818.1269 - val_mean_absolute_error: 290.5793 Epoch 186/5000 148/148 [==============================] - 0s 68us/step - loss: 54126.0785 - mean_absolute_error: 197.1879 - val_loss: 95325.4984 - val_mean_absolute_error: 289.7836 Epoch 187/5000 148/148 [==============================] - 0s 74us/step - loss: 53817.4167 - mean_absolute_error: 196.5559 - val_loss: 94817.2188 - val_mean_absolute_error: 288.9608 Epoch 188/5000 148/148 [==============================] - 0s 68us/step - loss: 53494.0480 - mean_absolute_error: 195.8996 - val_loss: 94309.6163 - val_mean_absolute_error: 288.1383 Epoch 189/5000 148/148 [==============================] - 0s 68us/step - loss: 53181.1706 - mean_absolute_error: 195.2669 - val_loss: 93786.0322 - val_mean_absolute_error: 287.2840 Epoch 190/5000 148/148 [==============================] - 0s 74us/step - loss: 52860.6643 - mean_absolute_error: 194.6097 - val_loss: 93278.0103 - val_mean_absolute_error: 286.4526 Epoch 191/5000 148/148 [==============================] - 0s 68us/step - loss: 52546.3033 - mean_absolute_error: 193.9680 - val_loss: 92772.7162 - val_mean_absolute_error: 285.6249 Epoch 192/5000 148/148 [==============================] - 0s 68us/step - loss: 52231.9383 - mean_absolute_error: 193.3203 - val_loss: 92253.9306 - val_mean_absolute_error: 284.7721 Epoch 193/5000 148/148 [==============================] - 0s 74us/step - loss: 51912.9383 - mean_absolute_error: 192.6605 - val_loss: 91746.8938 - val_mean_absolute_error: 283.9367 Epoch 194/5000 148/148 [==============================] - 0s 68us/step - loss: 51610.2258 - mean_absolute_error: 192.0222 - val_loss: 91239.3978 - val_mean_absolute_error: 283.0995 Epoch 195/5000 148/148 [==============================] - 0s 74us/step - loss: 51303.0219 - mean_absolute_error: 191.3873 - val_loss: 90757.3622 - val_mean_absolute_error: 282.2992 Epoch 196/5000 148/148 [==============================] - 0s 74us/step - loss: 51012.9881 - mean_absolute_error: 190.7663 - val_loss: 90242.4947 - val_mean_absolute_error: 281.4409 Epoch 197/5000 148/148 [==============================] - 0s 68us/step - loss: 50677.9888 - mean_absolute_error: 190.0705 - val_loss: 89745.1906 - val_mean_absolute_error: 280.6078 Epoch 198/5000 148/148 [==============================] - 0s 61us/step - loss: 50384.0780 - mean_absolute_error: 189.4467 - val_loss: 89251.0503 - val_mean_absolute_error: 279.7750 Epoch 199/5000 148/148 [==============================] - 0s 81us/step - loss: 50077.1629 - mean_absolute_error: 188.7832 - val_loss: 88774.4881 - val_mean_absolute_error: 278.9695 Epoch 200/5000 148/148 [==============================] - 0s 61us/step - loss: 49784.8863 - mean_absolute_error: 188.1624 - val_loss: 88285.9350 - val_mean_absolute_error: 278.1428 Epoch 201/5000 148/148 [==============================] - 0s 68us/step - loss: 49483.4234 - mean_absolute_error: 187.5143 - val_loss: 87809.9122 - val_mean_absolute_error: 277.3413 Epoch 202/5000 148/148 [==============================] - 0s 74us/step - loss: 49194.3024 - mean_absolute_error: 186.8825 - val_loss: 87331.5316 - val_mean_absolute_error: 276.5336 Epoch 203/5000 148/148 [==============================] - 0s 68us/step - loss: 48897.7432 - mean_absolute_error: 186.2367 - val_loss: 86818.4594 - val_mean_absolute_error: 275.6646 Epoch 204/5000 148/148 [==============================] - 0s 68us/step - loss: 48587.1513 - mean_absolute_error: 185.5651 - val_loss: 86316.0344 - val_mean_absolute_error: 274.8082 Epoch 205/5000 148/148 [==============================] - 0s 74us/step - loss: 48282.1589 - mean_absolute_error: 184.8860 - val_loss: 85827.5134 - val_mean_absolute_error: 273.9708 Epoch 206/5000 148/148 [==============================] - 0s 68us/step - loss: 47979.8152 - mean_absolute_error: 184.2174 - val_loss: 85346.8284 - val_mean_absolute_error: 273.1407 Epoch 207/5000 148/148 [==============================] - 0s 68us/step - loss: 47678.9424 - mean_absolute_error: 183.5526 - val_loss: 84880.1159 - val_mean_absolute_error: 272.3293 Epoch 208/5000 148/148 [==============================] - 0s 74us/step - loss: 47398.4174 - mean_absolute_error: 182.9117 - val_loss: 84393.1347 - val_mean_absolute_error: 271.4808 Epoch 209/5000 148/148 [==============================] - 0s 61us/step - loss: 47096.0768 - mean_absolute_error: 182.2351 - val_loss: 83922.5828 - val_mean_absolute_error: 270.6605 Epoch 210/5000 148/148 [==============================] - 0s 61us/step - loss: 46799.1588 - mean_absolute_error: 181.5702 - val_loss: 83443.2553 - val_mean_absolute_error: 269.8207 Epoch 211/5000 148/148 [==============================] - 0s 68us/step - loss: 46515.7182 - mean_absolute_error: 180.9212 - val_loss: 82963.4969 - val_mean_absolute_error: 268.9764 Epoch 212/5000 148/148 [==============================] - 0s 68us/step - loss: 46210.3812 - mean_absolute_error: 180.2191 - val_loss: 82497.1350 - val_mean_absolute_error: 268.1539 Epoch 213/5000 148/148 [==============================] - 0s 68us/step - loss: 45911.4649 - mean_absolute_error: 179.5434 - val_loss: 82019.6391 - val_mean_absolute_error: 267.3115 Epoch 214/5000 148/148 [==============================] - 0s 74us/step - loss: 45625.3470 - mean_absolute_error: 178.8797 - val_loss: 81530.8806 - val_mean_absolute_error: 266.4426 Epoch 215/5000 148/148 [==============================] - 0s 68us/step - loss: 45334.1116 - mean_absolute_error: 178.2017 - val_loss: 81036.1850 - val_mean_absolute_error: 265.5637 Epoch 216/5000 148/148 [==============================] - 0s 68us/step - loss: 45039.1757 - mean_absolute_error: 177.5102 - val_loss: 80552.0262 - val_mean_absolute_error: 264.6967 Epoch 217/5000 148/148 [==============================] - 0s 68us/step - loss: 44745.2199 - mean_absolute_error: 176.8236 - val_loss: 80080.9291 - val_mean_absolute_error: 263.8507 Epoch 218/5000 148/148 [==============================] - 0s 74us/step - loss: 44462.4885 - mean_absolute_error: 176.1618 - val_loss: 79603.2469 - val_mean_absolute_error: 262.9912 Epoch 219/5000 148/148 [==============================] - 0s 68us/step - loss: 44171.1269 - mean_absolute_error: 175.4746 - val_loss: 79117.8341 - val_mean_absolute_error: 262.1190 Epoch 220/5000 148/148 [==============================] - 0s 68us/step - loss: 43888.4750 - mean_absolute_error: 174.8188 - val_loss: 78629.8887 - val_mean_absolute_error: 261.2371 Epoch 221/5000 148/148 [==============================] - 0s 68us/step - loss: 43585.2898 - mean_absolute_error: 174.1006 - val_loss: 78144.1650 - val_mean_absolute_error: 260.3570 Epoch 222/5000 148/148 [==============================] - 0s 61us/step - loss: 43316.7640 - mean_absolute_error: 173.4459 - val_loss: 77636.8319 - val_mean_absolute_error: 259.4368 Epoch 223/5000 148/148 [==============================] - 0s 81us/step - loss: 43035.2943 - mean_absolute_error: 172.7880 - val_loss: 77167.6928 - val_mean_absolute_error: 258.5772 Epoch 224/5000 148/148 [==============================] - 0s 68us/step - loss: 42765.1347 - mean_absolute_error: 172.1300 - val_loss: 76706.6600 - val_mean_absolute_error: 257.7244 Epoch 225/5000 148/148 [==============================] - 0s 68us/step - loss: 42490.2686 - mean_absolute_error: 171.4749 - val_loss: 76255.2269 - val_mean_absolute_error: 256.8839 Epoch 226/5000 148/148 [==============================] - 0s 81us/step - loss: 42221.9451 - mean_absolute_error: 170.8052 - val_loss: 75794.3866 - val_mean_absolute_error: 256.0267 Epoch 227/5000 148/148 [==============================] - 0s 61us/step - loss: 41950.3296 - mean_absolute_error: 170.1357 - val_loss: 75346.8584 - val_mean_absolute_error: 255.1990 Epoch 228/5000 148/148 [==============================] - 0s 81us/step - loss: 41680.7875 - mean_absolute_error: 169.4675 - val_loss: 74903.8422 - val_mean_absolute_error: 254.3779 Epoch 229/5000 148/148 [==============================] - 0s 68us/step - loss: 41414.7062 - mean_absolute_error: 168.7979 - val_loss: 74451.5522 - val_mean_absolute_error: 253.5314 Epoch 230/5000 148/148 [==============================] - 0s 68us/step - loss: 41142.8425 - mean_absolute_error: 168.1094 - val_loss: 73996.3400 - val_mean_absolute_error: 252.6765 Epoch 231/5000 148/148 [==============================] - 0s 68us/step - loss: 40870.5412 - mean_absolute_error: 167.4217 - val_loss: 73528.9394 - val_mean_absolute_error: 251.7980 Epoch 232/5000 148/148 [==============================] - 0s 61us/step - loss: 40594.9102 - mean_absolute_error: 166.7235 - val_loss: 73055.6662 - val_mean_absolute_error: 250.9012 Epoch 233/5000 148/148 [==============================] - 0s 81us/step - loss: 40318.9981 - mean_absolute_error: 166.0198 - val_loss: 72592.0531 - val_mean_absolute_error: 250.0165 Epoch 234/5000 148/148 [==============================] - 0s 68us/step - loss: 40048.3353 - mean_absolute_error: 165.3150 - val_loss: 72125.4044 - val_mean_absolute_error: 249.1199 Epoch 235/5000 148/148 [==============================] - 0s 61us/step - loss: 39770.3723 - mean_absolute_error: 164.6023 - val_loss: 71681.9637 - val_mean_absolute_error: 248.2655 Epoch 236/5000 148/148 [==============================] - 0s 74us/step - loss: 39508.2543 - mean_absolute_error: 163.9251 - val_loss: 71239.5691 - val_mean_absolute_error: 247.4108 Epoch 237/5000 148/148 [==============================] - 0s 68us/step - loss: 39242.5610 - mean_absolute_error: 163.2272 - val_loss: 70792.2231 - val_mean_absolute_error: 246.5488 Epoch 238/5000 148/148 [==============================] - 0s 61us/step - loss: 38978.7157 - mean_absolute_error: 162.5515 - val_loss: 70331.2822 - val_mean_absolute_error: 245.6541 Epoch 239/5000 148/148 [==============================] - 0s 74us/step - loss: 38709.7631 - mean_absolute_error: 161.8470 - val_loss: 69868.5078 - val_mean_absolute_error: 244.7480 Epoch 240/5000 148/148 [==============================] - 0s 68us/step - loss: 38440.2044 - mean_absolute_error: 161.1227 - val_loss: 69415.1328 - val_mean_absolute_error: 243.8550 Epoch 241/5000 148/148 [==============================] - 0s 68us/step - loss: 38184.2935 - mean_absolute_error: 160.4203 - val_loss: 68984.1356 - val_mean_absolute_error: 243.0005 Epoch 242/5000 148/148 [==============================] - 0s 74us/step - loss: 37928.7408 - mean_absolute_error: 159.7362 - val_loss: 68566.8797 - val_mean_absolute_error: 242.1709 Epoch 243/5000 148/148 [==============================] - 0s 68us/step - loss: 37677.9504 - mean_absolute_error: 159.0521 - val_loss: 68141.6528 - val_mean_absolute_error: 241.3192 Epoch 244/5000 148/148 [==============================] - 0s 68us/step - loss: 37422.2000 - mean_absolute_error: 158.3666 - val_loss: 67719.9306 - val_mean_absolute_error: 240.4739 Epoch 245/5000 148/148 [==============================] - 0s 74us/step - loss: 37171.3106 - mean_absolute_error: 157.6795 - val_loss: 67319.5262 - val_mean_absolute_error: 239.6658 Epoch 246/5000 148/148 [==============================] - 0s 68us/step - loss: 36933.2296 - mean_absolute_error: 157.0305 - val_loss: 66911.0934 - val_mean_absolute_error: 238.8358 Epoch 247/5000 148/148 [==============================] - 0s 61us/step - loss: 36680.9951 - mean_absolute_error: 156.3329 - val_loss: 66521.0963 - val_mean_absolute_error: 238.0407 Epoch 248/5000 148/148 [==============================] - 0s 68us/step - loss: 36441.8354 - mean_absolute_error: 155.6563 - val_loss: 66110.5969 - val_mean_absolute_error: 237.2017 Epoch 249/5000 148/148 [==============================] - 0s 61us/step - loss: 36197.3365 - mean_absolute_error: 154.9669 - val_loss: 65685.6628 - val_mean_absolute_error: 236.3297 Epoch 250/5000 148/148 [==============================] - 0s 68us/step - loss: 35937.5785 - mean_absolute_error: 154.2369 - val_loss: 65263.5891 - val_mean_absolute_error: 235.4623 Epoch 251/5000 148/148 [==============================] - 0s 68us/step - loss: 35680.1075 - mean_absolute_error: 153.5045 - val_loss: 64812.7875 - val_mean_absolute_error: 234.5369 Epoch 252/5000 148/148 [==============================] - 0s 68us/step - loss: 35421.7923 - mean_absolute_error: 152.7742 - val_loss: 64339.4397 - val_mean_absolute_error: 233.5657 Epoch 253/5000 148/148 [==============================] - 0s 61us/step - loss: 35160.6880 - mean_absolute_error: 152.0244 - val_loss: 63849.8581 - val_mean_absolute_error: 232.5585 Epoch 254/5000 148/148 [==============================] - 0s 74us/step - loss: 34892.1581 - mean_absolute_error: 151.2791 - val_loss: 63394.6553 - val_mean_absolute_error: 231.6110 Epoch 255/5000 148/148 [==============================] - 0s 74us/step - loss: 34653.5516 - mean_absolute_error: 150.5749 - val_loss: 62936.6875 - val_mean_absolute_error: 230.6563 Epoch 256/5000 148/148 [==============================] - 0s 74us/step - loss: 34402.3813 - mean_absolute_error: 149.8592 - val_loss: 62498.2284 - val_mean_absolute_error: 229.7302 Epoch 257/5000 148/148 [==============================] - 0s 68us/step - loss: 34159.7275 - mean_absolute_error: 149.1408 - val_loss: 62071.8531 - val_mean_absolute_error: 228.8227 Epoch 258/5000 148/148 [==============================] - 0s 74us/step - loss: 33922.2281 - mean_absolute_error: 148.4339 - val_loss: 61645.7922 - val_mean_absolute_error: 227.9151 Epoch 259/5000 148/148 [==============================] - 0s 61us/step - loss: 33691.5713 - mean_absolute_error: 147.7562 - val_loss: 61236.2278 - val_mean_absolute_error: 227.0345 Epoch 260/5000 148/148 [==============================] - 0s 74us/step - loss: 33464.2479 - mean_absolute_error: 147.0552 - val_loss: 60812.6900 - val_mean_absolute_error: 226.1277 Epoch 261/5000 148/148 [==============================] - 0s 74us/step - loss: 33229.5344 - mean_absolute_error: 146.3573 - val_loss: 60382.8959 - val_mean_absolute_error: 225.2039 Epoch 262/5000 148/148 [==============================] - 0s 61us/step - loss: 33005.6276 - mean_absolute_error: 145.6744 - val_loss: 59968.1562 - val_mean_absolute_error: 224.3056 Epoch 263/5000 148/148 [==============================] - 0s 88us/step - loss: 32773.0577 - mean_absolute_error: 144.9717 - val_loss: 59581.8000 - val_mean_absolute_error: 223.4592 Epoch 264/5000 148/148 [==============================] - 0s 74us/step - loss: 32554.6861 - mean_absolute_error: 144.2817 - val_loss: 59180.4769 - val_mean_absolute_error: 222.5716 Epoch 265/5000 148/148 [==============================] - 0s 81us/step - loss: 32325.8414 - mean_absolute_error: 143.5750 - val_loss: 58791.3334 - val_mean_absolute_error: 221.7047 Epoch 266/5000 148/148 [==============================] - 0s 61us/step - loss: 32104.0734 - mean_absolute_error: 142.8660 - val_loss: 58393.5766 - val_mean_absolute_error: 220.8284 Epoch 267/5000 148/148 [==============================] - 0s 74us/step - loss: 31877.1402 - mean_absolute_error: 142.1535 - val_loss: 58017.3703 - val_mean_absolute_error: 219.9893 Epoch 268/5000 148/148 [==============================] - 0s 61us/step - loss: 31673.6478 - mean_absolute_error: 141.4711 - val_loss: 57652.5306 - val_mean_absolute_error: 219.1732 Epoch 269/5000 148/148 [==============================] - 0s 81us/step - loss: 31466.2579 - mean_absolute_error: 140.8091 - val_loss: 57307.9509 - val_mean_absolute_error: 218.3985 Epoch 270/5000 148/148 [==============================] - 0s 61us/step - loss: 31259.4747 - mean_absolute_error: 140.1462 - val_loss: 56957.7753 - val_mean_absolute_error: 217.6108 Epoch 271/5000 148/148 [==============================] - 0s 68us/step - loss: 31063.5732 - mean_absolute_error: 139.4941 - val_loss: 56593.6031 - val_mean_absolute_error: 216.7834 Epoch 272/5000 148/148 [==============================] - 0s 68us/step - loss: 30852.7199 - mean_absolute_error: 138.8055 - val_loss: 56226.0544 - val_mean_absolute_error: 215.9459 Epoch 273/5000 148/148 [==============================] - 0s 61us/step - loss: 30642.2765 - mean_absolute_error: 138.1064 - val_loss: 55870.5116 - val_mean_absolute_error: 215.1351 Epoch 274/5000 148/148 [==============================] - 0s 74us/step - loss: 30434.3384 - mean_absolute_error: 137.4199 - val_loss: 55538.2712 - val_mean_absolute_error: 214.3731 Epoch 275/5000 148/148 [==============================] - 0s 68us/step - loss: 30242.1456 - mean_absolute_error: 136.7808 - val_loss: 55198.7602 - val_mean_absolute_error: 213.5918 Epoch 276/5000 148/148 [==============================] - 0s 68us/step - loss: 30048.3380 - mean_absolute_error: 136.1428 - val_loss: 54865.7127 - val_mean_absolute_error: 212.8186 Epoch 277/5000 148/148 [==============================] - 0s 74us/step - loss: 29847.1567 - mean_absolute_error: 135.4784 - val_loss: 54519.8617 - val_mean_absolute_error: 212.0131 Epoch 278/5000 148/148 [==============================] - 0s 61us/step - loss: 29650.4387 - mean_absolute_error: 134.8109 - val_loss: 54164.7172 - val_mean_absolute_error: 211.1818 Epoch 279/5000 148/148 [==============================] - 0s 68us/step - loss: 29453.1580 - mean_absolute_error: 134.1564 - val_loss: 53820.8145 - val_mean_absolute_error: 210.3711 Epoch 280/5000 148/148 [==============================] - 0s 74us/step - loss: 29260.5928 - mean_absolute_error: 133.5020 - val_loss: 53471.1827 - val_mean_absolute_error: 209.5449 Epoch 281/5000 148/148 [==============================] - 0s 68us/step - loss: 29066.6604 - mean_absolute_error: 132.8498 - val_loss: 53129.5441 - val_mean_absolute_error: 208.7303 Epoch 282/5000 148/148 [==============================] - 0s 68us/step - loss: 28869.2342 - mean_absolute_error: 132.1916 - val_loss: 52791.8069 - val_mean_absolute_error: 207.9174 Epoch 283/5000 148/148 [==============================] - 0s 74us/step - loss: 28685.4432 - mean_absolute_error: 131.5541 - val_loss: 52443.9488 - val_mean_absolute_error: 207.0752 Epoch 284/5000 148/148 [==============================] - 0s 68us/step - loss: 28493.1125 - mean_absolute_error: 130.8918 - val_loss: 52110.1180 - val_mean_absolute_error: 206.2603 Epoch 285/5000 148/148 [==============================] - 0s 61us/step - loss: 28309.0346 - mean_absolute_error: 130.2479 - val_loss: 51784.1025 - val_mean_absolute_error: 205.4545 Epoch 286/5000 148/148 [==============================] - 0s 74us/step - loss: 28123.0195 - mean_absolute_error: 129.5983 - val_loss: 51467.5236 - val_mean_absolute_error: 204.6680 Epoch 287/5000 148/148 [==============================] - 0s 68us/step - loss: 27945.8998 - mean_absolute_error: 128.9655 - val_loss: 51155.0103 - val_mean_absolute_error: 203.8848 Epoch 288/5000 148/148 [==============================] - 0s 61us/step - loss: 27774.5452 - mean_absolute_error: 128.3632 - val_loss: 50842.6486 - val_mean_absolute_error: 203.1016 Epoch 289/5000 148/148 [==============================] - 0s 61us/step - loss: 27593.1372 - mean_absolute_error: 127.7106 - val_loss: 50520.1666 - val_mean_absolute_error: 202.2943 Epoch 290/5000 148/148 [==============================] - 0s 74us/step - loss: 27411.2550 - mean_absolute_error: 127.0560 - val_loss: 50173.4845 - val_mean_absolute_error: 201.4279 Epoch 291/5000 148/148 [==============================] - 0s 61us/step - loss: 27217.2046 - mean_absolute_error: 126.3788 - val_loss: 49847.6097 - val_mean_absolute_error: 200.6058 Epoch 292/5000 148/148 [==============================] - 0s 74us/step - loss: 27037.8783 - mean_absolute_error: 125.7336 - val_loss: 49525.7741 - val_mean_absolute_error: 199.7879 Epoch 293/5000 148/148 [==============================] - 0s 61us/step - loss: 26854.3211 - mean_absolute_error: 125.0771 - val_loss: 49183.1034 - val_mean_absolute_error: 198.9196 Epoch 294/5000 148/148 [==============================] - 0s 61us/step - loss: 26666.6029 - mean_absolute_error: 124.3896 - val_loss: 48812.2950 - val_mean_absolute_error: 197.9879 Epoch 295/5000 148/148 [==============================] - 0s 81us/step - loss: 26479.9965 - mean_absolute_error: 123.7325 - val_loss: 48471.8037 - val_mean_absolute_error: 197.1203 Epoch 296/5000 148/148 [==============================] - 0s 68us/step - loss: 26290.1188 - mean_absolute_error: 123.0699 - val_loss: 48160.5209 - val_mean_absolute_error: 196.3171 Epoch 297/5000 148/148 [==============================] - 0s 68us/step - loss: 26130.0996 - mean_absolute_error: 122.4578 - val_loss: 47849.3516 - val_mean_absolute_error: 195.5105 Epoch 298/5000 148/148 [==============================] - 0s 74us/step - loss: 25959.2438 - mean_absolute_error: 121.8356 - val_loss: 47546.5338 - val_mean_absolute_error: 194.7173 Epoch 299/5000 148/148 [==============================] - 0s 61us/step - loss: 25792.5612 - mean_absolute_error: 121.2043 - val_loss: 47244.4284 - val_mean_absolute_error: 193.9215 Epoch 300/5000 148/148 [==============================] - 0s 68us/step - loss: 25627.9772 - mean_absolute_error: 120.5790 - val_loss: 46952.0377 - val_mean_absolute_error: 193.1446 Epoch 301/5000 148/148 [==============================] - 0s 81us/step - loss: 25466.5735 - mean_absolute_error: 119.9746 - val_loss: 46665.3158 - val_mean_absolute_error: 192.3745 Epoch 302/5000 148/148 [==============================] - 0s 74us/step - loss: 25304.6332 - mean_absolute_error: 119.3593 - val_loss: 46364.6294 - val_mean_absolute_error: 191.5717 Epoch 303/5000 148/148 [==============================] - 0s 61us/step - loss: 25146.3562 - mean_absolute_error: 118.7506 - val_loss: 46068.2067 - val_mean_absolute_error: 190.7762 Epoch 304/5000 148/148 [==============================] - 0s 74us/step - loss: 24986.9373 - mean_absolute_error: 118.1527 - val_loss: 45777.6845 - val_mean_absolute_error: 189.9886 Epoch 305/5000 148/148 [==============================] - 0s 74us/step - loss: 24830.1365 - mean_absolute_error: 117.5415 - val_loss: 45491.9775 - val_mean_absolute_error: 189.2073 Epoch 306/5000 148/148 [==============================] - 0s 68us/step - loss: 24678.8180 - mean_absolute_error: 116.9518 - val_loss: 45226.1317 - val_mean_absolute_error: 188.4772 Epoch 307/5000 148/148 [==============================] - 0s 74us/step - loss: 24532.2032 - mean_absolute_error: 116.3813 - val_loss: 44969.7627 - val_mean_absolute_error: 187.7683 Epoch 308/5000 148/148 [==============================] - 0s 74us/step - loss: 24386.1477 - mean_absolute_error: 115.8308 - val_loss: 44718.1988 - val_mean_absolute_error: 187.0680 Epoch 309/5000 148/148 [==============================] - 0s 68us/step - loss: 24252.2753 - mean_absolute_error: 115.2974 - val_loss: 44464.3520 - val_mean_absolute_error: 186.3619 Epoch 310/5000 148/148 [==============================] - 0s 68us/step - loss: 24114.4772 - mean_absolute_error: 114.7577 - val_loss: 44226.4994 - val_mean_absolute_error: 185.6947 Epoch 311/5000 148/148 [==============================] - 0s 68us/step - loss: 23982.3952 - mean_absolute_error: 114.2455 - val_loss: 43973.3716 - val_mean_absolute_error: 184.9793 Epoch 312/5000 148/148 [==============================] - 0s 68us/step - loss: 23844.9618 - mean_absolute_error: 113.7019 - val_loss: 43726.8122 - val_mean_absolute_error: 184.2806 Epoch 313/5000 148/148 [==============================] - 0s 74us/step - loss: 23711.2064 - mean_absolute_error: 113.1789 - val_loss: 43484.5741 - val_mean_absolute_error: 183.5913 Epoch 314/5000 148/148 [==============================] - 0s 68us/step - loss: 23583.0806 - mean_absolute_error: 112.6576 - val_loss: 43233.5119 - val_mean_absolute_error: 182.8718 Epoch 315/5000 148/148 [==============================] - 0s 68us/step - loss: 23449.6873 - mean_absolute_error: 112.1275 - val_loss: 42993.1894 - val_mean_absolute_error: 182.1786 Epoch 316/5000 148/148 [==============================] - 0s 68us/step - loss: 23321.6920 - mean_absolute_error: 111.6121 - val_loss: 42751.0762 - val_mean_absolute_error: 181.4700 Epoch 317/5000 148/148 [==============================] - 0s 81us/step - loss: 23188.0459 - mean_absolute_error: 111.0614 - val_loss: 42490.7038 - val_mean_absolute_error: 180.6978 Epoch 318/5000 148/148 [==============================] - 0s 74us/step - loss: 23053.0617 - mean_absolute_error: 110.5176 - val_loss: 42242.1848 - val_mean_absolute_error: 179.9629 Epoch 319/5000 148/148 [==============================] - 0s 74us/step - loss: 22924.6907 - mean_absolute_error: 109.9771 - val_loss: 41997.2136 - val_mean_absolute_error: 179.2418 Epoch 320/5000 148/148 [==============================] - 0s 61us/step - loss: 22798.3619 - mean_absolute_error: 109.4706 - val_loss: 41740.9848 - val_mean_absolute_error: 178.4969 Epoch 321/5000 148/148 [==============================] - 0s 68us/step - loss: 22667.0198 - mean_absolute_error: 108.9339 - val_loss: 41499.2025 - val_mean_absolute_error: 177.7936 Epoch 322/5000 148/148 [==============================] - 0s 68us/step - loss: 22534.6765 - mean_absolute_error: 108.4064 - val_loss: 41277.1786 - val_mean_absolute_error: 177.1444 Epoch 323/5000 148/148 [==============================] - 0s 68us/step - loss: 22406.9307 - mean_absolute_error: 107.8915 - val_loss: 41039.2748 - val_mean_absolute_error: 176.4413 Epoch 324/5000 148/148 [==============================] - 0s 74us/step - loss: 22276.3183 - mean_absolute_error: 107.3751 - val_loss: 40806.8381 - val_mean_absolute_error: 175.7604 Epoch 325/5000 148/148 [==============================] - 0s 74us/step - loss: 22148.6811 - mean_absolute_error: 106.8543 - val_loss: 40551.3842 - val_mean_absolute_error: 175.0301 Epoch 326/5000 148/148 [==============================] - 0s 68us/step - loss: 22022.5268 - mean_absolute_error: 106.3517 - val_loss: 40304.0664 - val_mean_absolute_error: 174.3210 Epoch 327/5000 148/148 [==============================] - 0s 68us/step - loss: 21900.5113 - mean_absolute_error: 105.8379 - val_loss: 40075.2250 - val_mean_absolute_error: 173.6593 Epoch 328/5000 148/148 [==============================] - 0s 68us/step - loss: 21778.2530 - mean_absolute_error: 105.3262 - val_loss: 39845.6636 - val_mean_absolute_error: 172.9876 Epoch 329/5000 148/148 [==============================] - 0s 68us/step - loss: 21660.5778 - mean_absolute_error: 104.8348 - val_loss: 39617.6473 - val_mean_absolute_error: 172.3127 Epoch 330/5000 148/148 [==============================] - 0s 74us/step - loss: 21540.1713 - mean_absolute_error: 104.3159 - val_loss: 39407.4762 - val_mean_absolute_error: 171.6823 Epoch 331/5000 148/148 [==============================] - 0s 68us/step - loss: 21431.4055 - mean_absolute_error: 103.8285 - val_loss: 39190.2828 - val_mean_absolute_error: 171.0306 Epoch 332/5000 148/148 [==============================] - 0s 68us/step - loss: 21314.5900 - mean_absolute_error: 103.3138 - val_loss: 38975.0752 - val_mean_absolute_error: 170.3797 Epoch 333/5000 148/148 [==============================] - 0s 74us/step - loss: 21201.1770 - mean_absolute_error: 102.8133 - val_loss: 38767.5911 - val_mean_absolute_error: 169.7512 Epoch 334/5000 148/148 [==============================] - 0s 68us/step - loss: 21097.9947 - mean_absolute_error: 102.3565 - val_loss: 38548.6095 - val_mean_absolute_error: 169.0884 Epoch 335/5000 148/148 [==============================] - 0s 61us/step - loss: 20989.6888 - mean_absolute_error: 101.8685 - val_loss: 38334.0952 - val_mean_absolute_error: 168.4314 Epoch 336/5000 148/148 [==============================] - 0s 74us/step - loss: 20881.9251 - mean_absolute_error: 101.3887 - val_loss: 38119.6739 - val_mean_absolute_error: 167.7714 Epoch 337/5000 148/148 [==============================] - 0s 68us/step - loss: 20777.8063 - mean_absolute_error: 100.9185 - val_loss: 37911.5377 - val_mean_absolute_error: 167.1297 Epoch 338/5000 148/148 [==============================] - 0s 61us/step - loss: 20674.3302 - mean_absolute_error: 100.4362 - val_loss: 37709.1155 - val_mean_absolute_error: 166.5000 Epoch 339/5000 148/148 [==============================] - 0s 74us/step - loss: 20572.4222 - mean_absolute_error: 99.9711 - val_loss: 37506.4639 - val_mean_absolute_error: 165.8639 Epoch 340/5000 148/148 [==============================] - 0s 68us/step - loss: 20469.2500 - mean_absolute_error: 99.4893 - val_loss: 37313.8058 - val_mean_absolute_error: 165.2559 Epoch 341/5000 148/148 [==============================] - 0s 68us/step - loss: 20371.9538 - mean_absolute_error: 99.0346 - val_loss: 37114.7589 - val_mean_absolute_error: 164.6220 Epoch 342/5000 148/148 [==============================] - 0s 68us/step - loss: 20272.7792 - mean_absolute_error: 98.5614 - val_loss: 36916.3406 - val_mean_absolute_error: 163.9883 Epoch 343/5000 148/148 [==============================] - 0s 68us/step - loss: 20170.4101 - mean_absolute_error: 98.0822 - val_loss: 36718.3503 - val_mean_absolute_error: 163.3525 Epoch 344/5000 148/148 [==============================] - 0s 68us/step - loss: 20069.8033 - mean_absolute_error: 97.5992 - val_loss: 36517.3284 - val_mean_absolute_error: 162.7034 Epoch 345/5000 148/148 [==============================] - 0s 74us/step - loss: 19969.4456 - mean_absolute_error: 97.1272 - val_loss: 36318.9711 - val_mean_absolute_error: 162.0534 Epoch 346/5000 148/148 [==============================] - 0s 68us/step - loss: 19874.8436 - mean_absolute_error: 96.6686 - val_loss: 36126.9414 - val_mean_absolute_error: 161.4230 Epoch 347/5000 148/148 [==============================] - 0s 61us/step - loss: 19783.7862 - mean_absolute_error: 96.2196 - val_loss: 35947.9887 - val_mean_absolute_error: 160.8308 Epoch 348/5000 148/148 [==============================] - 0s 81us/step - loss: 19693.1395 - mean_absolute_error: 95.7772 - val_loss: 35779.3375 - val_mean_absolute_error: 160.2716 Epoch 349/5000 148/148 [==============================] - 0s 74us/step - loss: 19610.9509 - mean_absolute_error: 95.3773 - val_loss: 35611.7897 - val_mean_absolute_error: 159.7167 Epoch 350/5000 148/148 [==============================] - 0s 68us/step - loss: 19528.0846 - mean_absolute_error: 94.9607 - val_loss: 35431.5233 - val_mean_absolute_error: 159.1250 Epoch 351/5000 148/148 [==============================] - 0s 74us/step - loss: 19434.4158 - mean_absolute_error: 94.5370 - val_loss: 35239.6514 - val_mean_absolute_error: 158.5026 Epoch 352/5000 148/148 [==============================] - 0s 61us/step - loss: 19346.1889 - mean_absolute_error: 94.1060 - val_loss: 35064.0617 - val_mean_absolute_error: 157.9158 Epoch 353/5000 148/148 [==============================] - 0s 74us/step - loss: 19259.9673 - mean_absolute_error: 93.7019 - val_loss: 34888.2361 - val_mean_absolute_error: 157.3250 Epoch 354/5000 148/148 [==============================] - 0s 68us/step - loss: 19167.8354 - mean_absolute_error: 93.2612 - val_loss: 34706.5128 - val_mean_absolute_error: 156.7265 Epoch 355/5000 148/148 [==============================] - 0s 68us/step - loss: 19086.7543 - mean_absolute_error: 92.8779 - val_loss: 34535.8983 - val_mean_absolute_error: 156.1601 Epoch 356/5000 148/148 [==============================] - 0s 74us/step - loss: 19003.2242 - mean_absolute_error: 92.4948 - val_loss: 34379.9192 - val_mean_absolute_error: 155.6340 Epoch 357/5000 148/148 [==============================] - 0s 68us/step - loss: 18929.4015 - mean_absolute_error: 92.1183 - val_loss: 34221.7861 - val_mean_absolute_error: 155.0957 Epoch 358/5000 148/148 [==============================] - 0s 68us/step - loss: 18852.0759 - mean_absolute_error: 91.7642 - val_loss: 34062.9083 - val_mean_absolute_error: 154.5523 Epoch 359/5000 148/148 [==============================] - 0s 74us/step - loss: 18774.3024 - mean_absolute_error: 91.3837 - val_loss: 33896.7916 - val_mean_absolute_error: 153.9797 Epoch 360/5000 148/148 [==============================] - 0s 68us/step - loss: 18691.7742 - mean_absolute_error: 90.9866 - val_loss: 33735.4109 - val_mean_absolute_error: 153.4233 Epoch 361/5000 148/148 [==============================] - 0s 68us/step - loss: 18614.0101 - mean_absolute_error: 90.6237 - val_loss: 33582.3305 - val_mean_absolute_error: 152.8958 Epoch 362/5000 148/148 [==============================] - 0s 68us/step - loss: 18540.1896 - mean_absolute_error: 90.2600 - val_loss: 33438.6822 - val_mean_absolute_error: 152.3960 Epoch 363/5000 148/148 [==============================] - 0s 74us/step - loss: 18468.6328 - mean_absolute_error: 89.9224 - val_loss: 33297.6528 - val_mean_absolute_error: 151.8967 Epoch 364/5000 148/148 [==============================] - 0s 74us/step - loss: 18398.2039 - mean_absolute_error: 89.5893 - val_loss: 33152.8106 - val_mean_absolute_error: 151.3763 Epoch 365/5000 148/148 [==============================] - 0s 68us/step - loss: 18330.6586 - mean_absolute_error: 89.2597 - val_loss: 33010.3942 - val_mean_absolute_error: 150.8711 Epoch 366/5000 148/148 [==============================] - 0s 68us/step - loss: 18262.2068 - mean_absolute_error: 88.9218 - val_loss: 32865.9228 - val_mean_absolute_error: 150.3540 Epoch 367/5000 148/148 [==============================] - 0s 74us/step - loss: 18193.2693 - mean_absolute_error: 88.5939 - val_loss: 32721.7066 - val_mean_absolute_error: 149.8347 Epoch 368/5000 148/148 [==============================] - 0s 74us/step - loss: 18121.1286 - mean_absolute_error: 88.2331 - val_loss: 32574.9162 - val_mean_absolute_error: 149.3043 Epoch 369/5000 148/148 [==============================] - 0s 74us/step - loss: 18049.6975 - mean_absolute_error: 87.8753 - val_loss: 32430.4895 - val_mean_absolute_error: 148.7752 Epoch 370/5000 148/148 [==============================] - 0s 68us/step - loss: 17981.0973 - mean_absolute_error: 87.5292 - val_loss: 32291.2270 - val_mean_absolute_error: 148.2599 Epoch 371/5000 148/148 [==============================] - 0s 81us/step - loss: 17913.9019 - mean_absolute_error: 87.1723 - val_loss: 32151.6636 - val_mean_absolute_error: 147.7397 Epoch 372/5000 148/148 [==============================] - 0s 81us/step - loss: 17849.2924 - mean_absolute_error: 86.8510 - val_loss: 32002.1481 - val_mean_absolute_error: 147.1783 Epoch 373/5000 148/148 [==============================] - 0s 88us/step - loss: 17782.6521 - mean_absolute_error: 86.5014 - val_loss: 31859.6848 - val_mean_absolute_error: 146.6386 Epoch 374/5000 148/148 [==============================] - 0s 101us/step - loss: 17720.2587 - mean_absolute_error: 86.1587 - val_loss: 31722.4156 - val_mean_absolute_error: 146.1241 Epoch 375/5000 148/148 [==============================] - 0s 95us/step - loss: 17655.0925 - mean_absolute_error: 85.8475 - val_loss: 31589.9067 - val_mean_absolute_error: 145.6273 Epoch 376/5000 148/148 [==============================] - 0s 108us/step - loss: 17592.5547 - mean_absolute_error: 85.5267 - val_loss: 31465.3805 - val_mean_absolute_error: 145.1564 Epoch 377/5000 148/148 [==============================] - 0s 95us/step - loss: 17536.3249 - mean_absolute_error: 85.2436 - val_loss: 31337.2045 - val_mean_absolute_error: 144.6653 Epoch 378/5000 148/148 [==============================] - 0s 101us/step - loss: 17472.9209 - mean_absolute_error: 84.9221 - val_loss: 31208.6728 - val_mean_absolute_error: 144.1716 Epoch 379/5000 148/148 [==============================] - 0s 101us/step - loss: 17411.9116 - mean_absolute_error: 84.6181 - val_loss: 31089.2181 - val_mean_absolute_error: 143.7065 Epoch 380/5000 148/148 [==============================] - 0s 95us/step - loss: 17354.4301 - mean_absolute_error: 84.3224 - val_loss: 30976.5474 - val_mean_absolute_error: 143.2617 Epoch 381/5000 148/148 [==============================] - 0s 108us/step - loss: 17301.9554 - mean_absolute_error: 84.0558 - val_loss: 30855.0952 - val_mean_absolute_error: 142.7754 Epoch 382/5000 148/148 [==============================] - 0s 88us/step - loss: 17245.7839 - mean_absolute_error: 83.7661 - val_loss: 30734.5005 - val_mean_absolute_error: 142.2937 Epoch 383/5000 148/148 [==============================] - 0s 68us/step - loss: 17183.6112 - mean_absolute_error: 83.4610 - val_loss: 30620.6290 - val_mean_absolute_error: 141.8403 Epoch 384/5000 148/148 [==============================] - 0s 74us/step - loss: 17129.7877 - mean_absolute_error: 83.1683 - val_loss: 30513.2582 - val_mean_absolute_error: 141.4223 Epoch 385/5000 148/148 [==============================] - 0s 68us/step - loss: 17077.8517 - mean_absolute_error: 82.9292 - val_loss: 30406.7277 - val_mean_absolute_error: 141.0051 Epoch 386/5000 148/148 [==============================] - 0s 68us/step - loss: 17026.1194 - mean_absolute_error: 82.6581 - val_loss: 30299.1349 - val_mean_absolute_error: 140.5951 Epoch 387/5000 148/148 [==============================] - 0s 61us/step - loss: 16975.7374 - mean_absolute_error: 82.3942 - val_loss: 30189.0080 - val_mean_absolute_error: 140.1839 Epoch 388/5000 148/148 [==============================] - 0s 68us/step - loss: 16922.4095 - mean_absolute_error: 82.1512 - val_loss: 30080.2734 - val_mean_absolute_error: 139.7691 Epoch 389/5000 148/148 [==============================] - 0s 74us/step - loss: 16868.6691 - mean_absolute_error: 81.8915 - val_loss: 29966.4295 - val_mean_absolute_error: 139.3433 Epoch 390/5000 148/148 [==============================] - 0s 68us/step - loss: 16811.0532 - mean_absolute_error: 81.6269 - val_loss: 29834.8377 - val_mean_absolute_error: 138.8611 Epoch 391/5000 148/148 [==============================] - 0s 74us/step - loss: 16757.5980 - mean_absolute_error: 81.3777 - val_loss: 29715.6884 - val_mean_absolute_error: 138.4141 Epoch 392/5000 148/148 [==============================] - 0s 68us/step - loss: 16704.8964 - mean_absolute_error: 81.1283 - val_loss: 29605.1866 - val_mean_absolute_error: 138.0014 Epoch 393/5000 148/148 [==============================] - 0s 68us/step - loss: 16652.1937 - mean_absolute_error: 80.8913 - val_loss: 29494.4027 - val_mean_absolute_error: 137.5823 Epoch 394/5000 148/148 [==============================] - 0s 61us/step - loss: 16604.5398 - mean_absolute_error: 80.6771 - val_loss: 29373.9500 - val_mean_absolute_error: 137.1272 Epoch 395/5000 148/148 [==============================] - 0s 68us/step - loss: 16553.6038 - mean_absolute_error: 80.4558 - val_loss: 29267.8730 - val_mean_absolute_error: 136.7172 Epoch 396/5000 148/148 [==============================] - 0s 68us/step - loss: 16504.2780 - mean_absolute_error: 80.2576 - val_loss: 29163.9530 - val_mean_absolute_error: 136.3091 Epoch 397/5000 148/148 [==============================] - 0s 68us/step - loss: 16459.4435 - mean_absolute_error: 80.0642 - val_loss: 29060.0855 - val_mean_absolute_error: 135.9039 Epoch 398/5000 148/148 [==============================] - 0s 68us/step - loss: 16407.8099 - mean_absolute_error: 79.8437 - val_loss: 28960.1683 - val_mean_absolute_error: 135.5207 Epoch 399/5000 148/148 [==============================] - 0s 68us/step - loss: 16359.5159 - mean_absolute_error: 79.6516 - val_loss: 28841.8053 - val_mean_absolute_error: 135.0782 Epoch 400/5000 148/148 [==============================] - 0s 68us/step - loss: 16308.7322 - mean_absolute_error: 79.4440 - val_loss: 28719.1722 - val_mean_absolute_error: 134.6093 Epoch 401/5000 148/148 [==============================] - 0s 61us/step - loss: 16260.9924 - mean_absolute_error: 79.2244 - val_loss: 28605.4038 - val_mean_absolute_error: 134.1708 Epoch 402/5000 148/148 [==============================] - 0s 74us/step - loss: 16213.1437 - mean_absolute_error: 79.0231 - val_loss: 28502.8988 - val_mean_absolute_error: 133.7669 Epoch 403/5000 148/148 [==============================] - 0s 61us/step - loss: 16170.6256 - mean_absolute_error: 78.8290 - val_loss: 28401.1823 - val_mean_absolute_error: 133.3740 Epoch 404/5000 148/148 [==============================] - 0s 74us/step - loss: 16126.3138 - mean_absolute_error: 78.6450 - val_loss: 28307.7509 - val_mean_absolute_error: 133.0143 Epoch 405/5000 148/148 [==============================] - 0s 68us/step - loss: 16086.6600 - mean_absolute_error: 78.4706 - val_loss: 28211.0068 - val_mean_absolute_error: 132.6448 Epoch 406/5000 148/148 [==============================] - 0s 61us/step - loss: 16041.7689 - mean_absolute_error: 78.2800 - val_loss: 28117.3525 - val_mean_absolute_error: 132.2793 Epoch 407/5000 148/148 [==============================] - 0s 68us/step - loss: 16001.2229 - mean_absolute_error: 78.1166 - val_loss: 28027.2273 - val_mean_absolute_error: 131.9305 Epoch 408/5000 148/148 [==============================] - 0s 74us/step - loss: 15960.4908 - mean_absolute_error: 77.9539 - val_loss: 27947.5226 - val_mean_absolute_error: 131.6303 Epoch 409/5000 148/148 [==============================] - 0s 61us/step - loss: 15924.8212 - mean_absolute_error: 77.8281 - val_loss: 27843.2104 - val_mean_absolute_error: 131.2391 Epoch 410/5000 148/148 [==============================] - 0s 74us/step - loss: 15877.6702 - mean_absolute_error: 77.6732 - val_loss: 27751.0162 - val_mean_absolute_error: 130.8904 Epoch 411/5000 148/148 [==============================] - 0s 68us/step - loss: 15840.4801 - mean_absolute_error: 77.5654 - val_loss: 27655.1667 - val_mean_absolute_error: 130.5165 Epoch 412/5000 148/148 [==============================] - 0s 81us/step - loss: 15796.3754 - mean_absolute_error: 77.4001 - val_loss: 27563.5345 - val_mean_absolute_error: 130.1538 Epoch 413/5000 148/148 [==============================] - 0s 68us/step - loss: 15753.8759 - mean_absolute_error: 77.2440 - val_loss: 27477.6941 - val_mean_absolute_error: 129.8111 Epoch 414/5000 148/148 [==============================] - 0s 68us/step - loss: 15714.7639 - mean_absolute_error: 77.1271 - val_loss: 27393.4463 - val_mean_absolute_error: 129.4934 Epoch 415/5000 148/148 [==============================] - 0s 74us/step - loss: 15677.1273 - mean_absolute_error: 77.0009 - val_loss: 27294.7799 - val_mean_absolute_error: 129.1328 Epoch 416/5000 148/148 [==============================] - 0s 68us/step - loss: 15633.1717 - mean_absolute_error: 76.8531 - val_loss: 27193.1652 - val_mean_absolute_error: 128.7540 Epoch 417/5000 148/148 [==============================] - 0s 68us/step - loss: 15590.8817 - mean_absolute_error: 76.7067 - val_loss: 27097.8548 - val_mean_absolute_error: 128.3873 Epoch 418/5000 148/148 [==============================] - 0s 74us/step - loss: 15555.7011 - mean_absolute_error: 76.6119 - val_loss: 26992.7880 - val_mean_absolute_error: 127.9852 Epoch 419/5000 148/148 [==============================] - 0s 74us/step - loss: 15515.3589 - mean_absolute_error: 76.4577 - val_loss: 26892.2373 - val_mean_absolute_error: 127.5967 Epoch 420/5000 148/148 [==============================] - 0s 68us/step - loss: 15476.0157 - mean_absolute_error: 76.3208 - val_loss: 26790.6634 - val_mean_absolute_error: 127.2099 Epoch 421/5000 148/148 [==============================] - 0s 135us/step - loss: 15439.5349 - mean_absolute_error: 76.1929 - val_loss: 26698.2198 - val_mean_absolute_error: 126.8515 Epoch 422/5000 148/148 [==============================] - 0s 68us/step - loss: 15401.0484 - mean_absolute_error: 76.0437 - val_loss: 26618.9816 - val_mean_absolute_error: 126.5395 Epoch 423/5000 148/148 [==============================] - 0s 74us/step - loss: 15365.5458 - mean_absolute_error: 75.9395 - val_loss: 26536.6265 - val_mean_absolute_error: 126.2039 Epoch 424/5000 148/148 [==============================] - 0s 61us/step - loss: 15324.8224 - mean_absolute_error: 75.7872 - val_loss: 26459.7279 - val_mean_absolute_error: 125.8879 Epoch 425/5000 148/148 [==============================] - 0s 81us/step - loss: 15290.7844 - mean_absolute_error: 75.6619 - val_loss: 26385.7065 - val_mean_absolute_error: 125.5760 Epoch 426/5000 148/148 [==============================] - 0s 68us/step - loss: 15253.3326 - mean_absolute_error: 75.5396 - val_loss: 26312.1772 - val_mean_absolute_error: 125.2684 Epoch 427/5000 148/148 [==============================] - 0s 68us/step - loss: 15215.6943 - mean_absolute_error: 75.4220 - val_loss: 26243.3969 - val_mean_absolute_error: 124.9868 Epoch 428/5000 148/148 [==============================] - 0s 68us/step - loss: 15178.8671 - mean_absolute_error: 75.3128 - val_loss: 26175.1711 - val_mean_absolute_error: 124.7156 Epoch 429/5000 148/148 [==============================] - 0s 68us/step - loss: 15147.5252 - mean_absolute_error: 75.2141 - val_loss: 26110.8835 - val_mean_absolute_error: 124.4651 Epoch 430/5000 148/148 [==============================] - 0s 61us/step - loss: 15116.1023 - mean_absolute_error: 75.1190 - val_loss: 26040.9594 - val_mean_absolute_error: 124.1937 Epoch 431/5000 148/148 [==============================] - 0s 68us/step - loss: 15081.9809 - mean_absolute_error: 75.0160 - val_loss: 25973.4677 - val_mean_absolute_error: 123.9323 Epoch 432/5000 148/148 [==============================] - 0s 74us/step - loss: 15047.9752 - mean_absolute_error: 74.9121 - val_loss: 25906.6080 - val_mean_absolute_error: 123.6708 Epoch 433/5000 148/148 [==============================] - 0s 81us/step - loss: 15018.6013 - mean_absolute_error: 74.8349 - val_loss: 25837.1252 - val_mean_absolute_error: 123.4027 Epoch 434/5000 148/148 [==============================] - 0s 81us/step - loss: 14982.4111 - mean_absolute_error: 74.7324 - val_loss: 25751.9151 - val_mean_absolute_error: 123.0814 Epoch 435/5000 148/148 [==============================] - 0s 81us/step - loss: 14948.0674 - mean_absolute_error: 74.6171 - val_loss: 25669.9281 - val_mean_absolute_error: 122.7697 Epoch 436/5000 148/148 [==============================] - 0s 81us/step - loss: 14915.5692 - mean_absolute_error: 74.5317 - val_loss: 25589.5170 - val_mean_absolute_error: 122.4724 Epoch 437/5000 148/148 [==============================] - 0s 68us/step - loss: 14879.1132 - mean_absolute_error: 74.4052 - val_loss: 25516.6277 - val_mean_absolute_error: 122.2054 Epoch 438/5000 148/148 [==============================] - 0s 61us/step - loss: 14848.0123 - mean_absolute_error: 74.3039 - val_loss: 25446.5645 - val_mean_absolute_error: 121.9465 Epoch 439/5000 148/148 [==============================] - 0s 74us/step - loss: 14817.5262 - mean_absolute_error: 74.2047 - val_loss: 25380.2357 - val_mean_absolute_error: 121.7027 Epoch 440/5000 148/148 [==============================] - 0s 68us/step - loss: 14791.0383 - mean_absolute_error: 74.1248 - val_loss: 25318.3498 - val_mean_absolute_error: 121.4761 Epoch 441/5000 148/148 [==============================] - 0s 74us/step - loss: 14762.6671 - mean_absolute_error: 74.0379 - val_loss: 25256.7022 - val_mean_absolute_error: 121.2445 Epoch 442/5000 148/148 [==============================] - 0s 74us/step - loss: 14738.3119 - mean_absolute_error: 73.9482 - val_loss: 25195.1929 - val_mean_absolute_error: 121.0142 Epoch 443/5000 148/148 [==============================] - 0s 68us/step - loss: 14711.9842 - mean_absolute_error: 73.8691 - val_loss: 25131.4611 - val_mean_absolute_error: 120.7723 Epoch 444/5000 148/148 [==============================] - 0s 74us/step - loss: 14686.0448 - mean_absolute_error: 73.7811 - val_loss: 25064.8934 - val_mean_absolute_error: 120.5214 Epoch 445/5000 148/148 [==============================] - 0s 68us/step - loss: 14659.0113 - mean_absolute_error: 73.7068 - val_loss: 25003.3120 - val_mean_absolute_error: 120.2933 Epoch 446/5000 148/148 [==============================] - 0s 81us/step - loss: 14628.5588 - mean_absolute_error: 73.6232 - val_loss: 24949.0161 - val_mean_absolute_error: 120.0914 Epoch 447/5000 148/148 [==============================] - 0s 68us/step - loss: 14602.7065 - mean_absolute_error: 73.5604 - val_loss: 24888.7379 - val_mean_absolute_error: 119.8695 Epoch 448/5000 148/148 [==============================] - 0s 68us/step - loss: 14576.8942 - mean_absolute_error: 73.4779 - val_loss: 24818.2714 - val_mean_absolute_error: 119.6145 Epoch 449/5000 148/148 [==============================] - 0s 68us/step - loss: 14549.4256 - mean_absolute_error: 73.4161 - val_loss: 24755.8174 - val_mean_absolute_error: 119.3840 Epoch 450/5000 148/148 [==============================] - 0s 68us/step - loss: 14525.4946 - mean_absolute_error: 73.3376 - val_loss: 24694.5639 - val_mean_absolute_error: 119.1589 Epoch 451/5000 148/148 [==============================] - 0s 68us/step - loss: 14498.6399 - mean_absolute_error: 73.2614 - val_loss: 24633.9778 - val_mean_absolute_error: 118.9427 Epoch 452/5000 148/148 [==============================] - 0s 68us/step - loss: 14472.0030 - mean_absolute_error: 73.1872 - val_loss: 24558.2680 - val_mean_absolute_error: 118.6742 Epoch 453/5000 148/148 [==============================] - 0s 61us/step - loss: 14441.2599 - mean_absolute_error: 73.1010 - val_loss: 24486.4120 - val_mean_absolute_error: 118.4169 Epoch 454/5000 148/148 [==============================] - 0s 68us/step - loss: 14416.7593 - mean_absolute_error: 73.0278 - val_loss: 24423.4258 - val_mean_absolute_error: 118.2021 Epoch 455/5000 148/148 [==============================] - 0s 74us/step - loss: 14390.0685 - mean_absolute_error: 72.9617 - val_loss: 24367.2073 - val_mean_absolute_error: 118.0182 Epoch 456/5000 148/148 [==============================] - 0s 74us/step - loss: 14362.6346 - mean_absolute_error: 72.9003 - val_loss: 24315.6679 - val_mean_absolute_error: 117.8529 Epoch 457/5000 148/148 [==============================] - 0s 68us/step - loss: 14335.6749 - mean_absolute_error: 72.8416 - val_loss: 24262.0972 - val_mean_absolute_error: 117.6736 Epoch 458/5000 148/148 [==============================] - 0s 74us/step - loss: 14309.5548 - mean_absolute_error: 72.7690 - val_loss: 24202.8714 - val_mean_absolute_error: 117.4672 Epoch 459/5000 148/148 [==============================] - 0s 68us/step - loss: 14283.7143 - mean_absolute_error: 72.6975 - val_loss: 24144.0734 - val_mean_absolute_error: 117.2564 Epoch 460/5000 148/148 [==============================] - 0s 68us/step - loss: 14258.1845 - mean_absolute_error: 72.6323 - val_loss: 24082.5171 - val_mean_absolute_error: 117.0374 Epoch 461/5000 148/148 [==============================] - 0s 74us/step - loss: 14234.7573 - mean_absolute_error: 72.5668 - val_loss: 24022.5405 - val_mean_absolute_error: 116.8279 Epoch 462/5000 148/148 [==============================] - 0s 74us/step - loss: 14211.1853 - mean_absolute_error: 72.5025 - val_loss: 23971.0089 - val_mean_absolute_error: 116.6479 Epoch 463/5000 148/148 [==============================] - 0s 74us/step - loss: 14188.2700 - mean_absolute_error: 72.4556 - val_loss: 23916.2006 - val_mean_absolute_error: 116.4552 Epoch 464/5000 148/148 [==============================] - 0s 68us/step - loss: 14165.3297 - mean_absolute_error: 72.3972 - val_loss: 23862.8292 - val_mean_absolute_error: 116.2759 Epoch 465/5000 148/148 [==============================] - 0s 74us/step - loss: 14140.7996 - mean_absolute_error: 72.3506 - val_loss: 23810.6490 - val_mean_absolute_error: 116.0978 Epoch 466/5000 148/148 [==============================] - 0s 68us/step - loss: 14116.2759 - mean_absolute_error: 72.2949 - val_loss: 23752.6141 - val_mean_absolute_error: 115.8995 Epoch 467/5000 148/148 [==============================] - 0s 68us/step - loss: 14092.7283 - mean_absolute_error: 72.2365 - val_loss: 23695.4030 - val_mean_absolute_error: 115.7078 Epoch 468/5000 148/148 [==============================] - 0s 81us/step - loss: 14068.6163 - mean_absolute_error: 72.1874 - val_loss: 23644.8844 - val_mean_absolute_error: 115.5381 Epoch 469/5000 148/148 [==============================] - 0s 74us/step - loss: 14044.3642 - mean_absolute_error: 72.1408 - val_loss: 23596.4344 - val_mean_absolute_error: 115.3749 Epoch 470/5000 148/148 [==============================] - 0s 68us/step - loss: 14020.2008 - mean_absolute_error: 72.0891 - val_loss: 23539.9385 - val_mean_absolute_error: 115.1858 Epoch 471/5000 148/148 [==============================] - 0s 74us/step - loss: 13995.4024 - mean_absolute_error: 72.0266 - val_loss: 23484.4391 - val_mean_absolute_error: 115.0005 Epoch 472/5000 148/148 [==============================] - 0s 74us/step - loss: 13969.6892 - mean_absolute_error: 71.9594 - val_loss: 23432.7669 - val_mean_absolute_error: 114.8248 Epoch 473/5000 148/148 [==============================] - 0s 68us/step - loss: 13949.2187 - mean_absolute_error: 71.9233 - val_loss: 23373.4107 - val_mean_absolute_error: 114.6217 Epoch 474/5000 148/148 [==============================] - 0s 74us/step - loss: 13926.7875 - mean_absolute_error: 71.8766 - val_loss: 23316.5648 - val_mean_absolute_error: 114.4228 Epoch 475/5000 148/148 [==============================] - 0s 81us/step - loss: 13906.2774 - mean_absolute_error: 71.8234 - val_loss: 23270.6216 - val_mean_absolute_error: 114.2702 Epoch 476/5000 148/148 [==============================] - 0s 68us/step - loss: 13884.5699 - mean_absolute_error: 71.7805 - val_loss: 23228.4376 - val_mean_absolute_error: 114.1297 Epoch 477/5000 148/148 [==============================] - 0s 68us/step - loss: 13867.5607 - mean_absolute_error: 71.7451 - val_loss: 23182.5230 - val_mean_absolute_error: 113.9755 Epoch 478/5000 148/148 [==============================] - 0s 74us/step - loss: 13849.4695 - mean_absolute_error: 71.6927 - val_loss: 23139.8036 - val_mean_absolute_error: 113.8352 Epoch 479/5000 148/148 [==============================] - 0s 68us/step - loss: 13830.0444 - mean_absolute_error: 71.6495 - val_loss: 23097.3434 - val_mean_absolute_error: 113.7020 Epoch 480/5000 148/148 [==============================] - 0s 88us/step - loss: 13810.4385 - mean_absolute_error: 71.5959 - val_loss: 23057.1009 - val_mean_absolute_error: 113.5719 Epoch 481/5000 148/148 [==============================] - 0s 74us/step - loss: 13792.0602 - mean_absolute_error: 71.5486 - val_loss: 23014.3355 - val_mean_absolute_error: 113.4282 Epoch 482/5000 148/148 [==============================] - 0s 74us/step - loss: 13773.0044 - mean_absolute_error: 71.5005 - val_loss: 22976.4341 - val_mean_absolute_error: 113.3052 Epoch 483/5000 148/148 [==============================] - 0s 68us/step - loss: 13755.8374 - mean_absolute_error: 71.4647 - val_loss: 22934.6405 - val_mean_absolute_error: 113.1699 Epoch 484/5000 148/148 [==============================] - 0s 68us/step - loss: 13734.9342 - mean_absolute_error: 71.4156 - val_loss: 22892.8898 - val_mean_absolute_error: 113.0403 Epoch 485/5000 148/148 [==============================] - 0s 81us/step - loss: 13713.3377 - mean_absolute_error: 71.3665 - val_loss: 22847.4221 - val_mean_absolute_error: 112.9025 Epoch 486/5000 148/148 [==============================] - 0s 61us/step - loss: 13694.1912 - mean_absolute_error: 71.3331 - val_loss: 22795.1341 - val_mean_absolute_error: 112.7411 Epoch 487/5000 148/148 [==============================] - 0s 74us/step - loss: 13669.3068 - mean_absolute_error: 71.2802 - val_loss: 22727.8541 - val_mean_absolute_error: 112.5202 Epoch 488/5000 148/148 [==============================] - 0s 74us/step - loss: 13641.6154 - mean_absolute_error: 71.2149 - val_loss: 22669.0621 - val_mean_absolute_error: 112.3248 Epoch 489/5000 148/148 [==============================] - 0s 95us/step - loss: 13617.5156 - mean_absolute_error: 71.1537 - val_loss: 22609.6087 - val_mean_absolute_error: 112.1274 Epoch 490/5000 148/148 [==============================] - 0s 81us/step - loss: 13597.8051 - mean_absolute_error: 71.1062 - val_loss: 22554.9898 - val_mean_absolute_error: 111.9438 Epoch 491/5000 148/148 [==============================] - 0s 88us/step - loss: 13576.2616 - mean_absolute_error: 71.0495 - val_loss: 22509.8798 - val_mean_absolute_error: 111.7932 Epoch 492/5000 148/148 [==============================] - 0s 74us/step - loss: 13559.3124 - mean_absolute_error: 71.0293 - val_loss: 22466.4727 - val_mean_absolute_error: 111.6539 Epoch 493/5000 148/148 [==============================] - 0s 68us/step - loss: 13536.1469 - mean_absolute_error: 70.9865 - val_loss: 22427.5156 - val_mean_absolute_error: 111.5282 Epoch 494/5000 148/148 [==============================] - 0s 68us/step - loss: 13518.4819 - mean_absolute_error: 70.9506 - val_loss: 22388.0202 - val_mean_absolute_error: 111.4032 Epoch 495/5000 148/148 [==============================] - 0s 81us/step - loss: 13497.3789 - mean_absolute_error: 70.9085 - val_loss: 22335.9887 - val_mean_absolute_error: 111.2300 Epoch 496/5000 148/148 [==============================] - 0s 61us/step - loss: 13476.8486 - mean_absolute_error: 70.8673 - val_loss: 22281.8877 - val_mean_absolute_error: 111.0484 Epoch 497/5000 148/148 [==============================] - 0s 74us/step - loss: 13454.1440 - mean_absolute_error: 70.8147 - val_loss: 22234.0509 - val_mean_absolute_error: 110.8856 Epoch 498/5000 148/148 [==============================] - 0s 74us/step - loss: 13436.3903 - mean_absolute_error: 70.7720 - val_loss: 22191.7358 - val_mean_absolute_error: 110.7418 Epoch 499/5000 148/148 [==============================] - 0s 68us/step - loss: 13418.8332 - mean_absolute_error: 70.7409 - val_loss: 22152.0441 - val_mean_absolute_error: 110.6088 Epoch 500/5000 148/148 [==============================] - 0s 68us/step - loss: 13398.6487 - mean_absolute_error: 70.7029 - val_loss: 22115.0875 - val_mean_absolute_error: 110.4945 Epoch 501/5000 148/148 [==============================] - 0s 74us/step - loss: 13377.3143 - mean_absolute_error: 70.6750 - val_loss: 22075.0567 - val_mean_absolute_error: 110.3698 Epoch 502/5000 148/148 [==============================] - 0s 68us/step - loss: 13352.9983 - mean_absolute_error: 70.6348 - val_loss: 22036.7985 - val_mean_absolute_error: 110.2543 Epoch 503/5000 148/148 [==============================] - 0s 68us/step - loss: 13332.8533 - mean_absolute_error: 70.6096 - val_loss: 21994.8616 - val_mean_absolute_error: 110.1206 Epoch 504/5000 148/148 [==============================] - 0s 74us/step - loss: 13311.4173 - mean_absolute_error: 70.5826 - val_loss: 21955.9665 - val_mean_absolute_error: 109.9947 Epoch 505/5000 148/148 [==============================] - 0s 68us/step - loss: 13294.5992 - mean_absolute_error: 70.5588 - val_loss: 21914.9806 - val_mean_absolute_error: 109.8568 Epoch 506/5000 148/148 [==============================] - 0s 68us/step - loss: 13276.0950 - mean_absolute_error: 70.5261 - val_loss: 21879.2060 - val_mean_absolute_error: 109.7412 Epoch 507/5000 148/148 [==============================] - 0s 81us/step - loss: 13257.8937 - mean_absolute_error: 70.4972 - val_loss: 21847.2726 - val_mean_absolute_error: 109.6448 Epoch 508/5000 148/148 [==============================] - 0s 74us/step - loss: 13239.6969 - mean_absolute_error: 70.4553 - val_loss: 21801.3254 - val_mean_absolute_error: 109.4916 Epoch 509/5000 148/148 [==============================] - 0s 68us/step - loss: 13220.1632 - mean_absolute_error: 70.4221 - val_loss: 21761.8492 - val_mean_absolute_error: 109.3648 Epoch 510/5000 148/148 [==============================] - 0s 81us/step - loss: 13202.2019 - mean_absolute_error: 70.3939 - val_loss: 21727.7434 - val_mean_absolute_error: 109.2608 Epoch 511/5000 148/148 [==============================] - 0s 81us/step - loss: 13185.4565 - mean_absolute_error: 70.3743 - val_loss: 21687.8928 - val_mean_absolute_error: 109.1312 Epoch 512/5000 148/148 [==============================] - 0s 81us/step - loss: 13168.2514 - mean_absolute_error: 70.3437 - val_loss: 21636.3189 - val_mean_absolute_error: 108.9568 Epoch 513/5000 148/148 [==============================] - 0s 74us/step - loss: 13145.7356 - mean_absolute_error: 70.3018 - val_loss: 21590.3714 - val_mean_absolute_error: 108.8092 Epoch 514/5000 148/148 [==============================] - 0s 176us/step - loss: 13127.4755 - mean_absolute_error: 70.2785 - val_loss: 21544.3774 - val_mean_absolute_error: 108.6653 Epoch 515/5000 148/148 [==============================] - 0s 149us/step - loss: 13107.9514 - mean_absolute_error: 70.2656 - val_loss: 21505.0177 - val_mean_absolute_error: 108.5438 Epoch 516/5000 148/148 [==============================] - 0s 95us/step - loss: 13087.0540 - mean_absolute_error: 70.2356 - val_loss: 21465.9179 - val_mean_absolute_error: 108.4244 Epoch 517/5000 148/148 [==============================] - 0s 101us/step - loss: 13068.5586 - mean_absolute_error: 70.2196 - val_loss: 21410.7852 - val_mean_absolute_error: 108.2409 Epoch 518/5000 148/148 [==============================] - 0s 108us/step - loss: 13047.3152 - mean_absolute_error: 70.1758 - val_loss: 21353.1634 - val_mean_absolute_error: 108.0512 Epoch 519/5000 148/148 [==============================] - 0s 101us/step - loss: 13028.4639 - mean_absolute_error: 70.1350 - val_loss: 21307.0362 - val_mean_absolute_error: 107.9089 Epoch 520/5000 148/148 [==============================] - 0s 135us/step - loss: 13009.1433 - mean_absolute_error: 70.1027 - val_loss: 21260.5845 - val_mean_absolute_error: 107.7631 Epoch 521/5000 148/148 [==============================] - 0s 101us/step - loss: 12989.2874 - mean_absolute_error: 70.0677 - val_loss: 21219.3858 - val_mean_absolute_error: 107.6430 Epoch 522/5000 148/148 [==============================] - 0s 122us/step - loss: 12969.1195 - mean_absolute_error: 70.0460 - val_loss: 21180.8429 - val_mean_absolute_error: 107.5360 Epoch 523/5000 148/148 [==============================] - 0s 101us/step - loss: 12950.0252 - mean_absolute_error: 70.0105 - val_loss: 21149.0552 - val_mean_absolute_error: 107.4480 Epoch 524/5000 148/148 [==============================] - 0s 108us/step - loss: 12930.2139 - mean_absolute_error: 69.9831 - val_loss: 21115.6703 - val_mean_absolute_error: 107.3480 Epoch 525/5000 148/148 [==============================] - 0s 101us/step - loss: 12912.7217 - mean_absolute_error: 69.9522 - val_loss: 21087.3023 - val_mean_absolute_error: 107.2697 Epoch 526/5000 148/148 [==============================] - 0s 108us/step - loss: 12896.2694 - mean_absolute_error: 69.9356 - val_loss: 21057.0896 - val_mean_absolute_error: 107.1881 Epoch 527/5000 148/148 [==============================] - 0s 122us/step - loss: 12875.9837 - mean_absolute_error: 69.8964 - val_loss: 21031.0772 - val_mean_absolute_error: 107.1168 Epoch 528/5000 148/148 [==============================] - 0s 108us/step - loss: 12860.3179 - mean_absolute_error: 69.8711 - val_loss: 21003.8938 - val_mean_absolute_error: 107.0373 Epoch 529/5000 148/148 [==============================] - 0s 101us/step - loss: 12843.4014 - mean_absolute_error: 69.8430 - val_loss: 20965.8849 - val_mean_absolute_error: 106.9170 Epoch 530/5000 148/148 [==============================] - 0s 108us/step - loss: 12826.2480 - mean_absolute_error: 69.8144 - val_loss: 20921.2018 - val_mean_absolute_error: 106.7714 Epoch 531/5000 148/148 [==============================] - 0s 88us/step - loss: 12807.7787 - mean_absolute_error: 69.7877 - val_loss: 20882.5820 - val_mean_absolute_error: 106.6526 Epoch 532/5000 148/148 [==============================] - 0s 88us/step - loss: 12789.4167 - mean_absolute_error: 69.7647 - val_loss: 20852.4335 - val_mean_absolute_error: 106.5654 Epoch 533/5000 148/148 [==============================] - 0s 101us/step - loss: 12773.2520 - mean_absolute_error: 69.7451 - val_loss: 20812.6577 - val_mean_absolute_error: 106.4389 Epoch 534/5000 148/148 [==============================] - 0s 101us/step - loss: 12756.6404 - mean_absolute_error: 69.7306 - val_loss: 20777.7213 - val_mean_absolute_error: 106.3409 Epoch 535/5000 148/148 [==============================] - 0s 95us/step - loss: 12737.1479 - mean_absolute_error: 69.7104 - val_loss: 20749.3284 - val_mean_absolute_error: 106.2735 Epoch 536/5000 148/148 [==============================] - 0s 81us/step - loss: 12715.3711 - mean_absolute_error: 69.6879 - val_loss: 20718.2051 - val_mean_absolute_error: 106.1919 Epoch 537/5000 148/148 [==============================] - 0s 81us/step - loss: 12697.6979 - mean_absolute_error: 69.6685 - val_loss: 20687.6171 - val_mean_absolute_error: 106.1106 Epoch 538/5000 148/148 [==============================] - 0s 88us/step - loss: 12677.8817 - mean_absolute_error: 69.6397 - val_loss: 20657.3302 - val_mean_absolute_error: 106.0224 Epoch 539/5000 148/148 [==============================] - 0s 95us/step - loss: 12662.7402 - mean_absolute_error: 69.6170 - val_loss: 20627.9969 - val_mean_absolute_error: 105.9388 Epoch 540/5000 148/148 [==============================] - 0s 108us/step - loss: 12646.6986 - mean_absolute_error: 69.5969 - val_loss: 20596.2127 - val_mean_absolute_error: 105.8432 Epoch 541/5000 148/148 [==============================] - 0s 101us/step - loss: 12630.9702 - mean_absolute_error: 69.5706 - val_loss: 20569.7249 - val_mean_absolute_error: 105.7680 Epoch 542/5000 148/148 [==============================] - 0s 101us/step - loss: 12616.3948 - mean_absolute_error: 69.5538 - val_loss: 20542.5073 - val_mean_absolute_error: 105.6926 Epoch 543/5000 148/148 [==============================] - 0s 88us/step - loss: 12601.4836 - mean_absolute_error: 69.5296 - val_loss: 20510.8191 - val_mean_absolute_error: 105.5959 Epoch 544/5000 148/148 [==============================] - 0s 81us/step - loss: 12587.4594 - mean_absolute_error: 69.5132 - val_loss: 20479.0055 - val_mean_absolute_error: 105.4998 Epoch 545/5000 148/148 [==============================] - 0s 81us/step - loss: 12571.0572 - mean_absolute_error: 69.4939 - val_loss: 20452.1443 - val_mean_absolute_error: 105.4193 Epoch 546/5000 148/148 [==============================] - 0s 74us/step - loss: 12557.6782 - mean_absolute_error: 69.4827 - val_loss: 20425.7590 - val_mean_absolute_error: 105.3393 Epoch 547/5000 148/148 [==============================] - 0s 68us/step - loss: 12544.6325 - mean_absolute_error: 69.4647 - val_loss: 20396.8092 - val_mean_absolute_error: 105.2510 Epoch 548/5000 148/148 [==============================] - 0s 81us/step - loss: 12527.3057 - mean_absolute_error: 69.4471 - val_loss: 20370.6193 - val_mean_absolute_error: 105.1764 Epoch 549/5000 148/148 [==============================] - 0s 81us/step - loss: 12512.8126 - mean_absolute_error: 69.4299 - val_loss: 20341.4514 - val_mean_absolute_error: 105.0879 Epoch 550/5000 148/148 [==============================] - 0s 81us/step - loss: 12497.4273 - mean_absolute_error: 69.4064 - val_loss: 20314.6102 - val_mean_absolute_error: 105.0063 Epoch 551/5000 148/148 [==============================] - 0s 81us/step - loss: 12481.9401 - mean_absolute_error: 69.3883 - val_loss: 20292.3001 - val_mean_absolute_error: 104.9480 Epoch 552/5000 148/148 [==============================] - 0s 74us/step - loss: 12468.6142 - mean_absolute_error: 69.3682 - val_loss: 20260.5493 - val_mean_absolute_error: 104.8604 Epoch 553/5000 148/148 [==============================] - 0s 88us/step - loss: 12449.9806 - mean_absolute_error: 69.3476 - val_loss: 20228.0311 - val_mean_absolute_error: 104.7641 Epoch 554/5000 148/148 [==============================] - 0s 81us/step - loss: 12433.8151 - mean_absolute_error: 69.3357 - val_loss: 20186.7164 - val_mean_absolute_error: 104.6283 Epoch 555/5000 148/148 [==============================] - 0s 88us/step - loss: 12417.1020 - mean_absolute_error: 69.3168 - val_loss: 20150.8461 - val_mean_absolute_error: 104.5075 Epoch 556/5000 148/148 [==============================] - 0s 81us/step - loss: 12402.1217 - mean_absolute_error: 69.2893 - val_loss: 20122.5676 - val_mean_absolute_error: 104.4174 Epoch 557/5000 148/148 [==============================] - 0s 95us/step - loss: 12388.2939 - mean_absolute_error: 69.2706 - val_loss: 20097.0026 - val_mean_absolute_error: 104.3413 Epoch 558/5000 148/148 [==============================] - 0s 81us/step - loss: 12375.2424 - mean_absolute_error: 69.2531 - val_loss: 20074.5425 - val_mean_absolute_error: 104.2813 Epoch 559/5000 148/148 [==============================] - 0s 74us/step - loss: 12362.1059 - mean_absolute_error: 69.2399 - val_loss: 20056.5209 - val_mean_absolute_error: 104.2423 Epoch 560/5000 148/148 [==============================] - 0s 74us/step - loss: 12348.0443 - mean_absolute_error: 69.2225 - val_loss: 20033.2196 - val_mean_absolute_error: 104.1767 Epoch 561/5000 148/148 [==============================] - 0s 74us/step - loss: 12333.2824 - mean_absolute_error: 69.2084 - val_loss: 20005.0388 - val_mean_absolute_error: 104.0905 Epoch 562/5000 148/148 [==============================] - 0s 88us/step - loss: 12317.4406 - mean_absolute_error: 69.1898 - val_loss: 19970.4268 - val_mean_absolute_error: 103.9825 Epoch 563/5000 148/148 [==============================] - 0s 101us/step - loss: 12298.5551 - mean_absolute_error: 69.1690 - val_loss: 19938.2385 - val_mean_absolute_error: 103.8784 Epoch 564/5000 148/148 [==============================] - 0s 88us/step - loss: 12280.7490 - mean_absolute_error: 69.1504 - val_loss: 19905.1925 - val_mean_absolute_error: 103.7732 Epoch 565/5000 148/148 [==============================] - 0s 81us/step - loss: 12263.3604 - mean_absolute_error: 69.1376 - val_loss: 19875.6141 - val_mean_absolute_error: 103.6847 Epoch 566/5000 148/148 [==============================] - 0s 81us/step - loss: 12246.0942 - mean_absolute_error: 69.1340 - val_loss: 19848.1457 - val_mean_absolute_error: 103.6085 Epoch 567/5000 148/148 [==============================] - 0s 74us/step - loss: 12230.5714 - mean_absolute_error: 69.1272 - val_loss: 19823.4601 - val_mean_absolute_error: 103.5382 Epoch 568/5000 148/148 [==============================] - 0s 88us/step - loss: 12215.5174 - mean_absolute_error: 69.1181 - val_loss: 19796.9293 - val_mean_absolute_error: 103.4599 Epoch 569/5000 148/148 [==============================] - 0s 81us/step - loss: 12201.2590 - mean_absolute_error: 69.1001 - val_loss: 19764.1655 - val_mean_absolute_error: 103.3587 Epoch 570/5000 148/148 [==============================] - 0s 74us/step - loss: 12185.7872 - mean_absolute_error: 69.0842 - val_loss: 19731.0531 - val_mean_absolute_error: 103.2548 Epoch 571/5000 148/148 [==============================] - 0s 81us/step - loss: 12168.8892 - mean_absolute_error: 69.0616 - val_loss: 19701.2255 - val_mean_absolute_error: 103.1615 Epoch 572/5000 148/148 [==============================] - 0s 74us/step - loss: 12152.6112 - mean_absolute_error: 69.0427 - val_loss: 19666.8122 - val_mean_absolute_error: 103.0559 Epoch 573/5000 148/148 [==============================] - 0s 74us/step - loss: 12135.1617 - mean_absolute_error: 69.0308 - val_loss: 19624.5035 - val_mean_absolute_error: 102.9250 Epoch 574/5000 148/148 [==============================] - 0s 74us/step - loss: 12115.4910 - mean_absolute_error: 69.0231 - val_loss: 19585.8247 - val_mean_absolute_error: 102.8136 Epoch 575/5000 148/148 [==============================] - 0s 74us/step - loss: 12096.1475 - mean_absolute_error: 69.0109 - val_loss: 19552.1175 - val_mean_absolute_error: 102.7105 Epoch 576/5000 148/148 [==============================] - 0s 68us/step - loss: 12079.4703 - mean_absolute_error: 69.0008 - val_loss: 19524.3972 - val_mean_absolute_error: 102.6280 Epoch 577/5000 148/148 [==============================] - 0s 81us/step - loss: 12064.9237 - mean_absolute_error: 68.9870 - val_loss: 19501.9650 - val_mean_absolute_error: 102.5674 Epoch 578/5000 148/148 [==============================] - 0s 74us/step - loss: 12050.9358 - mean_absolute_error: 68.9748 - val_loss: 19488.5956 - val_mean_absolute_error: 102.5426 Epoch 579/5000 148/148 [==============================] - 0s 81us/step - loss: 12039.3231 - mean_absolute_error: 68.9702 - val_loss: 19467.7265 - val_mean_absolute_error: 102.4815 Epoch 580/5000 148/148 [==============================] - 0s 74us/step - loss: 12025.3065 - mean_absolute_error: 68.9566 - val_loss: 19452.6894 - val_mean_absolute_error: 102.4476 Epoch 581/5000 148/148 [==============================] - 0s 88us/step - loss: 12013.3589 - mean_absolute_error: 68.9471 - val_loss: 19433.7164 - val_mean_absolute_error: 102.3967 Epoch 582/5000 148/148 [==============================] - 0s 68us/step - loss: 12000.1874 - mean_absolute_error: 68.9316 - val_loss: 19414.0959 - val_mean_absolute_error: 102.3410 Epoch 583/5000 148/148 [==============================] - 0s 74us/step - loss: 11988.3133 - mean_absolute_error: 68.9180 - val_loss: 19395.8397 - val_mean_absolute_error: 102.2904 Epoch 584/5000 148/148 [==============================] - 0s 74us/step - loss: 11976.4328 - mean_absolute_error: 68.9060 - val_loss: 19382.3955 - val_mean_absolute_error: 102.2617 Epoch 585/5000 148/148 [==============================] - 0s 95us/step - loss: 11965.9112 - mean_absolute_error: 68.8993 - val_loss: 19364.9398 - val_mean_absolute_error: 102.2182 Epoch 586/5000 148/148 [==============================] - 0s 81us/step - loss: 11954.0084 - mean_absolute_error: 68.8889 - val_loss: 19349.1207 - val_mean_absolute_error: 102.1834 Epoch 587/5000 148/148 [==============================] - 0s 81us/step - loss: 11940.7521 - mean_absolute_error: 68.8846 - val_loss: 19331.1306 - val_mean_absolute_error: 102.1450 Epoch 588/5000 148/148 [==============================] - 0s 88us/step - loss: 11925.9264 - mean_absolute_error: 68.8761 - val_loss: 19307.0826 - val_mean_absolute_error: 102.0714 Epoch 589/5000 148/148 [==============================] - 0s 81us/step - loss: 11913.1497 - mean_absolute_error: 68.8650 - val_loss: 19283.0341 - val_mean_absolute_error: 101.9960 Epoch 590/5000 148/148 [==============================] - 0s 81us/step - loss: 11898.4059 - mean_absolute_error: 68.8508 - val_loss: 19259.1908 - val_mean_absolute_error: 101.9184 Epoch 591/5000 148/148 [==============================] - 0s 81us/step - loss: 11887.7260 - mean_absolute_error: 68.8423 - val_loss: 19236.0314 - val_mean_absolute_error: 101.8426 Epoch 592/5000 148/148 [==============================] - 0s 74us/step - loss: 11875.8770 - mean_absolute_error: 68.8278 - val_loss: 19215.1423 - val_mean_absolute_error: 101.7746 Epoch 593/5000 148/148 [==============================] - 0s 68us/step - loss: 11864.0012 - mean_absolute_error: 68.8113 - val_loss: 19192.3121 - val_mean_absolute_error: 101.6969 Epoch 594/5000 148/148 [==============================] - 0s 68us/step - loss: 11853.0494 - mean_absolute_error: 68.7957 - val_loss: 19163.9060 - val_mean_absolute_error: 101.5972 Epoch 595/5000 148/148 [==============================] - 0s 81us/step - loss: 11840.7828 - mean_absolute_error: 68.7793 - val_loss: 19133.1546 - val_mean_absolute_error: 101.4904 Epoch 596/5000 148/148 [==============================] - 0s 81us/step - loss: 11827.3583 - mean_absolute_error: 68.7589 - val_loss: 19106.6339 - val_mean_absolute_error: 101.4028 Epoch 597/5000 148/148 [==============================] - 0s 74us/step - loss: 11814.8170 - mean_absolute_error: 68.7445 - val_loss: 19072.1516 - val_mean_absolute_error: 101.2904 Epoch 598/5000 148/148 [==============================] - 0s 74us/step - loss: 11799.7317 - mean_absolute_error: 68.7244 - val_loss: 19045.5040 - val_mean_absolute_error: 101.2070 Epoch 599/5000 148/148 [==============================] - 0s 81us/step - loss: 11788.4743 - mean_absolute_error: 68.7093 - val_loss: 19025.7595 - val_mean_absolute_error: 101.1509 Epoch 600/5000 148/148 [==============================] - 0s 81us/step - loss: 11776.3660 - mean_absolute_error: 68.6986 - val_loss: 19004.8640 - val_mean_absolute_error: 101.0865 Epoch 601/5000 148/148 [==============================] - 0s 74us/step - loss: 11764.8413 - mean_absolute_error: 68.6898 - val_loss: 18993.3456 - val_mean_absolute_error: 101.0682 Epoch 602/5000 148/148 [==============================] - 0s 74us/step - loss: 11753.0573 - mean_absolute_error: 68.6775 - val_loss: 18976.0323 - val_mean_absolute_error: 101.0229 Epoch 603/5000 148/148 [==============================] - 0s 81us/step - loss: 11740.6225 - mean_absolute_error: 68.6674 - val_loss: 18957.9950 - val_mean_absolute_error: 100.9773 Epoch 604/5000 148/148 [==============================] - 0s 74us/step - loss: 11730.0755 - mean_absolute_error: 68.6715 - val_loss: 18934.0078 - val_mean_absolute_error: 100.9123 Epoch 605/5000 148/148 [==============================] - 0s 88us/step - loss: 11712.8851 - mean_absolute_error: 68.6583 - val_loss: 18913.9016 - val_mean_absolute_error: 100.8641 Epoch 606/5000 148/148 [==============================] - 0s 74us/step - loss: 11698.6637 - mean_absolute_error: 68.6524 - val_loss: 18886.8488 - val_mean_absolute_error: 100.7875 Epoch 607/5000 148/148 [==============================] - 0s 81us/step - loss: 11682.1562 - mean_absolute_error: 68.6307 - val_loss: 18857.5948 - val_mean_absolute_error: 100.7011 Epoch 608/5000 148/148 [==============================] - 0s 74us/step - loss: 11667.0617 - mean_absolute_error: 68.6231 - val_loss: 18832.0407 - val_mean_absolute_error: 100.6222 Epoch 609/5000 148/148 [==============================] - 0s 74us/step - loss: 11653.5155 - mean_absolute_error: 68.6118 - val_loss: 18803.1775 - val_mean_absolute_error: 100.5319 Epoch 610/5000 148/148 [==============================] - 0s 68us/step - loss: 11639.4190 - mean_absolute_error: 68.6024 - val_loss: 18773.1532 - val_mean_absolute_error: 100.4351 Epoch 611/5000 148/148 [==============================] - 0s 74us/step - loss: 11621.7094 - mean_absolute_error: 68.5916 - val_loss: 18734.9680 - val_mean_absolute_error: 100.3154 Epoch 612/5000 148/148 [==============================] - 0s 74us/step - loss: 11604.5143 - mean_absolute_error: 68.5899 - val_loss: 18693.2178 - val_mean_absolute_error: 100.1854 Epoch 613/5000 148/148 [==============================] - 0s 74us/step - loss: 11583.5780 - mean_absolute_error: 68.5787 - val_loss: 18662.1890 - val_mean_absolute_error: 100.0919 Epoch 614/5000 148/148 [==============================] - 0s 74us/step - loss: 11565.6127 - mean_absolute_error: 68.5743 - val_loss: 18633.2050 - val_mean_absolute_error: 100.0096 Epoch 615/5000 148/148 [==============================] - 0s 68us/step - loss: 11548.3095 - mean_absolute_error: 68.5686 - val_loss: 18605.7725 - val_mean_absolute_error: 99.9267 Epoch 616/5000 148/148 [==============================] - 0s 68us/step - loss: 11530.6865 - mean_absolute_error: 68.5621 - val_loss: 18580.4827 - val_mean_absolute_error: 99.8515 Epoch 617/5000 148/148 [==============================] - 0s 68us/step - loss: 11517.8032 - mean_absolute_error: 68.5524 - val_loss: 18557.0834 - val_mean_absolute_error: 99.7810 Epoch 618/5000 148/148 [==============================] - 0s 74us/step - loss: 11502.6118 - mean_absolute_error: 68.5381 - val_loss: 18532.8614 - val_mean_absolute_error: 99.7033 Epoch 619/5000 148/148 [==============================] - 0s 68us/step - loss: 11490.6988 - mean_absolute_error: 68.5305 - val_loss: 18509.3118 - val_mean_absolute_error: 99.6372 Epoch 620/5000 148/148 [==============================] - 0s 68us/step - loss: 11473.7138 - mean_absolute_error: 68.5187 - val_loss: 18487.1823 - val_mean_absolute_error: 99.5762 Epoch 621/5000 148/148 [==============================] - 0s 68us/step - loss: 11460.7667 - mean_absolute_error: 68.5152 - val_loss: 18468.0410 - val_mean_absolute_error: 99.5296 Epoch 622/5000 148/148 [==============================] - 0s 61us/step - loss: 11445.2639 - mean_absolute_error: 68.5017 - val_loss: 18447.7791 - val_mean_absolute_error: 99.4733 Epoch 623/5000 148/148 [==============================] - 0s 74us/step - loss: 11431.7412 - mean_absolute_error: 68.4937 - val_loss: 18420.2125 - val_mean_absolute_error: 99.3867 Epoch 624/5000 148/148 [==============================] - 0s 74us/step - loss: 11419.4074 - mean_absolute_error: 68.4939 - val_loss: 18385.7222 - val_mean_absolute_error: 99.2686 Epoch 625/5000 148/148 [==============================] - 0s 74us/step - loss: 11402.9438 - mean_absolute_error: 68.4775 - val_loss: 18358.9987 - val_mean_absolute_error: 99.1800 Epoch 626/5000 148/148 [==============================] - 0s 68us/step - loss: 11390.2571 - mean_absolute_error: 68.4636 - val_loss: 18332.9396 - val_mean_absolute_error: 99.1016 Epoch 627/5000 148/148 [==============================] - 0s 61us/step - loss: 11374.2535 - mean_absolute_error: 68.4472 - val_loss: 18303.1821 - val_mean_absolute_error: 99.0055 Epoch 628/5000 148/148 [==============================] - 0s 74us/step - loss: 11359.6900 - mean_absolute_error: 68.4378 - val_loss: 18277.4055 - val_mean_absolute_error: 98.9202 Epoch 629/5000 148/148 [==============================] - 0s 68us/step - loss: 11346.8931 - mean_absolute_error: 68.4315 - val_loss: 18252.1588 - val_mean_absolute_error: 98.8345 Epoch 630/5000 148/148 [==============================] - 0s 74us/step - loss: 11333.6473 - mean_absolute_error: 68.4228 - val_loss: 18229.1974 - val_mean_absolute_error: 98.7590 Epoch 631/5000 148/148 [==============================] - 0s 68us/step - loss: 11321.2088 - mean_absolute_error: 68.4154 - val_loss: 18208.5102 - val_mean_absolute_error: 98.7001 Epoch 632/5000 148/148 [==============================] - 0s 68us/step - loss: 11308.5203 - mean_absolute_error: 68.4069 - val_loss: 18191.1000 - val_mean_absolute_error: 98.6564 Epoch 633/5000 148/148 [==============================] - 0s 68us/step - loss: 11294.3024 - mean_absolute_error: 68.3891 - val_loss: 18174.7769 - val_mean_absolute_error: 98.6214 Epoch 634/5000 148/148 [==============================] - 0s 74us/step - loss: 11280.1552 - mean_absolute_error: 68.3762 - val_loss: 18148.6639 - val_mean_absolute_error: 98.5439 Epoch 635/5000 148/148 [==============================] - 0s 68us/step - loss: 11265.3666 - mean_absolute_error: 68.3638 - val_loss: 18113.3142 - val_mean_absolute_error: 98.4165 Epoch 636/5000 148/148 [==============================] - 0s 68us/step - loss: 11250.6429 - mean_absolute_error: 68.3536 - val_loss: 18083.9938 - val_mean_absolute_error: 98.3121 Epoch 637/5000 148/148 [==============================] - 0s 74us/step - loss: 11239.4875 - mean_absolute_error: 68.3494 - val_loss: 18057.3423 - val_mean_absolute_error: 98.2177 Epoch 638/5000 148/148 [==============================] - 0s 61us/step - loss: 11226.9263 - mean_absolute_error: 68.3372 - val_loss: 18038.5166 - val_mean_absolute_error: 98.1587 Epoch 639/5000 148/148 [==============================] - 0s 68us/step - loss: 11215.4540 - mean_absolute_error: 68.3295 - val_loss: 18019.7894 - val_mean_absolute_error: 98.1009 Epoch 640/5000 148/148 [==============================] - 0s 74us/step - loss: 11200.4888 - mean_absolute_error: 68.3093 - val_loss: 17996.5279 - val_mean_absolute_error: 98.0195 Epoch 641/5000 148/148 [==============================] - 0s 81us/step - loss: 11189.6508 - mean_absolute_error: 68.3025 - val_loss: 17975.1369 - val_mean_absolute_error: 97.9530 Epoch 642/5000 148/148 [==============================] - 0s 61us/step - loss: 11174.5038 - mean_absolute_error: 68.2878 - val_loss: 17955.6383 - val_mean_absolute_error: 97.8945 Epoch 643/5000 148/148 [==============================] - 0s 74us/step - loss: 11163.1544 - mean_absolute_error: 68.2846 - val_loss: 17931.7620 - val_mean_absolute_error: 97.8204 Epoch 644/5000 148/148 [==============================] - 0s 74us/step - loss: 11149.7608 - mean_absolute_error: 68.2837 - val_loss: 17898.4226 - val_mean_absolute_error: 97.6992 Epoch 645/5000 148/148 [==============================] - 0s 61us/step - loss: 11135.3138 - mean_absolute_error: 68.2737 - val_loss: 17869.3226 - val_mean_absolute_error: 97.6044 Epoch 646/5000 148/148 [==============================] - 0s 74us/step - loss: 11118.8508 - mean_absolute_error: 68.2634 - val_loss: 17849.5371 - val_mean_absolute_error: 97.5475 Epoch 647/5000 148/148 [==============================] - 0s 61us/step - loss: 11104.6794 - mean_absolute_error: 68.2503 - val_loss: 17830.6949 - val_mean_absolute_error: 97.4920 Epoch 648/5000 148/148 [==============================] - 0s 68us/step - loss: 11092.9516 - mean_absolute_error: 68.2475 - val_loss: 17815.9635 - val_mean_absolute_error: 97.4595 Epoch 649/5000 148/148 [==============================] - 0s 74us/step - loss: 11078.3794 - mean_absolute_error: 68.2387 - val_loss: 17809.4972 - val_mean_absolute_error: 97.4634 Epoch 650/5000 148/148 [==============================] - 0s 74us/step - loss: 11066.7022 - mean_absolute_error: 68.2374 - val_loss: 17802.1246 - val_mean_absolute_error: 97.4612 Epoch 651/5000 148/148 [==============================] - 0s 68us/step - loss: 11054.7173 - mean_absolute_error: 68.2269 - val_loss: 17789.8109 - val_mean_absolute_error: 97.4322 Epoch 652/5000 148/148 [==============================] - 0s 61us/step - loss: 11043.5167 - mean_absolute_error: 68.2111 - val_loss: 17775.4877 - val_mean_absolute_error: 97.3926 Epoch 653/5000 148/148 [==============================] - 0s 68us/step - loss: 11031.9694 - mean_absolute_error: 68.2072 - val_loss: 17750.5461 - val_mean_absolute_error: 97.3051 Epoch 654/5000 148/148 [==============================] - 0s 68us/step - loss: 11019.2397 - mean_absolute_error: 68.1932 - val_loss: 17728.6329 - val_mean_absolute_error: 97.2349 Epoch 655/5000 148/148 [==============================] - 0s 74us/step - loss: 11007.2613 - mean_absolute_error: 68.1787 - val_loss: 17704.4680 - val_mean_absolute_error: 97.1595 Epoch 656/5000 148/148 [==============================] - 0s 68us/step - loss: 10992.1919 - mean_absolute_error: 68.1641 - val_loss: 17681.5527 - val_mean_absolute_error: 97.0868 Epoch 657/5000 148/148 [==============================] - 0s 68us/step - loss: 10979.2575 - mean_absolute_error: 68.1473 - val_loss: 17656.3589 - val_mean_absolute_error: 97.0099 Epoch 658/5000 148/148 [==============================] - 0s 68us/step - loss: 10967.4493 - mean_absolute_error: 68.1291 - val_loss: 17637.3474 - val_mean_absolute_error: 96.9565 Epoch 659/5000 148/148 [==============================] - 0s 81us/step - loss: 10955.6244 - mean_absolute_error: 68.1143 - val_loss: 17617.2482 - val_mean_absolute_error: 96.8947 Epoch 660/5000 148/148 [==============================] - 0s 81us/step - loss: 10943.7312 - mean_absolute_error: 68.0970 - val_loss: 17598.8445 - val_mean_absolute_error: 96.8375 Epoch 661/5000 148/148 [==============================] - 0s 74us/step - loss: 10932.9099 - mean_absolute_error: 68.0833 - val_loss: 17581.2618 - val_mean_absolute_error: 96.7793 Epoch 662/5000 148/148 [==============================] - 0s 68us/step - loss: 10923.0241 - mean_absolute_error: 68.0690 - val_loss: 17564.0903 - val_mean_absolute_error: 96.7273 Epoch 663/5000 148/148 [==============================] - 0s 68us/step - loss: 10914.9652 - mean_absolute_error: 68.0592 - val_loss: 17544.4511 - val_mean_absolute_error: 96.6686 Epoch 664/5000 148/148 [==============================] - 0s 61us/step - loss: 10900.0007 - mean_absolute_error: 68.0346 - val_loss: 17513.9726 - val_mean_absolute_error: 96.5551 Epoch 665/5000 148/148 [==============================] - 0s 68us/step - loss: 10886.9805 - mean_absolute_error: 68.0133 - val_loss: 17476.7048 - val_mean_absolute_error: 96.4129 Epoch 666/5000 148/148 [==============================] - 0s 68us/step - loss: 10873.4904 - mean_absolute_error: 67.9950 - val_loss: 17445.2417 - val_mean_absolute_error: 96.2915 Epoch 667/5000 148/148 [==============================] - 0s 61us/step - loss: 10862.1876 - mean_absolute_error: 67.9845 - val_loss: 17414.2373 - val_mean_absolute_error: 96.1749 Epoch 668/5000 148/148 [==============================] - 0s 68us/step - loss: 10850.3688 - mean_absolute_error: 67.9712 - val_loss: 17385.6508 - val_mean_absolute_error: 96.0748 Epoch 669/5000 148/148 [==============================] - 0s 68us/step - loss: 10837.6069 - mean_absolute_error: 67.9514 - val_loss: 17362.7335 - val_mean_absolute_error: 96.0012 Epoch 670/5000 148/148 [==============================] - 0s 74us/step - loss: 10826.6506 - mean_absolute_error: 67.9458 - val_loss: 17339.8370 - val_mean_absolute_error: 95.9245 Epoch 671/5000 148/148 [==============================] - 0s 68us/step - loss: 10813.7335 - mean_absolute_error: 67.9253 - val_loss: 17316.8898 - val_mean_absolute_error: 95.8456 Epoch 672/5000 148/148 [==============================] - 0s 74us/step - loss: 10802.2018 - mean_absolute_error: 67.9149 - val_loss: 17294.2147 - val_mean_absolute_error: 95.7791 Epoch 673/5000 148/148 [==============================] - 0s 68us/step - loss: 10787.3341 - mean_absolute_error: 67.9011 - val_loss: 17272.2771 - val_mean_absolute_error: 95.7103 Epoch 674/5000 148/148 [==============================] - 0s 74us/step - loss: 10775.6366 - mean_absolute_error: 67.8915 - val_loss: 17230.1371 - val_mean_absolute_error: 95.5437 Epoch 675/5000 148/148 [==============================] - 0s 68us/step - loss: 10760.6927 - mean_absolute_error: 67.8747 - val_loss: 17194.2532 - val_mean_absolute_error: 95.4045 Epoch 676/5000 148/148 [==============================] - 0s 68us/step - loss: 10747.1798 - mean_absolute_error: 67.8541 - val_loss: 17166.4034 - val_mean_absolute_error: 95.3022 Epoch 677/5000 148/148 [==============================] - 0s 61us/step - loss: 10736.4445 - mean_absolute_error: 67.8449 - val_loss: 17133.0419 - val_mean_absolute_error: 95.1835 Epoch 678/5000 148/148 [==============================] - 0s 74us/step - loss: 10721.4739 - mean_absolute_error: 67.8313 - val_loss: 17086.8267 - val_mean_absolute_error: 94.9945 Epoch 679/5000 148/148 [==============================] - 0s 68us/step - loss: 10708.4312 - mean_absolute_error: 67.8217 - val_loss: 17052.6446 - val_mean_absolute_error: 94.8587 Epoch 680/5000 148/148 [==============================] - 0s 61us/step - loss: 10693.0865 - mean_absolute_error: 67.8042 - val_loss: 17025.5597 - val_mean_absolute_error: 94.7569 Epoch 681/5000 148/148 [==============================] - 0s 74us/step - loss: 10681.1909 - mean_absolute_error: 67.7895 - val_loss: 17004.1650 - val_mean_absolute_error: 94.6824 Epoch 682/5000 148/148 [==============================] - 0s 74us/step - loss: 10669.2825 - mean_absolute_error: 67.7768 - val_loss: 16983.2103 - val_mean_absolute_error: 94.6136 Epoch 683/5000 148/148 [==============================] - 0s 68us/step - loss: 10655.7330 - mean_absolute_error: 67.7614 - val_loss: 16960.5800 - val_mean_absolute_error: 94.5387 Epoch 684/5000 148/148 [==============================] - 0s 74us/step - loss: 10641.9634 - mean_absolute_error: 67.7548 - val_loss: 16923.1473 - val_mean_absolute_error: 94.3941 Epoch 685/5000 148/148 [==============================] - 0s 74us/step - loss: 10627.8935 - mean_absolute_error: 67.7471 - val_loss: 16890.4991 - val_mean_absolute_error: 94.2691 Epoch 686/5000 148/148 [==============================] - 0s 68us/step - loss: 10615.3508 - mean_absolute_error: 67.7339 - val_loss: 16865.4013 - val_mean_absolute_error: 94.1831 Epoch 687/5000 148/148 [==============================] - 0s 74us/step - loss: 10601.7693 - mean_absolute_error: 67.7214 - val_loss: 16847.1864 - val_mean_absolute_error: 94.1422 Epoch 688/5000 148/148 [==============================] - 0s 74us/step - loss: 10588.4995 - mean_absolute_error: 67.7027 - val_loss: 16827.6627 - val_mean_absolute_error: 94.0826 Epoch 689/5000 148/148 [==============================] - 0s 74us/step - loss: 10575.9730 - mean_absolute_error: 67.6835 - val_loss: 16813.2764 - val_mean_absolute_error: 94.0411 Epoch 690/5000 148/148 [==============================] - 0s 61us/step - loss: 10563.7005 - mean_absolute_error: 67.6630 - val_loss: 16803.3150 - val_mean_absolute_error: 94.0276 Epoch 691/5000 148/148 [==============================] - 0s 81us/step - loss: 10550.9961 - mean_absolute_error: 67.6368 - val_loss: 16793.6263 - val_mean_absolute_error: 94.0070 Epoch 692/5000 148/148 [==============================] - 0s 74us/step - loss: 10541.5411 - mean_absolute_error: 67.6188 - val_loss: 16787.1658 - val_mean_absolute_error: 94.0051 Epoch 693/5000 148/148 [==============================] - 0s 61us/step - loss: 10531.7046 - mean_absolute_error: 67.6022 - val_loss: 16774.5468 - val_mean_absolute_error: 93.9821 Epoch 694/5000 148/148 [==============================] - 0s 68us/step - loss: 10520.6080 - mean_absolute_error: 67.5930 - val_loss: 16769.2378 - val_mean_absolute_error: 93.9936 Epoch 695/5000 148/148 [==============================] - 0s 74us/step - loss: 10507.8249 - mean_absolute_error: 67.5805 - val_loss: 16761.7123 - val_mean_absolute_error: 93.9883 Epoch 696/5000 148/148 [==============================] - 0s 61us/step - loss: 10497.1236 - mean_absolute_error: 67.5785 - val_loss: 16751.5682 - val_mean_absolute_error: 93.9678 Epoch 697/5000 148/148 [==============================] - 0s 68us/step - loss: 10485.8590 - mean_absolute_error: 67.5696 - val_loss: 16737.9453 - val_mean_absolute_error: 93.9476 Epoch 698/5000 148/148 [==============================] - 0s 74us/step - loss: 10470.3181 - mean_absolute_error: 67.5492 - val_loss: 16720.2023 - val_mean_absolute_error: 93.8965 Epoch 699/5000 148/148 [==============================] - 0s 68us/step - loss: 10458.0427 - mean_absolute_error: 67.5255 - val_loss: 16702.2208 - val_mean_absolute_error: 93.8380 Epoch 700/5000 148/148 [==============================] - 0s 61us/step - loss: 10447.1095 - mean_absolute_error: 67.5051 - val_loss: 16689.3177 - val_mean_absolute_error: 93.8034 Epoch 701/5000 148/148 [==============================] - 0s 68us/step - loss: 10436.2421 - mean_absolute_error: 67.4810 - val_loss: 16674.4846 - val_mean_absolute_error: 93.7590 Epoch 702/5000 148/148 [==============================] - 0s 68us/step - loss: 10426.6543 - mean_absolute_error: 67.4680 - val_loss: 16660.7154 - val_mean_absolute_error: 93.7221 Epoch 703/5000 148/148 [==============================] - 0s 68us/step - loss: 10417.1445 - mean_absolute_error: 67.4468 - val_loss: 16638.8991 - val_mean_absolute_error: 93.6433 Epoch 704/5000 148/148 [==============================] - 0s 74us/step - loss: 10405.5828 - mean_absolute_error: 67.4224 - val_loss: 16612.4092 - val_mean_absolute_error: 93.5500 Epoch 705/5000 148/148 [==============================] - 0s 68us/step - loss: 10393.8022 - mean_absolute_error: 67.4107 - val_loss: 16586.6970 - val_mean_absolute_error: 93.4633 Epoch 706/5000 148/148 [==============================] - 0s 74us/step - loss: 10380.3073 - mean_absolute_error: 67.3877 - val_loss: 16561.3054 - val_mean_absolute_error: 93.3758 Epoch 707/5000 148/148 [==============================] - 0s 74us/step - loss: 10368.6025 - mean_absolute_error: 67.3828 - val_loss: 16534.5038 - val_mean_absolute_error: 93.2892 Epoch 708/5000 148/148 [==============================] - 0s 61us/step - loss: 10357.2233 - mean_absolute_error: 67.3777 - val_loss: 16511.5547 - val_mean_absolute_error: 93.2182 Epoch 709/5000 148/148 [==============================] - 0s 68us/step - loss: 10345.3276 - mean_absolute_error: 67.3632 - val_loss: 16485.8564 - val_mean_absolute_error: 93.1309 Epoch 710/5000 148/148 [==============================] - 0s 74us/step - loss: 10332.1674 - mean_absolute_error: 67.3515 - val_loss: 16453.2437 - val_mean_absolute_error: 92.9995 Epoch 711/5000 148/148 [==============================] - 0s 68us/step - loss: 10320.9892 - mean_absolute_error: 67.3394 - val_loss: 16428.8335 - val_mean_absolute_error: 92.9098 Epoch 712/5000 148/148 [==============================] - 0s 68us/step - loss: 10309.2158 - mean_absolute_error: 67.3276 - val_loss: 16406.4138 - val_mean_absolute_error: 92.8270 Epoch 713/5000 148/148 [==============================] - 0s 68us/step - loss: 10296.6831 - mean_absolute_error: 67.3040 - val_loss: 16374.3892 - val_mean_absolute_error: 92.7025 Epoch 714/5000 148/148 [==============================] - 0s 68us/step - loss: 10281.9538 - mean_absolute_error: 67.2791 - val_loss: 16354.4686 - val_mean_absolute_error: 92.6345 Epoch 715/5000 148/148 [==============================] - 0s 61us/step - loss: 10272.2480 - mean_absolute_error: 67.2707 - val_loss: 16334.1081 - val_mean_absolute_error: 92.5631 Epoch 716/5000 148/148 [==============================] - 0s 68us/step - loss: 10260.7681 - mean_absolute_error: 67.2498 - val_loss: 16313.6200 - val_mean_absolute_error: 92.4932 Epoch 717/5000 148/148 [==============================] - 0s 74us/step - loss: 10249.2801 - mean_absolute_error: 67.2300 - val_loss: 16295.3428 - val_mean_absolute_error: 92.4328 Epoch 718/5000 148/148 [==============================] - 0s 68us/step - loss: 10237.6010 - mean_absolute_error: 67.2136 - val_loss: 16276.4339 - val_mean_absolute_error: 92.3698 Epoch 719/5000 148/148 [==============================] - 0s 74us/step - loss: 10224.8426 - mean_absolute_error: 67.1924 - val_loss: 16253.7842 - val_mean_absolute_error: 92.2801 Epoch 720/5000 148/148 [==============================] - 0s 68us/step - loss: 10214.0379 - mean_absolute_error: 67.1680 - val_loss: 16229.1654 - val_mean_absolute_error: 92.1831 Epoch 721/5000 148/148 [==============================] - 0s 61us/step - loss: 10203.4183 - mean_absolute_error: 67.1548 - val_loss: 16207.3367 - val_mean_absolute_error: 92.1039 Epoch 722/5000 148/148 [==============================] - 0s 74us/step - loss: 10191.1362 - mean_absolute_error: 67.1328 - val_loss: 16185.9051 - val_mean_absolute_error: 92.0222 Epoch 723/5000 148/148 [==============================] - 0s 68us/step - loss: 10179.3216 - mean_absolute_error: 67.1179 - val_loss: 16163.3281 - val_mean_absolute_error: 91.9392 Epoch 724/5000 148/148 [==============================] - 0s 68us/step - loss: 10166.3926 - mean_absolute_error: 67.1066 - val_loss: 16135.6619 - val_mean_absolute_error: 91.8354 Epoch 725/5000 148/148 [==============================] - 0s 68us/step - loss: 10151.8614 - mean_absolute_error: 67.0977 - val_loss: 16101.9037 - val_mean_absolute_error: 91.6919 Epoch 726/5000 148/148 [==============================] - 0s 74us/step - loss: 10136.8339 - mean_absolute_error: 67.0864 - val_loss: 16069.4770 - val_mean_absolute_error: 91.5549 Epoch 727/5000 148/148 [==============================] - 0s 74us/step - loss: 10121.6002 - mean_absolute_error: 67.0586 - val_loss: 16046.9116 - val_mean_absolute_error: 91.4690 Epoch 728/5000 148/148 [==============================] - 0s 61us/step - loss: 10109.5338 - mean_absolute_error: 67.0457 - val_loss: 16026.3904 - val_mean_absolute_error: 91.3966 Epoch 729/5000 148/148 [==============================] - 0s 74us/step - loss: 10098.2244 - mean_absolute_error: 67.0378 - val_loss: 16001.1571 - val_mean_absolute_error: 91.3063 Epoch 730/5000 148/148 [==============================] - 0s 68us/step - loss: 10082.8257 - mean_absolute_error: 67.0244 - val_loss: 15980.1287 - val_mean_absolute_error: 91.2244 Epoch 731/5000 148/148 [==============================] - 0s 74us/step - loss: 10073.3796 - mean_absolute_error: 67.0161 - val_loss: 15959.4728 - val_mean_absolute_error: 91.1440 Epoch 732/5000 148/148 [==============================] - 0s 74us/step - loss: 10062.7681 - mean_absolute_error: 67.0042 - val_loss: 15939.4940 - val_mean_absolute_error: 91.0632 Epoch 733/5000 148/148 [==============================] - 0s 61us/step - loss: 10051.1327 - mean_absolute_error: 66.9843 - val_loss: 15921.1182 - val_mean_absolute_error: 90.9921 Epoch 734/5000 148/148 [==============================] - 0s 74us/step - loss: 10040.8799 - mean_absolute_error: 66.9663 - val_loss: 15904.0734 - val_mean_absolute_error: 90.9342 Epoch 735/5000 148/148 [==============================] - 0s 81us/step - loss: 10029.4228 - mean_absolute_error: 66.9540 - val_loss: 15891.0156 - val_mean_absolute_error: 90.8968 Epoch 736/5000 148/148 [==============================] - 0s 68us/step - loss: 10016.9331 - mean_absolute_error: 66.9279 - val_loss: 15876.6094 - val_mean_absolute_error: 90.8644 Epoch 737/5000 148/148 [==============================] - 0s 68us/step - loss: 10003.6719 - mean_absolute_error: 66.9013 - val_loss: 15861.2753 - val_mean_absolute_error: 90.8146 Epoch 738/5000 148/148 [==============================] - 0s 74us/step - loss: 9991.5378 - mean_absolute_error: 66.8696 - val_loss: 15847.0959 - val_mean_absolute_error: 90.7722 Epoch 739/5000 148/148 [==============================] - 0s 74us/step - loss: 9980.5364 - mean_absolute_error: 66.8418 - val_loss: 15825.9363 - val_mean_absolute_error: 90.6930 Epoch 740/5000 148/148 [==============================] - 0s 68us/step - loss: 9969.4101 - mean_absolute_error: 66.8105 - val_loss: 15802.9228 - val_mean_absolute_error: 90.6097 Epoch 741/5000 148/148 [==============================] - 0s 68us/step - loss: 9955.9156 - mean_absolute_error: 66.7875 - val_loss: 15779.4851 - val_mean_absolute_error: 90.5349 Epoch 742/5000 148/148 [==============================] - 0s 74us/step - loss: 9943.8862 - mean_absolute_error: 66.7674 - val_loss: 15756.0543 - val_mean_absolute_error: 90.4462 Epoch 743/5000 148/148 [==============================] - 0s 74us/step - loss: 9932.3912 - mean_absolute_error: 66.7478 - val_loss: 15738.5715 - val_mean_absolute_error: 90.3831 Epoch 744/5000 148/148 [==============================] - 0s 61us/step - loss: 9920.2738 - mean_absolute_error: 66.7201 - val_loss: 15722.3357 - val_mean_absolute_error: 90.3180 Epoch 745/5000 148/148 [==============================] - 0s 68us/step - loss: 9911.6405 - mean_absolute_error: 66.7008 - val_loss: 15709.1750 - val_mean_absolute_error: 90.2745 Epoch 746/5000 148/148 [==============================] - 0s 68us/step - loss: 9900.9997 - mean_absolute_error: 66.6757 - val_loss: 15694.5545 - val_mean_absolute_error: 90.2225 Epoch 747/5000 148/148 [==============================] - 0s 68us/step - loss: 9891.4139 - mean_absolute_error: 66.6557 - val_loss: 15678.9003 - val_mean_absolute_error: 90.1633 Epoch 748/5000 148/148 [==============================] - 0s 74us/step - loss: 9880.8458 - mean_absolute_error: 66.6296 - val_loss: 15662.6646 - val_mean_absolute_error: 90.1070 Epoch 749/5000 148/148 [==============================] - 0s 68us/step - loss: 9870.6599 - mean_absolute_error: 66.6125 - val_loss: 15646.6879 - val_mean_absolute_error: 90.0527 Epoch 750/5000 148/148 [==============================] - 0s 61us/step - loss: 9857.3242 - mean_absolute_error: 66.5839 - val_loss: 15625.3705 - val_mean_absolute_error: 89.9760 Epoch 751/5000 148/148 [==============================] - 0s 68us/step - loss: 9846.0238 - mean_absolute_error: 66.5578 - val_loss: 15590.5938 - val_mean_absolute_error: 89.8320 Epoch 752/5000 148/148 [==============================] - 0s 74us/step - loss: 9829.2365 - mean_absolute_error: 66.5180 - val_loss: 15562.0920 - val_mean_absolute_error: 89.7100 Epoch 753/5000 148/148 [==============================] - 0s 61us/step - loss: 9817.6293 - mean_absolute_error: 66.4788 - val_loss: 15530.6979 - val_mean_absolute_error: 89.5747 Epoch 754/5000 148/148 [==============================] - 0s 68us/step - loss: 9806.1980 - mean_absolute_error: 66.4584 - val_loss: 15507.1160 - val_mean_absolute_error: 89.4838 Epoch 755/5000 148/148 [==============================] - 0s 68us/step - loss: 9794.1574 - mean_absolute_error: 66.4334 - val_loss: 15482.6308 - val_mean_absolute_error: 89.3863 Epoch 756/5000 148/148 [==============================] - 0s 68us/step - loss: 9782.2509 - mean_absolute_error: 66.4091 - val_loss: 15464.5186 - val_mean_absolute_error: 89.3242 Epoch 757/5000 148/148 [==============================] - 0s 81us/step - loss: 9771.5264 - mean_absolute_error: 66.3861 - val_loss: 15440.1483 - val_mean_absolute_error: 89.2344 Epoch 758/5000 148/148 [==============================] - 0s 81us/step - loss: 9760.3414 - mean_absolute_error: 66.3660 - val_loss: 15425.6739 - val_mean_absolute_error: 89.1908 Epoch 759/5000 148/148 [==============================] - 0s 88us/step - loss: 9748.8829 - mean_absolute_error: 66.3327 - val_loss: 15416.8219 - val_mean_absolute_error: 89.1810 Epoch 760/5000 148/148 [==============================] - 0s 68us/step - loss: 9738.9567 - mean_absolute_error: 66.3102 - val_loss: 15406.0763 - val_mean_absolute_error: 89.1599 Epoch 761/5000 148/148 [==============================] - 0s 68us/step - loss: 9727.6663 - mean_absolute_error: 66.2907 - val_loss: 15388.7622 - val_mean_absolute_error: 89.0942 Epoch 762/5000 148/148 [==============================] - 0s 68us/step - loss: 9715.9948 - mean_absolute_error: 66.2675 - val_loss: 15361.9745 - val_mean_absolute_error: 88.9714 Epoch 763/5000 148/148 [==============================] - 0s 68us/step - loss: 9703.9684 - mean_absolute_error: 66.2473 - val_loss: 15337.4848 - val_mean_absolute_error: 88.8722 Epoch 764/5000 148/148 [==============================] - 0s 68us/step - loss: 9690.3893 - mean_absolute_error: 66.2382 - val_loss: 15310.3150 - val_mean_absolute_error: 88.7676 Epoch 765/5000 148/148 [==============================] - 0s 68us/step - loss: 9679.1018 - mean_absolute_error: 66.2440 - val_loss: 15284.6121 - val_mean_absolute_error: 88.6596 Epoch 766/5000 148/148 [==============================] - 0s 68us/step - loss: 9666.7901 - mean_absolute_error: 66.2439 - val_loss: 15260.7245 - val_mean_absolute_error: 88.5703 Epoch 767/5000 148/148 [==============================] - 0s 61us/step - loss: 9655.1311 - mean_absolute_error: 66.2393 - val_loss: 15239.9998 - val_mean_absolute_error: 88.4897 Epoch 768/5000 148/148 [==============================] - 0s 61us/step - loss: 9643.2601 - mean_absolute_error: 66.2267 - val_loss: 15223.9296 - val_mean_absolute_error: 88.4340 Epoch 769/5000 148/148 [==============================] - 0s 68us/step - loss: 9633.3734 - mean_absolute_error: 66.2120 - val_loss: 15206.3754 - val_mean_absolute_error: 88.3667 Epoch 770/5000 148/148 [==============================] - 0s 68us/step - loss: 9622.0723 - mean_absolute_error: 66.1877 - val_loss: 15186.2993 - val_mean_absolute_error: 88.2842 Epoch 771/5000 148/148 [==============================] - 0s 68us/step - loss: 9611.4794 - mean_absolute_error: 66.1719 - val_loss: 15168.8044 - val_mean_absolute_error: 88.2139 Epoch 772/5000 148/148 [==============================] - 0s 68us/step - loss: 9599.0596 - mean_absolute_error: 66.1392 - val_loss: 15154.4552 - val_mean_absolute_error: 88.1598 Epoch 773/5000 148/148 [==============================] - 0s 74us/step - loss: 9588.4159 - mean_absolute_error: 66.1101 - val_loss: 15137.5683 - val_mean_absolute_error: 88.0958 Epoch 774/5000 148/148 [==============================] - 0s 61us/step - loss: 9576.2957 - mean_absolute_error: 66.0883 - val_loss: 15119.9010 - val_mean_absolute_error: 88.0229 Epoch 775/5000 148/148 [==============================] - 0s 74us/step - loss: 9566.5349 - mean_absolute_error: 66.0675 - val_loss: 15096.5244 - val_mean_absolute_error: 87.9181 Epoch 776/5000 148/148 [==============================] - 0s 74us/step - loss: 9554.0144 - mean_absolute_error: 66.0487 - val_loss: 15067.9146 - val_mean_absolute_error: 87.8048 Epoch 777/5000 148/148 [==============================] - 0s 68us/step - loss: 9541.5396 - mean_absolute_error: 66.0514 - val_loss: 15041.0355 - val_mean_absolute_error: 87.7098 Epoch 778/5000 148/148 [==============================] - 0s 74us/step - loss: 9529.4575 - mean_absolute_error: 66.0608 - val_loss: 15017.7457 - val_mean_absolute_error: 87.6230 Epoch 779/5000 148/148 [==============================] - 0s 74us/step - loss: 9519.1549 - mean_absolute_error: 66.0614 - val_loss: 14988.4693 - val_mean_absolute_error: 87.4970 Epoch 780/5000 148/148 [==============================] - 0s 74us/step - loss: 9506.6374 - mean_absolute_error: 66.0480 - val_loss: 14963.0740 - val_mean_absolute_error: 87.3817 Epoch 781/5000 148/148 [==============================] - 0s 68us/step - loss: 9495.5993 - mean_absolute_error: 66.0281 - val_loss: 14942.9441 - val_mean_absolute_error: 87.2956 Epoch 782/5000 148/148 [==============================] - 0s 68us/step - loss: 9484.7429 - mean_absolute_error: 66.0011 - val_loss: 14926.4029 - val_mean_absolute_error: 87.2280 Epoch 783/5000 148/148 [==============================] - 0s 74us/step - loss: 9475.0244 - mean_absolute_error: 65.9747 - val_loss: 14905.1471 - val_mean_absolute_error: 87.1325 Epoch 784/5000 148/148 [==============================] - 0s 68us/step - loss: 9464.7348 - mean_absolute_error: 65.9425 - val_loss: 14885.6696 - val_mean_absolute_error: 87.0456 Epoch 785/5000 148/148 [==============================] - 0s 61us/step - loss: 9454.0133 - mean_absolute_error: 65.9129 - val_loss: 14872.2153 - val_mean_absolute_error: 86.9980 Epoch 786/5000 148/148 [==============================] - 0s 61us/step - loss: 9443.6321 - mean_absolute_error: 65.8894 - val_loss: 14857.0420 - val_mean_absolute_error: 86.9559 Epoch 787/5000 148/148 [==============================] - 0s 68us/step - loss: 9432.1687 - mean_absolute_error: 65.8530 - val_loss: 14844.0154 - val_mean_absolute_error: 86.9059 Epoch 788/5000 148/148 [==============================] - 0s 68us/step - loss: 9422.0156 - mean_absolute_error: 65.8218 - val_loss: 14829.0462 - val_mean_absolute_error: 86.8512 Epoch 789/5000 148/148 [==============================] - 0s 81us/step - loss: 9409.8358 - mean_absolute_error: 65.7978 - val_loss: 14814.8595 - val_mean_absolute_error: 86.7983 Epoch 790/5000 148/148 [==============================] - 0s 61us/step - loss: 9399.4412 - mean_absolute_error: 65.7722 - val_loss: 14808.6287 - val_mean_absolute_error: 86.7925 Epoch 791/5000 148/148 [==============================] - 0s 68us/step - loss: 9390.6993 - mean_absolute_error: 65.7559 - val_loss: 14800.6760 - val_mean_absolute_error: 86.7848 Epoch 792/5000 148/148 [==============================] - 0s 74us/step - loss: 9381.1194 - mean_absolute_error: 65.7380 - val_loss: 14785.9441 - val_mean_absolute_error: 86.7420 Epoch 793/5000 148/148 [==============================] - 0s 68us/step - loss: 9369.9048 - mean_absolute_error: 65.7300 - val_loss: 14770.0021 - val_mean_absolute_error: 86.6855 Epoch 794/5000 148/148 [==============================] - 0s 68us/step - loss: 9359.4842 - mean_absolute_error: 65.7134 - val_loss: 14751.2519 - val_mean_absolute_error: 86.6043 Epoch 795/5000 148/148 [==============================] - 0s 68us/step - loss: 9349.6291 - mean_absolute_error: 65.7051 - val_loss: 14727.7245 - val_mean_absolute_error: 86.5024 Epoch 796/5000 148/148 [==============================] - 0s 68us/step - loss: 9338.9432 - mean_absolute_error: 65.6898 - val_loss: 14707.2261 - val_mean_absolute_error: 86.4119 Epoch 797/5000 148/148 [==============================] - 0s 61us/step - loss: 9330.1662 - mean_absolute_error: 65.6708 - val_loss: 14689.9792 - val_mean_absolute_error: 86.3459 Epoch 798/5000 148/148 [==============================] - 0s 74us/step - loss: 9317.2238 - mean_absolute_error: 65.6446 - val_loss: 14666.9216 - val_mean_absolute_error: 86.2485 Epoch 799/5000 148/148 [==============================] - 0s 68us/step - loss: 9305.3063 - mean_absolute_error: 65.6234 - val_loss: 14647.6219 - val_mean_absolute_error: 86.1854 Epoch 800/5000 148/148 [==============================] - 0s 74us/step - loss: 9290.0155 - mean_absolute_error: 65.5915 - val_loss: 14624.5548 - val_mean_absolute_error: 86.1055 Epoch 801/5000 148/148 [==============================] - 0s 68us/step - loss: 9276.3003 - mean_absolute_error: 65.5732 - val_loss: 14590.6980 - val_mean_absolute_error: 85.9603 Epoch 802/5000 148/148 [==============================] - 0s 68us/step - loss: 9259.3420 - mean_absolute_error: 65.5330 - val_loss: 14568.6676 - val_mean_absolute_error: 85.8744 Epoch 803/5000 148/148 [==============================] - 0s 68us/step - loss: 9245.4657 - mean_absolute_error: 65.4950 - val_loss: 14544.1069 - val_mean_absolute_error: 85.7611 Epoch 804/5000 148/148 [==============================] - 0s 68us/step - loss: 9234.0007 - mean_absolute_error: 65.4537 - val_loss: 14526.4479 - val_mean_absolute_error: 85.6831 Epoch 805/5000 148/148 [==============================] - 0s 68us/step - loss: 9221.7334 - mean_absolute_error: 65.4149 - val_loss: 14512.8845 - val_mean_absolute_error: 85.6269 Epoch 806/5000 148/148 [==============================] - 0s 68us/step - loss: 9212.0614 - mean_absolute_error: 65.3850 - val_loss: 14493.6712 - val_mean_absolute_error: 85.5435 Epoch 807/5000 148/148 [==============================] - 0s 68us/step - loss: 9201.2988 - mean_absolute_error: 65.3637 - val_loss: 14480.5668 - val_mean_absolute_error: 85.5023 Epoch 808/5000 148/148 [==============================] - 0s 68us/step - loss: 9189.1284 - mean_absolute_error: 65.3414 - val_loss: 14466.0657 - val_mean_absolute_error: 85.4484 Epoch 809/5000 148/148 [==============================] - 0s 74us/step - loss: 9178.1157 - mean_absolute_error: 65.3169 - val_loss: 14440.6962 - val_mean_absolute_error: 85.3392 Epoch 810/5000 148/148 [==============================] - 0s 68us/step - loss: 9163.9079 - mean_absolute_error: 65.2893 - val_loss: 14423.7660 - val_mean_absolute_error: 85.2727 Epoch 811/5000 148/148 [==============================] - 0s 74us/step - loss: 9153.4495 - mean_absolute_error: 65.2696 - val_loss: 14412.1243 - val_mean_absolute_error: 85.2290 Epoch 812/5000 148/148 [==============================] - 0s 61us/step - loss: 9142.1606 - mean_absolute_error: 65.2506 - val_loss: 14393.7220 - val_mean_absolute_error: 85.1570 Epoch 813/5000 148/148 [==============================] - 0s 74us/step - loss: 9129.2266 - mean_absolute_error: 65.2301 - val_loss: 14375.0544 - val_mean_absolute_error: 85.0785 Epoch 814/5000 148/148 [==============================] - 0s 68us/step - loss: 9119.5425 - mean_absolute_error: 65.2190 - val_loss: 14355.8387 - val_mean_absolute_error: 84.9958 Epoch 815/5000 148/148 [==============================] - 0s 61us/step - loss: 9108.2528 - mean_absolute_error: 65.1925 - val_loss: 14339.5939 - val_mean_absolute_error: 84.9293 Epoch 816/5000 148/148 [==============================] - 0s 74us/step - loss: 9099.1040 - mean_absolute_error: 65.1736 - val_loss: 14321.8559 - val_mean_absolute_error: 84.8517 Epoch 817/5000 148/148 [==============================] - 0s 68us/step - loss: 9086.5559 - mean_absolute_error: 65.1359 - val_loss: 14307.3235 - val_mean_absolute_error: 84.7871 Epoch 818/5000 148/148 [==============================] - 0s 61us/step - loss: 9076.6477 - mean_absolute_error: 65.0953 - val_loss: 14293.0522 - val_mean_absolute_error: 84.7245 Epoch 819/5000 148/148 [==============================] - 0s 74us/step - loss: 9066.1569 - mean_absolute_error: 65.0641 - val_loss: 14278.1737 - val_mean_absolute_error: 84.6686 Epoch 820/5000 148/148 [==============================] - 0s 68us/step - loss: 9055.5531 - mean_absolute_error: 65.0431 - val_loss: 14261.8721 - val_mean_absolute_error: 84.6092 Epoch 821/5000 148/148 [==============================] - 0s 68us/step - loss: 9043.7567 - mean_absolute_error: 65.0170 - val_loss: 14245.6610 - val_mean_absolute_error: 84.5533 Epoch 822/5000 148/148 [==============================] - 0s 68us/step - loss: 9032.5014 - mean_absolute_error: 64.9905 - val_loss: 14231.8848 - val_mean_absolute_error: 84.5097 Epoch 823/5000 148/148 [==============================] - 0s 74us/step - loss: 9021.8791 - mean_absolute_error: 64.9656 - val_loss: 14221.2141 - val_mean_absolute_error: 84.4843 Epoch 824/5000 148/148 [==============================] - 0s 74us/step - loss: 9011.3064 - mean_absolute_error: 64.9383 - val_loss: 14211.7431 - val_mean_absolute_error: 84.4573 Epoch 825/5000 148/148 [==============================] - 0s 68us/step - loss: 9003.5665 - mean_absolute_error: 64.9229 - val_loss: 14203.0978 - val_mean_absolute_error: 84.4397 Epoch 826/5000 148/148 [==============================] - 0s 81us/step - loss: 8992.3160 - mean_absolute_error: 64.8978 - val_loss: 14190.2785 - val_mean_absolute_error: 84.4048 Epoch 827/5000 148/148 [==============================] - 0s 74us/step - loss: 8984.0657 - mean_absolute_error: 64.8872 - val_loss: 14177.1553 - val_mean_absolute_error: 84.3658 Epoch 828/5000 148/148 [==============================] - 0s 61us/step - loss: 8973.2765 - mean_absolute_error: 64.8639 - val_loss: 14156.9926 - val_mean_absolute_error: 84.2871 Epoch 829/5000 148/148 [==============================] - 0s 61us/step - loss: 8959.7535 - mean_absolute_error: 64.8339 - val_loss: 14135.3249 - val_mean_absolute_error: 84.2070 Epoch 830/5000 148/148 [==============================] - 0s 74us/step - loss: 8949.7024 - mean_absolute_error: 64.8338 - val_loss: 14114.7774 - val_mean_absolute_error: 84.1468 Epoch 831/5000 148/148 [==============================] - 0s 61us/step - loss: 8936.6264 - mean_absolute_error: 64.8242 - val_loss: 14102.8655 - val_mean_absolute_error: 84.1161 Epoch 832/5000 148/148 [==============================] - 0s 68us/step - loss: 8925.8003 - mean_absolute_error: 64.8236 - val_loss: 14093.7370 - val_mean_absolute_error: 84.1064 Epoch 833/5000 148/148 [==============================] - 0s 74us/step - loss: 8915.7525 - mean_absolute_error: 64.8284 - val_loss: 14081.3008 - val_mean_absolute_error: 84.0691 Epoch 834/5000 148/148 [==============================] - 0s 68us/step - loss: 8901.9481 - mean_absolute_error: 64.8018 - val_loss: 14070.4133 - val_mean_absolute_error: 84.0243 Epoch 835/5000 148/148 [==============================] - 0s 68us/step - loss: 8894.1525 - mean_absolute_error: 64.7719 - val_loss: 14064.3657 - val_mean_absolute_error: 83.9934 Epoch 836/5000 148/148 [==============================] - 0s 68us/step - loss: 8883.1848 - mean_absolute_error: 64.7308 - val_loss: 14051.9672 - val_mean_absolute_error: 83.9307 Epoch 837/5000 148/148 [==============================] - 0s 68us/step - loss: 8875.0145 - mean_absolute_error: 64.6965 - val_loss: 14036.5003 - val_mean_absolute_error: 83.8516 Epoch 838/5000 148/148 [==============================] - 0s 61us/step - loss: 8864.9096 - mean_absolute_error: 64.6602 - val_loss: 14020.7931 - val_mean_absolute_error: 83.7748 Epoch 839/5000 148/148 [==============================] - 0s 68us/step - loss: 8856.1875 - mean_absolute_error: 64.6377 - val_loss: 14006.2106 - val_mean_absolute_error: 83.7134 Epoch 840/5000 148/148 [==============================] - 0s 61us/step - loss: 8846.5578 - mean_absolute_error: 64.6183 - val_loss: 13989.8116 - val_mean_absolute_error: 83.6434 Epoch 841/5000 148/148 [==============================] - 0s 68us/step - loss: 8837.5590 - mean_absolute_error: 64.6034 - val_loss: 13975.6604 - val_mean_absolute_error: 83.5878 Epoch 842/5000 148/148 [==============================] - 0s 74us/step - loss: 8828.8906 - mean_absolute_error: 64.5842 - val_loss: 13964.4085 - val_mean_absolute_error: 83.5470 Epoch 843/5000 148/148 [==============================] - 0s 68us/step - loss: 8817.3858 - mean_absolute_error: 64.5536 - val_loss: 13950.2575 - val_mean_absolute_error: 83.4854 Epoch 844/5000 148/148 [==============================] - 0s 74us/step - loss: 8808.2536 - mean_absolute_error: 64.5260 - val_loss: 13932.9226 - val_mean_absolute_error: 83.4019 Epoch 845/5000 148/148 [==============================] - 0s 68us/step - loss: 8799.8858 - mean_absolute_error: 64.5075 - val_loss: 13922.9512 - val_mean_absolute_error: 83.3679 Epoch 846/5000 148/148 [==============================] - 0s 68us/step - loss: 8790.4910 - mean_absolute_error: 64.4844 - val_loss: 13909.1240 - val_mean_absolute_error: 83.3122 Epoch 847/5000 148/148 [==============================] - 0s 68us/step - loss: 8778.7169 - mean_absolute_error: 64.4509 - val_loss: 13895.8493 - val_mean_absolute_error: 83.2569 Epoch 848/5000 148/148 [==============================] - 0s 74us/step - loss: 8767.2366 - mean_absolute_error: 64.4193 - val_loss: 13880.9230 - val_mean_absolute_error: 83.1869 Epoch 849/5000 148/148 [==============================] - 0s 74us/step - loss: 8757.5972 - mean_absolute_error: 64.4016 - val_loss: 13865.6070 - val_mean_absolute_error: 83.1197 Epoch 850/5000 148/148 [==============================] - 0s 68us/step - loss: 8746.9461 - mean_absolute_error: 64.3888 - val_loss: 13863.2632 - val_mean_absolute_error: 83.1259 Epoch 851/5000 148/148 [==============================] - 0s 74us/step - loss: 8737.0417 - mean_absolute_error: 64.3756 - val_loss: 13858.9692 - val_mean_absolute_error: 83.1191 Epoch 852/5000 148/148 [==============================] - 0s 68us/step - loss: 8729.1579 - mean_absolute_error: 64.3686 - val_loss: 13856.1188 - val_mean_absolute_error: 83.1208 Epoch 853/5000 148/148 [==============================] - 0s 61us/step - loss: 8720.0159 - mean_absolute_error: 64.3566 - val_loss: 13848.4079 - val_mean_absolute_error: 83.0947 Epoch 854/5000 148/148 [==============================] - 0s 74us/step - loss: 8709.7554 - mean_absolute_error: 64.3435 - val_loss: 13831.7954 - val_mean_absolute_error: 83.0224 Epoch 855/5000 148/148 [==============================] - 0s 74us/step - loss: 8697.8966 - mean_absolute_error: 64.3200 - val_loss: 13811.8897 - val_mean_absolute_error: 82.9334 Epoch 856/5000 148/148 [==============================] - 0s 68us/step - loss: 8685.9049 - mean_absolute_error: 64.2931 - val_loss: 13796.1990 - val_mean_absolute_error: 82.8729 Epoch 857/5000 148/148 [==============================] - 0s 68us/step - loss: 8674.7371 - mean_absolute_error: 64.2650 - val_loss: 13785.0056 - val_mean_absolute_error: 82.8331 Epoch 858/5000 148/148 [==============================] - 0s 68us/step - loss: 8665.2540 - mean_absolute_error: 64.2381 - val_loss: 13773.4743 - val_mean_absolute_error: 82.7880 Epoch 859/5000 148/148 [==============================] - 0s 74us/step - loss: 8654.7886 - mean_absolute_error: 64.2255 - val_loss: 13759.3914 - val_mean_absolute_error: 82.7443 Epoch 860/5000 148/148 [==============================] - 0s 68us/step - loss: 8645.0089 - mean_absolute_error: 64.2381 - val_loss: 13745.8952 - val_mean_absolute_error: 82.6980 Epoch 861/5000 148/148 [==============================] - 0s 74us/step - loss: 8635.9224 - mean_absolute_error: 64.2336 - val_loss: 13737.9357 - val_mean_absolute_error: 82.6884 Epoch 862/5000 148/148 [==============================] - 0s 68us/step - loss: 8625.6821 - mean_absolute_error: 64.2190 - val_loss: 13723.7327 - val_mean_absolute_error: 82.6579 Epoch 863/5000 148/148 [==============================] - 0s 68us/step - loss: 8615.5784 - mean_absolute_error: 64.2035 - val_loss: 13707.4043 - val_mean_absolute_error: 82.6122 Epoch 864/5000 148/148 [==============================] - 0s 68us/step - loss: 8602.1590 - mean_absolute_error: 64.1862 - val_loss: 13692.4180 - val_mean_absolute_error: 82.5620 Epoch 865/5000 148/148 [==============================] - 0s 68us/step - loss: 8593.5870 - mean_absolute_error: 64.1719 - val_loss: 13678.4155 - val_mean_absolute_error: 82.5159 Epoch 866/5000 148/148 [==============================] - 0s 74us/step - loss: 8584.7255 - mean_absolute_error: 64.1618 - val_loss: 13667.1353 - val_mean_absolute_error: 82.4931 Epoch 867/5000 148/148 [==============================] - 0s 74us/step - loss: 8574.0610 - mean_absolute_error: 64.1433 - val_loss: 13655.3134 - val_mean_absolute_error: 82.4502 Epoch 868/5000 148/148 [==============================] - 0s 68us/step - loss: 8562.3698 - mean_absolute_error: 64.1201 - val_loss: 13643.4474 - val_mean_absolute_error: 82.4004 Epoch 869/5000 148/148 [==============================] - 0s 68us/step - loss: 8553.1083 - mean_absolute_error: 64.0996 - val_loss: 13633.6449 - val_mean_absolute_error: 82.3643 Epoch 870/5000 148/148 [==============================] - 0s 74us/step - loss: 8545.8692 - mean_absolute_error: 64.1026 - val_loss: 13620.7511 - val_mean_absolute_error: 82.3266 Epoch 871/5000 148/148 [==============================] - 0s 74us/step - loss: 8536.6605 - mean_absolute_error: 64.1012 - val_loss: 13606.1510 - val_mean_absolute_error: 82.2700 Epoch 872/5000 148/148 [==============================] - 0s 61us/step - loss: 8526.3628 - mean_absolute_error: 64.0790 - val_loss: 13588.1057 - val_mean_absolute_error: 82.1888 Epoch 873/5000 148/148 [==============================] - 0s 61us/step - loss: 8515.0837 - mean_absolute_error: 64.0413 - val_loss: 13570.8608 - val_mean_absolute_error: 82.1083 Epoch 874/5000 148/148 [==============================] - 0s 88us/step - loss: 8506.6848 - mean_absolute_error: 64.0090 - val_loss: 13554.4022 - val_mean_absolute_error: 82.0342 Epoch 875/5000 148/148 [==============================] - 0s 68us/step - loss: 8497.3851 - mean_absolute_error: 63.9802 - val_loss: 13541.9330 - val_mean_absolute_error: 81.9817 Epoch 876/5000 148/148 [==============================] - 0s 61us/step - loss: 8487.5241 - mean_absolute_error: 63.9466 - val_loss: 13524.6503 - val_mean_absolute_error: 81.8888 Epoch 877/5000 148/148 [==============================] - 0s 74us/step - loss: 8478.2948 - mean_absolute_error: 63.9009 - val_loss: 13509.1030 - val_mean_absolute_error: 81.8099 Epoch 878/5000 148/148 [==============================] - 0s 68us/step - loss: 8468.1350 - mean_absolute_error: 63.8653 - val_loss: 13492.1273 - val_mean_absolute_error: 81.7170 Epoch 879/5000 148/148 [==============================] - 0s 68us/step - loss: 8458.3985 - mean_absolute_error: 63.8223 - val_loss: 13474.3154 - val_mean_absolute_error: 81.6277 Epoch 880/5000 148/148 [==============================] - 0s 68us/step - loss: 8446.7108 - mean_absolute_error: 63.7775 - val_loss: 13463.6689 - val_mean_absolute_error: 81.5888 Epoch 881/5000 148/148 [==============================] - 0s 68us/step - loss: 8436.9981 - mean_absolute_error: 63.7575 - val_loss: 13445.2109 - val_mean_absolute_error: 81.5104 Epoch 882/5000 148/148 [==============================] - 0s 61us/step - loss: 8424.2210 - mean_absolute_error: 63.7280 - val_loss: 13426.5722 - val_mean_absolute_error: 81.4264 Epoch 883/5000 148/148 [==============================] - 0s 101us/step - loss: 8414.8440 - mean_absolute_error: 63.7100 - val_loss: 13403.5508 - val_mean_absolute_error: 81.3067 Epoch 884/5000 148/148 [==============================] - 0s 88us/step - loss: 8402.8661 - mean_absolute_error: 63.6753 - val_loss: 13382.7343 - val_mean_absolute_error: 81.1997 Epoch 885/5000 148/148 [==============================] - 0s 88us/step - loss: 8393.8669 - mean_absolute_error: 63.6509 - val_loss: 13361.2435 - val_mean_absolute_error: 81.0906 Epoch 886/5000 148/148 [==============================] - 0s 74us/step - loss: 8382.3057 - mean_absolute_error: 63.6148 - val_loss: 13345.5857 - val_mean_absolute_error: 81.0138 Epoch 887/5000 148/148 [==============================] - 0s 68us/step - loss: 8372.3716 - mean_absolute_error: 63.5719 - val_loss: 13338.3603 - val_mean_absolute_error: 80.9845 Epoch 888/5000 148/148 [==============================] - 0s 74us/step - loss: 8364.2144 - mean_absolute_error: 63.5191 - val_loss: 13326.1679 - val_mean_absolute_error: 80.9236 Epoch 889/5000 148/148 [==============================] - 0s 68us/step - loss: 8354.3553 - mean_absolute_error: 63.4851 - val_loss: 13308.1704 - val_mean_absolute_error: 80.8477 Epoch 890/5000 148/148 [==============================] - 0s 68us/step - loss: 8344.9784 - mean_absolute_error: 63.4651 - val_loss: 13289.7875 - val_mean_absolute_error: 80.7643 Epoch 891/5000 148/148 [==============================] - 0s 61us/step - loss: 8334.1417 - mean_absolute_error: 63.4284 - val_loss: 13272.6031 - val_mean_absolute_error: 80.6843 Epoch 892/5000 148/148 [==============================] - 0s 68us/step - loss: 8324.7832 - mean_absolute_error: 63.4212 - val_loss: 13243.8915 - val_mean_absolute_error: 80.5530 Epoch 893/5000 148/148 [==============================] - 0s 68us/step - loss: 8313.6214 - mean_absolute_error: 63.4077 - val_loss: 13222.5693 - val_mean_absolute_error: 80.4533 Epoch 894/5000 148/148 [==============================] - 0s 74us/step - loss: 8302.5181 - mean_absolute_error: 63.3823 - val_loss: 13206.4968 - val_mean_absolute_error: 80.3824 Epoch 895/5000 148/148 [==============================] - 0s 68us/step - loss: 8292.4303 - mean_absolute_error: 63.3625 - val_loss: 13191.8126 - val_mean_absolute_error: 80.3203 Epoch 896/5000 148/148 [==============================] - 0s 68us/step - loss: 8282.8227 - mean_absolute_error: 63.3475 - val_loss: 13176.3560 - val_mean_absolute_error: 80.2521 Epoch 897/5000 148/148 [==============================] - 0s 74us/step - loss: 8272.4935 - mean_absolute_error: 63.3336 - val_loss: 13154.8014 - val_mean_absolute_error: 80.1635 Epoch 898/5000 148/148 [==============================] - 0s 68us/step - loss: 8257.6532 - mean_absolute_error: 63.3216 - val_loss: 13132.3466 - val_mean_absolute_error: 80.0711 Epoch 899/5000 148/148 [==============================] - 0s 68us/step - loss: 8246.7738 - mean_absolute_error: 63.3199 - val_loss: 13114.7447 - val_mean_absolute_error: 80.0024 Epoch 900/5000 148/148 [==============================] - 0s 61us/step - loss: 8235.1848 - mean_absolute_error: 63.2937 - val_loss: 13097.4339 - val_mean_absolute_error: 79.9246 Epoch 901/5000 148/148 [==============================] - 0s 68us/step - loss: 8224.2440 - mean_absolute_error: 63.2679 - val_loss: 13076.5401 - val_mean_absolute_error: 79.8197 Epoch 902/5000 148/148 [==============================] - 0s 68us/step - loss: 8215.6312 - mean_absolute_error: 63.2421 - val_loss: 13055.9259 - val_mean_absolute_error: 79.7213 Epoch 903/5000 148/148 [==============================] - 0s 68us/step - loss: 8204.8081 - mean_absolute_error: 63.2132 - val_loss: 13041.1525 - val_mean_absolute_error: 79.6572 Epoch 904/5000 148/148 [==============================] - 0s 61us/step - loss: 8195.5263 - mean_absolute_error: 63.1958 - val_loss: 13022.3743 - val_mean_absolute_error: 79.5804 Epoch 905/5000 148/148 [==============================] - 0s 74us/step - loss: 8185.3238 - mean_absolute_error: 63.1865 - val_loss: 13009.5505 - val_mean_absolute_error: 79.5335 Epoch 906/5000 148/148 [==============================] - 0s 68us/step - loss: 8176.0168 - mean_absolute_error: 63.1797 - val_loss: 12996.9267 - val_mean_absolute_error: 79.4892 Epoch 907/5000 148/148 [==============================] - 0s 68us/step - loss: 8166.9423 - mean_absolute_error: 63.1703 - val_loss: 12987.7774 - val_mean_absolute_error: 79.4742 Epoch 908/5000 148/148 [==============================] - 0s 74us/step - loss: 8156.7805 - mean_absolute_error: 63.1454 - val_loss: 12979.3888 - val_mean_absolute_error: 79.4540 Epoch 909/5000 148/148 [==============================] - 0s 61us/step - loss: 8146.6934 - mean_absolute_error: 63.1112 - val_loss: 12969.0220 - val_mean_absolute_error: 79.4213 Epoch 910/5000 148/148 [==============================] - 0s 68us/step - loss: 8134.9605 - mean_absolute_error: 63.0859 - val_loss: 12951.9832 - val_mean_absolute_error: 79.3568 Epoch 911/5000 148/148 [==============================] - 0s 68us/step - loss: 8122.6837 - mean_absolute_error: 63.0663 - val_loss: 12937.6080 - val_mean_absolute_error: 79.3270 Epoch 912/5000 148/148 [==============================] - 0s 68us/step - loss: 8107.8048 - mean_absolute_error: 63.0463 - val_loss: 12920.7383 - val_mean_absolute_error: 79.2774 Epoch 913/5000 148/148 [==============================] - 0s 68us/step - loss: 8095.4612 - mean_absolute_error: 63.0412 - val_loss: 12903.8131 - val_mean_absolute_error: 79.2248 Epoch 914/5000 148/148 [==============================] - 0s 81us/step - loss: 8083.7180 - mean_absolute_error: 63.0309 - val_loss: 12890.8579 - val_mean_absolute_error: 79.1842 Epoch 915/5000 148/148 [==============================] - 0s 74us/step - loss: 8072.3897 - mean_absolute_error: 63.0098 - val_loss: 12880.5126 - val_mean_absolute_error: 79.1586 Epoch 916/5000 148/148 [==============================] - 0s 61us/step - loss: 8063.0335 - mean_absolute_error: 62.9883 - val_loss: 12869.8317 - val_mean_absolute_error: 79.1290 Epoch 917/5000 148/148 [==============================] - 0s 81us/step - loss: 8052.4374 - mean_absolute_error: 62.9649 - val_loss: 12851.7868 - val_mean_absolute_error: 79.0480 Epoch 918/5000 148/148 [==============================] - 0s 68us/step - loss: 8038.2184 - mean_absolute_error: 62.9295 - val_loss: 12833.4876 - val_mean_absolute_error: 78.9621 Epoch 919/5000 148/148 [==============================] - 0s 74us/step - loss: 8028.1290 - mean_absolute_error: 62.9028 - val_loss: 12811.5605 - val_mean_absolute_error: 78.8518 Epoch 920/5000 148/148 [==============================] - 0s 74us/step - loss: 8016.7444 - mean_absolute_error: 62.8613 - val_loss: 12788.0848 - val_mean_absolute_error: 78.7512 Epoch 921/5000 148/148 [==============================] - 0s 61us/step - loss: 8006.7676 - mean_absolute_error: 62.8471 - val_loss: 12764.5786 - val_mean_absolute_error: 78.6546 Epoch 922/5000 148/148 [==============================] - 0s 74us/step - loss: 7996.9093 - mean_absolute_error: 62.8246 - val_loss: 12739.1990 - val_mean_absolute_error: 78.5321 Epoch 923/5000 148/148 [==============================] - 0s 74us/step - loss: 7987.3465 - mean_absolute_error: 62.7935 - val_loss: 12719.6317 - val_mean_absolute_error: 78.4278 Epoch 924/5000 148/148 [==============================] - 0s 68us/step - loss: 7975.4156 - mean_absolute_error: 62.7287 - val_loss: 12708.7863 - val_mean_absolute_error: 78.3752 Epoch 925/5000 148/148 [==============================] - 0s 68us/step - loss: 7967.2527 - mean_absolute_error: 62.6857 - val_loss: 12700.5786 - val_mean_absolute_error: 78.3437 Epoch 926/5000 148/148 [==============================] - 0s 74us/step - loss: 7957.9128 - mean_absolute_error: 62.6431 - val_loss: 12690.9492 - val_mean_absolute_error: 78.2931 Epoch 927/5000 148/148 [==============================] - 0s 61us/step - loss: 7949.8299 - mean_absolute_error: 62.5995 - val_loss: 12670.7796 - val_mean_absolute_error: 78.1787 Epoch 928/5000 148/148 [==============================] - 0s 68us/step - loss: 7933.2060 - mean_absolute_error: 62.5443 - val_loss: 12643.9392 - val_mean_absolute_error: 78.0383 Epoch 929/5000 148/148 [==============================] - 0s 74us/step - loss: 7918.0451 - mean_absolute_error: 62.5064 - val_loss: 12618.5841 - val_mean_absolute_error: 77.9284 Epoch 930/5000 148/148 [==============================] - 0s 68us/step - loss: 7904.1809 - mean_absolute_error: 62.4706 - val_loss: 12598.2732 - val_mean_absolute_error: 77.8463 Epoch 931/5000 148/148 [==============================] - 0s 74us/step - loss: 7888.4874 - mean_absolute_error: 62.4385 - val_loss: 12573.5865 - val_mean_absolute_error: 77.7399 Epoch 932/5000 148/148 [==============================] - 0s 74us/step - loss: 7874.2322 - mean_absolute_error: 62.4192 - val_loss: 12548.4907 - val_mean_absolute_error: 77.6273 Epoch 933/5000 148/148 [==============================] - 0s 74us/step - loss: 7862.5291 - mean_absolute_error: 62.3974 - val_loss: 12522.7866 - val_mean_absolute_error: 77.4959 Epoch 934/5000 148/148 [==============================] - 0s 88us/step - loss: 7847.5358 - mean_absolute_error: 62.3449 - val_loss: 12500.5338 - val_mean_absolute_error: 77.3943 Epoch 935/5000 148/148 [==============================] - 0s 68us/step - loss: 7834.7139 - mean_absolute_error: 62.3029 - val_loss: 12478.5716 - val_mean_absolute_error: 77.2824 Epoch 936/5000 148/148 [==============================] - 0s 68us/step - loss: 7823.0799 - mean_absolute_error: 62.2569 - val_loss: 12462.4563 - val_mean_absolute_error: 77.2045 Epoch 937/5000 148/148 [==============================] - 0s 81us/step - loss: 7813.7856 - mean_absolute_error: 62.2131 - val_loss: 12446.1736 - val_mean_absolute_error: 77.1238 Epoch 938/5000 148/148 [==============================] - 0s 61us/step - loss: 7804.9576 - mean_absolute_error: 62.1942 - val_loss: 12431.1821 - val_mean_absolute_error: 77.0739 Epoch 939/5000 148/148 [==============================] - 0s 81us/step - loss: 7794.7285 - mean_absolute_error: 62.1877 - val_loss: 12418.5699 - val_mean_absolute_error: 77.0276 Epoch 940/5000 148/148 [==============================] - 0s 74us/step - loss: 7787.2536 - mean_absolute_error: 62.1863 - val_loss: 12406.1968 - val_mean_absolute_error: 76.9857 Epoch 941/5000 148/148 [==============================] - 0s 74us/step - loss: 7777.9008 - mean_absolute_error: 62.1752 - val_loss: 12394.5635 - val_mean_absolute_error: 76.9362 Epoch 942/5000 148/148 [==============================] - 0s 68us/step - loss: 7769.6463 - mean_absolute_error: 62.1695 - val_loss: 12384.0456 - val_mean_absolute_error: 76.8845 Epoch 943/5000 148/148 [==============================] - 0s 74us/step - loss: 7760.5416 - mean_absolute_error: 62.1462 - val_loss: 12367.3701 - val_mean_absolute_error: 76.7952 Epoch 944/5000 148/148 [==============================] - 0s 68us/step - loss: 7750.1764 - mean_absolute_error: 62.1137 - val_loss: 12350.5363 - val_mean_absolute_error: 76.7083 Epoch 945/5000 148/148 [==============================] - 0s 68us/step - loss: 7741.8597 - mean_absolute_error: 62.0889 - val_loss: 12323.0722 - val_mean_absolute_error: 76.5566 Epoch 946/5000 148/148 [==============================] - 0s 68us/step - loss: 7727.2483 - mean_absolute_error: 62.0472 - val_loss: 12304.9780 - val_mean_absolute_error: 76.4707 Epoch 947/5000 148/148 [==============================] - 0s 68us/step - loss: 7715.2922 - mean_absolute_error: 62.0073 - val_loss: 12293.8784 - val_mean_absolute_error: 76.4222 Epoch 948/5000 148/148 [==============================] - 0s 68us/step - loss: 7705.7839 - mean_absolute_error: 61.9759 - val_loss: 12283.4076 - val_mean_absolute_error: 76.3764 Epoch 949/5000 148/148 [==============================] - 0s 68us/step - loss: 7697.9038 - mean_absolute_error: 61.9465 - val_loss: 12271.6517 - val_mean_absolute_error: 76.3236 Epoch 950/5000 148/148 [==============================] - 0s 68us/step - loss: 7684.0216 - mean_absolute_error: 61.9154 - val_loss: 12245.9939 - val_mean_absolute_error: 76.2090 Epoch 951/5000 148/148 [==============================] - 0s 68us/step - loss: 7672.1413 - mean_absolute_error: 61.9120 - val_loss: 12221.4215 - val_mean_absolute_error: 76.1009 Epoch 952/5000 148/148 [==============================] - 0s 68us/step - loss: 7657.3022 - mean_absolute_error: 61.8781 - val_loss: 12205.0216 - val_mean_absolute_error: 76.0251 Epoch 953/5000 148/148 [==============================] - 0s 68us/step - loss: 7645.3518 - mean_absolute_error: 61.8528 - val_loss: 12188.9860 - val_mean_absolute_error: 75.9580 Epoch 954/5000 148/148 [==============================] - 0s 61us/step - loss: 7633.5581 - mean_absolute_error: 61.8331 - val_loss: 12179.1640 - val_mean_absolute_error: 75.9273 Epoch 955/5000 148/148 [==============================] - 0s 74us/step - loss: 7623.6861 - mean_absolute_error: 61.8110 - val_loss: 12168.1354 - val_mean_absolute_error: 75.8823 Epoch 956/5000 148/148 [==============================] - 0s 74us/step - loss: 7614.3719 - mean_absolute_error: 61.7706 - val_loss: 12158.4519 - val_mean_absolute_error: 75.8372 Epoch 957/5000 148/148 [==============================] - 0s 61us/step - loss: 7606.1233 - mean_absolute_error: 61.7524 - val_loss: 12144.3510 - val_mean_absolute_error: 75.7851 Epoch 958/5000 148/148 [==============================] - 0s 81us/step - loss: 7597.6148 - mean_absolute_error: 61.7421 - val_loss: 12135.7617 - val_mean_absolute_error: 75.7492 Epoch 959/5000 148/148 [==============================] - 0s 68us/step - loss: 7589.6628 - mean_absolute_error: 61.7136 - val_loss: 12126.9527 - val_mean_absolute_error: 75.7025 Epoch 960/5000 148/148 [==============================] - 0s 61us/step - loss: 7583.3657 - mean_absolute_error: 61.6802 - val_loss: 12117.4077 - val_mean_absolute_error: 75.6441 Epoch 961/5000 148/148 [==============================] - 0s 81us/step - loss: 7575.8122 - mean_absolute_error: 61.6426 - val_loss: 12109.4100 - val_mean_absolute_error: 75.5989 Epoch 962/5000 148/148 [==============================] - 0s 74us/step - loss: 7568.4800 - mean_absolute_error: 61.6104 - val_loss: 12100.6713 - val_mean_absolute_error: 75.5669 Epoch 963/5000 148/148 [==============================] - 0s 74us/step - loss: 7559.9361 - mean_absolute_error: 61.5788 - val_loss: 12093.2382 - val_mean_absolute_error: 75.5291 Epoch 964/5000 148/148 [==============================] - 0s 68us/step - loss: 7551.6950 - mean_absolute_error: 61.5427 - val_loss: 12083.1256 - val_mean_absolute_error: 75.4775 Epoch 965/5000 148/148 [==============================] - 0s 74us/step - loss: 7542.0683 - mean_absolute_error: 61.4994 - val_loss: 12069.7777 - val_mean_absolute_error: 75.4001 Epoch 966/5000 148/148 [==============================] - 0s 74us/step - loss: 7534.0886 - mean_absolute_error: 61.4683 - val_loss: 12062.1675 - val_mean_absolute_error: 75.3639 Epoch 967/5000 148/148 [==============================] - 0s 68us/step - loss: 7525.7305 - mean_absolute_error: 61.4277 - val_loss: 12057.9164 - val_mean_absolute_error: 75.3466 Epoch 968/5000 148/148 [==============================] - 0s 74us/step - loss: 7519.1735 - mean_absolute_error: 61.3970 - val_loss: 12052.9864 - val_mean_absolute_error: 75.3238 Epoch 969/5000 148/148 [==============================] - 0s 68us/step - loss: 7511.2662 - mean_absolute_error: 61.3598 - val_loss: 12041.0028 - val_mean_absolute_error: 75.2680 Epoch 970/5000 148/148 [==============================] - 0s 68us/step - loss: 7503.2858 - mean_absolute_error: 61.3526 - val_loss: 12024.5653 - val_mean_absolute_error: 75.1969 Epoch 971/5000 148/148 [==============================] - 0s 68us/step - loss: 7495.7039 - mean_absolute_error: 61.3760 - val_loss: 12006.5241 - val_mean_absolute_error: 75.1163 Epoch 972/5000 148/148 [==============================] - 0s 68us/step - loss: 7488.3259 - mean_absolute_error: 61.3964 - val_loss: 11993.8141 - val_mean_absolute_error: 75.0505 Epoch 973/5000 148/148 [==============================] - 0s 68us/step - loss: 7481.7167 - mean_absolute_error: 61.4000 - val_loss: 11980.2212 - val_mean_absolute_error: 74.9808 Epoch 974/5000 148/148 [==============================] - 0s 68us/step - loss: 7475.1280 - mean_absolute_error: 61.3999 - val_loss: 11967.8014 - val_mean_absolute_error: 74.9178 Epoch 975/5000 148/148 [==============================] - 0s 74us/step - loss: 7468.6080 - mean_absolute_error: 61.4006 - val_loss: 11958.5132 - val_mean_absolute_error: 74.8667 Epoch 976/5000 148/148 [==============================] - 0s 68us/step - loss: 7459.1124 - mean_absolute_error: 61.3749 - val_loss: 11950.5547 - val_mean_absolute_error: 74.8364 Epoch 977/5000 148/148 [==============================] - 0s 74us/step - loss: 7449.4559 - mean_absolute_error: 61.3485 - val_loss: 11936.7300 - val_mean_absolute_error: 74.7788 Epoch 978/5000 148/148 [==============================] - 0s 61us/step - loss: 7438.5476 - mean_absolute_error: 61.3150 - val_loss: 11926.7003 - val_mean_absolute_error: 74.7203 Epoch 979/5000 148/148 [==============================] - 0s 68us/step - loss: 7427.7998 - mean_absolute_error: 61.2707 - val_loss: 11917.4318 - val_mean_absolute_error: 74.6699 Epoch 980/5000 148/148 [==============================] - 0s 74us/step - loss: 7420.0991 - mean_absolute_error: 61.2383 - val_loss: 11906.4634 - val_mean_absolute_error: 74.6076 Epoch 981/5000 148/148 [==============================] - 0s 68us/step - loss: 7412.1826 - mean_absolute_error: 61.1893 - val_loss: 11898.1774 - val_mean_absolute_error: 74.5521 Epoch 982/5000 148/148 [==============================] - 0s 68us/step - loss: 7403.4411 - mean_absolute_error: 61.1368 - val_loss: 11890.9786 - val_mean_absolute_error: 74.5034 Epoch 983/5000 148/148 [==============================] - 0s 68us/step - loss: 7395.0714 - mean_absolute_error: 61.1055 - val_loss: 11881.9357 - val_mean_absolute_error: 74.4631 Epoch 984/5000 148/148 [==============================] - 0s 68us/step - loss: 7387.7764 - mean_absolute_error: 61.0926 - val_loss: 11871.2870 - val_mean_absolute_error: 74.4118 Epoch 985/5000 148/148 [==============================] - 0s 68us/step - loss: 7379.7050 - mean_absolute_error: 61.0711 - val_loss: 11858.3829 - val_mean_absolute_error: 74.3435 Epoch 986/5000 148/148 [==============================] - 0s 68us/step - loss: 7372.0269 - mean_absolute_error: 61.0475 - val_loss: 11846.8830 - val_mean_absolute_error: 74.2815 Epoch 987/5000 148/148 [==============================] - 0s 74us/step - loss: 7366.3528 - mean_absolute_error: 61.0313 - val_loss: 11834.9735 - val_mean_absolute_error: 74.2266 Epoch 988/5000 148/148 [==============================] - 0s 68us/step - loss: 7357.9113 - mean_absolute_error: 61.0049 - val_loss: 11826.1708 - val_mean_absolute_error: 74.1866 Epoch 989/5000 148/148 [==============================] - 0s 74us/step - loss: 7350.3407 - mean_absolute_error: 60.9720 - val_loss: 11822.4243 - val_mean_absolute_error: 74.1746 Epoch 990/5000 148/148 [==============================] - 0s 68us/step - loss: 7344.4359 - mean_absolute_error: 60.9555 - val_loss: 11821.2670 - val_mean_absolute_error: 74.1774 Epoch 991/5000 148/148 [==============================] - 0s 61us/step - loss: 7338.1435 - mean_absolute_error: 60.9286 - val_loss: 11813.4315 - val_mean_absolute_error: 74.1320 Epoch 992/5000 148/148 [==============================] - 0s 74us/step - loss: 7331.7308 - mean_absolute_error: 60.9097 - val_loss: 11807.4605 - val_mean_absolute_error: 74.1001 Epoch 993/5000 148/148 [==============================] - 0s 74us/step - loss: 7324.3636 - mean_absolute_error: 60.8854 - val_loss: 11801.8036 - val_mean_absolute_error: 74.0695 Epoch 994/5000 148/148 [==============================] - 0s 81us/step - loss: 7317.5768 - mean_absolute_error: 60.8542 - val_loss: 11796.3753 - val_mean_absolute_error: 74.0406 Epoch 995/5000 148/148 [==============================] - 0s 74us/step - loss: 7310.5630 - mean_absolute_error: 60.8149 - val_loss: 11789.7760 - val_mean_absolute_error: 74.0040 Epoch 996/5000 148/148 [==============================] - 0s 68us/step - loss: 7302.8358 - mean_absolute_error: 60.7717 - val_loss: 11779.6203 - val_mean_absolute_error: 73.9556 Epoch 997/5000 148/148 [==============================] - 0s 74us/step - loss: 7291.2529 - mean_absolute_error: 60.7239 - val_loss: 11771.3618 - val_mean_absolute_error: 73.9202 Epoch 998/5000 148/148 [==============================] - 0s 61us/step - loss: 7282.7165 - mean_absolute_error: 60.6772 - val_loss: 11764.8141 - val_mean_absolute_error: 73.8936 Epoch 999/5000 148/148 [==============================] - 0s 68us/step - loss: 7275.7556 - mean_absolute_error: 60.6302 - val_loss: 11758.2413 - val_mean_absolute_error: 73.8496 Epoch 1000/5000 148/148 [==============================] - 0s 68us/step - loss: 7267.5108 - mean_absolute_error: 60.5731 - val_loss: 11750.9718 - val_mean_absolute_error: 73.8105 Epoch 1001/5000 148/148 [==============================] - 0s 68us/step - loss: 7260.4562 - mean_absolute_error: 60.5281 - val_loss: 11744.4950 - val_mean_absolute_error: 73.7813 Epoch 1002/5000 148/148 [==============================] - 0s 68us/step - loss: 7252.5326 - mean_absolute_error: 60.4775 - val_loss: 11739.7015 - val_mean_absolute_error: 73.7552 Epoch 1003/5000 148/148 [==============================] - 0s 61us/step - loss: 7243.3965 - mean_absolute_error: 60.4353 - val_loss: 11732.0458 - val_mean_absolute_error: 73.7225 Epoch 1004/5000 148/148 [==============================] - 0s 74us/step - loss: 7235.3370 - mean_absolute_error: 60.3990 - val_loss: 11722.7404 - val_mean_absolute_error: 73.6757 Epoch 1005/5000 148/148 [==============================] - 0s 74us/step - loss: 7226.6438 - mean_absolute_error: 60.3605 - val_loss: 11712.5639 - val_mean_absolute_error: 73.6309 Epoch 1006/5000 148/148 [==============================] - 0s 68us/step - loss: 7219.3582 - mean_absolute_error: 60.3407 - val_loss: 11703.3040 - val_mean_absolute_error: 73.5946 Epoch 1007/5000 148/148 [==============================] - 0s 68us/step - loss: 7212.6413 - mean_absolute_error: 60.3262 - val_loss: 11697.4061 - val_mean_absolute_error: 73.5758 Epoch 1008/5000 148/148 [==============================] - 0s 68us/step - loss: 7206.2077 - mean_absolute_error: 60.2984 - val_loss: 11693.7396 - val_mean_absolute_error: 73.5556 Epoch 1009/5000 148/148 [==============================] - 0s 74us/step - loss: 7198.0085 - mean_absolute_error: 60.2590 - val_loss: 11685.1711 - val_mean_absolute_error: 73.5012 Epoch 1010/5000 148/148 [==============================] - 0s 61us/step - loss: 7188.8065 - mean_absolute_error: 60.2297 - val_loss: 11665.8356 - val_mean_absolute_error: 73.3758 Epoch 1011/5000 148/148 [==============================] - 0s 74us/step - loss: 7177.7400 - mean_absolute_error: 60.2004 - val_loss: 11649.5855 - val_mean_absolute_error: 73.2708 Epoch 1012/5000 148/148 [==============================] - 0s 81us/step - loss: 7168.6934 - mean_absolute_error: 60.1716 - val_loss: 11638.8401 - val_mean_absolute_error: 73.2055 Epoch 1013/5000 148/148 [==============================] - 0s 74us/step - loss: 7159.9637 - mean_absolute_error: 60.1286 - val_loss: 11629.2921 - val_mean_absolute_error: 73.1441 Epoch 1014/5000 148/148 [==============================] - 0s 68us/step - loss: 7154.3513 - mean_absolute_error: 60.0994 - val_loss: 11618.2520 - val_mean_absolute_error: 73.0775 Epoch 1015/5000 148/148 [==============================] - 0s 74us/step - loss: 7145.6733 - mean_absolute_error: 60.0807 - val_loss: 11605.2449 - val_mean_absolute_error: 73.0171 Epoch 1016/5000 148/148 [==============================] - 0s 68us/step - loss: 7139.2652 - mean_absolute_error: 60.0764 - val_loss: 11593.8018 - val_mean_absolute_error: 72.9521 Epoch 1017/5000 148/148 [==============================] - 0s 61us/step - loss: 7133.0867 - mean_absolute_error: 60.0561 - val_loss: 11587.9073 - val_mean_absolute_error: 72.9129 Epoch 1018/5000 148/148 [==============================] - 0s 61us/step - loss: 7128.8312 - mean_absolute_error: 60.0195 - val_loss: 11584.1186 - val_mean_absolute_error: 72.8832 Epoch 1019/5000 148/148 [==============================] - 0s 68us/step - loss: 7122.3474 - mean_absolute_error: 59.9770 - val_loss: 11580.6817 - val_mean_absolute_error: 72.8763 Epoch 1020/5000 148/148 [==============================] - 0s 61us/step - loss: 7116.1111 - mean_absolute_error: 59.9456 - val_loss: 11575.9742 - val_mean_absolute_error: 72.8670 Epoch 1021/5000 148/148 [==============================] - 0s 68us/step - loss: 7111.6157 - mean_absolute_error: 59.9076 - val_loss: 11574.6722 - val_mean_absolute_error: 72.8718 Epoch 1022/5000 148/148 [==============================] - 0s 68us/step - loss: 7103.6789 - mean_absolute_error: 59.8430 - val_loss: 11570.3571 - val_mean_absolute_error: 72.8487 Epoch 1023/5000 148/148 [==============================] - 0s 61us/step - loss: 7098.2810 - mean_absolute_error: 59.8039 - val_loss: 11566.4304 - val_mean_absolute_error: 72.8180 Epoch 1024/5000 148/148 [==============================] - 0s 68us/step - loss: 7091.2231 - mean_absolute_error: 59.7555 - val_loss: 11561.4629 - val_mean_absolute_error: 72.7972 Epoch 1025/5000 148/148 [==============================] - 0s 68us/step - loss: 7083.2231 - mean_absolute_error: 59.7182 - val_loss: 11556.7006 - val_mean_absolute_error: 72.7740 Epoch 1026/5000 148/148 [==============================] - 0s 61us/step - loss: 7078.7627 - mean_absolute_error: 59.6852 - val_loss: 11548.6601 - val_mean_absolute_error: 72.7164 Epoch 1027/5000 148/148 [==============================] - 0s 74us/step - loss: 7070.1889 - mean_absolute_error: 59.6520 - val_loss: 11538.0413 - val_mean_absolute_error: 72.6703 Epoch 1028/5000 148/148 [==============================] - 0s 61us/step - loss: 7063.3654 - mean_absolute_error: 59.6375 - val_loss: 11529.7240 - val_mean_absolute_error: 72.6468 Epoch 1029/5000 148/148 [==============================] - 0s 68us/step - loss: 7056.4050 - mean_absolute_error: 59.6187 - val_loss: 11516.2176 - val_mean_absolute_error: 72.5988 Epoch 1030/5000 148/148 [==============================] - 0s 74us/step - loss: 7047.3275 - mean_absolute_error: 59.6105 - val_loss: 11499.2668 - val_mean_absolute_error: 72.5161 Epoch 1031/5000 148/148 [==============================] - 0s 74us/step - loss: 7038.5232 - mean_absolute_error: 59.5985 - val_loss: 11484.7323 - val_mean_absolute_error: 72.4432 Epoch 1032/5000 148/148 [==============================] - 0s 68us/step - loss: 7030.7486 - mean_absolute_error: 59.5839 - val_loss: 11468.2789 - val_mean_absolute_error: 72.3423 Epoch 1033/5000 148/148 [==============================] - 0s 68us/step - loss: 7020.8865 - mean_absolute_error: 59.5483 - val_loss: 11458.6941 - val_mean_absolute_error: 72.2776 Epoch 1034/5000 148/148 [==============================] - 0s 74us/step - loss: 7013.0637 - mean_absolute_error: 59.5155 - val_loss: 11449.3951 - val_mean_absolute_error: 72.2186 Epoch 1035/5000 148/148 [==============================] - 0s 74us/step - loss: 7005.2692 - mean_absolute_error: 59.4809 - val_loss: 11441.6526 - val_mean_absolute_error: 72.1760 Epoch 1036/5000 148/148 [==============================] - 0s 68us/step - loss: 6998.1526 - mean_absolute_error: 59.4434 - val_loss: 11435.5299 - val_mean_absolute_error: 72.1536 Epoch 1037/5000 148/148 [==============================] - 0s 68us/step - loss: 6991.0964 - mean_absolute_error: 59.4016 - val_loss: 11430.4766 - val_mean_absolute_error: 72.1306 Epoch 1038/5000 148/148 [==============================] - 0s 61us/step - loss: 6984.2509 - mean_absolute_error: 59.3563 - val_loss: 11428.6387 - val_mean_absolute_error: 72.1186 Epoch 1039/5000 148/148 [==============================] - 0s 68us/step - loss: 6978.9413 - mean_absolute_error: 59.3040 - val_loss: 11428.7358 - val_mean_absolute_error: 72.1137 Epoch 1040/5000 148/148 [==============================] - 0s 68us/step - loss: 6975.0248 - mean_absolute_error: 59.2533 - val_loss: 11426.3198 - val_mean_absolute_error: 72.1021 Epoch 1041/5000 148/148 [==============================] - 0s 68us/step - loss: 6969.3133 - mean_absolute_error: 59.2187 - val_loss: 11421.8721 - val_mean_absolute_error: 72.0877 Epoch 1042/5000 148/148 [==============================] - 0s 68us/step - loss: 6963.7264 - mean_absolute_error: 59.1810 - val_loss: 11421.9391 - val_mean_absolute_error: 72.0786 Epoch 1043/5000 148/148 [==============================] - 0s 74us/step - loss: 6958.4746 - mean_absolute_error: 59.1337 - val_loss: 11422.0675 - val_mean_absolute_error: 72.0633
<keras.callbacks.History at 0x2073d1bdac8>
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='sigmoid',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 2ms/step - loss: 96415.1905 - mean_absolute_error: 267.1361 - val_loss: 160951.4062 - val_mean_absolute_error: 379.6488 Epoch 2/5000 148/148 [==============================] - 0s 74us/step - loss: 96376.9863 - mean_absolute_error: 267.0791 - val_loss: 160893.9300 - val_mean_absolute_error: 379.5755 Epoch 3/5000 148/148 [==============================] - 0s 74us/step - loss: 96338.4291 - mean_absolute_error: 267.0220 - val_loss: 160836.8687 - val_mean_absolute_error: 379.5027 Epoch 4/5000 148/148 [==============================] - 0s 68us/step - loss: 96300.2901 - mean_absolute_error: 266.9651 - val_loss: 160780.3675 - val_mean_absolute_error: 379.4311 Epoch 5/5000 148/148 [==============================] - 0s 74us/step - loss: 96262.6911 - mean_absolute_error: 266.9083 - val_loss: 160724.4175 - val_mean_absolute_error: 379.3605 Epoch 6/5000 148/148 [==============================] - 0s 88us/step - loss: 96225.1727 - mean_absolute_error: 266.8508 - val_loss: 160667.7288 - val_mean_absolute_error: 379.2891 Epoch 7/5000 148/148 [==============================] - 0s 101us/step - loss: 96186.7791 - mean_absolute_error: 266.7934 - val_loss: 160610.9537 - val_mean_absolute_error: 379.2176 Epoch 8/5000 148/148 [==============================] - 0s 88us/step - loss: 96150.0000 - mean_absolute_error: 266.7365 - val_loss: 160554.2781 - val_mean_absolute_error: 379.1461 Epoch 9/5000 148/148 [==============================] - 0s 88us/step - loss: 96112.2739 - mean_absolute_error: 266.6795 - val_loss: 160498.0044 - val_mean_absolute_error: 379.0759 Epoch 10/5000 148/148 [==============================] - 0s 81us/step - loss: 96075.0741 - mean_absolute_error: 266.6232 - val_loss: 160442.1713 - val_mean_absolute_error: 379.0065 Epoch 11/5000 148/148 [==============================] - 0s 81us/step - loss: 96037.8601 - mean_absolute_error: 266.5667 - val_loss: 160386.5650 - val_mean_absolute_error: 378.9373 Epoch 12/5000 148/148 [==============================] - 0s 74us/step - loss: 96002.9037 - mean_absolute_error: 266.5122 - val_loss: 160330.9094 - val_mean_absolute_error: 378.8682 Epoch 13/5000 148/148 [==============================] - 0s 81us/step - loss: 95966.1890 - mean_absolute_error: 266.4564 - val_loss: 160274.1181 - val_mean_absolute_error: 378.7977 Epoch 14/5000 148/148 [==============================] - 0s 74us/step - loss: 95928.2380 - mean_absolute_error: 266.3991 - val_loss: 160218.0262 - val_mean_absolute_error: 378.7280 Epoch 15/5000 148/148 [==============================] - 0s 74us/step - loss: 95891.5414 - mean_absolute_error: 266.3432 - val_loss: 160160.9587 - val_mean_absolute_error: 378.6573 Epoch 16/5000 148/148 [==============================] - 0s 68us/step - loss: 95855.0982 - mean_absolute_error: 266.2871 - val_loss: 160103.9531 - val_mean_absolute_error: 378.5866 Epoch 17/5000 148/148 [==============================] - 0s 81us/step - loss: 95818.0222 - mean_absolute_error: 266.2312 - val_loss: 160046.2756 - val_mean_absolute_error: 378.5152 Epoch 18/5000 148/148 [==============================] - 0s 81us/step - loss: 95780.5410 - mean_absolute_error: 266.1746 - val_loss: 159987.7500 - val_mean_absolute_error: 378.4428 Epoch 19/5000 148/148 [==============================] - 0s 68us/step - loss: 95742.6296 - mean_absolute_error: 266.1178 - val_loss: 159930.1550 - val_mean_absolute_error: 378.3715 Epoch 20/5000 148/148 [==============================] - 0s 74us/step - loss: 95705.7238 - mean_absolute_error: 266.0616 - val_loss: 159870.6969 - val_mean_absolute_error: 378.2981 Epoch 21/5000 148/148 [==============================] - 0s 88us/step - loss: 95668.3880 - mean_absolute_error: 266.0053 - val_loss: 159813.9231 - val_mean_absolute_error: 378.2278 Epoch 22/5000 148/148 [==============================] - 0s 68us/step - loss: 95632.1113 - mean_absolute_error: 265.9502 - val_loss: 159757.8150 - val_mean_absolute_error: 378.1583 Epoch 23/5000 148/148 [==============================] - 0s 74us/step - loss: 95596.3746 - mean_absolute_error: 265.8948 - val_loss: 159700.2025 - val_mean_absolute_error: 378.0867 Epoch 24/5000 148/148 [==============================] - 0s 74us/step - loss: 95558.9443 - mean_absolute_error: 265.8376 - val_loss: 159642.4213 - val_mean_absolute_error: 378.0150 Epoch 25/5000 148/148 [==============================] - 0s 74us/step - loss: 95521.3803 - mean_absolute_error: 265.7801 - val_loss: 159584.3600 - val_mean_absolute_error: 377.9431 Epoch 26/5000 148/148 [==============================] - 0s 88us/step - loss: 95484.2942 - mean_absolute_error: 265.7226 - val_loss: 159527.8163 - val_mean_absolute_error: 377.8727 Epoch 27/5000 148/148 [==============================] - 0s 74us/step - loss: 95447.2182 - mean_absolute_error: 265.6661 - val_loss: 159473.5044 - val_mean_absolute_error: 377.8051 Epoch 28/5000 148/148 [==============================] - 0s 68us/step - loss: 95412.5013 - mean_absolute_error: 265.6118 - val_loss: 159419.1375 - val_mean_absolute_error: 377.7375 Epoch 29/5000 148/148 [==============================] - 0s 95us/step - loss: 95376.2603 - mean_absolute_error: 265.5564 - val_loss: 159365.1819 - val_mean_absolute_error: 377.6703 Epoch 30/5000 148/148 [==============================] - 0s 68us/step - loss: 95340.0938 - mean_absolute_error: 265.5011 - val_loss: 159310.3763 - val_mean_absolute_error: 377.6021 Epoch 31/5000 148/148 [==============================] - 0s 74us/step - loss: 95305.2426 - mean_absolute_error: 265.4483 - val_loss: 159253.5644 - val_mean_absolute_error: 377.5313 Epoch 32/5000 148/148 [==============================] - 0s 95us/step - loss: 95266.9236 - mean_absolute_error: 265.3908 - val_loss: 159196.8331 - val_mean_absolute_error: 377.4608 Epoch 33/5000 148/148 [==============================] - 0s 68us/step - loss: 95229.5522 - mean_absolute_error: 265.3339 - val_loss: 159137.7525 - val_mean_absolute_error: 377.3873 Epoch 34/5000 148/148 [==============================] - 0s 74us/step - loss: 95191.0503 - mean_absolute_error: 265.2761 - val_loss: 159080.3481 - val_mean_absolute_error: 377.3158 Epoch 35/5000 148/148 [==============================] - 0s 88us/step - loss: 95154.3266 - mean_absolute_error: 265.2197 - val_loss: 159022.2219 - val_mean_absolute_error: 377.2434 Epoch 36/5000 148/148 [==============================] - 0s 68us/step - loss: 95116.4279 - mean_absolute_error: 265.1626 - val_loss: 158965.1781 - val_mean_absolute_error: 377.1720 Epoch 37/5000 148/148 [==============================] - 0s 68us/step - loss: 95079.6727 - mean_absolute_error: 265.1060 - val_loss: 158909.9425 - val_mean_absolute_error: 377.1030 Epoch 38/5000 148/148 [==============================] - 0s 74us/step - loss: 95043.0454 - mean_absolute_error: 265.0509 - val_loss: 158854.4675 - val_mean_absolute_error: 377.0336 Epoch 39/5000 148/148 [==============================] - 0s 88us/step - loss: 95007.1501 - mean_absolute_error: 264.9962 - val_loss: 158798.8225 - val_mean_absolute_error: 376.9639 Epoch 40/5000 148/148 [==============================] - 0s 61us/step - loss: 94969.7504 - mean_absolute_error: 264.9382 - val_loss: 158742.7344 - val_mean_absolute_error: 376.8937 Epoch 41/5000 148/148 [==============================] - 0s 95us/step - loss: 94934.4318 - mean_absolute_error: 264.8829 - val_loss: 158686.2162 - val_mean_absolute_error: 376.8231 Epoch 42/5000 148/148 [==============================] - 0s 95us/step - loss: 94897.1698 - mean_absolute_error: 264.8254 - val_loss: 158630.0156 - val_mean_absolute_error: 376.7530 Epoch 43/5000 148/148 [==============================] - 0s 74us/step - loss: 94859.7251 - mean_absolute_error: 264.7672 - val_loss: 158572.5419 - val_mean_absolute_error: 376.6812 Epoch 44/5000 148/148 [==============================] - 0s 88us/step - loss: 94822.0325 - mean_absolute_error: 264.7087 - val_loss: 158513.2387 - val_mean_absolute_error: 376.6072 Epoch 45/5000 148/148 [==============================] - 0s 115us/step - loss: 94785.6913 - mean_absolute_error: 264.6513 - val_loss: 158454.3419 - val_mean_absolute_error: 376.5338 Epoch 46/5000 148/148 [==============================] - 0s 95us/step - loss: 94747.2090 - mean_absolute_error: 264.5923 - val_loss: 158397.5969 - val_mean_absolute_error: 376.4628 Epoch 47/5000 148/148 [==============================] - 0s 81us/step - loss: 94710.1246 - mean_absolute_error: 264.5341 - val_loss: 158338.6481 - val_mean_absolute_error: 376.3892 Epoch 48/5000 148/148 [==============================] - 0s 95us/step - loss: 94671.7375 - mean_absolute_error: 264.4749 - val_loss: 158277.5912 - val_mean_absolute_error: 376.3129 Epoch 49/5000 148/148 [==============================] - 0s 68us/step - loss: 94633.1244 - mean_absolute_error: 264.4148 - val_loss: 158217.3706 - val_mean_absolute_error: 376.2376 Epoch 50/5000 148/148 [==============================] - 0s 88us/step - loss: 94593.7245 - mean_absolute_error: 264.3540 - val_loss: 158157.8819 - val_mean_absolute_error: 376.1630 Epoch 51/5000 148/148 [==============================] - 0s 74us/step - loss: 94555.5811 - mean_absolute_error: 264.2944 - val_loss: 158097.0450 - val_mean_absolute_error: 376.0868 Epoch 52/5000 148/148 [==============================] - 0s 68us/step - loss: 94516.1440 - mean_absolute_error: 264.2339 - val_loss: 158035.8062 - val_mean_absolute_error: 376.0099 Epoch 53/5000 148/148 [==============================] - 0s 68us/step - loss: 94478.0458 - mean_absolute_error: 264.1737 - val_loss: 157974.4100 - val_mean_absolute_error: 375.9329 Epoch 54/5000 148/148 [==============================] - 0s 74us/step - loss: 94438.2508 - mean_absolute_error: 264.1130 - val_loss: 157915.4919 - val_mean_absolute_error: 375.8589 Epoch 55/5000 148/148 [==============================] - 0s 74us/step - loss: 94400.0931 - mean_absolute_error: 264.0534 - val_loss: 157857.4500 - val_mean_absolute_error: 375.7861 Epoch 56/5000 148/148 [==============================] - 0s 68us/step - loss: 94362.9542 - mean_absolute_error: 263.9947 - val_loss: 157799.2213 - val_mean_absolute_error: 375.7131 Epoch 57/5000 148/148 [==============================] - 0s 74us/step - loss: 94325.5549 - mean_absolute_error: 263.9357 - val_loss: 157744.3475 - val_mean_absolute_error: 375.6441 Epoch 58/5000 148/148 [==============================] - 0s 74us/step - loss: 94288.7097 - mean_absolute_error: 263.8780 - val_loss: 157688.7319 - val_mean_absolute_error: 375.5742 Epoch 59/5000 148/148 [==============================] - 0s 68us/step - loss: 94250.5279 - mean_absolute_error: 263.8191 - val_loss: 157633.3144 - val_mean_absolute_error: 375.5046 Epoch 60/5000 148/148 [==============================] - 0s 74us/step - loss: 94214.5484 - mean_absolute_error: 263.7620 - val_loss: 157575.7506 - val_mean_absolute_error: 375.4323 Epoch 61/5000 148/148 [==============================] - 0s 81us/step - loss: 94175.7846 - mean_absolute_error: 263.7014 - val_loss: 157517.5237 - val_mean_absolute_error: 375.3590 Epoch 62/5000 148/148 [==============================] - 0s 74us/step - loss: 94137.5904 - mean_absolute_error: 263.6411 - val_loss: 157459.7288 - val_mean_absolute_error: 375.2863 Epoch 63/5000 148/148 [==============================] - 0s 68us/step - loss: 94098.8554 - mean_absolute_error: 263.5798 - val_loss: 157402.7188 - val_mean_absolute_error: 375.2146 Epoch 64/5000 148/148 [==============================] - 0s 68us/step - loss: 94060.9326 - mean_absolute_error: 263.5195 - val_loss: 157344.4200 - val_mean_absolute_error: 375.1413 Epoch 65/5000 148/148 [==============================] - 0s 74us/step - loss: 94021.9816 - mean_absolute_error: 263.4590 - val_loss: 157284.4200 - val_mean_absolute_error: 375.0658 Epoch 66/5000 148/148 [==============================] - 0s 68us/step - loss: 93982.6693 - mean_absolute_error: 263.3977 - val_loss: 157224.5275 - val_mean_absolute_error: 374.9905 Epoch 67/5000 148/148 [==============================] - 0s 68us/step - loss: 93942.8881 - mean_absolute_error: 263.3363 - val_loss: 157164.3150 - val_mean_absolute_error: 374.9147 Epoch 68/5000 148/148 [==============================] - 0s 81us/step - loss: 93902.0334 - mean_absolute_error: 263.2737 - val_loss: 157105.4838 - val_mean_absolute_error: 374.8406 Epoch 69/5000 148/148 [==============================] - 0s 81us/step - loss: 93861.9206 - mean_absolute_error: 263.2111 - val_loss: 157045.7625 - val_mean_absolute_error: 374.7651 Epoch 70/5000 148/148 [==============================] - 0s 68us/step - loss: 93821.9511 - mean_absolute_error: 263.1478 - val_loss: 156983.0575 - val_mean_absolute_error: 374.6861 Epoch 71/5000 148/148 [==============================] - 0s 81us/step - loss: 93782.9068 - mean_absolute_error: 263.0869 - val_loss: 156923.6613 - val_mean_absolute_error: 374.6112 Epoch 72/5000 148/148 [==============================] - 0s 74us/step - loss: 93742.9120 - mean_absolute_error: 263.0259 - val_loss: 156865.5200 - val_mean_absolute_error: 374.5377 Epoch 73/5000 148/148 [==============================] - 0s 68us/step - loss: 93704.2135 - mean_absolute_error: 262.9654 - val_loss: 156803.8169 - val_mean_absolute_error: 374.4600 Epoch 74/5000 148/148 [==============================] - 0s 135us/step - loss: 93663.8351 - mean_absolute_error: 262.9024 - val_loss: 156740.2125 - val_mean_absolute_error: 374.3799 Epoch 75/5000 148/148 [==============================] - 0s 61us/step - loss: 93624.1753 - mean_absolute_error: 262.8410 - val_loss: 156676.6787 - val_mean_absolute_error: 374.3000 Epoch 76/5000 148/148 [==============================] - 0s 74us/step - loss: 93581.3951 - mean_absolute_error: 262.7760 - val_loss: 156615.0487 - val_mean_absolute_error: 374.2223 Epoch 77/5000 148/148 [==============================] - 0s 81us/step - loss: 93540.8038 - mean_absolute_error: 262.7132 - val_loss: 156553.0594 - val_mean_absolute_error: 374.1441 Epoch 78/5000 148/148 [==============================] - 0s 68us/step - loss: 93500.8005 - mean_absolute_error: 262.6503 - val_loss: 156489.5525 - val_mean_absolute_error: 374.0642 Epoch 79/5000 148/148 [==============================] - 0s 74us/step - loss: 93458.9238 - mean_absolute_error: 262.5864 - val_loss: 156423.4937 - val_mean_absolute_error: 373.9808 Epoch 80/5000 148/148 [==============================] - 0s 68us/step - loss: 93415.8796 - mean_absolute_error: 262.5200 - val_loss: 156356.5369 - val_mean_absolute_error: 373.8965 Epoch 81/5000 148/148 [==============================] - 0s 68us/step - loss: 93374.2897 - mean_absolute_error: 262.4554 - val_loss: 156291.7706 - val_mean_absolute_error: 373.8147 Epoch 82/5000 148/148 [==============================] - 0s 61us/step - loss: 93331.6457 - mean_absolute_error: 262.3905 - val_loss: 156231.4919 - val_mean_absolute_error: 373.7386 Epoch 83/5000 148/148 [==============================] - 0s 68us/step - loss: 93293.8486 - mean_absolute_error: 262.3313 - val_loss: 156172.0200 - val_mean_absolute_error: 373.6634 Epoch 84/5000 148/148 [==============================] - 0s 68us/step - loss: 93254.3279 - mean_absolute_error: 262.2701 - val_loss: 156113.1487 - val_mean_absolute_error: 373.5885 Epoch 85/5000 148/148 [==============================] - 0s 68us/step - loss: 93215.4079 - mean_absolute_error: 262.2096 - val_loss: 156053.9394 - val_mean_absolute_error: 373.5133 Epoch 86/5000 148/148 [==============================] - 0s 68us/step - loss: 93176.1383 - mean_absolute_error: 262.1484 - val_loss: 155992.6412 - val_mean_absolute_error: 373.4357 Epoch 87/5000 148/148 [==============================] - 0s 74us/step - loss: 93135.2196 - mean_absolute_error: 262.0850 - val_loss: 155930.7494 - val_mean_absolute_error: 373.3572 Epoch 88/5000 148/148 [==============================] - 0s 68us/step - loss: 93094.3579 - mean_absolute_error: 262.0222 - val_loss: 155865.2175 - val_mean_absolute_error: 373.2743 Epoch 89/5000 148/148 [==============================] - 0s 81us/step - loss: 93050.6261 - mean_absolute_error: 261.9543 - val_loss: 155797.5619 - val_mean_absolute_error: 373.1888 Epoch 90/5000 148/148 [==============================] - 0s 81us/step - loss: 93006.0547 - mean_absolute_error: 261.8868 - val_loss: 155730.6825 - val_mean_absolute_error: 373.1042 Epoch 91/5000 148/148 [==============================] - 0s 68us/step - loss: 92963.3689 - mean_absolute_error: 261.8205 - val_loss: 155667.3912 - val_mean_absolute_error: 373.0240 Epoch 92/5000 148/148 [==============================] - 0s 61us/step - loss: 92921.7161 - mean_absolute_error: 261.7555 - val_loss: 155608.0881 - val_mean_absolute_error: 372.9487 Epoch 93/5000 148/148 [==============================] - 0s 74us/step - loss: 92882.6360 - mean_absolute_error: 261.6932 - val_loss: 155548.7400 - val_mean_absolute_error: 372.8734 Epoch 94/5000 148/148 [==============================] - 0s 74us/step - loss: 92841.8119 - mean_absolute_error: 261.6300 - val_loss: 155487.7900 - val_mean_absolute_error: 372.7960 Epoch 95/5000 148/148 [==============================] - 0s 68us/step - loss: 92801.3590 - mean_absolute_error: 261.5669 - val_loss: 155424.3500 - val_mean_absolute_error: 372.7154 Epoch 96/5000 148/148 [==============================] - 0s 68us/step - loss: 92759.6835 - mean_absolute_error: 261.5026 - val_loss: 155360.9900 - val_mean_absolute_error: 372.6349 Epoch 97/5000 148/148 [==============================] - 0s 68us/step - loss: 92718.5487 - mean_absolute_error: 261.4377 - val_loss: 155295.9119 - val_mean_absolute_error: 372.5524 Epoch 98/5000 148/148 [==============================] - 0s 68us/step - loss: 92676.0549 - mean_absolute_error: 261.3717 - val_loss: 155233.1994 - val_mean_absolute_error: 372.4729 Epoch 99/5000 148/148 [==============================] - 0s 68us/step - loss: 92634.7388 - mean_absolute_error: 261.3077 - val_loss: 155170.9900 - val_mean_absolute_error: 372.3938 Epoch 100/5000 148/148 [==============================] - 0s 74us/step - loss: 92593.9580 - mean_absolute_error: 261.2439 - val_loss: 155108.2913 - val_mean_absolute_error: 372.3139 Epoch 101/5000 148/148 [==============================] - 0s 68us/step - loss: 92550.8184 - mean_absolute_error: 261.1771 - val_loss: 155046.4350 - val_mean_absolute_error: 372.2350 Epoch 102/5000 148/148 [==============================] - 0s 68us/step - loss: 92510.5762 - mean_absolute_error: 261.1131 - val_loss: 154982.7494 - val_mean_absolute_error: 372.1537 Epoch 103/5000 148/148 [==============================] - 0s 74us/step - loss: 92467.7044 - mean_absolute_error: 261.0466 - val_loss: 154919.4500 - val_mean_absolute_error: 372.0730 Epoch 104/5000 148/148 [==============================] - 0s 68us/step - loss: 92424.6978 - mean_absolute_error: 260.9800 - val_loss: 154855.5456 - val_mean_absolute_error: 371.9917 Epoch 105/5000 148/148 [==============================] - 0s 68us/step - loss: 92382.2852 - mean_absolute_error: 260.9142 - val_loss: 154790.8000 - val_mean_absolute_error: 371.9093 Epoch 106/5000 148/148 [==============================] - 0s 74us/step - loss: 92340.4424 - mean_absolute_error: 260.8487 - val_loss: 154727.5013 - val_mean_absolute_error: 371.8289 Epoch 107/5000 148/148 [==============================] - 0s 74us/step - loss: 92299.0309 - mean_absolute_error: 260.7847 - val_loss: 154665.6888 - val_mean_absolute_error: 371.7504 Epoch 108/5000 148/148 [==============================] - 0s 68us/step - loss: 92257.8720 - mean_absolute_error: 260.7194 - val_loss: 154604.9044 - val_mean_absolute_error: 371.6730 Epoch 109/5000 148/148 [==============================] - 0s 74us/step - loss: 92217.4203 - mean_absolute_error: 260.6554 - val_loss: 154543.1869 - val_mean_absolute_error: 371.5943 Epoch 110/5000 148/148 [==============================] - 0s 74us/step - loss: 92176.3148 - mean_absolute_error: 260.5903 - val_loss: 154482.5356 - val_mean_absolute_error: 371.5170 Epoch 111/5000 148/148 [==============================] - 0s 68us/step - loss: 92134.4590 - mean_absolute_error: 260.5248 - val_loss: 154419.3906 - val_mean_absolute_error: 371.4364 Epoch 112/5000 148/148 [==============================] - 0s 74us/step - loss: 92092.7703 - mean_absolute_error: 260.4592 - val_loss: 154352.7525 - val_mean_absolute_error: 371.3514 Epoch 113/5000 148/148 [==============================] - 0s 74us/step - loss: 92048.6045 - mean_absolute_error: 260.3905 - val_loss: 154285.1375 - val_mean_absolute_error: 371.2650 Epoch 114/5000 148/148 [==============================] - 0s 68us/step - loss: 92002.9504 - mean_absolute_error: 260.3199 - val_loss: 154217.3987 - val_mean_absolute_error: 371.1786 Epoch 115/5000 148/148 [==============================] - 0s 68us/step - loss: 91958.9911 - mean_absolute_error: 260.2496 - val_loss: 154150.6494 - val_mean_absolute_error: 371.0934 Epoch 116/5000 148/148 [==============================] - 0s 74us/step - loss: 91913.5344 - mean_absolute_error: 260.1783 - val_loss: 154085.8069 - val_mean_absolute_error: 371.0105 Epoch 117/5000 148/148 [==============================] - 0s 68us/step - loss: 91870.4890 - mean_absolute_error: 260.1097 - val_loss: 154020.0331 - val_mean_absolute_error: 370.9266 Epoch 118/5000 148/148 [==============================] - 0s 68us/step - loss: 91826.4320 - mean_absolute_error: 260.0405 - val_loss: 153957.0706 - val_mean_absolute_error: 370.8460 Epoch 119/5000 148/148 [==============================] - 0s 61us/step - loss: 91784.1403 - mean_absolute_error: 259.9720 - val_loss: 153893.1181 - val_mean_absolute_error: 370.7641 Epoch 120/5000 148/148 [==============================] - 0s 68us/step - loss: 91741.4814 - mean_absolute_error: 259.9050 - val_loss: 153829.1562 - val_mean_absolute_error: 370.6822 Epoch 121/5000 148/148 [==============================] - 0s 68us/step - loss: 91698.3924 - mean_absolute_error: 259.8365 - val_loss: 153764.8006 - val_mean_absolute_error: 370.5999 Epoch 122/5000 148/148 [==============================] - 0s 68us/step - loss: 91655.8687 - mean_absolute_error: 259.7689 - val_loss: 153701.4356 - val_mean_absolute_error: 370.5189 Epoch 123/5000 148/148 [==============================] - 0s 61us/step - loss: 91613.5391 - mean_absolute_error: 259.7013 - val_loss: 153638.8662 - val_mean_absolute_error: 370.4386 Epoch 124/5000 148/148 [==============================] - 0s 74us/step - loss: 91571.7010 - mean_absolute_error: 259.6333 - val_loss: 153575.0388 - val_mean_absolute_error: 370.3568 Epoch 125/5000 148/148 [==============================] - 0s 61us/step - loss: 91528.1030 - mean_absolute_error: 259.5642 - val_loss: 153512.2344 - val_mean_absolute_error: 370.2761 Epoch 126/5000 148/148 [==============================] - 0s 68us/step - loss: 91484.8824 - mean_absolute_error: 259.4953 - val_loss: 153447.5738 - val_mean_absolute_error: 370.1933 Epoch 127/5000 148/148 [==============================] - 0s 74us/step - loss: 91441.6345 - mean_absolute_error: 259.4265 - val_loss: 153381.9050 - val_mean_absolute_error: 370.1094 Epoch 128/5000 148/148 [==============================] - 0s 61us/step - loss: 91400.0382 - mean_absolute_error: 259.3590 - val_loss: 153316.4444 - val_mean_absolute_error: 370.0257 Epoch 129/5000 148/148 [==============================] - 0s 61us/step - loss: 91355.4554 - mean_absolute_error: 259.2890 - val_loss: 153250.9144 - val_mean_absolute_error: 369.9418 Epoch 130/5000 148/148 [==============================] - 0s 74us/step - loss: 91312.7183 - mean_absolute_error: 259.2218 - val_loss: 153185.9344 - val_mean_absolute_error: 369.8586 Epoch 131/5000 148/148 [==============================] - 0s 68us/step - loss: 91269.7457 - mean_absolute_error: 259.1536 - val_loss: 153122.4556 - val_mean_absolute_error: 369.7771 Epoch 132/5000 148/148 [==============================] - 0s 74us/step - loss: 91227.6250 - mean_absolute_error: 259.0850 - val_loss: 153057.3019 - val_mean_absolute_error: 369.6935 Epoch 133/5000 148/148 [==============================] - 0s 61us/step - loss: 91183.5978 - mean_absolute_error: 259.0156 - val_loss: 152991.9169 - val_mean_absolute_error: 369.6097 Epoch 134/5000 148/148 [==============================] - 0s 68us/step - loss: 91140.5190 - mean_absolute_error: 258.9464 - val_loss: 152925.8281 - val_mean_absolute_error: 369.5250 Epoch 135/5000 148/148 [==============================] - 0s 74us/step - loss: 91098.1406 - mean_absolute_error: 258.8787 - val_loss: 152860.5887 - val_mean_absolute_error: 369.4413 Epoch 136/5000 148/148 [==============================] - 0s 81us/step - loss: 91055.2867 - mean_absolute_error: 258.8111 - val_loss: 152797.5400 - val_mean_absolute_error: 369.3603 Epoch 137/5000 148/148 [==============================] - 0s 68us/step - loss: 91014.0959 - mean_absolute_error: 258.7443 - val_loss: 152730.7875 - val_mean_absolute_error: 369.2747 Epoch 138/5000 148/148 [==============================] - 0s 68us/step - loss: 90970.2251 - mean_absolute_error: 258.6754 - val_loss: 152666.0994 - val_mean_absolute_error: 369.1917 Epoch 139/5000 148/148 [==============================] - 0s 68us/step - loss: 90928.0395 - mean_absolute_error: 258.6084 - val_loss: 152599.6069 - val_mean_absolute_error: 369.1065 Epoch 140/5000 148/148 [==============================] - 0s 68us/step - loss: 90883.3714 - mean_absolute_error: 258.5388 - val_loss: 152532.6606 - val_mean_absolute_error: 369.0205 Epoch 141/5000 148/148 [==============================] - 0s 68us/step - loss: 90839.0551 - mean_absolute_error: 258.4680 - val_loss: 152463.8200 - val_mean_absolute_error: 368.9322 Epoch 142/5000 148/148 [==============================] - 0s 61us/step - loss: 90793.8461 - mean_absolute_error: 258.3961 - val_loss: 152395.5200 - val_mean_absolute_error: 368.8446 Epoch 143/5000 148/148 [==============================] - 0s 74us/step - loss: 90749.5641 - mean_absolute_error: 258.3254 - val_loss: 152326.4850 - val_mean_absolute_error: 368.7560 Epoch 144/5000 148/148 [==============================] - 0s 81us/step - loss: 90704.3484 - mean_absolute_error: 258.2535 - val_loss: 152260.1856 - val_mean_absolute_error: 368.6709 Epoch 145/5000 148/148 [==============================] - 0s 68us/step - loss: 90660.6440 - mean_absolute_error: 258.1852 - val_loss: 152194.0113 - val_mean_absolute_error: 368.5857 Epoch 146/5000 148/148 [==============================] - 0s 68us/step - loss: 90616.1562 - mean_absolute_error: 258.1145 - val_loss: 152127.1394 - val_mean_absolute_error: 368.5000 Epoch 147/5000 148/148 [==============================] - 0s 68us/step - loss: 90573.1879 - mean_absolute_error: 258.0464 - val_loss: 152058.1137 - val_mean_absolute_error: 368.4118 Epoch 148/5000 148/148 [==============================] - 0s 68us/step - loss: 90528.5547 - mean_absolute_error: 257.9761 - val_loss: 151990.4675 - val_mean_absolute_error: 368.3253 Epoch 149/5000 148/148 [==============================] - 0s 61us/step - loss: 90484.6964 - mean_absolute_error: 257.9063 - val_loss: 151921.1613 - val_mean_absolute_error: 368.2366 Epoch 150/5000 148/148 [==============================] - 0s 74us/step - loss: 90437.9284 - mean_absolute_error: 257.8337 - val_loss: 151852.2650 - val_mean_absolute_error: 368.1485 Epoch 151/5000 148/148 [==============================] - 0s 74us/step - loss: 90393.7084 - mean_absolute_error: 257.7629 - val_loss: 151782.2188 - val_mean_absolute_error: 368.0589 Epoch 152/5000 148/148 [==============================] - 0s 68us/step - loss: 90348.2424 - mean_absolute_error: 257.6899 - val_loss: 151708.7412 - val_mean_absolute_error: 367.9652 Epoch 153/5000 148/148 [==============================] - 0s 68us/step - loss: 90300.8463 - mean_absolute_error: 257.6165 - val_loss: 151636.9450 - val_mean_absolute_error: 367.8734 Epoch 154/5000 148/148 [==============================] - 0s 74us/step - loss: 90255.5069 - mean_absolute_error: 257.5442 - val_loss: 151565.6981 - val_mean_absolute_error: 367.7819 Epoch 155/5000 148/148 [==============================] - 0s 68us/step - loss: 90207.9234 - mean_absolute_error: 257.4710 - val_loss: 151496.8150 - val_mean_absolute_error: 367.6932 Epoch 156/5000 148/148 [==============================] - 0s 74us/step - loss: 90163.9675 - mean_absolute_error: 257.4015 - val_loss: 151426.3119 - val_mean_absolute_error: 367.6026 Epoch 157/5000 148/148 [==============================] - 0s 74us/step - loss: 90117.8653 - mean_absolute_error: 257.3286 - val_loss: 151356.5394 - val_mean_absolute_error: 367.5128 Epoch 158/5000 148/148 [==============================] - 0s 61us/step - loss: 90072.3353 - mean_absolute_error: 257.2579 - val_loss: 151287.2412 - val_mean_absolute_error: 367.4236 Epoch 159/5000 148/148 [==============================] - 0s 61us/step - loss: 90027.6800 - mean_absolute_error: 257.1870 - val_loss: 151219.5694 - val_mean_absolute_error: 367.3364 Epoch 160/5000 148/148 [==============================] - 0s 74us/step - loss: 89983.3683 - mean_absolute_error: 257.1174 - val_loss: 151153.8731 - val_mean_absolute_error: 367.2513 Epoch 161/5000 148/148 [==============================] - 0s 61us/step - loss: 89940.4954 - mean_absolute_error: 257.0490 - val_loss: 151086.7563 - val_mean_absolute_error: 367.1648 Epoch 162/5000 148/148 [==============================] - 0s 61us/step - loss: 89896.2810 - mean_absolute_error: 256.9791 - val_loss: 151019.1981 - val_mean_absolute_error: 367.0777 Epoch 163/5000 148/148 [==============================] - 0s 74us/step - loss: 89851.6526 - mean_absolute_error: 256.9087 - val_loss: 150953.1212 - val_mean_absolute_error: 366.9926 Epoch 164/5000 148/148 [==============================] - 0s 68us/step - loss: 89807.6491 - mean_absolute_error: 256.8396 - val_loss: 150885.0537 - val_mean_absolute_error: 366.9052 Epoch 165/5000 148/148 [==============================] - 0s 68us/step - loss: 89762.2370 - mean_absolute_error: 256.7682 - val_loss: 150813.6969 - val_mean_absolute_error: 366.8137 Epoch 166/5000 148/148 [==============================] - 0s 74us/step - loss: 89716.6636 - mean_absolute_error: 256.6966 - val_loss: 150744.9400 - val_mean_absolute_error: 366.7252 Epoch 167/5000 148/148 [==============================] - 0s 74us/step - loss: 89672.3068 - mean_absolute_error: 256.6268 - val_loss: 150677.9169 - val_mean_absolute_error: 366.6388 Epoch 168/5000 148/148 [==============================] - 0s 68us/step - loss: 89627.6913 - mean_absolute_error: 256.5564 - val_loss: 150610.8594 - val_mean_absolute_error: 366.5522 Epoch 169/5000 148/148 [==============================] - 0s 68us/step - loss: 89584.2671 - mean_absolute_error: 256.4874 - val_loss: 150541.0106 - val_mean_absolute_error: 366.4623 Epoch 170/5000 148/148 [==============================] - 0s 68us/step - loss: 89537.1470 - mean_absolute_error: 256.4143 - val_loss: 150470.8256 - val_mean_absolute_error: 366.3718 Epoch 171/5000 148/148 [==============================] - 0s 61us/step - loss: 89490.9835 - mean_absolute_error: 256.3425 - val_loss: 150399.6181 - val_mean_absolute_error: 366.2800 Epoch 172/5000 148/148 [==============================] - 0s 74us/step - loss: 89445.9185 - mean_absolute_error: 256.2700 - val_loss: 150327.3238 - val_mean_absolute_error: 366.1868 Epoch 173/5000 148/148 [==============================] - 0s 74us/step - loss: 89399.4079 - mean_absolute_error: 256.1975 - val_loss: 150258.6119 - val_mean_absolute_error: 366.0978 Epoch 174/5000 148/148 [==============================] - 0s 74us/step - loss: 89353.6206 - mean_absolute_error: 256.1267 - val_loss: 150192.9025 - val_mean_absolute_error: 366.0128 Epoch 175/5000 148/148 [==============================] - 0s 74us/step - loss: 89309.1303 - mean_absolute_error: 256.0574 - val_loss: 150126.3069 - val_mean_absolute_error: 365.9266 Epoch 176/5000 148/148 [==============================] - 0s 74us/step - loss: 89266.0006 - mean_absolute_error: 255.9891 - val_loss: 150057.0519 - val_mean_absolute_error: 365.8371 Epoch 177/5000 148/148 [==============================] - 0s 68us/step - loss: 89219.5995 - mean_absolute_error: 255.9168 - val_loss: 149985.5669 - val_mean_absolute_error: 365.7451 Epoch 178/5000 148/148 [==============================] - 0s 61us/step - loss: 89172.6484 - mean_absolute_error: 255.8443 - val_loss: 149915.2331 - val_mean_absolute_error: 365.6543 Epoch 179/5000 148/148 [==============================] - 0s 68us/step - loss: 89126.8932 - mean_absolute_error: 255.7725 - val_loss: 149841.3181 - val_mean_absolute_error: 365.5591 Epoch 180/5000 148/148 [==============================] - 0s 68us/step - loss: 89078.9956 - mean_absolute_error: 255.6971 - val_loss: 149767.4113 - val_mean_absolute_error: 365.4637 Epoch 181/5000 148/148 [==============================] - 0s 74us/step - loss: 89031.6232 - mean_absolute_error: 255.6222 - val_loss: 149694.2244 - val_mean_absolute_error: 365.3690 Epoch 182/5000 148/148 [==============================] - 0s 68us/step - loss: 88983.2063 - mean_absolute_error: 255.5482 - val_loss: 149622.6437 - val_mean_absolute_error: 365.2764 Epoch 183/5000 148/148 [==============================] - 0s 68us/step - loss: 88935.9707 - mean_absolute_error: 255.4744 - val_loss: 149550.0837 - val_mean_absolute_error: 365.1827 Epoch 184/5000 148/148 [==============================] - 0s 74us/step - loss: 88888.7253 - mean_absolute_error: 255.3997 - val_loss: 149479.6019 - val_mean_absolute_error: 365.0915 Epoch 185/5000 148/148 [==============================] - 0s 74us/step - loss: 88842.6910 - mean_absolute_error: 255.3278 - val_loss: 149408.6544 - val_mean_absolute_error: 364.9996 Epoch 186/5000 148/148 [==============================] - 0s 74us/step - loss: 88796.6425 - mean_absolute_error: 255.2546 - val_loss: 149337.6988 - val_mean_absolute_error: 364.9078 Epoch 187/5000 148/148 [==============================] - 0s 68us/step - loss: 88749.8659 - mean_absolute_error: 255.1815 - val_loss: 149263.8594 - val_mean_absolute_error: 364.8125 Epoch 188/5000 148/148 [==============================] - 0s 68us/step - loss: 88701.7633 - mean_absolute_error: 255.1065 - val_loss: 149188.1913 - val_mean_absolute_error: 364.7149 Epoch 189/5000 148/148 [==============================] - 0s 74us/step - loss: 88653.4331 - mean_absolute_error: 255.0315 - val_loss: 149113.4019 - val_mean_absolute_error: 364.6183 Epoch 190/5000 148/148 [==============================] - 0s 68us/step - loss: 88603.3999 - mean_absolute_error: 254.9543 - val_loss: 149036.4306 - val_mean_absolute_error: 364.5191 Epoch 191/5000 148/148 [==============================] - 0s 68us/step - loss: 88554.9613 - mean_absolute_error: 254.8785 - val_loss: 148956.6700 - val_mean_absolute_error: 364.4165 Epoch 192/5000 148/148 [==============================] - 0s 74us/step - loss: 88503.9409 - mean_absolute_error: 254.8004 - val_loss: 148881.3219 - val_mean_absolute_error: 364.3193 Epoch 193/5000 148/148 [==============================] - 0s 68us/step - loss: 88456.1737 - mean_absolute_error: 254.7252 - val_loss: 148808.3337 - val_mean_absolute_error: 364.2246 Epoch 194/5000 148/148 [==============================] - 0s 68us/step - loss: 88408.9913 - mean_absolute_error: 254.6511 - val_loss: 148738.4431 - val_mean_absolute_error: 364.1339 Epoch 195/5000 148/148 [==============================] - 0s 74us/step - loss: 88363.0156 - mean_absolute_error: 254.5780 - val_loss: 148667.2400 - val_mean_absolute_error: 364.0415 Epoch 196/5000 148/148 [==============================] - 0s 74us/step - loss: 88314.9793 - mean_absolute_error: 254.5041 - val_loss: 148593.1894 - val_mean_absolute_error: 363.9455 Epoch 197/5000 148/148 [==============================] - 0s 68us/step - loss: 88264.9331 - mean_absolute_error: 254.4265 - val_loss: 148520.8337 - val_mean_absolute_error: 363.8512 Epoch 198/5000 148/148 [==============================] - 0s 74us/step - loss: 88216.3024 - mean_absolute_error: 254.3497 - val_loss: 148448.8894 - val_mean_absolute_error: 363.7580 Epoch 199/5000 148/148 [==============================] - 0s 74us/step - loss: 88168.0857 - mean_absolute_error: 254.2749 - val_loss: 148377.2569 - val_mean_absolute_error: 363.6652 Epoch 200/5000 148/148 [==============================] - 0s 61us/step - loss: 88119.4740 - mean_absolute_error: 254.1998 - val_loss: 148304.4375 - val_mean_absolute_error: 363.5712 Epoch 201/5000 148/148 [==============================] - 0s 68us/step - loss: 88071.4883 - mean_absolute_error: 254.1262 - val_loss: 148229.3000 - val_mean_absolute_error: 363.4742 Epoch 202/5000 148/148 [==============================] - 0s 74us/step - loss: 88022.6018 - mean_absolute_error: 254.0504 - val_loss: 148154.8350 - val_mean_absolute_error: 363.3780 Epoch 203/5000 148/148 [==============================] - 0s 68us/step - loss: 87973.0184 - mean_absolute_error: 253.9745 - val_loss: 148080.2256 - val_mean_absolute_error: 363.2813 Epoch 204/5000 148/148 [==============================] - 0s 74us/step - loss: 87924.9177 - mean_absolute_error: 253.9002 - val_loss: 148002.0825 - val_mean_absolute_error: 363.1799 Epoch 205/5000 148/148 [==============================] - 0s 81us/step - loss: 87874.2937 - mean_absolute_error: 253.8226 - val_loss: 147926.1306 - val_mean_absolute_error: 363.0811 Epoch 206/5000 148/148 [==============================] - 0s 61us/step - loss: 87824.7891 - mean_absolute_error: 253.7471 - val_loss: 147850.5113 - val_mean_absolute_error: 362.9827 Epoch 207/5000 148/148 [==============================] - 0s 68us/step - loss: 87774.3176 - mean_absolute_error: 253.6689 - val_loss: 147772.8625 - val_mean_absolute_error: 362.8820 Epoch 208/5000 148/148 [==============================] - 0s 74us/step - loss: 87724.6083 - mean_absolute_error: 253.5925 - val_loss: 147693.1281 - val_mean_absolute_error: 362.7788 Epoch 209/5000 148/148 [==============================] - 0s 68us/step - loss: 87674.0448 - mean_absolute_error: 253.5148 - val_loss: 147613.9756 - val_mean_absolute_error: 362.6763 Epoch 210/5000 148/148 [==============================] - 0s 74us/step - loss: 87621.2348 - mean_absolute_error: 253.4349 - val_loss: 147533.1700 - val_mean_absolute_error: 362.5716 Epoch 211/5000 148/148 [==============================] - 0s 68us/step - loss: 87569.9008 - mean_absolute_error: 253.3553 - val_loss: 147451.3431 - val_mean_absolute_error: 362.4656 Epoch 212/5000 148/148 [==============================] - 0s 68us/step - loss: 87517.8404 - mean_absolute_error: 253.2767 - val_loss: 147373.6562 - val_mean_absolute_error: 362.3647 Epoch 213/5000 148/148 [==============================] - 0s 61us/step - loss: 87467.3463 - mean_absolute_error: 253.1997 - val_loss: 147297.5344 - val_mean_absolute_error: 362.2654 Epoch 214/5000 148/148 [==============================] - 0s 81us/step - loss: 87415.9994 - mean_absolute_error: 253.1202 - val_loss: 147217.2681 - val_mean_absolute_error: 362.1615 Epoch 215/5000 148/148 [==============================] - 0s 68us/step - loss: 87364.0498 - mean_absolute_error: 253.0405 - val_loss: 147136.0344 - val_mean_absolute_error: 362.0563 Epoch 216/5000 148/148 [==============================] - 0s 74us/step - loss: 87310.0405 - mean_absolute_error: 252.9587 - val_loss: 147052.9581 - val_mean_absolute_error: 361.9488 Epoch 217/5000 148/148 [==============================] - 0s 74us/step - loss: 87255.3319 - mean_absolute_error: 252.8751 - val_loss: 146969.7044 - val_mean_absolute_error: 361.8406 Epoch 218/5000 148/148 [==============================] - 0s 68us/step - loss: 87202.5241 - mean_absolute_error: 252.7938 - val_loss: 146885.9587 - val_mean_absolute_error: 361.7319 Epoch 219/5000 148/148 [==============================] - 0s 61us/step - loss: 87149.3773 - mean_absolute_error: 252.7139 - val_loss: 146807.8294 - val_mean_absolute_error: 361.6302 Epoch 220/5000 148/148 [==============================] - 0s 68us/step - loss: 87097.9215 - mean_absolute_error: 252.6344 - val_loss: 146730.7288 - val_mean_absolute_error: 361.5294 Epoch 221/5000 148/148 [==============================] - 0s 74us/step - loss: 87046.4487 - mean_absolute_error: 252.5550 - val_loss: 146653.7913 - val_mean_absolute_error: 361.4289 Epoch 222/5000 148/148 [==============================] - 0s 68us/step - loss: 86996.4758 - mean_absolute_error: 252.4778 - val_loss: 146574.1550 - val_mean_absolute_error: 361.3249 Epoch 223/5000 148/148 [==============================] - 0s 68us/step - loss: 86944.2441 - mean_absolute_error: 252.3975 - val_loss: 146496.5300 - val_mean_absolute_error: 361.2234 Epoch 224/5000 148/148 [==============================] - 0s 68us/step - loss: 86892.4808 - mean_absolute_error: 252.3185 - val_loss: 146417.3100 - val_mean_absolute_error: 361.1203 Epoch 225/5000 148/148 [==============================] - 0s 74us/step - loss: 86841.1415 - mean_absolute_error: 252.2396 - val_loss: 146336.7881 - val_mean_absolute_error: 361.0154 Epoch 226/5000 148/148 [==============================] - 0s 74us/step - loss: 86787.6582 - mean_absolute_error: 252.1581 - val_loss: 146256.4581 - val_mean_absolute_error: 360.9104 Epoch 227/5000 148/148 [==============================] - 0s 68us/step - loss: 86735.5433 - mean_absolute_error: 252.0793 - val_loss: 146173.2963 - val_mean_absolute_error: 360.8017 Epoch 228/5000 148/148 [==============================] - 0s 61us/step - loss: 86680.3326 - mean_absolute_error: 251.9949 - val_loss: 146091.8831 - val_mean_absolute_error: 360.6952 Epoch 229/5000 148/148 [==============================] - 0s 81us/step - loss: 86627.3503 - mean_absolute_error: 251.9137 - val_loss: 146009.7119 - val_mean_absolute_error: 360.5880 Epoch 230/5000 148/148 [==============================] - 0s 81us/step - loss: 86573.5749 - mean_absolute_error: 251.8326 - val_loss: 145926.0969 - val_mean_absolute_error: 360.4790 Epoch 231/5000 148/148 [==============================] - 0s 68us/step - loss: 86519.0353 - mean_absolute_error: 251.7497 - val_loss: 145843.0075 - val_mean_absolute_error: 360.3708 Epoch 232/5000 148/148 [==============================] - 0s 68us/step - loss: 86463.3813 - mean_absolute_error: 251.6644 - val_loss: 145758.4450 - val_mean_absolute_error: 360.2606 Epoch 233/5000 148/148 [==============================] - 0s 74us/step - loss: 86408.5353 - mean_absolute_error: 251.5806 - val_loss: 145675.5487 - val_mean_absolute_error: 360.1520 Epoch 234/5000 148/148 [==============================] - 0s 74us/step - loss: 86353.3359 - mean_absolute_error: 251.4971 - val_loss: 145594.1306 - val_mean_absolute_error: 360.0456 Epoch 235/5000 148/148 [==============================] - 0s 68us/step - loss: 86299.9766 - mean_absolute_error: 251.4158 - val_loss: 145509.3931 - val_mean_absolute_error: 359.9349 Epoch 236/5000 148/148 [==============================] - 0s 74us/step - loss: 86244.6552 - mean_absolute_error: 251.3307 - val_loss: 145424.5975 - val_mean_absolute_error: 359.8242 Epoch 237/5000 148/148 [==============================] - 0s 68us/step - loss: 86189.8959 - mean_absolute_error: 251.2483 - val_loss: 145340.5575 - val_mean_absolute_error: 359.7142 Epoch 238/5000 148/148 [==============================] - 0s 68us/step - loss: 86136.3043 - mean_absolute_error: 251.1651 - val_loss: 145261.6000 - val_mean_absolute_error: 359.6107 Epoch 239/5000 148/148 [==============================] - 0s 68us/step - loss: 86083.4075 - mean_absolute_error: 251.0841 - val_loss: 145182.0819 - val_mean_absolute_error: 359.5068 Epoch 240/5000 148/148 [==============================] - 0s 74us/step - loss: 86032.2435 - mean_absolute_error: 251.0052 - val_loss: 145101.4937 - val_mean_absolute_error: 359.4011 Epoch 241/5000 148/148 [==============================] - 0s 68us/step - loss: 85979.2812 - mean_absolute_error: 250.9241 - val_loss: 145020.2238 - val_mean_absolute_error: 359.2947 Epoch 242/5000 148/148 [==============================] - 0s 68us/step - loss: 85926.1102 - mean_absolute_error: 250.8415 - val_loss: 144939.3594 - val_mean_absolute_error: 359.1886 Epoch 243/5000 148/148 [==============================] - 0s 74us/step - loss: 85876.0286 - mean_absolute_error: 250.7624 - val_loss: 144857.8431 - val_mean_absolute_error: 359.0816 Epoch 244/5000 148/148 [==============================] - 0s 61us/step - loss: 85821.9227 - mean_absolute_error: 250.6788 - val_loss: 144777.1744 - val_mean_absolute_error: 358.9754 Epoch 245/5000 148/148 [==============================] - 0s 68us/step - loss: 85769.6928 - mean_absolute_error: 250.5970 - val_loss: 144695.3087 - val_mean_absolute_error: 358.8677 Epoch 246/5000 148/148 [==============================] - 0s 68us/step - loss: 85716.1163 - mean_absolute_error: 250.5152 - val_loss: 144614.6294 - val_mean_absolute_error: 358.7614 Epoch 247/5000 148/148 [==============================] - 0s 68us/step - loss: 85665.2787 - mean_absolute_error: 250.4351 - val_loss: 144534.8712 - val_mean_absolute_error: 358.6561 Epoch 248/5000 148/148 [==============================] - 0s 74us/step - loss: 85612.5716 - mean_absolute_error: 250.3521 - val_loss: 144457.8144 - val_mean_absolute_error: 358.5536 Epoch 249/5000 148/148 [==============================] - 0s 68us/step - loss: 85561.9900 - mean_absolute_error: 250.2727 - val_loss: 144380.4806 - val_mean_absolute_error: 358.4511 Epoch 250/5000 148/148 [==============================] - 0s 68us/step - loss: 85508.5914 - mean_absolute_error: 250.1892 - val_loss: 144302.8675 - val_mean_absolute_error: 358.3485 Epoch 251/5000 148/148 [==============================] - 0s 74us/step - loss: 85457.8220 - mean_absolute_error: 250.1100 - val_loss: 144221.0887 - val_mean_absolute_error: 358.2405 Epoch 252/5000 148/148 [==============================] - 0s 74us/step - loss: 85404.3939 - mean_absolute_error: 250.0259 - val_loss: 144139.8094 - val_mean_absolute_error: 358.1333 Epoch 253/5000 148/148 [==============================] - 0s 74us/step - loss: 85350.2342 - mean_absolute_error: 249.9418 - val_loss: 144063.7250 - val_mean_absolute_error: 358.0323 Epoch 254/5000 148/148 [==============================] - 0s 68us/step - loss: 85299.3209 - mean_absolute_error: 249.8618 - val_loss: 143984.0169 - val_mean_absolute_error: 357.9270 Epoch 255/5000 148/148 [==============================] - 0s 74us/step - loss: 85247.4315 - mean_absolute_error: 249.7807 - val_loss: 143905.3600 - val_mean_absolute_error: 357.8231 Epoch 256/5000 148/148 [==============================] - 0s 74us/step - loss: 85195.4054 - mean_absolute_error: 249.6999 - val_loss: 143826.0506 - val_mean_absolute_error: 357.7180 Epoch 257/5000 148/148 [==============================] - 0s 68us/step - loss: 85141.8034 - mean_absolute_error: 249.6162 - val_loss: 143743.3369 - val_mean_absolute_error: 357.6083 Epoch 258/5000 148/148 [==============================] - 0s 74us/step - loss: 85089.0942 - mean_absolute_error: 249.5329 - val_loss: 143659.3525 - val_mean_absolute_error: 357.4972 Epoch 259/5000 148/148 [==============================] - 0s 61us/step - loss: 85033.7650 - mean_absolute_error: 249.4463 - val_loss: 143578.5744 - val_mean_absolute_error: 357.3904 Epoch 260/5000 148/148 [==============================] - 0s 68us/step - loss: 84981.3209 - mean_absolute_error: 249.3636 - val_loss: 143500.3094 - val_mean_absolute_error: 357.2869 Epoch 261/5000 148/148 [==============================] - 0s 68us/step - loss: 84930.0049 - mean_absolute_error: 249.2821 - val_loss: 143424.2844 - val_mean_absolute_error: 357.1861 Epoch 262/5000 148/148 [==============================] - 0s 68us/step - loss: 84879.6115 - mean_absolute_error: 249.2019 - val_loss: 143347.3813 - val_mean_absolute_error: 357.0849 Epoch 263/5000 148/148 [==============================] - 0s 68us/step - loss: 84828.5957 - mean_absolute_error: 249.1217 - val_loss: 143268.2006 - val_mean_absolute_error: 356.9801 Epoch 264/5000 148/148 [==============================] - 0s 74us/step - loss: 84777.2849 - mean_absolute_error: 249.0413 - val_loss: 143185.5225 - val_mean_absolute_error: 356.8706 Epoch 265/5000 148/148 [==============================] - 0s 74us/step - loss: 84721.9013 - mean_absolute_error: 248.9549 - val_loss: 143107.2475 - val_mean_absolute_error: 356.7668 Epoch 266/5000 148/148 [==============================] - 0s 68us/step - loss: 84670.7400 - mean_absolute_error: 248.8742 - val_loss: 143031.2181 - val_mean_absolute_error: 356.6663 Epoch 267/5000 148/148 [==============================] - 0s 68us/step - loss: 84621.4206 - mean_absolute_error: 248.7959 - val_loss: 142954.1475 - val_mean_absolute_error: 356.5641 Epoch 268/5000 148/148 [==============================] - 0s 68us/step - loss: 84570.5063 - mean_absolute_error: 248.7149 - val_loss: 142875.7062 - val_mean_absolute_error: 356.4600 Epoch 269/5000 148/148 [==============================] - 0s 95us/step - loss: 84519.4298 - mean_absolute_error: 248.6340 - val_loss: 142797.9231 - val_mean_absolute_error: 356.3566 Epoch 270/5000 148/148 [==============================] - 0s 88us/step - loss: 84467.0194 - mean_absolute_error: 248.5513 - val_loss: 142720.8012 - val_mean_absolute_error: 356.2540 Epoch 271/5000 148/148 [==============================] - 0s 95us/step - loss: 84417.4737 - mean_absolute_error: 248.4715 - val_loss: 142643.7544 - val_mean_absolute_error: 356.1516 Epoch 272/5000 148/148 [==============================] - 0s 95us/step - loss: 84367.6687 - mean_absolute_error: 248.3932 - val_loss: 142569.5419 - val_mean_absolute_error: 356.0527 Epoch 273/5000 148/148 [==============================] - 0s 95us/step - loss: 84317.6327 - mean_absolute_error: 248.3126 - val_loss: 142495.4031 - val_mean_absolute_error: 355.9536 Epoch 274/5000 148/148 [==============================] - 0s 101us/step - loss: 84267.7714 - mean_absolute_error: 248.2338 - val_loss: 142421.9044 - val_mean_absolute_error: 355.8551 Epoch 275/5000 148/148 [==============================] - 0s 88us/step - loss: 84218.5707 - mean_absolute_error: 248.1552 - val_loss: 142348.3656 - val_mean_absolute_error: 355.7565 Epoch 276/5000 148/148 [==============================] - 0s 95us/step - loss: 84170.1546 - mean_absolute_error: 248.0765 - val_loss: 142272.8106 - val_mean_absolute_error: 355.6555 Epoch 277/5000 148/148 [==============================] - 0s 95us/step - loss: 84119.8976 - mean_absolute_error: 247.9976 - val_loss: 142197.6706 - val_mean_absolute_error: 355.5553 Epoch 278/5000 148/148 [==============================] - 0s 101us/step - loss: 84069.3132 - mean_absolute_error: 247.9156 - val_loss: 142122.9056 - val_mean_absolute_error: 355.4557 Epoch 279/5000 148/148 [==============================] - 0s 95us/step - loss: 84019.2815 - mean_absolute_error: 247.8352 - val_loss: 142047.9331 - val_mean_absolute_error: 355.3555 Epoch 280/5000 148/148 [==============================] - 0s 95us/step - loss: 83969.6394 - mean_absolute_error: 247.7558 - val_loss: 141969.1181 - val_mean_absolute_error: 355.2501 Epoch 281/5000 148/148 [==============================] - 0s 95us/step - loss: 83916.4234 - mean_absolute_error: 247.6703 - val_loss: 141888.8131 - val_mean_absolute_error: 355.1429 Epoch 282/5000 148/148 [==============================] - 0s 95us/step - loss: 83864.6795 - mean_absolute_error: 247.5879 - val_loss: 141808.7356 - val_mean_absolute_error: 355.0359 Epoch 283/5000 148/148 [==============================] - 0s 88us/step - loss: 83813.0334 - mean_absolute_error: 247.5043 - val_loss: 141731.0381 - val_mean_absolute_error: 354.9322 Epoch 284/5000 148/148 [==============================] - 0s 88us/step - loss: 83760.4155 - mean_absolute_error: 247.4206 - val_loss: 141655.7162 - val_mean_absolute_error: 354.8315 Epoch 285/5000 148/148 [==============================] - 0s 95us/step - loss: 83710.1932 - mean_absolute_error: 247.3399 - val_loss: 141581.2037 - val_mean_absolute_error: 354.7312 Epoch 286/5000 148/148 [==============================] - 0s 95us/step - loss: 83660.0334 - mean_absolute_error: 247.2578 - val_loss: 141503.6431 - val_mean_absolute_error: 354.6272 Epoch 287/5000 148/148 [==============================] - 0s 95us/step - loss: 83607.4643 - mean_absolute_error: 247.1734 - val_loss: 141427.6731 - val_mean_absolute_error: 354.5255 Epoch 288/5000 148/148 [==============================] - 0s 95us/step - loss: 83554.5640 - mean_absolute_error: 247.0882 - val_loss: 141349.1525 - val_mean_absolute_error: 354.4204 Epoch 289/5000 148/148 [==============================] - 0s 68us/step - loss: 83502.6782 - mean_absolute_error: 247.0039 - val_loss: 141271.8844 - val_mean_absolute_error: 354.3169 Epoch 290/5000 148/148 [==============================] - 0s 74us/step - loss: 83450.9930 - mean_absolute_error: 246.9193 - val_loss: 141195.2194 - val_mean_absolute_error: 354.2140 Epoch 291/5000 148/148 [==============================] - 0s 68us/step - loss: 83399.0032 - mean_absolute_error: 246.8358 - val_loss: 141118.3394 - val_mean_absolute_error: 354.1109 Epoch 292/5000 148/148 [==============================] - 0s 68us/step - loss: 83345.9421 - mean_absolute_error: 246.7505 - val_loss: 141040.7094 - val_mean_absolute_error: 354.0064 Epoch 293/5000 148/148 [==============================] - 0s 74us/step - loss: 83292.2291 - mean_absolute_error: 246.6630 - val_loss: 140962.0256 - val_mean_absolute_error: 353.9014 Epoch 294/5000 148/148 [==============================] - 0s 74us/step - loss: 83239.4303 - mean_absolute_error: 246.5771 - val_loss: 140883.3119 - val_mean_absolute_error: 353.7966 Epoch 295/5000 148/148 [==============================] - 0s 68us/step - loss: 83186.0933 - mean_absolute_error: 246.4904 - val_loss: 140805.7563 - val_mean_absolute_error: 353.6930 Epoch 296/5000 148/148 [==============================] - 0s 68us/step - loss: 83136.0490 - mean_absolute_error: 246.4085 - val_loss: 140728.6406 - val_mean_absolute_error: 353.5898 Epoch 297/5000 148/148 [==============================] - 0s 74us/step - loss: 83082.5386 - mean_absolute_error: 246.3230 - val_loss: 140653.2812 - val_mean_absolute_error: 353.4889 Epoch 298/5000 148/148 [==============================] - 0s 68us/step - loss: 83033.2307 - mean_absolute_error: 246.2407 - val_loss: 140574.4163 - val_mean_absolute_error: 353.3832 Epoch 299/5000 148/148 [==============================] - 0s 61us/step - loss: 82980.1522 - mean_absolute_error: 246.1555 - val_loss: 140498.5262 - val_mean_absolute_error: 353.2811 Epoch 300/5000 148/148 [==============================] - 0s 74us/step - loss: 82928.5598 - mean_absolute_error: 246.0717 - val_loss: 140421.7563 - val_mean_absolute_error: 353.1778 Epoch 301/5000 148/148 [==============================] - 0s 74us/step - loss: 82877.9869 - mean_absolute_error: 245.9882 - val_loss: 140346.3169 - val_mean_absolute_error: 353.0764 Epoch 302/5000 148/148 [==============================] - 0s 74us/step - loss: 82828.9316 - mean_absolute_error: 245.9064 - val_loss: 140268.9069 - val_mean_absolute_error: 352.9718 Epoch 303/5000 148/148 [==============================] - 0s 68us/step - loss: 82777.4601 - mean_absolute_error: 245.8225 - val_loss: 140192.7675 - val_mean_absolute_error: 352.8690 Epoch 304/5000 148/148 [==============================] - 0s 68us/step - loss: 82727.7549 - mean_absolute_error: 245.7407 - val_loss: 140117.2750 - val_mean_absolute_error: 352.7667 Epoch 305/5000 148/148 [==============================] - 0s 81us/step - loss: 82676.5410 - mean_absolute_error: 245.6572 - val_loss: 140042.4912 - val_mean_absolute_error: 352.6655 Epoch 306/5000 148/148 [==============================] - 0s 61us/step - loss: 82628.5195 - mean_absolute_error: 245.5767 - val_loss: 139968.3588 - val_mean_absolute_error: 352.5654 Epoch 307/5000 148/148 [==============================] - 0s 68us/step - loss: 82579.1742 - mean_absolute_error: 245.4956 - val_loss: 139899.5656 - val_mean_absolute_error: 352.4725 Epoch 308/5000 148/148 [==============================] - 0s 68us/step - loss: 82533.3811 - mean_absolute_error: 245.4208 - val_loss: 139829.6288 - val_mean_absolute_error: 352.3774 Epoch 309/5000 148/148 [==============================] - 0s 74us/step - loss: 82486.2981 - mean_absolute_error: 245.3431 - val_loss: 139755.8600 - val_mean_absolute_error: 352.2777 Epoch 310/5000 148/148 [==============================] - 0s 68us/step - loss: 82436.5247 - mean_absolute_error: 245.2593 - val_loss: 139680.0463 - val_mean_absolute_error: 352.1750 Epoch 311/5000 148/148 [==============================] - 0s 68us/step - loss: 82386.8147 - mean_absolute_error: 245.1771 - val_loss: 139604.7644 - val_mean_absolute_error: 352.0731 Epoch 312/5000 148/148 [==============================] - 0s 68us/step - loss: 82337.0325 - mean_absolute_error: 245.0957 - val_loss: 139530.1175 - val_mean_absolute_error: 351.9720 Epoch 313/5000 148/148 [==============================] - 0s 74us/step - loss: 82288.4174 - mean_absolute_error: 245.0148 - val_loss: 139453.6531 - val_mean_absolute_error: 351.8687 Epoch 314/5000 148/148 [==============================] - 0s 74us/step - loss: 82237.1513 - mean_absolute_error: 244.9288 - val_loss: 139376.4956 - val_mean_absolute_error: 351.7646 Epoch 315/5000 148/148 [==============================] - 0s 81us/step - loss: 82185.3772 - mean_absolute_error: 244.8423 - val_loss: 139302.8275 - val_mean_absolute_error: 351.6649 Epoch 316/5000 148/148 [==============================] - 0s 88us/step - loss: 82135.2071 - mean_absolute_error: 244.7605 - val_loss: 139232.2681 - val_mean_absolute_error: 351.5691 Epoch 317/5000 148/148 [==============================] - 0s 74us/step - loss: 82088.2882 - mean_absolute_error: 244.6814 - val_loss: 139159.8550 - val_mean_absolute_error: 351.4710 Epoch 318/5000 148/148 [==============================] - 0s 74us/step - loss: 82039.2422 - mean_absolute_error: 244.6001 - val_loss: 139086.4156 - val_mean_absolute_error: 351.3712 Epoch 319/5000 148/148 [==============================] - 0s 74us/step - loss: 81989.6377 - mean_absolute_error: 244.5176 - val_loss: 139014.4256 - val_mean_absolute_error: 351.2725 Epoch 320/5000 148/148 [==============================] - 0s 74us/step - loss: 81940.1459 - mean_absolute_error: 244.4340 - val_loss: 138944.1519 - val_mean_absolute_error: 351.1759 Epoch 321/5000 148/148 [==============================] - 0s 81us/step - loss: 81891.3193 - mean_absolute_error: 244.3523 - val_loss: 138871.4231 - val_mean_absolute_error: 351.0769 Epoch 322/5000 148/148 [==============================] - 0s 61us/step - loss: 81841.3926 - mean_absolute_error: 244.2702 - val_loss: 138802.5656 - val_mean_absolute_error: 350.9831 Epoch 323/5000 148/148 [==============================] - 0s 74us/step - loss: 81796.4730 - mean_absolute_error: 244.1937 - val_loss: 138733.2350 - val_mean_absolute_error: 350.8888 Epoch 324/5000 148/148 [==============================] - 0s 74us/step - loss: 81748.5448 - mean_absolute_error: 244.1145 - val_loss: 138660.7712 - val_mean_absolute_error: 350.7905 Epoch 325/5000 148/148 [==============================] - 0s 74us/step - loss: 81699.7335 - mean_absolute_error: 244.0338 - val_loss: 138586.4525 - val_mean_absolute_error: 350.6897 Epoch 326/5000 148/148 [==============================] - 0s 68us/step - loss: 81650.8518 - mean_absolute_error: 243.9514 - val_loss: 138511.0194 - val_mean_absolute_error: 350.5871 Epoch 327/5000 148/148 [==============================] - 0s 74us/step - loss: 81598.8796 - mean_absolute_error: 243.8660 - val_loss: 138436.4525 - val_mean_absolute_error: 350.4856 Epoch 328/5000 148/148 [==============================] - 0s 74us/step - loss: 81549.9852 - mean_absolute_error: 243.7838 - val_loss: 138361.7056 - val_mean_absolute_error: 350.3839 Epoch 329/5000 148/148 [==============================] - 0s 68us/step - loss: 81498.9956 - mean_absolute_error: 243.6997 - val_loss: 138289.8581 - val_mean_absolute_error: 350.2862 Epoch 330/5000 148/148 [==============================] - 0s 74us/step - loss: 81450.7267 - mean_absolute_error: 243.6177 - val_loss: 138219.0894 - val_mean_absolute_error: 350.1901 Epoch 331/5000 148/148 [==============================] - 0s 74us/step - loss: 81402.2627 - mean_absolute_error: 243.5355 - val_loss: 138149.1187 - val_mean_absolute_error: 350.0944 Epoch 332/5000 148/148 [==============================] - 0s 61us/step - loss: 81354.5731 - mean_absolute_error: 243.4545 - val_loss: 138076.9325 - val_mean_absolute_error: 349.9962 Epoch 333/5000 148/148 [==============================] - 0s 74us/step - loss: 81306.5933 - mean_absolute_error: 243.3717 - val_loss: 138005.1388 - val_mean_absolute_error: 349.8985 Epoch 334/5000 148/148 [==============================] - 0s 81us/step - loss: 81258.3746 - mean_absolute_error: 243.2924 - val_loss: 137933.0494 - val_mean_absolute_error: 349.8000 Epoch 335/5000 148/148 [==============================] - 0s 61us/step - loss: 81209.6772 - mean_absolute_error: 243.2126 - val_loss: 137861.2781 - val_mean_absolute_error: 349.7022 Epoch 336/5000 148/148 [==============================] - 0s 68us/step - loss: 81163.1658 - mean_absolute_error: 243.1359 - val_loss: 137789.9106 - val_mean_absolute_error: 349.6049 Epoch 337/5000 148/148 [==============================] - 0s 81us/step - loss: 81115.2035 - mean_absolute_error: 243.0580 - val_loss: 137719.8238 - val_mean_absolute_error: 349.5091 Epoch 338/5000 148/148 [==============================] - 0s 74us/step - loss: 81068.5441 - mean_absolute_error: 242.9792 - val_loss: 137649.6850 - val_mean_absolute_error: 349.4132 Epoch 339/5000 148/148 [==============================] - 0s 68us/step - loss: 81019.6825 - mean_absolute_error: 242.9006 - val_loss: 137577.3475 - val_mean_absolute_error: 349.3143 Epoch 340/5000 148/148 [==============================] - 0s 81us/step - loss: 80972.4565 - mean_absolute_error: 242.8212 - val_loss: 137502.4562 - val_mean_absolute_error: 349.2120 Epoch 341/5000 148/148 [==============================] - 0s 95us/step - loss: 80922.9080 - mean_absolute_error: 242.7385 - val_loss: 137426.7744 - val_mean_absolute_error: 349.1086 Epoch 342/5000 148/148 [==============================] - 0s 68us/step - loss: 80873.0507 - mean_absolute_error: 242.6571 - val_loss: 137353.5550 - val_mean_absolute_error: 349.0089 Epoch 343/5000 148/148 [==============================] - 0s 68us/step - loss: 80824.5365 - mean_absolute_error: 242.5772 - val_loss: 137280.3525 - val_mean_absolute_error: 348.9092 Epoch 344/5000 148/148 [==============================] - 0s 74us/step - loss: 80776.4268 - mean_absolute_error: 242.4979 - val_loss: 137208.8888 - val_mean_absolute_error: 348.8118 Epoch 345/5000 148/148 [==============================] - 0s 74us/step - loss: 80729.6569 - mean_absolute_error: 242.4203 - val_loss: 137142.0113 - val_mean_absolute_error: 348.7203 Epoch 346/5000 148/148 [==============================] - 0s 61us/step - loss: 80683.8435 - mean_absolute_error: 242.3441 - val_loss: 137074.1913 - val_mean_absolute_error: 348.6266 Epoch 347/5000 148/148 [==============================] - 0s 74us/step - loss: 80637.1527 - mean_absolute_error: 242.2663 - val_loss: 137002.5988 - val_mean_absolute_error: 348.5281 Epoch 348/5000 148/148 [==============================] - 0s 68us/step - loss: 80589.6796 - mean_absolute_error: 242.1861 - val_loss: 136930.3531 - val_mean_absolute_error: 348.4290 Epoch 349/5000 148/148 [==============================] - 0s 68us/step - loss: 80540.9041 - mean_absolute_error: 242.1055 - val_loss: 136859.3894 - val_mean_absolute_error: 348.3318 Epoch 350/5000 148/148 [==============================] - 0s 74us/step - loss: 80493.0329 - mean_absolute_error: 242.0261 - val_loss: 136787.7112 - val_mean_absolute_error: 348.2336 Epoch 351/5000 148/148 [==============================] - 0s 74us/step - loss: 80445.2278 - mean_absolute_error: 241.9459 - val_loss: 136714.0100 - val_mean_absolute_error: 348.1332 Epoch 352/5000 148/148 [==============================] - 0s 74us/step - loss: 80396.3853 - mean_absolute_error: 241.8653 - val_loss: 136641.5719 - val_mean_absolute_error: 348.0340 Epoch 353/5000 148/148 [==============================] - 0s 74us/step - loss: 80348.9010 - mean_absolute_error: 241.7870 - val_loss: 136572.0675 - val_mean_absolute_error: 347.9387 Epoch 354/5000 148/148 [==============================] - 0s 68us/step - loss: 80302.4090 - mean_absolute_error: 241.7073 - val_loss: 136503.1019 - val_mean_absolute_error: 347.8440 Epoch 355/5000 148/148 [==============================] - 0s 68us/step - loss: 80252.8528 - mean_absolute_error: 241.6248 - val_loss: 136432.9544 - val_mean_absolute_error: 347.7479 Epoch 356/5000 148/148 [==============================] - 0s 68us/step - loss: 80206.0557 - mean_absolute_error: 241.5431 - val_loss: 136361.7150 - val_mean_absolute_error: 347.6503 Epoch 357/5000 148/148 [==============================] - 0s 81us/step - loss: 80154.7660 - mean_absolute_error: 241.4566 - val_loss: 136289.5363 - val_mean_absolute_error: 347.5513 Epoch 358/5000 148/148 [==============================] - 0s 74us/step - loss: 80105.2097 - mean_absolute_error: 241.3735 - val_loss: 136218.7031 - val_mean_absolute_error: 347.4538 Epoch 359/5000 148/148 [==============================] - 0s 81us/step - loss: 80058.0171 - mean_absolute_error: 241.2941 - val_loss: 136151.1363 - val_mean_absolute_error: 347.3613 Epoch 360/5000 148/148 [==============================] - 0s 68us/step - loss: 80011.6508 - mean_absolute_error: 241.2159 - val_loss: 136080.8275 - val_mean_absolute_error: 347.2651 Epoch 361/5000 148/148 [==============================] - 0s 81us/step - loss: 79965.2546 - mean_absolute_error: 241.1378 - val_loss: 136010.4694 - val_mean_absolute_error: 347.1688 Epoch 362/5000 148/148 [==============================] - 0s 74us/step - loss: 79918.8423 - mean_absolute_error: 241.0585 - val_loss: 135940.9388 - val_mean_absolute_error: 347.0740 Epoch 363/5000 148/148 [==============================] - 0s 68us/step - loss: 79871.5572 - mean_absolute_error: 240.9793 - val_loss: 135871.9050 - val_mean_absolute_error: 346.9796 Epoch 364/5000 148/148 [==============================] - 0s 74us/step - loss: 79824.8678 - mean_absolute_error: 240.9002 - val_loss: 135803.3731 - val_mean_absolute_error: 346.8850 Epoch 365/5000 148/148 [==============================] - 0s 68us/step - loss: 79779.4317 - mean_absolute_error: 240.8223 - val_loss: 135732.0200 - val_mean_absolute_error: 346.7870 Epoch 366/5000 148/148 [==============================] - 0s 74us/step - loss: 79731.3756 - mean_absolute_error: 240.7427 - val_loss: 135662.3950 - val_mean_absolute_error: 346.6917 Epoch 367/5000 148/148 [==============================] - 0s 74us/step - loss: 79684.2832 - mean_absolute_error: 240.6629 - val_loss: 135591.7075 - val_mean_absolute_error: 346.5952 Epoch 368/5000 148/148 [==============================] - 0s 74us/step - loss: 79637.0910 - mean_absolute_error: 240.5811 - val_loss: 135518.6144 - val_mean_absolute_error: 346.4953 Epoch 369/5000 148/148 [==============================] - 0s 74us/step - loss: 79588.0527 - mean_absolute_error: 240.4997 - val_loss: 135446.5000 - val_mean_absolute_error: 346.3969 Epoch 370/5000 148/148 [==============================] - 0s 68us/step - loss: 79540.3459 - mean_absolute_error: 240.4189 - val_loss: 135375.3519 - val_mean_absolute_error: 346.2995 Epoch 371/5000 148/148 [==============================] - 0s 74us/step - loss: 79492.0245 - mean_absolute_error: 240.3378 - val_loss: 135305.6181 - val_mean_absolute_error: 346.2035 Epoch 372/5000 148/148 [==============================] - 0s 81us/step - loss: 79444.7617 - mean_absolute_error: 240.2580 - val_loss: 135234.9894 - val_mean_absolute_error: 346.1066 Epoch 373/5000 148/148 [==============================] - 0s 68us/step - loss: 79397.6885 - mean_absolute_error: 240.1774 - val_loss: 135162.8538 - val_mean_absolute_error: 346.0077 Epoch 374/5000 148/148 [==============================] - 0s 68us/step - loss: 79349.3524 - mean_absolute_error: 240.0940 - val_loss: 135091.1019 - val_mean_absolute_error: 345.9092 Epoch 375/5000 148/148 [==============================] - 0s 74us/step - loss: 79300.0969 - mean_absolute_error: 240.0102 - val_loss: 135021.3750 - val_mean_absolute_error: 345.8127 Epoch 376/5000 148/148 [==============================] - 0s 74us/step - loss: 79252.7458 - mean_absolute_error: 239.9280 - val_loss: 134953.1400 - val_mean_absolute_error: 345.7180 Epoch 377/5000 148/148 [==============================] - 0s 68us/step - loss: 79206.4251 - mean_absolute_error: 239.8465 - val_loss: 134884.8219 - val_mean_absolute_error: 345.6235 Epoch 378/5000 148/148 [==============================] - 0s 68us/step - loss: 79158.9193 - mean_absolute_error: 239.7655 - val_loss: 134817.3206 - val_mean_absolute_error: 345.5302 Epoch 379/5000 148/148 [==============================] - 0s 88us/step - loss: 79113.4297 - mean_absolute_error: 239.6849 - val_loss: 134749.6688 - val_mean_absolute_error: 345.4370 Epoch 380/5000 148/148 [==============================] - 0s 74us/step - loss: 79066.9670 - mean_absolute_error: 239.6040 - val_loss: 134684.6019 - val_mean_absolute_error: 345.3473 Epoch 381/5000 148/148 [==============================] - 0s 68us/step - loss: 79022.6686 - mean_absolute_error: 239.5238 - val_loss: 134620.0038 - val_mean_absolute_error: 345.2580 Epoch 382/5000 148/148 [==============================] - 0s 81us/step - loss: 78978.0468 - mean_absolute_error: 239.4434 - val_loss: 134555.5875 - val_mean_absolute_error: 345.1682 Epoch 383/5000 148/148 [==============================] - 0s 68us/step - loss: 78931.9512 - mean_absolute_error: 239.3609 - val_loss: 134490.9119 - val_mean_absolute_error: 345.0785 Epoch 384/5000 148/148 [==============================] - 0s 68us/step - loss: 78886.5950 - mean_absolute_error: 239.2806 - val_loss: 134423.4925 - val_mean_absolute_error: 344.9849 Epoch 385/5000 148/148 [==============================] - 0s 74us/step - loss: 78839.7384 - mean_absolute_error: 239.1994 - val_loss: 134352.5581 - val_mean_absolute_error: 344.8872 Epoch 386/5000 148/148 [==============================] - 0s 68us/step - loss: 78791.2517 - mean_absolute_error: 239.1135 - val_loss: 134282.4781 - val_mean_absolute_error: 344.7909 Epoch 387/5000 148/148 [==============================] - 0s 74us/step - loss: 78744.4428 - mean_absolute_error: 239.0314 - val_loss: 134212.4813 - val_mean_absolute_error: 344.6952 Epoch 388/5000 148/148 [==============================] - 0s 68us/step - loss: 78696.7914 - mean_absolute_error: 238.9483 - val_loss: 134145.8488 - val_mean_absolute_error: 344.6036 Epoch 389/5000 148/148 [==============================] - 0s 74us/step - loss: 78650.3901 - mean_absolute_error: 238.8668 - val_loss: 134079.6212 - val_mean_absolute_error: 344.5122 Epoch 390/5000 148/148 [==============================] - 0s 81us/step - loss: 78605.2690 - mean_absolute_error: 238.7861 - val_loss: 134010.4981 - val_mean_absolute_error: 344.4166 Epoch 391/5000 148/148 [==============================] - 0s 68us/step - loss: 78557.5883 - mean_absolute_error: 238.7029 - val_loss: 133942.7794 - val_mean_absolute_error: 344.3229 Epoch 392/5000 148/148 [==============================] - 0s 68us/step - loss: 78511.7435 - mean_absolute_error: 238.6239 - val_loss: 133876.0612 - val_mean_absolute_error: 344.2304 Epoch 393/5000 148/148 [==============================] - 0s 74us/step - loss: 78467.2688 - mean_absolute_error: 238.5425 - val_loss: 133809.5031 - val_mean_absolute_error: 344.1383 Epoch 394/5000 148/148 [==============================] - 0s 68us/step - loss: 78422.3703 - mean_absolute_error: 238.4633 - val_loss: 133742.3469 - val_mean_absolute_error: 344.0461 Epoch 395/5000 148/148 [==============================] - 0s 74us/step - loss: 78375.6719 - mean_absolute_error: 238.3823 - val_loss: 133678.2225 - val_mean_absolute_error: 343.9578 Epoch 396/5000 148/148 [==============================] - 0s 74us/step - loss: 78331.6262 - mean_absolute_error: 238.3044 - val_loss: 133609.9800 - val_mean_absolute_error: 343.8637 Epoch 397/5000 148/148 [==============================] - 0s 61us/step - loss: 78285.3291 - mean_absolute_error: 238.2222 - val_loss: 133542.2581 - val_mean_absolute_error: 343.7703 Epoch 398/5000 148/148 [==============================] - 0s 61us/step - loss: 78240.0520 - mean_absolute_error: 238.1423 - val_loss: 133475.1981 - val_mean_absolute_error: 343.6776 Epoch 399/5000 148/148 [==============================] - 0s 68us/step - loss: 78193.7238 - mean_absolute_error: 238.0616 - val_loss: 133407.2588 - val_mean_absolute_error: 343.5838 Epoch 400/5000 148/148 [==============================] - 0s 74us/step - loss: 78147.5281 - mean_absolute_error: 237.9786 - val_loss: 133339.0794 - val_mean_absolute_error: 343.4895 Epoch 401/5000 148/148 [==============================] - 0s 68us/step - loss: 78099.3792 - mean_absolute_error: 237.8937 - val_loss: 133269.5487 - val_mean_absolute_error: 343.3936 Epoch 402/5000 148/148 [==============================] - 0s 68us/step - loss: 78051.7295 - mean_absolute_error: 237.8076 - val_loss: 133202.1869 - val_mean_absolute_error: 343.3000 Epoch 403/5000 148/148 [==============================] - 0s 68us/step - loss: 78005.4719 - mean_absolute_error: 237.7227 - val_loss: 133134.4381 - val_mean_absolute_error: 343.2059 Epoch 404/5000 148/148 [==============================] - 0s 81us/step - loss: 77957.4136 - mean_absolute_error: 237.6371 - val_loss: 133069.6762 - val_mean_absolute_error: 343.1162 Epoch 405/5000 148/148 [==============================] - 0s 68us/step - loss: 77912.5310 - mean_absolute_error: 237.5527 - val_loss: 133004.0506 - val_mean_absolute_error: 343.0253 Epoch 406/5000 148/148 [==============================] - 0s 74us/step - loss: 77866.5764 - mean_absolute_error: 237.4673 - val_loss: 132938.1950 - val_mean_absolute_error: 342.9339 Epoch 407/5000 148/148 [==============================] - 0s 68us/step - loss: 77821.6498 - mean_absolute_error: 237.3832 - val_loss: 132872.3438 - val_mean_absolute_error: 342.8424 Epoch 408/5000 148/148 [==============================] - 0s 68us/step - loss: 77774.4764 - mean_absolute_error: 237.2978 - val_loss: 132803.4050 - val_mean_absolute_error: 342.7467 Epoch 409/5000 148/148 [==============================] - 0s 68us/step - loss: 77726.3762 - mean_absolute_error: 237.2121 - val_loss: 132734.7256 - val_mean_absolute_error: 342.6512 Epoch 410/5000 148/148 [==============================] - 0s 68us/step - loss: 77681.1840 - mean_absolute_error: 237.1256 - val_loss: 132667.9637 - val_mean_absolute_error: 342.5582 Epoch 411/5000 148/148 [==============================] - 0s 74us/step - loss: 77633.5101 - mean_absolute_error: 237.0377 - val_loss: 132600.9556 - val_mean_absolute_error: 342.4649 Epoch 412/5000 148/148 [==============================] - 0s 68us/step - loss: 77587.5558 - mean_absolute_error: 236.9515 - val_loss: 132532.6419 - val_mean_absolute_error: 342.3696 Epoch 413/5000 148/148 [==============================] - 0s 68us/step - loss: 77539.3249 - mean_absolute_error: 236.8654 - val_loss: 132464.9119 - val_mean_absolute_error: 342.2752 Epoch 414/5000 148/148 [==============================] - 0s 81us/step - loss: 77494.0516 - mean_absolute_error: 236.7824 - val_loss: 132398.1550 - val_mean_absolute_error: 342.1821 Epoch 415/5000 148/148 [==============================] - 0s 68us/step - loss: 77448.9411 - mean_absolute_error: 236.6983 - val_loss: 132331.4813 - val_mean_absolute_error: 342.0892 Epoch 416/5000 148/148 [==============================] - 0s 74us/step - loss: 77403.2908 - mean_absolute_error: 236.6155 - val_loss: 132261.6700 - val_mean_absolute_error: 341.9918 Epoch 417/5000 148/148 [==============================] - 0s 74us/step - loss: 77356.3028 - mean_absolute_error: 236.5293 - val_loss: 132192.7938 - val_mean_absolute_error: 341.8952 Epoch 418/5000 148/148 [==============================] - 0s 74us/step - loss: 77309.0840 - mean_absolute_error: 236.4432 - val_loss: 132125.9706 - val_mean_absolute_error: 341.8017 Epoch 419/5000 148/148 [==============================] - 0s 68us/step - loss: 77261.8297 - mean_absolute_error: 236.3585 - val_loss: 132059.2600 - val_mean_absolute_error: 341.7085 Epoch 420/5000 148/148 [==============================] - 0s 68us/step - loss: 77216.4618 - mean_absolute_error: 236.2728 - val_loss: 131988.7075 - val_mean_absolute_error: 341.6099 Epoch 421/5000 148/148 [==============================] - 0s 74us/step - loss: 77167.8106 - mean_absolute_error: 236.1861 - val_loss: 131922.3569 - val_mean_absolute_error: 341.5172 Epoch 422/5000 148/148 [==============================] - 0s 68us/step - loss: 77122.5428 - mean_absolute_error: 236.1012 - val_loss: 131854.3612 - val_mean_absolute_error: 341.4223 Epoch 423/5000 148/148 [==============================] - 0s 74us/step - loss: 77075.6052 - mean_absolute_error: 236.0125 - val_loss: 131784.4163 - val_mean_absolute_error: 341.3249 Epoch 424/5000 148/148 [==============================] - 0s 68us/step - loss: 77027.9707 - mean_absolute_error: 235.9205 - val_loss: 131716.5619 - val_mean_absolute_error: 341.2299 Epoch 425/5000 148/148 [==============================] - 0s 74us/step - loss: 76978.6584 - mean_absolute_error: 235.8236 - val_loss: 131648.9838 - val_mean_absolute_error: 341.1353 Epoch 426/5000 148/148 [==============================] - 0s 61us/step - loss: 76929.6772 - mean_absolute_error: 235.7257 - val_loss: 131580.2225 - val_mean_absolute_error: 341.0390 Epoch 427/5000 148/148 [==============================] - 0s 74us/step - loss: 76882.4046 - mean_absolute_error: 235.6316 - val_loss: 131511.3781 - val_mean_absolute_error: 340.9425 Epoch 428/5000 148/148 [==============================] - 0s 74us/step - loss: 76833.3091 - mean_absolute_error: 235.5383 - val_loss: 131445.6988 - val_mean_absolute_error: 340.8502 Epoch 429/5000 148/148 [==============================] - 0s 68us/step - loss: 76788.2063 - mean_absolute_error: 235.4437 - val_loss: 131381.7563 - val_mean_absolute_error: 340.7600 Epoch 430/5000 148/148 [==============================] - 0s 74us/step - loss: 76743.2412 - mean_absolute_error: 235.3519 - val_loss: 131317.7638 - val_mean_absolute_error: 340.6698 Epoch 431/5000 148/148 [==============================] - 0s 68us/step - loss: 76697.6371 - mean_absolute_error: 235.2606 - val_loss: 131252.9138 - val_mean_absolute_error: 340.5786 Epoch 432/5000 148/148 [==============================] - 0s 68us/step - loss: 76651.2237 - mean_absolute_error: 235.1705 - val_loss: 131189.0156 - val_mean_absolute_error: 340.4887 Epoch 433/5000 148/148 [==============================] - 0s 74us/step - loss: 76605.4649 - mean_absolute_error: 235.0815 - val_loss: 131124.6619 - val_mean_absolute_error: 340.3974 Epoch 434/5000 148/148 [==============================] - 0s 74us/step - loss: 76559.3524 - mean_absolute_error: 234.9852 - val_loss: 131058.1000 - val_mean_absolute_error: 340.3030 Epoch 435/5000 148/148 [==============================] - 0s 61us/step - loss: 76512.1502 - mean_absolute_error: 234.8930 - val_loss: 130995.4981 - val_mean_absolute_error: 340.2138 Epoch 436/5000 148/148 [==============================] - 0s 74us/step - loss: 76467.1852 - mean_absolute_error: 234.8031 - val_loss: 130932.3550 - val_mean_absolute_error: 340.1244 Epoch 437/5000 148/148 [==============================] - 0s 68us/step - loss: 76422.0868 - mean_absolute_error: 234.7113 - val_loss: 130866.6369 - val_mean_absolute_error: 340.0317 Epoch 438/5000 148/148 [==============================] - 0s 61us/step - loss: 76376.4443 - mean_absolute_error: 234.6206 - val_loss: 130799.7088 - val_mean_absolute_error: 339.9374 Epoch 439/5000 148/148 [==============================] - 0s 74us/step - loss: 76329.5717 - mean_absolute_error: 234.5294 - val_loss: 130732.0338 - val_mean_absolute_error: 339.8422 Epoch 440/5000 148/148 [==============================] - 0s 61us/step - loss: 76282.9522 - mean_absolute_error: 234.4365 - val_loss: 130665.9469 - val_mean_absolute_error: 339.7487 Epoch 441/5000 148/148 [==============================] - 0s 68us/step - loss: 76236.0408 - mean_absolute_error: 234.3454 - val_loss: 130600.6894 - val_mean_absolute_error: 339.6565 Epoch 442/5000 148/148 [==============================] - 0s 68us/step - loss: 76191.3024 - mean_absolute_error: 234.2535 - val_loss: 130534.7744 - val_mean_absolute_error: 339.5634 Epoch 443/5000 148/148 [==============================] - 0s 74us/step - loss: 76143.9753 - mean_absolute_error: 234.1631 - val_loss: 130467.1325 - val_mean_absolute_error: 339.4679 Epoch 444/5000 148/148 [==============================] - 0s 68us/step - loss: 76097.9161 - mean_absolute_error: 234.0714 - val_loss: 130398.7925 - val_mean_absolute_error: 339.3713 Epoch 445/5000 148/148 [==============================] - 0s 68us/step - loss: 76051.1404 - mean_absolute_error: 233.9784 - val_loss: 130333.7937 - val_mean_absolute_error: 339.2787 Epoch 446/5000 148/148 [==============================] - 0s 68us/step - loss: 76005.1201 - mean_absolute_error: 233.8857 - val_loss: 130269.6094 - val_mean_absolute_error: 339.1873 Epoch 447/5000 148/148 [==============================] - 0s 61us/step - loss: 75959.4795 - mean_absolute_error: 233.7909 - val_loss: 130201.5437 - val_mean_absolute_error: 339.0905 Epoch 448/5000 148/148 [==============================] - 0s 74us/step - loss: 75911.5971 - mean_absolute_error: 233.6979 - val_loss: 130132.9238 - val_mean_absolute_error: 338.9933 Epoch 449/5000 148/148 [==============================] - 0s 81us/step - loss: 75864.9274 - mean_absolute_error: 233.6034 - val_loss: 130066.7806 - val_mean_absolute_error: 338.8997 Epoch 450/5000 148/148 [==============================] - 0s 74us/step - loss: 75819.0357 - mean_absolute_error: 233.5130 - val_loss: 130000.7137 - val_mean_absolute_error: 338.8064 Epoch 451/5000 148/148 [==============================] - 0s 68us/step - loss: 75772.5393 - mean_absolute_error: 233.4236 - val_loss: 129934.8550 - val_mean_absolute_error: 338.7133 Epoch 452/5000 148/148 [==============================] - 0s 68us/step - loss: 75726.8806 - mean_absolute_error: 233.3314 - val_loss: 129867.6069 - val_mean_absolute_error: 338.6181 Epoch 453/5000 148/148 [==============================] - 0s 68us/step - loss: 75678.1736 - mean_absolute_error: 233.2387 - val_loss: 129802.6337 - val_mean_absolute_error: 338.5262 Epoch 454/5000 148/148 [==============================] - 0s 68us/step - loss: 75632.2865 - mean_absolute_error: 233.1491 - val_loss: 129738.4012 - val_mean_absolute_error: 338.4350 Epoch 455/5000 148/148 [==============================] - 0s 68us/step - loss: 75588.3981 - mean_absolute_error: 233.0589 - val_loss: 129673.7075 - val_mean_absolute_error: 338.3430 Epoch 456/5000 148/148 [==============================] - 0s 74us/step - loss: 75542.6419 - mean_absolute_error: 232.9668 - val_loss: 129608.0875 - val_mean_absolute_error: 338.2499 Epoch 457/5000 148/148 [==============================] - 0s 68us/step - loss: 75495.9829 - mean_absolute_error: 232.8755 - val_loss: 129540.6331 - val_mean_absolute_error: 338.1541 Epoch 458/5000 148/148 [==============================] - 0s 68us/step - loss: 75449.7880 - mean_absolute_error: 232.7819 - val_loss: 129475.5819 - val_mean_absolute_error: 338.0618 Epoch 459/5000 148/148 [==============================] - 0s 68us/step - loss: 75403.5193 - mean_absolute_error: 232.6888 - val_loss: 129410.8231 - val_mean_absolute_error: 337.9695 Epoch 460/5000 148/148 [==============================] - 0s 68us/step - loss: 75357.6056 - mean_absolute_error: 232.5950 - val_loss: 129344.3794 - val_mean_absolute_error: 337.8749 Epoch 461/5000 148/148 [==============================] - 0s 74us/step - loss: 75310.7910 - mean_absolute_error: 232.5005 - val_loss: 129278.9987 - val_mean_absolute_error: 337.7815 Epoch 462/5000 148/148 [==============================] - 0s 74us/step - loss: 75264.5674 - mean_absolute_error: 232.4011 - val_loss: 129214.0969 - val_mean_absolute_error: 337.6883 Epoch 463/5000 148/148 [==============================] - 0s 68us/step - loss: 75216.8038 - mean_absolute_error: 232.2907 - val_loss: 129146.9056 - val_mean_absolute_error: 337.5927 Epoch 464/5000 148/148 [==============================] - 0s 68us/step - loss: 75168.8594 - mean_absolute_error: 232.1928 - val_loss: 129081.3094 - val_mean_absolute_error: 337.4995 Epoch 465/5000 148/148 [==============================] - 0s 74us/step - loss: 75122.4690 - mean_absolute_error: 232.0967 - val_loss: 129015.7038 - val_mean_absolute_error: 337.4064 Epoch 466/5000 148/148 [==============================] - 0s 68us/step - loss: 75076.1090 - mean_absolute_error: 231.9976 - val_loss: 128950.9500 - val_mean_absolute_error: 337.3146 Epoch 467/5000 148/148 [==============================] - 0s 74us/step - loss: 75029.4046 - mean_absolute_error: 231.8991 - val_loss: 128886.3169 - val_mean_absolute_error: 337.2232 Epoch 468/5000 148/148 [==============================] - 0s 68us/step - loss: 74983.0088 - mean_absolute_error: 231.8007 - val_loss: 128820.1481 - val_mean_absolute_error: 337.1293 Epoch 469/5000 148/148 [==============================] - 0s 74us/step - loss: 74936.9567 - mean_absolute_error: 231.7052 - val_loss: 128755.6738 - val_mean_absolute_error: 337.0376 Epoch 470/5000 148/148 [==============================] - 0s 74us/step - loss: 74891.2871 - mean_absolute_error: 231.6099 - val_loss: 128693.1119 - val_mean_absolute_error: 336.9485 Epoch 471/5000 148/148 [==============================] - 0s 74us/step - loss: 74846.2318 - mean_absolute_error: 231.5164 - val_loss: 128631.4675 - val_mean_absolute_error: 336.8603 Epoch 472/5000 148/148 [==============================] - 0s 74us/step - loss: 74801.8285 - mean_absolute_error: 231.4217 - val_loss: 128568.2344 - val_mean_absolute_error: 336.7690 Epoch 473/5000 148/148 [==============================] - 0s 68us/step - loss: 74755.7778 - mean_absolute_error: 231.3227 - val_loss: 128501.1775 - val_mean_absolute_error: 336.6726 Epoch 474/5000 148/148 [==============================] - 0s 74us/step - loss: 74708.3234 - mean_absolute_error: 231.2279 - val_loss: 128433.8438 - val_mean_absolute_error: 336.5765 Epoch 475/5000 148/148 [==============================] - 0s 68us/step - loss: 74661.8459 - mean_absolute_error: 231.1350 - val_loss: 128367.7487 - val_mean_absolute_error: 336.4820 Epoch 476/5000 148/148 [==============================] - 0s 74us/step - loss: 74613.0296 - mean_absolute_error: 231.0285 - val_loss: 128306.1225 - val_mean_absolute_error: 336.3931 Epoch 477/5000 148/148 [==============================] - 0s 68us/step - loss: 74563.3776 - mean_absolute_error: 230.9150 - val_loss: 128243.4800 - val_mean_absolute_error: 336.3023 Epoch 478/5000 148/148 [==============================] - 0s 74us/step - loss: 74515.5897 - mean_absolute_error: 230.8051 - val_loss: 128184.7825 - val_mean_absolute_error: 336.2158 Epoch 479/5000 148/148 [==============================] - 0s 68us/step - loss: 74467.9056 - mean_absolute_error: 230.6943 - val_loss: 128123.6625 - val_mean_absolute_error: 336.1269 Epoch 480/5000 148/148 [==============================] - 0s 68us/step - loss: 74416.8755 - mean_absolute_error: 230.5884 - val_loss: 128061.3262 - val_mean_absolute_error: 336.0370 Epoch 481/5000 148/148 [==============================] - 0s 74us/step - loss: 74368.4287 - mean_absolute_error: 230.4818 - val_loss: 127997.9069 - val_mean_absolute_error: 335.9458 Epoch 482/5000 148/148 [==============================] - 0s 68us/step - loss: 74321.1945 - mean_absolute_error: 230.3775 - val_loss: 127934.9144 - val_mean_absolute_error: 335.8552 Epoch 483/5000 148/148 [==============================] - 0s 68us/step - loss: 74273.8146 - mean_absolute_error: 230.2774 - val_loss: 127873.3700 - val_mean_absolute_error: 335.7668 Epoch 484/5000 148/148 [==============================] - 0s 68us/step - loss: 74227.6206 - mean_absolute_error: 230.1796 - val_loss: 127811.1194 - val_mean_absolute_error: 335.6779 Epoch 485/5000 148/148 [==============================] - 0s 68us/step - loss: 74182.4432 - mean_absolute_error: 230.0862 - val_loss: 127748.9994 - val_mean_absolute_error: 335.5896 Epoch 486/5000 148/148 [==============================] - 0s 68us/step - loss: 74136.1572 - mean_absolute_error: 229.9901 - val_loss: 127686.5356 - val_mean_absolute_error: 335.5003 Epoch 487/5000 148/148 [==============================] - 0s 68us/step - loss: 74091.5973 - mean_absolute_error: 229.8980 - val_loss: 127622.3188 - val_mean_absolute_error: 335.4087 Epoch 488/5000 148/148 [==============================] - 0s 74us/step - loss: 74046.5061 - mean_absolute_error: 229.8069 - val_loss: 127559.3469 - val_mean_absolute_error: 335.3183 Epoch 489/5000 148/148 [==============================] - 0s 68us/step - loss: 74000.1200 - mean_absolute_error: 229.7087 - val_loss: 127498.7988 - val_mean_absolute_error: 335.2312 Epoch 490/5000 148/148 [==============================] - 0s 74us/step - loss: 73956.6786 - mean_absolute_error: 229.6166 - val_loss: 127438.4894 - val_mean_absolute_error: 335.1444 Epoch 491/5000 148/148 [==============================] - 0s 68us/step - loss: 73912.0574 - mean_absolute_error: 229.5247 - val_loss: 127378.4375 - val_mean_absolute_error: 335.0581 Epoch 492/5000 148/148 [==============================] - 0s 68us/step - loss: 73867.4688 - mean_absolute_error: 229.4339 - val_loss: 127315.6719 - val_mean_absolute_error: 334.9681 Epoch 493/5000 148/148 [==============================] - 0s 68us/step - loss: 73823.1529 - mean_absolute_error: 229.3431 - val_loss: 127250.9100 - val_mean_absolute_error: 334.8749 Epoch 494/5000 148/148 [==============================] - 0s 68us/step - loss: 73778.3006 - mean_absolute_error: 229.2521 - val_loss: 127186.6913 - val_mean_absolute_error: 334.7825 Epoch 495/5000 148/148 [==============================] - 0s 68us/step - loss: 73732.3656 - mean_absolute_error: 229.1476 - val_loss: 127123.9219 - val_mean_absolute_error: 334.6914 Epoch 496/5000 148/148 [==============================] - 0s 74us/step - loss: 73681.2218 - mean_absolute_error: 229.0450 - val_loss: 127059.6706 - val_mean_absolute_error: 334.5984 Epoch 497/5000 148/148 [==============================] - 0s 61us/step - loss: 73634.7254 - mean_absolute_error: 228.9409 - val_loss: 126994.5338 - val_mean_absolute_error: 334.5048 Epoch 498/5000 148/148 [==============================] - 0s 68us/step - loss: 73587.3786 - mean_absolute_error: 228.8453 - val_loss: 126929.9487 - val_mean_absolute_error: 334.4116 Epoch 499/5000 148/148 [==============================] - 0s 74us/step - loss: 73541.1681 - mean_absolute_error: 228.7491 - val_loss: 126866.2000 - val_mean_absolute_error: 334.3196 Epoch 500/5000 148/148 [==============================] - 0s 74us/step - loss: 73495.4854 - mean_absolute_error: 228.6507 - val_loss: 126801.9381 - val_mean_absolute_error: 334.2271 Epoch 501/5000 148/148 [==============================] - 0s 61us/step - loss: 73448.4757 - mean_absolute_error: 228.5568 - val_loss: 126737.2006 - val_mean_absolute_error: 334.1339 Epoch 502/5000 148/148 [==============================] - 0s 74us/step - loss: 73403.2589 - mean_absolute_error: 228.4611 - val_loss: 126671.5900 - val_mean_absolute_error: 334.0393 Epoch 503/5000 148/148 [==============================] - 0s 74us/step - loss: 73356.7071 - mean_absolute_error: 228.3659 - val_loss: 126607.8406 - val_mean_absolute_error: 333.9475 Epoch 504/5000 148/148 [==============================] - 0s 74us/step - loss: 73312.7800 - mean_absolute_error: 228.2702 - val_loss: 126544.5156 - val_mean_absolute_error: 333.8562 Epoch 505/5000 148/148 [==============================] - 0s 68us/step - loss: 73266.7872 - mean_absolute_error: 228.1817 - val_loss: 126483.9381 - val_mean_absolute_error: 333.7685 Epoch 506/5000 148/148 [==============================] - 0s 68us/step - loss: 73222.6995 - mean_absolute_error: 228.0891 - val_loss: 126424.3075 - val_mean_absolute_error: 333.6814 Epoch 507/5000 148/148 [==============================] - 0s 74us/step - loss: 73179.2405 - mean_absolute_error: 227.9993 - val_loss: 126361.9394 - val_mean_absolute_error: 333.5907 Epoch 508/5000 148/148 [==============================] - 0s 68us/step - loss: 73134.0688 - mean_absolute_error: 227.9091 - val_loss: 126297.7200 - val_mean_absolute_error: 333.4977 Epoch 509/5000 148/148 [==============================] - 0s 74us/step - loss: 73087.4605 - mean_absolute_error: 227.8174 - val_loss: 126232.8769 - val_mean_absolute_error: 333.4036 Epoch 510/5000 148/148 [==============================] - 0s 74us/step - loss: 73040.3525 - mean_absolute_error: 227.7287 - val_loss: 126167.3556 - val_mean_absolute_error: 333.3092 Epoch 511/5000 148/148 [==============================] - 0s 68us/step - loss: 72993.6092 - mean_absolute_error: 227.6394 - val_loss: 126103.6981 - val_mean_absolute_error: 333.2173 Epoch 512/5000 148/148 [==============================] - 0s 68us/step - loss: 72946.5790 - mean_absolute_error: 227.5527 - val_loss: 126039.1481 - val_mean_absolute_error: 333.1241 Epoch 513/5000 148/148 [==============================] - 0s 88us/step - loss: 72900.4037 - mean_absolute_error: 227.4666 - val_loss: 125972.7544 - val_mean_absolute_error: 333.0282 Epoch 514/5000 148/148 [==============================] - 0s 88us/step - loss: 72854.7494 - mean_absolute_error: 227.3808 - val_loss: 125906.1094 - val_mean_absolute_error: 332.9312 Epoch 515/5000 148/148 [==============================] - 0s 68us/step - loss: 72807.8036 - mean_absolute_error: 227.2963 - val_loss: 125841.6044 - val_mean_absolute_error: 332.8374 Epoch 516/5000 148/148 [==============================] - 0s 68us/step - loss: 72762.3858 - mean_absolute_error: 227.2155 - val_loss: 125779.1519 - val_mean_absolute_error: 332.7469 Epoch 517/5000 148/148 [==============================] - 0s 74us/step - loss: 72717.9734 - mean_absolute_error: 227.1378 - val_loss: 125714.5606 - val_mean_absolute_error: 332.6535 Epoch 518/5000 148/148 [==============================] - 0s 68us/step - loss: 72672.3847 - mean_absolute_error: 227.0609 - val_loss: 125649.4069 - val_mean_absolute_error: 332.5589 Epoch 519/5000 148/148 [==============================] - 0s 68us/step - loss: 72626.7243 - mean_absolute_error: 226.9811 - val_loss: 125584.4500 - val_mean_absolute_error: 332.4649 Epoch 520/5000 148/148 [==============================] - 0s 74us/step - loss: 72580.1199 - mean_absolute_error: 226.9010 - val_loss: 125520.8981 - val_mean_absolute_error: 332.3724 Epoch 521/5000 148/148 [==============================] - 0s 74us/step - loss: 72535.1927 - mean_absolute_error: 226.8273 - val_loss: 125460.0744 - val_mean_absolute_error: 332.2836 Epoch 522/5000 148/148 [==============================] - 0s 68us/step - loss: 72491.8073 - mean_absolute_error: 226.7599 - val_loss: 125399.1069 - val_mean_absolute_error: 332.1945 Epoch 523/5000 148/148 [==============================] - 0s 74us/step - loss: 72444.9646 - mean_absolute_error: 226.6864 - val_loss: 125337.0169 - val_mean_absolute_error: 332.1041 Epoch 524/5000 148/148 [==============================] - 0s 61us/step - loss: 72400.2245 - mean_absolute_error: 226.6132 - val_loss: 125274.0475 - val_mean_absolute_error: 332.0124 Epoch 525/5000 148/148 [==============================] - 0s 68us/step - loss: 72355.1873 - mean_absolute_error: 226.5399 - val_loss: 125208.7444 - val_mean_absolute_error: 331.9176 Epoch 526/5000 148/148 [==============================] - 0s 74us/step - loss: 72307.5839 - mean_absolute_error: 226.4641 - val_loss: 125141.6875 - val_mean_absolute_error: 331.8205 Epoch 527/5000 148/148 [==============================] - 0s 68us/step - loss: 72261.4638 - mean_absolute_error: 226.3873 - val_loss: 125075.3219 - val_mean_absolute_error: 331.7244 Epoch 528/5000 148/148 [==============================] - 0s 81us/step - loss: 72215.0614 - mean_absolute_error: 226.3086 - val_loss: 125011.0725 - val_mean_absolute_error: 331.6310 Epoch 529/5000 148/148 [==============================] - 0s 74us/step - loss: 72170.2095 - mean_absolute_error: 226.2394 - val_loss: 124947.3281 - val_mean_absolute_error: 331.5379 Epoch 530/5000 148/148 [==============================] - 0s 68us/step - loss: 72124.9592 - mean_absolute_error: 226.1756 - val_loss: 124887.5106 - val_mean_absolute_error: 331.4495 Epoch 531/5000 148/148 [==============================] - 0s 68us/step - loss: 72078.0681 - mean_absolute_error: 226.0989 - val_loss: 124826.3956 - val_mean_absolute_error: 331.3599 Epoch 532/5000 148/148 [==============================] - 0s 61us/step - loss: 72033.5040 - mean_absolute_error: 226.0284 - val_loss: 124762.9200 - val_mean_absolute_error: 331.2671 Epoch 533/5000 148/148 [==============================] - 0s 74us/step - loss: 71987.1710 - mean_absolute_error: 225.9533 - val_loss: 124699.4812 - val_mean_absolute_error: 331.1744 Epoch 534/5000 148/148 [==============================] - 0s 61us/step - loss: 71942.4078 - mean_absolute_error: 225.8808 - val_loss: 124636.7531 - val_mean_absolute_error: 331.0825 Epoch 535/5000 148/148 [==============================] - 0s 74us/step - loss: 71898.6485 - mean_absolute_error: 225.8086 - val_loss: 124574.5769 - val_mean_absolute_error: 330.9915 Epoch 536/5000 148/148 [==============================] - 0s 68us/step - loss: 71853.9802 - mean_absolute_error: 225.7347 - val_loss: 124510.8256 - val_mean_absolute_error: 330.8988 Epoch 537/5000 148/148 [==============================] - 0s 68us/step - loss: 71808.8309 - mean_absolute_error: 225.6611 - val_loss: 124447.1438 - val_mean_absolute_error: 330.8061 Epoch 538/5000 148/148 [==============================] - 0s 68us/step - loss: 71764.3851 - mean_absolute_error: 225.5831 - val_loss: 124383.2519 - val_mean_absolute_error: 330.7128 Epoch 539/5000 148/148 [==============================] - 0s 74us/step - loss: 71720.5992 - mean_absolute_error: 225.5110 - val_loss: 124318.7737 - val_mean_absolute_error: 330.6185 Epoch 540/5000 148/148 [==============================] - 0s 68us/step - loss: 71674.7392 - mean_absolute_error: 225.4365 - val_loss: 124255.0688 - val_mean_absolute_error: 330.5251 Epoch 541/5000 148/148 [==============================] - 0s 74us/step - loss: 71630.1366 - mean_absolute_error: 225.3690 - val_loss: 124193.1512 - val_mean_absolute_error: 330.4329 Epoch 542/5000 148/148 [==============================] - 0s 74us/step - loss: 71581.8635 - mean_absolute_error: 225.3024 - val_loss: 124131.8569 - val_mean_absolute_error: 330.3425 Epoch 543/5000 148/148 [==============================] - 0s 68us/step - loss: 71537.4121 - mean_absolute_error: 225.2313 - val_loss: 124070.6000 - val_mean_absolute_error: 330.2528 Epoch 544/5000 148/148 [==============================] - 0s 74us/step - loss: 71493.9007 - mean_absolute_error: 225.1718 - val_loss: 124011.9631 - val_mean_absolute_error: 330.1665 Epoch 545/5000 148/148 [==============================] - 0s 74us/step - loss: 71449.9983 - mean_absolute_error: 225.1002 - val_loss: 123952.5788 - val_mean_absolute_error: 330.0793 Epoch 546/5000 148/148 [==============================] - 0s 74us/step - loss: 71406.9357 - mean_absolute_error: 225.0320 - val_loss: 123893.9487 - val_mean_absolute_error: 329.9924 Epoch 547/5000 148/148 [==============================] - 0s 68us/step - loss: 71364.0121 - mean_absolute_error: 224.9608 - val_loss: 123833.9187 - val_mean_absolute_error: 329.9038 Epoch 548/5000 148/148 [==============================] - 0s 68us/step - loss: 71321.5254 - mean_absolute_error: 224.8886 - val_loss: 123771.8156 - val_mean_absolute_error: 329.8127 Epoch 549/5000 148/148 [==============================] - 0s 74us/step - loss: 71277.0481 - mean_absolute_error: 224.8202 - val_loss: 123710.2800 - val_mean_absolute_error: 329.7226 Epoch 550/5000 148/148 [==============================] - 0s 74us/step - loss: 71234.7753 - mean_absolute_error: 224.7568 - val_loss: 123650.9394 - val_mean_absolute_error: 329.6353 Epoch 551/5000 148/148 [==============================] - 0s 61us/step - loss: 71191.2430 - mean_absolute_error: 224.6870 - val_loss: 123588.6906 - val_mean_absolute_error: 329.5434 Epoch 552/5000 148/148 [==============================] - 0s 74us/step - loss: 71147.2635 - mean_absolute_error: 224.6164 - val_loss: 123524.7575 - val_mean_absolute_error: 329.4488 Epoch 553/5000 148/148 [==============================] - 0s 74us/step - loss: 71103.8619 - mean_absolute_error: 224.5474 - val_loss: 123461.7131 - val_mean_absolute_error: 329.3557 Epoch 554/5000 148/148 [==============================] - 0s 68us/step - loss: 71059.5370 - mean_absolute_error: 224.4776 - val_loss: 123400.4519 - val_mean_absolute_error: 329.2655 Epoch 555/5000 148/148 [==============================] - 0s 74us/step - loss: 71015.7755 - mean_absolute_error: 224.4140 - val_loss: 123338.6631 - val_mean_absolute_error: 329.1749 Epoch 556/5000 148/148 [==============================] - 0s 68us/step - loss: 70970.3479 - mean_absolute_error: 224.3452 - val_loss: 123274.7663 - val_mean_absolute_error: 329.0816 Epoch 557/5000 148/148 [==============================] - 0s 61us/step - loss: 70925.9737 - mean_absolute_error: 224.2833 - val_loss: 123213.5712 - val_mean_absolute_error: 328.9919 Epoch 558/5000 148/148 [==============================] - 0s 68us/step - loss: 70883.7757 - mean_absolute_error: 224.2242 - val_loss: 123152.3525 - val_mean_absolute_error: 328.9022 Epoch 559/5000 148/148 [==============================] - 0s 74us/step - loss: 70841.5006 - mean_absolute_error: 224.1580 - val_loss: 123092.5694 - val_mean_absolute_error: 328.8145 Epoch 560/5000 148/148 [==============================] - 0s 68us/step - loss: 70800.3346 - mean_absolute_error: 224.0920 - val_loss: 123031.9194 - val_mean_absolute_error: 328.7256 Epoch 561/5000 148/148 [==============================] - 0s 68us/step - loss: 70757.0457 - mean_absolute_error: 224.0200 - val_loss: 122971.8150 - val_mean_absolute_error: 328.6367 Epoch 562/5000 148/148 [==============================] - 0s 74us/step - loss: 70715.0724 - mean_absolute_error: 223.9607 - val_loss: 122910.1831 - val_mean_absolute_error: 328.5457 Epoch 563/5000 148/148 [==============================] - 0s 61us/step - loss: 70669.8418 - mean_absolute_error: 223.8864 - val_loss: 122848.4619 - val_mean_absolute_error: 328.4544 Epoch 564/5000 148/148 [==============================] - 0s 68us/step - loss: 70625.9819 - mean_absolute_error: 223.8368 - val_loss: 122789.2856 - val_mean_absolute_error: 328.3657 Epoch 565/5000 148/148 [==============================] - 0s 74us/step - loss: 70578.7812 - mean_absolute_error: 223.7880 - val_loss: 122727.2188 - val_mean_absolute_error: 328.2739 Epoch 566/5000 148/148 [==============================] - 0s 68us/step - loss: 70532.1115 - mean_absolute_error: 223.7163 - val_loss: 122663.2487 - val_mean_absolute_error: 328.1795 Epoch 567/5000 148/148 [==============================] - 0s 68us/step - loss: 70488.3499 - mean_absolute_error: 223.6670 - val_loss: 122601.7388 - val_mean_absolute_error: 328.0880 Epoch 568/5000 148/148 [==============================] - 0s 68us/step - loss: 70442.0523 - mean_absolute_error: 223.6042 - val_loss: 122539.8475 - val_mean_absolute_error: 327.9962 Epoch 569/5000 148/148 [==============================] - 0s 68us/step - loss: 70398.2103 - mean_absolute_error: 223.5389 - val_loss: 122475.9637 - val_mean_absolute_error: 327.9020 Epoch 570/5000 148/148 [==============================] - 0s 68us/step - loss: 70353.2953 - mean_absolute_error: 223.4676 - val_loss: 122414.9763 - val_mean_absolute_error: 327.8121 Epoch 571/5000 148/148 [==============================] - 0s 74us/step - loss: 70311.6478 - mean_absolute_error: 223.3979 - val_loss: 122353.7181 - val_mean_absolute_error: 327.7221 Epoch 572/5000 148/148 [==============================] - 0s 61us/step - loss: 70269.2741 - mean_absolute_error: 223.3287 - val_loss: 122293.1794 - val_mean_absolute_error: 327.6329 Epoch 573/5000 148/148 [==============================] - 0s 61us/step - loss: 70226.7015 - mean_absolute_error: 223.2584 - val_loss: 122231.7675 - val_mean_absolute_error: 327.5424 Epoch 574/5000 148/148 [==============================] - 0s 74us/step - loss: 70184.7071 - mean_absolute_error: 223.1887 - val_loss: 122169.9431 - val_mean_absolute_error: 327.4516 Epoch 575/5000 148/148 [==============================] - 0s 61us/step - loss: 70142.4718 - mean_absolute_error: 223.1192 - val_loss: 122108.1431 - val_mean_absolute_error: 327.3600 Epoch 576/5000 148/148 [==============================] - 0s 61us/step - loss: 70099.7050 - mean_absolute_error: 223.0459 - val_loss: 122044.1650 - val_mean_absolute_error: 327.2655 Epoch 577/5000 148/148 [==============================] - 0s 74us/step - loss: 70056.0708 - mean_absolute_error: 222.9744 - val_loss: 121978.1812 - val_mean_absolute_error: 327.1685 Epoch 578/5000 148/148 [==============================] - 0s 74us/step - loss: 70010.9015 - mean_absolute_error: 222.8969 - val_loss: 121911.8894 - val_mean_absolute_error: 327.0710 Epoch 579/5000 148/148 [==============================] - 0s 68us/step - loss: 69966.5947 - mean_absolute_error: 222.8191 - val_loss: 121846.9987 - val_mean_absolute_error: 326.9751 Epoch 580/5000 148/148 [==============================] - 0s 68us/step - loss: 69922.7241 - mean_absolute_error: 222.7480 - val_loss: 121783.1138 - val_mean_absolute_error: 326.8809 Epoch 581/5000 148/148 [==============================] - 0s 68us/step - loss: 69878.6345 - mean_absolute_error: 222.6755 - val_loss: 121720.0663 - val_mean_absolute_error: 326.7880 Epoch 582/5000 148/148 [==============================] - 0s 68us/step - loss: 69836.6836 - mean_absolute_error: 222.6054 - val_loss: 121654.4944 - val_mean_absolute_error: 326.6914 Epoch 583/5000 148/148 [==============================] - 0s 68us/step - loss: 69792.6306 - mean_absolute_error: 222.5308 - val_loss: 121592.1969 - val_mean_absolute_error: 326.5996 Epoch 584/5000 148/148 [==============================] - 0s 68us/step - loss: 69750.8392 - mean_absolute_error: 222.4595 - val_loss: 121531.4456 - val_mean_absolute_error: 326.5102 Epoch 585/5000 148/148 [==============================] - 0s 68us/step - loss: 69709.1147 - mean_absolute_error: 222.3872 - val_loss: 121470.6837 - val_mean_absolute_error: 326.4208 Epoch 586/5000 148/148 [==============================] - 0s 74us/step - loss: 69666.8817 - mean_absolute_error: 222.3182 - val_loss: 121409.0619 - val_mean_absolute_error: 326.3296 Epoch 587/5000 148/148 [==============================] - 0s 74us/step - loss: 69624.2184 - mean_absolute_error: 222.2478 - val_loss: 121346.5381 - val_mean_absolute_error: 326.2374 Epoch 588/5000 148/148 [==============================] - 0s 68us/step - loss: 69581.2584 - mean_absolute_error: 222.1789 - val_loss: 121281.1319 - val_mean_absolute_error: 326.1412 Epoch 589/5000 148/148 [==============================] - 0s 74us/step - loss: 69537.3940 - mean_absolute_error: 222.1047 - val_loss: 121214.8150 - val_mean_absolute_error: 326.0437 Epoch 590/5000 148/148 [==============================] - 0s 68us/step - loss: 69492.3263 - mean_absolute_error: 222.0294 - val_loss: 121149.7475 - val_mean_absolute_error: 325.9481 Epoch 591/5000 148/148 [==============================] - 0s 61us/step - loss: 69449.1831 - mean_absolute_error: 221.9575 - val_loss: 121086.9281 - val_mean_absolute_error: 325.8555 Epoch 592/5000 148/148 [==============================] - 0s 68us/step - loss: 69406.6350 - mean_absolute_error: 221.8870 - val_loss: 121026.6087 - val_mean_absolute_error: 325.7664 Epoch 593/5000 148/148 [==============================] - 0s 74us/step - loss: 69366.2931 - mean_absolute_error: 221.8227 - val_loss: 120968.2563 - val_mean_absolute_error: 325.6794 Epoch 594/5000 148/148 [==============================] - 0s 68us/step - loss: 69325.8163 - mean_absolute_error: 221.7536 - val_loss: 120909.6350 - val_mean_absolute_error: 325.5919 Epoch 595/5000 148/148 [==============================] - 0s 68us/step - loss: 69284.6136 - mean_absolute_error: 221.6883 - val_loss: 120850.7375 - val_mean_absolute_error: 325.5045 Epoch 596/5000 148/148 [==============================] - 0s 68us/step - loss: 69243.5706 - mean_absolute_error: 221.6175 - val_loss: 120791.2619 - val_mean_absolute_error: 325.4160 Epoch 597/5000 148/148 [==============================] - 0s 74us/step - loss: 69201.7955 - mean_absolute_error: 221.5530 - val_loss: 120733.0175 - val_mean_absolute_error: 325.3293 Epoch 598/5000 148/148 [==============================] - 0s 68us/step - loss: 69161.1337 - mean_absolute_error: 221.4885 - val_loss: 120670.4956 - val_mean_absolute_error: 325.2365 Epoch 599/5000 148/148 [==============================] - 0s 74us/step - loss: 69116.7097 - mean_absolute_error: 221.4172 - val_loss: 120608.6300 - val_mean_absolute_error: 325.1447 Epoch 600/5000 148/148 [==============================] - 0s 74us/step - loss: 69074.5140 - mean_absolute_error: 221.3571 - val_loss: 120548.4000 - val_mean_absolute_error: 325.0544 Epoch 601/5000 148/148 [==============================] - 0s 61us/step - loss: 69030.8812 - mean_absolute_error: 221.3044 - val_loss: 120489.8412 - val_mean_absolute_error: 324.9666 Epoch 602/5000 148/148 [==============================] - 0s 68us/step - loss: 68988.3724 - mean_absolute_error: 221.2436 - val_loss: 120428.6181 - val_mean_absolute_error: 324.8756 Epoch 603/5000 148/148 [==============================] - 0s 74us/step - loss: 68944.3746 - mean_absolute_error: 221.1747 - val_loss: 120366.0481 - val_mean_absolute_error: 324.7824 Epoch 604/5000 148/148 [==============================] - 0s 68us/step - loss: 68901.6804 - mean_absolute_error: 221.1086 - val_loss: 120303.2850 - val_mean_absolute_error: 324.6887 Epoch 605/5000 148/148 [==============================] - 0s 74us/step - loss: 68858.9217 - mean_absolute_error: 221.0424 - val_loss: 120239.2731 - val_mean_absolute_error: 324.5926 Epoch 606/5000 148/148 [==============================] - 0s 74us/step - loss: 68816.5804 - mean_absolute_error: 220.9748 - val_loss: 120175.5019 - val_mean_absolute_error: 324.4975 Epoch 607/5000 148/148 [==============================] - 0s 68us/step - loss: 68772.7005 - mean_absolute_error: 220.9043 - val_loss: 120114.9081 - val_mean_absolute_error: 324.4072 Epoch 608/5000 148/148 [==============================] - 0s 68us/step - loss: 68731.5820 - mean_absolute_error: 220.8354 - val_loss: 120052.9425 - val_mean_absolute_error: 324.3151 Epoch 609/5000 148/148 [==============================] - 0s 68us/step - loss: 68690.0314 - mean_absolute_error: 220.7692 - val_loss: 119991.0931 - val_mean_absolute_error: 324.2234 Epoch 610/5000 148/148 [==============================] - 0s 68us/step - loss: 68647.6636 - mean_absolute_error: 220.7010 - val_loss: 119932.0875 - val_mean_absolute_error: 324.1358 Epoch 611/5000 148/148 [==============================] - 0s 68us/step - loss: 68608.0125 - mean_absolute_error: 220.6351 - val_loss: 119873.4388 - val_mean_absolute_error: 324.0487 Epoch 612/5000 148/148 [==============================] - 0s 74us/step - loss: 68568.3080 - mean_absolute_error: 220.5703 - val_loss: 119812.9056 - val_mean_absolute_error: 323.9590 Epoch 613/5000 148/148 [==============================] - 0s 74us/step - loss: 68527.3085 - mean_absolute_error: 220.5036 - val_loss: 119751.6163 - val_mean_absolute_error: 323.8682 Epoch 614/5000 148/148 [==============================] - 0s 61us/step - loss: 68485.8852 - mean_absolute_error: 220.4348 - val_loss: 119689.7012 - val_mean_absolute_error: 323.7762 Epoch 615/5000 148/148 [==============================] - 0s 74us/step - loss: 68443.6109 - mean_absolute_error: 220.3633 - val_loss: 119629.0306 - val_mean_absolute_error: 323.6858 Epoch 616/5000 148/148 [==============================] - 0s 68us/step - loss: 68403.0954 - mean_absolute_error: 220.2999 - val_loss: 119568.4837 - val_mean_absolute_error: 323.5949 Epoch 617/5000 148/148 [==============================] - 0s 68us/step - loss: 68362.6486 - mean_absolute_error: 220.2328 - val_loss: 119506.1738 - val_mean_absolute_error: 323.5014 Epoch 618/5000 148/148 [==============================] - 0s 68us/step - loss: 68320.8231 - mean_absolute_error: 220.1700 - val_loss: 119445.7850 - val_mean_absolute_error: 323.4104 Epoch 619/5000 148/148 [==============================] - 0s 68us/step - loss: 68279.5458 - mean_absolute_error: 220.0992 - val_loss: 119383.6831 - val_mean_absolute_error: 323.3173 Epoch 620/5000 148/148 [==============================] - 0s 68us/step - loss: 68236.3300 - mean_absolute_error: 220.0398 - val_loss: 119324.8544 - val_mean_absolute_error: 323.2281 Epoch 621/5000 148/148 [==============================] - 0s 68us/step - loss: 68195.3641 - mean_absolute_error: 219.9886 - val_loss: 119264.8844 - val_mean_absolute_error: 323.1374 Epoch 622/5000 148/148 [==============================] - 0s 68us/step - loss: 68153.4617 - mean_absolute_error: 219.9242 - val_loss: 119204.6288 - val_mean_absolute_error: 323.0469 Epoch 623/5000 148/148 [==============================] - 0s 68us/step - loss: 68112.8016 - mean_absolute_error: 219.8588 - val_loss: 119146.2931 - val_mean_absolute_error: 322.9605 Epoch 624/5000 148/148 [==============================] - 0s 68us/step - loss: 68073.9891 - mean_absolute_error: 219.7979 - val_loss: 119086.0250 - val_mean_absolute_error: 322.8720 Epoch 625/5000 148/148 [==============================] - 0s 74us/step - loss: 68032.2660 - mean_absolute_error: 219.7396 - val_loss: 119026.0419 - val_mean_absolute_error: 322.7839 Epoch 626/5000 148/148 [==============================] - 0s 68us/step - loss: 67991.5053 - mean_absolute_error: 219.6734 - val_loss: 118967.2831 - val_mean_absolute_error: 322.6974 Epoch 627/5000 148/148 [==============================] - 0s 68us/step - loss: 67951.5291 - mean_absolute_error: 219.6096 - val_loss: 118907.7831 - val_mean_absolute_error: 322.6097 Epoch 628/5000 148/148 [==============================] - 0s 68us/step - loss: 67911.2245 - mean_absolute_error: 219.5454 - val_loss: 118846.4125 - val_mean_absolute_error: 322.5194 Epoch 629/5000 148/148 [==============================] - 0s 74us/step - loss: 67870.2090 - mean_absolute_error: 219.4784 - val_loss: 118786.5356 - val_mean_absolute_error: 322.4312 Epoch 630/5000 148/148 [==============================] - 0s 74us/step - loss: 67829.8231 - mean_absolute_error: 219.4131 - val_loss: 118726.9331 - val_mean_absolute_error: 322.3432 Epoch 631/5000 148/148 [==============================] - 0s 68us/step - loss: 67789.6261 - mean_absolute_error: 219.3445 - val_loss: 118667.6375 - val_mean_absolute_error: 322.2558 Epoch 632/5000 148/148 [==============================] - 0s 61us/step - loss: 67748.7265 - mean_absolute_error: 219.2781 - val_loss: 118609.1669 - val_mean_absolute_error: 322.1700 Epoch 633/5000 148/148 [==============================] - 0s 74us/step - loss: 67709.1634 - mean_absolute_error: 219.2152 - val_loss: 118547.6962 - val_mean_absolute_error: 322.0793 Epoch 634/5000 148/148 [==============================] - 0s 68us/step - loss: 67667.5917 - mean_absolute_error: 219.1535 - val_loss: 118486.1656 - val_mean_absolute_error: 321.9887 Epoch 635/5000 148/148 [==============================] - 0s 68us/step - loss: 67624.9011 - mean_absolute_error: 219.0953 - val_loss: 118424.8756 - val_mean_absolute_error: 321.8984 Epoch 636/5000 148/148 [==============================] - 0s 81us/step - loss: 67582.9436 - mean_absolute_error: 219.0295 - val_loss: 118364.6650 - val_mean_absolute_error: 321.8096 Epoch 637/5000 148/148 [==============================] - 0s 74us/step - loss: 67540.5317 - mean_absolute_error: 218.9702 - val_loss: 118305.9169 - val_mean_absolute_error: 321.7232 Epoch 638/5000 148/148 [==============================] - 0s 68us/step - loss: 67499.8184 - mean_absolute_error: 218.9315 - val_loss: 118244.5194 - val_mean_absolute_error: 321.6327 Epoch 639/5000 148/148 [==============================] - 0s 68us/step - loss: 67457.6491 - mean_absolute_error: 218.8720 - val_loss: 118185.1456 - val_mean_absolute_error: 321.5450 Epoch 640/5000 148/148 [==============================] - 0s 74us/step - loss: 67418.7816 - mean_absolute_error: 218.8102 - val_loss: 118127.4219 - val_mean_absolute_error: 321.4597 Epoch 641/5000 148/148 [==============================] - 0s 61us/step - loss: 67379.9232 - mean_absolute_error: 218.7460 - val_loss: 118072.0087 - val_mean_absolute_error: 321.3776 Epoch 642/5000 148/148 [==============================] - 0s 68us/step - loss: 67342.2318 - mean_absolute_error: 218.6923 - val_loss: 118013.7656 - val_mean_absolute_error: 321.2930 Epoch 643/5000 148/148 [==============================] - 0s 81us/step - loss: 67302.2505 - mean_absolute_error: 218.6314 - val_loss: 117954.5669 - val_mean_absolute_error: 321.2075 Epoch 644/5000 148/148 [==============================] - 0s 68us/step - loss: 67262.6289 - mean_absolute_error: 218.5674 - val_loss: 117894.8606 - val_mean_absolute_error: 321.1209 Epoch 645/5000 148/148 [==============================] - 0s 68us/step - loss: 67221.4493 - mean_absolute_error: 218.5016 - val_loss: 117835.6344 - val_mean_absolute_error: 321.0351 Epoch 646/5000 148/148 [==============================] - 0s 74us/step - loss: 67182.2612 - mean_absolute_error: 218.4449 - val_loss: 117776.7069 - val_mean_absolute_error: 320.9503 Epoch 647/5000 148/148 [==============================] - 0s 74us/step - loss: 67141.7222 - mean_absolute_error: 218.3992 - val_loss: 117717.1450 - val_mean_absolute_error: 320.8642 Epoch 648/5000 148/148 [==============================] - 0s 68us/step - loss: 67100.9449 - mean_absolute_error: 218.3383 - val_loss: 117658.3844 - val_mean_absolute_error: 320.7789 Epoch 649/5000 148/148 [==============================] - 0s 74us/step - loss: 67060.6260 - mean_absolute_error: 218.2754 - val_loss: 117598.6631 - val_mean_absolute_error: 320.6921 Epoch 650/5000 148/148 [==============================] - 0s 61us/step - loss: 67021.2346 - mean_absolute_error: 218.2117 - val_loss: 117538.3444 - val_mean_absolute_error: 320.6044 Epoch 651/5000 148/148 [==============================] - 0s 61us/step - loss: 66981.9346 - mean_absolute_error: 218.1459 - val_loss: 117478.6888 - val_mean_absolute_error: 320.5177 Epoch 652/5000 148/148 [==============================] - 0s 68us/step - loss: 66941.3600 - mean_absolute_error: 218.0801 - val_loss: 117420.5125 - val_mean_absolute_error: 320.4331 Epoch 653/5000 148/148 [==============================] - 0s 74us/step - loss: 66902.4173 - mean_absolute_error: 218.0249 - val_loss: 117362.3181 - val_mean_absolute_error: 320.3489 Epoch 654/5000 148/148 [==============================] - 0s 68us/step - loss: 66863.1745 - mean_absolute_error: 217.9626 - val_loss: 117304.7012 - val_mean_absolute_error: 320.2654 Epoch 655/5000 148/148 [==============================] - 0s 68us/step - loss: 66824.1123 - mean_absolute_error: 217.8981 - val_loss: 117246.3825 - val_mean_absolute_error: 320.1806 Epoch 656/5000 148/148 [==============================] - 0s 68us/step - loss: 66783.6382 - mean_absolute_error: 217.8354 - val_loss: 117188.1075 - val_mean_absolute_error: 320.0963 Epoch 657/5000 148/148 [==============================] - 0s 68us/step - loss: 66744.8935 - mean_absolute_error: 217.7770 - val_loss: 117131.0544 - val_mean_absolute_error: 320.0138 Epoch 658/5000 148/148 [==============================] - 0s 68us/step - loss: 66705.6498 - mean_absolute_error: 217.7186 - val_loss: 117072.8731 - val_mean_absolute_error: 319.9292 Epoch 659/5000 148/148 [==============================] - 0s 68us/step - loss: 66665.9648 - mean_absolute_error: 217.6557 - val_loss: 117013.7544 - val_mean_absolute_error: 319.8432 Epoch 660/5000 148/148 [==============================] - 0s 61us/step - loss: 66626.2732 - mean_absolute_error: 217.5980 - val_loss: 116953.9531 - val_mean_absolute_error: 319.7562 Epoch 661/5000 148/148 [==============================] - 0s 61us/step - loss: 66585.3340 - mean_absolute_error: 217.5314 - val_loss: 116891.5175 - val_mean_absolute_error: 319.6650 Epoch 662/5000 148/148 [==============================] - 0s 74us/step - loss: 66545.0823 - mean_absolute_error: 217.4691 - val_loss: 116830.7688 - val_mean_absolute_error: 319.5764 Epoch 663/5000 148/148 [==============================] - 0s 74us/step - loss: 66504.3064 - mean_absolute_error: 217.4058 - val_loss: 116773.6788 - val_mean_absolute_error: 319.4929 Epoch 664/5000 148/148 [==============================] - 0s 74us/step - loss: 66466.7280 - mean_absolute_error: 217.3469 - val_loss: 116716.3119 - val_mean_absolute_error: 319.4088 Epoch 665/5000 148/148 [==============================] - 0s 61us/step - loss: 66427.6895 - mean_absolute_error: 217.2801 - val_loss: 116657.8125 - val_mean_absolute_error: 319.3231 Epoch 666/5000 148/148 [==============================] - 0s 74us/step - loss: 66389.1292 - mean_absolute_error: 217.2163 - val_loss: 116599.4125 - val_mean_absolute_error: 319.2376 Epoch 667/5000 148/148 [==============================] - 0s 68us/step - loss: 66349.8179 - mean_absolute_error: 217.1473 - val_loss: 116539.8569 - val_mean_absolute_error: 319.1503 Epoch 668/5000 148/148 [==============================] - 0s 74us/step - loss: 66310.7398 - mean_absolute_error: 217.0848 - val_loss: 116480.6869 - val_mean_absolute_error: 319.0637 Epoch 669/5000 148/148 [==============================] - 0s 61us/step - loss: 66270.1293 - mean_absolute_error: 217.0195 - val_loss: 116419.1494 - val_mean_absolute_error: 318.9734 Epoch 670/5000 148/148 [==============================] - 0s 61us/step - loss: 66228.1902 - mean_absolute_error: 216.9505 - val_loss: 116357.1656 - val_mean_absolute_error: 318.8824 Epoch 671/5000 148/148 [==============================] - 0s 81us/step - loss: 66187.6303 - mean_absolute_error: 216.8858 - val_loss: 116296.3400 - val_mean_absolute_error: 318.7933 Epoch 672/5000 148/148 [==============================] - 0s 68us/step - loss: 66147.8060 - mean_absolute_error: 216.8264 - val_loss: 116234.4600 - val_mean_absolute_error: 318.7028 Epoch 673/5000 148/148 [==============================] - 0s 74us/step - loss: 66105.5519 - mean_absolute_error: 216.7662 - val_loss: 116176.9994 - val_mean_absolute_error: 318.6192 Epoch 674/5000 148/148 [==============================] - 0s 74us/step - loss: 66066.7240 - mean_absolute_error: 216.7180 - val_loss: 116118.5856 - val_mean_absolute_error: 318.5339 Epoch 675/5000 148/148 [==============================] - 0s 74us/step - loss: 66027.4012 - mean_absolute_error: 216.6597 - val_loss: 116059.1025 - val_mean_absolute_error: 318.4467 Epoch 676/5000 148/148 [==============================] - 0s 68us/step - loss: 65988.6425 - mean_absolute_error: 216.5938 - val_loss: 116000.8062 - val_mean_absolute_error: 318.3611 Epoch 677/5000 148/148 [==============================] - 0s 74us/step - loss: 65949.6104 - mean_absolute_error: 216.5251 - val_loss: 115942.7281 - val_mean_absolute_error: 318.2758 Epoch 678/5000 148/148 [==============================] - 0s 68us/step - loss: 65912.1812 - mean_absolute_error: 216.4610 - val_loss: 115883.6431 - val_mean_absolute_error: 318.1891 Epoch 679/5000 148/148 [==============================] - 0s 68us/step - loss: 65872.6882 - mean_absolute_error: 216.3938 - val_loss: 115825.1694 - val_mean_absolute_error: 318.1031 Epoch 680/5000 148/148 [==============================] - 0s 74us/step - loss: 65834.0129 - mean_absolute_error: 216.3263 - val_loss: 115767.0287 - val_mean_absolute_error: 318.0177 Epoch 681/5000 148/148 [==============================] - 0s 74us/step - loss: 65796.0073 - mean_absolute_error: 216.2613 - val_loss: 115708.7325 - val_mean_absolute_error: 317.9320 Epoch 682/5000 148/148 [==============================] - 0s 68us/step - loss: 65755.9888 - mean_absolute_error: 216.1901 - val_loss: 115649.7381 - val_mean_absolute_error: 317.8453 Epoch 683/5000 148/148 [==============================] - 0s 74us/step - loss: 65717.9786 - mean_absolute_error: 216.1221 - val_loss: 115590.0762 - val_mean_absolute_error: 317.7577 Epoch 684/5000 148/148 [==============================] - 0s 74us/step - loss: 65679.0762 - mean_absolute_error: 216.0536 - val_loss: 115533.2031 - val_mean_absolute_error: 317.6741 Epoch 685/5000 148/148 [==============================] - 0s 74us/step - loss: 65641.0020 - mean_absolute_error: 215.9849 - val_loss: 115473.4619 - val_mean_absolute_error: 317.5861 Epoch 686/5000 148/148 [==============================] - 0s 61us/step - loss: 65601.8107 - mean_absolute_error: 215.9167 - val_loss: 115412.6231 - val_mean_absolute_error: 317.4965 Epoch 687/5000 148/148 [==============================] - 0s 74us/step - loss: 65561.5018 - mean_absolute_error: 215.8496 - val_loss: 115353.1906 - val_mean_absolute_error: 317.4090 Epoch 688/5000 148/148 [==============================] - 0s 81us/step - loss: 65523.5485 - mean_absolute_error: 215.7865 - val_loss: 115294.2931 - val_mean_absolute_error: 317.3223 Epoch 689/5000 148/148 [==============================] - 0s 74us/step - loss: 65483.8753 - mean_absolute_error: 215.7215 - val_loss: 115238.0169 - val_mean_absolute_error: 317.2395 Epoch 690/5000 148/148 [==============================] - 0s 95us/step - loss: 65447.6192 - mean_absolute_error: 215.6577 - val_loss: 115182.1281 - val_mean_absolute_error: 317.1571 Epoch 691/5000 148/148 [==============================] - 0s 74us/step - loss: 65410.1276 - mean_absolute_error: 215.5894 - val_loss: 115125.2675 - val_mean_absolute_error: 317.0735 Epoch 692/5000 148/148 [==============================] - 0s 68us/step - loss: 65372.9686 - mean_absolute_error: 215.5269 - val_loss: 115069.3362 - val_mean_absolute_error: 316.9915 Epoch 693/5000 148/148 [==============================] - 0s 74us/step - loss: 65334.6898 - mean_absolute_error: 215.4740 - val_loss: 115014.1313 - val_mean_absolute_error: 316.9108 Epoch 694/5000 148/148 [==============================] - 0s 68us/step - loss: 65297.1948 - mean_absolute_error: 215.4318 - val_loss: 114958.1069 - val_mean_absolute_error: 316.8286 Epoch 695/5000 148/148 [==============================] - 0s 74us/step - loss: 65258.1947 - mean_absolute_error: 215.3803 - val_loss: 114902.2119 - val_mean_absolute_error: 316.7463 Epoch 696/5000 148/148 [==============================] - 0s 68us/step - loss: 65220.1148 - mean_absolute_error: 215.3241 - val_loss: 114845.3950 - val_mean_absolute_error: 316.6627 Epoch 697/5000 148/148 [==============================] - 0s 68us/step - loss: 65180.2990 - mean_absolute_error: 215.2712 - val_loss: 114788.1075 - val_mean_absolute_error: 316.5788 Epoch 698/5000 148/148 [==============================] - 0s 74us/step - loss: 65141.7979 - mean_absolute_error: 215.2299 - val_loss: 114730.1031 - val_mean_absolute_error: 316.4936 Epoch 699/5000 148/148 [==============================] - 0s 61us/step - loss: 65102.6464 - mean_absolute_error: 215.1792 - val_loss: 114671.9100 - val_mean_absolute_error: 316.4079 Epoch 700/5000 148/148 [==============================] - 0s 61us/step - loss: 65063.9890 - mean_absolute_error: 215.1262 - val_loss: 114616.8069 - val_mean_absolute_error: 316.3272 Epoch 701/5000 148/148 [==============================] - 0s 81us/step - loss: 65026.3771 - mean_absolute_error: 215.0738 - val_loss: 114561.5831 - val_mean_absolute_error: 316.2462 Epoch 702/5000 148/148 [==============================] - 0s 68us/step - loss: 64989.4855 - mean_absolute_error: 215.0197 - val_loss: 114505.2769 - val_mean_absolute_error: 316.1633 Epoch 703/5000 148/148 [==============================] - 0s 74us/step - loss: 64951.0889 - mean_absolute_error: 214.9619 - val_loss: 114448.1719 - val_mean_absolute_error: 316.0790 Epoch 704/5000 148/148 [==============================] - 0s 74us/step - loss: 64913.5604 - mean_absolute_error: 214.9002 - val_loss: 114389.3825 - val_mean_absolute_error: 315.9922 Epoch 705/5000 148/148 [==============================] - 0s 81us/step - loss: 64874.5693 - mean_absolute_error: 214.8342 - val_loss: 114332.1300 - val_mean_absolute_error: 315.9080 Epoch 706/5000 148/148 [==============================] - 0s 74us/step - loss: 64836.0136 - mean_absolute_error: 214.7819 - val_loss: 114278.0813 - val_mean_absolute_error: 315.8286 Epoch 707/5000 148/148 [==============================] - 0s 74us/step - loss: 64799.7258 - mean_absolute_error: 214.7406 - val_loss: 114222.8450 - val_mean_absolute_error: 315.7473 Epoch 708/5000 148/148 [==============================] - 0s 74us/step - loss: 64761.1913 - mean_absolute_error: 214.6907 - val_loss: 114164.7406 - val_mean_absolute_error: 315.6616 Epoch 709/5000 148/148 [==============================] - 0s 68us/step - loss: 64722.6582 - mean_absolute_error: 214.6432 - val_loss: 114109.3800 - val_mean_absolute_error: 315.5799 Epoch 710/5000 148/148 [==============================] - 0s 68us/step - loss: 64685.1031 - mean_absolute_error: 214.6017 - val_loss: 114053.9344 - val_mean_absolute_error: 315.4979 Epoch 711/5000 148/148 [==============================] - 0s 74us/step - loss: 64647.6175 - mean_absolute_error: 214.5472 - val_loss: 113998.5650 - val_mean_absolute_error: 315.4161 Epoch 712/5000 148/148 [==============================] - 0s 68us/step - loss: 64610.3463 - mean_absolute_error: 214.4909 - val_loss: 113941.5363 - val_mean_absolute_error: 315.3319 Epoch 713/5000 148/148 [==============================] - 0s 68us/step - loss: 64572.8575 - mean_absolute_error: 214.4321 - val_loss: 113885.0544 - val_mean_absolute_error: 315.2485 Epoch 714/5000 148/148 [==============================] - 0s 68us/step - loss: 64536.3979 - mean_absolute_error: 214.3743 - val_loss: 113829.2075 - val_mean_absolute_error: 315.1659 Epoch 715/5000 148/148 [==============================] - 0s 68us/step - loss: 64498.9580 - mean_absolute_error: 214.3126 - val_loss: 113773.2681 - val_mean_absolute_error: 315.0829 Epoch 716/5000 148/148 [==============================] - 0s 68us/step - loss: 64460.7534 - mean_absolute_error: 214.2515 - val_loss: 113717.0194 - val_mean_absolute_error: 314.9995 Epoch 717/5000 148/148 [==============================] - 0s 74us/step - loss: 64423.5878 - mean_absolute_error: 214.1881 - val_loss: 113658.5538 - val_mean_absolute_error: 314.9126 Epoch 718/5000 148/148 [==============================] - 0s 68us/step - loss: 64384.9209 - mean_absolute_error: 214.1226 - val_loss: 113599.6337 - val_mean_absolute_error: 314.8252 Epoch 719/5000 148/148 [==============================] - 0s 68us/step - loss: 64346.3407 - mean_absolute_error: 214.0673 - val_loss: 113542.9875 - val_mean_absolute_error: 314.7417 Epoch 720/5000 148/148 [==============================] - 0s 68us/step - loss: 64309.0622 - mean_absolute_error: 214.0274 - val_loss: 113486.2762 - val_mean_absolute_error: 314.6581 Epoch 721/5000 148/148 [==============================] - 0s 74us/step - loss: 64269.8515 - mean_absolute_error: 213.9811 - val_loss: 113429.2275 - val_mean_absolute_error: 314.5735 Epoch 722/5000 148/148 [==============================] - 0s 68us/step - loss: 64232.0233 - mean_absolute_error: 213.9278 - val_loss: 113373.5444 - val_mean_absolute_error: 314.4909 Epoch 723/5000 148/148 [==============================] - 0s 68us/step - loss: 64195.3811 - mean_absolute_error: 213.8741 - val_loss: 113317.2694 - val_mean_absolute_error: 314.4071 Epoch 724/5000 148/148 [==============================] - 0s 68us/step - loss: 64156.5148 - mean_absolute_error: 213.8090 - val_loss: 113261.7819 - val_mean_absolute_error: 314.3244 Epoch 725/5000 148/148 [==============================] - 0s 68us/step - loss: 64120.6055 - mean_absolute_error: 213.7457 - val_loss: 113204.4787 - val_mean_absolute_error: 314.2391 Epoch 726/5000 148/148 [==============================] - 0s 68us/step - loss: 64082.5395 - mean_absolute_error: 213.6787 - val_loss: 113146.8381 - val_mean_absolute_error: 314.1532 Epoch 727/5000 148/148 [==============================] - 0s 81us/step - loss: 64044.5725 - mean_absolute_error: 213.6103 - val_loss: 113087.6987 - val_mean_absolute_error: 314.0651 Epoch 728/5000 148/148 [==============================] - 0s 74us/step - loss: 64005.4892 - mean_absolute_error: 213.5415 - val_loss: 113029.6231 - val_mean_absolute_error: 313.9786 Epoch 729/5000 148/148 [==============================] - 0s 68us/step - loss: 63967.2078 - mean_absolute_error: 213.4746 - val_loss: 112970.9650 - val_mean_absolute_error: 313.8911 Epoch 730/5000 148/148 [==============================] - 0s 74us/step - loss: 63928.6683 - mean_absolute_error: 213.4074 - val_loss: 112911.4069 - val_mean_absolute_error: 313.8022 Epoch 731/5000 148/148 [==============================] - 0s 81us/step - loss: 63889.8628 - mean_absolute_error: 213.3412 - val_loss: 112853.0750 - val_mean_absolute_error: 313.7152 Epoch 732/5000 148/148 [==============================] - 0s 61us/step - loss: 63852.9652 - mean_absolute_error: 213.2847 - val_loss: 112795.6019 - val_mean_absolute_error: 313.6294 Epoch 733/5000 148/148 [==============================] - 0s 68us/step - loss: 63813.7992 - mean_absolute_error: 213.2182 - val_loss: 112740.8463 - val_mean_absolute_error: 313.5476 Epoch 734/5000 148/148 [==============================] - 0s 74us/step - loss: 63779.5378 - mean_absolute_error: 213.1538 - val_loss: 112684.1987 - val_mean_absolute_error: 313.4630 Epoch 735/5000 148/148 [==============================] - 0s 74us/step - loss: 63743.1795 - mean_absolute_error: 213.0844 - val_loss: 112630.7213 - val_mean_absolute_error: 313.3831 Epoch 736/5000 148/148 [==============================] - 0s 68us/step - loss: 63707.3539 - mean_absolute_error: 213.0169 - val_loss: 112577.0031 - val_mean_absolute_error: 313.3028 Epoch 737/5000 148/148 [==============================] - 0s 74us/step - loss: 63671.6190 - mean_absolute_error: 212.9533 - val_loss: 112522.7962 - val_mean_absolute_error: 313.2216 Epoch 738/5000 148/148 [==============================] - 0s 68us/step - loss: 63635.9733 - mean_absolute_error: 212.8856 - val_loss: 112468.2244 - val_mean_absolute_error: 313.1400 Epoch 739/5000 148/148 [==============================] - 0s 61us/step - loss: 63600.2804 - mean_absolute_error: 212.8519 - val_loss: 112414.0256 - val_mean_absolute_error: 313.0600 Epoch 740/5000 148/148 [==============================] - 0s 74us/step - loss: 63562.1346 - mean_absolute_error: 212.8181 - val_loss: 112359.6556 - val_mean_absolute_error: 312.9794 Epoch 741/5000 148/148 [==============================] - 0s 68us/step - loss: 63524.5164 - mean_absolute_error: 212.7774 - val_loss: 112304.9656 - val_mean_absolute_error: 312.8980 Epoch 742/5000 148/148 [==============================] - 0s 61us/step - loss: 63488.4889 - mean_absolute_error: 212.7354 - val_loss: 112249.5456 - val_mean_absolute_error: 312.8157 Epoch 743/5000 148/148 [==============================] - 0s 74us/step - loss: 63452.0348 - mean_absolute_error: 212.7042 - val_loss: 112194.7394 - val_mean_absolute_error: 312.7343 Epoch 744/5000 148/148 [==============================] - 0s 61us/step - loss: 63414.7193 - mean_absolute_error: 212.6541 - val_loss: 112138.8950 - val_mean_absolute_error: 312.6511 Epoch 745/5000 148/148 [==============================] - 0s 68us/step - loss: 63376.5086 - mean_absolute_error: 212.5925 - val_loss: 112081.1825 - val_mean_absolute_error: 312.5647 Epoch 746/5000 148/148 [==============================] - 0s 74us/step - loss: 63339.2028 - mean_absolute_error: 212.5294 - val_loss: 112022.4431 - val_mean_absolute_error: 312.4768 Epoch 747/5000 148/148 [==============================] - 0s 68us/step - loss: 63300.3887 - mean_absolute_error: 212.4625 - val_loss: 111963.7431 - val_mean_absolute_error: 312.3890 Epoch 748/5000 148/148 [==============================] - 0s 68us/step - loss: 63261.3785 - mean_absolute_error: 212.3906 - val_loss: 111907.2500 - val_mean_absolute_error: 312.3042 Epoch 749/5000 148/148 [==============================] - 0s 74us/step - loss: 63224.8189 - mean_absolute_error: 212.3198 - val_loss: 111851.9225 - val_mean_absolute_error: 312.2213 Epoch 750/5000 148/148 [==============================] - 0s 81us/step - loss: 63189.4875 - mean_absolute_error: 212.2511 - val_loss: 111796.3569 - val_mean_absolute_error: 312.1380 Epoch 751/5000 148/148 [==============================] - 0s 81us/step - loss: 63152.0339 - mean_absolute_error: 212.1789 - val_loss: 111739.1913 - val_mean_absolute_error: 312.0521 Epoch 752/5000 148/148 [==============================] - 0s 74us/step - loss: 63115.2233 - mean_absolute_error: 212.1073 - val_loss: 111681.3625 - val_mean_absolute_error: 311.9653 Epoch 753/5000 148/148 [==============================] - 0s 68us/step - loss: 63078.5192 - mean_absolute_error: 212.0321 - val_loss: 111623.7750 - val_mean_absolute_error: 311.8787 Epoch 754/5000 148/148 [==============================] - 0s 74us/step - loss: 63041.1817 - mean_absolute_error: 211.9554 - val_loss: 111569.5231 - val_mean_absolute_error: 311.7970 Epoch 755/5000 148/148 [==============================] - 0s 68us/step - loss: 63004.6450 - mean_absolute_error: 211.8816 - val_loss: 111513.5644 - val_mean_absolute_error: 311.7127 Epoch 756/5000 148/148 [==============================] - 0s 74us/step - loss: 62968.5271 - mean_absolute_error: 211.8105 - val_loss: 111457.0244 - val_mean_absolute_error: 311.6277 Epoch 757/5000 148/148 [==============================] - 0s 68us/step - loss: 62931.9545 - mean_absolute_error: 211.7407 - val_loss: 111400.5688 - val_mean_absolute_error: 311.5427 Epoch 758/5000 148/148 [==============================] - 0s 61us/step - loss: 62894.9802 - mean_absolute_error: 211.6709 - val_loss: 111343.6256 - val_mean_absolute_error: 311.4570 Epoch 759/5000 148/148 [==============================] - 0s 68us/step - loss: 62858.4371 - mean_absolute_error: 211.6024 - val_loss: 111286.7888 - val_mean_absolute_error: 311.3715 Epoch 760/5000 148/148 [==============================] - 0s 68us/step - loss: 62821.1159 - mean_absolute_error: 211.5387 - val_loss: 111232.7775 - val_mean_absolute_error: 311.2904 Epoch 761/5000 148/148 [==============================] - 0s 68us/step - loss: 62785.8931 - mean_absolute_error: 211.4777 - val_loss: 111177.8506 - val_mean_absolute_error: 311.2088 Epoch 762/5000 148/148 [==============================] - 0s 74us/step - loss: 62749.0230 - mean_absolute_error: 211.4122 - val_loss: 111121.2750 - val_mean_absolute_error: 311.1247 Epoch 763/5000 148/148 [==============================] - 0s 68us/step - loss: 62712.3103 - mean_absolute_error: 211.3443 - val_loss: 111062.8306 - val_mean_absolute_error: 311.0379 Epoch 764/5000 148/148 [==============================] - 0s 68us/step - loss: 62674.8484 - mean_absolute_error: 211.2760 - val_loss: 111005.6944 - val_mean_absolute_error: 310.9534 Epoch 765/5000 148/148 [==============================] - 0s 68us/step - loss: 62637.3613 - mean_absolute_error: 211.2170 - val_loss: 110949.2100 - val_mean_absolute_error: 310.8698 Epoch 766/5000 148/148 [==============================] - 0s 68us/step - loss: 62600.2893 - mean_absolute_error: 211.1496 - val_loss: 110893.5856 - val_mean_absolute_error: 310.7874 Epoch 767/5000 148/148 [==============================] - 0s 68us/step - loss: 62563.9240 - mean_absolute_error: 211.0949 - val_loss: 110839.8200 - val_mean_absolute_error: 310.7081 Epoch 768/5000 148/148 [==============================] - 0s 74us/step - loss: 62527.5960 - mean_absolute_error: 211.0382 - val_loss: 110785.3456 - val_mean_absolute_error: 310.6274 Epoch 769/5000 148/148 [==============================] - 0s 68us/step - loss: 62491.7949 - mean_absolute_error: 210.9799 - val_loss: 110729.8262 - val_mean_absolute_error: 310.5451 Epoch 770/5000 148/148 [==============================] - 0s 68us/step - loss: 62454.4371 - mean_absolute_error: 210.9178 - val_loss: 110672.7287 - val_mean_absolute_error: 310.4604 Epoch 771/5000 148/148 [==============================] - 0s 74us/step - loss: 62417.4514 - mean_absolute_error: 210.8501 - val_loss: 110615.6194 - val_mean_absolute_error: 310.3754 Epoch 772/5000 148/148 [==============================] - 0s 74us/step - loss: 62379.4905 - mean_absolute_error: 210.7845 - val_loss: 110559.6812 - val_mean_absolute_error: 310.2924 Epoch 773/5000 148/148 [==============================] - 0s 68us/step - loss: 62343.2209 - mean_absolute_error: 210.7167 - val_loss: 110504.1062 - val_mean_absolute_error: 310.2097 Epoch 774/5000 148/148 [==============================] - 0s 74us/step - loss: 62305.0898 - mean_absolute_error: 210.6611 - val_loss: 110449.3687 - val_mean_absolute_error: 310.1298 Epoch 775/5000 148/148 [==============================] - 0s 81us/step - loss: 62269.1289 - mean_absolute_error: 210.6142 - val_loss: 110395.7381 - val_mean_absolute_error: 310.0523 Epoch 776/5000 148/148 [==============================] - 0s 68us/step - loss: 62234.8352 - mean_absolute_error: 210.5633 - val_loss: 110341.7487 - val_mean_absolute_error: 309.9737 Epoch 777/5000 148/148 [==============================] - 0s 61us/step - loss: 62198.3746 - mean_absolute_error: 210.5032 - val_loss: 110289.3619 - val_mean_absolute_error: 309.8972 Epoch 778/5000 148/148 [==============================] - 0s 68us/step - loss: 62163.2428 - mean_absolute_error: 210.4440 - val_loss: 110233.9606 - val_mean_absolute_error: 309.8160 Epoch 779/5000 148/148 [==============================] - 0s 74us/step - loss: 62126.1132 - mean_absolute_error: 210.3772 - val_loss: 110177.4531 - val_mean_absolute_error: 309.7329 Epoch 780/5000 148/148 [==============================] - 0s 68us/step - loss: 62090.4439 - mean_absolute_error: 210.3122 - val_loss: 110120.8712 - val_mean_absolute_error: 309.6498 Epoch 781/5000 148/148 [==============================] - 0s 74us/step - loss: 62053.7155 - mean_absolute_error: 210.2476 - val_loss: 110064.5375 - val_mean_absolute_error: 309.5673 Epoch 782/5000 148/148 [==============================] - 0s 68us/step - loss: 62016.3225 - mean_absolute_error: 210.1821 - val_loss: 110009.1819 - val_mean_absolute_error: 309.4862 Epoch 783/5000 148/148 [==============================] - 0s 74us/step - loss: 61979.7915 - mean_absolute_error: 210.1215 - val_loss: 109953.2575 - val_mean_absolute_error: 309.4040 Epoch 784/5000 148/148 [==============================] - 0s 74us/step - loss: 61942.7141 - mean_absolute_error: 210.0582 - val_loss: 109895.9044 - val_mean_absolute_error: 309.3195 Epoch 785/5000 148/148 [==============================] - 0s 68us/step - loss: 61905.4178 - mean_absolute_error: 209.9951 - val_loss: 109841.0969 - val_mean_absolute_error: 309.2391 Epoch 786/5000 148/148 [==============================] - 0s 81us/step - loss: 61870.4812 - mean_absolute_error: 209.9381 - val_loss: 109787.4037 - val_mean_absolute_error: 309.1606 Epoch 787/5000 148/148 [==============================] - 0s 74us/step - loss: 61835.3824 - mean_absolute_error: 209.8809 - val_loss: 109733.3881 - val_mean_absolute_error: 309.0813 Epoch 788/5000 148/148 [==============================] - 0s 68us/step - loss: 61799.0665 - mean_absolute_error: 209.8164 - val_loss: 109681.1794 - val_mean_absolute_error: 309.0045 Epoch 789/5000 148/148 [==============================] - 0s 68us/step - loss: 61764.6890 - mean_absolute_error: 209.7543 - val_loss: 109628.0838 - val_mean_absolute_error: 308.9264 Epoch 790/5000 148/148 [==============================] - 0s 74us/step - loss: 61730.1798 - mean_absolute_error: 209.6858 - val_loss: 109572.2450 - val_mean_absolute_error: 308.8441 Epoch 791/5000 148/148 [==============================] - 0s 68us/step - loss: 61694.6679 - mean_absolute_error: 209.6190 - val_loss: 109516.8525 - val_mean_absolute_error: 308.7629 Epoch 792/5000 148/148 [==============================] - 0s 68us/step - loss: 61659.2232 - mean_absolute_error: 209.5647 - val_loss: 109464.8262 - val_mean_absolute_error: 308.6870 Epoch 793/5000 148/148 [==============================] - 0s 74us/step - loss: 61624.4965 - mean_absolute_error: 209.5188 - val_loss: 109413.4775 - val_mean_absolute_error: 308.6119 Epoch 794/5000 148/148 [==============================] - 0s 61us/step - loss: 61590.5177 - mean_absolute_error: 209.4700 - val_loss: 109360.4106 - val_mean_absolute_error: 308.5340 Epoch 795/5000 148/148 [==============================] - 0s 68us/step - loss: 61555.0780 - mean_absolute_error: 209.4129 - val_loss: 109304.7838 - val_mean_absolute_error: 308.4522 Epoch 796/5000 148/148 [==============================] - 0s 68us/step - loss: 61518.9507 - mean_absolute_error: 209.3488 - val_loss: 109250.0975 - val_mean_absolute_error: 308.3713 Epoch 797/5000 148/148 [==============================] - 0s 68us/step - loss: 61483.6661 - mean_absolute_error: 209.2799 - val_loss: 109194.1756 - val_mean_absolute_error: 308.2884 Epoch 798/5000 148/148 [==============================] - 0s 68us/step - loss: 61446.6025 - mean_absolute_error: 209.2082 - val_loss: 109136.0200 - val_mean_absolute_error: 308.2022 Epoch 799/5000 148/148 [==============================] - 0s 68us/step - loss: 61409.7350 - mean_absolute_error: 209.1382 - val_loss: 109079.0925 - val_mean_absolute_error: 308.1179 Epoch 800/5000 148/148 [==============================] - 0s 61us/step - loss: 61373.5244 - mean_absolute_error: 209.0723 - val_loss: 109024.3700 - val_mean_absolute_error: 308.0369 Epoch 801/5000 148/148 [==============================] - 0s 68us/step - loss: 61337.4452 - mean_absolute_error: 209.0072 - val_loss: 108970.0831 - val_mean_absolute_error: 307.9566 Epoch 802/5000 148/148 [==============================] - 0s 74us/step - loss: 61302.3348 - mean_absolute_error: 208.9418 - val_loss: 108916.1956 - val_mean_absolute_error: 307.8768 Epoch 803/5000 148/148 [==============================] - 0s 68us/step - loss: 61267.0550 - mean_absolute_error: 208.8736 - val_loss: 108861.2281 - val_mean_absolute_error: 307.7954 Epoch 804/5000 148/148 [==============================] - 0s 68us/step - loss: 61231.6533 - mean_absolute_error: 208.8104 - val_loss: 108804.4388 - val_mean_absolute_error: 307.7117 Epoch 805/5000 148/148 [==============================] - 0s 68us/step - loss: 61193.2137 - mean_absolute_error: 208.7481 - val_loss: 108749.2681 - val_mean_absolute_error: 307.6304 Epoch 806/5000 148/148 [==============================] - 0s 61us/step - loss: 61157.8986 - mean_absolute_error: 208.6958 - val_loss: 108694.5306 - val_mean_absolute_error: 307.5504 Epoch 807/5000 148/148 [==============================] - 0s 74us/step - loss: 61121.6017 - mean_absolute_error: 208.6656 - val_loss: 108640.6387 - val_mean_absolute_error: 307.4724 Epoch 808/5000 148/148 [==============================] - 0s 74us/step - loss: 61085.2818 - mean_absolute_error: 208.6379 - val_loss: 108588.6519 - val_mean_absolute_error: 307.3965 Epoch 809/5000 148/148 [==============================] - 0s 81us/step - loss: 61050.5815 - mean_absolute_error: 208.5967 - val_loss: 108535.7719 - val_mean_absolute_error: 307.3189 Epoch 810/5000 148/148 [==============================] - 0s 68us/step - loss: 61015.6313 - mean_absolute_error: 208.5465 - val_loss: 108481.4088 - val_mean_absolute_error: 307.2388 Epoch 811/5000 148/148 [==============================] - 0s 74us/step - loss: 60979.3130 - mean_absolute_error: 208.4862 - val_loss: 108426.0963 - val_mean_absolute_error: 307.1570 Epoch 812/5000 148/148 [==============================] - 0s 61us/step - loss: 60944.0936 - mean_absolute_error: 208.4274 - val_loss: 108369.5469 - val_mean_absolute_error: 307.0734 Epoch 813/5000 148/148 [==============================] - 0s 74us/step - loss: 60906.3230 - mean_absolute_error: 208.3615 - val_loss: 108312.6156 - val_mean_absolute_error: 306.9891 Epoch 814/5000 148/148 [==============================] - 0s 68us/step - loss: 60869.9622 - mean_absolute_error: 208.2989 - val_loss: 108257.7931 - val_mean_absolute_error: 306.9078 Epoch 815/5000 148/148 [==============================] - 0s 74us/step - loss: 60834.4066 - mean_absolute_error: 208.2394 - val_loss: 108205.0369 - val_mean_absolute_error: 306.8296 Epoch 816/5000 148/148 [==============================] - 0s 74us/step - loss: 60800.1470 - mean_absolute_error: 208.1886 - val_loss: 108151.1062 - val_mean_absolute_error: 306.7503 Epoch 817/5000 148/148 [==============================] - 0s 74us/step - loss: 60764.6077 - mean_absolute_error: 208.1658 - val_loss: 108097.6931 - val_mean_absolute_error: 306.6725 Epoch 818/5000 148/148 [==============================] - 0s 81us/step - loss: 60729.1208 - mean_absolute_error: 208.1323 - val_loss: 108042.2319 - val_mean_absolute_error: 306.5908 Epoch 819/5000 148/148 [==============================] - 0s 68us/step - loss: 60693.8293 - mean_absolute_error: 208.0902 - val_loss: 107986.9756 - val_mean_absolute_error: 306.5091 Epoch 820/5000 148/148 [==============================] - 0s 68us/step - loss: 60657.6368 - mean_absolute_error: 208.0374 - val_loss: 107932.1450 - val_mean_absolute_error: 306.4279 Epoch 821/5000 148/148 [==============================] - 0s 74us/step - loss: 60620.6340 - mean_absolute_error: 207.9694 - val_loss: 107879.5531 - val_mean_absolute_error: 306.3499 Epoch 822/5000 148/148 [==============================] - 0s 74us/step - loss: 60588.0763 - mean_absolute_error: 207.9179 - val_loss: 107826.7425 - val_mean_absolute_error: 306.2721 Epoch 823/5000 148/148 [==============================] - 0s 68us/step - loss: 60552.5702 - mean_absolute_error: 207.8781 - val_loss: 107773.6025 - val_mean_absolute_error: 306.1938 Epoch 824/5000 148/148 [==============================] - 0s 67us/step - loss: 60516.6839 - mean_absolute_error: 207.8278 - val_loss: 107719.6700 - val_mean_absolute_error: 306.1140 Epoch 825/5000 148/148 [==============================] - 0s 74us/step - loss: 60481.4177 - mean_absolute_error: 207.7728 - val_loss: 107665.3869 - val_mean_absolute_error: 306.0334 Epoch 826/5000 148/148 [==============================] - 0s 68us/step - loss: 60445.8933 - mean_absolute_error: 207.7090 - val_loss: 107612.2475 - val_mean_absolute_error: 305.9544 Epoch 827/5000 148/148 [==============================] - 0s 68us/step - loss: 60410.9523 - mean_absolute_error: 207.6399 - val_loss: 107558.6194 - val_mean_absolute_error: 305.8744 Epoch 828/5000 148/148 [==============================] - 0s 68us/step - loss: 60376.1814 - mean_absolute_error: 207.5701 - val_loss: 107506.1537 - val_mean_absolute_error: 305.7959 Epoch 829/5000 148/148 [==============================] - 0s 74us/step - loss: 60342.2893 - mean_absolute_error: 207.5051 - val_loss: 107451.9962 - val_mean_absolute_error: 305.7152 Epoch 830/5000 148/148 [==============================] - 0s 74us/step - loss: 60307.6501 - mean_absolute_error: 207.4368 - val_loss: 107398.0981 - val_mean_absolute_error: 305.6350 Epoch 831/5000 148/148 [==============================] - 0s 74us/step - loss: 60272.8663 - mean_absolute_error: 207.3694 - val_loss: 107344.8731 - val_mean_absolute_error: 305.5557 Epoch 832/5000 148/148 [==============================] - 0s 81us/step - loss: 60237.3318 - mean_absolute_error: 207.3042 - val_loss: 107289.6400 - val_mean_absolute_error: 305.4733 Epoch 833/5000 148/148 [==============================] - 0s 68us/step - loss: 60201.7927 - mean_absolute_error: 207.2357 - val_loss: 107234.2044 - val_mean_absolute_error: 305.3904 Epoch 834/5000 148/148 [==============================] - 0s 68us/step - loss: 60165.8492 - mean_absolute_error: 207.1656 - val_loss: 107177.7434 - val_mean_absolute_error: 305.3062 Epoch 835/5000 148/148 [==============================] - 0s 74us/step - loss: 60129.5781 - mean_absolute_error: 207.0918 - val_loss: 107122.7616 - val_mean_absolute_error: 305.2239 Epoch 836/5000 148/148 [==============================] - 0s 81us/step - loss: 60093.0596 - mean_absolute_error: 207.0223 - val_loss: 107069.0878 - val_mean_absolute_error: 305.1441 Epoch 837/5000 148/148 [==============================] - 0s 68us/step - loss: 60057.8043 - mean_absolute_error: 206.9592 - val_loss: 107014.5678 - val_mean_absolute_error: 305.0629 Epoch 838/5000 148/148 [==============================] - 0s 81us/step - loss: 60023.6351 - mean_absolute_error: 206.8962 - val_loss: 106960.8972 - val_mean_absolute_error: 304.9830 Epoch 839/5000 148/148 [==============================] - 0s 68us/step - loss: 59989.0830 - mean_absolute_error: 206.8328 - val_loss: 106908.7697 - val_mean_absolute_error: 304.9055 Epoch 840/5000 148/148 [==============================] - 0s 74us/step - loss: 59953.7633 - mean_absolute_error: 206.7758 - val_loss: 106857.2737 - val_mean_absolute_error: 304.8291 Epoch 841/5000 148/148 [==============================] - 0s 74us/step - loss: 59920.6703 - mean_absolute_error: 206.7145 - val_loss: 106805.4459 - val_mean_absolute_error: 304.7518 Epoch 842/5000 148/148 [==============================] - 0s 74us/step - loss: 59887.0081 - mean_absolute_error: 206.6424 - val_loss: 106753.0409 - val_mean_absolute_error: 304.6736 Epoch 843/5000 148/148 [==============================] - 0s 81us/step - loss: 59852.3521 - mean_absolute_error: 206.5836 - val_loss: 106701.2131 - val_mean_absolute_error: 304.5974 Epoch 844/5000 148/148 [==============================] - 0s 61us/step - loss: 59817.4707 - mean_absolute_error: 206.5395 - val_loss: 106648.2309 - val_mean_absolute_error: 304.5191 Epoch 845/5000 148/148 [==============================] - 0s 88us/step - loss: 59784.2512 - mean_absolute_error: 206.4908 - val_loss: 106593.7125 - val_mean_absolute_error: 304.4379 Epoch 846/5000 148/148 [==============================] - 0s 68us/step - loss: 59749.0039 - mean_absolute_error: 206.4337 - val_loss: 106538.4212 - val_mean_absolute_error: 304.3554 Epoch 847/5000 148/148 [==============================] - 0s 74us/step - loss: 59713.3117 - mean_absolute_error: 206.3715 - val_loss: 106484.6953 - val_mean_absolute_error: 304.2750 Epoch 848/5000 148/148 [==============================] - 0s 68us/step - loss: 59678.1273 - mean_absolute_error: 206.3057 - val_loss: 106432.0484 - val_mean_absolute_error: 304.1960 Epoch 849/5000 148/148 [==============================] - 0s 74us/step - loss: 59644.4213 - mean_absolute_error: 206.2438 - val_loss: 106379.9506 - val_mean_absolute_error: 304.1182 Epoch 850/5000 148/148 [==============================] - 0s 74us/step - loss: 59610.4246 - mean_absolute_error: 206.1710 - val_loss: 106328.2094 - val_mean_absolute_error: 304.0406 Epoch 851/5000 148/148 [==============================] - 0s 61us/step - loss: 59575.4313 - mean_absolute_error: 206.0983 - val_loss: 106277.1862 - val_mean_absolute_error: 303.9642 Epoch 852/5000 148/148 [==============================] - 0s 74us/step - loss: 59542.3838 - mean_absolute_error: 206.0320 - val_loss: 106223.6447 - val_mean_absolute_error: 303.8838 Epoch 853/5000 148/148 [==============================] - 0s 74us/step - loss: 59508.9111 - mean_absolute_error: 205.9643 - val_loss: 106169.5047 - val_mean_absolute_error: 303.8025 Epoch 854/5000 148/148 [==============================] - 0s 68us/step - loss: 59473.7132 - mean_absolute_error: 205.8954 - val_loss: 106119.4297 - val_mean_absolute_error: 303.7279 Epoch 855/5000 148/148 [==============================] - 0s 74us/step - loss: 59440.3260 - mean_absolute_error: 205.8728 - val_loss: 106069.2159 - val_mean_absolute_error: 303.6549 Epoch 856/5000 148/148 [==============================] - 0s 74us/step - loss: 59407.1769 - mean_absolute_error: 205.8551 - val_loss: 106017.8809 - val_mean_absolute_error: 303.5798 Epoch 857/5000 148/148 [==============================] - 0s 68us/step - loss: 59372.1978 - mean_absolute_error: 205.8253 - val_loss: 105967.2972 - val_mean_absolute_error: 303.5049 Epoch 858/5000 148/148 [==============================] - 0s 74us/step - loss: 59339.3945 - mean_absolute_error: 205.7895 - val_loss: 105916.3166 - val_mean_absolute_error: 303.4294 Epoch 859/5000 148/148 [==============================] - 0s 74us/step - loss: 59304.7565 - mean_absolute_error: 205.7435 - val_loss: 105862.7466 - val_mean_absolute_error: 303.3495 Epoch 860/5000 148/148 [==============================] - 0s 81us/step - loss: 59269.6983 - mean_absolute_error: 205.6865 - val_loss: 105807.4178 - val_mean_absolute_error: 303.2666 Epoch 861/5000 148/148 [==============================] - 0s 81us/step - loss: 59234.4891 - mean_absolute_error: 205.6243 - val_loss: 105753.9494 - val_mean_absolute_error: 303.1860 Epoch 862/5000 148/148 [==============================] - 0s 88us/step - loss: 59199.8211 - mean_absolute_error: 205.5555 - val_loss: 105699.2716 - val_mean_absolute_error: 303.1033 Epoch 863/5000 148/148 [==============================] - 0s 68us/step - loss: 59164.2584 - mean_absolute_error: 205.4858 - val_loss: 105643.8547 - val_mean_absolute_error: 303.0201 Epoch 864/5000 148/148 [==============================] - 0s 74us/step - loss: 59129.1009 - mean_absolute_error: 205.4388 - val_loss: 105588.7372 - val_mean_absolute_error: 302.9386 Epoch 865/5000 148/148 [==============================] - 0s 61us/step - loss: 59090.8048 - mean_absolute_error: 205.3890 - val_loss: 105532.5331 - val_mean_absolute_error: 302.8548 Epoch 866/5000 148/148 [==============================] - 0s 81us/step - loss: 59055.4942 - mean_absolute_error: 205.3355 - val_loss: 105475.6375 - val_mean_absolute_error: 302.7696 Epoch 867/5000 148/148 [==============================] - 0s 81us/step - loss: 59017.9722 - mean_absolute_error: 205.2770 - val_loss: 105421.1416 - val_mean_absolute_error: 302.6874 Epoch 868/5000 148/148 [==============================] - 0s 74us/step - loss: 58983.7446 - mean_absolute_error: 205.2158 - val_loss: 105366.7328 - val_mean_absolute_error: 302.6051 Epoch 869/5000 148/148 [==============================] - 0s 68us/step - loss: 58948.4634 - mean_absolute_error: 205.1486 - val_loss: 105312.0647 - val_mean_absolute_error: 302.5225 Epoch 870/5000 148/148 [==============================] - 0s 74us/step - loss: 58912.7269 - mean_absolute_error: 205.0788 - val_loss: 105257.8566 - val_mean_absolute_error: 302.4406 Epoch 871/5000 148/148 [==============================] - 0s 74us/step - loss: 58878.2080 - mean_absolute_error: 205.0098 - val_loss: 105203.2469 - val_mean_absolute_error: 302.3585 Epoch 872/5000 148/148 [==============================] - 0s 68us/step - loss: 58843.2682 - mean_absolute_error: 204.9631 - val_loss: 105149.6056 - val_mean_absolute_error: 302.2789 Epoch 873/5000 148/148 [==============================] - 0s 68us/step - loss: 58808.2530 - mean_absolute_error: 204.9267 - val_loss: 105096.6741 - val_mean_absolute_error: 302.1996 Epoch 874/5000 148/148 [==============================] - 0s 68us/step - loss: 58773.2067 - mean_absolute_error: 204.8818 - val_loss: 105041.9700 - val_mean_absolute_error: 302.1173 Epoch 875/5000 148/148 [==============================] - 0s 68us/step - loss: 58738.4112 - mean_absolute_error: 204.8210 - val_loss: 104988.9009 - val_mean_absolute_error: 302.0373 Epoch 876/5000 148/148 [==============================] - 0s 74us/step - loss: 58703.9030 - mean_absolute_error: 204.7532 - val_loss: 104936.2050 - val_mean_absolute_error: 301.9575 Epoch 877/5000 148/148 [==============================] - 0s 68us/step - loss: 58671.3591 - mean_absolute_error: 204.6793 - val_loss: 104885.1288 - val_mean_absolute_error: 301.8801 Epoch 878/5000 148/148 [==============================] - 0s 74us/step - loss: 58637.5416 - mean_absolute_error: 204.6182 - val_loss: 104836.8778 - val_mean_absolute_error: 301.8083 Epoch 879/5000 148/148 [==============================] - 0s 74us/step - loss: 58605.9229 - mean_absolute_error: 204.5780 - val_loss: 104785.0709 - val_mean_absolute_error: 301.7309 Epoch 880/5000 148/148 [==============================] - 0s 74us/step - loss: 58573.3621 - mean_absolute_error: 204.5525 - val_loss: 104735.2503 - val_mean_absolute_error: 301.6576 Epoch 881/5000 148/148 [==============================] - 0s 74us/step - loss: 58539.9197 - mean_absolute_error: 204.5148 - val_loss: 104686.8581 - val_mean_absolute_error: 301.5858 Epoch 882/5000 148/148 [==============================] - 0s 74us/step - loss: 58507.9228 - mean_absolute_error: 204.4728 - val_loss: 104636.9766 - val_mean_absolute_error: 301.5111 Epoch 883/5000 148/148 [==============================] - 0s 74us/step - loss: 58474.7089 - mean_absolute_error: 204.4115 - val_loss: 104589.0097 - val_mean_absolute_error: 301.4385 Epoch 884/5000 148/148 [==============================] - 0s 74us/step - loss: 58443.9323 - mean_absolute_error: 204.3450 - val_loss: 104538.1691 - val_mean_absolute_error: 301.3613 Epoch 885/5000 148/148 [==============================] - 0s 74us/step - loss: 58410.6322 - mean_absolute_error: 204.2781 - val_loss: 104487.3953 - val_mean_absolute_error: 301.2848 Epoch 886/5000 148/148 [==============================] - 0s 68us/step - loss: 58376.7899 - mean_absolute_error: 204.2350 - val_loss: 104436.3963 - val_mean_absolute_error: 301.2093 Epoch 887/5000 148/148 [==============================] - 0s 74us/step - loss: 58346.3047 - mean_absolute_error: 204.2303 - val_loss: 104385.1472 - val_mean_absolute_error: 301.1341 Epoch 888/5000 148/148 [==============================] - 0s 74us/step - loss: 58313.9367 - mean_absolute_error: 204.2368 - val_loss: 104334.1738 - val_mean_absolute_error: 301.0582 Epoch 889/5000 148/148 [==============================] - 0s 74us/step - loss: 58279.1608 - mean_absolute_error: 204.1975 - val_loss: 104283.9109 - val_mean_absolute_error: 300.9828 Epoch 890/5000 148/148 [==============================] - 0s 61us/step - loss: 58246.5202 - mean_absolute_error: 204.1506 - val_loss: 104232.3834 - val_mean_absolute_error: 300.9049 Epoch 891/5000 148/148 [==============================] - 0s 74us/step - loss: 58213.4636 - mean_absolute_error: 204.0980 - val_loss: 104179.7631 - val_mean_absolute_error: 300.8250 Epoch 892/5000 148/148 [==============================] - 0s 68us/step - loss: 58179.3379 - mean_absolute_error: 204.0371 - val_loss: 104126.5028 - val_mean_absolute_error: 300.7441 Epoch 893/5000 148/148 [==============================] - 0s 74us/step - loss: 58145.5346 - mean_absolute_error: 203.9734 - val_loss: 104074.6478 - val_mean_absolute_error: 300.6652 Epoch 894/5000 148/148 [==============================] - 0s 68us/step - loss: 58111.8187 - mean_absolute_error: 203.9076 - val_loss: 104021.9350 - val_mean_absolute_error: 300.5847 Epoch 895/5000 148/148 [==============================] - 0s 74us/step - loss: 58078.0680 - mean_absolute_error: 203.8290 - val_loss: 103970.4441 - val_mean_absolute_error: 300.5061 Epoch 896/5000 148/148 [==============================] - 0s 68us/step - loss: 58044.7268 - mean_absolute_error: 203.7559 - val_loss: 103919.5600 - val_mean_absolute_error: 300.4288 Epoch 897/5000 148/148 [==============================] - 0s 68us/step - loss: 58011.5575 - mean_absolute_error: 203.6863 - val_loss: 103868.2556 - val_mean_absolute_error: 300.3509 Epoch 898/5000 148/148 [==============================] - 0s 81us/step - loss: 57978.4461 - mean_absolute_error: 203.6173 - val_loss: 103815.1534 - val_mean_absolute_error: 300.2701 Epoch 899/5000 148/148 [==============================] - 0s 68us/step - loss: 57943.7361 - mean_absolute_error: 203.5428 - val_loss: 103761.1741 - val_mean_absolute_error: 300.1878 Epoch 900/5000 148/148 [==============================] - 0s 68us/step - loss: 57908.9535 - mean_absolute_error: 203.4700 - val_loss: 103707.0569 - val_mean_absolute_error: 300.1053 Epoch 901/5000 148/148 [==============================] - 0s 74us/step - loss: 57875.1155 - mean_absolute_error: 203.4010 - val_loss: 103653.1553 - val_mean_absolute_error: 300.0230 Epoch 902/5000 148/148 [==============================] - 0s 74us/step - loss: 57839.5981 - mean_absolute_error: 203.3319 - val_loss: 103600.8447 - val_mean_absolute_error: 299.9433 Epoch 903/5000 148/148 [==============================] - 0s 81us/step - loss: 57805.3838 - mean_absolute_error: 203.2646 - val_loss: 103548.5391 - val_mean_absolute_error: 299.8636 Epoch 904/5000 148/148 [==============================] - 0s 74us/step - loss: 57772.1760 - mean_absolute_error: 203.1980 - val_loss: 103496.3013 - val_mean_absolute_error: 299.7840 Epoch 905/5000 148/148 [==============================] - 0s 74us/step - loss: 57736.8602 - mean_absolute_error: 203.1269 - val_loss: 103445.4547 - val_mean_absolute_error: 299.7064 Epoch 906/5000 148/148 [==============================] - 0s 74us/step - loss: 57705.0921 - mean_absolute_error: 203.0602 - val_loss: 103394.8159 - val_mean_absolute_error: 299.6292 Epoch 907/5000 148/148 [==============================] - 0s 74us/step - loss: 57672.3444 - mean_absolute_error: 202.9877 - val_loss: 103344.3959 - val_mean_absolute_error: 299.5518 Epoch 908/5000 148/148 [==============================] - 0s 68us/step - loss: 57640.0234 - mean_absolute_error: 202.9127 - val_loss: 103294.4719 - val_mean_absolute_error: 299.4750 Epoch 909/5000 148/148 [==============================] - 0s 81us/step - loss: 57607.4015 - mean_absolute_error: 202.8418 - val_loss: 103242.9609 - val_mean_absolute_error: 299.3960 Epoch 910/5000 148/148 [==============================] - 0s 61us/step - loss: 57575.1441 - mean_absolute_error: 202.7768 - val_loss: 103190.2784 - val_mean_absolute_error: 299.3150 Epoch 911/5000 148/148 [==============================] - 0s 74us/step - loss: 57540.4977 - mean_absolute_error: 202.7032 - val_loss: 103138.4072 - val_mean_absolute_error: 299.2355 Epoch 912/5000 148/148 [==============================] - 0s 74us/step - loss: 57506.9985 - mean_absolute_error: 202.6406 - val_loss: 103089.0909 - val_mean_absolute_error: 299.1606 Epoch 913/5000 148/148 [==============================] - 0s 74us/step - loss: 57474.6937 - mean_absolute_error: 202.5818 - val_loss: 103039.6134 - val_mean_absolute_error: 299.0853 Epoch 914/5000 148/148 [==============================] - 0s 68us/step - loss: 57442.8338 - mean_absolute_error: 202.5175 - val_loss: 102990.9297 - val_mean_absolute_error: 299.0108 Epoch 915/5000 148/148 [==============================] - 0s 74us/step - loss: 57410.9444 - mean_absolute_error: 202.4532 - val_loss: 102940.9397 - val_mean_absolute_error: 298.9345 Epoch 916/5000 148/148 [==============================] - 0s 68us/step - loss: 57377.4094 - mean_absolute_error: 202.3865 - val_loss: 102887.6553 - val_mean_absolute_error: 298.8531 Epoch 917/5000 148/148 [==============================] - 0s 68us/step - loss: 57344.2508 - mean_absolute_error: 202.3228 - val_loss: 102833.6641 - val_mean_absolute_error: 298.7705 Epoch 918/5000 148/148 [==============================] - 0s 81us/step - loss: 57308.7881 - mean_absolute_error: 202.2478 - val_loss: 102781.8684 - val_mean_absolute_error: 298.6913 Epoch 919/5000 148/148 [==============================] - 0s 74us/step - loss: 57276.1088 - mean_absolute_error: 202.2012 - val_loss: 102729.3497 - val_mean_absolute_error: 298.6125 Epoch 920/5000 148/148 [==============================] - 0s 68us/step - loss: 57240.8429 - mean_absolute_error: 202.1571 - val_loss: 102676.4888 - val_mean_absolute_error: 298.5326 Epoch 921/5000 148/148 [==============================] - 0s 74us/step - loss: 57206.1850 - mean_absolute_error: 202.1099 - val_loss: 102623.4556 - val_mean_absolute_error: 298.4523 Epoch 922/5000 148/148 [==============================] - 0s 74us/step - loss: 57171.9321 - mean_absolute_error: 202.0677 - val_loss: 102571.2609 - val_mean_absolute_error: 298.3730 Epoch 923/5000 148/148 [==============================] - 0s 74us/step - loss: 57139.3671 - mean_absolute_error: 202.0122 - val_loss: 102520.7766 - val_mean_absolute_error: 298.2959 Epoch 924/5000 148/148 [==============================] - 0s 74us/step - loss: 57106.0793 - mean_absolute_error: 201.9461 - val_loss: 102469.4472 - val_mean_absolute_error: 298.2173 Epoch 925/5000 148/148 [==============================] - 0s 68us/step - loss: 57071.9560 - mean_absolute_error: 201.8787 - val_loss: 102417.2888 - val_mean_absolute_error: 298.1374 Epoch 926/5000 148/148 [==============================] - 0s 81us/step - loss: 57039.0580 - mean_absolute_error: 201.8042 - val_loss: 102365.6597 - val_mean_absolute_error: 298.0579 Epoch 927/5000 148/148 [==============================] - 0s 74us/step - loss: 57005.3164 - mean_absolute_error: 201.7164 - val_loss: 102314.9888 - val_mean_absolute_error: 297.9798 Epoch 928/5000 148/148 [==============================] - 0s 68us/step - loss: 56973.1944 - mean_absolute_error: 201.6349 - val_loss: 102263.1978 - val_mean_absolute_error: 297.8999 Epoch 929/5000 148/148 [==============================] - 0s 68us/step - loss: 56939.8200 - mean_absolute_error: 201.5622 - val_loss: 102209.5528 - val_mean_absolute_error: 297.8173 Epoch 930/5000 148/148 [==============================] - 0s 68us/step - loss: 56904.8100 - mean_absolute_error: 201.4936 - val_loss: 102155.8716 - val_mean_absolute_error: 297.7350 Epoch 931/5000 148/148 [==============================] - 0s 74us/step - loss: 56870.9718 - mean_absolute_error: 201.4568 - val_loss: 102102.0703 - val_mean_absolute_error: 297.6538 Epoch 932/5000 148/148 [==============================] - 0s 81us/step - loss: 56835.1691 - mean_absolute_error: 201.4205 - val_loss: 102050.2284 - val_mean_absolute_error: 297.5748 Epoch 933/5000 148/148 [==============================] - 0s 68us/step - loss: 56802.7805 - mean_absolute_error: 201.3772 - val_loss: 101997.7584 - val_mean_absolute_error: 297.4948 Epoch 934/5000 148/148 [==============================] - 0s 68us/step - loss: 56769.4247 - mean_absolute_error: 201.3274 - val_loss: 101946.3794 - val_mean_absolute_error: 297.4160 Epoch 935/5000 148/148 [==============================] - 0s 81us/step - loss: 56736.6172 - mean_absolute_error: 201.2702 - val_loss: 101896.4138 - val_mean_absolute_error: 297.3392 Epoch 936/5000 148/148 [==============================] - 0s 68us/step - loss: 56703.9999 - mean_absolute_error: 201.2127 - val_loss: 101846.8534 - val_mean_absolute_error: 297.2633 Epoch 937/5000 148/148 [==============================] - 0s 68us/step - loss: 56672.3198 - mean_absolute_error: 201.1550 - val_loss: 101797.4372 - val_mean_absolute_error: 297.1874 Epoch 938/5000 148/148 [==============================] - 0s 68us/step - loss: 56640.0705 - mean_absolute_error: 201.0940 - val_loss: 101746.7612 - val_mean_absolute_error: 297.1095 Epoch 939/5000 148/148 [==============================] - 0s 74us/step - loss: 56607.7586 - mean_absolute_error: 201.0395 - val_loss: 101696.8322 - val_mean_absolute_error: 297.0329 Epoch 940/5000 148/148 [==============================] - 0s 74us/step - loss: 56575.1909 - mean_absolute_error: 200.9791 - val_loss: 101646.4591 - val_mean_absolute_error: 296.9551 Epoch 941/5000 148/148 [==============================] - 0s 68us/step - loss: 56543.0371 - mean_absolute_error: 200.9084 - val_loss: 101595.6672 - val_mean_absolute_error: 296.8769 Epoch 942/5000 148/148 [==============================] - 0s 74us/step - loss: 56510.2643 - mean_absolute_error: 200.8652 - val_loss: 101546.3547 - val_mean_absolute_error: 296.8026 Epoch 943/5000 148/148 [==============================] - 0s 74us/step - loss: 56477.8639 - mean_absolute_error: 200.8340 - val_loss: 101496.0566 - val_mean_absolute_error: 296.7260 Epoch 944/5000 148/148 [==============================] - 0s 68us/step - loss: 56445.0896 - mean_absolute_error: 200.7891 - val_loss: 101445.7316 - val_mean_absolute_error: 296.6489 Epoch 945/5000 148/148 [==============================] - 0s 74us/step - loss: 56413.0323 - mean_absolute_error: 200.7321 - val_loss: 101394.4391 - val_mean_absolute_error: 296.5700 Epoch 946/5000 148/148 [==============================] - 0s 68us/step - loss: 56379.3303 - mean_absolute_error: 200.6647 - val_loss: 101343.0778 - val_mean_absolute_error: 296.4909 Epoch 947/5000 148/148 [==============================] - 0s 81us/step - loss: 56344.5268 - mean_absolute_error: 200.5962 - val_loss: 101290.0859 - val_mean_absolute_error: 296.4090 Epoch 948/5000 148/148 [==============================] - 0s 68us/step - loss: 56311.3757 - mean_absolute_error: 200.5339 - val_loss: 101236.5291 - val_mean_absolute_error: 296.3267 Epoch 949/5000 148/148 [==============================] - 0s 68us/step - loss: 56278.2420 - mean_absolute_error: 200.4966 - val_loss: 101185.8828 - val_mean_absolute_error: 296.2500 Epoch 950/5000 148/148 [==============================] - 0s 74us/step - loss: 56245.5953 - mean_absolute_error: 200.4601 - val_loss: 101136.2684 - val_mean_absolute_error: 296.1741 Epoch 951/5000 148/148 [==============================] - 0s 68us/step - loss: 56212.6391 - mean_absolute_error: 200.3994 - val_loss: 101087.9987 - val_mean_absolute_error: 296.1000 Epoch 952/5000 148/148 [==============================] - 0s 81us/step - loss: 56182.6858 - mean_absolute_error: 200.3585 - val_loss: 101039.7816 - val_mean_absolute_error: 296.0270 Epoch 953/5000 148/148 [==============================] - 0s 74us/step - loss: 56149.1030 - mean_absolute_error: 200.3170 - val_loss: 100989.8466 - val_mean_absolute_error: 295.9506 Epoch 954/5000 148/148 [==============================] - 0s 74us/step - loss: 56118.3044 - mean_absolute_error: 200.2699 - val_loss: 100938.0250 - val_mean_absolute_error: 295.8708 Epoch 955/5000 148/148 [==============================] - 0s 74us/step - loss: 56084.3280 - mean_absolute_error: 200.2072 - val_loss: 100884.7866 - val_mean_absolute_error: 295.7885 Epoch 956/5000 148/148 [==============================] - 0s 81us/step - loss: 56050.6889 - mean_absolute_error: 200.1428 - val_loss: 100833.2759 - val_mean_absolute_error: 295.7093 Epoch 957/5000 148/148 [==============================] - 0s 68us/step - loss: 56018.1427 - mean_absolute_error: 200.0947 - val_loss: 100784.2747 - val_mean_absolute_error: 295.6347 Epoch 958/5000 148/148 [==============================] - 0s 68us/step - loss: 55986.1022 - mean_absolute_error: 200.0513 - val_loss: 100735.1919 - val_mean_absolute_error: 295.5591 Epoch 959/5000 148/148 [==============================] - 0s 74us/step - loss: 55953.9821 - mean_absolute_error: 199.9971 - val_loss: 100685.6044 - val_mean_absolute_error: 295.4829 Epoch 960/5000 148/148 [==============================] - 0s 74us/step - loss: 55922.6299 - mean_absolute_error: 199.9492 - val_loss: 100634.6216 - val_mean_absolute_error: 295.4043 Epoch 961/5000 148/148 [==============================] - 0s 68us/step - loss: 55889.5569 - mean_absolute_error: 199.8883 - val_loss: 100583.0678 - val_mean_absolute_error: 295.3245 Epoch 962/5000 148/148 [==============================] - 0s 68us/step - loss: 55855.9580 - mean_absolute_error: 199.8162 - val_loss: 100535.0791 - val_mean_absolute_error: 295.2500 Epoch 963/5000 148/148 [==============================] - 0s 74us/step - loss: 55825.5202 - mean_absolute_error: 199.7519 - val_loss: 100485.2997 - val_mean_absolute_error: 295.1726 Epoch 964/5000 148/148 [==============================] - 0s 81us/step - loss: 55793.6704 - mean_absolute_error: 199.6888 - val_loss: 100436.5091 - val_mean_absolute_error: 295.0970 Epoch 965/5000 148/148 [==============================] - 0s 68us/step - loss: 55761.5383 - mean_absolute_error: 199.6167 - val_loss: 100388.8028 - val_mean_absolute_error: 295.0229 Epoch 966/5000 148/148 [==============================] - 0s 74us/step - loss: 55730.4169 - mean_absolute_error: 199.5422 - val_loss: 100339.5994 - val_mean_absolute_error: 294.9465 Epoch 967/5000 148/148 [==============================] - 0s 81us/step - loss: 55698.2899 - mean_absolute_error: 199.4655 - val_loss: 100290.5612 - val_mean_absolute_error: 294.8700 Epoch 968/5000 148/148 [==============================] - 0s 61us/step - loss: 55666.5505 - mean_absolute_error: 199.3919 - val_loss: 100239.5606 - val_mean_absolute_error: 294.7906 Epoch 969/5000 148/148 [==============================] - 0s 74us/step - loss: 55634.2323 - mean_absolute_error: 199.3159 - val_loss: 100188.3847 - val_mean_absolute_error: 294.7108 Epoch 970/5000 148/148 [==============================] - 0s 68us/step - loss: 55600.8261 - mean_absolute_error: 199.2619 - val_loss: 100135.7091 - val_mean_absolute_error: 294.6299 Epoch 971/5000 148/148 [==============================] - 0s 74us/step - loss: 55568.2422 - mean_absolute_error: 199.2268 - val_loss: 100084.8047 - val_mean_absolute_error: 294.5510 Epoch 972/5000 148/148 [==============================] - 0s 68us/step - loss: 55535.4986 - mean_absolute_error: 199.1724 - val_loss: 100034.5550 - val_mean_absolute_error: 294.4729 Epoch 973/5000 148/148 [==============================] - 0s 81us/step - loss: 55504.1860 - mean_absolute_error: 199.1080 - val_loss: 99983.3550 - val_mean_absolute_error: 294.3928 Epoch 974/5000 148/148 [==============================] - 0s 74us/step - loss: 55471.4190 - mean_absolute_error: 199.0468 - val_loss: 99932.0312 - val_mean_absolute_error: 294.3134 Epoch 975/5000 148/148 [==============================] - 0s 68us/step - loss: 55437.6197 - mean_absolute_error: 198.9865 - val_loss: 99879.2041 - val_mean_absolute_error: 294.2311 Epoch 976/5000 148/148 [==============================] - 0s 74us/step - loss: 55403.8470 - mean_absolute_error: 198.9124 - val_loss: 99826.8044 - val_mean_absolute_error: 294.1494 Epoch 977/5000 148/148 [==============================] - 0s 68us/step - loss: 55369.5895 - mean_absolute_error: 198.8322 - val_loss: 99773.6156 - val_mean_absolute_error: 294.0661 Epoch 978/5000 148/148 [==============================] - 0s 74us/step - loss: 55336.7672 - mean_absolute_error: 198.7616 - val_loss: 99722.2109 - val_mean_absolute_error: 293.9858 Epoch 979/5000 148/148 [==============================] - 0s 61us/step - loss: 55303.2506 - mean_absolute_error: 198.6824 - val_loss: 99673.2341 - val_mean_absolute_error: 293.9085 Epoch 980/5000 148/148 [==============================] - 0s 81us/step - loss: 55272.1130 - mean_absolute_error: 198.5974 - val_loss: 99622.5881 - val_mean_absolute_error: 293.8288 Epoch 981/5000 148/148 [==============================] - 0s 68us/step - loss: 55239.2130 - mean_absolute_error: 198.5154 - val_loss: 99573.5503 - val_mean_absolute_error: 293.7518 Epoch 982/5000 148/148 [==============================] - 0s 81us/step - loss: 55207.6035 - mean_absolute_error: 198.4337 - val_loss: 99523.9428 - val_mean_absolute_error: 293.6756 Epoch 983/5000 148/148 [==============================] - 0s 68us/step - loss: 55175.6548 - mean_absolute_error: 198.3559 - val_loss: 99472.2337 - val_mean_absolute_error: 293.5962 Epoch 984/5000 148/148 [==============================] - 0s 74us/step - loss: 55141.4657 - mean_absolute_error: 198.2957 - val_loss: 99422.4591 - val_mean_absolute_error: 293.5198 Epoch 985/5000 148/148 [==============================] - 0s 74us/step - loss: 55109.4670 - mean_absolute_error: 198.2618 - val_loss: 99371.7603 - val_mean_absolute_error: 293.4422 Epoch 986/5000 148/148 [==============================] - 0s 74us/step - loss: 55077.7214 - mean_absolute_error: 198.2235 - val_loss: 99320.6159 - val_mean_absolute_error: 293.3637 Epoch 987/5000 148/148 [==============================] - 0s 74us/step - loss: 55044.8007 - mean_absolute_error: 198.1700 - val_loss: 99270.3016 - val_mean_absolute_error: 293.2867 Epoch 988/5000 148/148 [==============================] - 0s 74us/step - loss: 55013.3707 - mean_absolute_error: 198.1156 - val_loss: 99223.0619 - val_mean_absolute_error: 293.2146 Epoch 989/5000 148/148 [==============================] - 0s 74us/step - loss: 54982.1283 - mean_absolute_error: 198.0501 - val_loss: 99173.6138 - val_mean_absolute_error: 293.1389 Epoch 990/5000 148/148 [==============================] - 0s 74us/step - loss: 54950.1694 - mean_absolute_error: 197.9814 - val_loss: 99123.2228 - val_mean_absolute_error: 293.0613 Epoch 991/5000 148/148 [==============================] - 0s 74us/step - loss: 54918.2611 - mean_absolute_error: 197.8959 - val_loss: 99074.6056 - val_mean_absolute_error: 292.9864 Epoch 992/5000 148/148 [==============================] - 0s 74us/step - loss: 54886.4901 - mean_absolute_error: 197.8051 - val_loss: 99024.1822 - val_mean_absolute_error: 292.9086 Epoch 993/5000 148/148 [==============================] - 0s 68us/step - loss: 54854.1476 - mean_absolute_error: 197.7225 - val_loss: 98974.7591 - val_mean_absolute_error: 292.8324 Epoch 994/5000 148/148 [==============================] - 0s 74us/step - loss: 54822.0144 - mean_absolute_error: 197.6368 - val_loss: 98924.9028 - val_mean_absolute_error: 292.7553 Epoch 995/5000 148/148 [==============================] - 0s 68us/step - loss: 54788.6463 - mean_absolute_error: 197.5613 - val_loss: 98873.7553 - val_mean_absolute_error: 292.6762 Epoch 996/5000 148/148 [==============================] - 0s 68us/step - loss: 54756.4563 - mean_absolute_error: 197.4901 - val_loss: 98822.5216 - val_mean_absolute_error: 292.5964 Epoch 997/5000 148/148 [==============================] - 0s 68us/step - loss: 54723.3847 - mean_absolute_error: 197.4214 - val_loss: 98771.1984 - val_mean_absolute_error: 292.5173 Epoch 998/5000 148/148 [==============================] - 0s 74us/step - loss: 54691.5533 - mean_absolute_error: 197.3565 - val_loss: 98719.2156 - val_mean_absolute_error: 292.4376 Epoch 999/5000 148/148 [==============================] - 0s 68us/step - loss: 54657.4746 - mean_absolute_error: 197.2794 - val_loss: 98669.7781 - val_mean_absolute_error: 292.3618 Epoch 1000/5000 148/148 [==============================] - 0s 68us/step - loss: 54626.4230 - mean_absolute_error: 197.2083 - val_loss: 98618.5859 - val_mean_absolute_error: 292.2829 Epoch 1001/5000 148/148 [==============================] - 0s 81us/step - loss: 54593.1194 - mean_absolute_error: 197.1382 - val_loss: 98567.6591 - val_mean_absolute_error: 292.2041 Epoch 1002/5000 148/148 [==============================] - 0s 81us/step - loss: 54562.0443 - mean_absolute_error: 197.0737 - val_loss: 98517.6550 - val_mean_absolute_error: 292.1266 Epoch 1003/5000 148/148 [==============================] - 0s 68us/step - loss: 54528.8972 - mean_absolute_error: 197.0066 - val_loss: 98469.2456 - val_mean_absolute_error: 292.0516 Epoch 1004/5000 148/148 [==============================] - 0s 74us/step - loss: 54498.5139 - mean_absolute_error: 196.9401 - val_loss: 98420.7875 - val_mean_absolute_error: 291.9770 Epoch 1005/5000 148/148 [==============================] - 0s 74us/step - loss: 54466.8657 - mean_absolute_error: 196.8668 - val_loss: 98370.8266 - val_mean_absolute_error: 291.8996 Epoch 1006/5000 148/148 [==============================] - 0s 74us/step - loss: 54436.0942 - mean_absolute_error: 196.8010 - val_loss: 98318.9719 - val_mean_absolute_error: 291.8190 Epoch 1007/5000 148/148 [==============================] - 0s 74us/step - loss: 54402.8312 - mean_absolute_error: 196.7639 - val_loss: 98266.8969 - val_mean_absolute_error: 291.7369 Epoch 1008/5000 148/148 [==============================] - 0s 81us/step - loss: 54369.4338 - mean_absolute_error: 196.7375 - val_loss: 98215.2147 - val_mean_absolute_error: 291.6561 Epoch 1009/5000 148/148 [==============================] - 0s 68us/step - loss: 54335.7849 - mean_absolute_error: 196.6896 - val_loss: 98164.5503 - val_mean_absolute_error: 291.5772 Epoch 1010/5000 148/148 [==============================] - 0s 68us/step - loss: 54304.4113 - mean_absolute_error: 196.6438 - val_loss: 98113.4966 - val_mean_absolute_error: 291.4981 Epoch 1011/5000 148/148 [==============================] - 0s 74us/step - loss: 54272.6255 - mean_absolute_error: 196.5990 - val_loss: 98064.3266 - val_mean_absolute_error: 291.4220 Epoch 1012/5000 148/148 [==============================] - 0s 74us/step - loss: 54241.6061 - mean_absolute_error: 196.5463 - val_loss: 98015.4150 - val_mean_absolute_error: 291.3463 Epoch 1013/5000 148/148 [==============================] - 0s 68us/step - loss: 54210.4692 - mean_absolute_error: 196.4861 - val_loss: 97966.8431 - val_mean_absolute_error: 291.2711 Epoch 1014/5000 148/148 [==============================] - 0s 68us/step - loss: 54178.8712 - mean_absolute_error: 196.4031 - val_loss: 97920.1331 - val_mean_absolute_error: 291.1992 Epoch 1015/5000 148/148 [==============================] - 0s 68us/step - loss: 54149.1244 - mean_absolute_error: 196.3152 - val_loss: 97872.5159 - val_mean_absolute_error: 291.1259 Epoch 1016/5000 148/148 [==============================] - 0s 74us/step - loss: 54118.3371 - mean_absolute_error: 196.2321 - val_loss: 97822.8653 - val_mean_absolute_error: 291.0491 Epoch 1017/5000 148/148 [==============================] - 0s 68us/step - loss: 54086.1084 - mean_absolute_error: 196.1594 - val_loss: 97773.8081 - val_mean_absolute_error: 290.9730 Epoch 1018/5000 148/148 [==============================] - 0s 74us/step - loss: 54055.6866 - mean_absolute_error: 196.1254 - val_loss: 97724.7859 - val_mean_absolute_error: 290.8969 Epoch 1019/5000 148/148 [==============================] - 0s 74us/step - loss: 54023.5703 - mean_absolute_error: 196.0918 - val_loss: 97678.7956 - val_mean_absolute_error: 290.8255 Epoch 1020/5000 148/148 [==============================] - 0s 68us/step - loss: 53993.9327 - mean_absolute_error: 196.0445 - val_loss: 97633.8384 - val_mean_absolute_error: 290.7558 Epoch 1021/5000 148/148 [==============================] - 0s 81us/step - loss: 53964.9987 - mean_absolute_error: 195.9838 - val_loss: 97587.0022 - val_mean_absolute_error: 290.6830 Epoch 1022/5000 148/148 [==============================] - 0s 74us/step - loss: 53934.1503 - mean_absolute_error: 195.9260 - val_loss: 97537.8372 - val_mean_absolute_error: 290.6054 Epoch 1023/5000 148/148 [==============================] - 0s 81us/step - loss: 53903.0032 - mean_absolute_error: 195.8713 - val_loss: 97488.3003 - val_mean_absolute_error: 290.5280 Epoch 1024/5000 148/148 [==============================] - 0s 68us/step - loss: 53871.3477 - mean_absolute_error: 195.8115 - val_loss: 97441.3103 - val_mean_absolute_error: 290.4547 Epoch 1025/5000 148/148 [==============================] - 0s 74us/step - loss: 53841.2404 - mean_absolute_error: 195.7540 - val_loss: 97393.7831 - val_mean_absolute_error: 290.3809 Epoch 1026/5000 148/148 [==============================] - 0s 68us/step - loss: 53811.1355 - mean_absolute_error: 195.6985 - val_loss: 97347.0419 - val_mean_absolute_error: 290.3091 Epoch 1027/5000 148/148 [==============================] - 0s 68us/step - loss: 53780.5709 - mean_absolute_error: 195.6387 - val_loss: 97297.1394 - val_mean_absolute_error: 290.2319 Epoch 1028/5000 148/148 [==============================] - 0s 74us/step - loss: 53748.4332 - mean_absolute_error: 195.5715 - val_loss: 97247.5050 - val_mean_absolute_error: 290.1550 Epoch 1029/5000 148/148 [==============================] - 0s 74us/step - loss: 53717.2039 - mean_absolute_error: 195.5062 - val_loss: 97197.5697 - val_mean_absolute_error: 290.0774 Epoch 1030/5000 148/148 [==============================] - 0s 81us/step - loss: 53684.4866 - mean_absolute_error: 195.4469 - val_loss: 97149.9997 - val_mean_absolute_error: 290.0041 Epoch 1031/5000 148/148 [==============================] - 0s 81us/step - loss: 53655.0688 - mean_absolute_error: 195.3907 - val_loss: 97101.8356 - val_mean_absolute_error: 289.9297 Epoch 1032/5000 148/148 [==============================] - 0s 68us/step - loss: 53623.2915 - mean_absolute_error: 195.3266 - val_loss: 97054.5750 - val_mean_absolute_error: 289.8565 Epoch 1033/5000 148/148 [==============================] - 0s 68us/step - loss: 53592.8765 - mean_absolute_error: 195.2671 - val_loss: 97005.7144 - val_mean_absolute_error: 289.7797 Epoch 1034/5000 148/148 [==============================] - 0s 68us/step - loss: 53561.3085 - mean_absolute_error: 195.2060 - val_loss: 96956.4438 - val_mean_absolute_error: 289.7026 Epoch 1035/5000 148/148 [==============================] - 0s 68us/step - loss: 53528.9707 - mean_absolute_error: 195.1438 - val_loss: 96907.4481 - val_mean_absolute_error: 289.6257 Epoch 1036/5000 148/148 [==============================] - 0s 74us/step - loss: 53498.6138 - mean_absolute_error: 195.0813 - val_loss: 96857.2219 - val_mean_absolute_error: 289.5473 Epoch 1037/5000 148/148 [==============================] - 0s 68us/step - loss: 53466.4931 - mean_absolute_error: 195.0107 - val_loss: 96807.9131 - val_mean_absolute_error: 289.4704 Epoch 1038/5000 148/148 [==============================] - 0s 74us/step - loss: 53435.0765 - mean_absolute_error: 194.9396 - val_loss: 96757.6375 - val_mean_absolute_error: 289.3918 Epoch 1039/5000 148/148 [==============================] - 0s 68us/step - loss: 53402.5412 - mean_absolute_error: 194.8706 - val_loss: 96706.1709 - val_mean_absolute_error: 289.3113 Epoch 1040/5000 148/148 [==============================] - 0s 74us/step - loss: 53369.4646 - mean_absolute_error: 194.8055 - val_loss: 96654.7459 - val_mean_absolute_error: 289.2309 Epoch 1041/5000 148/148 [==============================] - 0s 74us/step - loss: 53336.6521 - mean_absolute_error: 194.7329 - val_loss: 96605.3038 - val_mean_absolute_error: 289.1540 Epoch 1042/5000 148/148 [==============================] - 0s 74us/step - loss: 53305.4404 - mean_absolute_error: 194.6598 - val_loss: 96557.3106 - val_mean_absolute_error: 289.0799 Epoch 1043/5000 148/148 [==============================] - 0s 81us/step - loss: 53274.7331 - mean_absolute_error: 194.5907 - val_loss: 96509.6303 - val_mean_absolute_error: 289.0058 Epoch 1044/5000 148/148 [==============================] - 0s 81us/step - loss: 53243.8838 - mean_absolute_error: 194.5280 - val_loss: 96459.9244 - val_mean_absolute_error: 288.9279 Epoch 1045/5000 148/148 [==============================] - 0s 68us/step - loss: 53210.8453 - mean_absolute_error: 194.4790 - val_loss: 96409.4847 - val_mean_absolute_error: 288.8488 Epoch 1046/5000 148/148 [==============================] - 0s 68us/step - loss: 53179.6709 - mean_absolute_error: 194.4528 - val_loss: 96359.1263 - val_mean_absolute_error: 288.7697 Epoch 1047/5000 148/148 [==============================] - 0s 74us/step - loss: 53147.0925 - mean_absolute_error: 194.4180 - val_loss: 96308.6747 - val_mean_absolute_error: 288.6902 Epoch 1048/5000 148/148 [==============================] - 0s 68us/step - loss: 53115.3923 - mean_absolute_error: 194.3711 - val_loss: 96257.5097 - val_mean_absolute_error: 288.6088 Epoch 1049/5000 148/148 [==============================] - 0s 68us/step - loss: 53082.2645 - mean_absolute_error: 194.3121 - val_loss: 96206.9478 - val_mean_absolute_error: 288.5289 Epoch 1050/5000 148/148 [==============================] - 0s 74us/step - loss: 53049.9723 - mean_absolute_error: 194.2449 - val_loss: 96155.8122 - val_mean_absolute_error: 288.4485 Epoch 1051/5000 148/148 [==============================] - 0s 74us/step - loss: 53016.9117 - mean_absolute_error: 194.1698 - val_loss: 96107.3406 - val_mean_absolute_error: 288.3728 Epoch 1052/5000 148/148 [==============================] - 0s 61us/step - loss: 52987.1475 - mean_absolute_error: 194.0971 - val_loss: 96058.5553 - val_mean_absolute_error: 288.2968 Epoch 1053/5000 148/148 [==============================] - 0s 81us/step - loss: 52955.2448 - mean_absolute_error: 194.0306 - val_loss: 96008.4919 - val_mean_absolute_error: 288.2184 Epoch 1054/5000 148/148 [==============================] - 0s 68us/step - loss: 52923.8944 - mean_absolute_error: 193.9744 - val_loss: 95957.8869 - val_mean_absolute_error: 288.1391 Epoch 1055/5000 148/148 [==============================] - 0s 68us/step - loss: 52891.6425 - mean_absolute_error: 193.9143 - val_loss: 95908.2816 - val_mean_absolute_error: 288.0615 Epoch 1056/5000 148/148 [==============================] - 0s 74us/step - loss: 52859.3096 - mean_absolute_error: 193.8470 - val_loss: 95859.8200 - val_mean_absolute_error: 287.9858 Epoch 1057/5000 148/148 [==============================] - 0s 74us/step - loss: 52829.1052 - mean_absolute_error: 193.7773 - val_loss: 95810.7719 - val_mean_absolute_error: 287.9087 Epoch 1058/5000 148/148 [==============================] - 0s 68us/step - loss: 52796.5668 - mean_absolute_error: 193.6919 - val_loss: 95763.5959 - val_mean_absolute_error: 287.8355 Epoch 1059/5000 148/148 [==============================] - 0s 81us/step - loss: 52766.1026 - mean_absolute_error: 193.6093 - val_loss: 95714.3412 - val_mean_absolute_error: 287.7586 Epoch 1060/5000 148/148 [==============================] - 0s 74us/step - loss: 52735.2338 - mean_absolute_error: 193.5336 - val_loss: 95666.6384 - val_mean_absolute_error: 287.6842 Epoch 1061/5000 148/148 [==============================] - 0s 74us/step - loss: 52705.0554 - mean_absolute_error: 193.4528 - val_loss: 95618.0925 - val_mean_absolute_error: 287.6081 Epoch 1062/5000 148/148 [==============================] - 0s 81us/step - loss: 52674.0375 - mean_absolute_error: 193.3741 - val_loss: 95570.0887 - val_mean_absolute_error: 287.5328 Epoch 1063/5000 148/148 [==============================] - 0s 68us/step - loss: 52642.9886 - mean_absolute_error: 193.3365 - val_loss: 95522.3703 - val_mean_absolute_error: 287.4581 Epoch 1064/5000 148/148 [==============================] - 0s 74us/step - loss: 52612.0195 - mean_absolute_error: 193.2783 - val_loss: 95476.1381 - val_mean_absolute_error: 287.3864 Epoch 1065/5000 148/148 [==============================] - 0s 68us/step - loss: 52581.3348 - mean_absolute_error: 193.2172 - val_loss: 95426.8072 - val_mean_absolute_error: 287.3087 Epoch 1066/5000 148/148 [==============================] - 0s 68us/step - loss: 52549.4824 - mean_absolute_error: 193.1567 - val_loss: 95375.3684 - val_mean_absolute_error: 287.2275 Epoch 1067/5000 148/148 [==============================] - 0s 81us/step - loss: 52515.3826 - mean_absolute_error: 193.0947 - val_loss: 95323.0797 - val_mean_absolute_error: 287.1439 Epoch 1068/5000 148/148 [==============================] - 0s 68us/step - loss: 52481.5587 - mean_absolute_error: 193.0329 - val_loss: 95270.9228 - val_mean_absolute_error: 287.0611 Epoch 1069/5000 148/148 [==============================] - 0s 74us/step - loss: 52450.1875 - mean_absolute_error: 192.9634 - val_loss: 95219.0497 - val_mean_absolute_error: 286.9790 Epoch 1070/5000 148/148 [==============================] - 0s 68us/step - loss: 52417.1329 - mean_absolute_error: 192.8885 - val_loss: 95169.0266 - val_mean_absolute_error: 286.9001 Epoch 1071/5000 148/148 [==============================] - 0s 74us/step - loss: 52385.1724 - mean_absolute_error: 192.8164 - val_loss: 95120.3266 - val_mean_absolute_error: 286.8222 Epoch 1072/5000 148/148 [==============================] - 0s 68us/step - loss: 52354.0479 - mean_absolute_error: 192.7527 - val_loss: 95071.2275 - val_mean_absolute_error: 286.7436 Epoch 1073/5000 148/148 [==============================] - 0s 74us/step - loss: 52323.0982 - mean_absolute_error: 192.6914 - val_loss: 95022.8853 - val_mean_absolute_error: 286.6666 Epoch 1074/5000 148/148 [==============================] - 0s 74us/step - loss: 52292.1007 - mean_absolute_error: 192.6254 - val_loss: 94977.5866 - val_mean_absolute_error: 286.5950 Epoch 1075/5000 148/148 [==============================] - 0s 81us/step - loss: 52262.9921 - mean_absolute_error: 192.5614 - val_loss: 94930.8419 - val_mean_absolute_error: 286.5212 Epoch 1076/5000 148/148 [==============================] - 0s 68us/step - loss: 52232.7024 - mean_absolute_error: 192.4949 - val_loss: 94882.6419 - val_mean_absolute_error: 286.4454 Epoch 1077/5000 148/148 [==============================] - 0s 74us/step - loss: 52202.1997 - mean_absolute_error: 192.4355 - val_loss: 94833.1653 - val_mean_absolute_error: 286.3674 Epoch 1078/5000 148/148 [==============================] - 0s 68us/step - loss: 52170.9961 - mean_absolute_error: 192.3668 - val_loss: 94782.9422 - val_mean_absolute_error: 286.2883 Epoch 1079/5000 148/148 [==============================] - 0s 61us/step - loss: 52139.0743 - mean_absolute_error: 192.2930 - val_loss: 94731.7722 - val_mean_absolute_error: 286.2077 Epoch 1080/5000 148/148 [==============================] - 0s 74us/step - loss: 52105.7765 - mean_absolute_error: 192.2231 - val_loss: 94681.4444 - val_mean_absolute_error: 286.1279 Epoch 1081/5000 148/148 [==============================] - 0s 68us/step - loss: 52074.8917 - mean_absolute_error: 192.1565 - val_loss: 94630.3047 - val_mean_absolute_error: 286.0467 Epoch 1082/5000 148/148 [==============================] - 0s 68us/step - loss: 52043.0815 - mean_absolute_error: 192.1133 - val_loss: 94579.8288 - val_mean_absolute_error: 285.9656 Epoch 1083/5000 148/148 [==============================] - 0s 74us/step - loss: 52009.5722 - mean_absolute_error: 192.0957 - val_loss: 94531.3488 - val_mean_absolute_error: 285.8884 Epoch 1084/5000 148/148 [==============================] - 0s 68us/step - loss: 51979.5312 - mean_absolute_error: 192.0548 - val_loss: 94482.3269 - val_mean_absolute_error: 285.8103 Epoch 1085/5000 148/148 [==============================] - 0s 74us/step - loss: 51946.8110 - mean_absolute_error: 192.0266 - val_loss: 94432.7612 - val_mean_absolute_error: 285.7303 Epoch 1086/5000 148/148 [==============================] - 0s 68us/step - loss: 51918.9243 - mean_absolute_error: 192.0293 - val_loss: 94384.5534 - val_mean_absolute_error: 285.6530 Epoch 1087/5000 148/148 [==============================] - 0s 81us/step - loss: 51889.1274 - mean_absolute_error: 192.0008 - val_loss: 94336.2872 - val_mean_absolute_error: 285.5757 Epoch 1088/5000 148/148 [==============================] - 0s 81us/step - loss: 51858.3461 - mean_absolute_error: 191.9615 - val_loss: 94287.4241 - val_mean_absolute_error: 285.4976 Epoch 1089/5000 148/148 [==============================] - 0s 81us/step - loss: 51828.8385 - mean_absolute_error: 191.9326 - val_loss: 94238.3644 - val_mean_absolute_error: 285.4193 Epoch 1090/5000 148/148 [==============================] - 0s 68us/step - loss: 51797.5289 - mean_absolute_error: 191.9070 - val_loss: 94190.6316 - val_mean_absolute_error: 285.3430 Epoch 1091/5000 148/148 [==============================] - 0s 68us/step - loss: 51768.6871 - mean_absolute_error: 191.8760 - val_loss: 94143.8669 - val_mean_absolute_error: 285.2685 Epoch 1092/5000 148/148 [==============================] - 0s 81us/step - loss: 51739.6245 - mean_absolute_error: 191.8467 - val_loss: 94098.4853 - val_mean_absolute_error: 285.1957 Epoch 1093/5000 148/148 [==============================] - 0s 74us/step - loss: 51709.7408 - mean_absolute_error: 191.7959 - val_loss: 94053.3003 - val_mean_absolute_error: 285.1237 Epoch 1094/5000 148/148 [==============================] - 0s 68us/step - loss: 51680.4916 - mean_absolute_error: 191.7388 - val_loss: 94006.4388 - val_mean_absolute_error: 285.0493 Epoch 1095/5000 148/148 [==============================] - 0s 74us/step - loss: 51650.5202 - mean_absolute_error: 191.6773 - val_loss: 93957.4850 - val_mean_absolute_error: 284.9718 Epoch 1096/5000 148/148 [==============================] - 0s 68us/step - loss: 51619.0806 - mean_absolute_error: 191.6115 - val_loss: 93909.9794 - val_mean_absolute_error: 284.8964 Epoch 1097/5000 148/148 [==============================] - 0s 68us/step - loss: 51588.5383 - mean_absolute_error: 191.5436 - val_loss: 93860.9816 - val_mean_absolute_error: 284.8186 Epoch 1098/5000 148/148 [==============================] - 0s 81us/step - loss: 51557.2908 - mean_absolute_error: 191.4713 - val_loss: 93812.4713 - val_mean_absolute_error: 284.7415 Epoch 1099/5000 148/148 [==============================] - 0s 74us/step - loss: 51526.7345 - mean_absolute_error: 191.4072 - val_loss: 93764.2119 - val_mean_absolute_error: 284.6647 Epoch 1100/5000 148/148 [==============================] - 0s 68us/step - loss: 51494.9700 - mean_absolute_error: 191.3408 - val_loss: 93713.6375 - val_mean_absolute_error: 284.5840 Epoch 1101/5000 148/148 [==============================] - 0s 74us/step - loss: 51462.5866 - mean_absolute_error: 191.2702 - val_loss: 93663.4637 - val_mean_absolute_error: 284.5040 Epoch 1102/5000 148/148 [==============================] - 0s 68us/step - loss: 51430.7610 - mean_absolute_error: 191.2061 - val_loss: 93614.8659 - val_mean_absolute_error: 284.4263 Epoch 1103/5000 148/148 [==============================] - 0s 74us/step - loss: 51399.9353 - mean_absolute_error: 191.1518 - val_loss: 93564.2659 - val_mean_absolute_error: 284.3457 Epoch 1104/5000 148/148 [==============================] - 0s 74us/step - loss: 51367.2838 - mean_absolute_error: 191.0922 - val_loss: 93512.4691 - val_mean_absolute_error: 284.2628 Epoch 1105/5000 148/148 [==============================] - 0s 68us/step - loss: 51334.8929 - mean_absolute_error: 191.0269 - val_loss: 93461.8216 - val_mean_absolute_error: 284.1820 Epoch 1106/5000 148/148 [==============================] - 0s 68us/step - loss: 51303.2792 - mean_absolute_error: 190.9641 - val_loss: 93411.4806 - val_mean_absolute_error: 284.1018 Epoch 1107/5000 148/148 [==============================] - 0s 68us/step - loss: 51271.5842 - mean_absolute_error: 190.8979 - val_loss: 93364.3569 - val_mean_absolute_error: 284.0267 Epoch 1108/5000 148/148 [==============================] - 0s 68us/step - loss: 51241.9208 - mean_absolute_error: 190.8309 - val_loss: 93316.9816 - val_mean_absolute_error: 283.9512 Epoch 1109/5000 148/148 [==============================] - 0s 68us/step - loss: 51212.4964 - mean_absolute_error: 190.7664 - val_loss: 93268.2909 - val_mean_absolute_error: 283.8730 Epoch 1110/5000 148/148 [==============================] - 0s 74us/step - loss: 51180.6885 - mean_absolute_error: 190.7276 - val_loss: 93218.4694 - val_mean_absolute_error: 283.7922 Epoch 1111/5000 148/148 [==============================] - 0s 74us/step - loss: 51150.1134 - mean_absolute_error: 190.7112 - val_loss: 93169.7256 - val_mean_absolute_error: 283.7135 Epoch 1112/5000 148/148 [==============================] - 0s 68us/step - loss: 51120.3660 - mean_absolute_error: 190.6640 - val_loss: 93121.3587 - val_mean_absolute_error: 283.6356 Epoch 1113/5000 148/148 [==============================] - 0s 74us/step - loss: 51090.4040 - mean_absolute_error: 190.6111 - val_loss: 93072.9966 - val_mean_absolute_error: 283.5577 Epoch 1114/5000 148/148 [==============================] - 0s 68us/step - loss: 51060.3114 - mean_absolute_error: 190.5697 - val_loss: 93024.8997 - val_mean_absolute_error: 283.4808 Epoch 1115/5000 148/148 [==============================] - 0s 68us/step - loss: 51031.1261 - mean_absolute_error: 190.5255 - val_loss: 92976.7384 - val_mean_absolute_error: 283.4041 Epoch 1116/5000 148/148 [==============================] - 0s 68us/step - loss: 51000.2100 - mean_absolute_error: 190.4710 - val_loss: 92930.1516 - val_mean_absolute_error: 283.3300 Epoch 1117/5000 148/148 [==============================] - 0s 74us/step - loss: 50970.3745 - mean_absolute_error: 190.4143 - val_loss: 92882.2737 - val_mean_absolute_error: 283.2533 Epoch 1118/5000 148/148 [==============================] - 0s 68us/step - loss: 50940.6336 - mean_absolute_error: 190.3495 - val_loss: 92834.8991 - val_mean_absolute_error: 283.1773 Epoch 1119/5000 148/148 [==============================] - 0s 74us/step - loss: 50910.7177 - mean_absolute_error: 190.2757 - val_loss: 92788.0287 - val_mean_absolute_error: 283.1023 Epoch 1120/5000 148/148 [==============================] - 0s 68us/step - loss: 50880.4822 - mean_absolute_error: 190.1927 - val_loss: 92740.9981 - val_mean_absolute_error: 283.0276 Epoch 1121/5000 148/148 [==============================] - 0s 74us/step - loss: 50850.5587 - mean_absolute_error: 190.1138 - val_loss: 92693.6925 - val_mean_absolute_error: 282.9521 Epoch 1122/5000 148/148 [==============================] - 0s 74us/step - loss: 50819.2829 - mean_absolute_error: 190.0462 - val_loss: 92648.4956 - val_mean_absolute_error: 282.8803 Epoch 1123/5000 148/148 [==============================] - 0s 74us/step - loss: 50790.8682 - mean_absolute_error: 189.9973 - val_loss: 92602.5841 - val_mean_absolute_error: 282.8072 Epoch 1124/5000 148/148 [==============================] - 0s 61us/step - loss: 50761.3034 - mean_absolute_error: 189.9425 - val_loss: 92556.2916 - val_mean_absolute_error: 282.7332 Epoch 1125/5000 148/148 [==============================] - 0s 74us/step - loss: 50732.0736 - mean_absolute_error: 189.8882 - val_loss: 92507.2859 - val_mean_absolute_error: 282.6547 Epoch 1126/5000 148/148 [==============================] - 0s 68us/step - loss: 50700.2801 - mean_absolute_error: 189.8238 - val_loss: 92458.8003 - val_mean_absolute_error: 282.5770 Epoch 1127/5000 148/148 [==============================] - 0s 68us/step - loss: 50669.9064 - mean_absolute_error: 189.7614 - val_loss: 92409.1844 - val_mean_absolute_error: 282.4973 Epoch 1128/5000 148/148 [==============================] - 0s 74us/step - loss: 50640.4882 - mean_absolute_error: 189.7303 - val_loss: 92361.6938 - val_mean_absolute_error: 282.4206 Epoch 1129/5000 148/148 [==============================] - 0s 61us/step - loss: 50608.5733 - mean_absolute_error: 189.6836 - val_loss: 92315.1172 - val_mean_absolute_error: 282.3452 Epoch 1130/5000 148/148 [==============================] - 0s 74us/step - loss: 50581.2050 - mean_absolute_error: 189.6489 - val_loss: 92265.2516 - val_mean_absolute_error: 282.2637 Epoch 1131/5000 148/148 [==============================] - 0s 74us/step - loss: 50548.6043 - mean_absolute_error: 189.5849 - val_loss: 92219.4222 - val_mean_absolute_error: 282.1895 Epoch 1132/5000 148/148 [==============================] - 0s 61us/step - loss: 50519.6416 - mean_absolute_error: 189.5165 - val_loss: 92174.9453 - val_mean_absolute_error: 282.1176 Epoch 1133/5000 148/148 [==============================] - 0s 68us/step - loss: 50490.6118 - mean_absolute_error: 189.4516 - val_loss: 92129.3687 - val_mean_absolute_error: 282.0441 Epoch 1134/5000 148/148 [==============================] - 0s 74us/step - loss: 50461.7606 - mean_absolute_error: 189.3867 - val_loss: 92082.7541 - val_mean_absolute_error: 281.9691 Epoch 1135/5000 148/148 [==============================] - 0s 68us/step - loss: 50431.6412 - mean_absolute_error: 189.3182 - val_loss: 92036.2400 - val_mean_absolute_error: 281.8936 Epoch 1136/5000 148/148 [==============================] - 0s 74us/step - loss: 50401.4541 - mean_absolute_error: 189.2448 - val_loss: 91987.8925 - val_mean_absolute_error: 281.8154 Epoch 1137/5000 148/148 [==============================] - 0s 81us/step - loss: 50371.3676 - mean_absolute_error: 189.1717 - val_loss: 91940.5931 - val_mean_absolute_error: 281.7384 Epoch 1138/5000 148/148 [==============================] - 0s 68us/step - loss: 50341.0011 - mean_absolute_error: 189.0949 - val_loss: 91892.2447 - val_mean_absolute_error: 281.6600 Epoch 1139/5000 148/148 [==============================] - 0s 68us/step - loss: 50309.9661 - mean_absolute_error: 189.0237 - val_loss: 91844.2559 - val_mean_absolute_error: 281.5823 Epoch 1140/5000 148/148 [==============================] - 0s 74us/step - loss: 50279.5070 - mean_absolute_error: 188.9558 - val_loss: 91796.7131 - val_mean_absolute_error: 281.5056 Epoch 1141/5000 148/148 [==============================] - 0s 74us/step - loss: 50249.4518 - mean_absolute_error: 188.8880 - val_loss: 91750.6413 - val_mean_absolute_error: 281.4314 Epoch 1142/5000 148/148 [==============================] - 0s 61us/step - loss: 50219.5222 - mean_absolute_error: 188.8252 - val_loss: 91703.8459 - val_mean_absolute_error: 281.3559 Epoch 1143/5000 148/148 [==============================] - 0s 81us/step - loss: 50189.5446 - mean_absolute_error: 188.7535 - val_loss: 91656.7684 - val_mean_absolute_error: 281.2802 Epoch 1144/5000 148/148 [==============================] - 0s 74us/step - loss: 50159.9017 - mean_absolute_error: 188.6798 - val_loss: 91608.9322 - val_mean_absolute_error: 281.2031 Epoch 1145/5000 148/148 [==============================] - 0s 74us/step - loss: 50130.2022 - mean_absolute_error: 188.6093 - val_loss: 91559.6797 - val_mean_absolute_error: 281.1239 Epoch 1146/5000 148/148 [==============================] - 0s 74us/step - loss: 50098.1990 - mean_absolute_error: 188.5370 - val_loss: 91509.8319 - val_mean_absolute_error: 281.0441 Epoch 1147/5000 148/148 [==============================] - 0s 74us/step - loss: 50065.9940 - mean_absolute_error: 188.4670 - val_loss: 91460.9088 - val_mean_absolute_error: 280.9664 Epoch 1148/5000 148/148 [==============================] - 0s 68us/step - loss: 50036.1132 - mean_absolute_error: 188.4075 - val_loss: 91411.7563 - val_mean_absolute_error: 280.8877 Epoch 1149/5000 148/148 [==============================] - 0s 68us/step - loss: 50004.7307 - mean_absolute_error: 188.3412 - val_loss: 91362.7531 - val_mean_absolute_error: 280.8088 Epoch 1150/5000 148/148 [==============================] - 0s 74us/step - loss: 49973.8023 - mean_absolute_error: 188.2680 - val_loss: 91314.7181 - val_mean_absolute_error: 280.7302 Epoch 1151/5000 148/148 [==============================] - 0s 74us/step - loss: 49943.2310 - mean_absolute_error: 188.2035 - val_loss: 91265.5553 - val_mean_absolute_error: 280.6501 Epoch 1152/5000 148/148 [==============================] - 0s 74us/step - loss: 49911.7279 - mean_absolute_error: 188.1396 - val_loss: 91216.6772 - val_mean_absolute_error: 280.5711 Epoch 1153/5000 148/148 [==============================] - 0s 74us/step - loss: 49881.5495 - mean_absolute_error: 188.0811 - val_loss: 91168.9947 - val_mean_absolute_error: 280.4941 Epoch 1154/5000 148/148 [==============================] - 0s 68us/step - loss: 49851.0782 - mean_absolute_error: 188.0237 - val_loss: 91123.1728 - val_mean_absolute_error: 280.4199 Epoch 1155/5000 148/148 [==============================] - 0s 68us/step - loss: 49822.0184 - mean_absolute_error: 187.9738 - val_loss: 91076.7431 - val_mean_absolute_error: 280.3449 Epoch 1156/5000 148/148 [==============================] - 0s 68us/step - loss: 49793.4537 - mean_absolute_error: 187.9165 - val_loss: 91030.6941 - val_mean_absolute_error: 280.2703 Epoch 1157/5000 148/148 [==============================] - 0s 74us/step - loss: 49762.6112 - mean_absolute_error: 187.8629 - val_loss: 90985.5559 - val_mean_absolute_error: 280.1977 Epoch 1158/5000 148/148 [==============================] - 0s 74us/step - loss: 49733.9823 - mean_absolute_error: 187.8143 - val_loss: 90937.5881 - val_mean_absolute_error: 280.1202 Epoch 1159/5000 148/148 [==============================] - 0s 74us/step - loss: 49704.8123 - mean_absolute_error: 187.7429 - val_loss: 90890.4591 - val_mean_absolute_error: 280.0444 Epoch 1160/5000 148/148 [==============================] - 0s 68us/step - loss: 49673.7037 - mean_absolute_error: 187.6635 - val_loss: 90843.5150 - val_mean_absolute_error: 279.9690 Epoch 1161/5000 148/148 [==============================] - 0s 74us/step - loss: 49645.2543 - mean_absolute_error: 187.5881 - val_loss: 90797.1641 - val_mean_absolute_error: 279.8945 Epoch 1162/5000 148/148 [==============================] - 0s 68us/step - loss: 49613.9398 - mean_absolute_error: 187.5439 - val_loss: 90751.7156 - val_mean_absolute_error: 279.8199 Epoch 1163/5000 148/148 [==============================] - 0s 68us/step - loss: 49587.6526 - mean_absolute_error: 187.5324 - val_loss: 90706.1103 - val_mean_absolute_error: 279.7451 Epoch 1164/5000 148/148 [==============================] - 0s 74us/step - loss: 49559.4880 - mean_absolute_error: 187.4919 - val_loss: 90659.7637 - val_mean_absolute_error: 279.6696 Epoch 1165/5000 148/148 [==============================] - 0s 81us/step - loss: 49530.1686 - mean_absolute_error: 187.4463 - val_loss: 90613.7331 - val_mean_absolute_error: 279.5955 Epoch 1166/5000 148/148 [==============================] - 0s 68us/step - loss: 49501.6172 - mean_absolute_error: 187.3968 - val_loss: 90565.4212 - val_mean_absolute_error: 279.5173 Epoch 1167/5000 148/148 [==============================] - 0s 68us/step - loss: 49470.7035 - mean_absolute_error: 187.3341 - val_loss: 90518.3313 - val_mean_absolute_error: 279.4414 Epoch 1168/5000 148/148 [==============================] - 0s 68us/step - loss: 49441.4620 - mean_absolute_error: 187.2678 - val_loss: 90470.7169 - val_mean_absolute_error: 279.3643 Epoch 1169/5000 148/148 [==============================] - 0s 74us/step - loss: 49409.9387 - mean_absolute_error: 187.1963 - val_loss: 90422.4272 - val_mean_absolute_error: 279.2860 Epoch 1170/5000 148/148 [==============================] - 0s 74us/step - loss: 49380.0382 - mean_absolute_error: 187.1589 - val_loss: 90373.3019 - val_mean_absolute_error: 279.2061 Epoch 1171/5000 148/148 [==============================] - 0s 74us/step - loss: 49350.4268 - mean_absolute_error: 187.1386 - val_loss: 90325.1491 - val_mean_absolute_error: 279.1275 Epoch 1172/5000 148/148 [==============================] - 0s 68us/step - loss: 49319.8830 - mean_absolute_error: 187.0935 - val_loss: 90277.3084 - val_mean_absolute_error: 279.0499 Epoch 1173/5000 148/148 [==============================] - 0s 74us/step - loss: 49290.0415 - mean_absolute_error: 187.0332 - val_loss: 90231.8397 - val_mean_absolute_error: 278.9760 Epoch 1174/5000 148/148 [==============================] - 0s 68us/step - loss: 49260.7945 - mean_absolute_error: 186.9638 - val_loss: 90186.1784 - val_mean_absolute_error: 278.9020 Epoch 1175/5000 148/148 [==============================] - 0s 74us/step - loss: 49232.0393 - mean_absolute_error: 186.8942 - val_loss: 90140.8656 - val_mean_absolute_error: 278.8285 Epoch 1176/5000 148/148 [==============================] - 0s 74us/step - loss: 49202.8768 - mean_absolute_error: 186.8229 - val_loss: 90095.1856 - val_mean_absolute_error: 278.7542 Epoch 1177/5000 148/148 [==============================] - 0s 81us/step - loss: 49173.9354 - mean_absolute_error: 186.7582 - val_loss: 90048.9906 - val_mean_absolute_error: 278.6790 Epoch 1178/5000 148/148 [==============================] - 0s 81us/step - loss: 49145.1578 - mean_absolute_error: 186.6999 - val_loss: 90003.1950 - val_mean_absolute_error: 278.6049 Epoch 1179/5000 148/148 [==============================] - 0s 74us/step - loss: 49116.1214 - mean_absolute_error: 186.6388 - val_loss: 89957.5663 - val_mean_absolute_error: 278.5318 Epoch 1180/5000 148/148 [==============================] - 0s 68us/step - loss: 49087.4859 - mean_absolute_error: 186.5767 - val_loss: 89910.6591 - val_mean_absolute_error: 278.4570 Epoch 1181/5000 148/148 [==============================] - 0s 68us/step - loss: 49056.6794 - mean_absolute_error: 186.5114 - val_loss: 89863.0016 - val_mean_absolute_error: 278.3809 Epoch 1182/5000 148/148 [==============================] - 0s 68us/step - loss: 49028.7210 - mean_absolute_error: 186.4817 - val_loss: 89813.5822 - val_mean_absolute_error: 278.3006 Epoch 1183/5000 148/148 [==============================] - 0s 68us/step - loss: 48997.9704 - mean_absolute_error: 186.4627 - val_loss: 89765.9559 - val_mean_absolute_error: 278.2236 Epoch 1184/5000 148/148 [==============================] - 0s 68us/step - loss: 48969.3410 - mean_absolute_error: 186.4368 - val_loss: 89717.9772 - val_mean_absolute_error: 278.1461 Epoch 1185/5000 148/148 [==============================] - 0s 81us/step - loss: 48939.1898 - mean_absolute_error: 186.3935 - val_loss: 89671.9031 - val_mean_absolute_error: 278.0720 Epoch 1186/5000 148/148 [==============================] - 0s 74us/step - loss: 48910.7045 - mean_absolute_error: 186.3428 - val_loss: 89626.4162 - val_mean_absolute_error: 277.9989 Epoch 1187/5000 148/148 [==============================] - 0s 68us/step - loss: 48882.0853 - mean_absolute_error: 186.2874 - val_loss: 89581.5681 - val_mean_absolute_error: 277.9264 Epoch 1188/5000 148/148 [==============================] - 0s 74us/step - loss: 48853.3216 - mean_absolute_error: 186.2291 - val_loss: 89536.1881 - val_mean_absolute_error: 277.8536 Epoch 1189/5000 148/148 [==============================] - 0s 74us/step - loss: 48825.3591 - mean_absolute_error: 186.1616 - val_loss: 89491.0581 - val_mean_absolute_error: 277.7808 Epoch 1190/5000 148/148 [==============================] - 0s 68us/step - loss: 48796.5865 - mean_absolute_error: 186.0986 - val_loss: 89445.8562 - val_mean_absolute_error: 277.7080 Epoch 1191/5000 148/148 [==============================] - 0s 74us/step - loss: 48768.1158 - mean_absolute_error: 186.0335 - val_loss: 89402.2875 - val_mean_absolute_error: 277.6375 Epoch 1192/5000 148/148 [==============================] - 0s 74us/step - loss: 48739.7659 - mean_absolute_error: 185.9549 - val_loss: 89357.9709 - val_mean_absolute_error: 277.5662 Epoch 1193/5000 148/148 [==============================] - 0s 74us/step - loss: 48711.1470 - mean_absolute_error: 185.8762 - val_loss: 89311.9525 - val_mean_absolute_error: 277.4921 Epoch 1194/5000 148/148 [==============================] - 0s 68us/step - loss: 48681.8635 - mean_absolute_error: 185.7980 - val_loss: 89265.9344 - val_mean_absolute_error: 277.4178 Epoch 1195/5000 148/148 [==============================] - 0s 81us/step - loss: 48653.7388 - mean_absolute_error: 185.7549 - val_loss: 89219.2300 - val_mean_absolute_error: 277.3420 Epoch 1196/5000 148/148 [==============================] - 0s 68us/step - loss: 48623.3594 - mean_absolute_error: 185.7299 - val_loss: 89173.0816 - val_mean_absolute_error: 277.2670 Epoch 1197/5000 148/148 [==============================] - 0s 74us/step - loss: 48594.7822 - mean_absolute_error: 185.6909 - val_loss: 89126.1700 - val_mean_absolute_error: 277.1911 Epoch 1198/5000 148/148 [==============================] - 0s 74us/step - loss: 48565.4809 - mean_absolute_error: 185.6311 - val_loss: 89079.2538 - val_mean_absolute_error: 277.1155 Epoch 1199/5000 148/148 [==============================] - 0s 88us/step - loss: 48536.1757 - mean_absolute_error: 185.5643 - val_loss: 89034.2550 - val_mean_absolute_error: 277.0427 Epoch 1200/5000 148/148 [==============================] - 0s 74us/step - loss: 48508.0355 - mean_absolute_error: 185.5013 - val_loss: 88991.5144 - val_mean_absolute_error: 276.9734 Epoch 1201/5000 148/148 [==============================] - 0s 74us/step - loss: 48481.1964 - mean_absolute_error: 185.4191 - val_loss: 88948.4512 - val_mean_absolute_error: 276.9042 Epoch 1202/5000 148/148 [==============================] - 0s 61us/step - loss: 48452.9351 - mean_absolute_error: 185.3354 - val_loss: 88904.7397 - val_mean_absolute_error: 276.8332 Epoch 1203/5000 148/148 [==============================] - 0s 68us/step - loss: 48424.2597 - mean_absolute_error: 185.2918 - val_loss: 88857.0056 - val_mean_absolute_error: 276.7545 Epoch 1204/5000 148/148 [==============================] - 0s 68us/step - loss: 48395.0700 - mean_absolute_error: 185.2605 - val_loss: 88809.6931 - val_mean_absolute_error: 276.6776 Epoch 1205/5000 148/148 [==============================] - 0s 68us/step - loss: 48367.8864 - mean_absolute_error: 185.2226 - val_loss: 88763.4541 - val_mean_absolute_error: 276.6024 Epoch 1206/5000 148/148 [==============================] - 0s 61us/step - loss: 48338.6923 - mean_absolute_error: 185.1645 - val_loss: 88717.8369 - val_mean_absolute_error: 276.5287 Epoch 1207/5000 148/148 [==============================] - 0s 68us/step - loss: 48309.4978 - mean_absolute_error: 185.0937 - val_loss: 88672.8653 - val_mean_absolute_error: 276.4560 Epoch 1208/5000 148/148 [==============================] - 0s 74us/step - loss: 48281.1636 - mean_absolute_error: 185.0247 - val_loss: 88625.9178 - val_mean_absolute_error: 276.3797 Epoch 1209/5000 148/148 [==============================] - 0s 81us/step - loss: 48251.4549 - mean_absolute_error: 184.9576 - val_loss: 88579.0000 - val_mean_absolute_error: 276.3030 Epoch 1210/5000 148/148 [==============================] - 0s 68us/step - loss: 48221.6917 - mean_absolute_error: 184.9160 - val_loss: 88531.2606 - val_mean_absolute_error: 276.2244 Epoch 1211/5000 148/148 [==============================] - 0s 68us/step - loss: 48192.8708 - mean_absolute_error: 184.8749 - val_loss: 88484.8575 - val_mean_absolute_error: 276.1486 Epoch 1212/5000 148/148 [==============================] - 0s 81us/step - loss: 48165.0508 - mean_absolute_error: 184.8204 - val_loss: 88438.3097 - val_mean_absolute_error: 276.0729 Epoch 1213/5000 148/148 [==============================] - 0s 68us/step - loss: 48136.0177 - mean_absolute_error: 184.7580 - val_loss: 88391.5181 - val_mean_absolute_error: 275.9968 Epoch 1214/5000 148/148 [==============================] - 0s 74us/step - loss: 48107.2374 - mean_absolute_error: 184.7016 - val_loss: 88345.5078 - val_mean_absolute_error: 275.9221 Epoch 1215/5000 148/148 [==============================] - 0s 68us/step - loss: 48078.9859 - mean_absolute_error: 184.6513 - val_loss: 88301.1859 - val_mean_absolute_error: 275.8504 Epoch 1216/5000 148/148 [==============================] - 0s 81us/step - loss: 48050.5093 - mean_absolute_error: 184.5935 - val_loss: 88257.5622 - val_mean_absolute_error: 275.7801 Epoch 1217/5000 148/148 [==============================] - 0s 74us/step - loss: 48023.0288 - mean_absolute_error: 184.5292 - val_loss: 88214.0931 - val_mean_absolute_error: 275.7099 Epoch 1218/5000 148/148 [==============================] - 0s 68us/step - loss: 47995.1991 - mean_absolute_error: 184.4915 - val_loss: 88170.0744 - val_mean_absolute_error: 275.6383 Epoch 1219/5000 148/148 [==============================] - 0s 68us/step - loss: 47968.2369 - mean_absolute_error: 184.4751 - val_loss: 88124.0100 - val_mean_absolute_error: 275.5631 Epoch 1220/5000 148/148 [==============================] - 0s 68us/step - loss: 47939.5757 - mean_absolute_error: 184.4350 - val_loss: 88077.0503 - val_mean_absolute_error: 275.4864 Epoch 1221/5000 148/148 [==============================] - 0s 74us/step - loss: 47910.4011 - mean_absolute_error: 184.3792 - val_loss: 88031.8316 - val_mean_absolute_error: 275.4131 Epoch 1222/5000 148/148 [==============================] - 0s 68us/step - loss: 47881.9674 - mean_absolute_error: 184.3100 - val_loss: 87988.3431 - val_mean_absolute_error: 275.3427 Epoch 1223/5000 148/148 [==============================] - 0s 74us/step - loss: 47854.3718 - mean_absolute_error: 184.2449 - val_loss: 87943.2722 - val_mean_absolute_error: 275.2696 Epoch 1224/5000 148/148 [==============================] - 0s 81us/step - loss: 47826.1782 - mean_absolute_error: 184.1886 - val_loss: 87898.4816 - val_mean_absolute_error: 275.1967 Epoch 1225/5000 148/148 [==============================] - 0s 74us/step - loss: 47798.0092 - mean_absolute_error: 184.1319 - val_loss: 87852.1712 - val_mean_absolute_error: 275.1211 Epoch 1226/5000 148/148 [==============================] - 0s 81us/step - loss: 47768.6641 - mean_absolute_error: 184.0699 - val_loss: 87804.7294 - val_mean_absolute_error: 275.0437 Epoch 1227/5000 148/148 [==============================] - 0s 74us/step - loss: 47737.9445 - mean_absolute_error: 184.0013 - val_loss: 87757.0491 - val_mean_absolute_error: 274.9660 Epoch 1228/5000 148/148 [==============================] - 0s 68us/step - loss: 47708.7099 - mean_absolute_error: 183.9417 - val_loss: 87708.6475 - val_mean_absolute_error: 274.8871 Epoch 1229/5000 148/148 [==============================] - 0s 74us/step - loss: 47677.4115 - mean_absolute_error: 183.8730 - val_loss: 87662.2191 - val_mean_absolute_error: 274.8110 Epoch 1230/5000 148/148 [==============================] - 0s 81us/step - loss: 47648.5193 - mean_absolute_error: 183.7985 - val_loss: 87616.6331 - val_mean_absolute_error: 274.7366 Epoch 1231/5000 148/148 [==============================] - 0s 68us/step - loss: 47619.5804 - mean_absolute_error: 183.7204 - val_loss: 87569.8028 - val_mean_absolute_error: 274.6600 Epoch 1232/5000 148/148 [==============================] - 0s 74us/step - loss: 47589.8707 - mean_absolute_error: 183.6558 - val_loss: 87523.6166 - val_mean_absolute_error: 274.5842 Epoch 1233/5000 148/148 [==============================] - 0s 68us/step - loss: 47560.9442 - mean_absolute_error: 183.6051 - val_loss: 87477.2703 - val_mean_absolute_error: 274.5081 Epoch 1234/5000 148/148 [==============================] - 0s 81us/step - loss: 47531.2673 - mean_absolute_error: 183.5475 - val_loss: 87430.9122 - val_mean_absolute_error: 274.4320 Epoch 1235/5000 148/148 [==============================] - 0s 61us/step - loss: 47502.1485 - mean_absolute_error: 183.4898 - val_loss: 87383.1962 - val_mean_absolute_error: 274.3536 Epoch 1236/5000 148/148 [==============================] - 0s 68us/step - loss: 47472.3438 - mean_absolute_error: 183.4225 - val_loss: 87336.2128 - val_mean_absolute_error: 274.2758 Epoch 1237/5000 148/148 [==============================] - 0s 74us/step - loss: 47442.9864 - mean_absolute_error: 183.3506 - val_loss: 87290.4019 - val_mean_absolute_error: 274.2002 Epoch 1238/5000 148/148 [==============================] - 0s 68us/step - loss: 47412.5333 - mean_absolute_error: 183.2712 - val_loss: 87245.8509 - val_mean_absolute_error: 274.1270 Epoch 1239/5000 148/148 [==============================] - 0s 68us/step - loss: 47386.0316 - mean_absolute_error: 183.1848 - val_loss: 87200.6441 - val_mean_absolute_error: 274.0529 Epoch 1240/5000 148/148 [==============================] - 0s 68us/step - loss: 47355.6324 - mean_absolute_error: 183.1000 - val_loss: 87155.2822 - val_mean_absolute_error: 273.9786 Epoch 1241/5000 148/148 [==============================] - 0s 74us/step - loss: 47328.1706 - mean_absolute_error: 183.0220 - val_loss: 87109.9078 - val_mean_absolute_error: 273.9043 Epoch 1242/5000 148/148 [==============================] - 0s 68us/step - loss: 47298.7151 - mean_absolute_error: 182.9453 - val_loss: 87066.1816 - val_mean_absolute_error: 273.8324 Epoch 1243/5000 148/148 [==============================] - 0s 81us/step - loss: 47269.8457 - mean_absolute_error: 182.8661 - val_loss: 87022.3262 - val_mean_absolute_error: 273.7602 Epoch 1244/5000 148/148 [==============================] - 0s 74us/step - loss: 47242.4155 - mean_absolute_error: 182.7910 - val_loss: 86976.7184 - val_mean_absolute_error: 273.6851 Epoch 1245/5000 148/148 [==============================] - 0s 74us/step - loss: 47212.1559 - mean_absolute_error: 182.7166 - val_loss: 86929.3794 - val_mean_absolute_error: 273.6070 Epoch 1246/5000 148/148 [==============================] - 0s 81us/step - loss: 47182.5341 - mean_absolute_error: 182.6554 - val_loss: 86881.0553 - val_mean_absolute_error: 273.5274 Epoch 1247/5000 148/148 [==============================] - 0s 68us/step - loss: 47154.0907 - mean_absolute_error: 182.5925 - val_loss: 86833.6091 - val_mean_absolute_error: 273.4492 Epoch 1248/5000 148/148 [==============================] - 0s 74us/step - loss: 47124.7517 - mean_absolute_error: 182.5290 - val_loss: 86788.9200 - val_mean_absolute_error: 273.3758 Epoch 1249/5000 148/148 [==============================] - 0s 74us/step - loss: 47097.4191 - mean_absolute_error: 182.4682 - val_loss: 86745.6728 - val_mean_absolute_error: 273.3053 Epoch 1250/5000 148/148 [==============================] - 0s 74us/step - loss: 47069.3470 - mean_absolute_error: 182.4069 - val_loss: 86703.3356 - val_mean_absolute_error: 273.2360 Epoch 1251/5000 148/148 [==============================] - 0s 68us/step - loss: 47043.6361 - mean_absolute_error: 182.3536 - val_loss: 86660.5519 - val_mean_absolute_error: 273.1660 Epoch 1252/5000 148/148 [==============================] - 0s 68us/step - loss: 47016.0149 - mean_absolute_error: 182.3014 - val_loss: 86615.4472 - val_mean_absolute_error: 273.0918 Epoch 1253/5000 148/148 [==============================] - 0s 74us/step - loss: 46988.4794 - mean_absolute_error: 182.2491 - val_loss: 86571.1509 - val_mean_absolute_error: 273.0186 Epoch 1254/5000 148/148 [==============================] - 0s 74us/step - loss: 46960.2094 - mean_absolute_error: 182.1880 - val_loss: 86526.7584 - val_mean_absolute_error: 272.9453 Epoch 1255/5000 148/148 [==============================] - 0s 68us/step - loss: 46931.6730 - mean_absolute_error: 182.1341 - val_loss: 86482.6450 - val_mean_absolute_error: 272.8720 Epoch 1256/5000 148/148 [==============================] - 0s 68us/step - loss: 46904.4786 - mean_absolute_error: 182.0837 - val_loss: 86437.3359 - val_mean_absolute_error: 272.7962 Epoch 1257/5000 148/148 [==============================] - 0s 74us/step - loss: 46877.1864 - mean_absolute_error: 182.0614 - val_loss: 86390.4569 - val_mean_absolute_error: 272.7176 Epoch 1258/5000 148/148 [==============================] - 0s 68us/step - loss: 46848.9170 - mean_absolute_error: 182.0705 - val_loss: 86345.9434 - val_mean_absolute_error: 272.6443 Epoch 1259/5000 148/148 [==============================] - 0s 81us/step - loss: 46822.0873 - mean_absolute_error: 182.0429 - val_loss: 86302.2575 - val_mean_absolute_error: 272.5724 Epoch 1260/5000 148/148 [==============================] - 0s 68us/step - loss: 46795.3896 - mean_absolute_error: 182.0009 - val_loss: 86257.6950 - val_mean_absolute_error: 272.4984 Epoch 1261/5000 148/148 [==============================] - 0s 74us/step - loss: 46767.1612 - mean_absolute_error: 181.9474 - val_loss: 86214.9797 - val_mean_absolute_error: 272.4276 Epoch 1262/5000 148/148 [==============================] - 0s 68us/step - loss: 46740.7278 - mean_absolute_error: 181.8889 - val_loss: 86171.7166 - val_mean_absolute_error: 272.3560 Epoch 1263/5000 148/148 [==============================] - 0s 81us/step - loss: 46713.9522 - mean_absolute_error: 181.8220 - val_loss: 86130.2663 - val_mean_absolute_error: 272.2881 Epoch 1264/5000 148/148 [==============================] - 0s 74us/step - loss: 46687.2503 - mean_absolute_error: 181.7487 - val_loss: 86086.6591 - val_mean_absolute_error: 272.2165 Epoch 1265/5000 148/148 [==============================] - 0s 74us/step - loss: 46660.5093 - mean_absolute_error: 181.6832 - val_loss: 86043.9350 - val_mean_absolute_error: 272.1464 Epoch 1266/5000 148/148 [==============================] - 0s 88us/step - loss: 46633.7029 - mean_absolute_error: 181.6221 - val_loss: 86001.5516 - val_mean_absolute_error: 272.0765 Epoch 1267/5000 148/148 [==============================] - 0s 81us/step - loss: 46606.8765 - mean_absolute_error: 181.5535 - val_loss: 85959.0875 - val_mean_absolute_error: 272.0066 Epoch 1268/5000 148/148 [==============================] - 0s 81us/step - loss: 46579.5176 - mean_absolute_error: 181.4839 - val_loss: 85916.1537 - val_mean_absolute_error: 271.9357 Epoch 1269/5000 148/148 [==============================] - 0s 81us/step - loss: 46552.3076 - mean_absolute_error: 181.4191 - val_loss: 85874.5291 - val_mean_absolute_error: 271.8675 Epoch 1270/5000 148/148 [==============================] - 0s 68us/step - loss: 46525.7508 - mean_absolute_error: 181.3586 - val_loss: 85830.7131 - val_mean_absolute_error: 271.7953 Epoch 1271/5000 148/148 [==============================] - 0s 68us/step - loss: 46497.9829 - mean_absolute_error: 181.2945 - val_loss: 85786.4425 - val_mean_absolute_error: 271.7221 Epoch 1272/5000 148/148 [==============================] - 0s 74us/step - loss: 46469.2104 - mean_absolute_error: 181.2219 - val_loss: 85741.7666 - val_mean_absolute_error: 271.6483 Epoch 1273/5000 148/148 [==============================] - 0s 74us/step - loss: 46442.8244 - mean_absolute_error: 181.1472 - val_loss: 85695.9700 - val_mean_absolute_error: 271.5721 Epoch 1274/5000 148/148 [==============================] - 0s 74us/step - loss: 46410.1540 - mean_absolute_error: 181.0962 - val_loss: 85647.5072 - val_mean_absolute_error: 271.4903 Epoch 1275/5000 148/148 [==============================] - 0s 68us/step - loss: 46382.5545 - mean_absolute_error: 181.0813 - val_loss: 85598.8619 - val_mean_absolute_error: 271.4086 Epoch 1276/5000 148/148 [==============================] - 0s 68us/step - loss: 46353.4265 - mean_absolute_error: 181.0551 - val_loss: 85550.4325 - val_mean_absolute_error: 271.3280 Epoch 1277/5000 148/148 [==============================] - 0s 68us/step - loss: 46323.0097 - mean_absolute_error: 181.0075 - val_loss: 85502.3441 - val_mean_absolute_error: 271.2479 Epoch 1278/5000 148/148 [==============================] - 0s 68us/step - loss: 46293.8555 - mean_absolute_error: 180.9506 - val_loss: 85455.8647 - val_mean_absolute_error: 271.1708 Epoch 1279/5000 148/148 [==============================] - 0s 81us/step - loss: 46265.1331 - mean_absolute_error: 180.8890 - val_loss: 85410.7172 - val_mean_absolute_error: 271.0957 Epoch 1280/5000 148/148 [==============================] - 0s 68us/step - loss: 46236.9985 - mean_absolute_error: 180.8301 - val_loss: 85367.7388 - val_mean_absolute_error: 271.0242 Epoch 1281/5000 148/148 [==============================] - 0s 74us/step - loss: 46211.4092 - mean_absolute_error: 180.7724 - val_loss: 85325.3675 - val_mean_absolute_error: 270.9534 Epoch 1282/5000 148/148 [==============================] - 0s 74us/step - loss: 46184.2439 - mean_absolute_error: 180.7129 - val_loss: 85283.2672 - val_mean_absolute_error: 270.8832 Epoch 1283/5000 148/148 [==============================] - 0s 74us/step - loss: 46156.9793 - mean_absolute_error: 180.6559 - val_loss: 85239.7797 - val_mean_absolute_error: 270.8105 Epoch 1284/5000 148/148 [==============================] - 0s 68us/step - loss: 46129.1439 - mean_absolute_error: 180.5978 - val_loss: 85193.2422 - val_mean_absolute_error: 270.7326 Epoch 1285/5000 148/148 [==============================] - 0s 74us/step - loss: 46100.3921 - mean_absolute_error: 180.5438 - val_loss: 85144.2916 - val_mean_absolute_error: 270.6504 Epoch 1286/5000 148/148 [==============================] - 0s 68us/step - loss: 46069.5773 - mean_absolute_error: 180.4875 - val_loss: 85098.3844 - val_mean_absolute_error: 270.5738 Epoch 1287/5000 148/148 [==============================] - 0s 61us/step - loss: 46040.9916 - mean_absolute_error: 180.4324 - val_loss: 85052.1050 - val_mean_absolute_error: 270.4965 Epoch 1288/5000 148/148 [==============================] - 0s 74us/step - loss: 46012.6175 - mean_absolute_error: 180.3807 - val_loss: 85003.6919 - val_mean_absolute_error: 270.4151 Epoch 1289/5000 148/148 [==============================] - 0s 68us/step - loss: 45981.7457 - mean_absolute_error: 180.3239 - val_loss: 84957.2475 - val_mean_absolute_error: 270.3374 Epoch 1290/5000 148/148 [==============================] - 0s 61us/step - loss: 45953.6451 - mean_absolute_error: 180.2689 - val_loss: 84910.5944 - val_mean_absolute_error: 270.2592 Epoch 1291/5000 148/148 [==============================] - 0s 68us/step - loss: 45925.6365 - mean_absolute_error: 180.2457 - val_loss: 84862.4791 - val_mean_absolute_error: 270.1774 Epoch 1292/5000 148/148 [==============================] - 0s 74us/step - loss: 45895.6535 - mean_absolute_error: 180.2348 - val_loss: 84814.6306 - val_mean_absolute_error: 270.0963 Epoch 1293/5000 148/148 [==============================] - 0s 68us/step - loss: 45867.3702 - mean_absolute_error: 180.2188 - val_loss: 84767.9197 - val_mean_absolute_error: 270.0177 Epoch 1294/5000 148/148 [==============================] - 0s 74us/step - loss: 45839.4177 - mean_absolute_error: 180.1744 - val_loss: 84721.6347 - val_mean_absolute_error: 269.9406 Epoch 1295/5000 148/148 [==============================] - 0s 68us/step - loss: 45811.8093 - mean_absolute_error: 180.1287 - val_loss: 84677.4547 - val_mean_absolute_error: 269.8675 Epoch 1296/5000 148/148 [==============================] - 0s 74us/step - loss: 45782.4232 - mean_absolute_error: 180.0560 - val_loss: 84634.2481 - val_mean_absolute_error: 269.7959 Epoch 1297/5000 148/148 [==============================] - 0s 68us/step - loss: 45755.7475 - mean_absolute_error: 179.9778 - val_loss: 84591.3938 - val_mean_absolute_error: 269.7244 Epoch 1298/5000 148/148 [==============================] - 0s 68us/step - loss: 45727.4250 - mean_absolute_error: 179.8961 - val_loss: 84547.5266 - val_mean_absolute_error: 269.6513 Epoch 1299/5000 148/148 [==============================] - 0s 68us/step - loss: 45700.8715 - mean_absolute_error: 179.8088 - val_loss: 84504.2103 - val_mean_absolute_error: 269.5795 Epoch 1300/5000 148/148 [==============================] - 0s 74us/step - loss: 45671.5989 - mean_absolute_error: 179.7039 - val_loss: 84460.6394 - val_mean_absolute_error: 269.5077 Epoch 1301/5000 148/148 [==============================] - 0s 68us/step - loss: 45643.9450 - mean_absolute_error: 179.6193 - val_loss: 84416.0544 - val_mean_absolute_error: 269.4336 Epoch 1302/5000 148/148 [==============================] - 0s 74us/step - loss: 45616.2765 - mean_absolute_error: 179.5351 - val_loss: 84371.3378 - val_mean_absolute_error: 269.3596 Epoch 1303/5000 148/148 [==============================] - 0s 61us/step - loss: 45586.1565 - mean_absolute_error: 179.4426 - val_loss: 84327.0456 - val_mean_absolute_error: 269.2859 Epoch 1304/5000 148/148 [==============================] - 0s 68us/step - loss: 45558.5249 - mean_absolute_error: 179.3647 - val_loss: 84281.1512 - val_mean_absolute_error: 269.2094 Epoch 1305/5000 148/148 [==============================] - 0s 68us/step - loss: 45528.6104 - mean_absolute_error: 179.2882 - val_loss: 84235.5200 - val_mean_absolute_error: 269.1332 Epoch 1306/5000 148/148 [==============================] - 0s 61us/step - loss: 45501.0551 - mean_absolute_error: 179.2230 - val_loss: 84191.4100 - val_mean_absolute_error: 269.0593 Epoch 1307/5000 148/148 [==============================] - 0s 68us/step - loss: 45475.8981 - mean_absolute_error: 179.2083 - val_loss: 84146.6900 - val_mean_absolute_error: 268.9831 Epoch 1308/5000 148/148 [==============================] - 0s 68us/step - loss: 45447.8872 - mean_absolute_error: 179.2061 - val_loss: 84103.5866 - val_mean_absolute_error: 268.9099 Epoch 1309/5000 148/148 [==============================] - 0s 68us/step - loss: 45421.3543 - mean_absolute_error: 179.1771 - val_loss: 84060.4634 - val_mean_absolute_error: 268.8370 Epoch 1310/5000 148/148 [==============================] - 0s 68us/step - loss: 45394.8591 - mean_absolute_error: 179.1331 - val_loss: 84018.1125 - val_mean_absolute_error: 268.7650 Epoch 1311/5000 148/148 [==============================] - 0s 74us/step - loss: 45367.8500 - mean_absolute_error: 179.0900 - val_loss: 83975.3622 - val_mean_absolute_error: 268.6923 Epoch 1312/5000 148/148 [==============================] - 0s 61us/step - loss: 45342.3257 - mean_absolute_error: 179.0540 - val_loss: 83931.5994 - val_mean_absolute_error: 268.6179 Epoch 1313/5000 148/148 [==============================] - 0s 74us/step - loss: 45314.7512 - mean_absolute_error: 179.0016 - val_loss: 83888.2434 - val_mean_absolute_error: 268.5444 Epoch 1314/5000 148/148 [==============================] - 0s 68us/step - loss: 45288.0222 - mean_absolute_error: 178.9402 - val_loss: 83845.0991 - val_mean_absolute_error: 268.4716 Epoch 1315/5000 148/148 [==============================] - 0s 68us/step - loss: 45261.4791 - mean_absolute_error: 178.8701 - val_loss: 83799.6978 - val_mean_absolute_error: 268.3951 Epoch 1316/5000 148/148 [==============================] - 0s 74us/step - loss: 45230.4755 - mean_absolute_error: 178.8272 - val_loss: 83756.0644 - val_mean_absolute_error: 268.3213 Epoch 1317/5000 148/148 [==============================] - 0s 74us/step - loss: 45205.7447 - mean_absolute_error: 178.8096 - val_loss: 83712.1541 - val_mean_absolute_error: 268.2468 Epoch 1318/5000 148/148 [==============================] - 0s 68us/step - loss: 45177.5884 - mean_absolute_error: 178.7727 - val_loss: 83667.3134 - val_mean_absolute_error: 268.1693 Epoch 1319/5000 148/148 [==============================] - 0s 74us/step - loss: 45149.1274 - mean_absolute_error: 178.7442 - val_loss: 83621.6109 - val_mean_absolute_error: 268.0910 Epoch 1320/5000 148/148 [==============================] - 0s 74us/step - loss: 45121.2595 - mean_absolute_error: 178.7378 - val_loss: 83576.7300 - val_mean_absolute_error: 268.0141 Epoch 1321/5000 148/148 [==============================] - 0s 68us/step - loss: 45094.1387 - mean_absolute_error: 178.7081 - val_loss: 83533.1487 - val_mean_absolute_error: 267.9400 Epoch 1322/5000 148/148 [==============================] - 0s 74us/step - loss: 45067.7473 - mean_absolute_error: 178.6599 - val_loss: 83490.1537 - val_mean_absolute_error: 267.8674 Epoch 1323/5000 148/148 [==============================] - 0s 68us/step - loss: 45041.8211 - mean_absolute_error: 178.6060 - val_loss: 83448.0606 - val_mean_absolute_error: 267.7963 Epoch 1324/5000 148/148 [==============================] - 0s 68us/step - loss: 45014.9923 - mean_absolute_error: 178.5723 - val_loss: 83404.6066 - val_mean_absolute_error: 267.7220 Epoch 1325/5000 148/148 [==============================] - 0s 74us/step - loss: 44990.4736 - mean_absolute_error: 178.5487 - val_loss: 83361.2900 - val_mean_absolute_error: 267.6487 Epoch 1326/5000 148/148 [==============================] - 0s 68us/step - loss: 44963.2803 - mean_absolute_error: 178.4920 - val_loss: 83318.1431 - val_mean_absolute_error: 267.5757 Epoch 1327/5000 148/148 [==============================] - 0s 68us/step - loss: 44936.1536 - mean_absolute_error: 178.4300 - val_loss: 83275.9997 - val_mean_absolute_error: 267.5044 Epoch 1328/5000 148/148 [==============================] - 0s 74us/step - loss: 44910.1119 - mean_absolute_error: 178.3581 - val_loss: 83233.5347 - val_mean_absolute_error: 267.4338 Epoch 1329/5000 148/148 [==============================] - 0s 68us/step - loss: 44883.5052 - mean_absolute_error: 178.2790 - val_loss: 83192.4175 - val_mean_absolute_error: 267.3651 Epoch 1330/5000 148/148 [==============================] - 0s 68us/step - loss: 44856.0206 - mean_absolute_error: 178.1819 - val_loss: 83151.0669 - val_mean_absolute_error: 267.2960 Epoch 1331/5000 148/148 [==============================] - 0s 74us/step - loss: 44829.8120 - mean_absolute_error: 178.0975 - val_loss: 83108.7397 - val_mean_absolute_error: 267.2249 Epoch 1332/5000 148/148 [==============================] - 0s 68us/step - loss: 44801.6717 - mean_absolute_error: 178.0226 - val_loss: 83065.7956 - val_mean_absolute_error: 267.1531 Epoch 1333/5000 148/148 [==============================] - 0s 74us/step - loss: 44773.8234 - mean_absolute_error: 177.9473 - val_loss: 83020.9072 - val_mean_absolute_error: 267.0777 Epoch 1334/5000 148/148 [==============================] - 0s 61us/step - loss: 44746.3690 - mean_absolute_error: 177.8805 - val_loss: 82975.8991 - val_mean_absolute_error: 267.0018 Epoch 1335/5000 148/148 [==============================] - 0s 74us/step - loss: 44720.0514 - mean_absolute_error: 177.8250 - val_loss: 82933.0644 - val_mean_absolute_error: 266.9283 Epoch 1336/5000 148/148 [==============================] - 0s 68us/step - loss: 44691.5931 - mean_absolute_error: 177.7688 - val_loss: 82890.5969 - val_mean_absolute_error: 266.8560 Epoch 1337/5000 148/148 [==============================] - 0s 68us/step - loss: 44664.7275 - mean_absolute_error: 177.7036 - val_loss: 82847.6497 - val_mean_absolute_error: 266.7832 Epoch 1338/5000 148/148 [==============================] - 0s 74us/step - loss: 44637.2548 - mean_absolute_error: 177.6325 - val_loss: 82802.0231 - val_mean_absolute_error: 266.7059 Epoch 1339/5000 148/148 [==============================] - 0s 68us/step - loss: 44608.8141 - mean_absolute_error: 177.5575 - val_loss: 82756.9881 - val_mean_absolute_error: 266.6297 Epoch 1340/5000 148/148 [==============================] - 0s 68us/step - loss: 44581.0367 - mean_absolute_error: 177.4839 - val_loss: 82714.3866 - val_mean_absolute_error: 266.5580 Epoch 1341/5000 148/148 [==============================] - 0s 74us/step - loss: 44553.6053 - mean_absolute_error: 177.3919 - val_loss: 82674.6062 - val_mean_absolute_error: 266.4913 Epoch 1342/5000 148/148 [==============================] - 0s 74us/step - loss: 44529.9537 - mean_absolute_error: 177.3006 - val_loss: 82634.9828 - val_mean_absolute_error: 266.4250 Epoch 1343/5000 148/148 [==============================] - 0s 61us/step - loss: 44502.6914 - mean_absolute_error: 177.1970 - val_loss: 82591.8369 - val_mean_absolute_error: 266.3523 Epoch 1344/5000 148/148 [==============================] - 0s 68us/step - loss: 44475.6318 - mean_absolute_error: 177.1186 - val_loss: 82550.0769 - val_mean_absolute_error: 266.2817 Epoch 1345/5000 148/148 [==============================] - 0s 61us/step - loss: 44449.1981 - mean_absolute_error: 177.0365 - val_loss: 82509.2081 - val_mean_absolute_error: 266.2124 Epoch 1346/5000 148/148 [==============================] - 0s 68us/step - loss: 44424.3813 - mean_absolute_error: 176.9541 - val_loss: 82467.4866 - val_mean_absolute_error: 266.1411 Epoch 1347/5000 148/148 [==============================] - 0s 68us/step - loss: 44397.4985 - mean_absolute_error: 176.8811 - val_loss: 82424.4669 - val_mean_absolute_error: 266.0680 Epoch 1348/5000 148/148 [==============================] - 0s 68us/step - loss: 44370.9835 - mean_absolute_error: 176.8267 - val_loss: 82380.1341 - val_mean_absolute_error: 265.9926 Epoch 1349/5000 148/148 [==============================] - 0s 68us/step - loss: 44342.9950 - mean_absolute_error: 176.7755 - val_loss: 82334.1525 - val_mean_absolute_error: 265.9142 Epoch 1350/5000 148/148 [==============================] - 0s 68us/step - loss: 44315.2563 - mean_absolute_error: 176.7585 - val_loss: 82287.5166 - val_mean_absolute_error: 265.8333 Epoch 1351/5000 148/148 [==============================] - 0s 68us/step - loss: 44287.4642 - mean_absolute_error: 176.7686 - val_loss: 82242.0209 - val_mean_absolute_error: 265.7548 Epoch 1352/5000 148/148 [==============================] - 0s 74us/step - loss: 44258.8382 - mean_absolute_error: 176.7415 - val_loss: 82196.2656 - val_mean_absolute_error: 265.6764 Epoch 1353/5000 148/148 [==============================] - 0s 68us/step - loss: 44229.4012 - mean_absolute_error: 176.6899 - val_loss: 82148.6681 - val_mean_absolute_error: 265.5951 Epoch 1354/5000 148/148 [==============================] - 0s 74us/step - loss: 44201.2676 - mean_absolute_error: 176.6436 - val_loss: 82101.3450 - val_mean_absolute_error: 265.5147 Epoch 1355/5000 148/148 [==============================] - 0s 68us/step - loss: 44171.5112 - mean_absolute_error: 176.5837 - val_loss: 82056.0803 - val_mean_absolute_error: 265.4379 Epoch 1356/5000 148/148 [==============================] - 0s 68us/step - loss: 44146.3375 - mean_absolute_error: 176.5628 - val_loss: 82011.4741 - val_mean_absolute_error: 265.3617 Epoch 1357/5000 148/148 [==============================] - 0s 74us/step - loss: 44117.0680 - mean_absolute_error: 176.5533 - val_loss: 81968.4356 - val_mean_absolute_error: 265.2889 Epoch 1358/5000 148/148 [==============================] - 0s 68us/step - loss: 44092.5219 - mean_absolute_error: 176.5330 - val_loss: 81925.8009 - val_mean_absolute_error: 265.2164 Epoch 1359/5000 148/148 [==============================] - 0s 68us/step - loss: 44064.4393 - mean_absolute_error: 176.4907 - val_loss: 81882.0103 - val_mean_absolute_error: 265.1421 Epoch 1360/5000 148/148 [==============================] - 0s 74us/step - loss: 44037.2979 - mean_absolute_error: 176.4397 - val_loss: 81836.6634 - val_mean_absolute_error: 265.0647 Epoch 1361/5000 148/148 [==============================] - 0s 74us/step - loss: 44009.4287 - mean_absolute_error: 176.3773 - val_loss: 81792.3722 - val_mean_absolute_error: 264.9895 Epoch 1362/5000 148/148 [==============================] - 0s 68us/step - loss: 43981.6178 - mean_absolute_error: 176.3069 - val_loss: 81746.9159 - val_mean_absolute_error: 264.9123 Epoch 1363/5000 148/148 [==============================] - 0s 74us/step - loss: 43953.5787 - mean_absolute_error: 176.2401 - val_loss: 81702.1316 - val_mean_absolute_error: 264.8362 Epoch 1364/5000 148/148 [==============================] - 0s 74us/step - loss: 43926.1171 - mean_absolute_error: 176.1677 - val_loss: 81657.3300 - val_mean_absolute_error: 264.7598 Epoch 1365/5000 148/148 [==============================] - 0s 68us/step - loss: 43898.0047 - mean_absolute_error: 176.0921 - val_loss: 81615.1166 - val_mean_absolute_error: 264.6882 Epoch 1366/5000 148/148 [==============================] - 0s 74us/step - loss: 43871.0137 - mean_absolute_error: 176.0193 - val_loss: 81573.2275 - val_mean_absolute_error: 264.6166 Epoch 1367/5000 148/148 [==============================] - 0s 74us/step - loss: 43844.7918 - mean_absolute_error: 175.9524 - val_loss: 81530.9647 - val_mean_absolute_error: 264.5445 Epoch 1368/5000 148/148 [==============================] - 0s 128us/step - loss: 43818.1643 - mean_absolute_error: 175.8891 - val_loss: 81487.4531 - val_mean_absolute_error: 264.4706 Epoch 1369/5000 148/148 [==============================] - 0s 74us/step - loss: 43791.2902 - mean_absolute_error: 175.8161 - val_loss: 81444.9666 - val_mean_absolute_error: 264.3986 Epoch 1370/5000 148/148 [==============================] - 0s 74us/step - loss: 43764.6694 - mean_absolute_error: 175.7348 - val_loss: 81402.1009 - val_mean_absolute_error: 264.3254 Epoch 1371/5000 148/148 [==============================] - 0s 88us/step - loss: 43738.8037 - mean_absolute_error: 175.6680 - val_loss: 81359.3606 - val_mean_absolute_error: 264.2523 Epoch 1372/5000 148/148 [==============================] - 0s 101us/step - loss: 43711.8348 - mean_absolute_error: 175.5976 - val_loss: 81316.4409 - val_mean_absolute_error: 264.1788 Epoch 1373/5000 148/148 [==============================] - 0s 88us/step - loss: 43685.4123 - mean_absolute_error: 175.5289 - val_loss: 81273.8262 - val_mean_absolute_error: 264.1050 Epoch 1374/5000 148/148 [==============================] - 0s 81us/step - loss: 43658.1757 - mean_absolute_error: 175.4616 - val_loss: 81229.1500 - val_mean_absolute_error: 264.0280 Epoch 1375/5000 148/148 [==============================] - 0s 88us/step - loss: 43631.0523 - mean_absolute_error: 175.3974 - val_loss: 81184.5594 - val_mean_absolute_error: 263.9511 Epoch 1376/5000 148/148 [==============================] - 0s 81us/step - loss: 43602.5087 - mean_absolute_error: 175.3361 - val_loss: 81139.0538 - val_mean_absolute_error: 263.8725 Epoch 1377/5000 148/148 [==============================] - 0s 81us/step - loss: 43574.5959 - mean_absolute_error: 175.2764 - val_loss: 81095.2925 - val_mean_absolute_error: 263.7971 Epoch 1378/5000 148/148 [==============================] - 0s 74us/step - loss: 43547.2162 - mean_absolute_error: 175.2181 - val_loss: 81051.4775 - val_mean_absolute_error: 263.7214 Epoch 1379/5000 148/148 [==============================] - 0s 68us/step - loss: 43520.3027 - mean_absolute_error: 175.1621 - val_loss: 81007.4406 - val_mean_absolute_error: 263.6455 Epoch 1380/5000 148/148 [==============================] - 0s 81us/step - loss: 43493.6183 - mean_absolute_error: 175.1065 - val_loss: 80963.6800 - val_mean_absolute_error: 263.5700 Epoch 1381/5000 148/148 [==============================] - 0s 68us/step - loss: 43466.4515 - mean_absolute_error: 175.0416 - val_loss: 80922.0831 - val_mean_absolute_error: 263.4987 Epoch 1382/5000 148/148 [==============================] - 0s 61us/step - loss: 43440.0033 - mean_absolute_error: 174.9648 - val_loss: 80878.0488 - val_mean_absolute_error: 263.4230 Epoch 1383/5000 148/148 [==============================] - 0s 61us/step - loss: 43412.3616 - mean_absolute_error: 174.8907 - val_loss: 80834.8091 - val_mean_absolute_error: 263.3490 Epoch 1384/5000 148/148 [==============================] - 0s 61us/step - loss: 43385.7234 - mean_absolute_error: 174.8180 - val_loss: 80791.3941 - val_mean_absolute_error: 263.2747 Epoch 1385/5000 148/148 [==============================] - 0s 61us/step - loss: 43358.5023 - mean_absolute_error: 174.7537 - val_loss: 80748.3963 - val_mean_absolute_error: 263.2010 Epoch 1386/5000 148/148 [==============================] - 0s 61us/step - loss: 43332.1414 - mean_absolute_error: 174.6907 - val_loss: 80704.3587 - val_mean_absolute_error: 263.1248 Epoch 1387/5000 148/148 [==============================] - 0s 54us/step - loss: 43304.3315 - mean_absolute_error: 174.6253 - val_loss: 80660.7697 - val_mean_absolute_error: 263.0497 Epoch 1388/5000 148/148 [==============================] - 0s 61us/step - loss: 43277.2782 - mean_absolute_error: 174.5673 - val_loss: 80616.8681 - val_mean_absolute_error: 262.9741 Epoch 1389/5000 148/148 [==============================] - 0s 61us/step - loss: 43251.1632 - mean_absolute_error: 174.5106 - val_loss: 80574.2759 - val_mean_absolute_error: 262.9010 Epoch 1390/5000 148/148 [==============================] - 0s 54us/step - loss: 43224.9554 - mean_absolute_error: 174.4640 - val_loss: 80532.7522 - val_mean_absolute_error: 262.8297 Epoch 1391/5000 148/148 [==============================] - 0s 61us/step - loss: 43198.0959 - mean_absolute_error: 174.3963 - val_loss: 80493.7206 - val_mean_absolute_error: 262.7626 Epoch 1392/5000 148/148 [==============================] - 0s 54us/step - loss: 43173.9434 - mean_absolute_error: 174.3229 - val_loss: 80453.7481 - val_mean_absolute_error: 262.6932 Epoch 1393/5000 148/148 [==============================] - 0s 61us/step - loss: 43148.8442 - mean_absolute_error: 174.2488 - val_loss: 80411.9775 - val_mean_absolute_error: 262.6207 Epoch 1394/5000 148/148 [==============================] - 0s 61us/step - loss: 43123.7506 - mean_absolute_error: 174.1764 - val_loss: 80369.5553 - val_mean_absolute_error: 262.5465 Epoch 1395/5000 148/148 [==============================] - 0s 61us/step - loss: 43097.9599 - mean_absolute_error: 174.1190 - val_loss: 80327.2541 - val_mean_absolute_error: 262.4731 Epoch 1396/5000 148/148 [==============================] - 0s 61us/step - loss: 43071.8642 - mean_absolute_error: 174.0560 - val_loss: 80285.5597 - val_mean_absolute_error: 262.4011 Epoch 1397/5000 148/148 [==============================] - 0s 61us/step - loss: 43045.0812 - mean_absolute_error: 173.9792 - val_loss: 80243.6172 - val_mean_absolute_error: 262.3289 Epoch 1398/5000 148/148 [==============================] - 0s 61us/step - loss: 43019.3504 - mean_absolute_error: 173.9213 - val_loss: 80199.9250 - val_mean_absolute_error: 262.2540 Epoch 1399/5000 148/148 [==============================] - 0s 61us/step - loss: 42993.6541 - mean_absolute_error: 173.9029 - val_loss: 80155.5066 - val_mean_absolute_error: 262.1763 Epoch 1400/5000 148/148 [==============================] - 0s 61us/step - loss: 42964.4364 - mean_absolute_error: 173.9058 - val_loss: 80112.8872 - val_mean_absolute_error: 262.1028 Epoch 1401/5000 148/148 [==============================] - 0s 68us/step - loss: 42939.5604 - mean_absolute_error: 173.8864 - val_loss: 80070.7053 - val_mean_absolute_error: 262.0298 Epoch 1402/5000 148/148 [==============================] - 0s 54us/step - loss: 42913.6249 - mean_absolute_error: 173.8556 - val_loss: 80028.5819 - val_mean_absolute_error: 261.9567 Epoch 1403/5000 148/148 [==============================] - 0s 61us/step - loss: 42888.4095 - mean_absolute_error: 173.8158 - val_loss: 79985.6931 - val_mean_absolute_error: 261.8823 Epoch 1404/5000 148/148 [==============================] - 0s 61us/step - loss: 42861.5198 - mean_absolute_error: 173.7641 - val_loss: 79943.7544 - val_mean_absolute_error: 261.8097 Epoch 1405/5000 148/148 [==============================] - 0s 61us/step - loss: 42836.5179 - mean_absolute_error: 173.7155 - val_loss: 79901.2162 - val_mean_absolute_error: 261.7351 Epoch 1406/5000 148/148 [==============================] - 0s 61us/step - loss: 42809.6972 - mean_absolute_error: 173.6552 - val_loss: 79856.9081 - val_mean_absolute_error: 261.6577 Epoch 1407/5000 148/148 [==============================] - 0s 61us/step - loss: 42781.8612 - mean_absolute_error: 173.5847 - val_loss: 79812.8231 - val_mean_absolute_error: 261.5811 Epoch 1408/5000 148/148 [==============================] - 0s 54us/step - loss: 42755.2463 - mean_absolute_error: 173.5111 - val_loss: 79768.9953 - val_mean_absolute_error: 261.5032 Epoch 1409/5000 148/148 [==============================] - 0s 61us/step - loss: 42726.9557 - mean_absolute_error: 173.4559 - val_loss: 79724.2503 - val_mean_absolute_error: 261.4244 Epoch 1410/5000 148/148 [==============================] - 0s 54us/step - loss: 42698.6003 - mean_absolute_error: 173.3959 - val_loss: 79679.0612 - val_mean_absolute_error: 261.3453 Epoch 1411/5000 148/148 [==============================] - 0s 61us/step - loss: 42670.9228 - mean_absolute_error: 173.3337 - val_loss: 79633.1397 - val_mean_absolute_error: 261.2651 Epoch 1412/5000 148/148 [==============================] - 0s 54us/step - loss: 42642.1554 - mean_absolute_error: 173.2650 - val_loss: 79589.8281 - val_mean_absolute_error: 261.1899 Epoch 1413/5000 148/148 [==============================] - 0s 61us/step - loss: 42615.7745 - mean_absolute_error: 173.2044 - val_loss: 79546.6809 - val_mean_absolute_error: 261.1154 Epoch 1414/5000 148/148 [==============================] - 0s 61us/step - loss: 42588.9436 - mean_absolute_error: 173.1425 - val_loss: 79504.7563 - val_mean_absolute_error: 261.0421 Epoch 1415/5000 148/148 [==============================] - 0s 61us/step - loss: 42562.2596 - mean_absolute_error: 173.1001 - val_loss: 79462.2981 - val_mean_absolute_error: 260.9675 Epoch 1416/5000 148/148 [==============================] - 0s 61us/step - loss: 42537.2102 - mean_absolute_error: 173.0964 - val_loss: 79422.0672 - val_mean_absolute_error: 260.8971 Epoch 1417/5000 148/148 [==============================] - 0s 54us/step - loss: 42511.7209 - mean_absolute_error: 173.0639 - val_loss: 79381.3097 - val_mean_absolute_error: 260.8259 Epoch 1418/5000 148/148 [==============================] - 0s 68us/step - loss: 42486.5177 - mean_absolute_error: 173.0249 - val_loss: 79339.8613 - val_mean_absolute_error: 260.7538 Epoch 1419/5000 148/148 [==============================] - 0s 61us/step - loss: 42462.8348 - mean_absolute_error: 172.9935 - val_loss: 79298.1791 - val_mean_absolute_error: 260.6811 Epoch 1420/5000 148/148 [==============================] - 0s 54us/step - loss: 42435.8279 - mean_absolute_error: 172.9413 - val_loss: 79257.3547 - val_mean_absolute_error: 260.6095 Epoch 1421/5000 148/148 [==============================] - 0s 61us/step - loss: 42410.5872 - mean_absolute_error: 172.8863 - val_loss: 79217.1987 - val_mean_absolute_error: 260.5393 Epoch 1422/5000 148/148 [==============================] - 0s 54us/step - loss: 42385.2647 - mean_absolute_error: 172.8281 - val_loss: 79175.4878 - val_mean_absolute_error: 260.4671 Epoch 1423/5000 148/148 [==============================] - 0s 61us/step - loss: 42360.0695 - mean_absolute_error: 172.7678 - val_loss: 79132.7884 - val_mean_absolute_error: 260.3927 Epoch 1424/5000 148/148 [==============================] - 0s 61us/step - loss: 42337.1161 - mean_absolute_error: 172.7571 - val_loss: 79088.2694 - val_mean_absolute_error: 260.3137 Epoch 1425/5000 148/148 [==============================] - 0s 61us/step - loss: 42308.3405 - mean_absolute_error: 172.7616 - val_loss: 79044.5519 - val_mean_absolute_error: 260.2352 Epoch 1426/5000 148/148 [==============================] - 0s 61us/step - loss: 42281.3474 - mean_absolute_error: 172.7395 - val_loss: 79001.0981 - val_mean_absolute_error: 260.1578 Epoch 1427/5000 148/148 [==============================] - 0s 61us/step - loss: 42256.8270 - mean_absolute_error: 172.7101 - val_loss: 78957.0881 - val_mean_absolute_error: 260.0802 Epoch 1428/5000 148/148 [==============================] - 0s 61us/step - loss: 42228.9701 - mean_absolute_error: 172.6369 - val_loss: 78916.5622 - val_mean_absolute_error: 260.0094 Epoch 1429/5000 148/148 [==============================] - 0s 61us/step - loss: 42201.7442 - mean_absolute_error: 172.5505 - val_loss: 78874.4400 - val_mean_absolute_error: 259.9362 Epoch 1430/5000 148/148 [==============================] - 0s 54us/step - loss: 42177.3820 - mean_absolute_error: 172.4549 - val_loss: 78833.5712 - val_mean_absolute_error: 259.8653 Epoch 1431/5000 148/148 [==============================] - 0s 61us/step - loss: 42150.8981 - mean_absolute_error: 172.3728 - val_loss: 78793.2269 - val_mean_absolute_error: 259.7948 Epoch 1432/5000 148/148 [==============================] - 0s 61us/step - loss: 42125.4119 - mean_absolute_error: 172.3098 - val_loss: 78752.3747 - val_mean_absolute_error: 259.7228 Epoch 1433/5000 148/148 [==============================] - 0s 61us/step - loss: 42099.3831 - mean_absolute_error: 172.2506 - val_loss: 78711.9650 - val_mean_absolute_error: 259.6518 Epoch 1434/5000 148/148 [==============================] - 0s 61us/step - loss: 42074.7154 - mean_absolute_error: 172.1940 - val_loss: 78670.0706 - val_mean_absolute_error: 259.5784 Epoch 1435/5000 148/148 [==============================] - 0s 68us/step - loss: 42048.4658 - mean_absolute_error: 172.1355 - val_loss: 78626.7341 - val_mean_absolute_error: 259.5025 Epoch 1436/5000 148/148 [==============================] - 0s 54us/step - loss: 42021.5820 - mean_absolute_error: 172.0767 - val_loss: 78583.9353 - val_mean_absolute_error: 259.4276 Epoch 1437/5000 148/148 [==============================] - 0s 61us/step - loss: 41995.3464 - mean_absolute_error: 172.0207 - val_loss: 78542.2559 - val_mean_absolute_error: 259.3545 Epoch 1438/5000 148/148 [==============================] - 0s 74us/step - loss: 41968.8618 - mean_absolute_error: 171.9790 - val_loss: 78500.5516 - val_mean_absolute_error: 259.2813 Epoch 1439/5000 148/148 [==============================] - 0s 81us/step - loss: 41944.9434 - mean_absolute_error: 171.9774 - val_loss: 78457.3331 - val_mean_absolute_error: 259.2051 Epoch 1440/5000 148/148 [==============================] - 0s 74us/step - loss: 41917.7754 - mean_absolute_error: 171.9464 - val_loss: 78412.7059 - val_mean_absolute_error: 259.1270 Epoch 1441/5000 148/148 [==============================] - 0s 74us/step - loss: 41890.4952 - mean_absolute_error: 171.9065 - val_loss: 78368.4656 - val_mean_absolute_error: 259.0506 Epoch 1442/5000 148/148 [==============================] - 0s 88us/step - loss: 41863.9424 - mean_absolute_error: 171.8551 - val_loss: 78324.5919 - val_mean_absolute_error: 258.9747 Epoch 1443/5000 148/148 [==============================] - 0s 81us/step - loss: 41836.4389 - mean_absolute_error: 171.7810 - val_loss: 78283.4216 - val_mean_absolute_error: 258.9033 Epoch 1444/5000 148/148 [==============================] - 0s 68us/step - loss: 41811.2772 - mean_absolute_error: 171.7066 - val_loss: 78243.0950 - val_mean_absolute_error: 258.8332 Epoch 1445/5000 148/148 [==============================] - 0s 68us/step - loss: 41785.5309 - mean_absolute_error: 171.6301 - val_loss: 78202.2109 - val_mean_absolute_error: 258.7628 Epoch 1446/5000 148/148 [==============================] - 0s 81us/step - loss: 41760.6141 - mean_absolute_error: 171.5599 - val_loss: 78164.8109 - val_mean_absolute_error: 258.6988 Epoch 1447/5000 148/148 [==============================] - 0s 74us/step - loss: 41736.0529 - mean_absolute_error: 171.4684 - val_loss: 78127.8244 - val_mean_absolute_error: 258.6348 Epoch 1448/5000 148/148 [==============================] - 0s 81us/step - loss: 41712.1734 - mean_absolute_error: 171.3820 - val_loss: 78090.8450 - val_mean_absolute_error: 258.5709 Epoch 1449/5000 148/148 [==============================] - 0s 68us/step - loss: 41688.8859 - mean_absolute_error: 171.3100 - val_loss: 78052.9875 - val_mean_absolute_error: 258.5058 Epoch 1450/5000 148/148 [==============================] - 0s 74us/step - loss: 41665.1659 - mean_absolute_error: 171.2490 - val_loss: 78015.8834 - val_mean_absolute_error: 258.4413 Epoch 1451/5000 148/148 [==============================] - 0s 81us/step - loss: 41642.2215 - mean_absolute_error: 171.1777 - val_loss: 77978.3656 - val_mean_absolute_error: 258.3755 Epoch 1452/5000 148/148 [==============================] - 0s 68us/step - loss: 41619.1698 - mean_absolute_error: 171.1051 - val_loss: 77938.7059 - val_mean_absolute_error: 258.3066 Epoch 1453/5000 148/148 [==============================] - 0s 81us/step - loss: 41592.7291 - mean_absolute_error: 171.0382 - val_loss: 77899.2922 - val_mean_absolute_error: 258.2378 Epoch 1454/5000 148/148 [==============================] - 0s 74us/step - loss: 41568.7482 - mean_absolute_error: 170.9753 - val_loss: 77856.9275 - val_mean_absolute_error: 258.1645 Epoch 1455/5000 148/148 [==============================] - 0s 68us/step - loss: 41541.8999 - mean_absolute_error: 170.9388 - val_loss: 77813.6903 - val_mean_absolute_error: 258.0911 Epoch 1456/5000 148/148 [==============================] - 0s 74us/step - loss: 41517.6660 - mean_absolute_error: 170.9367 - val_loss: 77770.7541 - val_mean_absolute_error: 258.0177 Epoch 1457/5000 148/148 [==============================] - 0s 74us/step - loss: 41491.1660 - mean_absolute_error: 170.9043 - val_loss: 77726.1066 - val_mean_absolute_error: 257.9404 Epoch 1458/5000 148/148 [==============================] - 0s 68us/step - loss: 41464.2185 - mean_absolute_error: 170.8514 - val_loss: 77682.3991 - val_mean_absolute_error: 257.8639 Epoch 1459/5000 148/148 [==============================] - 0s 68us/step - loss: 41437.1158 - mean_absolute_error: 170.7887 - val_loss: 77638.5784 - val_mean_absolute_error: 257.7874 Epoch 1460/5000 148/148 [==============================] - 0s 74us/step - loss: 41410.6720 - mean_absolute_error: 170.7361 - val_loss: 77595.1072 - val_mean_absolute_error: 257.7119 Epoch 1461/5000 148/148 [==============================] - 0s 81us/step - loss: 41383.9528 - mean_absolute_error: 170.6814 - val_loss: 77552.5647 - val_mean_absolute_error: 257.6383 Epoch 1462/5000 148/148 [==============================] - 0s 68us/step - loss: 41357.8474 - mean_absolute_error: 170.6167 - val_loss: 77512.1050 - val_mean_absolute_error: 257.5677 Epoch 1463/5000 148/148 [==============================] - 0s 74us/step - loss: 41331.7410 - mean_absolute_error: 170.5426 - val_loss: 77468.6575 - val_mean_absolute_error: 257.4921 Epoch 1464/5000 148/148 [==============================] - 0s 68us/step - loss: 41305.0627 - mean_absolute_error: 170.4725 - val_loss: 77425.9941 - val_mean_absolute_error: 257.4173 Epoch 1465/5000 148/148 [==============================] - 0s 74us/step - loss: 41278.1491 - mean_absolute_error: 170.3873 - val_loss: 77384.7631 - val_mean_absolute_error: 257.3447 Epoch 1466/5000 148/148 [==============================] - 0s 74us/step - loss: 41252.3945 - mean_absolute_error: 170.3052 - val_loss: 77342.8781 - val_mean_absolute_error: 257.2718 Epoch 1467/5000 148/148 [==============================] - 0s 74us/step - loss: 41226.7928 - mean_absolute_error: 170.2308 - val_loss: 77300.3441 - val_mean_absolute_error: 257.1975 Epoch 1468/5000 148/148 [==============================] - 0s 74us/step - loss: 41200.6182 - mean_absolute_error: 170.1547 - val_loss: 77257.6656 - val_mean_absolute_error: 257.1229 Epoch 1469/5000 148/148 [==============================] - 0s 74us/step - loss: 41174.6683 - mean_absolute_error: 170.0770 - val_loss: 77214.3913 - val_mean_absolute_error: 257.0474 Epoch 1470/5000 148/148 [==============================] - 0s 68us/step - loss: 41147.8653 - mean_absolute_error: 170.0110 - val_loss: 77172.5916 - val_mean_absolute_error: 256.9744 Epoch 1471/5000 148/148 [==============================] - 0s 81us/step - loss: 41121.6956 - mean_absolute_error: 169.9547 - val_loss: 77131.4731 - val_mean_absolute_error: 256.9026 Epoch 1472/5000 148/148 [==============================] - 0s 81us/step - loss: 41097.0440 - mean_absolute_error: 169.9077 - val_loss: 77090.8341 - val_mean_absolute_error: 256.8312 Epoch 1473/5000 148/148 [==============================] - 0s 95us/step - loss: 41073.3422 - mean_absolute_error: 169.8674 - val_loss: 77049.6350 - val_mean_absolute_error: 256.7591 Epoch 1474/5000 148/148 [==============================] - 0s 88us/step - loss: 41047.9207 - mean_absolute_error: 169.7980 - val_loss: 77009.9716 - val_mean_absolute_error: 256.6891 Epoch 1475/5000 148/148 [==============================] - 0s 74us/step - loss: 41022.2230 - mean_absolute_error: 169.7267 - val_loss: 76970.2112 - val_mean_absolute_error: 256.6193 Epoch 1476/5000 148/148 [==============================] - 0s 81us/step - loss: 40997.6804 - mean_absolute_error: 169.6635 - val_loss: 76929.2094 - val_mean_absolute_error: 256.5475 Epoch 1477/5000 148/148 [==============================] - 0s 81us/step - loss: 40972.4506 - mean_absolute_error: 169.6025 - val_loss: 76887.1906 - val_mean_absolute_error: 256.4734 Epoch 1478/5000 148/148 [==============================] - 0s 81us/step - loss: 40947.1793 - mean_absolute_error: 169.5469 - val_loss: 76846.2900 - val_mean_absolute_error: 256.4014 Epoch 1479/5000 148/148 [==============================] - 0s 95us/step - loss: 40921.8399 - mean_absolute_error: 169.4915 - val_loss: 76806.4153 - val_mean_absolute_error: 256.3313 Epoch 1480/5000 148/148 [==============================] - 0s 88us/step - loss: 40897.1428 - mean_absolute_error: 169.4444 - val_loss: 76765.1962 - val_mean_absolute_error: 256.2593 Epoch 1481/5000 148/148 [==============================] - 0s 81us/step - loss: 40872.3854 - mean_absolute_error: 169.3870 - val_loss: 76725.3716 - val_mean_absolute_error: 256.1887 Epoch 1482/5000 148/148 [==============================] - 0s 74us/step - loss: 40847.8440 - mean_absolute_error: 169.3180 - val_loss: 76684.0278 - val_mean_absolute_error: 256.1159 Epoch 1483/5000 148/148 [==============================] - 0s 108us/step - loss: 40822.0628 - mean_absolute_error: 169.2619 - val_loss: 76642.9184 - val_mean_absolute_error: 256.0447 Epoch 1484/5000 148/148 [==============================] - 0s 101us/step - loss: 40796.7233 - mean_absolute_error: 169.2121 - val_loss: 76602.9469 - val_mean_absolute_error: 255.9751 Epoch 1485/5000 148/148 [==============================] - 0s 122us/step - loss: 40773.0082 - mean_absolute_error: 169.1679 - val_loss: 76563.4966 - val_mean_absolute_error: 255.9061 Epoch 1486/5000 148/148 [==============================] - 0s 95us/step - loss: 40747.8275 - mean_absolute_error: 169.1143 - val_loss: 76523.8684 - val_mean_absolute_error: 255.8368 Epoch 1487/5000 148/148 [==============================] - 0s 88us/step - loss: 40723.9962 - mean_absolute_error: 169.0720 - val_loss: 76483.4600 - val_mean_absolute_error: 255.7667 Epoch 1488/5000 148/148 [==============================] - 0s 95us/step - loss: 40699.4515 - mean_absolute_error: 169.0213 - val_loss: 76443.4203 - val_mean_absolute_error: 255.6957 Epoch 1489/5000 148/148 [==============================] - 0s 88us/step - loss: 40675.5181 - mean_absolute_error: 168.9694 - val_loss: 76402.1062 - val_mean_absolute_error: 255.6230 Epoch 1490/5000 148/148 [==============================] - 0s 88us/step - loss: 40649.6679 - mean_absolute_error: 168.9288 - val_loss: 76360.9097 - val_mean_absolute_error: 255.5508 Epoch 1491/5000 148/148 [==============================] - 0s 95us/step - loss: 40624.1992 - mean_absolute_error: 168.8866 - val_loss: 76320.5737 - val_mean_absolute_error: 255.4803 Epoch 1492/5000 148/148 [==============================] - 0s 74us/step - loss: 40601.0117 - mean_absolute_error: 168.8726 - val_loss: 76279.3147 - val_mean_absolute_error: 255.4098 Epoch 1493/5000 148/148 [==============================] - 0s 88us/step - loss: 40574.3222 - mean_absolute_error: 168.8666 - val_loss: 76237.5781 - val_mean_absolute_error: 255.3374 Epoch 1494/5000 148/148 [==============================] - 0s 88us/step - loss: 40548.2917 - mean_absolute_error: 168.8345 - val_loss: 76196.9534 - val_mean_absolute_error: 255.2663 Epoch 1495/5000 148/148 [==============================] - 0s 81us/step - loss: 40523.1279 - mean_absolute_error: 168.7969 - val_loss: 76156.7166 - val_mean_absolute_error: 255.1956 Epoch 1496/5000 148/148 [==============================] - 0s 95us/step - loss: 40498.2752 - mean_absolute_error: 168.7520 - val_loss: 76116.5303 - val_mean_absolute_error: 255.1249 Epoch 1497/5000 148/148 [==============================] - 0s 88us/step - loss: 40473.7474 - mean_absolute_error: 168.6977 - val_loss: 76074.6075 - val_mean_absolute_error: 255.0511 Epoch 1498/5000 148/148 [==============================] - 0s 81us/step - loss: 40447.5112 - mean_absolute_error: 168.6273 - val_loss: 76033.7528 - val_mean_absolute_error: 254.9789 Epoch 1499/5000 148/148 [==============================] - 0s 88us/step - loss: 40421.3919 - mean_absolute_error: 168.5429 - val_loss: 75993.2509 - val_mean_absolute_error: 254.9076 Epoch 1500/5000 148/148 [==============================] - 0s 88us/step - loss: 40396.6879 - mean_absolute_error: 168.4626 - val_loss: 75955.1981 - val_mean_absolute_error: 254.8408 Epoch 1501/5000 148/148 [==============================] - 0s 88us/step - loss: 40373.2875 - mean_absolute_error: 168.3961 - val_loss: 75916.8056 - val_mean_absolute_error: 254.7731 Epoch 1502/5000 148/148 [==============================] - 0s 88us/step - loss: 40350.0045 - mean_absolute_error: 168.3342 - val_loss: 75876.3241 - val_mean_absolute_error: 254.7016 Epoch 1503/5000 148/148 [==============================] - 0s 81us/step - loss: 40324.2369 - mean_absolute_error: 168.2681 - val_loss: 75834.6606 - val_mean_absolute_error: 254.6279 Epoch 1504/5000 148/148 [==============================] - 0s 81us/step - loss: 40298.8975 - mean_absolute_error: 168.2052 - val_loss: 75791.0300 - val_mean_absolute_error: 254.5511 Epoch 1505/5000 148/148 [==============================] - 0s 95us/step - loss: 40272.7484 - mean_absolute_error: 168.1609 - val_loss: 75748.8666 - val_mean_absolute_error: 254.4773 Epoch 1506/5000 148/148 [==============================] - 0s 95us/step - loss: 40245.9557 - mean_absolute_error: 168.1216 - val_loss: 75705.7256 - val_mean_absolute_error: 254.4014 Epoch 1507/5000 148/148 [==============================] - 0s 88us/step - loss: 40219.5988 - mean_absolute_error: 168.0752 - val_loss: 75662.2381 - val_mean_absolute_error: 254.3249 Epoch 1508/5000 148/148 [==============================] - 0s 95us/step - loss: 40193.9179 - mean_absolute_error: 168.0299 - val_loss: 75619.3513 - val_mean_absolute_error: 254.2494 Epoch 1509/5000 148/148 [==============================] - 0s 88us/step - loss: 40167.8959 - mean_absolute_error: 167.9805 - val_loss: 75578.9056 - val_mean_absolute_error: 254.1781 Epoch 1510/5000 148/148 [==============================] - 0s 81us/step - loss: 40143.5326 - mean_absolute_error: 167.9330 - val_loss: 75538.8275 - val_mean_absolute_error: 254.1074 Epoch 1511/5000 148/148 [==============================] - 0s 81us/step - loss: 40118.6764 - mean_absolute_error: 167.8795 - val_loss: 75496.6709 - val_mean_absolute_error: 254.0334 Epoch 1512/5000 148/148 [==============================] - 0s 95us/step - loss: 40092.9682 - mean_absolute_error: 167.8547 - val_loss: 75453.3231 - val_mean_absolute_error: 253.9588 Epoch 1513/5000 148/148 [==============================] - 0s 88us/step - loss: 40068.0349 - mean_absolute_error: 167.8666 - val_loss: 75411.6484 - val_mean_absolute_error: 253.8861 Epoch 1514/5000 148/148 [==============================] - 0s 81us/step - loss: 40045.0749 - mean_absolute_error: 167.8608 - val_loss: 75370.3431 - val_mean_absolute_error: 253.8142 Epoch 1515/5000 148/148 [==============================] - 0s 81us/step - loss: 40019.4196 - mean_absolute_error: 167.8285 - val_loss: 75329.6850 - val_mean_absolute_error: 253.7425 Epoch 1516/5000 148/148 [==============================] - 0s 81us/step - loss: 39995.1937 - mean_absolute_error: 167.7787 - val_loss: 75289.4853 - val_mean_absolute_error: 253.6713 Epoch 1517/5000 148/148 [==============================] - 0s 88us/step - loss: 39970.8694 - mean_absolute_error: 167.7182 - val_loss: 75250.4337 - val_mean_absolute_error: 253.6018 Epoch 1518/5000 148/148 [==============================] - 0s 88us/step - loss: 39945.1554 - mean_absolute_error: 167.6432 - val_loss: 75211.4803 - val_mean_absolute_error: 253.5321 Epoch 1519/5000 148/148 [==============================] - 0s 81us/step - loss: 39921.9094 - mean_absolute_error: 167.5649 - val_loss: 75173.2134 - val_mean_absolute_error: 253.4643 Epoch 1520/5000 148/148 [==============================] - 0s 81us/step - loss: 39898.6445 - mean_absolute_error: 167.5018 - val_loss: 75135.3931 - val_mean_absolute_error: 253.3972 Epoch 1521/5000 148/148 [==============================] - 0s 88us/step - loss: 39874.0372 - mean_absolute_error: 167.4368 - val_loss: 75096.8850 - val_mean_absolute_error: 253.3288 Epoch 1522/5000 148/148 [==============================] - 0s 88us/step - loss: 39850.0030 - mean_absolute_error: 167.3816 - val_loss: 75056.9466 - val_mean_absolute_error: 253.2578 Epoch 1523/5000 148/148 [==============================] - 0s 81us/step - loss: 39826.2391 - mean_absolute_error: 167.3230 - val_loss: 75015.3444 - val_mean_absolute_error: 253.1842 Epoch 1524/5000 148/148 [==============================] - 0s 101us/step - loss: 39801.1529 - mean_absolute_error: 167.2571 - val_loss: 74973.6559 - val_mean_absolute_error: 253.1102 Epoch 1525/5000 148/148 [==============================] - 0s 74us/step - loss: 39774.5708 - mean_absolute_error: 167.1957 - val_loss: 74931.9644 - val_mean_absolute_error: 253.0365 Epoch 1526/5000 148/148 [==============================] - 0s 88us/step - loss: 39749.2430 - mean_absolute_error: 167.1503 - val_loss: 74889.9509 - val_mean_absolute_error: 252.9624 Epoch 1527/5000 148/148 [==============================] - 0s 88us/step - loss: 39722.1117 - mean_absolute_error: 167.0811 - val_loss: 74851.5447 - val_mean_absolute_error: 252.8940 Epoch 1528/5000 148/148 [==============================] - 0s 88us/step - loss: 39698.9980 - mean_absolute_error: 167.0055 - val_loss: 74811.7356 - val_mean_absolute_error: 252.8227 Epoch 1529/5000 148/148 [==============================] - 0s 68us/step - loss: 39674.9367 - mean_absolute_error: 166.9171 - val_loss: 74772.9950 - val_mean_absolute_error: 252.7527 Epoch 1530/5000 148/148 [==============================] - 0s 74us/step - loss: 39649.6347 - mean_absolute_error: 166.8305 - val_loss: 74732.9322 - val_mean_absolute_error: 252.6810 Epoch 1531/5000 148/148 [==============================] - 0s 74us/step - loss: 39625.9232 - mean_absolute_error: 166.7710 - val_loss: 74692.0869 - val_mean_absolute_error: 252.6081 Epoch 1532/5000 148/148 [==============================] - 0s 68us/step - loss: 39601.4067 - mean_absolute_error: 166.7087 - val_loss: 74652.0175 - val_mean_absolute_error: 252.5365 Epoch 1533/5000 148/148 [==============================] - 0s 68us/step - loss: 39576.4462 - mean_absolute_error: 166.6499 - val_loss: 74613.9328 - val_mean_absolute_error: 252.4690 Epoch 1534/5000 148/148 [==============================] - 0s 88us/step - loss: 39553.0905 - mean_absolute_error: 166.6044 - val_loss: 74575.7631 - val_mean_absolute_error: 252.4013 Epoch 1535/5000 148/148 [==============================] - 0s 101us/step - loss: 39529.7373 - mean_absolute_error: 166.5495 - val_loss: 74535.6097 - val_mean_absolute_error: 252.3298 Epoch 1536/5000 148/148 [==============================] - 0s 81us/step - loss: 39506.4510 - mean_absolute_error: 166.4904 - val_loss: 74494.3850 - val_mean_absolute_error: 252.2561 Epoch 1537/5000 148/148 [==============================] - 0s 74us/step - loss: 39480.3813 - mean_absolute_error: 166.4216 - val_loss: 74455.5203 - val_mean_absolute_error: 252.1867 Epoch 1538/5000 148/148 [==============================] - 0s 68us/step - loss: 39457.5410 - mean_absolute_error: 166.3488 - val_loss: 74419.0972 - val_mean_absolute_error: 252.1216 Epoch 1539/5000 148/148 [==============================] - 0s 74us/step - loss: 39436.6963 - mean_absolute_error: 166.2679 - val_loss: 74384.3472 - val_mean_absolute_error: 252.0598 Epoch 1540/5000 148/148 [==============================] - 0s 68us/step - loss: 39414.1217 - mean_absolute_error: 166.1888 - val_loss: 74349.2822 - val_mean_absolute_error: 251.9972 Epoch 1541/5000 148/148 [==============================] - 0s 68us/step - loss: 39393.5947 - mean_absolute_error: 166.1132 - val_loss: 74311.7894 - val_mean_absolute_error: 251.9300 Epoch 1542/5000 148/148 [==============================] - 0s 74us/step - loss: 39369.9155 - mean_absolute_error: 166.0461 - val_loss: 74273.3553 - val_mean_absolute_error: 251.8614 Epoch 1543/5000 148/148 [==============================] - 0s 81us/step - loss: 39346.7548 - mean_absolute_error: 165.9903 - val_loss: 74232.3747 - val_mean_absolute_error: 251.7884 Epoch 1544/5000 148/148 [==============================] - 0s 68us/step - loss: 39322.8533 - mean_absolute_error: 165.9443 - val_loss: 74191.8294 - val_mean_absolute_error: 251.7168 Epoch 1545/5000 148/148 [==============================] - 0s 74us/step - loss: 39297.2136 - mean_absolute_error: 165.8937 - val_loss: 74151.4238 - val_mean_absolute_error: 251.6452 Epoch 1546/5000 148/148 [==============================] - 0s 68us/step - loss: 39272.7903 - mean_absolute_error: 165.8517 - val_loss: 74110.4241 - val_mean_absolute_error: 251.5726 Epoch 1547/5000 148/148 [==============================] - 0s 68us/step - loss: 39247.2969 - mean_absolute_error: 165.8068 - val_loss: 74069.9547 - val_mean_absolute_error: 251.5014 Epoch 1548/5000 148/148 [==============================] - 0s 68us/step - loss: 39221.4558 - mean_absolute_error: 165.7606 - val_loss: 74028.8663 - val_mean_absolute_error: 251.4285 Epoch 1549/5000 148/148 [==============================] - 0s 68us/step - loss: 39196.3838 - mean_absolute_error: 165.7169 - val_loss: 73987.8178 - val_mean_absolute_error: 251.3554 Epoch 1550/5000 148/148 [==============================] - 0s 68us/step - loss: 39171.5632 - mean_absolute_error: 165.6681 - val_loss: 73946.9294 - val_mean_absolute_error: 251.2828 Epoch 1551/5000 148/148 [==============================] - 0s 74us/step - loss: 39147.5053 - mean_absolute_error: 165.6290 - val_loss: 73907.1225 - val_mean_absolute_error: 251.2121 Epoch 1552/5000 148/148 [==============================] - 0s 74us/step - loss: 39122.4096 - mean_absolute_error: 165.5779 - val_loss: 73868.1903 - val_mean_absolute_error: 251.1423 Epoch 1553/5000 148/148 [==============================] - 0s 74us/step - loss: 39098.5452 - mean_absolute_error: 165.5283 - val_loss: 73827.8644 - val_mean_absolute_error: 251.0700 Epoch 1554/5000 148/148 [==============================] - 0s 61us/step - loss: 39073.7020 - mean_absolute_error: 165.4759 - val_loss: 73787.5372 - val_mean_absolute_error: 250.9976 Epoch 1555/5000 148/148 [==============================] - 0s 74us/step - loss: 39049.2156 - mean_absolute_error: 165.4227 - val_loss: 73746.6366 - val_mean_absolute_error: 250.9241 Epoch 1556/5000 148/148 [==============================] - 0s 68us/step - loss: 39023.6853 - mean_absolute_error: 165.3626 - val_loss: 73706.0153 - val_mean_absolute_error: 250.8512 Epoch 1557/5000 148/148 [==============================] - 0s 68us/step - loss: 39000.1572 - mean_absolute_error: 165.3043 - val_loss: 73666.3038 - val_mean_absolute_error: 250.7801 Epoch 1558/5000 148/148 [==============================] - 0s 68us/step - loss: 38976.1579 - mean_absolute_error: 165.2460 - val_loss: 73626.8687 - val_mean_absolute_error: 250.7088 Epoch 1559/5000 148/148 [==============================] - 0s 74us/step - loss: 38950.6869 - mean_absolute_error: 165.1858 - val_loss: 73585.9916 - val_mean_absolute_error: 250.6351 Epoch 1560/5000 148/148 [==============================] - 0s 61us/step - loss: 38926.0451 - mean_absolute_error: 165.1324 - val_loss: 73544.8009 - val_mean_absolute_error: 250.5610 Epoch 1561/5000 148/148 [==============================] - 0s 68us/step - loss: 38902.4772 - mean_absolute_error: 165.0660 - val_loss: 73504.8572 - val_mean_absolute_error: 250.4889 Epoch 1562/5000 148/148 [==============================] - 0s 68us/step - loss: 38876.9939 - mean_absolute_error: 164.9988 - val_loss: 73463.8484 - val_mean_absolute_error: 250.4153 Epoch 1563/5000 148/148 [==============================] - 0s 68us/step - loss: 38851.8158 - mean_absolute_error: 164.9470 - val_loss: 73422.9662 - val_mean_absolute_error: 250.3420 Epoch 1564/5000 148/148 [==============================] - 0s 68us/step - loss: 38827.8663 - mean_absolute_error: 164.8830 - val_loss: 73383.2544 - val_mean_absolute_error: 250.2708 Epoch 1565/5000 148/148 [==============================] - 0s 68us/step - loss: 38801.9456 - mean_absolute_error: 164.8198 - val_loss: 73342.4822 - val_mean_absolute_error: 250.1976 Epoch 1566/5000 148/148 [==============================] - 0s 68us/step - loss: 38778.7597 - mean_absolute_error: 164.7637 - val_loss: 73299.9516 - val_mean_absolute_error: 250.1210 Epoch 1567/5000 148/148 [==============================] - 0s 68us/step - loss: 38751.5598 - mean_absolute_error: 164.7059 - val_loss: 73258.9859 - val_mean_absolute_error: 250.0475 Epoch 1568/5000 148/148 [==============================] - 0s 68us/step - loss: 38726.7085 - mean_absolute_error: 164.6560 - val_loss: 73218.3156 - val_mean_absolute_error: 249.9738 Epoch 1569/5000 148/148 [==============================] - 0s 68us/step - loss: 38702.6336 - mean_absolute_error: 164.6058 - val_loss: 73176.7600 - val_mean_absolute_error: 249.8987 Epoch 1570/5000 148/148 [==============================] - 0s 68us/step - loss: 38677.5422 - mean_absolute_error: 164.5461 - val_loss: 73134.9438 - val_mean_absolute_error: 249.8228 Epoch 1571/5000 148/148 [==============================] - 0s 68us/step - loss: 38651.4959 - mean_absolute_error: 164.4807 - val_loss: 73094.9453 - val_mean_absolute_error: 249.7496 Epoch 1572/5000 148/148 [==============================] - 0s 68us/step - loss: 38628.8203 - mean_absolute_error: 164.4132 - val_loss: 73056.7116 - val_mean_absolute_error: 249.6795 Epoch 1573/5000 148/148 [==============================] - 0s 61us/step - loss: 38602.8856 - mean_absolute_error: 164.3477 - val_loss: 73015.1553 - val_mean_absolute_error: 249.6044 Epoch 1574/5000 148/148 [==============================] - 0s 74us/step - loss: 38577.4326 - mean_absolute_error: 164.2923 - val_loss: 72972.5109 - val_mean_absolute_error: 249.5273 Epoch 1575/5000 148/148 [==============================] - 0s 68us/step - loss: 38550.8656 - mean_absolute_error: 164.2364 - val_loss: 72929.9897 - val_mean_absolute_error: 249.4508 Epoch 1576/5000 148/148 [==============================] - 0s 74us/step - loss: 38525.9506 - mean_absolute_error: 164.1854 - val_loss: 72889.8837 - val_mean_absolute_error: 249.3785 Epoch 1577/5000 148/148 [==============================] - 0s 74us/step - loss: 38501.1514 - mean_absolute_error: 164.1301 - val_loss: 72849.1675 - val_mean_absolute_error: 249.3053 Epoch 1578/5000 148/148 [==============================] - 0s 68us/step - loss: 38476.1755 - mean_absolute_error: 164.0770 - val_loss: 72811.3069 - val_mean_absolute_error: 249.2372 Epoch 1579/5000 148/148 [==============================] - 0s 68us/step - loss: 38453.2767 - mean_absolute_error: 164.0358 - val_loss: 72771.4009 - val_mean_absolute_error: 249.1653 Epoch 1580/5000 148/148 [==============================] - 0s 81us/step - loss: 38428.5354 - mean_absolute_error: 163.9709 - val_loss: 72733.4919 - val_mean_absolute_error: 249.0955 Epoch 1581/5000 148/148 [==============================] - 0s 74us/step - loss: 38406.3992 - mean_absolute_error: 163.9044 - val_loss: 72695.0691 - val_mean_absolute_error: 249.0252 Epoch 1582/5000 148/148 [==============================] - 0s 68us/step - loss: 38381.7030 - mean_absolute_error: 163.8319 - val_loss: 72658.1269 - val_mean_absolute_error: 248.9582 Epoch 1583/5000 148/148 [==============================] - 0s 74us/step - loss: 38360.6604 - mean_absolute_error: 163.7570 - val_loss: 72618.2416 - val_mean_absolute_error: 248.8855 Epoch 1584/5000 148/148 [==============================] - 0s 74us/step - loss: 38335.8175 - mean_absolute_error: 163.6923 - val_loss: 72579.1572 - val_mean_absolute_error: 248.8150 Epoch 1585/5000 148/148 [==============================] - 0s 61us/step - loss: 38312.9768 - mean_absolute_error: 163.6211 - val_loss: 72541.3178 - val_mean_absolute_error: 248.7461 Epoch 1586/5000 148/148 [==============================] - 0s 68us/step - loss: 38289.5329 - mean_absolute_error: 163.5380 - val_loss: 72503.0919 - val_mean_absolute_error: 248.6757 Epoch 1587/5000 148/148 [==============================] - 0s 74us/step - loss: 38267.4154 - mean_absolute_error: 163.4554 - val_loss: 72464.2734 - val_mean_absolute_error: 248.6048 Epoch 1588/5000 148/148 [==============================] - 0s 74us/step - loss: 38244.4565 - mean_absolute_error: 163.3925 - val_loss: 72424.2166 - val_mean_absolute_error: 248.5321 Epoch 1589/5000 148/148 [==============================] - 0s 61us/step - loss: 38219.3960 - mean_absolute_error: 163.3339 - val_loss: 72383.7244 - val_mean_absolute_error: 248.4592 Epoch 1590/5000 148/148 [==============================] - 0s 68us/step - loss: 38194.8776 - mean_absolute_error: 163.2789 - val_loss: 72342.5622 - val_mean_absolute_error: 248.3856 Epoch 1591/5000 148/148 [==============================] - 0s 68us/step - loss: 38169.4387 - mean_absolute_error: 163.2211 - val_loss: 72301.1306 - val_mean_absolute_error: 248.3111 Epoch 1592/5000 148/148 [==============================] - 0s 68us/step - loss: 38145.0103 - mean_absolute_error: 163.1698 - val_loss: 72260.7825 - val_mean_absolute_error: 248.2385 Epoch 1593/5000 148/148 [==============================] - 0s 81us/step - loss: 38120.7743 - mean_absolute_error: 163.1049 - val_loss: 72220.7991 - val_mean_absolute_error: 248.1663 Epoch 1594/5000 148/148 [==============================] - 0s 74us/step - loss: 38097.0859 - mean_absolute_error: 163.0402 - val_loss: 72179.8097 - val_mean_absolute_error: 248.0924 Epoch 1595/5000 148/148 [==============================] - 0s 74us/step - loss: 38071.2406 - mean_absolute_error: 162.9802 - val_loss: 72139.0916 - val_mean_absolute_error: 248.0186 Epoch 1596/5000 148/148 [==============================] - 0s 81us/step - loss: 38046.7839 - mean_absolute_error: 162.9299 - val_loss: 72099.2022 - val_mean_absolute_error: 247.9473 Epoch 1597/5000 148/148 [==============================] - 0s 88us/step - loss: 38022.6153 - mean_absolute_error: 162.8881 - val_loss: 72059.1050 - val_mean_absolute_error: 247.8756 Epoch 1598/5000 148/148 [==============================] - 0s 74us/step - loss: 37997.6973 - mean_absolute_error: 162.8445 - val_loss: 72019.6266 - val_mean_absolute_error: 247.8053 Epoch 1599/5000 148/148 [==============================] - 0s 68us/step - loss: 37973.6763 - mean_absolute_error: 162.8050 - val_loss: 71979.9053 - val_mean_absolute_error: 247.7343 Epoch 1600/5000 148/148 [==============================] - 0s 74us/step - loss: 37949.8621 - mean_absolute_error: 162.7610 - val_loss: 71941.0328 - val_mean_absolute_error: 247.6638 Epoch 1601/5000 148/148 [==============================] - 0s 74us/step - loss: 37926.2757 - mean_absolute_error: 162.7077 - val_loss: 71902.6244 - val_mean_absolute_error: 247.5938 Epoch 1602/5000 148/148 [==============================] - 0s 74us/step - loss: 37902.7343 - mean_absolute_error: 162.6518 - val_loss: 71864.3112 - val_mean_absolute_error: 247.5245 Epoch 1603/5000 148/148 [==============================] - 0s 74us/step - loss: 37879.8875 - mean_absolute_error: 162.5924 - val_loss: 71827.3609 - val_mean_absolute_error: 247.4574 Epoch 1604/5000 148/148 [==============================] - 0s 68us/step - loss: 37858.6017 - mean_absolute_error: 162.5215 - val_loss: 71790.2612 - val_mean_absolute_error: 247.3895 Epoch 1605/5000 148/148 [==============================] - 0s 74us/step - loss: 37835.9946 - mean_absolute_error: 162.4550 - val_loss: 71750.6994 - val_mean_absolute_error: 247.3177 Epoch 1606/5000 148/148 [==============================] - 0s 68us/step - loss: 37812.3069 - mean_absolute_error: 162.3945 - val_loss: 71710.4978 - val_mean_absolute_error: 247.2448 Epoch 1607/5000 148/148 [==============================] - 0s 74us/step - loss: 37787.8039 - mean_absolute_error: 162.3451 - val_loss: 71668.1359 - val_mean_absolute_error: 247.1687 Epoch 1608/5000 148/148 [==============================] - 0s 74us/step - loss: 37760.2669 - mean_absolute_error: 162.2938 - val_loss: 71625.9122 - val_mean_absolute_error: 247.0926 Epoch 1609/5000 148/148 [==============================] - 0s 68us/step - loss: 37736.2045 - mean_absolute_error: 162.2561 - val_loss: 71583.9731 - val_mean_absolute_error: 247.0170 Epoch 1610/5000 148/148 [==============================] - 0s 68us/step - loss: 37710.0711 - mean_absolute_error: 162.2071 - val_loss: 71543.8372 - val_mean_absolute_error: 246.9445 Epoch 1611/5000 148/148 [==============================] - 0s 68us/step - loss: 37685.1321 - mean_absolute_error: 162.1620 - val_loss: 71502.0412 - val_mean_absolute_error: 246.8692 Epoch 1612/5000 148/148 [==============================] - 0s 74us/step - loss: 37660.0706 - mean_absolute_error: 162.1198 - val_loss: 71458.7838 - val_mean_absolute_error: 246.7915 Epoch 1613/5000 148/148 [==============================] - 0s 61us/step - loss: 37633.4246 - mean_absolute_error: 162.0687 - val_loss: 71417.2728 - val_mean_absolute_error: 246.7166 Epoch 1614/5000 148/148 [==============================] - 0s 81us/step - loss: 37607.5048 - mean_absolute_error: 162.0184 - val_loss: 71375.8575 - val_mean_absolute_error: 246.6421 Epoch 1615/5000 148/148 [==============================] - 0s 74us/step - loss: 37581.9629 - mean_absolute_error: 161.9734 - val_loss: 71333.7894 - val_mean_absolute_error: 246.5664 Epoch 1616/5000 148/148 [==============================] - 0s 81us/step - loss: 37559.3045 - mean_absolute_error: 161.9482 - val_loss: 71292.4962 - val_mean_absolute_error: 246.4926 Epoch 1617/5000 148/148 [==============================] - 0s 61us/step - loss: 37531.7091 - mean_absolute_error: 161.9111 - val_loss: 71252.0247 - val_mean_absolute_error: 246.4200 Epoch 1618/5000 148/148 [==============================] - 0s 74us/step - loss: 37506.3588 - mean_absolute_error: 161.8687 - val_loss: 71211.1175 - val_mean_absolute_error: 246.3464 Epoch 1619/5000 148/148 [==============================] - 0s 81us/step - loss: 37479.9298 - mean_absolute_error: 161.8242 - val_loss: 71171.1725 - val_mean_absolute_error: 246.2743 Epoch 1620/5000 148/148 [==============================] - 0s 74us/step - loss: 37456.4548 - mean_absolute_error: 161.7822 - val_loss: 71129.3528 - val_mean_absolute_error: 246.1988 Epoch 1621/5000 148/148 [==============================] - 0s 74us/step - loss: 37431.3008 - mean_absolute_error: 161.7373 - val_loss: 71087.8891 - val_mean_absolute_error: 246.1243 Epoch 1622/5000 148/148 [==============================] - 0s 68us/step - loss: 37403.7271 - mean_absolute_error: 161.7078 - val_loss: 71049.7559 - val_mean_absolute_error: 246.0572 Epoch 1623/5000 148/148 [==============================] - 0s 68us/step - loss: 37382.5683 - mean_absolute_error: 161.7151 - val_loss: 71012.3969 - val_mean_absolute_error: 245.9908 Epoch 1624/5000 148/148 [==============================] - 0s 68us/step - loss: 37359.3112 - mean_absolute_error: 161.6899 - val_loss: 70975.6475 - val_mean_absolute_error: 245.9239 Epoch 1625/5000 148/148 [==============================] - 0s 81us/step - loss: 37335.1538 - mean_absolute_error: 161.6350 - val_loss: 70938.0334 - val_mean_absolute_error: 245.8554 Epoch 1626/5000 148/148 [==============================] - 0s 81us/step - loss: 37312.6712 - mean_absolute_error: 161.5804 - val_loss: 70899.2287 - val_mean_absolute_error: 245.7849 Epoch 1627/5000 148/148 [==============================] - 0s 68us/step - loss: 37288.7289 - mean_absolute_error: 161.5235 - val_loss: 70861.2509 - val_mean_absolute_error: 245.7160 Epoch 1628/5000 148/148 [==============================] - 0s 68us/step - loss: 37265.2194 - mean_absolute_error: 161.4659 - val_loss: 70822.5750 - val_mean_absolute_error: 245.6456 Epoch 1629/5000 148/148 [==============================] - 0s 81us/step - loss: 37241.6168 - mean_absolute_error: 161.3971 - val_loss: 70785.7606 - val_mean_absolute_error: 245.5784 Epoch 1630/5000 148/148 [==============================] - 0s 74us/step - loss: 37219.5119 - mean_absolute_error: 161.3142 - val_loss: 70748.4416 - val_mean_absolute_error: 245.5099 Epoch 1631/5000 148/148 [==============================] - 0s 68us/step - loss: 37196.5799 - mean_absolute_error: 161.2495 - val_loss: 70711.5188 - val_mean_absolute_error: 245.4425 Epoch 1632/5000 148/148 [==============================] - 0s 74us/step - loss: 37174.7793 - mean_absolute_error: 161.1839 - val_loss: 70677.2384 - val_mean_absolute_error: 245.3798 Epoch 1633/5000 148/148 [==============================] - 0s 74us/step - loss: 37154.5409 - mean_absolute_error: 161.1144 - val_loss: 70642.6503 - val_mean_absolute_error: 245.3162 Epoch 1634/5000 148/148 [==============================] - 0s 68us/step - loss: 37133.3095 - mean_absolute_error: 161.0327 - val_loss: 70606.3419 - val_mean_absolute_error: 245.2493 Epoch 1635/5000 148/148 [==============================] - 0s 74us/step - loss: 37109.6868 - mean_absolute_error: 160.9632 - val_loss: 70567.7572 - val_mean_absolute_error: 245.1789 Epoch 1636/5000 148/148 [==============================] - 0s 68us/step - loss: 37087.1792 - mean_absolute_error: 160.9074 - val_loss: 70527.5131 - val_mean_absolute_error: 245.1060 Epoch 1637/5000 148/148 [==============================] - 0s 74us/step - loss: 37059.7754 - mean_absolute_error: 160.9010 - val_loss: 70485.5191 - val_mean_absolute_error: 245.0317 Epoch 1638/5000 148/148 [==============================] - 0s 81us/step - loss: 37037.3195 - mean_absolute_error: 160.9308 - val_loss: 70444.1438 - val_mean_absolute_error: 244.9579 Epoch 1639/5000 148/148 [==============================] - 0s 68us/step - loss: 37010.0571 - mean_absolute_error: 160.9207 - val_loss: 70404.1447 - val_mean_absolute_error: 244.8862 Epoch 1640/5000 148/148 [==============================] - 0s 68us/step - loss: 36987.9415 - mean_absolute_error: 160.9342 - val_loss: 70362.5513 - val_mean_absolute_error: 244.8126 Epoch 1641/5000 148/148 [==============================] - 0s 68us/step - loss: 36965.3505 - mean_absolute_error: 160.9653 - val_loss: 70320.2350 - val_mean_absolute_error: 244.7368 Epoch 1642/5000 148/148 [==============================] - 0s 81us/step - loss: 36937.3020 - mean_absolute_error: 160.9453 - val_loss: 70277.9316 - val_mean_absolute_error: 244.6605 Epoch 1643/5000 148/148 [==============================] - 0s 81us/step - loss: 36913.0429 - mean_absolute_error: 160.9191 - val_loss: 70236.3969 - val_mean_absolute_error: 244.5850 Epoch 1644/5000 148/148 [==============================] - 0s 61us/step - loss: 36888.9379 - mean_absolute_error: 160.8770 - val_loss: 70197.8878 - val_mean_absolute_error: 244.5140 Epoch 1645/5000 148/148 [==============================] - 0s 74us/step - loss: 36866.1590 - mean_absolute_error: 160.8322 - val_loss: 70160.3656 - val_mean_absolute_error: 244.4450 Epoch 1646/5000 148/148 [==============================] - 0s 68us/step - loss: 36843.0391 - mean_absolute_error: 160.7821 - val_loss: 70126.1053 - val_mean_absolute_error: 244.3816 Epoch 1647/5000 148/148 [==============================] - 0s 74us/step - loss: 36824.1526 - mean_absolute_error: 160.7209 - val_loss: 70093.3697 - val_mean_absolute_error: 244.3205 Epoch 1648/5000 148/148 [==============================] - 0s 68us/step - loss: 36800.7359 - mean_absolute_error: 160.6182 - val_loss: 70058.3394 - val_mean_absolute_error: 244.2558 Epoch 1649/5000 148/148 [==============================] - 0s 74us/step - loss: 36778.8908 - mean_absolute_error: 160.5437 - val_loss: 70021.6441 - val_mean_absolute_error: 244.1882 Epoch 1650/5000 148/148 [==============================] - 0s 74us/step - loss: 36755.8994 - mean_absolute_error: 160.4737 - val_loss: 69983.8463 - val_mean_absolute_error: 244.1184 Epoch 1651/5000 148/148 [==============================] - 0s 68us/step - loss: 36733.5535 - mean_absolute_error: 160.4087 - val_loss: 69947.3300 - val_mean_absolute_error: 244.0499 Epoch 1652/5000 148/148 [==============================] - 0s 81us/step - loss: 36711.9661 - mean_absolute_error: 160.3358 - val_loss: 69910.1209 - val_mean_absolute_error: 243.9801 Epoch 1653/5000 148/148 [==============================] - 0s 68us/step - loss: 36688.8786 - mean_absolute_error: 160.2651 - val_loss: 69872.4997 - val_mean_absolute_error: 243.9099 Epoch 1654/5000 148/148 [==============================] - 0s 68us/step - loss: 36667.3919 - mean_absolute_error: 160.1931 - val_loss: 69835.5303 - val_mean_absolute_error: 243.8412 Epoch 1655/5000 148/148 [==============================] - 0s 74us/step - loss: 36644.6090 - mean_absolute_error: 160.1173 - val_loss: 69799.4781 - val_mean_absolute_error: 243.7736 Epoch 1656/5000 148/148 [==============================] - 0s 74us/step - loss: 36622.7351 - mean_absolute_error: 160.0571 - val_loss: 69763.5419 - val_mean_absolute_error: 243.7071 Epoch 1657/5000 148/148 [==============================] - 0s 81us/step - loss: 36601.5749 - mean_absolute_error: 159.9915 - val_loss: 69725.9256 - val_mean_absolute_error: 243.6375 Epoch 1658/5000 148/148 [==============================] - 0s 68us/step - loss: 36577.0154 - mean_absolute_error: 159.9127 - val_loss: 69686.1125 - val_mean_absolute_error: 243.5644 Epoch 1659/5000 148/148 [==============================] - 0s 81us/step - loss: 36553.6154 - mean_absolute_error: 159.8382 - val_loss: 69644.6187 - val_mean_absolute_error: 243.4883 Epoch 1660/5000 148/148 [==============================] - 0s 68us/step - loss: 36528.8815 - mean_absolute_error: 159.7719 - val_loss: 69603.0063 - val_mean_absolute_error: 243.4122 Epoch 1661/5000 148/148 [==============================] - 0s 74us/step - loss: 36504.2656 - mean_absolute_error: 159.7116 - val_loss: 69562.9603 - val_mean_absolute_error: 243.3390 Epoch 1662/5000 148/148 [==============================] - 0s 95us/step - loss: 36479.8842 - mean_absolute_error: 159.6591 - val_loss: 69523.3775 - val_mean_absolute_error: 243.2663 Epoch 1663/5000 148/148 [==============================] - 0s 74us/step - loss: 36455.6671 - mean_absolute_error: 159.5988 - val_loss: 69483.7403 - val_mean_absolute_error: 243.1937 Epoch 1664/5000 148/148 [==============================] - 0s 68us/step - loss: 36432.2372 - mean_absolute_error: 159.5306 - val_loss: 69443.3334 - val_mean_absolute_error: 243.1195 Epoch 1665/5000 148/148 [==============================] - 0s 74us/step - loss: 36408.0137 - mean_absolute_error: 159.4730 - val_loss: 69402.2350 - val_mean_absolute_error: 243.0442 Epoch 1666/5000 148/148 [==============================] - 0s 68us/step - loss: 36382.2487 - mean_absolute_error: 159.4229 - val_loss: 69364.0672 - val_mean_absolute_error: 242.9739 Epoch 1667/5000 148/148 [==============================] - 0s 68us/step - loss: 36360.2808 - mean_absolute_error: 159.3698 - val_loss: 69325.8494 - val_mean_absolute_error: 242.9037 Epoch 1668/5000 148/148 [==============================] - 0s 68us/step - loss: 36336.5921 - mean_absolute_error: 159.3140 - val_loss: 69287.3622 - val_mean_absolute_error: 242.8330 Epoch 1669/5000 148/148 [==============================] - 0s 74us/step - loss: 36314.0939 - mean_absolute_error: 159.2664 - val_loss: 69250.1822 - val_mean_absolute_error: 242.7649 Epoch 1670/5000 148/148 [==============================] - 0s 74us/step - loss: 36291.7853 - mean_absolute_error: 159.2147 - val_loss: 69210.6541 - val_mean_absolute_error: 242.6920 Epoch 1671/5000 148/148 [==============================] - 0s 81us/step - loss: 36266.2248 - mean_absolute_error: 159.1506 - val_loss: 69172.9859 - val_mean_absolute_error: 242.6226 Epoch 1672/5000 148/148 [==============================] - 0s 68us/step - loss: 36244.5042 - mean_absolute_error: 159.0951 - val_loss: 69134.3341 - val_mean_absolute_error: 242.5514 Epoch 1673/5000 148/148 [==============================] - 0s 68us/step - loss: 36222.0731 - mean_absolute_error: 159.0449 - val_loss: 69096.2841 - val_mean_absolute_error: 242.4814 Epoch 1674/5000 148/148 [==============================] - 0s 74us/step - loss: 36199.3422 - mean_absolute_error: 158.9884 - val_loss: 69058.9806 - val_mean_absolute_error: 242.4126 Epoch 1675/5000 148/148 [==============================] - 0s 68us/step - loss: 36176.6610 - mean_absolute_error: 158.9203 - val_loss: 69022.9369 - val_mean_absolute_error: 242.3459 Epoch 1676/5000 148/148 [==============================] - 0s 68us/step - loss: 36154.3186 - mean_absolute_error: 158.8556 - val_loss: 68984.3216 - val_mean_absolute_error: 242.2745 Epoch 1677/5000 148/148 [==============================] - 0s 74us/step - loss: 36132.0072 - mean_absolute_error: 158.7842 - val_loss: 68947.1625 - val_mean_absolute_error: 242.2057 Epoch 1678/5000 148/148 [==============================] - 0s 68us/step - loss: 36110.0782 - mean_absolute_error: 158.7108 - val_loss: 68910.2556 - val_mean_absolute_error: 242.1374 Epoch 1679/5000 148/148 [==============================] - 0s 61us/step - loss: 36088.1130 - mean_absolute_error: 158.6301 - val_loss: 68872.8331 - val_mean_absolute_error: 242.0681 Epoch 1680/5000 148/148 [==============================] - 0s 74us/step - loss: 36065.2889 - mean_absolute_error: 158.5587 - val_loss: 68834.1638 - val_mean_absolute_error: 241.9967 Epoch 1681/5000 148/148 [==============================] - 0s 61us/step - loss: 36041.8337 - mean_absolute_error: 158.4897 - val_loss: 68796.3566 - val_mean_absolute_error: 241.9266 Epoch 1682/5000 148/148 [==============================] - 0s 61us/step - loss: 36020.1308 - mean_absolute_error: 158.4150 - val_loss: 68761.0603 - val_mean_absolute_error: 241.8613 Epoch 1683/5000 148/148 [==============================] - 0s 74us/step - loss: 35999.8393 - mean_absolute_error: 158.3365 - val_loss: 68727.5541 - val_mean_absolute_error: 241.7990 Epoch 1684/5000 148/148 [==============================] - 0s 68us/step - loss: 35980.5228 - mean_absolute_error: 158.2663 - val_loss: 68690.2094 - val_mean_absolute_error: 241.7300 Epoch 1685/5000 148/148 [==============================] - 0s 68us/step - loss: 35958.6346 - mean_absolute_error: 158.2061 - val_loss: 68651.4116 - val_mean_absolute_error: 241.6582 Epoch 1686/5000 148/148 [==============================] - 0s 68us/step - loss: 35933.7156 - mean_absolute_error: 158.1473 - val_loss: 68613.0975 - val_mean_absolute_error: 241.5879 Epoch 1687/5000 148/148 [==============================] - 0s 68us/step - loss: 35909.9982 - mean_absolute_error: 158.1056 - val_loss: 68573.2372 - val_mean_absolute_error: 241.5145 Epoch 1688/5000 148/148 [==============================] - 0s 68us/step - loss: 35885.4658 - mean_absolute_error: 158.0631 - val_loss: 68533.3503 - val_mean_absolute_error: 241.4406 Epoch 1689/5000 148/148 [==============================] - 0s 74us/step - loss: 35861.3969 - mean_absolute_error: 158.0225 - val_loss: 68493.9859 - val_mean_absolute_error: 241.3678 Epoch 1690/5000 148/148 [==============================] - 0s 61us/step - loss: 35837.9663 - mean_absolute_error: 157.9893 - val_loss: 68453.9913 - val_mean_absolute_error: 241.2944 Epoch 1691/5000 148/148 [==============================] - 0s 68us/step - loss: 35813.0472 - mean_absolute_error: 157.9490 - val_loss: 68415.7369 - val_mean_absolute_error: 241.2245 Epoch 1692/5000 148/148 [==============================] - 0s 74us/step - loss: 35790.1689 - mean_absolute_error: 157.9137 - val_loss: 68378.4337 - val_mean_absolute_error: 241.1558 Epoch 1693/5000 148/148 [==============================] - 0s 68us/step - loss: 35766.9606 - mean_absolute_error: 157.8668 - val_loss: 68344.2534 - val_mean_absolute_error: 241.0922 Epoch 1694/5000 148/148 [==============================] - 0s 68us/step - loss: 35746.7467 - mean_absolute_error: 157.8300 - val_loss: 68308.4981 - val_mean_absolute_error: 241.0261 Epoch 1695/5000 148/148 [==============================] - 0s 74us/step - loss: 35723.6645 - mean_absolute_error: 157.7853 - val_loss: 68269.7713 - val_mean_absolute_error: 240.9540 Epoch 1696/5000 148/148 [==============================] - 0s 68us/step - loss: 35699.6845 - mean_absolute_error: 157.7388 - val_loss: 68231.1078 - val_mean_absolute_error: 240.8818 Epoch 1697/5000 148/148 [==============================] - 0s 81us/step - loss: 35677.2081 - mean_absolute_error: 157.7004 - val_loss: 68190.8581 - val_mean_absolute_error: 240.8070 Epoch 1698/5000 148/148 [==============================] - 0s 68us/step - loss: 35651.9224 - mean_absolute_error: 157.6546 - val_loss: 68152.2462 - val_mean_absolute_error: 240.7350 Epoch 1699/5000 148/148 [==============================] - 0s 68us/step - loss: 35629.1118 - mean_absolute_error: 157.6095 - val_loss: 68114.0122 - val_mean_absolute_error: 240.6639 Epoch 1700/5000 148/148 [==============================] - 0s 68us/step - loss: 35603.4178 - mean_absolute_error: 157.5960 - val_loss: 68076.0097 - val_mean_absolute_error: 240.5948 Epoch 1701/5000 148/148 [==============================] - 0s 61us/step - loss: 35579.5834 - mean_absolute_error: 157.6003 - val_loss: 68037.0422 - val_mean_absolute_error: 240.5238 Epoch 1702/5000 148/148 [==============================] - 0s 74us/step - loss: 35555.9543 - mean_absolute_error: 157.5820 - val_loss: 67997.1709 - val_mean_absolute_error: 240.4504 Epoch 1703/5000 148/148 [==============================] - 0s 68us/step - loss: 35532.3311 - mean_absolute_error: 157.5660 - val_loss: 67958.1944 - val_mean_absolute_error: 240.3784 Epoch 1704/5000 148/148 [==============================] - 0s 74us/step - loss: 35508.0869 - mean_absolute_error: 157.5231 - val_loss: 67919.8141 - val_mean_absolute_error: 240.3071 Epoch 1705/5000 148/148 [==============================] - 0s 68us/step - loss: 35484.6669 - mean_absolute_error: 157.4705 - val_loss: 67879.9856 - val_mean_absolute_error: 240.2327 Epoch 1706/5000 148/148 [==============================] - ETA: 0s - loss: 32170.6836 - mean_absolute_error: 149.955 - 0s 68us/step - loss: 35461.1793 - mean_absolute_error: 157.4232 - val_loss: 67840.5834 - val_mean_absolute_error: 240.1594 Epoch 1707/5000 148/148 [==============================] - 0s 88us/step - loss: 35437.2857 - mean_absolute_error: 157.3780 - val_loss: 67802.1681 - val_mean_absolute_error: 240.0881 Epoch 1708/5000 148/148 [==============================] - 0s 68us/step - loss: 35414.5973 - mean_absolute_error: 157.3257 - val_loss: 67764.4956 - val_mean_absolute_error: 240.0176 Epoch 1709/5000 148/148 [==============================] - 0s 68us/step - loss: 35391.1513 - mean_absolute_error: 157.2694 - val_loss: 67726.1997 - val_mean_absolute_error: 239.9461 Epoch 1710/5000 148/148 [==============================] - 0s 68us/step - loss: 35369.2686 - mean_absolute_error: 157.2025 - val_loss: 67690.4950 - val_mean_absolute_error: 239.8789 Epoch 1711/5000 148/148 [==============================] - 0s 61us/step - loss: 35346.2340 - mean_absolute_error: 157.1286 - val_loss: 67653.9444 - val_mean_absolute_error: 239.8105 Epoch 1712/5000 148/148 [==============================] - 0s 68us/step - loss: 35324.7716 - mean_absolute_error: 157.0668 - val_loss: 67617.0156 - val_mean_absolute_error: 239.7418 Epoch 1713/5000 148/148 [==============================] - 0s 81us/step - loss: 35302.2000 - mean_absolute_error: 157.0121 - val_loss: 67579.0969 - val_mean_absolute_error: 239.6710 Epoch 1714/5000 148/148 [==============================] - 0s 88us/step - loss: 35279.4056 - mean_absolute_error: 156.9598 - val_loss: 67540.4019 - val_mean_absolute_error: 239.5985 Epoch 1715/5000 148/148 [==============================] - 0s 88us/step - loss: 35256.7114 - mean_absolute_error: 156.9034 - val_loss: 67501.7000 - val_mean_absolute_error: 239.5247 Epoch 1716/5000 148/148 [==============================] - 0s 88us/step - loss: 35233.7214 - mean_absolute_error: 156.8489 - val_loss: 67464.3778 - val_mean_absolute_error: 239.4539 Epoch 1717/5000 148/148 [==============================] - 0s 81us/step - loss: 35211.7846 - mean_absolute_error: 156.8060 - val_loss: 67426.4344 - val_mean_absolute_error: 239.3825 Epoch 1718/5000 148/148 [==============================] - 0s 108us/step - loss: 35188.0127 - mean_absolute_error: 156.7784 - val_loss: 67388.4391 - val_mean_absolute_error: 239.3103 Epoch 1719/5000 148/148 [==============================] - 0s 68us/step - loss: 35169.0246 - mean_absolute_error: 156.8080 - val_loss: 67346.1278 - val_mean_absolute_error: 239.2320 Epoch 1720/5000 148/148 [==============================] - 0s 68us/step - loss: 35143.6111 - mean_absolute_error: 156.8224 - val_loss: 67304.9866 - val_mean_absolute_error: 239.1543 Epoch 1721/5000 148/148 [==============================] - 0s 68us/step - loss: 35119.7457 - mean_absolute_error: 156.8131 - val_loss: 67265.8606 - val_mean_absolute_error: 239.0803 Epoch 1722/5000 148/148 [==============================] - 0s 68us/step - loss: 35095.3972 - mean_absolute_error: 156.7773 - val_loss: 67227.6300 - val_mean_absolute_error: 239.0084 Epoch 1723/5000 148/148 [==============================] - 0s 68us/step - loss: 35072.8228 - mean_absolute_error: 156.7310 - val_loss: 67189.4369 - val_mean_absolute_error: 238.9366 Epoch 1724/5000 148/148 [==============================] - 0s 74us/step - loss: 35050.7106 - mean_absolute_error: 156.6781 - val_loss: 67151.4266 - val_mean_absolute_error: 238.8648 Epoch 1725/5000 148/148 [==============================] - 0s 74us/step - loss: 35027.0092 - mean_absolute_error: 156.6160 - val_loss: 67114.5253 - val_mean_absolute_error: 238.7946 Epoch 1726/5000 148/148 [==============================] - 0s 68us/step - loss: 35005.6611 - mean_absolute_error: 156.5545 - val_loss: 67079.2131 - val_mean_absolute_error: 238.7273 Epoch 1727/5000 148/148 [==============================] - 0s 61us/step - loss: 34984.2978 - mean_absolute_error: 156.4797 - val_loss: 67043.4772 - val_mean_absolute_error: 238.6594 Epoch 1728/5000 148/148 [==============================] - 0s 68us/step - loss: 34962.0634 - mean_absolute_error: 156.4088 - val_loss: 67005.5050 - val_mean_absolute_error: 238.5875 Epoch 1729/5000 148/148 [==============================] - 0s 74us/step - loss: 34939.0958 - mean_absolute_error: 156.3501 - val_loss: 66969.1438 - val_mean_absolute_error: 238.5187 Epoch 1730/5000 148/148 [==============================] - 0s 68us/step - loss: 34917.5926 - mean_absolute_error: 156.2892 - val_loss: 66934.0709 - val_mean_absolute_error: 238.4523 Epoch 1731/5000 148/148 [==============================] - 0s 81us/step - loss: 34895.7429 - mean_absolute_error: 156.2240 - val_loss: 66896.2256 - val_mean_absolute_error: 238.3808 Epoch 1732/5000 148/148 [==============================] - 0s 68us/step - loss: 34872.9389 - mean_absolute_error: 156.1639 - val_loss: 66857.6872 - val_mean_absolute_error: 238.3079 Epoch 1733/5000 148/148 [==============================] - 0s 68us/step - loss: 34849.1940 - mean_absolute_error: 156.1020 - val_loss: 66819.3281 - val_mean_absolute_error: 238.2354 Epoch 1734/5000 148/148 [==============================] - 0s 74us/step - loss: 34827.4163 - mean_absolute_error: 156.0524 - val_loss: 66781.9037 - val_mean_absolute_error: 238.1649 Epoch 1735/5000 148/148 [==============================] - 0s 74us/step - loss: 34803.8575 - mean_absolute_error: 155.9983 - val_loss: 66745.1519 - val_mean_absolute_error: 238.0953 Epoch 1736/5000 148/148 [==============================] - 0s 68us/step - loss: 34781.8815 - mean_absolute_error: 155.9471 - val_loss: 66705.6331 - val_mean_absolute_error: 238.0205 Epoch 1737/5000 148/148 [==============================] - 0s 81us/step - loss: 34759.1561 - mean_absolute_error: 155.9037 - val_loss: 66665.7481 - val_mean_absolute_error: 237.9452 Epoch 1738/5000 148/148 [==============================] - 0s 68us/step - loss: 34735.5071 - mean_absolute_error: 155.8495 - val_loss: 66628.1159 - val_mean_absolute_error: 237.8738 Epoch 1739/5000 148/148 [==============================] - 0s 81us/step - loss: 34712.5690 - mean_absolute_error: 155.7917 - val_loss: 66591.3506 - val_mean_absolute_error: 237.8035 Epoch 1740/5000 148/148 [==============================] - 0s 68us/step - loss: 34690.9342 - mean_absolute_error: 155.7357 - val_loss: 66553.6013 - val_mean_absolute_error: 237.7316 Epoch 1741/5000 148/148 [==============================] - 0s 74us/step - loss: 34668.4187 - mean_absolute_error: 155.6894 - val_loss: 66515.5469 - val_mean_absolute_error: 237.6594 Epoch 1742/5000 148/148 [==============================] - 0s 74us/step - loss: 34645.7620 - mean_absolute_error: 155.6457 - val_loss: 66477.8112 - val_mean_absolute_error: 237.5879 Epoch 1743/5000 148/148 [==============================] - 0s 81us/step - loss: 34622.6586 - mean_absolute_error: 155.5845 - val_loss: 66442.7284 - val_mean_absolute_error: 237.5213 Epoch 1744/5000 148/148 [==============================] - 0s 68us/step - loss: 34601.6131 - mean_absolute_error: 155.5165 - val_loss: 66405.1016 - val_mean_absolute_error: 237.4499 Epoch 1745/5000 148/148 [==============================] - 0s 68us/step - loss: 34578.9823 - mean_absolute_error: 155.4483 - val_loss: 66367.6263 - val_mean_absolute_error: 237.3787 Epoch 1746/5000 148/148 [==============================] - 0s 74us/step - loss: 34557.2774 - mean_absolute_error: 155.3687 - val_loss: 66330.9250 - val_mean_absolute_error: 237.3090 Epoch 1747/5000 148/148 [==============================] - 0s 68us/step - loss: 34535.4701 - mean_absolute_error: 155.2970 - val_loss: 66295.1469 - val_mean_absolute_error: 237.2409 Epoch 1748/5000 148/148 [==============================] - 0s 74us/step - loss: 34513.4868 - mean_absolute_error: 155.2275 - val_loss: 66260.7800 - val_mean_absolute_error: 237.1751 Epoch 1749/5000 148/148 [==============================] - 0s 68us/step - loss: 34495.0445 - mean_absolute_error: 155.1598 - val_loss: 66227.9012 - val_mean_absolute_error: 237.1116 Epoch 1750/5000 148/148 [==============================] - 0s 68us/step - loss: 34475.3412 - mean_absolute_error: 155.0912 - val_loss: 66193.6678 - val_mean_absolute_error: 237.0458 Epoch 1751/5000 148/148 [==============================] - 0s 68us/step - loss: 34453.7078 - mean_absolute_error: 155.0330 - val_loss: 66158.1253 - val_mean_absolute_error: 236.9780 Epoch 1752/5000 148/148 [==============================] - 0s 74us/step - loss: 34431.9220 - mean_absolute_error: 154.9829 - val_loss: 66122.3188 - val_mean_absolute_error: 236.9103 Epoch 1753/5000 148/148 [==============================] - 0s 68us/step - loss: 34411.6945 - mean_absolute_error: 154.9469 - val_loss: 66084.9116 - val_mean_absolute_error: 236.8397 Epoch 1754/5000 148/148 [==============================] - 0s 74us/step - loss: 34388.4904 - mean_absolute_error: 154.8939 - val_loss: 66049.0225 - val_mean_absolute_error: 236.7720 Epoch 1755/5000 148/148 [==============================] - 0s 68us/step - loss: 34367.1240 - mean_absolute_error: 154.8330 - val_loss: 66013.1291 - val_mean_absolute_error: 236.7042 Epoch 1756/5000 148/148 [==============================] - 0s 68us/step - loss: 34345.7639 - mean_absolute_error: 154.7760 - val_loss: 65976.6569 - val_mean_absolute_error: 236.6348 Epoch 1757/5000 148/148 [==============================] - 0s 81us/step - loss: 34324.4971 - mean_absolute_error: 154.7175 - val_loss: 65942.6522 - val_mean_absolute_error: 236.5689 Epoch 1758/5000 148/148 [==============================] - 0s 68us/step - loss: 34304.8076 - mean_absolute_error: 154.6491 - val_loss: 65908.5147 - val_mean_absolute_error: 236.5032 Epoch 1759/5000 148/148 [==============================] - 0s 88us/step - loss: 34284.6424 - mean_absolute_error: 154.5882 - val_loss: 65873.8362 - val_mean_absolute_error: 236.4369 Epoch 1760/5000 148/148 [==============================] - 0s 61us/step - loss: 34262.9874 - mean_absolute_error: 154.5303 - val_loss: 65836.9747 - val_mean_absolute_error: 236.3665 Epoch 1761/5000 148/148 [==============================] - 0s 74us/step - loss: 34240.9355 - mean_absolute_error: 154.4807 - val_loss: 65801.0656 - val_mean_absolute_error: 236.2982 Epoch 1762/5000 148/148 [==============================] - 0s 81us/step - loss: 34220.4403 - mean_absolute_error: 154.4484 - val_loss: 65766.3053 - val_mean_absolute_error: 236.2320 Epoch 1763/5000 148/148 [==============================] - 0s 81us/step - loss: 34200.9819 - mean_absolute_error: 154.3894 - val_loss: 65733.9428 - val_mean_absolute_error: 236.1695 Epoch 1764/5000 148/148 [==============================] - 0s 74us/step - loss: 34179.4926 - mean_absolute_error: 154.3105 - val_loss: 65699.7944 - val_mean_absolute_error: 236.1040 Epoch 1765/5000 148/148 [==============================] - 0s 81us/step - loss: 34158.4206 - mean_absolute_error: 154.2488 - val_loss: 65666.0356 - val_mean_absolute_error: 236.0394 Epoch 1766/5000 148/148 [==============================] - 0s 68us/step - loss: 34139.2086 - mean_absolute_error: 154.1846 - val_loss: 65630.2866 - val_mean_absolute_error: 235.9708 Epoch 1767/5000 148/148 [==============================] - 0s 68us/step - loss: 34116.9689 - mean_absolute_error: 154.1216 - val_loss: 65594.3984 - val_mean_absolute_error: 235.9020 Epoch 1768/5000 148/148 [==============================] - 0s 61us/step - loss: 34096.6096 - mean_absolute_error: 154.0639 - val_loss: 65557.9153 - val_mean_absolute_error: 235.8319 Epoch 1769/5000 148/148 [==============================] - 0s 81us/step - loss: 34075.6964 - mean_absolute_error: 154.0041 - val_loss: 65522.4559 - val_mean_absolute_error: 235.7633 Epoch 1770/5000 148/148 [==============================] - 0s 68us/step - loss: 34054.0146 - mean_absolute_error: 153.9449 - val_loss: 65487.7272 - val_mean_absolute_error: 235.6958 Epoch 1771/5000 148/148 [==============================] - 0s 61us/step - loss: 34032.7996 - mean_absolute_error: 153.8928 - val_loss: 65451.9088 - val_mean_absolute_error: 235.6263 Epoch 1772/5000 148/148 [==============================] - 0s 81us/step - loss: 34011.9639 - mean_absolute_error: 153.8417 - val_loss: 65416.9250 - val_mean_absolute_error: 235.5591 Epoch 1773/5000 148/148 [==============================] - 0s 81us/step - loss: 33990.8725 - mean_absolute_error: 153.7887 - val_loss: 65381.1131 - val_mean_absolute_error: 235.4901 Epoch 1774/5000 148/148 [==============================] - 0s 68us/step - loss: 33971.5373 - mean_absolute_error: 153.7209 - val_loss: 65344.9741 - val_mean_absolute_error: 235.4208 Epoch 1775/5000 148/148 [==============================] - 0s 68us/step - loss: 33946.2474 - mean_absolute_error: 153.6848 - val_loss: 65305.3522 - val_mean_absolute_error: 235.3468 Epoch 1776/5000 148/148 [==============================] - 0s 68us/step - loss: 33923.8738 - mean_absolute_error: 153.7380 - val_loss: 65267.3241 - val_mean_absolute_error: 235.2749 Epoch 1777/5000 148/148 [==============================] - 0s 74us/step - loss: 33900.9005 - mean_absolute_error: 153.7237 - val_loss: 65231.1675 - val_mean_absolute_error: 235.2052 Epoch 1778/5000 148/148 [==============================] - 0s 61us/step - loss: 33880.2227 - mean_absolute_error: 153.6962 - val_loss: 65194.4219 - val_mean_absolute_error: 235.1345 Epoch 1779/5000 148/148 [==============================] - 0s 68us/step - loss: 33857.6090 - mean_absolute_error: 153.6597 - val_loss: 65157.4600 - val_mean_absolute_error: 235.0636 Epoch 1780/5000 148/148 [==============================] - 0s 68us/step - loss: 33835.8607 - mean_absolute_error: 153.6214 - val_loss: 65119.9244 - val_mean_absolute_error: 234.9912 Epoch 1781/5000 148/148 [==============================] - 0s 68us/step - loss: 33814.4085 - mean_absolute_error: 153.5741 - val_loss: 65083.8063 - val_mean_absolute_error: 234.9208 Epoch 1782/5000 148/148 [==============================] - 0s 68us/step - loss: 33792.4577 - mean_absolute_error: 153.5237 - val_loss: 65047.7106 - val_mean_absolute_error: 234.8508 Epoch 1783/5000 148/148 [==============================] - 0s 61us/step - loss: 33771.4809 - mean_absolute_error: 153.4863 - val_loss: 65011.1603 - val_mean_absolute_error: 234.7804 Epoch 1784/5000 148/148 [==============================] - 0s 68us/step - loss: 33748.8557 - mean_absolute_error: 153.4431 - val_loss: 64973.9413 - val_mean_absolute_error: 234.7087 Epoch 1785/5000 148/148 [==============================] - 0s 68us/step - loss: 33728.3098 - mean_absolute_error: 153.3866 - val_loss: 64939.5413 - val_mean_absolute_error: 234.6423 Epoch 1786/5000 148/148 [==============================] - 0s 68us/step - loss: 33707.5118 - mean_absolute_error: 153.3068 - val_loss: 64905.0788 - val_mean_absolute_error: 234.5755 Epoch 1787/5000 148/148 [==============================] - 0s 74us/step - loss: 33686.4774 - mean_absolute_error: 153.2491 - val_loss: 64868.4863 - val_mean_absolute_error: 234.5050 Epoch 1788/5000 148/148 [==============================] - 0s 74us/step - loss: 33664.5214 - mean_absolute_error: 153.1983 - val_loss: 64831.1178 - val_mean_absolute_error: 234.4329 Epoch 1789/5000 148/148 [==============================] - 0s 68us/step - loss: 33642.1247 - mean_absolute_error: 153.1442 - val_loss: 64793.8819 - val_mean_absolute_error: 234.3612 Epoch 1790/5000 148/148 [==============================] - 0s 61us/step - loss: 33619.5610 - mean_absolute_error: 153.0934 - val_loss: 64756.2094 - val_mean_absolute_error: 234.2888 Epoch 1791/5000 148/148 [==============================] - 0s 74us/step - loss: 33598.6874 - mean_absolute_error: 153.0688 - val_loss: 64718.1913 - val_mean_absolute_error: 234.2154 Epoch 1792/5000 148/148 [==============================] - 0s 68us/step - loss: 33574.4995 - mean_absolute_error: 153.0183 - val_loss: 64681.9722 - val_mean_absolute_error: 234.1447 Epoch 1793/5000 148/148 [==============================] - 0s 74us/step - loss: 33552.7314 - mean_absolute_error: 152.9687 - val_loss: 64645.5194 - val_mean_absolute_error: 234.0738 Epoch 1794/5000 148/148 [==============================] - 0s 68us/step - loss: 33531.7500 - mean_absolute_error: 152.9196 - val_loss: 64608.5784 - val_mean_absolute_error: 234.0021 Epoch 1795/5000 148/148 [==============================] - 0s 74us/step - loss: 33510.3372 - mean_absolute_error: 152.8720 - val_loss: 64573.2881 - val_mean_absolute_error: 233.9340 Epoch 1796/5000 148/148 [==============================] - 0s 68us/step - loss: 33488.8584 - mean_absolute_error: 152.8245 - val_loss: 64538.6909 - val_mean_absolute_error: 233.8676 Epoch 1797/5000 148/148 [==============================] - 0s 68us/step - loss: 33468.2049 - mean_absolute_error: 152.7817 - val_loss: 64504.1709 - val_mean_absolute_error: 233.8017 Epoch 1798/5000 148/148 [==============================] - 0s 74us/step - loss: 33447.3282 - mean_absolute_error: 152.7355 - val_loss: 64469.8450 - val_mean_absolute_error: 233.7356 Epoch 1799/5000 148/148 [==============================] - 0s 68us/step - loss: 33426.4448 - mean_absolute_error: 152.6925 - val_loss: 64434.2613 - val_mean_absolute_error: 233.6671 Epoch 1800/5000 148/148 [==============================] - 0s 68us/step - loss: 33404.9022 - mean_absolute_error: 152.6414 - val_loss: 64398.2853 - val_mean_absolute_error: 233.5970 Epoch 1801/5000 148/148 [==============================] - 0s 88us/step - loss: 33382.6545 - mean_absolute_error: 152.5907 - val_loss: 64362.4019 - val_mean_absolute_error: 233.5276 Epoch 1802/5000 148/148 [==============================] - 0s 88us/step - loss: 33362.2191 - mean_absolute_error: 152.5437 - val_loss: 64324.3234 - val_mean_absolute_error: 233.4541 Epoch 1803/5000 148/148 [==============================] - 0s 81us/step - loss: 33339.2148 - mean_absolute_error: 152.4941 - val_loss: 64287.6347 - val_mean_absolute_error: 233.3838 Epoch 1804/5000 148/148 [==============================] - 0s 81us/step - loss: 33318.4929 - mean_absolute_error: 152.4675 - val_loss: 64251.2875 - val_mean_absolute_error: 233.3147 Epoch 1805/5000 148/148 [==============================] - 0s 81us/step - loss: 33296.0477 - mean_absolute_error: 152.4221 - val_loss: 64217.0634 - val_mean_absolute_error: 233.2490 Epoch 1806/5000 148/148 [==============================] - 0s 95us/step - loss: 33275.7070 - mean_absolute_error: 152.3817 - val_loss: 64182.3322 - val_mean_absolute_error: 233.1822 Epoch 1807/5000 148/148 [==============================] - 0s 88us/step - loss: 33255.4400 - mean_absolute_error: 152.3414 - val_loss: 64146.0941 - val_mean_absolute_error: 233.1120 Epoch 1808/5000 148/148 [==============================] - 0s 88us/step - loss: 33233.5277 - mean_absolute_error: 152.2892 - val_loss: 64109.6200 - val_mean_absolute_error: 233.0414 Epoch 1809/5000 148/148 [==============================] - 0s 88us/step - loss: 33212.0030 - mean_absolute_error: 152.2365 - val_loss: 64073.9859 - val_mean_absolute_error: 232.9722 Epoch 1810/5000 148/148 [==============================] - 0s 68us/step - loss: 33190.1024 - mean_absolute_error: 152.1862 - val_loss: 64037.9163 - val_mean_absolute_error: 232.9025 Epoch 1811/5000 148/148 [==============================] - 0s 74us/step - loss: 33169.4825 - mean_absolute_error: 152.1264 - val_loss: 64002.3475 - val_mean_absolute_error: 232.8335 Epoch 1812/5000 148/148 [==============================] - 0s 74us/step - loss: 33149.4328 - mean_absolute_error: 152.0680 - val_loss: 63966.8691 - val_mean_absolute_error: 232.7640 Epoch 1813/5000 148/148 [==============================] - 0s 74us/step - loss: 33126.5743 - mean_absolute_error: 152.0035 - val_loss: 63930.5472 - val_mean_absolute_error: 232.6929 Epoch 1814/5000 148/148 [==============================] - 0s 68us/step - loss: 33105.2204 - mean_absolute_error: 151.9429 - val_loss: 63895.2663 - val_mean_absolute_error: 232.6227 Epoch 1815/5000 148/148 [==============================] - 0s 81us/step - loss: 33084.6126 - mean_absolute_error: 151.8724 - val_loss: 63860.3091 - val_mean_absolute_error: 232.5540 Epoch 1816/5000 148/148 [==============================] - 0s 95us/step - loss: 33063.4011 - mean_absolute_error: 151.8069 - val_loss: 63824.4331 - val_mean_absolute_error: 232.4841 Epoch 1817/5000 148/148 [==============================] - 0s 81us/step - loss: 33041.9282 - mean_absolute_error: 151.7510 - val_loss: 63787.2450 - val_mean_absolute_error: 232.4116 Epoch 1818/5000 148/148 [==============================] - 0s 74us/step - loss: 33020.2689 - mean_absolute_error: 151.6984 - val_loss: 63749.2613 - val_mean_absolute_error: 232.3377 Epoch 1819/5000 148/148 [==============================] - 0s 81us/step - loss: 32997.3120 - mean_absolute_error: 151.6373 - val_loss: 63711.7703 - val_mean_absolute_error: 232.2646 Epoch 1820/5000 148/148 [==============================] - 0s 81us/step - loss: 32975.6157 - mean_absolute_error: 151.5706 - val_loss: 63676.3922 - val_mean_absolute_error: 232.1950 Epoch 1821/5000 148/148 [==============================] - 0s 88us/step - loss: 32955.7038 - mean_absolute_error: 151.5085 - val_loss: 63641.7103 - val_mean_absolute_error: 232.1275 Epoch 1822/5000 148/148 [==============================] - 0s 88us/step - loss: 32934.9718 - mean_absolute_error: 151.4555 - val_loss: 63608.9275 - val_mean_absolute_error: 232.0640 Epoch 1823/5000 148/148 [==============================] - 0s 68us/step - loss: 32914.7272 - mean_absolute_error: 151.4010 - val_loss: 63575.3938 - val_mean_absolute_error: 231.9991 Epoch 1824/5000 148/148 [==============================] - 0s 68us/step - loss: 32895.6118 - mean_absolute_error: 151.3442 - val_loss: 63541.9697 - val_mean_absolute_error: 231.9340 Epoch 1825/5000 148/148 [==============================] - 0s 81us/step - loss: 32876.4154 - mean_absolute_error: 151.2815 - val_loss: 63507.7444 - val_mean_absolute_error: 231.8671 Epoch 1826/5000 148/148 [==============================] - 0s 81us/step - loss: 32856.1144 - mean_absolute_error: 151.2202 - val_loss: 63473.6453 - val_mean_absolute_error: 231.7997 Epoch 1827/5000 148/148 [==============================] - 0s 68us/step - loss: 32836.0000 - mean_absolute_error: 151.1573 - val_loss: 63439.6828 - val_mean_absolute_error: 231.7324 Epoch 1828/5000 148/148 [==============================] - 0s 74us/step - loss: 32816.4354 - mean_absolute_error: 151.0919 - val_loss: 63404.0603 - val_mean_absolute_error: 231.6623 Epoch 1829/5000 148/148 [==============================] - 0s 88us/step - loss: 32795.6050 - mean_absolute_error: 151.0489 - val_loss: 63368.1294 - val_mean_absolute_error: 231.5924 Epoch 1830/5000 148/148 [==============================] - 0s 68us/step - loss: 32773.4456 - mean_absolute_error: 151.0042 - val_loss: 63331.8897 - val_mean_absolute_error: 231.5215 Epoch 1831/5000 148/148 [==============================] - 0s 68us/step - loss: 32752.1148 - mean_absolute_error: 150.9478 - val_loss: 63296.1781 - val_mean_absolute_error: 231.4501 Epoch 1832/5000 148/148 [==============================] - 0s 74us/step - loss: 32730.3083 - mean_absolute_error: 150.8836 - val_loss: 63260.0281 - val_mean_absolute_error: 231.3788 Epoch 1833/5000 148/148 [==============================] - 0s 95us/step - loss: 32710.0879 - mean_absolute_error: 150.8251 - val_loss: 63224.5766 - val_mean_absolute_error: 231.3089 Epoch 1834/5000 148/148 [==============================] - 0s 68us/step - loss: 32688.3033 - mean_absolute_error: 150.7687 - val_loss: 63186.6159 - val_mean_absolute_error: 231.2341 Epoch 1835/5000 148/148 [==============================] - 0s 74us/step - loss: 32664.9523 - mean_absolute_error: 150.7128 - val_loss: 63150.0597 - val_mean_absolute_error: 231.1615 Epoch 1836/5000 148/148 [==============================] - 0s 81us/step - loss: 32644.5504 - mean_absolute_error: 150.6568 - val_loss: 63113.7812 - val_mean_absolute_error: 231.0905 Epoch 1837/5000 148/148 [==============================] - 0s 81us/step - loss: 32622.8604 - mean_absolute_error: 150.5976 - val_loss: 63077.6953 - val_mean_absolute_error: 231.0203 Epoch 1838/5000 148/148 [==============================] - 0s 81us/step - loss: 32600.7355 - mean_absolute_error: 150.5499 - val_loss: 63041.4541 - val_mean_absolute_error: 230.9506 Epoch 1839/5000 148/148 [==============================] - 0s 88us/step - loss: 32580.9685 - mean_absolute_error: 150.5878 - val_loss: 63001.1444 - val_mean_absolute_error: 230.8743 Epoch 1840/5000 148/148 [==============================] - 0s 74us/step - loss: 32554.9178 - mean_absolute_error: 150.6071 - val_loss: 62961.7812 - val_mean_absolute_error: 230.7991 Epoch 1841/5000 148/148 [==============================] - 0s 74us/step - loss: 32532.9712 - mean_absolute_error: 150.6001 - val_loss: 62923.5881 - val_mean_absolute_error: 230.7258 Epoch 1842/5000 148/148 [==============================] - 0s 81us/step - loss: 32511.3111 - mean_absolute_error: 150.5834 - val_loss: 62887.4884 - val_mean_absolute_error: 230.6562 Epoch 1843/5000 148/148 [==============================] - 0s 68us/step - loss: 32489.2003 - mean_absolute_error: 150.5552 - val_loss: 62849.8259 - val_mean_absolute_error: 230.5838 Epoch 1844/5000 148/148 [==============================] - 0s 68us/step - loss: 32463.3858 - mean_absolute_error: 150.5247 - val_loss: 62811.9131 - val_mean_absolute_error: 230.5116 Epoch 1845/5000 148/148 [==============================] - 0s 88us/step - loss: 32445.3177 - mean_absolute_error: 150.5450 - val_loss: 62774.5428 - val_mean_absolute_error: 230.4400 Epoch 1846/5000 148/148 [==============================] - 0s 68us/step - loss: 32423.7919 - mean_absolute_error: 150.5316 - val_loss: 62737.5394 - val_mean_absolute_error: 230.3685 Epoch 1847/5000 148/148 [==============================] - 0s 68us/step - loss: 32402.6177 - mean_absolute_error: 150.4999 - val_loss: 62702.0053 - val_mean_absolute_error: 230.2996 Epoch 1848/5000 148/148 [==============================] - 0s 74us/step - loss: 32381.2203 - mean_absolute_error: 150.4520 - val_loss: 62666.9956 - val_mean_absolute_error: 230.2317 Epoch 1849/5000 148/148 [==============================] - 0s 81us/step - loss: 32360.5482 - mean_absolute_error: 150.3925 - val_loss: 62630.5459 - val_mean_absolute_error: 230.1609 Epoch 1850/5000 148/148 [==============================] - 0s 81us/step - loss: 32337.3165 - mean_absolute_error: 150.3176 - val_loss: 62593.7334 - val_mean_absolute_error: 230.0894 Epoch 1851/5000 148/148 [==============================] - 0s 81us/step - loss: 32314.7062 - mean_absolute_error: 150.2415 - val_loss: 62556.8788 - val_mean_absolute_error: 230.0177 Epoch 1852/5000 148/148 [==============================] - 0s 74us/step - loss: 32292.9949 - mean_absolute_error: 150.1676 - val_loss: 62520.8606 - val_mean_absolute_error: 229.9474 Epoch 1853/5000 148/148 [==============================] - 0s 74us/step - loss: 32269.9966 - mean_absolute_error: 150.0796 - val_loss: 62484.0656 - val_mean_absolute_error: 229.8757 Epoch 1854/5000 148/148 [==============================] - 0s 88us/step - loss: 32247.5159 - mean_absolute_error: 150.0118 - val_loss: 62447.4544 - val_mean_absolute_error: 229.8039 Epoch 1855/5000 148/148 [==============================] - 0s 74us/step - loss: 32226.0254 - mean_absolute_error: 149.9536 - val_loss: 62410.6513 - val_mean_absolute_error: 229.7321 Epoch 1856/5000 148/148 [==============================] - 0s 74us/step - loss: 32205.0182 - mean_absolute_error: 149.8901 - val_loss: 62377.4331 - val_mean_absolute_error: 229.6668 Epoch 1857/5000 148/148 [==============================] - 0s 68us/step - loss: 32184.8863 - mean_absolute_error: 149.8237 - val_loss: 62343.2453 - val_mean_absolute_error: 229.5994 Epoch 1858/5000 148/148 [==============================] - 0s 81us/step - loss: 32164.5346 - mean_absolute_error: 149.7474 - val_loss: 62308.7303 - val_mean_absolute_error: 229.5314 Epoch 1859/5000 148/148 [==============================] - 0s 81us/step - loss: 32143.4276 - mean_absolute_error: 149.6748 - val_loss: 62272.5828 - val_mean_absolute_error: 229.4609 Epoch 1860/5000 148/148 [==============================] - 0s 74us/step - loss: 32121.2631 - mean_absolute_error: 149.6038 - val_loss: 62237.1622 - val_mean_absolute_error: 229.3917 Epoch 1861/5000 148/148 [==============================] - 0s 68us/step - loss: 32101.2684 - mean_absolute_error: 149.5504 - val_loss: 62201.9359 - val_mean_absolute_error: 229.3229 Epoch 1862/5000 148/148 [==============================] - 0s 88us/step - loss: 32079.6860 - mean_absolute_error: 149.4935 - val_loss: 62167.8844 - val_mean_absolute_error: 229.2558 Epoch 1863/5000 148/148 [==============================] - 0s 81us/step - loss: 32060.7407 - mean_absolute_error: 149.4346 - val_loss: 62134.5578 - val_mean_absolute_error: 229.1902 Epoch 1864/5000 148/148 [==============================] - 0s 81us/step - loss: 32040.3647 - mean_absolute_error: 149.3823 - val_loss: 62101.1844 - val_mean_absolute_error: 229.1241 Epoch 1865/5000 148/148 [==============================] - 0s 74us/step - loss: 32020.1870 - mean_absolute_error: 149.3262 - val_loss: 62067.1194 - val_mean_absolute_error: 229.0570 Epoch 1866/5000 148/148 [==============================] - 0s 74us/step - loss: 32000.2200 - mean_absolute_error: 149.2721 - val_loss: 62031.3403 - val_mean_absolute_error: 228.9862 Epoch 1867/5000 148/148 [==============================] - 0s 88us/step - loss: 31979.5171 - mean_absolute_error: 149.2264 - val_loss: 61994.8962 - val_mean_absolute_error: 228.9147 Epoch 1868/5000 148/148 [==============================] - 0s 81us/step - loss: 31958.1556 - mean_absolute_error: 149.1719 - val_loss: 61959.5437 - val_mean_absolute_error: 228.8452 Epoch 1869/5000 148/148 [==============================] - 0s 88us/step - loss: 31936.7877 - mean_absolute_error: 149.1189 - val_loss: 61921.9656 - val_mean_absolute_error: 228.7716 Epoch 1870/5000 148/148 [==============================] - 0s 88us/step - loss: 31914.5903 - mean_absolute_error: 149.0611 - val_loss: 61885.8416 - val_mean_absolute_error: 228.7008 Epoch 1871/5000 148/148 [==============================] - 0s 81us/step - loss: 31892.6497 - mean_absolute_error: 149.0009 - val_loss: 61849.5653 - val_mean_absolute_error: 228.6299 Epoch 1872/5000 148/148 [==============================] - 0s 81us/step - loss: 31871.6384 - mean_absolute_error: 148.9442 - val_loss: 61813.2822 - val_mean_absolute_error: 228.5588 Epoch 1873/5000 148/148 [==============================] - 0s 68us/step - loss: 31850.4243 - mean_absolute_error: 148.8795 - val_loss: 61778.6303 - val_mean_absolute_error: 228.4907 Epoch 1874/5000 148/148 [==============================] - 0s 61us/step - loss: 31830.5435 - mean_absolute_error: 148.8167 - val_loss: 61743.1831 - val_mean_absolute_error: 228.4212 Epoch 1875/5000 148/148 [==============================] - 0s 88us/step - loss: 31809.6024 - mean_absolute_error: 148.7570 - val_loss: 61708.0859 - val_mean_absolute_error: 228.3524 Epoch 1876/5000 148/148 [==============================] - 0s 81us/step - loss: 31788.9018 - mean_absolute_error: 148.7017 - val_loss: 61674.5666 - val_mean_absolute_error: 228.2862 Epoch 1877/5000 148/148 [==============================] - 0s 68us/step - loss: 31769.5193 - mean_absolute_error: 148.6555 - val_loss: 61642.5750 - val_mean_absolute_error: 228.2230 Epoch 1878/5000 148/148 [==============================] - 0s 68us/step - loss: 31750.5580 - mean_absolute_error: 148.5955 - val_loss: 61611.9878 - val_mean_absolute_error: 228.1624 Epoch 1879/5000 148/148 [==============================] - 0s 81us/step - loss: 31732.1176 - mean_absolute_error: 148.5295 - val_loss: 61580.6663 - val_mean_absolute_error: 228.1014 Epoch 1880/5000 148/148 [==============================] - 0s 81us/step - loss: 31713.5213 - mean_absolute_error: 148.4732 - val_loss: 61547.3087 - val_mean_absolute_error: 228.0363 Epoch 1881/5000 148/148 [==============================] - 0s 74us/step - loss: 31693.5085 - mean_absolute_error: 148.4204 - val_loss: 61515.3784 - val_mean_absolute_error: 227.9743 Epoch 1882/5000 148/148 [==============================] - 0s 74us/step - loss: 31675.1246 - mean_absolute_error: 148.3860 - val_loss: 61482.8234 - val_mean_absolute_error: 227.9108 Epoch 1883/5000 148/148 [==============================] - 0s 74us/step - loss: 31653.8707 - mean_absolute_error: 148.3353 - val_loss: 61450.2134 - val_mean_absolute_error: 227.8463 Epoch 1884/5000 148/148 [==============================] - 0s 88us/step - loss: 31634.5676 - mean_absolute_error: 148.2841 - val_loss: 61415.8709 - val_mean_absolute_error: 227.7786 Epoch 1885/5000 148/148 [==============================] - 0s 68us/step - loss: 31614.2806 - mean_absolute_error: 148.2368 - val_loss: 61379.3441 - val_mean_absolute_error: 227.7066 Epoch 1886/5000 148/148 [==============================] - 0s 74us/step - loss: 31592.5808 - mean_absolute_error: 148.1850 - val_loss: 61341.8825 - val_mean_absolute_error: 227.6329 Epoch 1887/5000 148/148 [==============================] - 0s 74us/step - loss: 31570.5261 - mean_absolute_error: 148.1358 - val_loss: 61305.1669 - val_mean_absolute_error: 227.5609 Epoch 1888/5000 148/148 [==============================] - 0s 74us/step - loss: 31548.6149 - mean_absolute_error: 148.0953 - val_loss: 61268.3512 - val_mean_absolute_error: 227.4885 Epoch 1889/5000 148/148 [==============================] - 0s 74us/step - loss: 31528.4459 - mean_absolute_error: 148.0632 - val_loss: 61231.0772 - val_mean_absolute_error: 227.4154 Epoch 1890/5000 148/148 [==============================] - 0s 68us/step - loss: 31507.4943 - mean_absolute_error: 148.0069 - val_loss: 61196.3750 - val_mean_absolute_error: 227.3469 Epoch 1891/5000 148/148 [==============================] - 0s 81us/step - loss: 31486.0973 - mean_absolute_error: 147.9295 - val_loss: 61163.4334 - val_mean_absolute_error: 227.2820 Epoch 1892/5000 148/148 [==============================] - 0s 74us/step - loss: 31464.5136 - mean_absolute_error: 147.8515 - val_loss: 61129.7216 - val_mean_absolute_error: 227.2156 Epoch 1893/5000 148/148 [==============================] - 0s 68us/step - loss: 31444.9950 - mean_absolute_error: 147.7863 - val_loss: 61095.6191 - val_mean_absolute_error: 227.1488 Epoch 1894/5000 148/148 [==============================] - 0s 74us/step - loss: 31424.4849 - mean_absolute_error: 147.7227 - val_loss: 61059.6581 - val_mean_absolute_error: 227.0779 Epoch 1895/5000 148/148 [==============================] - 0s 81us/step - loss: 31402.9976 - mean_absolute_error: 147.6614 - val_loss: 61024.5478 - val_mean_absolute_error: 227.0085 Epoch 1896/5000 148/148 [==============================] - 0s 74us/step - loss: 31382.9259 - mean_absolute_error: 147.6067 - val_loss: 60990.0987 - val_mean_absolute_error: 226.9402 Epoch 1897/5000 148/148 [==============================] - 0s 68us/step - loss: 31362.3242 - mean_absolute_error: 147.5468 - val_loss: 60956.5444 - val_mean_absolute_error: 226.8724 Epoch 1898/5000 148/148 [==============================] - 0s 88us/step - loss: 31342.7147 - mean_absolute_error: 147.4872 - val_loss: 60922.2766 - val_mean_absolute_error: 226.8035 Epoch 1899/5000 148/148 [==============================] - 0s 81us/step - loss: 31322.2473 - mean_absolute_error: 147.4358 - val_loss: 60885.6853 - val_mean_absolute_error: 226.7308 Epoch 1900/5000 148/148 [==============================] - 0s 74us/step - loss: 31301.0215 - mean_absolute_error: 147.3783 - val_loss: 60849.4409 - val_mean_absolute_error: 226.6592 Epoch 1901/5000 148/148 [==============================] - 0s 68us/step - loss: 31280.3004 - mean_absolute_error: 147.3202 - val_loss: 60814.2891 - val_mean_absolute_error: 226.5896 Epoch 1902/5000 148/148 [==============================] - 0s 88us/step - loss: 31259.3954 - mean_absolute_error: 147.2550 - val_loss: 60781.4169 - val_mean_absolute_error: 226.5240 Epoch 1903/5000 148/148 [==============================] - 0s 74us/step - loss: 31239.8291 - mean_absolute_error: 147.1943 - val_loss: 60747.0025 - val_mean_absolute_error: 226.4550 Epoch 1904/5000 148/148 [==============================] - 0s 68us/step - loss: 31219.0217 - mean_absolute_error: 147.1564 - val_loss: 60712.3450 - val_mean_absolute_error: 226.3859 Epoch 1905/5000 148/148 [==============================] - 0s 68us/step - loss: 31197.2581 - mean_absolute_error: 147.1225 - val_loss: 60676.0775 - val_mean_absolute_error: 226.3137 Epoch 1906/5000 148/148 [==============================] - 0s 81us/step - loss: 31175.8717 - mean_absolute_error: 147.0859 - val_loss: 60639.5947 - val_mean_absolute_error: 226.2414 Epoch 1907/5000 148/148 [==============================] - 0s 81us/step - loss: 31154.0436 - mean_absolute_error: 147.0466 - val_loss: 60603.0031 - val_mean_absolute_error: 226.1688 Epoch 1908/5000 148/148 [==============================] - 0s 68us/step - loss: 31132.4648 - mean_absolute_error: 147.0042 - val_loss: 60568.0597 - val_mean_absolute_error: 226.0997 Epoch 1909/5000 148/148 [==============================] - 0s 68us/step - loss: 31112.5848 - mean_absolute_error: 146.9454 - val_loss: 60534.8084 - val_mean_absolute_error: 226.0334 Epoch 1910/5000 148/148 [==============================] - 0s 81us/step - loss: 31093.6631 - mean_absolute_error: 146.8820 - val_loss: 60502.6687 - val_mean_absolute_error: 225.9698 Epoch 1911/5000 148/148 [==============================] - 0s 81us/step - loss: 31073.8648 - mean_absolute_error: 146.8178 - val_loss: 60470.8722 - val_mean_absolute_error: 225.9064 Epoch 1912/5000 148/148 [==============================] - 0s 68us/step - loss: 31054.6841 - mean_absolute_error: 146.7658 - val_loss: 60437.8512 - val_mean_absolute_error: 225.8403 Epoch 1913/5000 148/148 [==============================] - 0s 74us/step - loss: 31035.6858 - mean_absolute_error: 146.7182 - val_loss: 60402.9969 - val_mean_absolute_error: 225.7697 Epoch 1914/5000 148/148 [==============================] - 0s 81us/step - loss: 31015.8941 - mean_absolute_error: 146.6458 - val_loss: 60369.2122 - val_mean_absolute_error: 225.7020 Epoch 1915/5000 148/148 [==============================] - 0s 68us/step - loss: 31000.4468 - mean_absolute_error: 146.6521 - val_loss: 60332.0731 - val_mean_absolute_error: 225.6295 Epoch 1916/5000 148/148 [==============================] - 0s 74us/step - loss: 30971.3352 - mean_absolute_error: 146.6318 - val_loss: 60297.0303 - val_mean_absolute_error: 225.5603 Epoch 1917/5000 148/148 [==============================] - 0s 74us/step - loss: 30953.2033 - mean_absolute_error: 146.6270 - val_loss: 60262.6478 - val_mean_absolute_error: 225.4926 Epoch 1918/5000 148/148 [==============================] - 0s 81us/step - loss: 30931.6360 - mean_absolute_error: 146.6216 - val_loss: 60228.5606 - val_mean_absolute_error: 225.4254 Epoch 1919/5000 148/148 [==============================] - 0s 68us/step - loss: 30912.4058 - mean_absolute_error: 146.5926 - val_loss: 60194.8100 - val_mean_absolute_error: 225.3590 Epoch 1920/5000 148/148 [==============================] - 0s 68us/step - loss: 30893.0206 - mean_absolute_error: 146.5617 - val_loss: 60159.0025 - val_mean_absolute_error: 225.2884 Epoch 1921/5000 148/148 [==============================] - 0s 74us/step - loss: 30870.7699 - mean_absolute_error: 146.5120 - val_loss: 60123.7272 - val_mean_absolute_error: 225.2182 Epoch 1922/5000 148/148 [==============================] - 0s 74us/step - loss: 30850.4911 - mean_absolute_error: 146.4612 - val_loss: 60088.6944 - val_mean_absolute_error: 225.1487 Epoch 1923/5000 148/148 [==============================] - 0s 74us/step - loss: 30829.5855 - mean_absolute_error: 146.3977 - val_loss: 60054.4753 - val_mean_absolute_error: 225.0805 Epoch 1924/5000 148/148 [==============================] - 0s 101us/step - loss: 30810.3074 - mean_absolute_error: 146.3760 - val_loss: 60019.6800 - val_mean_absolute_error: 225.0121 Epoch 1925/5000 148/148 [==============================] - 0s 81us/step - loss: 30787.9890 - mean_absolute_error: 146.3366 - val_loss: 59983.6725 - val_mean_absolute_error: 224.9408 Epoch 1926/5000 148/148 [==============================] - 0s 122us/step - loss: 30767.5005 - mean_absolute_error: 146.2958 - val_loss: 59947.6744 - val_mean_absolute_error: 224.8692 Epoch 1927/5000 148/148 [==============================] - 0s 135us/step - loss: 30745.3279 - mean_absolute_error: 146.2451 - val_loss: 59911.5925 - val_mean_absolute_error: 224.7969 Epoch 1928/5000 148/148 [==============================] - 0s 88us/step - loss: 30723.3901 - mean_absolute_error: 146.1961 - val_loss: 59875.1547 - val_mean_absolute_error: 224.7238 Epoch 1929/5000 148/148 [==============================] - 0s 95us/step - loss: 30702.0378 - mean_absolute_error: 146.1481 - val_loss: 59838.4037 - val_mean_absolute_error: 224.6502 Epoch 1930/5000 148/148 [==============================] - 0s 95us/step - loss: 30680.2333 - mean_absolute_error: 146.0920 - val_loss: 59801.8325 - val_mean_absolute_error: 224.5769 Epoch 1931/5000 148/148 [==============================] - 0s 81us/step - loss: 30658.7194 - mean_absolute_error: 146.0373 - val_loss: 59766.7891 - val_mean_absolute_error: 224.5061 Epoch 1932/5000 148/148 [==============================] - 0s 81us/step - loss: 30639.3286 - mean_absolute_error: 145.9730 - val_loss: 59732.6263 - val_mean_absolute_error: 224.4372 Epoch 1933/5000 148/148 [==============================] - 0s 68us/step - loss: 30618.3933 - mean_absolute_error: 145.9039 - val_loss: 59699.5703 - val_mean_absolute_error: 224.3712 Epoch 1934/5000 148/148 [==============================] - 0s 74us/step - loss: 30599.8071 - mean_absolute_error: 145.8587 - val_loss: 59666.2284 - val_mean_absolute_error: 224.3049 Epoch 1935/5000 148/148 [==============================] - 0s 81us/step - loss: 30580.5637 - mean_absolute_error: 145.8133 - val_loss: 59632.8950 - val_mean_absolute_error: 224.2381 Epoch 1936/5000 148/148 [==============================] - 0s 74us/step - loss: 30559.5569 - mean_absolute_error: 145.7639 - val_loss: 59600.0678 - val_mean_absolute_error: 224.1724 Epoch 1937/5000 148/148 [==============================] - 0s 61us/step - loss: 30540.9739 - mean_absolute_error: 145.7223 - val_loss: 59565.5400 - val_mean_absolute_error: 224.1036 Epoch 1938/5000 148/148 [==============================] - 0s 81us/step - loss: 30520.9106 - mean_absolute_error: 145.6821 - val_loss: 59531.6294 - val_mean_absolute_error: 224.0358 Epoch 1939/5000 148/148 [==============================] - 0s 74us/step - loss: 30500.3596 - mean_absolute_error: 145.6169 - val_loss: 59498.7678 - val_mean_absolute_error: 223.9696 Epoch 1940/5000 148/148 [==============================] - 0s 74us/step - loss: 30480.4715 - mean_absolute_error: 145.5527 - val_loss: 59463.3056 - val_mean_absolute_error: 223.8985 Epoch 1941/5000 148/148 [==============================] - 0s 81us/step - loss: 30459.5855 - mean_absolute_error: 145.4868 - val_loss: 59430.6706 - val_mean_absolute_error: 223.8331 Epoch 1942/5000 148/148 [==============================] - 0s 74us/step - loss: 30440.3478 - mean_absolute_error: 145.4283 - val_loss: 59397.9984 - val_mean_absolute_error: 223.7675 Epoch 1943/5000 148/148 [==============================] - 0s 81us/step - loss: 30421.2448 - mean_absolute_error: 145.3738 - val_loss: 59365.4106 - val_mean_absolute_error: 223.7018 Epoch 1944/5000 148/148 [==============================] - 0s 81us/step - loss: 30401.0987 - mean_absolute_error: 145.3159 - val_loss: 59332.1622 - val_mean_absolute_error: 223.6348 Epoch 1945/5000 148/148 [==============================] - 0s 74us/step - loss: 30380.9255 - mean_absolute_error: 145.2530 - val_loss: 59299.9791 - val_mean_absolute_error: 223.5700 Epoch 1946/5000 148/148 [==============================] - 0s 68us/step - loss: 30362.4857 - mean_absolute_error: 145.1823 - val_loss: 59268.3525 - val_mean_absolute_error: 223.5061 Epoch 1947/5000 148/148 [==============================] - 0s 81us/step - loss: 30343.8189 - mean_absolute_error: 145.1176 - val_loss: 59235.6347 - val_mean_absolute_error: 223.4400 Epoch 1948/5000 148/148 [==============================] - 0s 81us/step - loss: 30323.6760 - mean_absolute_error: 145.0551 - val_loss: 59202.8859 - val_mean_absolute_error: 223.3738 Epoch 1949/5000 148/148 [==============================] - 0s 68us/step - loss: 30304.1363 - mean_absolute_error: 144.9940 - val_loss: 59168.5553 - val_mean_absolute_error: 223.3046 Epoch 1950/5000 148/148 [==============================] - 0s 74us/step - loss: 30283.9553 - mean_absolute_error: 144.9408 - val_loss: 59132.6041 - val_mean_absolute_error: 223.2320 Epoch 1951/5000 148/148 [==============================] - 0s 88us/step - loss: 30263.0964 - mean_absolute_error: 144.8912 - val_loss: 59097.6566 - val_mean_absolute_error: 223.1613 Epoch 1952/5000 148/148 [==============================] - 0s 95us/step - loss: 30242.4333 - mean_absolute_error: 144.8289 - val_loss: 59065.8100 - val_mean_absolute_error: 223.0974 Epoch 1953/5000 148/148 [==============================] - 0s 81us/step - loss: 30223.2097 - mean_absolute_error: 144.7654 - val_loss: 59032.6991 - val_mean_absolute_error: 223.0308 Epoch 1954/5000 148/148 [==============================] - 0s 74us/step - loss: 30203.6815 - mean_absolute_error: 144.7043 - val_loss: 59000.6822 - val_mean_absolute_error: 222.9664 Epoch 1955/5000 148/148 [==============================] - 0s 81us/step - loss: 30184.7427 - mean_absolute_error: 144.6497 - val_loss: 58966.7509 - val_mean_absolute_error: 222.8986 Epoch 1956/5000 148/148 [==============================] - 0s 81us/step - loss: 30162.7522 - mean_absolute_error: 144.6503 - val_loss: 58929.9403 - val_mean_absolute_error: 222.8257 Epoch 1957/5000 148/148 [==============================] - 0s 95us/step - loss: 30144.5867 - mean_absolute_error: 144.6609 - val_loss: 58894.2063 - val_mean_absolute_error: 222.7541 Epoch 1958/5000 148/148 [==============================] - 0s 88us/step - loss: 30125.3006 - mean_absolute_error: 144.6589 - val_loss: 58859.7941 - val_mean_absolute_error: 222.6847 Epoch 1959/5000 148/148 [==============================] - 0s 88us/step - loss: 30105.2818 - mean_absolute_error: 144.6302 - val_loss: 58826.0541 - val_mean_absolute_error: 222.6164 Epoch 1960/5000 148/148 [==============================] - 0s 108us/step - loss: 30086.3160 - mean_absolute_error: 144.5905 - val_loss: 58791.9212 - val_mean_absolute_error: 222.5473 Epoch 1961/5000 148/148 [==============================] - 0s 95us/step - loss: 30066.1564 - mean_absolute_error: 144.5450 - val_loss: 58756.2081 - val_mean_absolute_error: 222.4748 Epoch 1962/5000 148/148 [==============================] - 0s 74us/step - loss: 30044.9859 - mean_absolute_error: 144.4933 - val_loss: 58720.6931 - val_mean_absolute_error: 222.4026 Epoch 1963/5000 148/148 [==============================] - 0s 74us/step - loss: 30024.4324 - mean_absolute_error: 144.4310 - val_loss: 58687.0134 - val_mean_absolute_error: 222.3344 Epoch 1964/5000 148/148 [==============================] - 0s 74us/step - loss: 30004.2766 - mean_absolute_error: 144.3623 - val_loss: 58653.7072 - val_mean_absolute_error: 222.2666 Epoch 1965/5000 148/148 [==============================] - 0s 68us/step - loss: 29984.1608 - mean_absolute_error: 144.2907 - val_loss: 58620.2456 - val_mean_absolute_error: 222.1979 Epoch 1966/5000 148/148 [==============================] - 0s 81us/step - loss: 29963.9911 - mean_absolute_error: 144.2211 - val_loss: 58586.3009 - val_mean_absolute_error: 222.1288 Epoch 1967/5000 148/148 [==============================] - 0s 68us/step - loss: 29943.3269 - mean_absolute_error: 144.1973 - val_loss: 58549.5000 - val_mean_absolute_error: 222.0547 Epoch 1968/5000 148/148 [==============================] - 0s 74us/step - loss: 29924.5262 - mean_absolute_error: 144.2118 - val_loss: 58516.3791 - val_mean_absolute_error: 221.9875 Epoch 1969/5000 148/148 [==============================] - 0s 68us/step - loss: 29905.5207 - mean_absolute_error: 144.1734 - val_loss: 58482.6914 - val_mean_absolute_error: 221.9192 Epoch 1970/5000 148/148 [==============================] - 0s 74us/step - loss: 29885.8143 - mean_absolute_error: 144.1283 - val_loss: 58447.0278 - val_mean_absolute_error: 221.8466 Epoch 1971/5000 148/148 [==============================] - 0s 68us/step - loss: 29864.2419 - mean_absolute_error: 144.0729 - val_loss: 58411.3369 - val_mean_absolute_error: 221.7738 Epoch 1972/5000 148/148 [==============================] - 0s 68us/step - loss: 29843.0980 - mean_absolute_error: 144.0144 - val_loss: 58375.7220 - val_mean_absolute_error: 221.7011 Epoch 1973/5000 148/148 [==============================] - 0s 68us/step - loss: 29823.0248 - mean_absolute_error: 143.9545 - val_loss: 58341.0203 - val_mean_absolute_error: 221.6303 Epoch 1974/5000 148/148 [==============================] - 0s 68us/step - loss: 29802.5948 - mean_absolute_error: 143.8969 - val_loss: 58308.4941 - val_mean_absolute_error: 221.5640 Epoch 1975/5000 148/148 [==============================] - 0s 68us/step - loss: 29782.7046 - mean_absolute_error: 143.8400 - val_loss: 58277.7473 - val_mean_absolute_error: 221.5013 Epoch 1976/5000 148/148 [==============================] - 0s 68us/step - loss: 29765.0032 - mean_absolute_error: 143.7851 - val_loss: 58246.0370 - val_mean_absolute_error: 221.4364 Epoch 1977/5000 148/148 [==============================] - 0s 68us/step - loss: 29745.0214 - mean_absolute_error: 143.7231 - val_loss: 58213.6389 - val_mean_absolute_error: 221.3698 Epoch 1978/5000 148/148 [==============================] - 0s 74us/step - loss: 29728.1588 - mean_absolute_error: 143.6580 - val_loss: 58178.9900 - val_mean_absolute_error: 221.2988 Epoch 1979/5000 148/148 [==============================] - 0s 81us/step - loss: 29706.8020 - mean_absolute_error: 143.6247 - val_loss: 58142.1377 - val_mean_absolute_error: 221.2251 Epoch 1980/5000 148/148 [==============================] - 0s 74us/step - loss: 29688.6477 - mean_absolute_error: 143.6380 - val_loss: 58106.1508 - val_mean_absolute_error: 221.1523 Epoch 1981/5000 148/148 [==============================] - 0s 74us/step - loss: 29667.6181 - mean_absolute_error: 143.6175 - val_loss: 58069.1881 - val_mean_absolute_error: 221.0773 Epoch 1982/5000 148/148 [==============================] - 0s 88us/step - loss: 29648.2236 - mean_absolute_error: 143.5956 - val_loss: 58033.4764 - val_mean_absolute_error: 221.0058 Epoch 1983/5000 148/148 [==============================] - 0s 68us/step - loss: 29629.9596 - mean_absolute_error: 143.5915 - val_loss: 57998.6048 - val_mean_absolute_error: 220.9354 Epoch 1984/5000 148/148 [==============================] - 0s 81us/step - loss: 29610.7452 - mean_absolute_error: 143.5642 - val_loss: 57962.5456 - val_mean_absolute_error: 220.8621 Epoch 1985/5000 148/148 [==============================] - 0s 74us/step - loss: 29589.1952 - mean_absolute_error: 143.5120 - val_loss: 57929.4184 - val_mean_absolute_error: 220.7943 Epoch 1986/5000 148/148 [==============================] - 0s 74us/step - loss: 29568.6508 - mean_absolute_error: 143.4765 - val_loss: 57895.7298 - val_mean_absolute_error: 220.7261 Epoch 1987/5000 148/148 [==============================] - 0s 74us/step - loss: 29552.8418 - mean_absolute_error: 143.4778 - val_loss: 57860.4053 - val_mean_absolute_error: 220.6543 Epoch 1988/5000 148/148 [==============================] - 0s 68us/step - loss: 29531.7123 - mean_absolute_error: 143.4359 - val_loss: 57825.0522 - val_mean_absolute_error: 220.5819 Epoch 1989/5000 148/148 [==============================] - 0s 74us/step - loss: 29511.4187 - mean_absolute_error: 143.3868 - val_loss: 57789.3956 - val_mean_absolute_error: 220.5087 Epoch 1990/5000 148/148 [==============================] - 0s 68us/step - loss: 29490.0745 - mean_absolute_error: 143.3271 - val_loss: 57755.8186 - val_mean_absolute_error: 220.4391 Epoch 1991/5000 148/148 [==============================] - 0s 68us/step - loss: 29470.3779 - mean_absolute_error: 143.2595 - val_loss: 57723.6264 - val_mean_absolute_error: 220.3725 Epoch 1992/5000 148/148 [==============================] - 0s 74us/step - loss: 29451.8063 - mean_absolute_error: 143.2126 - val_loss: 57693.8872 - val_mean_absolute_error: 220.3119 Epoch 1993/5000 148/148 [==============================] - 0s 61us/step - loss: 29432.7027 - mean_absolute_error: 143.1651 - val_loss: 57662.4812 - val_mean_absolute_error: 220.2472 Epoch 1994/5000 148/148 [==============================] - 0s 81us/step - loss: 29416.8652 - mean_absolute_error: 143.1437 - val_loss: 57630.4587 - val_mean_absolute_error: 220.1819 Epoch 1995/5000 148/148 [==============================] - 0s 74us/step - loss: 29398.3030 - mean_absolute_error: 143.1233 - val_loss: 57596.2489 - val_mean_absolute_error: 220.1117 Epoch 1996/5000 148/148 [==============================] - 0s 68us/step - loss: 29378.7375 - mean_absolute_error: 143.0834 - val_loss: 57561.2369 - val_mean_absolute_error: 220.0398 Epoch 1997/5000 148/148 [==============================] - 0s 68us/step - loss: 29357.5138 - mean_absolute_error: 143.0274 - val_loss: 57527.3697 - val_mean_absolute_error: 219.9704 Epoch 1998/5000 148/148 [==============================] - 0s 81us/step - loss: 29336.9325 - mean_absolute_error: 142.9736 - val_loss: 57492.9339 - val_mean_absolute_error: 219.8997 Epoch 1999/5000 148/148 [==============================] - 0s 74us/step - loss: 29316.8024 - mean_absolute_error: 142.9167 - val_loss: 57457.3337 - val_mean_absolute_error: 219.8262 Epoch 2000/5000 148/148 [==============================] - 0s 68us/step - loss: 29295.3153 - mean_absolute_error: 142.8462 - val_loss: 57423.3681 - val_mean_absolute_error: 219.7552 Epoch 2001/5000 148/148 [==============================] - 0s 74us/step - loss: 29273.5285 - mean_absolute_error: 142.7579 - val_loss: 57389.2397 - val_mean_absolute_error: 219.6835 Epoch 2002/5000 148/148 [==============================] - 0s 74us/step - loss: 29252.5727 - mean_absolute_error: 142.6713 - val_loss: 57356.3727 - val_mean_absolute_error: 219.6148 Epoch 2003/5000 148/148 [==============================] - 0s 81us/step - loss: 29231.7035 - mean_absolute_error: 142.5892 - val_loss: 57324.2630 - val_mean_absolute_error: 219.5481 Epoch 2004/5000 148/148 [==============================] - 0s 81us/step - loss: 29210.4995 - mean_absolute_error: 142.5021 - val_loss: 57290.5986 - val_mean_absolute_error: 219.4786 Epoch 2005/5000 148/148 [==============================] - 0s 81us/step - loss: 29189.7488 - mean_absolute_error: 142.4323 - val_loss: 57257.2387 - val_mean_absolute_error: 219.4096 Epoch 2006/5000 148/148 [==============================] - 0s 74us/step - loss: 29170.1678 - mean_absolute_error: 142.3659 - val_loss: 57223.3516 - val_mean_absolute_error: 219.3395 Epoch 2007/5000 148/148 [==============================] - 0s 74us/step - loss: 29149.5668 - mean_absolute_error: 142.2983 - val_loss: 57190.5530 - val_mean_absolute_error: 219.2715 Epoch 2008/5000 148/148 [==============================] - 0s 68us/step - loss: 29129.7989 - mean_absolute_error: 142.2315 - val_loss: 57157.3656 - val_mean_absolute_error: 219.2022 Epoch 2009/5000 148/148 [==============================] - 0s 74us/step - loss: 29109.1469 - mean_absolute_error: 142.1546 - val_loss: 57124.7694 - val_mean_absolute_error: 219.1343 Epoch 2010/5000 148/148 [==============================] - 0s 68us/step - loss: 29088.1009 - mean_absolute_error: 142.0653 - val_loss: 57089.6147 - val_mean_absolute_error: 219.0614 Epoch 2011/5000 148/148 [==============================] - 0s 74us/step - loss: 29066.8499 - mean_absolute_error: 141.9877 - val_loss: 57052.8211 - val_mean_absolute_error: 218.9852 Epoch 2012/5000 148/148 [==============================] - 0s 68us/step - loss: 29045.2408 - mean_absolute_error: 141.9058 - val_loss: 57016.9897 - val_mean_absolute_error: 218.9111 Epoch 2013/5000 148/148 [==============================] - 0s 74us/step - loss: 29027.6341 - mean_absolute_error: 141.8866 - val_loss: 56978.8380 - val_mean_absolute_error: 218.8332 Epoch 2014/5000 148/148 [==============================] - 0s 68us/step - loss: 29006.3914 - mean_absolute_error: 141.8599 - val_loss: 56944.3661 - val_mean_absolute_error: 218.7624 Epoch 2015/5000 148/148 [==============================] - 0s 81us/step - loss: 28985.9468 - mean_absolute_error: 141.8128 - val_loss: 56910.4298 - val_mean_absolute_error: 218.6923 Epoch 2016/5000 148/148 [==============================] - 0s 74us/step - loss: 28966.4777 - mean_absolute_error: 141.7689 - val_loss: 56877.7047 - val_mean_absolute_error: 218.6249 Epoch 2017/5000 148/148 [==============================] - 0s 68us/step - loss: 28947.3252 - mean_absolute_error: 141.7182 - val_loss: 56846.7534 - val_mean_absolute_error: 218.5612 Epoch 2018/5000 148/148 [==============================] - 0s 68us/step - loss: 28930.2576 - mean_absolute_error: 141.6924 - val_loss: 56815.4191 - val_mean_absolute_error: 218.4972 Epoch 2019/5000 148/148 [==============================] - 0s 68us/step - loss: 28911.6117 - mean_absolute_error: 141.6745 - val_loss: 56782.8863 - val_mean_absolute_error: 218.4303 Epoch 2020/5000 148/148 [==============================] - 0s 68us/step - loss: 28893.3203 - mean_absolute_error: 141.6418 - val_loss: 56751.4858 - val_mean_absolute_error: 218.3659 Epoch 2021/5000 148/148 [==============================] - 0s 74us/step - loss: 28875.9873 - mean_absolute_error: 141.6048 - val_loss: 56719.1303 - val_mean_absolute_error: 218.2991 Epoch 2022/5000 148/148 [==============================] - 0s 74us/step - loss: 28856.9634 - mean_absolute_error: 141.5583 - val_loss: 56687.6038 - val_mean_absolute_error: 218.2340 Epoch 2023/5000 148/148 [==============================] - 0s 74us/step - loss: 28838.4022 - mean_absolute_error: 141.5003 - val_loss: 56655.8173 - val_mean_absolute_error: 218.1681 Epoch 2024/5000 148/148 [==============================] - 0s 68us/step - loss: 28818.1264 - mean_absolute_error: 141.4345 - val_loss: 56622.9814 - val_mean_absolute_error: 218.1000 Epoch 2025/5000 148/148 [==============================] - 0s 74us/step - loss: 28798.5391 - mean_absolute_error: 141.3768 - val_loss: 56591.0142 - val_mean_absolute_error: 218.0335 Epoch 2026/5000 148/148 [==============================] - 0s 68us/step - loss: 28779.9377 - mean_absolute_error: 141.3159 - val_loss: 56560.4666 - val_mean_absolute_error: 217.9697 Epoch 2027/5000 148/148 [==============================] - 0s 81us/step - loss: 28761.0631 - mean_absolute_error: 141.2526 - val_loss: 56527.9648 - val_mean_absolute_error: 217.9019 Epoch 2028/5000 148/148 [==============================] - 0s 68us/step - loss: 28741.1448 - mean_absolute_error: 141.1940 - val_loss: 56494.5903 - val_mean_absolute_error: 217.8322 Epoch 2029/5000 148/148 [==============================] - 0s 88us/step - loss: 28722.3710 - mean_absolute_error: 141.1301 - val_loss: 56460.1633 - val_mean_absolute_error: 217.7602 Epoch 2030/5000 148/148 [==============================] - 0s 74us/step - loss: 28700.4139 - mean_absolute_error: 141.0508 - val_loss: 56426.7608 - val_mean_absolute_error: 217.6904 Epoch 2031/5000 148/148 [==============================] - 0s 95us/step - loss: 28682.4229 - mean_absolute_error: 140.9803 - val_loss: 56395.4016 - val_mean_absolute_error: 217.6248 Epoch 2032/5000 148/148 [==============================] - 0s 68us/step - loss: 28661.9941 - mean_absolute_error: 140.8912 - val_loss: 56363.2778 - val_mean_absolute_error: 217.5577 Epoch 2033/5000 148/148 [==============================] - 0s 68us/step - loss: 28641.2657 - mean_absolute_error: 140.8239 - val_loss: 56329.5505 - val_mean_absolute_error: 217.4874 Epoch 2034/5000 148/148 [==============================] - 0s 74us/step - loss: 28622.2139 - mean_absolute_error: 140.7600 - val_loss: 56294.4514 - val_mean_absolute_error: 217.4140 Epoch 2035/5000 148/148 [==============================] - 0s 68us/step - loss: 28600.2583 - mean_absolute_error: 140.6978 - val_loss: 56259.2327 - val_mean_absolute_error: 217.3403 Epoch 2036/5000 148/148 [==============================] - 0s 68us/step - loss: 28580.0056 - mean_absolute_error: 140.6443 - val_loss: 56224.6175 - val_mean_absolute_error: 217.2679 Epoch 2037/5000 148/148 [==============================] - 0s 74us/step - loss: 28560.0322 - mean_absolute_error: 140.5895 - val_loss: 56189.7450 - val_mean_absolute_error: 217.1948 Epoch 2038/5000 148/148 [==============================] - 0s 68us/step - loss: 28541.4615 - mean_absolute_error: 140.5328 - val_loss: 56155.9264 - val_mean_absolute_error: 217.1240 Epoch 2039/5000 148/148 [==============================] - 0s 68us/step - loss: 28521.3597 - mean_absolute_error: 140.4849 - val_loss: 56123.7339 - val_mean_absolute_error: 217.0567 Epoch 2040/5000 148/148 [==============================] - 0s 74us/step - loss: 28501.5819 - mean_absolute_error: 140.4349 - val_loss: 56092.1791 - val_mean_absolute_error: 216.9900 Epoch 2041/5000 148/148 [==============================] - 0s 81us/step - loss: 28483.2508 - mean_absolute_error: 140.3676 - val_loss: 56060.0377 - val_mean_absolute_error: 216.9209 Epoch 2042/5000 148/148 [==============================] - 0s 68us/step - loss: 28463.8093 - mean_absolute_error: 140.2947 - val_loss: 56026.0600 - val_mean_absolute_error: 216.8487 Epoch 2043/5000 148/148 [==============================] - 0s 68us/step - loss: 28443.5552 - mean_absolute_error: 140.2342 - val_loss: 55992.1120 - val_mean_absolute_error: 216.7769 Epoch 2044/5000 148/148 [==============================] - 0s 74us/step - loss: 28422.8691 - mean_absolute_error: 140.1647 - val_loss: 55959.6855 - val_mean_absolute_error: 216.7087 Epoch 2045/5000 148/148 [==============================] - 0s 61us/step - loss: 28405.2769 - mean_absolute_error: 140.1011 - val_loss: 55928.5219 - val_mean_absolute_error: 216.6432 Epoch 2046/5000 148/148 [==============================] - 0s 68us/step - loss: 28386.7882 - mean_absolute_error: 140.0361 - val_loss: 55897.0572 - val_mean_absolute_error: 216.5770 Epoch 2047/5000 148/148 [==============================] - 0s 74us/step - loss: 28368.0918 - mean_absolute_error: 140.0011 - val_loss: 55866.5420 - val_mean_absolute_error: 216.5139 Epoch 2048/5000 148/148 [==============================] - 0s 68us/step - loss: 28351.5432 - mean_absolute_error: 139.9854 - val_loss: 55835.4009 - val_mean_absolute_error: 216.4492 Epoch 2049/5000 148/148 [==============================] - 0s 68us/step - loss: 28331.5766 - mean_absolute_error: 139.9297 - val_loss: 55804.8309 - val_mean_absolute_error: 216.3853 Epoch 2050/5000 148/148 [==============================] - 0s 68us/step - loss: 28312.6882 - mean_absolute_error: 139.8643 - val_loss: 55773.2611 - val_mean_absolute_error: 216.3190 Epoch 2051/5000 148/148 [==============================] - 0s 68us/step - loss: 28292.7599 - mean_absolute_error: 139.7898 - val_loss: 55742.5700 - val_mean_absolute_error: 216.2545 Epoch 2052/5000 148/148 [==============================] - 0s 68us/step - loss: 28277.3247 - mean_absolute_error: 139.7222 - val_loss: 55711.5944 - val_mean_absolute_error: 216.1895 Epoch 2053/5000 148/148 [==============================] - 0s 68us/step - loss: 28256.9643 - mean_absolute_error: 139.6484 - val_loss: 55681.3917 - val_mean_absolute_error: 216.1261 Epoch 2054/5000 148/148 [==============================] - 0s 68us/step - loss: 28238.6055 - mean_absolute_error: 139.5933 - val_loss: 55649.6178 - val_mean_absolute_error: 216.0592 Epoch 2055/5000 148/148 [==============================] - 0s 74us/step - loss: 28219.0835 - mean_absolute_error: 139.5377 - val_loss: 55616.0308 - val_mean_absolute_error: 215.9884 Epoch 2056/5000 148/148 [==============================] - 0s 61us/step - loss: 28199.8494 - mean_absolute_error: 139.4798 - val_loss: 55581.6277 - val_mean_absolute_error: 215.9157 Epoch 2057/5000 148/148 [==============================] - 0s 74us/step - loss: 28178.7322 - mean_absolute_error: 139.4204 - val_loss: 55545.5428 - val_mean_absolute_error: 215.8396 Epoch 2058/5000 148/148 [==============================] - 0s 68us/step - loss: 28158.3183 - mean_absolute_error: 139.3656 - val_loss: 55508.6687 - val_mean_absolute_error: 215.7618 Epoch 2059/5000 148/148 [==============================] - 0s 74us/step - loss: 28137.7596 - mean_absolute_error: 139.3102 - val_loss: 55473.0981 - val_mean_absolute_error: 215.6868 Epoch 2060/5000 148/148 [==============================] - 0s 68us/step - loss: 28116.7826 - mean_absolute_error: 139.2553 - val_loss: 55438.6741 - val_mean_absolute_error: 215.6141 Epoch 2061/5000 148/148 [==============================] - 0s 68us/step - loss: 28097.1659 - mean_absolute_error: 139.2010 - val_loss: 55406.2677 - val_mean_absolute_error: 215.5453 Epoch 2062/5000 148/148 [==============================] - 0s 74us/step - loss: 28078.5925 - mean_absolute_error: 139.1488 - val_loss: 55372.8372 - val_mean_absolute_error: 215.4747 Epoch 2063/5000 148/148 [==============================] - 0s 74us/step - loss: 28059.2473 - mean_absolute_error: 139.1126 - val_loss: 55342.1927 - val_mean_absolute_error: 215.4096 Epoch 2064/5000 148/148 [==============================] - 0s 68us/step - loss: 28041.9122 - mean_absolute_error: 139.0940 - val_loss: 55311.5436 - val_mean_absolute_error: 215.3447 Epoch 2065/5000 148/148 [==============================] - 0s 74us/step - loss: 28024.3764 - mean_absolute_error: 139.0470 - val_loss: 55280.6277 - val_mean_absolute_error: 215.2788 Epoch 2066/5000 148/148 [==============================] - 0s 68us/step - loss: 28005.5774 - mean_absolute_error: 138.9898 - val_loss: 55249.0311 - val_mean_absolute_error: 215.2116 Epoch 2067/5000 148/148 [==============================] - 0s 74us/step - loss: 27986.2095 - mean_absolute_error: 138.9296 - val_loss: 55216.0986 - val_mean_absolute_error: 215.1416 Epoch 2068/5000 148/148 [==============================] - 0s 68us/step - loss: 27967.9175 - mean_absolute_error: 138.8781 - val_loss: 55183.8258 - val_mean_absolute_error: 215.0731 Epoch 2069/5000 148/148 [==============================] - 0s 74us/step - loss: 27949.4036 - mean_absolute_error: 138.8243 - val_loss: 55151.3945 - val_mean_absolute_error: 215.0046 Epoch 2070/5000 148/148 [==============================] - 0s 61us/step - loss: 27929.8522 - mean_absolute_error: 138.7737 - val_loss: 55119.3475 - val_mean_absolute_error: 214.9368 Epoch 2071/5000 148/148 [==============================] - 0s 68us/step - loss: 27911.5232 - mean_absolute_error: 138.7230 - val_loss: 55087.2247 - val_mean_absolute_error: 214.8688 Epoch 2072/5000 148/148 [==============================] - 0s 68us/step - loss: 27893.4552 - mean_absolute_error: 138.6646 - val_loss: 55057.1231 - val_mean_absolute_error: 214.8052 Epoch 2073/5000 148/148 [==============================] - 0s 61us/step - loss: 27876.1652 - mean_absolute_error: 138.6000 - val_loss: 55027.1897 - val_mean_absolute_error: 214.7417 Epoch 2074/5000 148/148 [==============================] - 0s 74us/step - loss: 27856.7413 - mean_absolute_error: 138.5306 - val_loss: 54994.9858 - val_mean_absolute_error: 214.6739 Epoch 2075/5000 148/148 [==============================] - 0s 81us/step - loss: 27838.3537 - mean_absolute_error: 138.4781 - val_loss: 54962.1995 - val_mean_absolute_error: 214.6045 Epoch 2076/5000 148/148 [==============================] - 0s 68us/step - loss: 27820.0065 - mean_absolute_error: 138.4195 - val_loss: 54930.1045 - val_mean_absolute_error: 214.5352 Epoch 2077/5000 148/148 [==============================] - 0s 68us/step - loss: 27801.8865 - mean_absolute_error: 138.3577 - val_loss: 54900.1880 - val_mean_absolute_error: 214.4707 Epoch 2078/5000 148/148 [==============================] - 0s 74us/step - loss: 27783.6848 - mean_absolute_error: 138.2945 - val_loss: 54869.9166 - val_mean_absolute_error: 214.4058 Epoch 2079/5000 148/148 [==============================] - 0s 74us/step - loss: 27766.5542 - mean_absolute_error: 138.2330 - val_loss: 54839.1166 - val_mean_absolute_error: 214.3399 Epoch 2080/5000 148/148 [==============================] - 0s 68us/step - loss: 27749.3130 - mean_absolute_error: 138.1747 - val_loss: 54808.5727 - val_mean_absolute_error: 214.2743 Epoch 2081/5000 148/148 [==============================] - 0s 74us/step - loss: 27730.9008 - mean_absolute_error: 138.1187 - val_loss: 54777.0850 - val_mean_absolute_error: 214.2072 Epoch 2082/5000 148/148 [==============================] - 0s 68us/step - loss: 27712.7900 - mean_absolute_error: 138.0531 - val_loss: 54744.5822 - val_mean_absolute_error: 214.1381 Epoch 2083/5000 148/148 [==============================] - 0s 74us/step - loss: 27693.0902 - mean_absolute_error: 138.0209 - val_loss: 54712.6687 - val_mean_absolute_error: 214.0710 Epoch 2084/5000 148/148 [==============================] - 0s 68us/step - loss: 27674.3301 - mean_absolute_error: 138.0139 - val_loss: 54680.3303 - val_mean_absolute_error: 214.0026 Epoch 2085/5000 148/148 [==============================] - 0s 74us/step - loss: 27654.4249 - mean_absolute_error: 137.9693 - val_loss: 54647.3325 - val_mean_absolute_error: 213.9324 Epoch 2086/5000 148/148 [==============================] - 0s 68us/step - loss: 27634.5507 - mean_absolute_error: 137.9157 - val_loss: 54612.9942 - val_mean_absolute_error: 213.8593 Epoch 2087/5000 148/148 [==============================] - 0s 68us/step - loss: 27614.9272 - mean_absolute_error: 137.8646 - val_loss: 54578.4583 - val_mean_absolute_error: 213.7855 Epoch 2088/5000 148/148 [==============================] - 0s 74us/step - loss: 27594.5919 - mean_absolute_error: 137.8136 - val_loss: 54544.0823 - val_mean_absolute_error: 213.7118 Epoch 2089/5000 148/148 [==============================] - 0s 68us/step - loss: 27575.3511 - mean_absolute_error: 137.7475 - val_loss: 54510.2841 - val_mean_absolute_error: 213.6390 Epoch 2090/5000 148/148 [==============================] - 0s 74us/step - loss: 27556.1043 - mean_absolute_error: 137.6861 - val_loss: 54477.3186 - val_mean_absolute_error: 213.5670 Epoch 2091/5000 148/148 [==============================] - 0s 74us/step - loss: 27536.8764 - mean_absolute_error: 137.6288 - val_loss: 54445.6027 - val_mean_absolute_error: 213.4982 Epoch 2092/5000 148/148 [==============================] - 0s 74us/step - loss: 27518.4004 - mean_absolute_error: 137.5768 - val_loss: 54413.9003 - val_mean_absolute_error: 213.4297 Epoch 2093/5000 148/148 [==============================] - 0s 68us/step - loss: 27500.1147 - mean_absolute_error: 137.5212 - val_loss: 54383.5212 - val_mean_absolute_error: 213.3639 Epoch 2094/5000 148/148 [==============================] - 0s 68us/step - loss: 27482.2167 - mean_absolute_error: 137.4525 - val_loss: 54354.1939 - val_mean_absolute_error: 213.3006 Epoch 2095/5000 148/148 [==============================] - 0s 74us/step - loss: 27464.0317 - mean_absolute_error: 137.3783 - val_loss: 54323.6606 - val_mean_absolute_error: 213.2350 Epoch 2096/5000 148/148 [==============================] - 0s 68us/step - loss: 27447.4959 - mean_absolute_error: 137.3117 - val_loss: 54292.0938 - val_mean_absolute_error: 213.1674 Epoch 2097/5000 148/148 [==============================] - 0s 68us/step - loss: 27431.1410 - mean_absolute_error: 137.2541 - val_loss: 54260.5587 - val_mean_absolute_error: 213.0999 Epoch 2098/5000 148/148 [==============================] - 0s 74us/step - loss: 27412.2344 - mean_absolute_error: 137.1865 - val_loss: 54230.0117 - val_mean_absolute_error: 213.0349 Epoch 2099/5000 148/148 [==============================] - 0s 68us/step - loss: 27394.4282 - mean_absolute_error: 137.1190 - val_loss: 54199.0109 - val_mean_absolute_error: 212.9686 Epoch 2100/5000 148/148 [==============================] - 0s 68us/step - loss: 27375.9543 - mean_absolute_error: 137.0569 - val_loss: 54166.2277 - val_mean_absolute_error: 212.8983 Epoch 2101/5000 148/148 [==============================] - 0s 74us/step - loss: 27356.7345 - mean_absolute_error: 137.0066 - val_loss: 54131.5873 - val_mean_absolute_error: 212.8242 Epoch 2102/5000 148/148 [==============================] - 0s 68us/step - loss: 27336.5338 - mean_absolute_error: 136.9513 - val_loss: 54096.9564 - val_mean_absolute_error: 212.7498 Epoch 2103/5000 148/148 [==============================] - 0s 61us/step - loss: 27316.5871 - mean_absolute_error: 136.9046 - val_loss: 54062.8966 - val_mean_absolute_error: 212.6769 Epoch 2104/5000 148/148 [==============================] - 0s 74us/step - loss: 27295.4962 - mean_absolute_error: 136.8575 - val_loss: 54029.0216 - val_mean_absolute_error: 212.6042 Epoch 2105/5000 148/148 [==============================] - 0s 74us/step - loss: 27275.9184 - mean_absolute_error: 136.8149 - val_loss: 53993.6809 - val_mean_absolute_error: 212.5283 Epoch 2106/5000 148/148 [==============================] - 0s 68us/step - loss: 27255.4983 - mean_absolute_error: 136.7628 - val_loss: 53959.0973 - val_mean_absolute_error: 212.4540 Epoch 2107/5000 148/148 [==============================] - 0s 81us/step - loss: 27236.0106 - mean_absolute_error: 136.7282 - val_loss: 53925.5250 - val_mean_absolute_error: 212.3817 Epoch 2108/5000 148/148 [==============================] - 0s 68us/step - loss: 27215.8013 - mean_absolute_error: 136.6928 - val_loss: 53891.4137 - val_mean_absolute_error: 212.3084 Epoch 2109/5000 148/148 [==============================] - 0s 68us/step - loss: 27195.2249 - mean_absolute_error: 136.6524 - val_loss: 53857.1612 - val_mean_absolute_error: 212.2348 Epoch 2110/5000 148/148 [==============================] - 0s 74us/step - loss: 27176.4347 - mean_absolute_error: 136.6089 - val_loss: 53823.8627 - val_mean_absolute_error: 212.1632 Epoch 2111/5000 148/148 [==============================] - 0s 74us/step - loss: 27157.3771 - mean_absolute_error: 136.5657 - val_loss: 53791.2814 - val_mean_absolute_error: 212.0931 Epoch 2112/5000 148/148 [==============================] - 0s 74us/step - loss: 27138.1617 - mean_absolute_error: 136.5199 - val_loss: 53758.8686 - val_mean_absolute_error: 212.0245 Epoch 2113/5000 148/148 [==============================] - 0s 68us/step - loss: 27122.8658 - mean_absolute_error: 136.5139 - val_loss: 53725.8531 - val_mean_absolute_error: 211.9562 Epoch 2114/5000 148/148 [==============================] - 0s 74us/step - loss: 27104.1693 - mean_absolute_error: 136.5147 - val_loss: 53694.1209 - val_mean_absolute_error: 211.8897 Epoch 2115/5000 148/148 [==============================] - 0s 61us/step - loss: 27083.5082 - mean_absolute_error: 136.4605 - val_loss: 53663.5802 - val_mean_absolute_error: 211.8254 Epoch 2116/5000 148/148 [==============================] - 0s 68us/step - loss: 27065.3838 - mean_absolute_error: 136.4026 - val_loss: 53632.1447 - val_mean_absolute_error: 211.7589 Epoch 2117/5000 148/148 [==============================] - 0s 74us/step - loss: 27047.2634 - mean_absolute_error: 136.3455 - val_loss: 53599.9786 - val_mean_absolute_error: 211.6904 Epoch 2118/5000 148/148 [==============================] - 0s 61us/step - loss: 27027.6479 - mean_absolute_error: 136.2731 - val_loss: 53568.9688 - val_mean_absolute_error: 211.6237 Epoch 2119/5000 148/148 [==============================] - 0s 68us/step - loss: 27012.3070 - mean_absolute_error: 136.1905 - val_loss: 53539.6956 - val_mean_absolute_error: 211.5604 Epoch 2120/5000 148/148 [==============================] - 0s 74us/step - loss: 26994.4362 - mean_absolute_error: 136.1061 - val_loss: 53509.4267 - val_mean_absolute_error: 211.4954 Epoch 2121/5000 148/148 [==============================] - 0s 68us/step - loss: 26975.6318 - mean_absolute_error: 136.0391 - val_loss: 53478.5242 - val_mean_absolute_error: 211.4290 Epoch 2122/5000 148/148 [==============================] - 0s 68us/step - loss: 26957.3030 - mean_absolute_error: 135.9872 - val_loss: 53447.6091 - val_mean_absolute_error: 211.3629 Epoch 2123/5000 148/148 [==============================] - 0s 81us/step - loss: 26939.8289 - mean_absolute_error: 135.9234 - val_loss: 53419.1041 - val_mean_absolute_error: 211.3015 Epoch 2124/5000 148/148 [==============================] - 0s 74us/step - loss: 26922.2632 - mean_absolute_error: 135.8569 - val_loss: 53388.8731 - val_mean_absolute_error: 211.2367 Epoch 2125/5000 148/148 [==============================] - 0s 68us/step - loss: 26904.4393 - mean_absolute_error: 135.8002 - val_loss: 53358.0334 - val_mean_absolute_error: 211.1707 Epoch 2126/5000 148/148 [==============================] - 0s 74us/step - loss: 26887.4283 - mean_absolute_error: 135.7468 - val_loss: 53328.0583 - val_mean_absolute_error: 211.1066 Epoch 2127/5000 148/148 [==============================] - 0s 74us/step - loss: 26869.4868 - mean_absolute_error: 135.6951 - val_loss: 53297.6008 - val_mean_absolute_error: 211.0415 Epoch 2128/5000 148/148 [==============================] - 0s 81us/step - loss: 26851.1666 - mean_absolute_error: 135.6377 - val_loss: 53266.6237 - val_mean_absolute_error: 210.9752 Epoch 2129/5000 148/148 [==============================] - 0s 61us/step - loss: 26833.0663 - mean_absolute_error: 135.5837 - val_loss: 53233.2184 - val_mean_absolute_error: 210.9037 Epoch 2130/5000 148/148 [==============================] - 0s 68us/step - loss: 26815.4767 - mean_absolute_error: 135.5317 - val_loss: 53199.8748 - val_mean_absolute_error: 210.8322 Epoch 2131/5000 148/148 [==============================] - 0s 68us/step - loss: 26795.1920 - mean_absolute_error: 135.4751 - val_loss: 53167.2800 - val_mean_absolute_error: 210.7627 Epoch 2132/5000 148/148 [==============================] - 0s 68us/step - loss: 26777.0930 - mean_absolute_error: 135.4416 - val_loss: 53134.8731 - val_mean_absolute_error: 210.6945 Epoch 2133/5000 148/148 [==============================] - 0s 74us/step - loss: 26756.6640 - mean_absolute_error: 135.4331 - val_loss: 53102.5989 - val_mean_absolute_error: 210.6258 Epoch 2134/5000 148/148 [==============================] - 0s 68us/step - loss: 26738.6596 - mean_absolute_error: 135.3998 - val_loss: 53072.5164 - val_mean_absolute_error: 210.5614 Epoch 2135/5000 148/148 [==============================] - 0s 68us/step - loss: 26720.9200 - mean_absolute_error: 135.3489 - val_loss: 53043.9236 - val_mean_absolute_error: 210.4998 Epoch 2136/5000 148/148 [==============================] - 0s 68us/step - loss: 26704.9028 - mean_absolute_error: 135.2918 - val_loss: 53016.9503 - val_mean_absolute_error: 210.4417 Epoch 2137/5000 148/148 [==============================] - 0s 74us/step - loss: 26688.1019 - mean_absolute_error: 135.2287 - val_loss: 52986.6253 - val_mean_absolute_error: 210.3766 Epoch 2138/5000 148/148 [==============================] - 0s 68us/step - loss: 26670.2851 - mean_absolute_error: 135.1765 - val_loss: 52955.7734 - val_mean_absolute_error: 210.3105 Epoch 2139/5000 148/148 [==============================] - 0s 74us/step - loss: 26651.3527 - mean_absolute_error: 135.1163 - val_loss: 52925.0453 - val_mean_absolute_error: 210.2443 Epoch 2140/5000 148/148 [==============================] - 0s 74us/step - loss: 26635.1858 - mean_absolute_error: 135.0587 - val_loss: 52894.0419 - val_mean_absolute_error: 210.1774 Epoch 2141/5000 148/148 [==============================] - 0s 68us/step - loss: 26616.5744 - mean_absolute_error: 134.9996 - val_loss: 52864.6034 - val_mean_absolute_error: 210.1145 Epoch 2142/5000 148/148 [==============================] - 0s 68us/step - loss: 26599.6977 - mean_absolute_error: 134.9535 - val_loss: 52834.3519 - val_mean_absolute_error: 210.0497 Epoch 2143/5000 148/148 [==============================] - 0s 74us/step - loss: 26582.0352 - mean_absolute_error: 134.9108 - val_loss: 52804.3933 - val_mean_absolute_error: 209.9851 Epoch 2144/5000 148/148 [==============================] - 0s 61us/step - loss: 26564.4824 - mean_absolute_error: 134.8628 - val_loss: 52773.2458 - val_mean_absolute_error: 209.9181 Epoch 2145/5000 148/148 [==============================] - 0s 68us/step - loss: 26546.2328 - mean_absolute_error: 134.8173 - val_loss: 52741.3803 - val_mean_absolute_error: 209.8496 Epoch 2146/5000 148/148 [==============================] - 0s 74us/step - loss: 26528.1106 - mean_absolute_error: 134.7743 - val_loss: 52708.7937 - val_mean_absolute_error: 209.7798 Epoch 2147/5000 148/148 [==============================] - 0s 68us/step - loss: 26509.3566 - mean_absolute_error: 134.7286 - val_loss: 52678.0067 - val_mean_absolute_error: 209.7133 Epoch 2148/5000 148/148 [==============================] - 0s 74us/step - loss: 26491.5508 - mean_absolute_error: 134.6819 - val_loss: 52646.5059 - val_mean_absolute_error: 209.6453 Epoch 2149/5000 148/148 [==============================] - 0s 74us/step - loss: 26473.4186 - mean_absolute_error: 134.6358 - val_loss: 52616.3464 - val_mean_absolute_error: 209.5802 Epoch 2150/5000 148/148 [==============================] - 0s 68us/step - loss: 26455.7865 - mean_absolute_error: 134.5812 - val_loss: 52586.7245 - val_mean_absolute_error: 209.5167 Epoch 2151/5000 148/148 [==============================] - 0s 74us/step - loss: 26438.8962 - mean_absolute_error: 134.5193 - val_loss: 52556.5416 - val_mean_absolute_error: 209.4520 Epoch 2152/5000 148/148 [==============================] - 0s 74us/step - loss: 26420.1450 - mean_absolute_error: 134.4472 - val_loss: 52526.3688 - val_mean_absolute_error: 209.3869 Epoch 2153/5000 148/148 [==============================] - 0s 81us/step - loss: 26401.0229 - mean_absolute_error: 134.3777 - val_loss: 52498.0528 - val_mean_absolute_error: 209.3254 Epoch 2154/5000 148/148 [==============================] - 0s 68us/step - loss: 26385.0684 - mean_absolute_error: 134.3087 - val_loss: 52469.8355 - val_mean_absolute_error: 209.2642 Epoch 2155/5000 148/148 [==============================] - 0s 68us/step - loss: 26369.5841 - mean_absolute_error: 134.2381 - val_loss: 52440.7347 - val_mean_absolute_error: 209.2010 Epoch 2156/5000 148/148 [==============================] - 0s 74us/step - loss: 26352.6868 - mean_absolute_error: 134.1740 - val_loss: 52411.8530 - val_mean_absolute_error: 209.1381 Epoch 2157/5000 148/148 [==============================] - 0s 74us/step - loss: 26335.6409 - mean_absolute_error: 134.1062 - val_loss: 52383.4737 - val_mean_absolute_error: 209.0766 Epoch 2158/5000 148/148 [==============================] - 0s 68us/step - loss: 26319.5140 - mean_absolute_error: 134.0375 - val_loss: 52356.2742 - val_mean_absolute_error: 209.0177 Epoch 2159/5000 148/148 [==============================] - 0s 74us/step - loss: 26303.1677 - mean_absolute_error: 133.9733 - val_loss: 52329.1152 - val_mean_absolute_error: 208.9597 Epoch 2160/5000 148/148 [==============================] - 0s 74us/step - loss: 26286.6653 - mean_absolute_error: 133.9137 - val_loss: 52300.6661 - val_mean_absolute_error: 208.8989 Epoch 2161/5000 148/148 [==============================] - 0s 74us/step - loss: 26270.6896 - mean_absolute_error: 133.8551 - val_loss: 52270.3775 - val_mean_absolute_error: 208.8336 Epoch 2162/5000 148/148 [==============================] - 0s 74us/step - loss: 26252.6100 - mean_absolute_error: 133.7957 - val_loss: 52239.3730 - val_mean_absolute_error: 208.7669 Epoch 2163/5000 148/148 [==============================] - 0s 68us/step - loss: 26232.7253 - mean_absolute_error: 133.7427 - val_loss: 52208.9350 - val_mean_absolute_error: 208.7010 Epoch 2164/5000 148/148 [==============================] - 0s 81us/step - loss: 26214.4309 - mean_absolute_error: 133.6936 - val_loss: 52176.1853 - val_mean_absolute_error: 208.6303 Epoch 2165/5000 148/148 [==============================] - 0s 68us/step - loss: 26196.5156 - mean_absolute_error: 133.6799 - val_loss: 52141.2455 - val_mean_absolute_error: 208.5555 Epoch 2166/5000 148/148 [==============================] - 0s 74us/step - loss: 26174.3269 - mean_absolute_error: 133.6884 - val_loss: 52107.8386 - val_mean_absolute_error: 208.4823 Epoch 2167/5000 148/148 [==============================] - 0s 648us/step - loss: 26155.4014 - mean_absolute_error: 133.6508 - val_loss: 52075.2700 - val_mean_absolute_error: 208.4110 Epoch 2168/5000 148/148 [==============================] - 0s 68us/step - loss: 26138.1149 - mean_absolute_error: 133.6232 - val_loss: 52041.8292 - val_mean_absolute_error: 208.3383 Epoch 2169/5000 148/148 [==============================] - 0s 68us/step - loss: 26120.3632 - mean_absolute_error: 133.6020 - val_loss: 52007.9411 - val_mean_absolute_error: 208.2648 Epoch 2170/5000 148/148 [==============================] - 0s 74us/step - loss: 26098.4995 - mean_absolute_error: 133.5540 - val_loss: 51976.2772 - val_mean_absolute_error: 208.1962 Epoch 2171/5000 148/148 [==============================] - 0s 81us/step - loss: 26080.3501 - mean_absolute_error: 133.4972 - val_loss: 51944.6509 - val_mean_absolute_error: 208.1277 Epoch 2172/5000 148/148 [==============================] - 0s 74us/step - loss: 26061.4964 - mean_absolute_error: 133.4425 - val_loss: 51912.5197 - val_mean_absolute_error: 208.0579 Epoch 2173/5000 148/148 [==============================] - 0s 68us/step - loss: 26043.7264 - mean_absolute_error: 133.3865 - val_loss: 51879.8325 - val_mean_absolute_error: 207.9869 Epoch 2174/5000 148/148 [==============================] - 0s 68us/step - loss: 26024.8358 - mean_absolute_error: 133.3300 - val_loss: 51848.0931 - val_mean_absolute_error: 207.9180 Epoch 2175/5000 148/148 [==============================] - 0s 74us/step - loss: 26006.4039 - mean_absolute_error: 133.2793 - val_loss: 51817.0678 - val_mean_absolute_error: 207.8506 Epoch 2176/5000 148/148 [==============================] - 0s 68us/step - loss: 25989.2075 - mean_absolute_error: 133.2372 - val_loss: 51786.3833 - val_mean_absolute_error: 207.7839 Epoch 2177/5000 148/148 [==============================] - 0s 74us/step - loss: 25971.8268 - mean_absolute_error: 133.1884 - val_loss: 51756.6414 - val_mean_absolute_error: 207.7194 Epoch 2178/5000 148/148 [==============================] - 0s 74us/step - loss: 25954.1753 - mean_absolute_error: 133.1306 - val_loss: 51727.3238 - val_mean_absolute_error: 207.6556 Epoch 2179/5000 148/148 [==============================] - 0s 68us/step - loss: 25937.5032 - mean_absolute_error: 133.0690 - val_loss: 51697.8983 - val_mean_absolute_error: 207.5915 Epoch 2180/5000 148/148 [==============================] - 0s 68us/step - loss: 25919.3777 - mean_absolute_error: 133.0090 - val_loss: 51668.4125 - val_mean_absolute_error: 207.5271 Epoch 2181/5000 148/148 [==============================] - 0s 68us/step - loss: 25902.1006 - mean_absolute_error: 132.9482 - val_loss: 51640.0106 - val_mean_absolute_error: 207.4650 Epoch 2182/5000 148/148 [==============================] - 0s 68us/step - loss: 25888.3039 - mean_absolute_error: 132.8869 - val_loss: 51611.6889 - val_mean_absolute_error: 207.4021 Epoch 2183/5000 148/148 [==============================] - 0s 68us/step - loss: 25868.9224 - mean_absolute_error: 132.8145 - val_loss: 51582.1347 - val_mean_absolute_error: 207.3371 Epoch 2184/5000 148/148 [==============================] - 0s 61us/step - loss: 25851.7753 - mean_absolute_error: 132.7503 - val_loss: 51552.7353 - val_mean_absolute_error: 207.2725 Epoch 2185/5000 148/148 [==============================] - 0s 68us/step - loss: 25835.4501 - mean_absolute_error: 132.6834 - val_loss: 51522.7795 - val_mean_absolute_error: 207.2067 Epoch 2186/5000 148/148 [==============================] - 0s 74us/step - loss: 25817.6740 - mean_absolute_error: 132.6267 - val_loss: 51491.2730 - val_mean_absolute_error: 207.1376 Epoch 2187/5000 148/148 [==============================] - 0s 61us/step - loss: 25799.1374 - mean_absolute_error: 132.5695 - val_loss: 51460.7594 - val_mean_absolute_error: 207.0707 Epoch 2188/5000 148/148 [==============================] - 0s 74us/step - loss: 25781.3742 - mean_absolute_error: 132.5122 - val_loss: 51430.7195 - val_mean_absolute_error: 207.0050 Epoch 2189/5000 148/148 [==============================] - 0s 74us/step - loss: 25763.3925 - mean_absolute_error: 132.4564 - val_loss: 51401.0437 - val_mean_absolute_error: 206.9404 Epoch 2190/5000 148/148 [==============================] - 0s 81us/step - loss: 25746.5321 - mean_absolute_error: 132.4003 - val_loss: 51371.1167 - val_mean_absolute_error: 206.8750 Epoch 2191/5000 148/148 [==============================] - 0s 68us/step - loss: 25728.1709 - mean_absolute_error: 132.3470 - val_loss: 51339.9837 - val_mean_absolute_error: 206.8069 Epoch 2192/5000 148/148 [==============================] - 0s 74us/step - loss: 25710.4596 - mean_absolute_error: 132.2978 - val_loss: 51308.7217 - val_mean_absolute_error: 206.7386 Epoch 2193/5000 148/148 [==============================] - 0s 68us/step - loss: 25692.7076 - mean_absolute_error: 132.2465 - val_loss: 51279.4448 - val_mean_absolute_error: 206.6741 Epoch 2194/5000 148/148 [==============================] - 0s 68us/step - loss: 25675.5319 - mean_absolute_error: 132.1989 - val_loss: 51248.8867 - val_mean_absolute_error: 206.6070 Epoch 2195/5000 148/148 [==============================] - 0s 74us/step - loss: 25657.4626 - mean_absolute_error: 132.1570 - val_loss: 51219.3034 - val_mean_absolute_error: 206.5423 Epoch 2196/5000 148/148 [==============================] - 0s 74us/step - loss: 25640.7394 - mean_absolute_error: 132.1190 - val_loss: 51188.5305 - val_mean_absolute_error: 206.4747 Epoch 2197/5000 148/148 [==============================] - 0s 68us/step - loss: 25622.3226 - mean_absolute_error: 132.0732 - val_loss: 51158.2586 - val_mean_absolute_error: 206.4086 Epoch 2198/5000 148/148 [==============================] - 0s 74us/step - loss: 25604.1540 - mean_absolute_error: 132.0236 - val_loss: 51128.2244 - val_mean_absolute_error: 206.3428 Epoch 2199/5000 148/148 [==============================] - 0s 61us/step - loss: 25586.8361 - mean_absolute_error: 131.9858 - val_loss: 51097.0912 - val_mean_absolute_error: 206.2744 Epoch 2200/5000 148/148 [==============================] - 0s 61us/step - loss: 25569.5904 - mean_absolute_error: 131.9452 - val_loss: 51067.2970 - val_mean_absolute_error: 206.2089 Epoch 2201/5000 148/148 [==============================] - 0s 74us/step - loss: 25552.3376 - mean_absolute_error: 131.9044 - val_loss: 51036.2522 - val_mean_absolute_error: 206.1406 Epoch 2202/5000 148/148 [==============================] - 0s 68us/step - loss: 25533.7118 - mean_absolute_error: 131.8595 - val_loss: 51005.7458 - val_mean_absolute_error: 206.0735 Epoch 2203/5000 148/148 [==============================] - 0s 74us/step - loss: 25516.7185 - mean_absolute_error: 131.8073 - val_loss: 50975.9477 - val_mean_absolute_error: 206.0078 Epoch 2204/5000 148/148 [==============================] - 0s 68us/step - loss: 25499.0854 - mean_absolute_error: 131.7486 - val_loss: 50945.6880 - val_mean_absolute_error: 205.9409 Epoch 2205/5000 148/148 [==============================] - 0s 74us/step - loss: 25483.3610 - mean_absolute_error: 131.6992 - val_loss: 50915.0231 - val_mean_absolute_error: 205.8731 Epoch 2206/5000 148/148 [==============================] - 0s 68us/step - loss: 25464.4774 - mean_absolute_error: 131.6485 - val_loss: 50885.3005 - val_mean_absolute_error: 205.8075 Epoch 2207/5000 148/148 [==============================] - 0s 68us/step - loss: 25447.8278 - mean_absolute_error: 131.6090 - val_loss: 50854.5508 - val_mean_absolute_error: 205.7396 Epoch 2208/5000 148/148 [==============================] - 0s 74us/step - loss: 25429.4262 - mean_absolute_error: 131.5662 - val_loss: 50824.0292 - val_mean_absolute_error: 205.6723 Epoch 2209/5000 148/148 [==============================] - 0s 68us/step - loss: 25412.1463 - mean_absolute_error: 131.5230 - val_loss: 50792.3202 - val_mean_absolute_error: 205.6022 Epoch 2210/5000 148/148 [==============================] - 0s 68us/step - loss: 25393.1923 - mean_absolute_error: 131.4707 - val_loss: 50761.6030 - val_mean_absolute_error: 205.5343 Epoch 2211/5000 148/148 [==============================] - 0s 68us/step - loss: 25376.2233 - mean_absolute_error: 131.4262 - val_loss: 50730.6489 - val_mean_absolute_error: 205.4657 Epoch 2212/5000 148/148 [==============================] - 0s 68us/step - loss: 25358.0584 - mean_absolute_error: 131.3775 - val_loss: 50699.4150 - val_mean_absolute_error: 205.3964 Epoch 2213/5000 148/148 [==============================] - 0s 74us/step - loss: 25341.6784 - mean_absolute_error: 131.3373 - val_loss: 50668.9703 - val_mean_absolute_error: 205.3291 Epoch 2214/5000 148/148 [==============================] - 0s 68us/step - loss: 25322.9916 - mean_absolute_error: 131.2898 - val_loss: 50639.5167 - val_mean_absolute_error: 205.2639 Epoch 2215/5000 148/148 [==============================] - 0s 74us/step - loss: 25306.1320 - mean_absolute_error: 131.2354 - val_loss: 50610.3017 - val_mean_absolute_error: 205.1991 Epoch 2216/5000 148/148 [==============================] - 0s 68us/step - loss: 25289.2226 - mean_absolute_error: 131.1652 - val_loss: 50580.4770 - val_mean_absolute_error: 205.1331 Epoch 2217/5000 148/148 [==============================] - 0s 68us/step - loss: 25271.5897 - mean_absolute_error: 131.1021 - val_loss: 50550.2870 - val_mean_absolute_error: 205.0665 Epoch 2218/5000 148/148 [==============================] - 0s 74us/step - loss: 25252.5165 - mean_absolute_error: 131.0612 - val_loss: 50519.5008 - val_mean_absolute_error: 204.9993 Epoch 2219/5000 148/148 [==============================] - 0s 68us/step - loss: 25235.2793 - mean_absolute_error: 131.0425 - val_loss: 50489.4184 - val_mean_absolute_error: 204.9332 Epoch 2220/5000 148/148 [==============================] - 0s 61us/step - loss: 25216.7734 - mean_absolute_error: 131.0118 - val_loss: 50459.7445 - val_mean_absolute_error: 204.8676 Epoch 2221/5000 148/148 [==============================] - 0s 74us/step - loss: 25199.3730 - mean_absolute_error: 130.9679 - val_loss: 50429.6750 - val_mean_absolute_error: 204.8011 Epoch 2222/5000 148/148 [==============================] - 0s 68us/step - loss: 25181.9472 - mean_absolute_error: 130.9293 - val_loss: 50399.3972 - val_mean_absolute_error: 204.7337 Epoch 2223/5000 148/148 [==============================] - 0s 68us/step - loss: 25164.4218 - mean_absolute_error: 130.8978 - val_loss: 50368.9909 - val_mean_absolute_error: 204.6653 Epoch 2224/5000 148/148 [==============================] - 0s 74us/step - loss: 25146.9244 - mean_absolute_error: 130.8666 - val_loss: 50337.9572 - val_mean_absolute_error: 204.5958 Epoch 2225/5000 148/148 [==============================] - 0s 68us/step - loss: 25128.7261 - mean_absolute_error: 130.8236 - val_loss: 50307.4291 - val_mean_absolute_error: 204.5278 Epoch 2226/5000 148/148 [==============================] - 0s 68us/step - loss: 25110.2191 - mean_absolute_error: 130.7810 - val_loss: 50275.7244 - val_mean_absolute_error: 204.4571 Epoch 2227/5000 148/148 [==============================] - 0s 68us/step - loss: 25092.2463 - mean_absolute_error: 130.7338 - val_loss: 50245.0062 - val_mean_absolute_error: 204.3888 Epoch 2228/5000 148/148 [==============================] - 0s 74us/step - loss: 25075.3638 - mean_absolute_error: 130.6834 - val_loss: 50214.9903 - val_mean_absolute_error: 204.3220 Epoch 2229/5000 148/148 [==============================] - 0s 68us/step - loss: 25057.7191 - mean_absolute_error: 130.6286 - val_loss: 50184.8680 - val_mean_absolute_error: 204.2549 Epoch 2230/5000 148/148 [==============================] - 0s 74us/step - loss: 25040.7442 - mean_absolute_error: 130.5790 - val_loss: 50154.9911 - val_mean_absolute_error: 204.1882 Epoch 2231/5000 148/148 [==============================] - 0s 68us/step - loss: 25023.1864 - mean_absolute_error: 130.5084 - val_loss: 50126.2834 - val_mean_absolute_error: 204.1240 Epoch 2232/5000 148/148 [==============================] - 0s 61us/step - loss: 25006.4508 - mean_absolute_error: 130.4451 - val_loss: 50097.3178 - val_mean_absolute_error: 204.0596 Epoch 2233/5000 148/148 [==============================] - 0s 61us/step - loss: 24989.2272 - mean_absolute_error: 130.3858 - val_loss: 50068.6173 - val_mean_absolute_error: 203.9958 Epoch 2234/5000 148/148 [==============================] - 0s 68us/step - loss: 24973.1486 - mean_absolute_error: 130.3312 - val_loss: 50039.0561 - val_mean_absolute_error: 203.9299 Epoch 2235/5000 148/148 [==============================] - 0s 61us/step - loss: 24954.9463 - mean_absolute_error: 130.2692 - val_loss: 50009.2016 - val_mean_absolute_error: 203.8633 Epoch 2236/5000 148/148 [==============================] - 0s 68us/step - loss: 24938.6919 - mean_absolute_error: 130.2007 - val_loss: 49978.0442 - val_mean_absolute_error: 203.7938 Epoch 2237/5000 148/148 [==============================] - 0s 81us/step - loss: 24920.0217 - mean_absolute_error: 130.1331 - val_loss: 49946.4283 - val_mean_absolute_error: 203.7231 Epoch 2238/5000 148/148 [==============================] - 0s 61us/step - loss: 24902.1102 - mean_absolute_error: 130.0824 - val_loss: 49915.1144 - val_mean_absolute_error: 203.6530 Epoch 2239/5000 148/148 [==============================] - 0s 81us/step - loss: 24883.7779 - mean_absolute_error: 130.0395 - val_loss: 49883.7138 - val_mean_absolute_error: 203.5830 Epoch 2240/5000 148/148 [==============================] - 0s 74us/step - loss: 24865.9046 - mean_absolute_error: 129.9963 - val_loss: 49853.4447 - val_mean_absolute_error: 203.5156 Epoch 2241/5000 148/148 [==============================] - 0s 68us/step - loss: 24848.1466 - mean_absolute_error: 129.9487 - val_loss: 49822.7166 - val_mean_absolute_error: 203.4470 Epoch 2242/5000 148/148 [==============================] - 0s 74us/step - loss: 24829.8887 - mean_absolute_error: 129.9011 - val_loss: 49792.3992 - val_mean_absolute_error: 203.3791 Epoch 2243/5000 148/148 [==============================] - 0s 68us/step - loss: 24812.6853 - mean_absolute_error: 129.8523 - val_loss: 49762.4252 - val_mean_absolute_error: 203.3119 Epoch 2244/5000 148/148 [==============================] - 0s 74us/step - loss: 24795.9398 - mean_absolute_error: 129.8081 - val_loss: 49733.2250 - val_mean_absolute_error: 203.2464 Epoch 2245/5000 148/148 [==============================] - 0s 68us/step - loss: 24780.8090 - mean_absolute_error: 129.7556 - val_loss: 49703.9970 - val_mean_absolute_error: 203.1808 Epoch 2246/5000 148/148 [==============================] - 0s 68us/step - loss: 24762.0073 - mean_absolute_error: 129.6870 - val_loss: 49674.8120 - val_mean_absolute_error: 203.1153 Epoch 2247/5000 148/148 [==============================] - 0s 74us/step - loss: 24745.3146 - mean_absolute_error: 129.6357 - val_loss: 49645.6781 - val_mean_absolute_error: 203.0498 Epoch 2248/5000 148/148 [==============================] - 0s 68us/step - loss: 24729.4786 - mean_absolute_error: 129.5822 - val_loss: 49616.6348 - val_mean_absolute_error: 202.9846 Epoch 2249/5000 148/148 [==============================] - 0s 61us/step - loss: 24710.8970 - mean_absolute_error: 129.5651 - val_loss: 49585.8069 - val_mean_absolute_error: 202.9162 Epoch 2250/5000 148/148 [==============================] - 0s 68us/step - loss: 24694.5098 - mean_absolute_error: 129.5546 - val_loss: 49555.6823 - val_mean_absolute_error: 202.8489 Epoch 2251/5000 148/148 [==============================] - 0s 68us/step - loss: 24677.1025 - mean_absolute_error: 129.5286 - val_loss: 49524.0600 - val_mean_absolute_error: 202.7779 Epoch 2252/5000 148/148 [==============================] - 0s 68us/step - loss: 24660.0342 - mean_absolute_error: 129.4928 - val_loss: 49493.8341 - val_mean_absolute_error: 202.7099 Epoch 2253/5000 148/148 [==============================] - 0s 68us/step - loss: 24642.7970 - mean_absolute_error: 129.4504 - val_loss: 49464.2659 - val_mean_absolute_error: 202.6433 Epoch 2254/5000 148/148 [==============================] - 0s 68us/step - loss: 24626.7300 - mean_absolute_error: 129.4080 - val_loss: 49435.5022 - val_mean_absolute_error: 202.5789 Epoch 2255/5000 148/148 [==============================] - 0s 68us/step - loss: 24609.3359 - mean_absolute_error: 129.3590 - val_loss: 49407.3658 - val_mean_absolute_error: 202.5157 Epoch 2256/5000 148/148 [==============================] - 0s 74us/step - loss: 24592.3194 - mean_absolute_error: 129.3077 - val_loss: 49378.5328 - val_mean_absolute_error: 202.4503 Epoch 2257/5000 148/148 [==============================] - 0s 68us/step - loss: 24575.6155 - mean_absolute_error: 129.2542 - val_loss: 49350.6300 - val_mean_absolute_error: 202.3862 Epoch 2258/5000 148/148 [==============================] - 0s 74us/step - loss: 24559.5490 - mean_absolute_error: 129.2052 - val_loss: 49322.0578 - val_mean_absolute_error: 202.3212 Epoch 2259/5000 148/148 [==============================] - 0s 61us/step - loss: 24546.0865 - mean_absolute_error: 129.2165 - val_loss: 49290.4380 - val_mean_absolute_error: 202.2503 Epoch 2260/5000 148/148 [==============================] - 0s 68us/step - loss: 24527.3136 - mean_absolute_error: 129.2267 - val_loss: 49259.8300 - val_mean_absolute_error: 202.1816 Epoch 2261/5000 148/148 [==============================] - 0s 68us/step - loss: 24513.8028 - mean_absolute_error: 129.2307 - val_loss: 49227.6317 - val_mean_absolute_error: 202.1090 Epoch 2262/5000 148/148 [==============================] - 0s 74us/step - loss: 24496.3862 - mean_absolute_error: 129.2074 - val_loss: 49197.0986 - val_mean_absolute_error: 202.0400 Epoch 2263/5000 148/148 [==============================] - 0s 74us/step - loss: 24479.1371 - mean_absolute_error: 129.1672 - val_loss: 49168.0359 - val_mean_absolute_error: 201.9742 Epoch 2264/5000 148/148 [==============================] - 0s 68us/step - loss: 24462.4510 - mean_absolute_error: 129.1207 - val_loss: 49137.7058 - val_mean_absolute_error: 201.9057 Epoch 2265/5000 148/148 [==============================] - 0s 68us/step - loss: 24445.3296 - mean_absolute_error: 129.0719 - val_loss: 49107.7648 - val_mean_absolute_error: 201.8383 Epoch 2266/5000 148/148 [==============================] - 0s 68us/step - loss: 24429.0636 - mean_absolute_error: 129.0275 - val_loss: 49077.7080 - val_mean_absolute_error: 201.7703 Epoch 2267/5000 148/148 [==============================] - 0s 68us/step - loss: 24411.5848 - mean_absolute_error: 128.9758 - val_loss: 49047.2670 - val_mean_absolute_error: 201.7013 Epoch 2268/5000 148/148 [==============================] - 0s 74us/step - loss: 24394.5803 - mean_absolute_error: 128.9200 - val_loss: 49016.9811 - val_mean_absolute_error: 201.6325 Epoch 2269/5000 148/148 [==============================] - 0s 74us/step - loss: 24377.0572 - mean_absolute_error: 128.8555 - val_loss: 48986.8270 - val_mean_absolute_error: 201.5640 Epoch 2270/5000 148/148 [==============================] - 0s 68us/step - loss: 24359.4060 - mean_absolute_error: 128.7924 - val_loss: 48957.2622 - val_mean_absolute_error: 201.4969 Epoch 2271/5000 148/148 [==============================] - 0s 68us/step - loss: 24341.5896 - mean_absolute_error: 128.7185 - val_loss: 48926.9209 - val_mean_absolute_error: 201.4278 Epoch 2272/5000 148/148 [==============================] - 0s 74us/step - loss: 24323.4528 - mean_absolute_error: 128.6535 - val_loss: 48896.5577 - val_mean_absolute_error: 201.3580 Epoch 2273/5000 148/148 [==============================] - 0s 68us/step - loss: 24304.8993 - mean_absolute_error: 128.6001 - val_loss: 48867.0552 - val_mean_absolute_error: 201.2904 Epoch 2274/5000 148/148 [==============================] - 0s 74us/step - loss: 24289.2304 - mean_absolute_error: 128.5501 - val_loss: 48837.9253 - val_mean_absolute_error: 201.2238 Epoch 2275/5000 148/148 [==============================] - 0s 68us/step - loss: 24270.7072 - mean_absolute_error: 128.5066 - val_loss: 48809.0216 - val_mean_absolute_error: 201.1582 Epoch 2276/5000 148/148 [==============================] - 0s 68us/step - loss: 24255.6330 - mean_absolute_error: 128.4878 - val_loss: 48780.0920 - val_mean_absolute_error: 201.0922 Epoch 2277/5000 148/148 [==============================] - 0s 74us/step - loss: 24242.2289 - mean_absolute_error: 128.4680 - val_loss: 48750.9448 - val_mean_absolute_error: 201.0256 Epoch 2278/5000 148/148 [==============================] - 0s 68us/step - loss: 24225.5667 - mean_absolute_error: 128.4160 - val_loss: 48723.0842 - val_mean_absolute_error: 200.9612 Epoch 2279/5000 148/148 [==============================] - 0s 61us/step - loss: 24205.7930 - mean_absolute_error: 128.3347 - val_loss: 48696.2862 - val_mean_absolute_error: 200.8995 Epoch 2280/5000 148/148 [==============================] - 0s 74us/step - loss: 24191.4626 - mean_absolute_error: 128.2524 - val_loss: 48669.4536 - val_mean_absolute_error: 200.8382 Epoch 2281/5000 148/148 [==============================] - 0s 68us/step - loss: 24172.4169 - mean_absolute_error: 128.2083 - val_loss: 48636.9548 - val_mean_absolute_error: 200.7648 Epoch 2282/5000 148/148 [==============================] - 0s 68us/step - loss: 24157.0654 - mean_absolute_error: 128.1997 - val_loss: 48605.2656 - val_mean_absolute_error: 200.6930 Epoch 2283/5000 148/148 [==============================] - 0s 74us/step - loss: 24140.8898 - mean_absolute_error: 128.1703 - val_loss: 48574.6998 - val_mean_absolute_error: 200.6236 Epoch 2284/5000 148/148 [==============================] - 0s 68us/step - loss: 24124.5749 - mean_absolute_error: 128.1313 - val_loss: 48545.4378 - val_mean_absolute_error: 200.5568 Epoch 2285/5000 148/148 [==============================] - 0s 68us/step - loss: 24108.1653 - mean_absolute_error: 128.0850 - val_loss: 48517.8003 - val_mean_absolute_error: 200.4933 Epoch 2286/5000 148/148 [==============================] - 0s 74us/step - loss: 24092.3292 - mean_absolute_error: 128.0335 - val_loss: 48489.9683 - val_mean_absolute_error: 200.4289 Epoch 2287/5000 148/148 [==============================] - 0s 68us/step - loss: 24074.9043 - mean_absolute_error: 127.9835 - val_loss: 48460.7605 - val_mean_absolute_error: 200.3612 Epoch 2288/5000 148/148 [==============================] - 0s 68us/step - loss: 24058.6063 - mean_absolute_error: 127.9237 - val_loss: 48431.1333 - val_mean_absolute_error: 200.2930 Epoch 2289/5000 148/148 [==============================] - 0s 68us/step - loss: 24039.7469 - mean_absolute_error: 127.8582 - val_loss: 48401.4878 - val_mean_absolute_error: 200.2254 Epoch 2290/5000 148/148 [==============================] - 0s 68us/step - loss: 24022.7214 - mean_absolute_error: 127.8028 - val_loss: 48373.2536 - val_mean_absolute_error: 200.1608 Epoch 2291/5000 148/148 [==============================] - 0s 68us/step - loss: 24005.6826 - mean_absolute_error: 127.7421 - val_loss: 48344.2358 - val_mean_absolute_error: 200.0945 Epoch 2292/5000 148/148 [==============================] - 0s 68us/step - loss: 23988.9362 - mean_absolute_error: 127.6734 - val_loss: 48315.0092 - val_mean_absolute_error: 200.0276 Epoch 2293/5000 148/148 [==============================] - 0s 68us/step - loss: 23972.2124 - mean_absolute_error: 127.6099 - val_loss: 48285.0537 - val_mean_absolute_error: 199.9587 Epoch 2294/5000 148/148 [==============================] - 0s 74us/step - loss: 23954.8749 - mean_absolute_error: 127.5417 - val_loss: 48257.6106 - val_mean_absolute_error: 199.8947 Epoch 2295/5000 148/148 [==============================] - 0s 68us/step - loss: 23937.5037 - mean_absolute_error: 127.4758 - val_loss: 48229.3302 - val_mean_absolute_error: 199.8294 Epoch 2296/5000 148/148 [==============================] - 0s 68us/step - loss: 23922.5059 - mean_absolute_error: 127.4114 - val_loss: 48199.4539 - val_mean_absolute_error: 199.7607 Epoch 2297/5000 148/148 [==============================] - 0s 68us/step - loss: 23903.1791 - mean_absolute_error: 127.3835 - val_loss: 48168.6267 - val_mean_absolute_error: 199.6908 Epoch 2298/5000 148/148 [==============================] - 0s 74us/step - loss: 23888.5324 - mean_absolute_error: 127.3703 - val_loss: 48140.0073 - val_mean_absolute_error: 199.6253 Epoch 2299/5000 148/148 [==============================] - 0s 68us/step - loss: 23873.9510 - mean_absolute_error: 127.3367 - val_loss: 48112.0034 - val_mean_absolute_error: 199.5608 Epoch 2300/5000 148/148 [==============================] - 0s 68us/step - loss: 23857.9267 - mean_absolute_error: 127.2831 - val_loss: 48084.0684 - val_mean_absolute_error: 199.4964 Epoch 2301/5000 148/148 [==============================] - 0s 74us/step - loss: 23840.8041 - mean_absolute_error: 127.2223 - val_loss: 48055.1114 - val_mean_absolute_error: 199.4296 Epoch 2302/5000 148/148 [==============================] - 0s 68us/step - loss: 23824.3676 - mean_absolute_error: 127.1574 - val_loss: 48025.2905 - val_mean_absolute_error: 199.3610 Epoch 2303/5000 148/148 [==============================] - 0s 68us/step - loss: 23807.5863 - mean_absolute_error: 127.0923 - val_loss: 47997.1084 - val_mean_absolute_error: 199.2964 Epoch 2304/5000 148/148 [==============================] - 0s 74us/step - loss: 23791.4244 - mean_absolute_error: 127.0552 - val_loss: 47969.3786 - val_mean_absolute_error: 199.2338 Epoch 2305/5000 148/148 [==============================] - 0s 68us/step - loss: 23777.2923 - mean_absolute_error: 127.0453 - val_loss: 47941.2503 - val_mean_absolute_error: 199.1700 Epoch 2306/5000 148/148 [==============================] - 0s 81us/step - loss: 23759.6634 - mean_absolute_error: 127.0047 - val_loss: 47914.3634 - val_mean_absolute_error: 199.1083 Epoch 2307/5000 148/148 [==============================] - 0s 68us/step - loss: 23743.9457 - mean_absolute_error: 126.9516 - val_loss: 47886.4347 - val_mean_absolute_error: 199.0439 Epoch 2308/5000 148/148 [==============================] - 0s 61us/step - loss: 23727.3346 - mean_absolute_error: 126.8943 - val_loss: 47856.8186 - val_mean_absolute_error: 198.9757 Epoch 2309/5000 148/148 [==============================] - 0s 74us/step - loss: 23709.9361 - mean_absolute_error: 126.8392 - val_loss: 47825.6617 - val_mean_absolute_error: 198.9037 Epoch 2310/5000 148/148 [==============================] - 0s 74us/step - loss: 23692.0840 - mean_absolute_error: 126.7824 - val_loss: 47794.7239 - val_mean_absolute_error: 198.8321 Epoch 2311/5000 148/148 [==============================] - 0s 61us/step - loss: 23673.7128 - mean_absolute_error: 126.7141 - val_loss: 47765.8109 - val_mean_absolute_error: 198.7651 Epoch 2312/5000 148/148 [==============================] - 0s 68us/step - loss: 23655.0857 - mean_absolute_error: 126.6258 - val_loss: 47737.3959 - val_mean_absolute_error: 198.6988 Epoch 2313/5000 148/148 [==============================] - 0s 68us/step - loss: 23641.8005 - mean_absolute_error: 126.5565 - val_loss: 47708.0527 - val_mean_absolute_error: 198.6305 Epoch 2314/5000 148/148 [==============================] - 0s 74us/step - loss: 23624.2716 - mean_absolute_error: 126.4817 - val_loss: 47678.9477 - val_mean_absolute_error: 198.5630 Epoch 2315/5000 148/148 [==============================] - 0s 74us/step - loss: 23606.7954 - mean_absolute_error: 126.4170 - val_loss: 47651.2717 - val_mean_absolute_error: 198.4989 Epoch 2316/5000 148/148 [==============================] - 0s 74us/step - loss: 23590.1469 - mean_absolute_error: 126.3483 - val_loss: 47623.1847 - val_mean_absolute_error: 198.4330 Epoch 2317/5000 148/148 [==============================] - 0s 68us/step - loss: 23574.5741 - mean_absolute_error: 126.2890 - val_loss: 47595.6038 - val_mean_absolute_error: 198.3686 Epoch 2318/5000 148/148 [==============================] - 0s 74us/step - loss: 23559.1542 - mean_absolute_error: 126.2354 - val_loss: 47567.1023 - val_mean_absolute_error: 198.3026 Epoch 2319/5000 148/148 [==============================] - 0s 74us/step - loss: 23542.5191 - mean_absolute_error: 126.1833 - val_loss: 47536.8784 - val_mean_absolute_error: 198.2324 Epoch 2320/5000 148/148 [==============================] - 0s 68us/step - loss: 23524.7060 - mean_absolute_error: 126.1341 - val_loss: 47506.6722 - val_mean_absolute_error: 198.1623 Epoch 2321/5000 148/148 [==============================] - 0s 68us/step - loss: 23507.9637 - mean_absolute_error: 126.0822 - val_loss: 47478.0511 - val_mean_absolute_error: 198.0960 Epoch 2322/5000 148/148 [==============================] - 0s 68us/step - loss: 23490.2162 - mean_absolute_error: 126.0284 - val_loss: 47448.3412 - val_mean_absolute_error: 198.0270 Epoch 2323/5000 148/148 [==============================] - 0s 68us/step - loss: 23473.9400 - mean_absolute_error: 125.9807 - val_loss: 47417.3669 - val_mean_absolute_error: 197.9552 Epoch 2324/5000 148/148 [==============================] - 0s 68us/step - loss: 23456.0299 - mean_absolute_error: 125.9260 - val_loss: 47388.8711 - val_mean_absolute_error: 197.8890 Epoch 2325/5000 148/148 [==============================] - 0s 74us/step - loss: 23440.3566 - mean_absolute_error: 125.8783 - val_loss: 47358.7434 - val_mean_absolute_error: 197.8194 Epoch 2326/5000 148/148 [==============================] - 0s 61us/step - loss: 23423.5326 - mean_absolute_error: 125.8453 - val_loss: 47330.3150 - val_mean_absolute_error: 197.7543 Epoch 2327/5000 148/148 [==============================] - 0s 68us/step - loss: 23407.4637 - mean_absolute_error: 125.8240 - val_loss: 47303.0816 - val_mean_absolute_error: 197.6915 Epoch 2328/5000 148/148 [==============================] - 0s 74us/step - loss: 23390.9215 - mean_absolute_error: 125.7720 - val_loss: 47274.7744 - val_mean_absolute_error: 197.6256 Epoch 2329/5000 148/148 [==============================] - 0s 68us/step - loss: 23374.1332 - mean_absolute_error: 125.7296 - val_loss: 47244.3153 - val_mean_absolute_error: 197.5542 Epoch 2330/5000 148/148 [==============================] - 0s 68us/step - loss: 23356.4430 - mean_absolute_error: 125.6741 - val_loss: 47215.4378 - val_mean_absolute_error: 197.4865 Epoch 2331/5000 148/148 [==============================] - 0s 74us/step - loss: 23340.3350 - mean_absolute_error: 125.6131 - val_loss: 47186.9884 - val_mean_absolute_error: 197.4198 Epoch 2332/5000 148/148 [==============================] - 0s 61us/step - loss: 23323.3125 - mean_absolute_error: 125.5527 - val_loss: 47158.2152 - val_mean_absolute_error: 197.3526 Epoch 2333/5000 148/148 [==============================] - 0s 61us/step - loss: 23306.2592 - mean_absolute_error: 125.4971 - val_loss: 47130.8573 - val_mean_absolute_error: 197.2885 Epoch 2334/5000 148/148 [==============================] - 0s 74us/step - loss: 23290.7375 - mean_absolute_error: 125.4449 - val_loss: 47104.3342 - val_mean_absolute_error: 197.2256 Epoch 2335/5000 148/148 [==============================] - 0s 68us/step - loss: 23275.2428 - mean_absolute_error: 125.3896 - val_loss: 47078.2381 - val_mean_absolute_error: 197.1639 Epoch 2336/5000 148/148 [==============================] - 0s 68us/step - loss: 23259.7339 - mean_absolute_error: 125.3228 - val_loss: 47052.2906 - val_mean_absolute_error: 197.1029 Epoch 2337/5000 148/148 [==============================] - 0s 68us/step - loss: 23244.3656 - mean_absolute_error: 125.2507 - val_loss: 47022.8527 - val_mean_absolute_error: 197.0338 Epoch 2338/5000 148/148 [==============================] - 0s 74us/step - loss: 23227.6060 - mean_absolute_error: 125.1868 - val_loss: 46995.7752 - val_mean_absolute_error: 196.9704 Epoch 2339/5000 148/148 [==============================] - 0s 68us/step - loss: 23212.5777 - mean_absolute_error: 125.1220 - val_loss: 46969.1477 - val_mean_absolute_error: 196.9080 Epoch 2340/5000 148/148 [==============================] - 0s 74us/step - loss: 23196.0297 - mean_absolute_error: 125.0514 - val_loss: 46941.6441 - val_mean_absolute_error: 196.8436 Epoch 2341/5000 148/148 [==============================] - 0s 74us/step - loss: 23179.9900 - mean_absolute_error: 124.9905 - val_loss: 46912.7416 - val_mean_absolute_error: 196.7761 Epoch 2342/5000 148/148 [==============================] - 0s 74us/step - loss: 23162.7938 - mean_absolute_error: 124.9300 - val_loss: 46884.0667 - val_mean_absolute_error: 196.7089 Epoch 2343/5000 148/148 [==============================] - 0s 68us/step - loss: 23146.9017 - mean_absolute_error: 124.8733 - val_loss: 46856.7489 - val_mean_absolute_error: 196.6448 Epoch 2344/5000 148/148 [==============================] - 0s 68us/step - loss: 23132.3906 - mean_absolute_error: 124.8158 - val_loss: 46828.9272 - val_mean_absolute_error: 196.5791 Epoch 2345/5000 148/148 [==============================] - 0s 81us/step - loss: 23116.1247 - mean_absolute_error: 124.7595 - val_loss: 46800.1252 - val_mean_absolute_error: 196.5114 Epoch 2346/5000 148/148 [==============================] - 0s 68us/step - loss: 23099.8018 - mean_absolute_error: 124.7093 - val_loss: 46769.9814 - val_mean_absolute_error: 196.4409 Epoch 2347/5000 148/148 [==============================] - 0s 68us/step - loss: 23081.0371 - mean_absolute_error: 124.6803 - val_loss: 46739.8502 - val_mean_absolute_error: 196.3708 Epoch 2348/5000 148/148 [==============================] - 0s 74us/step - loss: 23066.9221 - mean_absolute_error: 124.6775 - val_loss: 46710.6278 - val_mean_absolute_error: 196.3016 Epoch 2349/5000 148/148 [==============================] - 0s 74us/step - loss: 23048.7297 - mean_absolute_error: 124.6329 - val_loss: 46681.8702 - val_mean_absolute_error: 196.2329 Epoch 2350/5000 148/148 [==============================] - 0s 61us/step - loss: 23033.0442 - mean_absolute_error: 124.5846 - val_loss: 46653.6698 - val_mean_absolute_error: 196.1657 Epoch 2351/5000 148/148 [==============================] - 0s 74us/step - loss: 23018.9398 - mean_absolute_error: 124.5508 - val_loss: 46626.8944 - val_mean_absolute_error: 196.1024 Epoch 2352/5000 148/148 [==============================] - 0s 68us/step - loss: 23002.1187 - mean_absolute_error: 124.4986 - val_loss: 46600.1703 - val_mean_absolute_error: 196.0391 Epoch 2353/5000 148/148 [==============================] - 0s 68us/step - loss: 22987.7406 - mean_absolute_error: 124.4520 - val_loss: 46573.1458 - val_mean_absolute_error: 195.9750 Epoch 2354/5000 148/148 [==============================] - 0s 74us/step - loss: 22972.1185 - mean_absolute_error: 124.4004 - val_loss: 46546.4359 - val_mean_absolute_error: 195.9120 Epoch 2355/5000 148/148 [==============================] - 0s 68us/step - loss: 22957.9053 - mean_absolute_error: 124.3676 - val_loss: 46517.2433 - val_mean_absolute_error: 195.8431 Epoch 2356/5000 148/148 [==============================] - 0s 68us/step - loss: 22940.4622 - mean_absolute_error: 124.3147 - val_loss: 46488.2011 - val_mean_absolute_error: 195.7737 Epoch 2357/5000 148/148 [==============================] - 0s 61us/step - loss: 22924.1333 - mean_absolute_error: 124.2605 - val_loss: 46459.8747 - val_mean_absolute_error: 195.7062 Epoch 2358/5000 148/148 [==============================] - 0s 68us/step - loss: 22907.6999 - mean_absolute_error: 124.2088 - val_loss: 46431.3089 - val_mean_absolute_error: 195.6388 Epoch 2359/5000 148/148 [==============================] - 0s 68us/step - loss: 22892.2027 - mean_absolute_error: 124.1676 - val_loss: 46402.0772 - val_mean_absolute_error: 195.5697 Epoch 2360/5000 148/148 [==============================] - 0s 68us/step - loss: 22875.7551 - mean_absolute_error: 124.1151 - val_loss: 46374.4872 - val_mean_absolute_error: 195.5044 Epoch 2361/5000 148/148 [==============================] - 0s 74us/step - loss: 22861.5338 - mean_absolute_error: 124.0540 - val_loss: 46349.4987 - val_mean_absolute_error: 195.4451 Epoch 2362/5000 148/148 [==============================] - 0s 68us/step - loss: 22846.3744 - mean_absolute_error: 123.9676 - val_loss: 46325.3297 - val_mean_absolute_error: 195.3878 Epoch 2363/5000 148/148 [==============================] - 0s 68us/step - loss: 22832.7777 - mean_absolute_error: 123.9044 - val_loss: 46299.3541 - val_mean_absolute_error: 195.3261 Epoch 2364/5000 148/148 [==============================] - 0s 74us/step - loss: 22817.1852 - mean_absolute_error: 123.8417 - val_loss: 46271.4448 - val_mean_absolute_error: 195.2594 Epoch 2365/5000 148/148 [==============================] - 0s 68us/step - loss: 22801.5321 - mean_absolute_error: 123.7844 - val_loss: 46241.9986 - val_mean_absolute_error: 195.1894 Epoch 2366/5000 148/148 [==============================] - 0s 68us/step - loss: 22785.5951 - mean_absolute_error: 123.7434 - val_loss: 46212.2000 - val_mean_absolute_error: 195.1193 Epoch 2367/5000 148/148 [==============================] - 0s 74us/step - loss: 22768.9669 - mean_absolute_error: 123.7186 - val_loss: 46182.3858 - val_mean_absolute_error: 195.0488 Epoch 2368/5000 148/148 [==============================] - 0s 74us/step - loss: 22752.4379 - mean_absolute_error: 123.6616 - val_loss: 46153.1991 - val_mean_absolute_error: 194.9795 Epoch 2369/5000 148/148 [==============================] - 0s 68us/step - loss: 22735.7584 - mean_absolute_error: 123.6050 - val_loss: 46124.5347 - val_mean_absolute_error: 194.9113 Epoch 2370/5000 148/148 [==============================] - 0s 88us/step - loss: 22719.5202 - mean_absolute_error: 123.5519 - val_loss: 46094.8608 - val_mean_absolute_error: 194.8408 Epoch 2371/5000 148/148 [==============================] - 0s 74us/step - loss: 22702.7244 - mean_absolute_error: 123.5088 - val_loss: 46063.6338 - val_mean_absolute_error: 194.7662 Epoch 2372/5000 148/148 [==============================] - 0s 74us/step - loss: 22684.8922 - mean_absolute_error: 123.4593 - val_loss: 46034.0466 - val_mean_absolute_error: 194.6960 Epoch 2373/5000 148/148 [==============================] - 0s 74us/step - loss: 22669.6422 - mean_absolute_error: 123.4199 - val_loss: 46005.3802 - val_mean_absolute_error: 194.6280 Epoch 2374/5000 148/148 [==============================] - 0s 61us/step - loss: 22653.0962 - mean_absolute_error: 123.3729 - val_loss: 45976.5638 - val_mean_absolute_error: 194.5596 Epoch 2375/5000 148/148 [==============================] - 0s 81us/step - loss: 22637.1640 - mean_absolute_error: 123.3278 - val_loss: 45949.2316 - val_mean_absolute_error: 194.4950 Epoch 2376/5000 148/148 [==============================] - 0s 68us/step - loss: 22621.6058 - mean_absolute_error: 123.2932 - val_loss: 45921.9997 - val_mean_absolute_error: 194.4306 Epoch 2377/5000 148/148 [==============================] - 0s 68us/step - loss: 22606.4259 - mean_absolute_error: 123.2525 - val_loss: 45894.9114 - val_mean_absolute_error: 194.3664 Epoch 2378/5000 148/148 [==============================] - 0s 74us/step - loss: 22591.5901 - mean_absolute_error: 123.2043 - val_loss: 45867.1189 - val_mean_absolute_error: 194.3005 Epoch 2379/5000 148/148 [==============================] - 0s 68us/step - loss: 22575.7901 - mean_absolute_error: 123.1461 - val_loss: 45839.3472 - val_mean_absolute_error: 194.2347 Epoch 2380/5000 148/148 [==============================] - 0s 61us/step - loss: 22559.0886 - mean_absolute_error: 123.0899 - val_loss: 45809.5836 - val_mean_absolute_error: 194.1644 Epoch 2381/5000 148/148 [==============================] - 0s 74us/step - loss: 22542.8006 - mean_absolute_error: 123.0460 - val_loss: 45780.6641 - val_mean_absolute_error: 194.0965 Epoch 2382/5000 148/148 [==============================] - 0s 61us/step - loss: 22526.5672 - mean_absolute_error: 122.9967 - val_loss: 45754.0669 - val_mean_absolute_error: 194.0334 Epoch 2383/5000 148/148 [==============================] - 0s 68us/step - loss: 22510.9171 - mean_absolute_error: 122.9475 - val_loss: 45726.8262 - val_mean_absolute_error: 193.9686 Epoch 2384/5000 148/148 [==============================] - 0s 74us/step - loss: 22494.9917 - mean_absolute_error: 122.8982 - val_loss: 45699.9855 - val_mean_absolute_error: 193.9051 Epoch 2385/5000 148/148 [==============================] - 0s 68us/step - loss: 22480.5303 - mean_absolute_error: 122.8529 - val_loss: 45673.6930 - val_mean_absolute_error: 193.8433 Epoch 2386/5000 148/148 [==============================] - 0s 68us/step - loss: 22464.8802 - mean_absolute_error: 122.8016 - val_loss: 45648.5711 - val_mean_absolute_error: 193.7845 Epoch 2387/5000 148/148 [==============================] - 0s 68us/step - loss: 22451.5063 - mean_absolute_error: 122.7505 - val_loss: 45623.4508 - val_mean_absolute_error: 193.7254 Epoch 2388/5000 148/148 [==============================] - 0s 68us/step - loss: 22437.0393 - mean_absolute_error: 122.6941 - val_loss: 45600.8273 - val_mean_absolute_error: 193.6718 Epoch 2389/5000 148/148 [==============================] - 0s 68us/step - loss: 22423.3484 - mean_absolute_error: 122.6437 - val_loss: 45574.8570 - val_mean_absolute_error: 193.6103 Epoch 2390/5000 148/148 [==============================] - 0s 68us/step - loss: 22409.3241 - mean_absolute_error: 122.5924 - val_loss: 45550.0842 - val_mean_absolute_error: 193.5517 Epoch 2391/5000 148/148 [==============================] - 0s 74us/step - loss: 22394.0626 - mean_absolute_error: 122.5337 - val_loss: 45524.6789 - val_mean_absolute_error: 193.4917 Epoch 2392/5000 148/148 [==============================] - 0s 68us/step - loss: 22379.5734 - mean_absolute_error: 122.4810 - val_loss: 45498.9875 - val_mean_absolute_error: 193.4309 Epoch 2393/5000 148/148 [==============================] - 0s 74us/step - loss: 22363.9060 - mean_absolute_error: 122.4213 - val_loss: 45474.9623 - val_mean_absolute_error: 193.3740 Epoch 2394/5000 148/148 [==============================] - 0s 74us/step - loss: 22350.0891 - mean_absolute_error: 122.3571 - val_loss: 45450.7806 - val_mean_absolute_error: 193.3166 Epoch 2395/5000 148/148 [==============================] - 0s 68us/step - loss: 22337.9944 - mean_absolute_error: 122.2957 - val_loss: 45423.5239 - val_mean_absolute_error: 193.2524 Epoch 2396/5000 148/148 [==============================] - 0s 74us/step - loss: 22323.3216 - mean_absolute_error: 122.2707 - val_loss: 45391.2422 - val_mean_absolute_error: 193.1780 Epoch 2397/5000 148/148 [==============================] - 0s 81us/step - loss: 22300.6053 - mean_absolute_error: 122.2701 - val_loss: 45360.0491 - val_mean_absolute_error: 193.1053 Epoch 2398/5000 148/148 [==============================] - 0s 74us/step - loss: 22286.9631 - mean_absolute_error: 122.2723 - val_loss: 45331.6963 - val_mean_absolute_error: 193.0391 Epoch 2399/5000 148/148 [==============================] - 0s 61us/step - loss: 22269.5963 - mean_absolute_error: 122.2565 - val_loss: 45303.0744 - val_mean_absolute_error: 192.9718 Epoch 2400/5000 148/148 [==============================] - 0s 74us/step - loss: 22253.1010 - mean_absolute_error: 122.2085 - val_loss: 45275.2252 - val_mean_absolute_error: 192.9058 Epoch 2401/5000 148/148 [==============================] - 0s 68us/step - loss: 22236.8668 - mean_absolute_error: 122.1573 - val_loss: 45245.9859 - val_mean_absolute_error: 192.8370 Epoch 2402/5000 148/148 [==============================] - 0s 74us/step - loss: 22220.5149 - mean_absolute_error: 122.1091 - val_loss: 45217.2027 - val_mean_absolute_error: 192.7687 Epoch 2403/5000 148/148 [==============================] - 0s 61us/step - loss: 22204.9942 - mean_absolute_error: 122.0559 - val_loss: 45188.7859 - val_mean_absolute_error: 192.7005 Epoch 2404/5000 148/148 [==============================] - 0s 74us/step - loss: 22188.3943 - mean_absolute_error: 121.9999 - val_loss: 45160.5253 - val_mean_absolute_error: 192.6331 Epoch 2405/5000 148/148 [==============================] - 0s 74us/step - loss: 22173.3243 - mean_absolute_error: 121.9518 - val_loss: 45131.8917 - val_mean_absolute_error: 192.5648 Epoch 2406/5000 148/148 [==============================] - 0s 61us/step - loss: 22156.9871 - mean_absolute_error: 121.9121 - val_loss: 45103.1555 - val_mean_absolute_error: 192.4967 Epoch 2407/5000 148/148 [==============================] - 0s 68us/step - loss: 22140.8215 - mean_absolute_error: 121.8873 - val_loss: 45074.5091 - val_mean_absolute_error: 192.4290 Epoch 2408/5000 148/148 [==============================] - 0s 68us/step - loss: 22125.1002 - mean_absolute_error: 121.8548 - val_loss: 45046.3281 - val_mean_absolute_error: 192.3622 Epoch 2409/5000 148/148 [==============================] - 0s 74us/step - loss: 22109.0986 - mean_absolute_error: 121.8153 - val_loss: 45019.2431 - val_mean_absolute_error: 192.2978 Epoch 2410/5000 148/148 [==============================] - 0s 68us/step - loss: 22093.5214 - mean_absolute_error: 121.7673 - val_loss: 44992.0477 - val_mean_absolute_error: 192.2331 Epoch 2411/5000 148/148 [==============================] - 0s 68us/step - loss: 22077.4225 - mean_absolute_error: 121.7163 - val_loss: 44965.4677 - val_mean_absolute_error: 192.1697 Epoch 2412/5000 148/148 [==============================] - 0s 74us/step - loss: 22063.7025 - mean_absolute_error: 121.6768 - val_loss: 44938.5273 - val_mean_absolute_error: 192.1053 Epoch 2413/5000 148/148 [==============================] - 0s 68us/step - loss: 22047.2388 - mean_absolute_error: 121.6223 - val_loss: 44912.5431 - val_mean_absolute_error: 192.0426 Epoch 2414/5000 148/148 [==============================] - 0s 74us/step - loss: 22032.7214 - mean_absolute_error: 121.5580 - val_loss: 44885.2478 - val_mean_absolute_error: 191.9772 Epoch 2415/5000 148/148 [==============================] - 0s 74us/step - loss: 22017.3198 - mean_absolute_error: 121.5027 - val_loss: 44859.6522 - val_mean_absolute_error: 191.9160 Epoch 2416/5000 148/148 [==============================] - 0s 68us/step - loss: 22003.3749 - mean_absolute_error: 121.4519 - val_loss: 44834.7331 - val_mean_absolute_error: 191.8563 Epoch 2417/5000 148/148 [==============================] - 0s 68us/step - loss: 21987.9203 - mean_absolute_error: 121.3878 - val_loss: 44809.2833 - val_mean_absolute_error: 191.7957 Epoch 2418/5000 148/148 [==============================] - 0s 74us/step - loss: 21973.9350 - mean_absolute_error: 121.3368 - val_loss: 44782.7183 - val_mean_absolute_error: 191.7322 Epoch 2419/5000 148/148 [==============================] - 0s 68us/step - loss: 21958.9085 - mean_absolute_error: 121.2838 - val_loss: 44754.0287 - val_mean_absolute_error: 191.6638 Epoch 2420/5000 148/148 [==============================] - 0s 68us/step - loss: 21942.4217 - mean_absolute_error: 121.2278 - val_loss: 44726.8150 - val_mean_absolute_error: 191.5985 Epoch 2421/5000 148/148 [==============================] - 0s 74us/step - loss: 21927.0727 - mean_absolute_error: 121.1712 - val_loss: 44701.0692 - val_mean_absolute_error: 191.5367 Epoch 2422/5000 148/148 [==============================] - 0s 74us/step - loss: 21913.1427 - mean_absolute_error: 121.1157 - val_loss: 44675.0250 - val_mean_absolute_error: 191.4743 Epoch 2423/5000 148/148 [==============================] - 0s 68us/step - loss: 21899.1957 - mean_absolute_error: 121.0618 - val_loss: 44649.7594 - val_mean_absolute_error: 191.4135 Epoch 2424/5000 148/148 [==============================] - 0s 68us/step - loss: 21884.7864 - mean_absolute_error: 121.0112 - val_loss: 44622.1305 - val_mean_absolute_error: 191.3479 Epoch 2425/5000 148/148 [==============================] - 0s 68us/step - loss: 21867.8728 - mean_absolute_error: 121.0156 - val_loss: 44590.7880 - val_mean_absolute_error: 191.2750 Epoch 2426/5000 148/148 [==============================] - 0s 74us/step - loss: 21853.2894 - mean_absolute_error: 121.0226 - val_loss: 44559.2109 - val_mean_absolute_error: 191.2009 Epoch 2427/5000 148/148 [==============================] - 0s 68us/step - loss: 21834.1846 - mean_absolute_error: 121.0186 - val_loss: 44529.2491 - val_mean_absolute_error: 191.1302 Epoch 2428/5000 148/148 [==============================] - 0s 61us/step - loss: 21819.3575 - mean_absolute_error: 120.9979 - val_loss: 44501.1116 - val_mean_absolute_error: 191.0636 Epoch 2429/5000 148/148 [==============================] - 0s 68us/step - loss: 21803.8034 - mean_absolute_error: 120.9544 - val_loss: 44474.6389 - val_mean_absolute_error: 191.0006 Epoch 2430/5000 148/148 [==============================] - 0s 74us/step - loss: 21789.3292 - mean_absolute_error: 120.9160 - val_loss: 44447.3420 - val_mean_absolute_error: 190.9353 Epoch 2431/5000 148/148 [==============================] - 0s 68us/step - loss: 21773.8756 - mean_absolute_error: 120.8844 - val_loss: 44420.2686 - val_mean_absolute_error: 190.8704 Epoch 2432/5000 148/148 [==============================] - 0s 74us/step - loss: 21758.3668 - mean_absolute_error: 120.8378 - val_loss: 44393.5728 - val_mean_absolute_error: 190.8061 Epoch 2433/5000 148/148 [==============================] - 0s 81us/step - loss: 21744.4003 - mean_absolute_error: 120.7880 - val_loss: 44365.6167 - val_mean_absolute_error: 190.7392 Epoch 2434/5000 148/148 [==============================] - 0s 74us/step - loss: 21726.2269 - mean_absolute_error: 120.7694 - val_loss: 44334.7747 - val_mean_absolute_error: 190.6668 Epoch 2435/5000 148/148 [==============================] - 0s 74us/step - loss: 21712.0742 - mean_absolute_error: 120.7856 - val_loss: 44305.7812 - val_mean_absolute_error: 190.5979 Epoch 2436/5000 148/148 [==============================] - 0s 68us/step - loss: 21698.7788 - mean_absolute_error: 120.7635 - val_loss: 44279.6673 - val_mean_absolute_error: 190.5353 Epoch 2437/5000 148/148 [==============================] - 0s 61us/step - loss: 21684.4040 - mean_absolute_error: 120.7242 - val_loss: 44252.6880 - val_mean_absolute_error: 190.4708 Epoch 2438/5000 148/148 [==============================] - 0s 74us/step - loss: 21668.8465 - mean_absolute_error: 120.7048 - val_loss: 44228.0245 - val_mean_absolute_error: 190.4122 Epoch 2439/5000 148/148 [==============================] - 0s 68us/step - loss: 21654.8778 - mean_absolute_error: 120.6844 - val_loss: 44204.1283 - val_mean_absolute_error: 190.3546 Epoch 2440/5000 148/148 [==============================] - 0s 68us/step - loss: 21640.8235 - mean_absolute_error: 120.6568 - val_loss: 44177.3998 - val_mean_absolute_error: 190.2904 Epoch 2441/5000 148/148 [==============================] - 0s 68us/step - loss: 21625.8890 - mean_absolute_error: 120.6182 - val_loss: 44150.7039 - val_mean_absolute_error: 190.2258 Epoch 2442/5000 148/148 [==============================] - 0s 68us/step - loss: 21609.7694 - mean_absolute_error: 120.5564 - val_loss: 44123.9236 - val_mean_absolute_error: 190.1603 Epoch 2443/5000 148/148 [==============================] - 0s 68us/step - loss: 21594.2140 - mean_absolute_error: 120.4949 - val_loss: 44097.1241 - val_mean_absolute_error: 190.0963 Epoch 2444/5000 148/148 [==============================] - 0s 74us/step - loss: 21578.3396 - mean_absolute_error: 120.4346 - val_loss: 44068.4731 - val_mean_absolute_error: 190.0290 Epoch 2445/5000 148/148 [==============================] - 0s 74us/step - loss: 21560.4643 - mean_absolute_error: 120.3640 - val_loss: 44040.4123 - val_mean_absolute_error: 189.9630 Epoch 2446/5000 148/148 [==============================] - 0s 61us/step - loss: 21546.0301 - mean_absolute_error: 120.3002 - val_loss: 44013.3202 - val_mean_absolute_error: 189.8985 Epoch 2447/5000 148/148 [==============================] - 0s 71us/step - loss: 21529.1783 - mean_absolute_error: 120.2338 - val_loss: 43986.1475 - val_mean_absolute_error: 189.8344 Epoch 2448/5000 148/148 [==============================] - 0s 74us/step - loss: 21514.0366 - mean_absolute_error: 120.1743 - val_loss: 43959.3519 - val_mean_absolute_error: 189.7715 Epoch 2449/5000 148/148 [==============================] - 0s 74us/step - loss: 21499.3717 - mean_absolute_error: 120.1101 - val_loss: 43933.0373 - val_mean_absolute_error: 189.7099 Epoch 2450/5000 148/148 [==============================] - 0s 61us/step - loss: 21483.8107 - mean_absolute_error: 120.0499 - val_loss: 43905.3550 - val_mean_absolute_error: 189.6451 Epoch 2451/5000 148/148 [==============================] - 0s 68us/step - loss: 21468.1317 - mean_absolute_error: 119.9946 - val_loss: 43878.8825 - val_mean_absolute_error: 189.5831 Epoch 2452/5000 148/148 [==============================] - 0s 68us/step - loss: 21453.7889 - mean_absolute_error: 119.9450 - val_loss: 43851.6867 - val_mean_absolute_error: 189.5196 Epoch 2453/5000 148/148 [==============================] - 0s 68us/step - loss: 21433.5512 - mean_absolute_error: 119.9132 - val_loss: 43823.2769 - val_mean_absolute_error: 189.4542 Epoch 2454/5000 148/148 [==============================] - 0s 74us/step - loss: 21426.7850 - mean_absolute_error: 119.9511 - val_loss: 43795.2778 - val_mean_absolute_error: 189.3893 Epoch 2455/5000 148/148 [==============================] - 0s 68us/step - loss: 21410.3336 - mean_absolute_error: 119.9392 - val_loss: 43765.9028 - val_mean_absolute_error: 189.3208 Epoch 2456/5000 148/148 [==============================] - 0s 68us/step - loss: 21396.1837 - mean_absolute_error: 119.9176 - val_loss: 43735.7147 - val_mean_absolute_error: 189.2501 Epoch 2457/5000 148/148 [==============================] - 0s 68us/step - loss: 21379.5993 - mean_absolute_error: 119.8734 - val_loss: 43707.1852 - val_mean_absolute_error: 189.1833 Epoch 2458/5000 148/148 [==============================] - 0s 61us/step - loss: 21364.3344 - mean_absolute_error: 119.8345 - val_loss: 43680.2608 - val_mean_absolute_error: 189.1205 Epoch 2459/5000 148/148 [==============================] - 0s 68us/step - loss: 21348.3766 - mean_absolute_error: 119.8209 - val_loss: 43652.5780 - val_mean_absolute_error: 189.0562 Epoch 2460/5000 148/148 [==============================] - 0s 74us/step - loss: 21335.1128 - mean_absolute_error: 119.8057 - val_loss: 43623.3759 - val_mean_absolute_error: 188.9881 Epoch 2461/5000 148/148 [==============================] - 0s 61us/step - loss: 21319.5904 - mean_absolute_error: 119.7756 - val_loss: 43595.2622 - val_mean_absolute_error: 188.9222 Epoch 2462/5000 148/148 [==============================] - 0s 74us/step - loss: 21304.8485 - mean_absolute_error: 119.7440 - val_loss: 43567.4859 - val_mean_absolute_error: 188.8571 Epoch 2463/5000 148/148 [==============================] - 0s 68us/step - loss: 21290.3565 - mean_absolute_error: 119.7062 - val_loss: 43537.8411 - val_mean_absolute_error: 188.7878 Epoch 2464/5000 148/148 [==============================] - 0s 81us/step - loss: 21275.5291 - mean_absolute_error: 119.7177 - val_loss: 43507.9844 - val_mean_absolute_error: 188.7184 Epoch 2465/5000 148/148 [==============================] - 0s 61us/step - loss: 21262.3684 - mean_absolute_error: 119.7168 - val_loss: 43481.7502 - val_mean_absolute_error: 188.6559 Epoch 2466/5000 148/148 [==============================] - 0s 81us/step - loss: 21249.7935 - mean_absolute_error: 119.6987 - val_loss: 43456.0847 - val_mean_absolute_error: 188.5948 Epoch 2467/5000 148/148 [==============================] - 0s 74us/step - loss: 21236.1154 - mean_absolute_error: 119.6612 - val_loss: 43429.3772 - val_mean_absolute_error: 188.5314 Epoch 2468/5000 148/148 [==============================] - 0s 81us/step - loss: 21221.6348 - mean_absolute_error: 119.6217 - val_loss: 43402.3045 - val_mean_absolute_error: 188.4672 Epoch 2469/5000 148/148 [==============================] - 0s 88us/step - loss: 21205.9333 - mean_absolute_error: 119.5652 - val_loss: 43375.6192 - val_mean_absolute_error: 188.4032 Epoch 2470/5000 148/148 [==============================] - 0s 81us/step - loss: 21189.2582 - mean_absolute_error: 119.4999 - val_loss: 43348.0536 - val_mean_absolute_error: 188.3374 Epoch 2471/5000 148/148 [==============================] - 0s 81us/step - loss: 21170.7439 - mean_absolute_error: 119.4268 - val_loss: 43322.2242 - val_mean_absolute_error: 188.2752 Epoch 2472/5000 148/148 [==============================] - 0s 95us/step - loss: 21155.9596 - mean_absolute_error: 119.3555 - val_loss: 43297.2211 - val_mean_absolute_error: 188.2153 Epoch 2473/5000 148/148 [==============================] - 0s 88us/step - loss: 21143.6647 - mean_absolute_error: 119.2966 - val_loss: 43272.9903 - val_mean_absolute_error: 188.1573 Epoch 2474/5000 148/148 [==============================] - 0s 95us/step - loss: 21127.0156 - mean_absolute_error: 119.2269 - val_loss: 43247.5072 - val_mean_absolute_error: 188.0965 Epoch 2475/5000 148/148 [==============================] - 0s 81us/step - loss: 21111.0305 - mean_absolute_error: 119.1657 - val_loss: 43222.5034 - val_mean_absolute_error: 188.0361 Epoch 2476/5000 148/148 [==============================] - 0s 68us/step - loss: 21096.5106 - mean_absolute_error: 119.1024 - val_loss: 43197.0450 - val_mean_absolute_error: 187.9749 Epoch 2477/5000 148/148 [==============================] - 0s 81us/step - loss: 21080.4536 - mean_absolute_error: 119.0321 - val_loss: 43171.4330 - val_mean_absolute_error: 187.9129 Epoch 2478/5000 148/148 [==============================] - 0s 81us/step - loss: 21065.7239 - mean_absolute_error: 118.9699 - val_loss: 43146.1903 - val_mean_absolute_error: 187.8522 Epoch 2479/5000 148/148 [==============================] - 0s 74us/step - loss: 21049.9497 - mean_absolute_error: 118.9055 - val_loss: 43120.9641 - val_mean_absolute_error: 187.7918 Epoch 2480/5000 148/148 [==============================] - 0s 68us/step - loss: 21037.0885 - mean_absolute_error: 118.8356 - val_loss: 43095.1448 - val_mean_absolute_error: 187.7299 Epoch 2481/5000 148/148 [==============================] - 0s 81us/step - loss: 21020.8576 - mean_absolute_error: 118.7651 - val_loss: 43071.1780 - val_mean_absolute_error: 187.6725 Epoch 2482/5000 148/148 [==============================] - 0s 81us/step - loss: 21006.2085 - mean_absolute_error: 118.6858 - val_loss: 43048.5783 - val_mean_absolute_error: 187.6185 Epoch 2483/5000 148/148 [==============================] - 0s 81us/step - loss: 20991.4370 - mean_absolute_error: 118.6119 - val_loss: 43024.1802 - val_mean_absolute_error: 187.5604 Epoch 2484/5000 148/148 [==============================] - 0s 61us/step - loss: 20978.4142 - mean_absolute_error: 118.5505 - val_loss: 42998.8656 - val_mean_absolute_error: 187.5001 Epoch 2485/5000 148/148 [==============================] - 0s 81us/step - loss: 20964.0200 - mean_absolute_error: 118.4974 - val_loss: 42973.0481 - val_mean_absolute_error: 187.4385 Epoch 2486/5000 148/148 [==============================] - 0s 81us/step - loss: 20949.5503 - mean_absolute_error: 118.4466 - val_loss: 42948.8617 - val_mean_absolute_error: 187.3809 Epoch 2487/5000 148/148 [==============================] - 0s 68us/step - loss: 20935.7368 - mean_absolute_error: 118.4018 - val_loss: 42924.0873 - val_mean_absolute_error: 187.3222 Epoch 2488/5000 148/148 [==============================] - 0s 81us/step - loss: 20922.4621 - mean_absolute_error: 118.3619 - val_loss: 42897.8625 - val_mean_absolute_error: 187.2599 Epoch 2489/5000 148/148 [==============================] - 0s 74us/step - loss: 20907.5189 - mean_absolute_error: 118.3172 - val_loss: 42871.6195 - val_mean_absolute_error: 187.1974 Epoch 2490/5000 148/148 [==============================] - 0s 74us/step - loss: 20893.0274 - mean_absolute_error: 118.2726 - val_loss: 42847.8628 - val_mean_absolute_error: 187.1410 Epoch 2491/5000 148/148 [==============================] - 0s 74us/step - loss: 20880.2442 - mean_absolute_error: 118.2273 - val_loss: 42823.1902 - val_mean_absolute_error: 187.0822 Epoch 2492/5000 148/148 [==============================] - 0s 68us/step - loss: 20865.9023 - mean_absolute_error: 118.1883 - val_loss: 42796.6516 - val_mean_absolute_error: 187.0194 Epoch 2493/5000 148/148 [==============================] - 0s 68us/step - loss: 20850.5819 - mean_absolute_error: 118.1552 - val_loss: 42770.0083 - val_mean_absolute_error: 186.9559 Epoch 2494/5000 148/148 [==============================] - 0s 68us/step - loss: 20835.5879 - mean_absolute_error: 118.1309 - val_loss: 42742.2244 - val_mean_absolute_error: 186.8896 Epoch 2495/5000 148/148 [==============================] - 0s 68us/step - loss: 20820.3403 - mean_absolute_error: 118.0981 - val_loss: 42713.8906 - val_mean_absolute_error: 186.8219 Epoch 2496/5000 148/148 [==============================] - 0s 81us/step - loss: 20804.9186 - mean_absolute_error: 118.0585 - val_loss: 42687.7513 - val_mean_absolute_error: 186.7595 Epoch 2497/5000 148/148 [==============================] - 0s 68us/step - loss: 20790.8847 - mean_absolute_error: 118.0197 - val_loss: 42660.2773 - val_mean_absolute_error: 186.6940 Epoch 2498/5000 148/148 [==============================] - 0s 74us/step - loss: 20781.7241 - mean_absolute_error: 118.0355 - val_loss: 42629.3938 - val_mean_absolute_error: 186.6214 Epoch 2499/5000 148/148 [==============================] - 0s 68us/step - loss: 20758.6462 - mean_absolute_error: 118.0159 - val_loss: 42600.0809 - val_mean_absolute_error: 186.5518 Epoch 2500/5000 148/148 [==============================] - 0s 68us/step - loss: 20748.9381 - mean_absolute_error: 118.0280 - val_loss: 42572.2209 - val_mean_absolute_error: 186.4856 Epoch 2501/5000 148/148 [==============================] - 0s 74us/step - loss: 20732.1420 - mean_absolute_error: 117.9890 - val_loss: 42545.4739 - val_mean_absolute_error: 186.4218 Epoch 2502/5000 148/148 [==============================] - 0s 68us/step - loss: 20717.1589 - mean_absolute_error: 117.9533 - val_loss: 42519.0837 - val_mean_absolute_error: 186.3588 Epoch 2503/5000 148/148 [==============================] - 0s 68us/step - loss: 20704.3798 - mean_absolute_error: 117.9609 - val_loss: 42489.0539 - val_mean_absolute_error: 186.2881 Epoch 2504/5000 148/148 [==============================] - 0s 68us/step - loss: 20694.8315 - mean_absolute_error: 117.9944 - val_loss: 42460.3342 - val_mean_absolute_error: 186.2198 Epoch 2505/5000 148/148 [==============================] - 0s 74us/step - loss: 20677.7566 - mean_absolute_error: 117.9645 - val_loss: 42432.9783 - val_mean_absolute_error: 186.1543 Epoch 2506/5000 148/148 [==============================] - 0s 74us/step - loss: 20663.3997 - mean_absolute_error: 117.9203 - val_loss: 42406.2867 - val_mean_absolute_error: 186.0901 Epoch 2507/5000 148/148 [==============================] - 0s 74us/step - loss: 20648.2685 - mean_absolute_error: 117.8691 - val_loss: 42379.0028 - val_mean_absolute_error: 186.0245 Epoch 2508/5000 148/148 [==============================] - 0s 68us/step - loss: 20633.4068 - mean_absolute_error: 117.8127 - val_loss: 42353.1606 - val_mean_absolute_error: 185.9623 Epoch 2509/5000 148/148 [==============================] - 0s 74us/step - loss: 20618.0395 - mean_absolute_error: 117.7634 - val_loss: 42325.9191 - val_mean_absolute_error: 185.8966 Epoch 2510/5000 148/148 [==============================] - 0s 61us/step - loss: 20602.2591 - mean_absolute_error: 117.7104 - val_loss: 42298.1211 - val_mean_absolute_error: 185.8295 Epoch 2511/5000 148/148 [==============================] - 0s 61us/step - loss: 20586.8412 - mean_absolute_error: 117.6565 - val_loss: 42271.2358 - val_mean_absolute_error: 185.7647 Epoch 2512/5000 148/148 [==============================] - 0s 74us/step - loss: 20571.8923 - mean_absolute_error: 117.6057 - val_loss: 42244.8680 - val_mean_absolute_error: 185.7010 Epoch 2513/5000 148/148 [==============================] - 0s 68us/step - loss: 20557.4938 - mean_absolute_error: 117.5544 - val_loss: 42219.4323 - val_mean_absolute_error: 185.6394 Epoch 2514/5000 148/148 [==============================] - 0s 61us/step - loss: 20541.7369 - mean_absolute_error: 117.4990 - val_loss: 42193.6953 - val_mean_absolute_error: 185.5771 Epoch 2515/5000 148/148 [==============================] - 0s 68us/step - loss: 20527.4667 - mean_absolute_error: 117.4530 - val_loss: 42168.7459 - val_mean_absolute_error: 185.5168 Epoch 2516/5000 148/148 [==============================] - 0s 68us/step - loss: 20512.6602 - mean_absolute_error: 117.4055 - val_loss: 42143.7487 - val_mean_absolute_error: 185.4563 Epoch 2517/5000 148/148 [==============================] - 0s 68us/step - loss: 20497.6716 - mean_absolute_error: 117.3534 - val_loss: 42119.8142 - val_mean_absolute_error: 185.3981 Epoch 2518/5000 148/148 [==============================] - 0s 74us/step - loss: 20483.9174 - mean_absolute_error: 117.3044 - val_loss: 42096.0059 - val_mean_absolute_error: 185.3401 Epoch 2519/5000 148/148 [==============================] - 0s 68us/step - loss: 20469.3707 - mean_absolute_error: 117.2325 - val_loss: 42073.6377 - val_mean_absolute_error: 185.2855 Epoch 2520/5000 148/148 [==============================] - 0s 61us/step - loss: 20457.4375 - mean_absolute_error: 117.1787 - val_loss: 42049.9608 - val_mean_absolute_error: 185.2277 Epoch 2521/5000 148/148 [==============================] - 0s 74us/step - loss: 20440.1660 - mean_absolute_error: 117.1073 - val_loss: 42025.1434 - val_mean_absolute_error: 185.1675 Epoch 2522/5000 148/148 [==============================] - 0s 68us/step - loss: 20427.0928 - mean_absolute_error: 117.0585 - val_loss: 42001.0508 - val_mean_absolute_error: 185.1089 Epoch 2523/5000 148/148 [==============================] - 0s 68us/step - loss: 20411.4645 - mean_absolute_error: 117.0042 - val_loss: 41975.5469 - val_mean_absolute_error: 185.0470 Epoch 2524/5000 148/148 [==============================] - 0s 74us/step - loss: 20396.3942 - mean_absolute_error: 116.9565 - val_loss: 41950.3438 - val_mean_absolute_error: 184.9858 Epoch 2525/5000 148/148 [==============================] - 0s 68us/step - loss: 20382.2507 - mean_absolute_error: 116.8980 - val_loss: 41926.0584 - val_mean_absolute_error: 184.9268 Epoch 2526/5000 148/148 [==============================] - 0s 61us/step - loss: 20368.2561 - mean_absolute_error: 116.8416 - val_loss: 41901.2202 - val_mean_absolute_error: 184.8663 Epoch 2527/5000 148/148 [==============================] - 0s 68us/step - loss: 20353.2636 - mean_absolute_error: 116.7942 - val_loss: 41875.2162 - val_mean_absolute_error: 184.8031 Epoch 2528/5000 148/148 [==============================] - 0s 81us/step - loss: 20337.9740 - mean_absolute_error: 116.7363 - val_loss: 41850.7470 - val_mean_absolute_error: 184.7435 Epoch 2529/5000 148/148 [==============================] - 0s 74us/step - loss: 20323.4345 - mean_absolute_error: 116.6862 - val_loss: 41823.9964 - val_mean_absolute_error: 184.6785 Epoch 2530/5000 148/148 [==============================] - 0s 61us/step - loss: 20308.0489 - mean_absolute_error: 116.6352 - val_loss: 41797.4902 - val_mean_absolute_error: 184.6141 Epoch 2531/5000 148/148 [==============================] - 0s 74us/step - loss: 20293.8162 - mean_absolute_error: 116.5878 - val_loss: 41771.6273 - val_mean_absolute_error: 184.5510 Epoch 2532/5000 148/148 [==============================] - 0s 74us/step - loss: 20278.4188 - mean_absolute_error: 116.5438 - val_loss: 41746.6927 - val_mean_absolute_error: 184.4901 Epoch 2533/5000 148/148 [==============================] - 0s 74us/step - loss: 20264.6289 - mean_absolute_error: 116.5035 - val_loss: 41721.3195 - val_mean_absolute_error: 184.4282 Epoch 2534/5000 148/148 [==============================] - 0s 68us/step - loss: 20249.7671 - mean_absolute_error: 116.4567 - val_loss: 41696.5017 - val_mean_absolute_error: 184.3676 Epoch 2535/5000 148/148 [==============================] - 0s 74us/step - loss: 20236.6639 - mean_absolute_error: 116.4114 - val_loss: 41672.4836 - val_mean_absolute_error: 184.3089 Epoch 2536/5000 148/148 [==============================] - 0s 68us/step - loss: 20221.6430 - mean_absolute_error: 116.3596 - val_loss: 41647.6636 - val_mean_absolute_error: 184.2484 Epoch 2537/5000 148/148 [==============================] - 0s 68us/step - loss: 20208.3308 - mean_absolute_error: 116.3173 - val_loss: 41622.8014 - val_mean_absolute_error: 184.1877 Epoch 2538/5000 148/148 [==============================] - 0s 61us/step - loss: 20193.7229 - mean_absolute_error: 116.2735 - val_loss: 41598.9091 - val_mean_absolute_error: 184.1296 Epoch 2539/5000 148/148 [==============================] - 0s 68us/step - loss: 20180.3889 - mean_absolute_error: 116.2346 - val_loss: 41574.1612 - val_mean_absolute_error: 184.0693 Epoch 2540/5000 148/148 [==============================] - 0s 74us/step - loss: 20166.4323 - mean_absolute_error: 116.2002 - val_loss: 41548.4798 - val_mean_absolute_error: 184.0067 Epoch 2541/5000 148/148 [==============================] - 0s 74us/step - loss: 20151.9646 - mean_absolute_error: 116.1619 - val_loss: 41521.9291 - val_mean_absolute_error: 183.9418 Epoch 2542/5000 148/148 [==============================] - 0s 74us/step - loss: 20137.4083 - mean_absolute_error: 116.1156 - val_loss: 41496.2703 - val_mean_absolute_error: 183.8790 Epoch 2543/5000 148/148 [==============================] - 0s 74us/step - loss: 20122.3949 - mean_absolute_error: 116.0583 - val_loss: 41469.8417 - val_mean_absolute_error: 183.8142 Epoch 2544/5000 148/148 [==============================] - 0s 81us/step - loss: 20108.4196 - mean_absolute_error: 115.9986 - val_loss: 41444.8892 - val_mean_absolute_error: 183.7529 Epoch 2545/5000 148/148 [==============================] - 0s 74us/step - loss: 20094.2707 - mean_absolute_error: 115.9491 - val_loss: 41419.5517 - val_mean_absolute_error: 183.6911 Epoch 2546/5000 148/148 [==============================] - 0s 74us/step - loss: 20080.6753 - mean_absolute_error: 115.9110 - val_loss: 41394.0188 - val_mean_absolute_error: 183.6287 Epoch 2547/5000 148/148 [==============================] - 0s 74us/step - loss: 20067.8773 - mean_absolute_error: 115.8625 - val_loss: 41367.7078 - val_mean_absolute_error: 183.5640 Epoch 2548/5000 148/148 [==============================] - 0s 68us/step - loss: 20055.3292 - mean_absolute_error: 115.8511 - val_loss: 41338.3522 - val_mean_absolute_error: 183.4932 Epoch 2549/5000 148/148 [==============================] - 0s 68us/step - loss: 20038.2876 - mean_absolute_error: 115.8417 - val_loss: 41311.2773 - val_mean_absolute_error: 183.4272 Epoch 2550/5000 148/148 [==============================] - 0s 74us/step - loss: 20025.0376 - mean_absolute_error: 115.8309 - val_loss: 41284.7644 - val_mean_absolute_error: 183.3624 Epoch 2551/5000 148/148 [==============================] - 0s 74us/step - loss: 20010.9230 - mean_absolute_error: 115.8031 - val_loss: 41260.2917 - val_mean_absolute_error: 183.3024 Epoch 2552/5000 148/148 [==============================] - 0s 68us/step - loss: 19996.3933 - mean_absolute_error: 115.7671 - val_loss: 41235.1898 - val_mean_absolute_error: 183.2407 Epoch 2553/5000 148/148 [==============================] - 0s 68us/step - loss: 19982.6201 - mean_absolute_error: 115.7239 - val_loss: 41210.3958 - val_mean_absolute_error: 183.1795 Epoch 2554/5000 148/148 [==============================] - 0s 81us/step - loss: 19968.9352 - mean_absolute_error: 115.6721 - val_loss: 41186.9884 - val_mean_absolute_error: 183.1218 Epoch 2555/5000 148/148 [==============================] - 0s 68us/step - loss: 19956.2070 - mean_absolute_error: 115.6267 - val_loss: 41164.4681 - val_mean_absolute_error: 183.0662 Epoch 2556/5000 148/148 [==============================] - 0s 74us/step - loss: 19942.7120 - mean_absolute_error: 115.5821 - val_loss: 41141.3675 - val_mean_absolute_error: 183.0091 Epoch 2557/5000 148/148 [==============================] - 0s 68us/step - loss: 19928.7607 - mean_absolute_error: 115.5322 - val_loss: 41118.3908 - val_mean_absolute_error: 182.9521 Epoch 2558/5000 148/148 [==============================] - 0s 81us/step - loss: 19916.2067 - mean_absolute_error: 115.4829 - val_loss: 41094.6019 - val_mean_absolute_error: 182.8927 Epoch 2559/5000 148/148 [==============================] - 0s 74us/step - loss: 19903.5735 - mean_absolute_error: 115.4245 - val_loss: 41071.4520 - val_mean_absolute_error: 182.8349 Epoch 2560/5000 148/148 [==============================] - 0s 68us/step - loss: 19888.6938 - mean_absolute_error: 115.3688 - val_loss: 41046.1145 - val_mean_absolute_error: 182.7722 Epoch 2561/5000 148/148 [==============================] - 0s 68us/step - loss: 19876.9404 - mean_absolute_error: 115.3497 - val_loss: 41021.6714 - val_mean_absolute_error: 182.7121 Epoch 2562/5000 148/148 [==============================] - 0s 81us/step - loss: 19861.0224 - mean_absolute_error: 115.3267 - val_loss: 40997.6097 - val_mean_absolute_error: 182.6528 Epoch 2563/5000 148/148 [==============================] - 0s 74us/step - loss: 19847.1349 - mean_absolute_error: 115.3024 - val_loss: 40973.8959 - val_mean_absolute_error: 182.5945 Epoch 2564/5000 148/148 [==============================] - 0s 68us/step - loss: 19834.4211 - mean_absolute_error: 115.2752 - val_loss: 40948.5080 - val_mean_absolute_error: 182.5320 Epoch 2565/5000 148/148 [==============================] - 0s 74us/step - loss: 19820.9315 - mean_absolute_error: 115.2451 - val_loss: 40924.3109 - val_mean_absolute_error: 182.4728 Epoch 2566/5000 148/148 [==============================] - 0s 74us/step - loss: 19808.0234 - mean_absolute_error: 115.2029 - val_loss: 40901.5397 - val_mean_absolute_error: 182.4162 Epoch 2567/5000 148/148 [==============================] - 0s 68us/step - loss: 19794.9820 - mean_absolute_error: 115.1537 - val_loss: 40877.7780 - val_mean_absolute_error: 182.3571 Epoch 2568/5000 148/148 [==============================] - 0s 74us/step - loss: 19781.8042 - mean_absolute_error: 115.1126 - val_loss: 40852.6277 - val_mean_absolute_error: 182.2948 Epoch 2569/5000 148/148 [==============================] - 0s 74us/step - loss: 19767.6506 - mean_absolute_error: 115.0688 - val_loss: 40828.5203 - val_mean_absolute_error: 182.2346 Epoch 2570/5000 148/148 [==============================] - 0s 81us/step - loss: 19755.2827 - mean_absolute_error: 115.0304 - val_loss: 40804.8119 - val_mean_absolute_error: 182.1750 Epoch 2571/5000 148/148 [==============================] - 0s 68us/step - loss: 19741.0776 - mean_absolute_error: 114.9771 - val_loss: 40782.4786 - val_mean_absolute_error: 182.1189 Epoch 2572/5000 148/148 [==============================] - 0s 74us/step - loss: 19728.1101 - mean_absolute_error: 114.9251 - val_loss: 40757.9997 - val_mean_absolute_error: 182.0577 Epoch 2573/5000 148/148 [==============================] - 0s 68us/step - loss: 19713.8753 - mean_absolute_error: 114.8788 - val_loss: 40732.8014 - val_mean_absolute_error: 181.9950 Epoch 2574/5000 148/148 [==============================] - 0s 74us/step - loss: 19699.7289 - mean_absolute_error: 114.8304 - val_loss: 40707.3883 - val_mean_absolute_error: 181.9315 Epoch 2575/5000 148/148 [==============================] - 0s 74us/step - loss: 19684.8655 - mean_absolute_error: 114.7659 - val_loss: 40682.5411 - val_mean_absolute_error: 181.8694 Epoch 2576/5000 148/148 [==============================] - 0s 88us/step - loss: 19670.8603 - mean_absolute_error: 114.7118 - val_loss: 40656.2908 - val_mean_absolute_error: 181.8041 Epoch 2577/5000 148/148 [==============================] - 0s 68us/step - loss: 19655.8801 - mean_absolute_error: 114.6612 - val_loss: 40630.4212 - val_mean_absolute_error: 181.7398 Epoch 2578/5000 148/148 [==============================] - 0s 68us/step - loss: 19643.1739 - mean_absolute_error: 114.6159 - val_loss: 40605.8631 - val_mean_absolute_error: 181.6791 Epoch 2579/5000 148/148 [==============================] - 0s 68us/step - loss: 19628.2308 - mean_absolute_error: 114.5580 - val_loss: 40580.8759 - val_mean_absolute_error: 181.6176 Epoch 2580/5000 148/148 [==============================] - 0s 74us/step - loss: 19614.4234 - mean_absolute_error: 114.5146 - val_loss: 40555.4833 - val_mean_absolute_error: 181.5547 Epoch 2581/5000 148/148 [==============================] - 0s 74us/step - loss: 19600.6086 - mean_absolute_error: 114.4712 - val_loss: 40529.5884 - val_mean_absolute_error: 181.4903 Epoch 2582/5000 148/148 [==============================] - 0s 81us/step - loss: 19586.5504 - mean_absolute_error: 114.4284 - val_loss: 40503.0833 - val_mean_absolute_error: 181.4243 Epoch 2583/5000 148/148 [==============================] - 0s 68us/step - loss: 19572.6498 - mean_absolute_error: 114.3839 - val_loss: 40477.8258 - val_mean_absolute_error: 181.3609 Epoch 2584/5000 148/148 [==============================] - 0s 74us/step - loss: 19557.9812 - mean_absolute_error: 114.3422 - val_loss: 40451.7119 - val_mean_absolute_error: 181.2957 Epoch 2585/5000 148/148 [==============================] - 0s 68us/step - loss: 19543.5272 - mean_absolute_error: 114.3020 - val_loss: 40425.3925 - val_mean_absolute_error: 181.2298 Epoch 2586/5000 148/148 [==============================] - 0s 68us/step - loss: 19529.4174 - mean_absolute_error: 114.2627 - val_loss: 40399.7069 - val_mean_absolute_error: 181.1651 Epoch 2587/5000 148/148 [==============================] - 0s 74us/step - loss: 19516.6575 - mean_absolute_error: 114.2207 - val_loss: 40374.2012 - val_mean_absolute_error: 181.1013 Epoch 2588/5000 148/148 [==============================] - 0s 68us/step - loss: 19501.9253 - mean_absolute_error: 114.1747 - val_loss: 40349.8866 - val_mean_absolute_error: 181.0406 Epoch 2589/5000 148/148 [==============================] - 0s 74us/step - loss: 19488.6379 - mean_absolute_error: 114.1320 - val_loss: 40327.6103 - val_mean_absolute_error: 180.9847 Epoch 2590/5000 148/148 [==============================] - 0s 74us/step - loss: 19475.5513 - mean_absolute_error: 114.0819 - val_loss: 40303.1839 - val_mean_absolute_error: 180.9236 Epoch 2591/5000 148/148 [==============================] - 0s 68us/step - loss: 19461.3379 - mean_absolute_error: 114.0316 - val_loss: 40276.5305 - val_mean_absolute_error: 180.8570 Epoch 2592/5000 148/148 [==============================] - 0s 68us/step - loss: 19447.6462 - mean_absolute_error: 113.9911 - val_loss: 40250.8467 - val_mean_absolute_error: 180.7924 Epoch 2593/5000 148/148 [==============================] - 0s 74us/step - loss: 19433.6352 - mean_absolute_error: 113.9509 - val_loss: 40225.1331 - val_mean_absolute_error: 180.7278 Epoch 2594/5000 148/148 [==============================] - 0s 68us/step - loss: 19419.1124 - mean_absolute_error: 113.9053 - val_loss: 40201.9034 - val_mean_absolute_error: 180.6693 Epoch 2595/5000 148/148 [==============================] - 0s 74us/step - loss: 19407.5571 - mean_absolute_error: 113.8749 - val_loss: 40178.5889 - val_mean_absolute_error: 180.6109 Epoch 2596/5000 148/148 [==============================] - 0s 74us/step - loss: 19392.8858 - mean_absolute_error: 113.8437 - val_loss: 40156.2264 - val_mean_absolute_error: 180.5547 Epoch 2597/5000 148/148 [==============================] - 0s 74us/step - loss: 19381.0387 - mean_absolute_error: 113.8048 - val_loss: 40133.6966 - val_mean_absolute_error: 180.4979 Epoch 2598/5000 148/148 [==============================] - 0s 74us/step - loss: 19367.2850 - mean_absolute_error: 113.7546 - val_loss: 40110.7519 - val_mean_absolute_error: 180.4398 Epoch 2599/5000 148/148 [==============================] - 0s 74us/step - loss: 19354.5567 - mean_absolute_error: 113.7055 - val_loss: 40090.3853 - val_mean_absolute_error: 180.3878 Epoch 2600/5000 148/148 [==============================] - 0s 74us/step - loss: 19342.2612 - mean_absolute_error: 113.6462 - val_loss: 40067.8847 - val_mean_absolute_error: 180.3309 Epoch 2601/5000 148/148 [==============================] - 0s 61us/step - loss: 19328.3725 - mean_absolute_error: 113.5931 - val_loss: 40044.3633 - val_mean_absolute_error: 180.2718 Epoch 2602/5000 148/148 [==============================] - 0s 68us/step - loss: 19314.9142 - mean_absolute_error: 113.5545 - val_loss: 40019.8909 - val_mean_absolute_error: 180.2101 Epoch 2603/5000 148/148 [==============================] - 0s 81us/step - loss: 19302.0089 - mean_absolute_error: 113.5141 - val_loss: 39994.4591 - val_mean_absolute_error: 180.1459 Epoch 2604/5000 148/148 [==============================] - 0s 74us/step - loss: 19285.9174 - mean_absolute_error: 113.5266 - val_loss: 39963.4627 - val_mean_absolute_error: 180.0697 Epoch 2605/5000 148/148 [==============================] - 0s 74us/step - loss: 19272.5458 - mean_absolute_error: 113.5267 - val_loss: 39933.5466 - val_mean_absolute_error: 179.9956 Epoch 2606/5000 148/148 [==============================] - 0s 61us/step - loss: 19254.5294 - mean_absolute_error: 113.5230 - val_loss: 39904.7947 - val_mean_absolute_error: 179.9240 Epoch 2607/5000 148/148 [==============================] - 0s 74us/step - loss: 19240.1331 - mean_absolute_error: 113.5111 - val_loss: 39875.9931 - val_mean_absolute_error: 179.8521 Epoch 2608/5000 148/148 [==============================] - 0s 74us/step - loss: 19228.1405 - mean_absolute_error: 113.5040 - val_loss: 39847.7462 - val_mean_absolute_error: 179.7815 Epoch 2609/5000 148/148 [==============================] - 0s 81us/step - loss: 19211.4379 - mean_absolute_error: 113.4616 - val_loss: 39819.3169 - val_mean_absolute_error: 179.7099 Epoch 2610/5000 148/148 [==============================] - 0s 74us/step - loss: 19196.6320 - mean_absolute_error: 113.4251 - val_loss: 39792.3073 - val_mean_absolute_error: 179.6417 Epoch 2611/5000 148/148 [==============================] - 0s 68us/step - loss: 19182.6571 - mean_absolute_error: 113.3893 - val_loss: 39765.9700 - val_mean_absolute_error: 179.5755 Epoch 2612/5000 148/148 [==============================] - 0s 74us/step - loss: 19168.6222 - mean_absolute_error: 113.3946 - val_loss: 39737.9919 - val_mean_absolute_error: 179.5066 Epoch 2613/5000 148/148 [==============================] - 0s 74us/step - loss: 19157.4073 - mean_absolute_error: 113.4025 - val_loss: 39712.7477 - val_mean_absolute_error: 179.4437 Epoch 2614/5000 148/148 [==============================] - 0s 81us/step - loss: 19144.9267 - mean_absolute_error: 113.3856 - val_loss: 39688.6078 - val_mean_absolute_error: 179.3830 Epoch 2615/5000 148/148 [==============================] - 0s 68us/step - loss: 19132.4947 - mean_absolute_error: 113.3541 - val_loss: 39663.4066 - val_mean_absolute_error: 179.3193 Epoch 2616/5000 148/148 [==============================] - 0s 74us/step - loss: 19118.9654 - mean_absolute_error: 113.3099 - val_loss: 39638.4178 - val_mean_absolute_error: 179.2558 Epoch 2617/5000 148/148 [==============================] - 0s 81us/step - loss: 19105.4166 - mean_absolute_error: 113.2596 - val_loss: 39612.7156 - val_mean_absolute_error: 179.1903 Epoch 2618/5000 148/148 [==============================] - 0s 68us/step - loss: 19090.4542 - mean_absolute_error: 113.2069 - val_loss: 39588.9089 - val_mean_absolute_error: 179.1290 Epoch 2619/5000 148/148 [==============================] - 0s 68us/step - loss: 19076.8887 - mean_absolute_error: 113.1514 - val_loss: 39565.9142 - val_mean_absolute_error: 179.0693 Epoch 2620/5000 148/148 [==============================] - 0s 74us/step - loss: 19065.5597 - mean_absolute_error: 113.0905 - val_loss: 39542.7297 - val_mean_absolute_error: 179.0091 Epoch 2621/5000 148/148 [==============================] - 0s 74us/step - loss: 19050.3309 - mean_absolute_error: 113.0343 - val_loss: 39519.4450 - val_mean_absolute_error: 178.9490 Epoch 2622/5000 148/148 [==============================] - 0s 81us/step - loss: 19036.3903 - mean_absolute_error: 112.9852 - val_loss: 39496.1303 - val_mean_absolute_error: 178.8890 Epoch 2623/5000 148/148 [==============================] - 0s 68us/step - loss: 19023.5679 - mean_absolute_error: 112.9378 - val_loss: 39472.3177 - val_mean_absolute_error: 178.8280 Epoch 2624/5000 148/148 [==============================] - 0s 81us/step - loss: 19011.9490 - mean_absolute_error: 112.8978 - val_loss: 39447.9512 - val_mean_absolute_error: 178.7653 Epoch 2625/5000 148/148 [==============================] - 0s 68us/step - loss: 18998.1291 - mean_absolute_error: 112.8490 - val_loss: 39422.9633 - val_mean_absolute_error: 178.7009 Epoch 2626/5000 148/148 [==============================] - 0s 74us/step - loss: 18983.1852 - mean_absolute_error: 112.8016 - val_loss: 39399.0427 - val_mean_absolute_error: 178.6392 Epoch 2627/5000 148/148 [==============================] - 0s 81us/step - loss: 18971.1182 - mean_absolute_error: 112.7570 - val_loss: 39374.6752 - val_mean_absolute_error: 178.5765 Epoch 2628/5000 148/148 [==============================] - 0s 74us/step - loss: 18956.3781 - mean_absolute_error: 112.7059 - val_loss: 39348.9437 - val_mean_absolute_error: 178.5106 Epoch 2629/5000 148/148 [==============================] - 0s 68us/step - loss: 18942.5396 - mean_absolute_error: 112.6605 - val_loss: 39322.3120 - val_mean_absolute_error: 178.4424 Epoch 2630/5000 148/148 [==============================] - 0s 74us/step - loss: 18928.4239 - mean_absolute_error: 112.6182 - val_loss: 39297.3825 - val_mean_absolute_error: 178.3786 Epoch 2631/5000 148/148 [==============================] - 0s 74us/step - loss: 18914.5550 - mean_absolute_error: 112.5770 - val_loss: 39273.3614 - val_mean_absolute_error: 178.3172 Epoch 2632/5000 148/148 [==============================] - 0s 81us/step - loss: 18901.2552 - mean_absolute_error: 112.5384 - val_loss: 39248.6575 - val_mean_absolute_error: 178.2540 Epoch 2633/5000 148/148 [==============================] - 0s 68us/step - loss: 18888.0562 - mean_absolute_error: 112.4964 - val_loss: 39223.5875 - val_mean_absolute_error: 178.1898 Epoch 2634/5000 148/148 [==============================] - 0s 68us/step - loss: 18873.8627 - mean_absolute_error: 112.4556 - val_loss: 39199.7280 - val_mean_absolute_error: 178.1288 Epoch 2635/5000 148/148 [==============================] - 0s 68us/step - loss: 18861.8251 - mean_absolute_error: 112.4196 - val_loss: 39175.6223 - val_mean_absolute_error: 178.0675 Epoch 2636/5000 148/148 [==============================] - 0s 61us/step - loss: 18844.4916 - mean_absolute_error: 112.4177 - val_loss: 39147.5767 - val_mean_absolute_error: 177.9983 Epoch 2637/5000 148/148 [==============================] - 0s 68us/step - loss: 18840.4102 - mean_absolute_error: 112.4802 - val_loss: 39118.5711 - val_mean_absolute_error: 177.9271 Epoch 2638/5000 148/148 [==============================] - 0s 68us/step - loss: 18827.2252 - mean_absolute_error: 112.5206 - val_loss: 39092.5447 - val_mean_absolute_error: 177.8619 Epoch 2639/5000 148/148 [==============================] - 0s 68us/step - loss: 18815.8116 - mean_absolute_error: 112.5320 - val_loss: 39067.7658 - val_mean_absolute_error: 177.7992 Epoch 2640/5000 148/148 [==============================] - 0s 74us/step - loss: 18804.7348 - mean_absolute_error: 112.5186 - val_loss: 39045.1303 - val_mean_absolute_error: 177.7414 Epoch 2641/5000 148/148 [==============================] - 0s 81us/step - loss: 18793.1550 - mean_absolute_error: 112.4894 - val_loss: 39021.0413 - val_mean_absolute_error: 177.6794 Epoch 2642/5000 148/148 [==============================] - 0s 68us/step - loss: 18780.0977 - mean_absolute_error: 112.4499 - val_loss: 38996.3252 - val_mean_absolute_error: 177.6159 Epoch 2643/5000 148/148 [==============================] - 0s 68us/step - loss: 18766.2706 - mean_absolute_error: 112.4046 - val_loss: 38972.5661 - val_mean_absolute_error: 177.5547 Epoch 2644/5000 148/148 [==============================] - 0s 74us/step - loss: 18752.8120 - mean_absolute_error: 112.3588 - val_loss: 38947.9314 - val_mean_absolute_error: 177.4911 Epoch 2645/5000 148/148 [==============================] - 0s 81us/step - loss: 18739.2039 - mean_absolute_error: 112.3126 - val_loss: 38924.3048 - val_mean_absolute_error: 177.4299 Epoch 2646/5000 148/148 [==============================] - 0s 74us/step - loss: 18726.0198 - mean_absolute_error: 112.2648 - val_loss: 38900.9477 - val_mean_absolute_error: 177.3696 Epoch 2647/5000 148/148 [==============================] - 0s 74us/step - loss: 18716.5917 - mean_absolute_error: 112.2534 - val_loss: 38876.8091 - val_mean_absolute_error: 177.3078 Epoch 2648/5000 148/148 [==============================] - 0s 74us/step - loss: 18701.7231 - mean_absolute_error: 112.2448 - val_loss: 38853.1227 - val_mean_absolute_error: 177.2468 Epoch 2649/5000 148/148 [==============================] - 0s 81us/step - loss: 18690.0373 - mean_absolute_error: 112.2266 - val_loss: 38829.7753 - val_mean_absolute_error: 177.1859 Epoch 2650/5000 148/148 [==============================] - 0s 74us/step - loss: 18678.6167 - mean_absolute_error: 112.2020 - val_loss: 38806.8642 - val_mean_absolute_error: 177.1261 Epoch 2651/5000 148/148 [==============================] - 0s 68us/step - loss: 18664.8821 - mean_absolute_error: 112.1624 - val_loss: 38783.4780 - val_mean_absolute_error: 177.0654 Epoch 2652/5000 148/148 [==============================] - 0s 68us/step - loss: 18651.5793 - mean_absolute_error: 112.1063 - val_loss: 38761.0656 - val_mean_absolute_error: 177.0071 Epoch 2653/5000 148/148 [==============================] - 0s 81us/step - loss: 18637.6329 - mean_absolute_error: 112.0456 - val_loss: 38740.0017 - val_mean_absolute_error: 176.9522 Epoch 2654/5000 148/148 [==============================] - 0s 68us/step - loss: 18625.1922 - mean_absolute_error: 111.9847 - val_loss: 38718.6247 - val_mean_absolute_error: 176.8964 Epoch 2655/5000 148/148 [==============================] - 0s 74us/step - loss: 18611.2027 - mean_absolute_error: 111.9219 - val_loss: 38695.7172 - val_mean_absolute_error: 176.8368 Epoch 2656/5000 148/148 [==============================] - 0s 68us/step - loss: 18597.6726 - mean_absolute_error: 111.8664 - val_loss: 38671.4895 - val_mean_absolute_error: 176.7739 Epoch 2657/5000 148/148 [==============================] - 0s 68us/step - loss: 18583.7071 - mean_absolute_error: 111.8159 - val_loss: 38647.2855 - val_mean_absolute_error: 176.7113 Epoch 2658/5000 148/148 [==============================] - 0s 74us/step - loss: 18570.5063 - mean_absolute_error: 111.7916 - val_loss: 38623.6356 - val_mean_absolute_error: 176.6504 Epoch 2659/5000 148/148 [==============================] - 0s 74us/step - loss: 18558.8462 - mean_absolute_error: 111.7770 - val_loss: 38601.4295 - val_mean_absolute_error: 176.5931 Epoch 2660/5000 148/148 [==============================] - 0s 81us/step - loss: 18548.8903 - mean_absolute_error: 111.7600 - val_loss: 38580.0761 - val_mean_absolute_error: 176.5378 Epoch 2661/5000 148/148 [==============================] - 0s 74us/step - loss: 18537.1225 - mean_absolute_error: 111.7362 - val_loss: 38558.4244 - val_mean_absolute_error: 176.4815 Epoch 2662/5000 148/148 [==============================] - 0s 68us/step - loss: 18526.0208 - mean_absolute_error: 111.7028 - val_loss: 38537.5589 - val_mean_absolute_error: 176.4274 Epoch 2663/5000 148/148 [==============================] - 0s 74us/step - loss: 18513.8541 - mean_absolute_error: 111.7021 - val_loss: 38511.9055 - val_mean_absolute_error: 176.3624 Epoch 2664/5000 148/148 [==============================] - 0s 81us/step - loss: 18506.3244 - mean_absolute_error: 111.7244 - val_loss: 38487.8341 - val_mean_absolute_error: 176.3008 Epoch 2665/5000 148/148 [==============================] - 0s 68us/step - loss: 18496.1285 - mean_absolute_error: 111.7088 - val_loss: 38465.3573 - val_mean_absolute_error: 176.2423 Epoch 2666/5000 148/148 [==============================] - 0s 81us/step - loss: 18484.9553 - mean_absolute_error: 111.6755 - val_loss: 38443.1086 - val_mean_absolute_error: 176.1843 Epoch 2667/5000 148/148 [==============================] - 0s 68us/step - loss: 18475.4027 - mean_absolute_error: 111.6611 - val_loss: 38418.9323 - val_mean_absolute_error: 176.1225 Epoch 2668/5000 148/148 [==============================] - 0s 74us/step - loss: 18463.6730 - mean_absolute_error: 111.6575 - val_loss: 38395.4392 - val_mean_absolute_error: 176.0618 Epoch 2669/5000 148/148 [==============================] - 0s 74us/step - loss: 18452.8555 - mean_absolute_error: 111.6481 - val_loss: 38369.0580 - val_mean_absolute_error: 175.9946 Epoch 2670/5000 148/148 [==============================] - 0s 68us/step - loss: 18444.1407 - mean_absolute_error: 111.6526 - val_loss: 38342.5088 - val_mean_absolute_error: 175.9264 Epoch 2671/5000 148/148 [==============================] - 0s 68us/step - loss: 18434.8711 - mean_absolute_error: 111.6570 - val_loss: 38317.6673 - val_mean_absolute_error: 175.8623 Epoch 2672/5000 148/148 [==============================] - 0s 68us/step - loss: 18424.5977 - mean_absolute_error: 111.6575 - val_loss: 38294.3570 - val_mean_absolute_error: 175.8012 Epoch 2673/5000 148/148 [==============================] - 0s 74us/step - loss: 18412.8307 - mean_absolute_error: 111.6276 - val_loss: 38272.0606 - val_mean_absolute_error: 175.7426 Epoch 2674/5000 148/148 [==============================] - 0s 61us/step - loss: 18400.3335 - mean_absolute_error: 111.5871 - val_loss: 38250.8198 - val_mean_absolute_error: 175.6867 Epoch 2675/5000 148/148 [==============================] - 0s 68us/step - loss: 18387.6955 - mean_absolute_error: 111.5411 - val_loss: 38229.8227 - val_mean_absolute_error: 175.6314 Epoch 2676/5000 148/148 [==============================] - 0s 74us/step - loss: 18374.9283 - mean_absolute_error: 111.4890 - val_loss: 38208.5948 - val_mean_absolute_error: 175.5753 Epoch 2677/5000 148/148 [==============================] - 0s 74us/step - loss: 18360.2319 - mean_absolute_error: 111.4283 - val_loss: 38186.0772 - val_mean_absolute_error: 175.5160 Epoch 2678/5000 148/148 [==============================] - 0s 74us/step - loss: 18347.8249 - mean_absolute_error: 111.3607 - val_loss: 38164.6297 - val_mean_absolute_error: 175.4593 Epoch 2679/5000 148/148 [==============================] - 0s 74us/step - loss: 18331.7773 - mean_absolute_error: 111.2865 - val_loss: 38142.4625 - val_mean_absolute_error: 175.4009 Epoch 2680/5000 148/148 [==============================] - 0s 74us/step - loss: 18316.0271 - mean_absolute_error: 111.2202 - val_loss: 38119.1948 - val_mean_absolute_error: 175.3399 Epoch 2681/5000 148/148 [==============================] - 0s 68us/step - loss: 18303.5601 - mean_absolute_error: 111.1687 - val_loss: 38095.4264 - val_mean_absolute_error: 175.2780 Epoch 2682/5000 148/148 [==============================] - 0s 81us/step - loss: 18290.7736 - mean_absolute_error: 111.1290 - val_loss: 38071.1006 - val_mean_absolute_error: 175.2148 Epoch 2683/5000 148/148 [==============================] - 0s 68us/step - loss: 18276.1105 - mean_absolute_error: 111.0898 - val_loss: 38046.2750 - val_mean_absolute_error: 175.1499 Epoch 2684/5000 148/148 [==============================] - 0s 74us/step - loss: 18262.6221 - mean_absolute_error: 111.0407 - val_loss: 38023.4283 - val_mean_absolute_error: 175.0898 Epoch 2685/5000 148/148 [==============================] - 0s 68us/step - loss: 18247.2179 - mean_absolute_error: 110.9852 - val_loss: 38001.4538 - val_mean_absolute_error: 175.0319 Epoch 2686/5000 148/148 [==============================] - 0s 61us/step - loss: 18234.5848 - mean_absolute_error: 110.9315 - val_loss: 37979.9352 - val_mean_absolute_error: 174.9748 Epoch 2687/5000 148/148 [==============================] - 0s 68us/step - loss: 18221.0720 - mean_absolute_error: 110.8670 - val_loss: 37958.3316 - val_mean_absolute_error: 174.9176 Epoch 2688/5000 148/148 [==============================] - 0s 68us/step - loss: 18206.7128 - mean_absolute_error: 110.8115 - val_loss: 37937.1383 - val_mean_absolute_error: 174.8616 Epoch 2689/5000 148/148 [==============================] - 0s 74us/step - loss: 18195.0367 - mean_absolute_error: 110.7703 - val_loss: 37915.0008 - val_mean_absolute_error: 174.8034 Epoch 2690/5000 148/148 [==============================] - 0s 68us/step - loss: 18182.3152 - mean_absolute_error: 110.7281 - val_loss: 37892.3994 - val_mean_absolute_error: 174.7439 Epoch 2691/5000 148/148 [==============================] - 0s 74us/step - loss: 18169.1876 - mean_absolute_error: 110.6816 - val_loss: 37869.3667 - val_mean_absolute_error: 174.6831 Epoch 2692/5000 148/148 [==============================] - 0s 74us/step - loss: 18158.3151 - mean_absolute_error: 110.6392 - val_loss: 37847.0794 - val_mean_absolute_error: 174.6241 Epoch 2693/5000 148/148 [==============================] - 0s 68us/step - loss: 18143.4642 - mean_absolute_error: 110.5843 - val_loss: 37825.1275 - val_mean_absolute_error: 174.5663 Epoch 2694/5000 148/148 [==============================] - 0s 74us/step - loss: 18131.3545 - mean_absolute_error: 110.5443 - val_loss: 37803.5356 - val_mean_absolute_error: 174.5093 Epoch 2695/5000 148/148 [==============================] - 0s 61us/step - loss: 18120.1620 - mean_absolute_error: 110.5041 - val_loss: 37779.4586 - val_mean_absolute_error: 174.4462 Epoch 2696/5000 148/148 [==============================] - 0s 74us/step - loss: 18107.6764 - mean_absolute_error: 110.4996 - val_loss: 37753.9130 - val_mean_absolute_error: 174.3805 Epoch 2697/5000 148/148 [==============================] - 0s 61us/step - loss: 18099.2103 - mean_absolute_error: 110.5116 - val_loss: 37728.8944 - val_mean_absolute_error: 174.3150 Epoch 2698/5000 148/148 [==============================] - 0s 68us/step - loss: 18087.3021 - mean_absolute_error: 110.4855 - val_loss: 37704.9233 - val_mean_absolute_error: 174.2519 Epoch 2699/5000 148/148 [==============================] - 0s 68us/step - loss: 18075.6733 - mean_absolute_error: 110.4532 - val_loss: 37680.9141 - val_mean_absolute_error: 174.1883 Epoch 2700/5000 148/148 [==============================] - 0s 61us/step - loss: 18060.8753 - mean_absolute_error: 110.4063 - val_loss: 37656.4964 - val_mean_absolute_error: 174.1236 Epoch 2701/5000 148/148 [==============================] - 0s 74us/step - loss: 18047.4348 - mean_absolute_error: 110.3537 - val_loss: 37631.9591 - val_mean_absolute_error: 174.0586 Epoch 2702/5000 148/148 [==============================] - 0s 81us/step - loss: 18033.8842 - mean_absolute_error: 110.3052 - val_loss: 37607.9875 - val_mean_absolute_error: 173.9951 Epoch 2703/5000 148/148 [==============================] - 0s 61us/step - loss: 18020.9969 - mean_absolute_error: 110.2631 - val_loss: 37585.4194 - val_mean_absolute_error: 173.9352 Epoch 2704/5000 148/148 [==============================] - 0s 74us/step - loss: 18008.0523 - mean_absolute_error: 110.2121 - val_loss: 37561.9597 - val_mean_absolute_error: 173.8723 Epoch 2705/5000 148/148 [==============================] - 0s 68us/step - loss: 17994.4042 - mean_absolute_error: 110.1601 - val_loss: 37538.2717 - val_mean_absolute_error: 173.8090 Epoch 2706/5000 148/148 [==============================] - 0s 61us/step - loss: 17981.7970 - mean_absolute_error: 110.1119 - val_loss: 37516.1575 - val_mean_absolute_error: 173.7499 Epoch 2707/5000 148/148 [==============================] - 0s 68us/step - loss: 17968.0686 - mean_absolute_error: 110.0634 - val_loss: 37492.4267 - val_mean_absolute_error: 173.6868 Epoch 2708/5000 148/148 [==============================] - 0s 68us/step - loss: 17955.3678 - mean_absolute_error: 110.0203 - val_loss: 37469.3627 - val_mean_absolute_error: 173.6253 Epoch 2709/5000 148/148 [==============================] - 0s 61us/step - loss: 17942.0014 - mean_absolute_error: 109.9754 - val_loss: 37445.8383 - val_mean_absolute_error: 173.5626 Epoch 2710/5000 148/148 [==============================] - 0s 68us/step - loss: 17929.0282 - mean_absolute_error: 109.9281 - val_loss: 37422.6125 - val_mean_absolute_error: 173.5007 Epoch 2711/5000 148/148 [==============================] - 0s 74us/step - loss: 17916.8216 - mean_absolute_error: 109.8931 - val_loss: 37401.2991 - val_mean_absolute_error: 173.4438 Epoch 2712/5000 148/148 [==============================] - 0s 74us/step - loss: 17904.3720 - mean_absolute_error: 109.8566 - val_loss: 37380.8822 - val_mean_absolute_error: 173.3891 Epoch 2713/5000 148/148 [==============================] - 0s 74us/step - loss: 17891.0811 - mean_absolute_error: 109.8041 - val_loss: 37362.0200 - val_mean_absolute_error: 173.3377 Epoch 2714/5000 148/148 [==============================] - 0s 74us/step - loss: 17879.1620 - mean_absolute_error: 109.7474 - val_loss: 37342.8081 - val_mean_absolute_error: 173.2856 Epoch 2715/5000 148/148 [==============================] - 0s 68us/step - loss: 17868.7250 - mean_absolute_error: 109.6851 - val_loss: 37323.1441 - val_mean_absolute_error: 173.2324 Epoch 2716/5000 148/148 [==============================] - 0s 68us/step - loss: 17855.6527 - mean_absolute_error: 109.6261 - val_loss: 37300.6447 - val_mean_absolute_error: 173.1721 Epoch 2717/5000 148/148 [==============================] - 0s 68us/step - loss: 17844.2877 - mean_absolute_error: 109.5815 - val_loss: 37277.2647 - val_mean_absolute_error: 173.1094 Epoch 2718/5000 148/148 [==============================] - 0s 68us/step - loss: 17830.5726 - mean_absolute_error: 109.5323 - val_loss: 37254.3925 - val_mean_absolute_error: 173.0483 Epoch 2719/5000 148/148 [==============================] - 0s 68us/step - loss: 17817.7370 - mean_absolute_error: 109.4896 - val_loss: 37232.4031 - val_mean_absolute_error: 172.9907 Epoch 2720/5000 148/148 [==============================] - 0s 68us/step - loss: 17805.5184 - mean_absolute_error: 109.4521 - val_loss: 37210.3175 - val_mean_absolute_error: 172.9328 Epoch 2721/5000 148/148 [==============================] - 0s 61us/step - loss: 17794.0413 - mean_absolute_error: 109.4162 - val_loss: 37188.9447 - val_mean_absolute_error: 172.8766 Epoch 2722/5000 148/148 [==============================] - 0s 68us/step - loss: 17782.7805 - mean_absolute_error: 109.3784 - val_loss: 37167.6369 - val_mean_absolute_error: 172.8205 Epoch 2723/5000 148/148 [==============================] - 0s 68us/step - loss: 17770.8719 - mean_absolute_error: 109.3381 - val_loss: 37145.6997 - val_mean_absolute_error: 172.7628 Epoch 2724/5000 148/148 [==============================] - 0s 68us/step - loss: 17759.7327 - mean_absolute_error: 109.3033 - val_loss: 37123.4066 - val_mean_absolute_error: 172.7045 Epoch 2725/5000 148/148 [==============================] - 0s 68us/step - loss: 17747.7885 - mean_absolute_error: 109.2886 - val_loss: 37100.2044 - val_mean_absolute_error: 172.6443 Epoch 2726/5000 148/148 [==============================] - 0s 61us/step - loss: 17736.4906 - mean_absolute_error: 109.2918 - val_loss: 37075.4072 - val_mean_absolute_error: 172.5798 Epoch 2727/5000 148/148 [==============================] - 0s 68us/step - loss: 17723.7811 - mean_absolute_error: 109.2711 - val_loss: 37050.8980 - val_mean_absolute_error: 172.5158 Epoch 2728/5000 148/148 [==============================] - 0s 68us/step - loss: 17711.5024 - mean_absolute_error: 109.2388 - val_loss: 37027.3011 - val_mean_absolute_error: 172.4533 Epoch 2729/5000 148/148 [==============================] - 0s 74us/step - loss: 17697.3274 - mean_absolute_error: 109.1900 - val_loss: 37004.7469 - val_mean_absolute_error: 172.3936 Epoch 2730/5000 148/148 [==============================] - 0s 74us/step - loss: 17685.2612 - mean_absolute_error: 109.1504 - val_loss: 36983.4898 - val_mean_absolute_error: 172.3369 Epoch 2731/5000 148/148 [==============================] - 0s 68us/step - loss: 17673.2817 - mean_absolute_error: 109.1008 - val_loss: 36961.4747 - val_mean_absolute_error: 172.2781 Epoch 2732/5000 148/148 [==============================] - 0s 61us/step - loss: 17660.4882 - mean_absolute_error: 109.0580 - val_loss: 36938.7691 - val_mean_absolute_error: 172.2179 Epoch 2733/5000 148/148 [==============================] - 0s 74us/step - loss: 17647.7882 - mean_absolute_error: 109.0067 - val_loss: 36916.7836 - val_mean_absolute_error: 172.1592 Epoch 2734/5000 148/148 [==============================] - 0s 68us/step - loss: 17635.1652 - mean_absolute_error: 108.9522 - val_loss: 36894.8255 - val_mean_absolute_error: 172.1010 Epoch 2735/5000 148/148 [==============================] - 0s 68us/step - loss: 17623.4450 - mean_absolute_error: 108.9054 - val_loss: 36872.7566 - val_mean_absolute_error: 172.0424 Epoch 2736/5000 148/148 [==============================] - 0s 68us/step - loss: 17612.2394 - mean_absolute_error: 108.8582 - val_loss: 36853.1897 - val_mean_absolute_error: 171.9903 Epoch 2737/5000 148/148 [==============================] - 0s 74us/step - loss: 17599.9424 - mean_absolute_error: 108.8023 - val_loss: 36834.0537 - val_mean_absolute_error: 171.9391 Epoch 2738/5000 148/148 [==============================] - 0s 68us/step - loss: 17588.5363 - mean_absolute_error: 108.7501 - val_loss: 36812.3175 - val_mean_absolute_error: 171.8813 Epoch 2739/5000 148/148 [==============================] - 0s 68us/step - loss: 17576.7757 - mean_absolute_error: 108.7034 - val_loss: 36791.2780 - val_mean_absolute_error: 171.8253 Epoch 2740/5000 148/148 [==============================] - 0s 68us/step - loss: 17565.4704 - mean_absolute_error: 108.6640 - val_loss: 36768.3666 - val_mean_absolute_error: 171.7645 Epoch 2741/5000 148/148 [==============================] - 0s 68us/step - loss: 17552.7026 - mean_absolute_error: 108.6214 - val_loss: 36746.9430 - val_mean_absolute_error: 171.7072 Epoch 2742/5000 148/148 [==============================] - 0s 68us/step - loss: 17540.6536 - mean_absolute_error: 108.5775 - val_loss: 36725.9398 - val_mean_absolute_error: 171.6514 Epoch 2743/5000 148/148 [==============================] - 0s 74us/step - loss: 17529.8638 - mean_absolute_error: 108.5557 - val_loss: 36704.2750 - val_mean_absolute_error: 171.5941 Epoch 2744/5000 148/148 [==============================] - ETA: 0s - loss: 17684.8594 - mean_absolute_error: 108.266 - 0s 61us/step - loss: 17517.4327 - mean_absolute_error: 108.5288 - val_loss: 36683.6752 - val_mean_absolute_error: 171.5388 Epoch 2745/5000 148/148 [==============================] - 0s 74us/step - loss: 17505.8618 - mean_absolute_error: 108.4949 - val_loss: 36662.3220 - val_mean_absolute_error: 171.4816 Epoch 2746/5000 148/148 [==============================] - 0s 68us/step - loss: 17493.6712 - mean_absolute_error: 108.4499 - val_loss: 36641.1761 - val_mean_absolute_error: 171.4245 Epoch 2747/5000 148/148 [==============================] - 0s 68us/step - loss: 17481.9584 - mean_absolute_error: 108.4085 - val_loss: 36619.6736 - val_mean_absolute_error: 171.3670 Epoch 2748/5000 148/148 [==============================] - 0s 74us/step - loss: 17472.5467 - mean_absolute_error: 108.4067 - val_loss: 36597.3834 - val_mean_absolute_error: 171.3082 Epoch 2749/5000 148/148 [==============================] - 0s 68us/step - loss: 17459.3401 - mean_absolute_error: 108.3991 - val_loss: 36577.1022 - val_mean_absolute_error: 171.2536 Epoch 2750/5000 148/148 [==============================] - 0s 68us/step - loss: 17447.3714 - mean_absolute_error: 108.3682 - val_loss: 36555.5770 - val_mean_absolute_error: 171.1956 Epoch 2751/5000 148/148 [==============================] - 0s 68us/step - loss: 17435.7278 - mean_absolute_error: 108.3340 - val_loss: 36533.0408 - val_mean_absolute_error: 171.1349 Epoch 2752/5000 148/148 [==============================] - 0s 74us/step - loss: 17423.5426 - mean_absolute_error: 108.2917 - val_loss: 36512.7733 - val_mean_absolute_error: 171.0804 Epoch 2753/5000 148/148 [==============================] - 0s 74us/step - loss: 17412.6287 - mean_absolute_error: 108.2506 - val_loss: 36491.3828 - val_mean_absolute_error: 171.0230 Epoch 2754/5000 148/148 [==============================] - 0s 68us/step - loss: 17401.4531 - mean_absolute_error: 108.2168 - val_loss: 36469.8770 - val_mean_absolute_error: 170.9657 Epoch 2755/5000 148/148 [==============================] - 0s 74us/step - loss: 17388.8199 - mean_absolute_error: 108.1772 - val_loss: 36449.0339 - val_mean_absolute_error: 170.9102 Epoch 2756/5000 148/148 [==============================] - 0s 74us/step - loss: 17377.9431 - mean_absolute_error: 108.1449 - val_loss: 36426.9295 - val_mean_absolute_error: 170.8511 Epoch 2757/5000 148/148 [==============================] - 0s 68us/step - loss: 17366.3661 - mean_absolute_error: 108.1054 - val_loss: 36405.2039 - val_mean_absolute_error: 170.7924 Epoch 2758/5000 148/148 [==============================] - 0s 74us/step - loss: 17354.0342 - mean_absolute_error: 108.0611 - val_loss: 36383.0028 - val_mean_absolute_error: 170.7328 Epoch 2759/5000 148/148 [==============================] - 0s 68us/step - loss: 17342.3396 - mean_absolute_error: 108.0200 - val_loss: 36361.0461 - val_mean_absolute_error: 170.6740 Epoch 2760/5000 148/148 [==============================] - 0s 68us/step - loss: 17330.3552 - mean_absolute_error: 107.9783 - val_loss: 36340.4094 - val_mean_absolute_error: 170.6186 Epoch 2761/5000 148/148 [==============================] - 0s 68us/step - loss: 17319.5717 - mean_absolute_error: 107.9416 - val_loss: 36317.9408 - val_mean_absolute_error: 170.5585 Epoch 2762/5000 148/148 [==============================] - 0s 68us/step - loss: 17307.5604 - mean_absolute_error: 107.8961 - val_loss: 36295.1275 - val_mean_absolute_error: 170.4979 Epoch 2763/5000 148/148 [==============================] - 0s 68us/step - loss: 17294.9769 - mean_absolute_error: 107.8994 - val_loss: 36267.2973 - val_mean_absolute_error: 170.4259 Epoch 2764/5000 148/148 [==============================] - 0s 74us/step - loss: 17284.5175 - mean_absolute_error: 107.9068 - val_loss: 36242.4972 - val_mean_absolute_error: 170.3609 Epoch 2765/5000 148/148 [==============================] - 0s 61us/step - loss: 17274.0162 - mean_absolute_error: 107.8993 - val_loss: 36220.3109 - val_mean_absolute_error: 170.3022 Epoch 2766/5000 148/148 [==============================] - 0s 68us/step - loss: 17262.6644 - mean_absolute_error: 107.8733 - val_loss: 36197.7006 - val_mean_absolute_error: 170.2424 Epoch 2767/5000 148/148 [==============================] - 0s 74us/step - loss: 17250.9164 - mean_absolute_error: 107.8389 - val_loss: 36174.7184 - val_mean_absolute_error: 170.1820 Epoch 2768/5000 148/148 [==============================] - 0s 68us/step - loss: 17239.1300 - mean_absolute_error: 107.7986 - val_loss: 36154.8320 - val_mean_absolute_error: 170.1291 Epoch 2769/5000 148/148 [==============================] - 0s 68us/step - loss: 17228.1852 - mean_absolute_error: 107.7608 - val_loss: 36134.0495 - val_mean_absolute_error: 170.0730 Epoch 2770/5000 148/148 [==============================] - 0s 68us/step - loss: 17215.8384 - mean_absolute_error: 107.7188 - val_loss: 36112.2970 - val_mean_absolute_error: 170.0145 Epoch 2771/5000 148/148 [==============================] - 0s 81us/step - loss: 17203.9115 - mean_absolute_error: 107.6766 - val_loss: 36089.6397 - val_mean_absolute_error: 169.9531 Epoch 2772/5000 148/148 [==============================] - 0s 68us/step - loss: 17192.2122 - mean_absolute_error: 107.6247 - val_loss: 36069.4397 - val_mean_absolute_error: 169.8982 Epoch 2773/5000 148/148 [==============================] - 0s 74us/step - loss: 17181.1706 - mean_absolute_error: 107.5637 - val_loss: 36049.1492 - val_mean_absolute_error: 169.8428 Epoch 2774/5000 148/148 [==============================] - 0s 68us/step - loss: 17170.1707 - mean_absolute_error: 107.5195 - val_loss: 36028.8472 - val_mean_absolute_error: 169.7876 Epoch 2775/5000 148/148 [==============================] - 0s 74us/step - loss: 17158.1112 - mean_absolute_error: 107.4776 - val_loss: 36006.8073 - val_mean_absolute_error: 169.7285 Epoch 2776/5000 148/148 [==============================] - 0s 68us/step - loss: 17147.0562 - mean_absolute_error: 107.4464 - val_loss: 35985.0484 - val_mean_absolute_error: 169.6702 Epoch 2777/5000 148/148 [==============================] - 0s 68us/step - loss: 17135.9388 - mean_absolute_error: 107.4170 - val_loss: 35962.8344 - val_mean_absolute_error: 169.6111 Epoch 2778/5000 148/148 [==============================] - 0s 68us/step - loss: 17122.6927 - mean_absolute_error: 107.3728 - val_loss: 35939.9286 - val_mean_absolute_error: 169.5500 Epoch 2779/5000 148/148 [==============================] - 0s 74us/step - loss: 17111.7985 - mean_absolute_error: 107.3292 - val_loss: 35917.0181 - val_mean_absolute_error: 169.4887 Epoch 2780/5000 148/148 [==============================] - 0s 68us/step - loss: 17099.0131 - mean_absolute_error: 107.2823 - val_loss: 35895.3964 - val_mean_absolute_error: 169.4309 Epoch 2781/5000 148/148 [==============================] - 0s 68us/step - loss: 17086.7156 - mean_absolute_error: 107.2370 - val_loss: 35875.3111 - val_mean_absolute_error: 169.3765 Epoch 2782/5000 148/148 [==============================] - 0s 68us/step - loss: 17075.7040 - mean_absolute_error: 107.1915 - val_loss: 35853.6844 - val_mean_absolute_error: 169.3182 Epoch 2783/5000 148/148 [==============================] - 0s 61us/step - loss: 17065.6448 - mean_absolute_error: 107.1305 - val_loss: 35833.7761 - val_mean_absolute_error: 169.2647 Epoch 2784/5000 148/148 [==============================] - 0s 68us/step - loss: 17053.5988 - mean_absolute_error: 107.0857 - val_loss: 35812.2373 - val_mean_absolute_error: 169.2080 Epoch 2785/5000 148/148 [==============================] - 0s 74us/step - loss: 17042.2802 - mean_absolute_error: 107.0473 - val_loss: 35791.1470 - val_mean_absolute_error: 169.1524 Epoch 2786/5000 148/148 [==============================] - 0s 74us/step - loss: 17031.1329 - mean_absolute_error: 107.0103 - val_loss: 35770.0739 - val_mean_absolute_error: 169.0967 Epoch 2787/5000 148/148 [==============================] - 0s 68us/step - loss: 17019.4541 - mean_absolute_error: 106.9726 - val_loss: 35748.5253 - val_mean_absolute_error: 169.0397 Epoch 2788/5000 148/148 [==============================] - 0s 68us/step - loss: 17007.9512 - mean_absolute_error: 106.9330 - val_loss: 35727.3628 - val_mean_absolute_error: 168.9835 Epoch 2789/5000 148/148 [==============================] - 0s 68us/step - loss: 16995.7996 - mean_absolute_error: 106.8894 - val_loss: 35703.7661 - val_mean_absolute_error: 168.9209 Epoch 2790/5000 148/148 [==============================] - 0s 74us/step - loss: 16984.1590 - mean_absolute_error: 106.8500 - val_loss: 35681.3272 - val_mean_absolute_error: 168.8614 Epoch 2791/5000 148/148 [==============================] - 0s 74us/step - loss: 16971.2824 - mean_absolute_error: 106.8118 - val_loss: 35658.1413 - val_mean_absolute_error: 168.8000 Epoch 2792/5000 148/148 [==============================] - 0s 68us/step - loss: 16960.1975 - mean_absolute_error: 106.7749 - val_loss: 35634.2736 - val_mean_absolute_error: 168.7363 Epoch 2793/5000 148/148 [==============================] - 0s 68us/step - loss: 16946.7929 - mean_absolute_error: 106.7312 - val_loss: 35610.0830 - val_mean_absolute_error: 168.6719 Epoch 2794/5000 148/148 [==============================] - 0s 68us/step - loss: 16935.5049 - mean_absolute_error: 106.6904 - val_loss: 35586.4145 - val_mean_absolute_error: 168.6086 Epoch 2795/5000 148/148 [==============================] - 0s 61us/step - loss: 16923.0234 - mean_absolute_error: 106.6407 - val_loss: 35563.4672 - val_mean_absolute_error: 168.5468 Epoch 2796/5000 148/148 [==============================] - 0s 74us/step - loss: 16909.5376 - mean_absolute_error: 106.5915 - val_loss: 35542.5723 - val_mean_absolute_error: 168.4908 Epoch 2797/5000 148/148 [==============================] - 0s 68us/step - loss: 16898.2667 - mean_absolute_error: 106.5553 - val_loss: 35520.9313 - val_mean_absolute_error: 168.4330 Epoch 2798/5000 148/148 [==============================] - 0s 68us/step - loss: 16886.8125 - mean_absolute_error: 106.5111 - val_loss: 35500.0823 - val_mean_absolute_error: 168.3771 Epoch 2799/5000 148/148 [==============================] - 0s 74us/step - loss: 16877.6949 - mean_absolute_error: 106.4610 - val_loss: 35479.9781 - val_mean_absolute_error: 168.3229 Epoch 2800/5000 148/148 [==============================] - 0s 74us/step - loss: 16865.8697 - mean_absolute_error: 106.4053 - val_loss: 35459.3858 - val_mean_absolute_error: 168.2677 Epoch 2801/5000 148/148 [==============================] - 0s 61us/step - loss: 16854.2010 - mean_absolute_error: 106.3576 - val_loss: 35438.8311 - val_mean_absolute_error: 168.2116 Epoch 2802/5000 148/148 [==============================] - 0s 61us/step - loss: 16843.7239 - mean_absolute_error: 106.3157 - val_loss: 35417.5914 - val_mean_absolute_error: 168.1536 Epoch 2803/5000 148/148 [==============================] - 0s 68us/step - loss: 16832.8936 - mean_absolute_error: 106.2779 - val_loss: 35396.7417 - val_mean_absolute_error: 168.0969 Epoch 2804/5000 148/148 [==============================] - 0s 68us/step - loss: 16821.8388 - mean_absolute_error: 106.2537 - val_loss: 35374.3714 - val_mean_absolute_error: 168.0367 Epoch 2805/5000 148/148 [==============================] - 0s 74us/step - loss: 16810.9221 - mean_absolute_error: 106.2280 - val_loss: 35351.6016 - val_mean_absolute_error: 167.9758 Epoch 2806/5000 148/148 [==============================] - 0s 68us/step - loss: 16798.2724 - mean_absolute_error: 106.1867 - val_loss: 35329.4755 - val_mean_absolute_error: 167.9165 Epoch 2807/5000 148/148 [==============================] - 0s 68us/step - loss: 16786.9303 - mean_absolute_error: 106.1348 - val_loss: 35308.3973 - val_mean_absolute_error: 167.8597 Epoch 2808/5000 148/148 [==============================] - 0s 68us/step - loss: 16776.2056 - mean_absolute_error: 106.0803 - val_loss: 35287.0050 - val_mean_absolute_error: 167.8026 Epoch 2809/5000 148/148 [==============================] - 0s 68us/step - loss: 16763.5976 - mean_absolute_error: 106.0363 - val_loss: 35264.9597 - val_mean_absolute_error: 167.7448 Epoch 2810/5000 148/148 [==============================] - 0s 61us/step - loss: 16752.3189 - mean_absolute_error: 106.0009 - val_loss: 35241.4686 - val_mean_absolute_error: 167.6827 Epoch 2811/5000 148/148 [==============================] - 0s 74us/step - loss: 16740.7314 - mean_absolute_error: 105.9687 - val_loss: 35217.8750 - val_mean_absolute_error: 167.6207 Epoch 2812/5000 148/148 [==============================] - 0s 68us/step - loss: 16728.6341 - mean_absolute_error: 105.9420 - val_loss: 35194.5894 - val_mean_absolute_error: 167.5593 Epoch 2813/5000 148/148 [==============================] - 0s 68us/step - loss: 16716.7653 - mean_absolute_error: 105.9092 - val_loss: 35171.4139 - val_mean_absolute_error: 167.4980 Epoch 2814/5000 148/148 [==============================] - 0s 68us/step - loss: 16704.9634 - mean_absolute_error: 105.8736 - val_loss: 35150.0931 - val_mean_absolute_error: 167.4406 Epoch 2815/5000 148/148 [==============================] - 0s 74us/step - loss: 16692.9407 - mean_absolute_error: 105.8330 - val_loss: 35130.1522 - val_mean_absolute_error: 167.3869 Epoch 2816/5000 148/148 [==============================] - 0s 68us/step - loss: 16682.0946 - mean_absolute_error: 105.7877 - val_loss: 35108.4408 - val_mean_absolute_error: 167.3285 Epoch 2817/5000 148/148 [==============================] - 0s 61us/step - loss: 16670.3774 - mean_absolute_error: 105.7464 - val_loss: 35087.0397 - val_mean_absolute_error: 167.2710 Epoch 2818/5000 148/148 [==============================] - 0s 74us/step - loss: 16660.1046 - mean_absolute_error: 105.7076 - val_loss: 35066.0873 - val_mean_absolute_error: 167.2144 Epoch 2819/5000 148/148 [==============================] - 0s 61us/step - loss: 16648.5599 - mean_absolute_error: 105.6657 - val_loss: 35045.4633 - val_mean_absolute_error: 167.1590 Epoch 2820/5000 148/148 [==============================] - 0s 68us/step - loss: 16637.6196 - mean_absolute_error: 105.6290 - val_loss: 35025.1114 - val_mean_absolute_error: 167.1043 Epoch 2821/5000 148/148 [==============================] - 0s 68us/step - loss: 16626.7686 - mean_absolute_error: 105.5891 - val_loss: 35004.0942 - val_mean_absolute_error: 167.0482 Epoch 2822/5000 148/148 [==============================] - 0s 68us/step - loss: 16615.8905 - mean_absolute_error: 105.5542 - val_loss: 34983.5308 - val_mean_absolute_error: 166.9931 Epoch 2823/5000 148/148 [==============================] - 0s 74us/step - loss: 16605.0242 - mean_absolute_error: 105.5193 - val_loss: 34962.7730 - val_mean_absolute_error: 166.9375 Epoch 2824/5000 148/148 [==============================] - 0s 61us/step - loss: 16595.1610 - mean_absolute_error: 105.4890 - val_loss: 34940.5434 - val_mean_absolute_error: 166.8791 Epoch 2825/5000 148/148 [==============================] - 0s 68us/step - loss: 16579.6448 - mean_absolute_error: 105.4944 - val_loss: 34913.7384 - val_mean_absolute_error: 166.8106 Epoch 2826/5000 148/148 [==============================] - 0s 81us/step - loss: 16571.8471 - mean_absolute_error: 105.5487 - val_loss: 34886.6877 - val_mean_absolute_error: 166.7416 Epoch 2827/5000 148/148 [==============================] - 0s 61us/step - loss: 16558.9308 - mean_absolute_error: 105.5933 - val_loss: 34861.1241 - val_mean_absolute_error: 166.6748 Epoch 2828/5000 148/148 [==============================] - 0s 68us/step - loss: 16549.2602 - mean_absolute_error: 105.6204 - val_loss: 34836.5580 - val_mean_absolute_error: 166.6099 Epoch 2829/5000 148/148 [==============================] - 0s 68us/step - loss: 16541.9000 - mean_absolute_error: 105.6288 - val_loss: 34813.1120 - val_mean_absolute_error: 166.5475 Epoch 2830/5000 148/148 [==============================] - 0s 74us/step - loss: 16532.0166 - mean_absolute_error: 105.6208 - val_loss: 34790.6842 - val_mean_absolute_error: 166.4875 Epoch 2831/5000 148/148 [==============================] - 0s 74us/step - loss: 16519.3505 - mean_absolute_error: 105.5858 - val_loss: 34769.7427 - val_mean_absolute_error: 166.4311 Epoch 2832/5000 148/148 [==============================] - 0s 68us/step - loss: 16507.7576 - mean_absolute_error: 105.5394 - val_loss: 34748.2962 - val_mean_absolute_error: 166.3730 Epoch 2833/5000 148/148 [==============================] - 0s 74us/step - loss: 16496.1151 - mean_absolute_error: 105.4900 - val_loss: 34726.8755 - val_mean_absolute_error: 166.3150 Epoch 2834/5000 148/148 [==============================] - 0s 68us/step - loss: 16484.5572 - mean_absolute_error: 105.4472 - val_loss: 34704.2836 - val_mean_absolute_error: 166.2545 Epoch 2835/5000 148/148 [==============================] - 0s 61us/step - loss: 16474.6536 - mean_absolute_error: 105.3953 - val_loss: 34684.5702 - val_mean_absolute_error: 166.2018 Epoch 2836/5000 148/148 [==============================] - 0s 68us/step - loss: 16463.8765 - mean_absolute_error: 105.3595 - val_loss: 34662.7405 - val_mean_absolute_error: 166.1448 Epoch 2837/5000 148/148 [==============================] - 0s 68us/step - loss: 16450.1709 - mean_absolute_error: 105.3389 - val_loss: 34641.6586 - val_mean_absolute_error: 166.0894 Epoch 2838/5000 148/148 [==============================] - 0s 74us/step - loss: 16440.7594 - mean_absolute_error: 105.3249 - val_loss: 34618.4762 - val_mean_absolute_error: 166.0284 Epoch 2839/5000 148/148 [==============================] - 0s 68us/step - loss: 16428.5646 - mean_absolute_error: 105.2944 - val_loss: 34594.5878 - val_mean_absolute_error: 165.9649 Epoch 2840/5000 148/148 [==============================] - 0s 68us/step - loss: 16416.4434 - mean_absolute_error: 105.2559 - val_loss: 34570.6566 - val_mean_absolute_error: 165.9013 Epoch 2841/5000 148/148 [==============================] - 0s 68us/step - loss: 16403.7895 - mean_absolute_error: 105.2158 - val_loss: 34547.9805 - val_mean_absolute_error: 165.8409 Epoch 2842/5000 148/148 [==============================] - 0s 68us/step - loss: 16392.2776 - mean_absolute_error: 105.1687 - val_loss: 34527.2586 - val_mean_absolute_error: 165.7855 Epoch 2843/5000 148/148 [==============================] - 0s 68us/step - loss: 16381.9634 - mean_absolute_error: 105.1248 - val_loss: 34505.7580 - val_mean_absolute_error: 165.7280 Epoch 2844/5000 148/148 [==============================] - 0s 68us/step - loss: 16369.0475 - mean_absolute_error: 105.0752 - val_loss: 34483.6625 - val_mean_absolute_error: 165.6690 Epoch 2845/5000 148/148 [==============================] - 0s 74us/step - loss: 16358.1304 - mean_absolute_error: 105.0326 - val_loss: 34461.6959 - val_mean_absolute_error: 165.6102 Epoch 2846/5000 148/148 [==============================] - 0s 68us/step - loss: 16345.2363 - mean_absolute_error: 104.9769 - val_loss: 34440.3636 - val_mean_absolute_error: 165.5532 Epoch 2847/5000 148/148 [==============================] - 0s 61us/step - loss: 16333.9946 - mean_absolute_error: 104.9400 - val_loss: 34419.5167 - val_mean_absolute_error: 165.4973 Epoch 2848/5000 148/148 [==============================] - 0s 68us/step - loss: 16322.9859 - mean_absolute_error: 104.9056 - val_loss: 34397.3383 - val_mean_absolute_error: 165.4377 Epoch 2849/5000 148/148 [==============================] - 0s 74us/step - loss: 16311.8742 - mean_absolute_error: 104.8718 - val_loss: 34374.7487 - val_mean_absolute_error: 165.3771 Epoch 2850/5000 148/148 [==============================] - 0s 74us/step - loss: 16300.0652 - mean_absolute_error: 104.8338 - val_loss: 34352.7230 - val_mean_absolute_error: 165.3179 Epoch 2851/5000 148/148 [==============================] - 0s 68us/step - loss: 16287.9670 - mean_absolute_error: 104.7943 - val_loss: 34330.3158 - val_mean_absolute_error: 165.2577 Epoch 2852/5000 148/148 [==============================] - 0s 74us/step - loss: 16275.6858 - mean_absolute_error: 104.7443 - val_loss: 34308.8887 - val_mean_absolute_error: 165.1998 Epoch 2853/5000 148/148 [==============================] - 0s 68us/step - loss: 16264.7299 - mean_absolute_error: 104.6973 - val_loss: 34287.2588 - val_mean_absolute_error: 165.1413 Epoch 2854/5000 148/148 [==============================] - 0s 68us/step - loss: 16253.9225 - mean_absolute_error: 104.6555 - val_loss: 34266.7873 - val_mean_absolute_error: 165.0856 Epoch 2855/5000 148/148 [==============================] - 0s 74us/step - loss: 16242.9922 - mean_absolute_error: 104.6029 - val_loss: 34246.0800 - val_mean_absolute_error: 165.0285 Epoch 2856/5000 148/148 [==============================] - 0s 68us/step - loss: 16231.1928 - mean_absolute_error: 104.5379 - val_loss: 34224.7113 - val_mean_absolute_error: 164.9701 Epoch 2857/5000 148/148 [==============================] - 0s 68us/step - loss: 16218.9570 - mean_absolute_error: 104.4858 - val_loss: 34201.3542 - val_mean_absolute_error: 164.9068 Epoch 2858/5000 148/148 [==============================] - 0s 68us/step - loss: 16207.1553 - mean_absolute_error: 104.4409 - val_loss: 34179.3831 - val_mean_absolute_error: 164.8473 Epoch 2859/5000 148/148 [==============================] - 0s 68us/step - loss: 16196.3567 - mean_absolute_error: 104.4028 - val_loss: 34159.3886 - val_mean_absolute_error: 164.7924 Epoch 2860/5000 148/148 [==============================] - 0s 68us/step - loss: 16186.7341 - mean_absolute_error: 104.3595 - val_loss: 34140.4558 - val_mean_absolute_error: 164.7403 Epoch 2861/5000 148/148 [==============================] - 0s 81us/step - loss: 16175.5864 - mean_absolute_error: 104.3147 - val_loss: 34121.7613 - val_mean_absolute_error: 164.6887 Epoch 2862/5000 148/148 [==============================] - 0s 68us/step - loss: 16165.5372 - mean_absolute_error: 104.2711 - val_loss: 34102.2545 - val_mean_absolute_error: 164.6353 Epoch 2863/5000 148/148 [==============================] - 0s 68us/step - loss: 16154.8265 - mean_absolute_error: 104.2305 - val_loss: 34081.1406 - val_mean_absolute_error: 164.5779 Epoch 2864/5000 148/148 [==============================] - 0s 74us/step - loss: 16143.5963 - mean_absolute_error: 104.1912 - val_loss: 34059.5303 - val_mean_absolute_error: 164.5193 Epoch 2865/5000 148/148 [==============================] - 0s 74us/step - loss: 16133.5999 - mean_absolute_error: 104.1455 - val_loss: 34038.8542 - val_mean_absolute_error: 164.4625 Epoch 2866/5000 148/148 [==============================] - 0s 68us/step - loss: 16122.7479 - mean_absolute_error: 104.0925 - val_loss: 34017.4864 - val_mean_absolute_error: 164.4038 Epoch 2867/5000 148/148 [==============================] - 0s 74us/step - loss: 16110.6348 - mean_absolute_error: 104.0427 - val_loss: 33997.4067 - val_mean_absolute_error: 164.3487 Epoch 2868/5000 148/148 [==============================] - 0s 61us/step - loss: 16103.7705 - mean_absolute_error: 104.0039 - val_loss: 33978.8333 - val_mean_absolute_error: 164.2976 Epoch 2869/5000 148/148 [==============================] - 0s 68us/step - loss: 16091.4249 - mean_absolute_error: 103.9712 - val_loss: 33957.9336 - val_mean_absolute_error: 164.2411 Epoch 2870/5000 148/148 [==============================] - 0s 74us/step - loss: 16079.5385 - mean_absolute_error: 103.9617 - val_loss: 33938.1346 - val_mean_absolute_error: 164.1873 Epoch 2871/5000 148/148 [==============================] - 0s 74us/step - loss: 16068.9364 - mean_absolute_error: 103.9450 - val_loss: 33918.5982 - val_mean_absolute_error: 164.1343 Epoch 2872/5000 148/148 [==============================] - 0s 68us/step - loss: 16058.7977 - mean_absolute_error: 103.9248 - val_loss: 33898.6410 - val_mean_absolute_error: 164.0800 Epoch 2873/5000 148/148 [==============================] - 0s 68us/step - loss: 16047.3107 - mean_absolute_error: 103.8820 - val_loss: 33880.5549 - val_mean_absolute_error: 164.0301 Epoch 2874/5000 148/148 [==============================] - 0s 68us/step - loss: 16038.1268 - mean_absolute_error: 103.8329 - val_loss: 33863.3278 - val_mean_absolute_error: 163.9829 Epoch 2875/5000 148/148 [==============================] - 0s 68us/step - loss: 16027.0962 - mean_absolute_error: 103.7865 - val_loss: 33845.7887 - val_mean_absolute_error: 163.9351 Epoch 2876/5000 148/148 [==============================] - 0s 74us/step - loss: 16016.8720 - mean_absolute_error: 103.7460 - val_loss: 33827.2572 - val_mean_absolute_error: 163.8846 Epoch 2877/5000 148/148 [==============================] - 0s 68us/step - loss: 16007.0670 - mean_absolute_error: 103.7001 - val_loss: 33809.7872 - val_mean_absolute_error: 163.8363 Epoch 2878/5000 148/148 [==============================] - 0s 68us/step - loss: 15999.1535 - mean_absolute_error: 103.6492 - val_loss: 33790.6720 - val_mean_absolute_error: 163.7838 Epoch 2879/5000 148/148 [==============================] - 0s 68us/step - loss: 15987.7156 - mean_absolute_error: 103.5965 - val_loss: 33769.6107 - val_mean_absolute_error: 163.7264 Epoch 2880/5000 148/148 [==============================] - 0s 68us/step - loss: 15978.5911 - mean_absolute_error: 103.5612 - val_loss: 33747.7447 - val_mean_absolute_error: 163.6670 Epoch 2881/5000 148/148 [==============================] - 0s 68us/step - loss: 15966.5166 - mean_absolute_error: 103.5496 - val_loss: 33722.4105 - val_mean_absolute_error: 163.6003 Epoch 2882/5000 148/148 [==============================] - 0s 68us/step - loss: 15956.0306 - mean_absolute_error: 103.5694 - val_loss: 33699.7764 - val_mean_absolute_error: 163.5399 Epoch 2883/5000 148/148 [==============================] - 0s 68us/step - loss: 15944.3243 - mean_absolute_error: 103.5634 - val_loss: 33678.3134 - val_mean_absolute_error: 163.4822 Epoch 2884/5000 148/148 [==============================] - 0s 68us/step - loss: 15934.2728 - mean_absolute_error: 103.5655 - val_loss: 33656.4758 - val_mean_absolute_error: 163.4234 Epoch 2885/5000 148/148 [==============================] - 0s 68us/step - loss: 15922.5888 - mean_absolute_error: 103.5627 - val_loss: 33636.0065 - val_mean_absolute_error: 163.3685 Epoch 2886/5000 148/148 [==============================] - 0s 74us/step - loss: 15913.9460 - mean_absolute_error: 103.5521 - val_loss: 33616.6143 - val_mean_absolute_error: 163.3158 Epoch 2887/5000 148/148 [==============================] - 0s 68us/step - loss: 15903.7390 - mean_absolute_error: 103.5219 - val_loss: 33597.4863 - val_mean_absolute_error: 163.2632 Epoch 2888/5000 148/148 [==============================] - 0s 81us/step - loss: 15893.3510 - mean_absolute_error: 103.4872 - val_loss: 33579.5544 - val_mean_absolute_error: 163.2136 Epoch 2889/5000 148/148 [==============================] - 0s 74us/step - loss: 15885.5960 - mean_absolute_error: 103.4532 - val_loss: 33560.9587 - val_mean_absolute_error: 163.1623 Epoch 2890/5000 148/148 [==============================] - 0s 74us/step - loss: 15872.8683 - mean_absolute_error: 103.4025 - val_loss: 33541.1292 - val_mean_absolute_error: 163.1086 Epoch 2891/5000 148/148 [==============================] - 0s 68us/step - loss: 15862.9210 - mean_absolute_error: 103.3699 - val_loss: 33521.2424 - val_mean_absolute_error: 163.0547 Epoch 2892/5000 148/148 [==============================] - 0s 61us/step - loss: 15853.5449 - mean_absolute_error: 103.3198 - val_loss: 33502.2226 - val_mean_absolute_error: 163.0029 Epoch 2893/5000 148/148 [==============================] - 0s 68us/step - loss: 15841.8957 - mean_absolute_error: 103.3044 - val_loss: 33479.1868 - val_mean_absolute_error: 162.9420 Epoch 2894/5000 148/148 [==============================] - 0s 68us/step - loss: 15836.8973 - mean_absolute_error: 103.3412 - val_loss: 33457.3580 - val_mean_absolute_error: 162.8839 Epoch 2895/5000 148/148 [==============================] - 0s 61us/step - loss: 15824.1243 - mean_absolute_error: 103.3623 - val_loss: 33435.4255 - val_mean_absolute_error: 162.8249 Epoch 2896/5000 148/148 [==============================] - 0s 74us/step - loss: 15818.5921 - mean_absolute_error: 103.3729 - val_loss: 33413.3323 - val_mean_absolute_error: 162.7650 Epoch 2897/5000 148/148 [==============================] - 0s 68us/step - loss: 15806.7657 - mean_absolute_error: 103.3445 - val_loss: 33392.1602 - val_mean_absolute_error: 162.7073 Epoch 2898/5000 148/148 [==============================] - 0s 68us/step - loss: 15795.6884 - mean_absolute_error: 103.3070 - val_loss: 33372.7638 - val_mean_absolute_error: 162.6543 Epoch 2899/5000 148/148 [==============================] - 0s 68us/step - loss: 15785.8517 - mean_absolute_error: 103.2742 - val_loss: 33352.0312 - val_mean_absolute_error: 162.5978 Epoch 2900/5000 148/148 [==============================] - 0s 68us/step - loss: 15774.7210 - mean_absolute_error: 103.2331 - val_loss: 33330.6556 - val_mean_absolute_error: 162.5399 Epoch 2901/5000 148/148 [==============================] - 0s 68us/step - loss: 15762.3208 - mean_absolute_error: 103.1821 - val_loss: 33311.1894 - val_mean_absolute_error: 162.4871 Epoch 2902/5000 148/148 [==============================] - 0s 68us/step - loss: 15751.8095 - mean_absolute_error: 103.1270 - val_loss: 33290.9886 - val_mean_absolute_error: 162.4323 Epoch 2903/5000 148/148 [==============================] - 0s 68us/step - loss: 15739.7324 - mean_absolute_error: 103.0684 - val_loss: 33269.3777 - val_mean_absolute_error: 162.3741 Epoch 2904/5000 148/148 [==============================] - 0s 74us/step - loss: 15728.2102 - mean_absolute_error: 103.0175 - val_loss: 33248.6319 - val_mean_absolute_error: 162.3180 Epoch 2905/5000 148/148 [==============================] - 0s 61us/step - loss: 15717.3283 - mean_absolute_error: 102.9724 - val_loss: 33229.5248 - val_mean_absolute_error: 162.2659 Epoch 2906/5000 148/148 [==============================] - 0s 74us/step - loss: 15705.6299 - mean_absolute_error: 102.9176 - val_loss: 33211.6715 - val_mean_absolute_error: 162.2164 Epoch 2907/5000 148/148 [==============================] - 0s 68us/step - loss: 15695.6403 - mean_absolute_error: 102.8544 - val_loss: 33195.4714 - val_mean_absolute_error: 162.1714 Epoch 2908/5000 148/148 [==============================] - 0s 61us/step - loss: 15688.8576 - mean_absolute_error: 102.7945 - val_loss: 33179.2493 - val_mean_absolute_error: 162.1265 Epoch 2909/5000 148/148 [==============================] - 0s 68us/step - loss: 15676.3320 - mean_absolute_error: 102.7171 - val_loss: 33160.7477 - val_mean_absolute_error: 162.0755 Epoch 2910/5000 148/148 [==============================] - 0s 74us/step - loss: 15667.0939 - mean_absolute_error: 102.6673 - val_loss: 33141.0460 - val_mean_absolute_error: 162.0213 Epoch 2911/5000 148/148 [==============================] - 0s 68us/step - loss: 15656.7376 - mean_absolute_error: 102.6139 - val_loss: 33121.8321 - val_mean_absolute_error: 161.9687 Epoch 2912/5000 148/148 [==============================] - 0s 68us/step - loss: 15646.4968 - mean_absolute_error: 102.5965 - val_loss: 33099.0626 - val_mean_absolute_error: 161.9080 Epoch 2913/5000 148/148 [==============================] - 0s 68us/step - loss: 15635.7738 - mean_absolute_error: 102.6076 - val_loss: 33076.1231 - val_mean_absolute_error: 161.8467 Epoch 2914/5000 148/148 [==============================] - 0s 74us/step - loss: 15624.6149 - mean_absolute_error: 102.5940 - val_loss: 33053.8068 - val_mean_absolute_error: 161.7866 Epoch 2915/5000 148/148 [==============================] - 0s 68us/step - loss: 15614.7037 - mean_absolute_error: 102.5725 - val_loss: 33032.4777 - val_mean_absolute_error: 161.7288 Epoch 2916/5000 148/148 [==============================] - 0s 68us/step - loss: 15604.8289 - mean_absolute_error: 102.5464 - val_loss: 33012.9549 - val_mean_absolute_error: 161.6760 Epoch 2917/5000 148/148 [==============================] - 0s 68us/step - loss: 15592.7985 - mean_absolute_error: 102.5276 - val_loss: 32990.2505 - val_mean_absolute_error: 161.6152 Epoch 2918/5000 148/148 [==============================] - 0s 74us/step - loss: 15584.7393 - mean_absolute_error: 102.5261 - val_loss: 32968.9446 - val_mean_absolute_error: 161.5577 Epoch 2919/5000 148/148 [==============================] - 0s 74us/step - loss: 15574.7740 - mean_absolute_error: 102.5094 - val_loss: 32947.8458 - val_mean_absolute_error: 161.5006 Epoch 2920/5000 148/148 [==============================] - 0s 68us/step - loss: 15564.9927 - mean_absolute_error: 102.4868 - val_loss: 32927.8297 - val_mean_absolute_error: 161.4461 Epoch 2921/5000 148/148 [==============================] - 0s 68us/step - loss: 15554.2544 - mean_absolute_error: 102.4448 - val_loss: 32910.3108 - val_mean_absolute_error: 161.3979 Epoch 2922/5000 148/148 [==============================] - 0s 68us/step - loss: 15543.8260 - mean_absolute_error: 102.3860 - val_loss: 32892.0532 - val_mean_absolute_error: 161.3482 Epoch 2923/5000 148/148 [==============================] - 0s 67us/step - loss: 15531.6059 - mean_absolute_error: 102.3306 - val_loss: 32871.6806 - val_mean_absolute_error: 161.2927 Epoch 2924/5000 148/148 [==============================] - 0s 68us/step - loss: 15521.6574 - mean_absolute_error: 102.2867 - val_loss: 32850.5813 - val_mean_absolute_error: 161.2356 Epoch 2925/5000 148/148 [==============================] - 0s 68us/step - loss: 15510.1608 - mean_absolute_error: 102.2421 - val_loss: 32828.3973 - val_mean_absolute_error: 161.1754 Epoch 2926/5000 148/148 [==============================] - 0s 74us/step - loss: 15499.8477 - mean_absolute_error: 102.1906 - val_loss: 32808.4747 - val_mean_absolute_error: 161.1206 Epoch 2927/5000 148/148 [==============================] - 0s 74us/step - loss: 15486.8864 - mean_absolute_error: 102.1316 - val_loss: 32786.1462 - val_mean_absolute_error: 161.0600 Epoch 2928/5000 148/148 [==============================] - 0s 74us/step - loss: 15474.9766 - mean_absolute_error: 102.0892 - val_loss: 32764.3481 - val_mean_absolute_error: 161.0005 Epoch 2929/5000 148/148 [==============================] - 0s 68us/step - loss: 15465.0994 - mean_absolute_error: 102.0462 - val_loss: 32741.4815 - val_mean_absolute_error: 160.9382 Epoch 2930/5000 148/148 [==============================] - 0s 68us/step - loss: 15451.4166 - mean_absolute_error: 102.0425 - val_loss: 32715.3091 - val_mean_absolute_error: 160.8681 Epoch 2931/5000 148/148 [==============================] - 0s 68us/step - loss: 15450.5196 - mean_absolute_error: 102.1027 - val_loss: 32687.9586 - val_mean_absolute_error: 160.7949 Epoch 2932/5000 148/148 [==============================] - 0s 68us/step - loss: 15436.4747 - mean_absolute_error: 102.1318 - val_loss: 32664.0250 - val_mean_absolute_error: 160.7302 Epoch 2933/5000 148/148 [==============================] - 0s 68us/step - loss: 15428.2980 - mean_absolute_error: 102.1245 - val_loss: 32641.5198 - val_mean_absolute_error: 160.6687 Epoch 2934/5000 148/148 [==============================] - 0s 68us/step - loss: 15418.6512 - mean_absolute_error: 102.1098 - val_loss: 32620.2449 - val_mean_absolute_error: 160.6103 Epoch 2935/5000 148/148 [==============================] - 0s 68us/step - loss: 15408.3270 - mean_absolute_error: 102.1146 - val_loss: 32597.5567 - val_mean_absolute_error: 160.5486 Epoch 2936/5000 148/148 [==============================] - 0s 61us/step - loss: 15404.8765 - mean_absolute_error: 102.1436 - val_loss: 32577.2100 - val_mean_absolute_error: 160.4927 Epoch 2937/5000 148/148 [==============================] - 0s 74us/step - loss: 15398.0773 - mean_absolute_error: 102.1501 - val_loss: 32557.1982 - val_mean_absolute_error: 160.4375 Epoch 2938/5000 148/148 [==============================] - 0s 68us/step - loss: 15388.1723 - mean_absolute_error: 102.1288 - val_loss: 32537.9683 - val_mean_absolute_error: 160.3837 Epoch 2939/5000 148/148 [==============================] - 0s 68us/step - loss: 15378.6575 - mean_absolute_error: 102.0988 - val_loss: 32519.9846 - val_mean_absolute_error: 160.3334 Epoch 2940/5000 148/148 [==============================] - 0s 68us/step - loss: 15369.3418 - mean_absolute_error: 102.0469 - val_loss: 32503.4179 - val_mean_absolute_error: 160.2862 Epoch 2941/5000 148/148 [==============================] - 0s 74us/step - loss: 15357.2037 - mean_absolute_error: 101.9887 - val_loss: 32484.0443 - val_mean_absolute_error: 160.2319 Epoch 2942/5000 148/148 [==============================] - 0s 68us/step - loss: 15345.2433 - mean_absolute_error: 101.9432 - val_loss: 32466.8780 - val_mean_absolute_error: 160.1835 Epoch 2943/5000 148/148 [==============================] - 0s 74us/step - loss: 15336.0219 - mean_absolute_error: 101.9162 - val_loss: 32448.0491 - val_mean_absolute_error: 160.1314 Epoch 2944/5000 148/148 [==============================] - 0s 68us/step - loss: 15324.0749 - mean_absolute_error: 101.8699 - val_loss: 32429.2269 - val_mean_absolute_error: 160.0791 Epoch 2945/5000 148/148 [==============================] - 0s 74us/step - loss: 15313.4831 - mean_absolute_error: 101.8228 - val_loss: 32408.4184 - val_mean_absolute_error: 160.0212 Epoch 2946/5000 148/148 [==============================] - 0s 68us/step - loss: 15301.9133 - mean_absolute_error: 101.7683 - val_loss: 32387.5553 - val_mean_absolute_error: 159.9631 Epoch 2947/5000 148/148 [==============================] - 0s 81us/step - loss: 15290.6758 - mean_absolute_error: 101.7212 - val_loss: 32366.4829 - val_mean_absolute_error: 159.9044 Epoch 2948/5000 148/148 [==============================] - 0s 68us/step - loss: 15279.1843 - mean_absolute_error: 101.6750 - val_loss: 32345.2285 - val_mean_absolute_error: 159.8453 Epoch 2949/5000 148/148 [==============================] - 0s 68us/step - loss: 15267.4096 - mean_absolute_error: 101.6303 - val_loss: 32323.8218 - val_mean_absolute_error: 159.7858 Epoch 2950/5000 148/148 [==============================] - 0s 74us/step - loss: 15256.9411 - mean_absolute_error: 101.5868 - val_loss: 32302.8916 - val_mean_absolute_error: 159.7272 Epoch 2951/5000 148/148 [==============================] - 0s 68us/step - loss: 15244.2185 - mean_absolute_error: 101.5393 - val_loss: 32282.5566 - val_mean_absolute_error: 159.6703 Epoch 2952/5000 148/148 [==============================] - 0s 68us/step - loss: 15235.3118 - mean_absolute_error: 101.4963 - val_loss: 32263.9588 - val_mean_absolute_error: 159.6172 Epoch 2953/5000 148/148 [==============================] - 0s 74us/step - loss: 15223.0120 - mean_absolute_error: 101.4404 - val_loss: 32246.3761 - val_mean_absolute_error: 159.5672 Epoch 2954/5000 148/148 [==============================] - 0s 68us/step - loss: 15213.1854 - mean_absolute_error: 101.3939 - val_loss: 32228.0378 - val_mean_absolute_error: 159.5156 Epoch 2955/5000 148/148 [==============================] - 0s 68us/step - loss: 15202.8997 - mean_absolute_error: 101.3581 - val_loss: 32210.9265 - val_mean_absolute_error: 159.4675 Epoch 2956/5000 148/148 [==============================] - 0s 74us/step - loss: 15193.3064 - mean_absolute_error: 101.3272 - val_loss: 32194.7365 - val_mean_absolute_error: 159.4214 Epoch 2957/5000 148/148 [==============================] - 0s 68us/step - loss: 15184.7222 - mean_absolute_error: 101.2874 - val_loss: 32177.5045 - val_mean_absolute_error: 159.3726 Epoch 2958/5000 148/148 [==============================] - 0s 128us/step - loss: 15174.8121 - mean_absolute_error: 101.2435 - val_loss: 32159.1227 - val_mean_absolute_error: 159.3209 Epoch 2959/5000 148/148 [==============================] - 0s 61us/step - loss: 15164.1002 - mean_absolute_error: 101.2018 - val_loss: 32139.9906 - val_mean_absolute_error: 159.2669 Epoch 2960/5000 148/148 [==============================] - 0s 68us/step - loss: 15153.3601 - mean_absolute_error: 101.1603 - val_loss: 32118.7123 - val_mean_absolute_error: 159.2078 Epoch 2961/5000 148/148 [==============================] - 0s 74us/step - loss: 15142.0501 - mean_absolute_error: 101.1096 - val_loss: 32098.9313 - val_mean_absolute_error: 159.1530 Epoch 2962/5000 148/148 [==============================] - 0s 74us/step - loss: 15130.6796 - mean_absolute_error: 101.0566 - val_loss: 32081.4836 - val_mean_absolute_error: 159.1043 Epoch 2963/5000 148/148 [==============================] - 0s 68us/step - loss: 15120.9833 - mean_absolute_error: 101.0005 - val_loss: 32062.9448 - val_mean_absolute_error: 159.0527 Epoch 2964/5000 148/148 [==============================] - 0s 68us/step - loss: 15113.1338 - mean_absolute_error: 100.9495 - val_loss: 32043.0416 - val_mean_absolute_error: 158.9976 Epoch 2965/5000 148/148 [==============================] - 0s 74us/step - loss: 15098.9808 - mean_absolute_error: 100.9103 - val_loss: 32019.5471 - val_mean_absolute_error: 158.9338 Epoch 2966/5000 148/148 [==============================] - 0s 61us/step - loss: 15091.5595 - mean_absolute_error: 100.9327 - val_loss: 31997.9591 - val_mean_absolute_error: 158.8748 Epoch 2967/5000 148/148 [==============================] - 0s 61us/step - loss: 15082.1931 - mean_absolute_error: 100.9272 - val_loss: 31978.0975 - val_mean_absolute_error: 158.8201 Epoch 2968/5000 148/148 [==============================] - 0s 74us/step - loss: 15073.7644 - mean_absolute_error: 100.9058 - val_loss: 31959.6964 - val_mean_absolute_error: 158.7690 Epoch 2969/5000 148/148 [==============================] - 0s 74us/step - loss: 15064.3811 - mean_absolute_error: 100.8774 - val_loss: 31941.2251 - val_mean_absolute_error: 158.7176 Epoch 2970/5000 148/148 [==============================] - 0s 74us/step - loss: 15055.4047 - mean_absolute_error: 100.8470 - val_loss: 31922.4588 - val_mean_absolute_error: 158.6657 Epoch 2971/5000 148/148 [==============================] - 0s 68us/step - loss: 15045.5727 - mean_absolute_error: 100.8114 - val_loss: 31904.3172 - val_mean_absolute_error: 158.6154 Epoch 2972/5000 148/148 [==============================] - 0s 74us/step - loss: 15036.5473 - mean_absolute_error: 100.7835 - val_loss: 31885.8745 - val_mean_absolute_error: 158.5640 Epoch 2973/5000 148/148 [==============================] - ETA: 0s - loss: 14990.2812 - mean_absolute_error: 99.22 - 0s 61us/step - loss: 15026.6547 - mean_absolute_error: 100.7538 - val_loss: 31866.3512 - val_mean_absolute_error: 158.5099 Epoch 2974/5000 148/148 [==============================] - 0s 68us/step - loss: 15016.8390 - mean_absolute_error: 100.7470 - val_loss: 31843.6393 - val_mean_absolute_error: 158.4477 Epoch 2975/5000 148/148 [==============================] - 0s 74us/step - loss: 15014.6925 - mean_absolute_error: 100.7901 - val_loss: 31823.2589 - val_mean_absolute_error: 158.3914 Epoch 2976/5000 148/148 [==============================] - 0s 74us/step - loss: 15002.0584 - mean_absolute_error: 100.7678 - val_loss: 31804.1763 - val_mean_absolute_error: 158.3378 Epoch 2977/5000 148/148 [==============================] - 0s 68us/step - loss: 14993.6459 - mean_absolute_error: 100.7486 - val_loss: 31786.1657 - val_mean_absolute_error: 158.2876 Epoch 2978/5000 148/148 [==============================] - 0s 68us/step - loss: 14985.7428 - mean_absolute_error: 100.7308 - val_loss: 31767.4280 - val_mean_absolute_error: 158.2359 Epoch 2979/5000 148/148 [==============================] - 0s 61us/step - loss: 14975.2485 - mean_absolute_error: 100.6899 - val_loss: 31749.3653 - val_mean_absolute_error: 158.1857 Epoch 2980/5000 148/148 [==============================] - 0s 74us/step - loss: 14964.9231 - mean_absolute_error: 100.6438 - val_loss: 31730.9998 - val_mean_absolute_error: 158.1345 Epoch 2981/5000 148/148 [==============================] - 0s 68us/step - loss: 14953.9974 - mean_absolute_error: 100.5787 - val_loss: 31715.9948 - val_mean_absolute_error: 158.0921 Epoch 2982/5000 148/148 [==============================] - 0s 74us/step - loss: 14941.5672 - mean_absolute_error: 100.5227 - val_loss: 31700.1048 - val_mean_absolute_error: 158.0472 Epoch 2983/5000 148/148 [==============================] - 0s 74us/step - loss: 14932.6104 - mean_absolute_error: 100.4678 - val_loss: 31682.5300 - val_mean_absolute_error: 157.9978 Epoch 2984/5000 148/148 [==============================] - 0s 68us/step - loss: 14921.5826 - mean_absolute_error: 100.4113 - val_loss: 31665.0063 - val_mean_absolute_error: 157.9486 Epoch 2985/5000 148/148 [==============================] - 0s 74us/step - loss: 14909.7821 - mean_absolute_error: 100.3446 - val_loss: 31648.1431 - val_mean_absolute_error: 157.9012 Epoch 2986/5000 148/148 [==============================] - 0s 68us/step - loss: 14900.1663 - mean_absolute_error: 100.2828 - val_loss: 31629.8363 - val_mean_absolute_error: 157.8505 Epoch 2987/5000 148/148 [==============================] - 0s 68us/step - loss: 14888.7929 - mean_absolute_error: 100.2254 - val_loss: 31610.7149 - val_mean_absolute_error: 157.7979 Epoch 2988/5000 148/148 [==============================] - 0s 68us/step - loss: 14880.0672 - mean_absolute_error: 100.1842 - val_loss: 31591.6674 - val_mean_absolute_error: 157.7451 Epoch 2989/5000 148/148 [==============================] - 0s 74us/step - loss: 14869.2497 - mean_absolute_error: 100.1354 - val_loss: 31573.2366 - val_mean_absolute_error: 157.6931 Epoch 2990/5000 148/148 [==============================] - 0s 68us/step - loss: 14858.2418 - mean_absolute_error: 100.0871 - val_loss: 31553.8516 - val_mean_absolute_error: 157.6387 Epoch 2991/5000 148/148 [==============================] - 0s 68us/step - loss: 14848.2069 - mean_absolute_error: 100.0503 - val_loss: 31535.4814 - val_mean_absolute_error: 157.5871 Epoch 2992/5000 148/148 [==============================] - 0s 74us/step - loss: 14838.3760 - mean_absolute_error: 100.0066 - val_loss: 31517.1922 - val_mean_absolute_error: 157.5353 Epoch 2993/5000 148/148 [==============================] - 0s 74us/step - loss: 14828.5246 - mean_absolute_error: 99.9540 - val_loss: 31497.2088 - val_mean_absolute_error: 157.4791 Epoch 2994/5000 148/148 [==============================] - 0s 68us/step - loss: 14817.1567 - mean_absolute_error: 99.9062 - val_loss: 31478.4472 - val_mean_absolute_error: 157.4265 Epoch 2995/5000 148/148 [==============================] - 0s 74us/step - loss: 14809.1449 - mean_absolute_error: 99.8605 - val_loss: 31459.1254 - val_mean_absolute_error: 157.3727 Epoch 2996/5000 148/148 [==============================] - 0s 68us/step - loss: 14802.6202 - mean_absolute_error: 99.8612 - val_loss: 31437.9733 - val_mean_absolute_error: 157.3150 Epoch 2997/5000 148/148 [==============================] - 0s 81us/step - loss: 14790.7964 - mean_absolute_error: 99.8664 - val_loss: 31419.2727 - val_mean_absolute_error: 157.2632 Epoch 2998/5000 148/148 [==============================] - 0s 68us/step - loss: 14781.7955 - mean_absolute_error: 99.8548 - val_loss: 31400.8441 - val_mean_absolute_error: 157.2113 Epoch 2999/5000 148/148 [==============================] - 0s 68us/step - loss: 14772.5937 - mean_absolute_error: 99.8347 - val_loss: 31381.1165 - val_mean_absolute_error: 157.1559 Epoch 3000/5000 148/148 [==============================] - 0s 68us/step - loss: 14761.7869 - mean_absolute_error: 99.7914 - val_loss: 31363.4790 - val_mean_absolute_error: 157.1065 Epoch 3001/5000 148/148 [==============================] - 0s 74us/step - loss: 14752.5008 - mean_absolute_error: 99.7421 - val_loss: 31346.8254 - val_mean_absolute_error: 157.0596 Epoch 3002/5000 148/148 [==============================] - 0s 68us/step - loss: 14743.3217 - mean_absolute_error: 99.6978 - val_loss: 31329.7487 - val_mean_absolute_error: 157.0113 Epoch 3003/5000 148/148 [==============================] - 0s 74us/step - loss: 14733.9132 - mean_absolute_error: 99.6487 - val_loss: 31313.8112 - val_mean_absolute_error: 156.9649 Epoch 3004/5000 148/148 [==============================] - 0s 68us/step - loss: 14725.2983 - mean_absolute_error: 99.6080 - val_loss: 31297.8373 - val_mean_absolute_error: 156.9186 Epoch 3005/5000 148/148 [==============================] - 0s 74us/step - loss: 14715.4636 - mean_absolute_error: 99.5539 - val_loss: 31282.2270 - val_mean_absolute_error: 156.8736 Epoch 3006/5000 148/148 [==============================] - 0s 68us/step - loss: 14708.2910 - mean_absolute_error: 99.5067 - val_loss: 31266.9804 - val_mean_absolute_error: 156.8305 Epoch 3007/5000 148/148 [==============================] - 0s 68us/step - loss: 14699.0093 - mean_absolute_error: 99.4573 - val_loss: 31250.9781 - val_mean_absolute_error: 156.7859 Epoch 3008/5000 148/148 [==============================] - 0s 74us/step - loss: 14690.9212 - mean_absolute_error: 99.4135 - val_loss: 31233.0709 - val_mean_absolute_error: 156.7360 Epoch 3009/5000 148/148 [==============================] - 0s 61us/step - loss: 14682.3521 - mean_absolute_error: 99.3717 - val_loss: 31213.1661 - val_mean_absolute_error: 156.6809 Epoch 3010/5000 148/148 [==============================] - 0s 68us/step - loss: 14671.6384 - mean_absolute_error: 99.3269 - val_loss: 31192.9628 - val_mean_absolute_error: 156.6253 Epoch 3011/5000 148/148 [==============================] - 0s 68us/step - loss: 14660.4577 - mean_absolute_error: 99.2998 - val_loss: 31173.6702 - val_mean_absolute_error: 156.5719 Epoch 3012/5000 148/148 [==============================] - 0s 74us/step - loss: 14650.5951 - mean_absolute_error: 99.2776 - val_loss: 31156.8598 - val_mean_absolute_error: 156.5249 Epoch 3013/5000 148/148 [==============================] - 0s 68us/step - loss: 14640.6743 - mean_absolute_error: 99.2403 - val_loss: 31138.1427 - val_mean_absolute_error: 156.4730 Epoch 3014/5000 148/148 [==============================] - 0s 68us/step - loss: 14629.8480 - mean_absolute_error: 99.2054 - val_loss: 31119.0058 - val_mean_absolute_error: 156.4199 Epoch 3015/5000 148/148 [==============================] - 0s 74us/step - loss: 14620.3283 - mean_absolute_error: 99.1749 - val_loss: 31100.2770 - val_mean_absolute_error: 156.3680 Epoch 3016/5000 148/148 [==============================] - 0s 61us/step - loss: 14611.0892 - mean_absolute_error: 99.1462 - val_loss: 31081.9852 - val_mean_absolute_error: 156.3174 Epoch 3017/5000 148/148 [==============================] - 0s 81us/step - loss: 14601.4269 - mean_absolute_error: 99.1154 - val_loss: 31064.0898 - val_mean_absolute_error: 156.2677 Epoch 3018/5000 148/148 [==============================] - 0s 74us/step - loss: 14593.6432 - mean_absolute_error: 99.0815 - val_loss: 31045.6770 - val_mean_absolute_error: 156.2162 Epoch 3019/5000 148/148 [==============================] - 0s 68us/step - loss: 14582.6654 - mean_absolute_error: 99.0412 - val_loss: 31026.7353 - val_mean_absolute_error: 156.1634 Epoch 3020/5000 148/148 [==============================] - 0s 74us/step - loss: 14572.2033 - mean_absolute_error: 99.0135 - val_loss: 31009.5235 - val_mean_absolute_error: 156.1157 Epoch 3021/5000 148/148 [==============================] - 0s 68us/step - loss: 14563.2010 - mean_absolute_error: 98.9906 - val_loss: 30990.7762 - val_mean_absolute_error: 156.0643 Epoch 3022/5000 148/148 [==============================] - 0s 68us/step - loss: 14553.6730 - mean_absolute_error: 98.9662 - val_loss: 30972.2016 - val_mean_absolute_error: 156.0144 Epoch 3023/5000 148/148 [==============================] - 0s 61us/step - loss: 14542.9866 - mean_absolute_error: 98.9308 - val_loss: 30954.3530 - val_mean_absolute_error: 155.9668 Epoch 3024/5000 148/148 [==============================] - 0s 74us/step - loss: 14534.5389 - mean_absolute_error: 98.9060 - val_loss: 30936.0713 - val_mean_absolute_error: 155.9176 Epoch 3025/5000 148/148 [==============================] - 0s 68us/step - loss: 14524.5242 - mean_absolute_error: 98.8761 - val_loss: 30917.7563 - val_mean_absolute_error: 155.8679 Epoch 3026/5000 148/148 [==============================] - 0s 68us/step - loss: 14515.4800 - mean_absolute_error: 98.8480 - val_loss: 30898.6691 - val_mean_absolute_error: 155.8163 Epoch 3027/5000 148/148 [==============================] - 0s 68us/step - loss: 14505.8188 - mean_absolute_error: 98.8185 - val_loss: 30879.1958 - val_mean_absolute_error: 155.7638 Epoch 3028/5000 148/148 [==============================] - 0s 74us/step - loss: 14495.4803 - mean_absolute_error: 98.7838 - val_loss: 30860.6789 - val_mean_absolute_error: 155.7139 Epoch 3029/5000 148/148 [==============================] - 0s 68us/step - loss: 14485.6163 - mean_absolute_error: 98.7448 - val_loss: 30841.5677 - val_mean_absolute_error: 155.6621 Epoch 3030/5000 148/148 [==============================] - 0s 61us/step - loss: 14475.7778 - mean_absolute_error: 98.7058 - val_loss: 30821.8206 - val_mean_absolute_error: 155.6088 Epoch 3031/5000 148/148 [==============================] - 0s 68us/step - loss: 14465.9422 - mean_absolute_error: 98.6682 - val_loss: 30802.1758 - val_mean_absolute_error: 155.5556 Epoch 3032/5000 148/148 [==============================] - 0s 61us/step - loss: 14456.1464 - mean_absolute_error: 98.6293 - val_loss: 30784.3481 - val_mean_absolute_error: 155.5069 Epoch 3033/5000 148/148 [==============================] - 0s 68us/step - loss: 14446.5118 - mean_absolute_error: 98.5952 - val_loss: 30766.9201 - val_mean_absolute_error: 155.4596 Epoch 3034/5000 148/148 [==============================] - 0s 74us/step - loss: 14437.2352 - mean_absolute_error: 98.5636 - val_loss: 30748.9719 - val_mean_absolute_error: 155.4111 Epoch 3035/5000 148/148 [==============================] - 0s 68us/step - loss: 14428.2968 - mean_absolute_error: 98.5319 - val_loss: 30731.4634 - val_mean_absolute_error: 155.3636 Epoch 3036/5000 148/148 [==============================] - 0s 68us/step - loss: 14418.8533 - mean_absolute_error: 98.4881 - val_loss: 30714.9955 - val_mean_absolute_error: 155.3186 Epoch 3037/5000 148/148 [==============================] - 0s 68us/step - loss: 14409.6038 - mean_absolute_error: 98.4434 - val_loss: 30696.7659 - val_mean_absolute_error: 155.2692 Epoch 3038/5000 148/148 [==============================] - 0s 68us/step - loss: 14399.6764 - mean_absolute_error: 98.4008 - val_loss: 30678.3759 - val_mean_absolute_error: 155.2192 Epoch 3039/5000 148/148 [==============================] - 0s 68us/step - loss: 14390.8880 - mean_absolute_error: 98.3731 - val_loss: 30659.2460 - val_mean_absolute_error: 155.1677 Epoch 3040/5000 148/148 [==============================] - 0s 74us/step - loss: 14380.3239 - mean_absolute_error: 98.3414 - val_loss: 30642.7384 - val_mean_absolute_error: 155.1228 Epoch 3041/5000 148/148 [==============================] - 0s 74us/step - loss: 14370.8706 - mean_absolute_error: 98.3079 - val_loss: 30624.2337 - val_mean_absolute_error: 155.0727 Epoch 3042/5000 148/148 [==============================] - 0s 68us/step - loss: 14360.7069 - mean_absolute_error: 98.2716 - val_loss: 30604.9994 - val_mean_absolute_error: 155.0207 Epoch 3043/5000 148/148 [==============================] - 0s 68us/step - loss: 14351.0183 - mean_absolute_error: 98.2382 - val_loss: 30585.6623 - val_mean_absolute_error: 154.9683 Epoch 3044/5000 148/148 [==============================] - 0s 68us/step - loss: 14340.7758 - mean_absolute_error: 98.2007 - val_loss: 30567.5460 - val_mean_absolute_error: 154.9189 Epoch 3045/5000 148/148 [==============================] - 0s 74us/step - loss: 14331.0039 - mean_absolute_error: 98.1621 - val_loss: 30548.9134 - val_mean_absolute_error: 154.8683 Epoch 3046/5000 148/148 [==============================] - 0s 61us/step - loss: 14320.8200 - mean_absolute_error: 98.1263 - val_loss: 30528.8537 - val_mean_absolute_error: 154.8147 Epoch 3047/5000 148/148 [==============================] - 0s 68us/step - loss: 14311.0102 - mean_absolute_error: 98.0949 - val_loss: 30509.9409 - val_mean_absolute_error: 154.7639 Epoch 3048/5000 148/148 [==============================] - 0s 68us/step - loss: 14301.1609 - mean_absolute_error: 98.0664 - val_loss: 30490.8912 - val_mean_absolute_error: 154.7123 Epoch 3049/5000 148/148 [==============================] - 0s 74us/step - loss: 14292.1150 - mean_absolute_error: 98.0514 - val_loss: 30470.5986 - val_mean_absolute_error: 154.6575 Epoch 3050/5000 148/148 [==============================] - 0s 68us/step - loss: 14282.1695 - mean_absolute_error: 98.0263 - val_loss: 30450.0328 - val_mean_absolute_error: 154.6019 Epoch 3051/5000 148/148 [==============================] - 0s 74us/step - loss: 14271.0862 - mean_absolute_error: 97.9947 - val_loss: 30429.9827 - val_mean_absolute_error: 154.5475 Epoch 3052/5000 148/148 [==============================] - 0s 74us/step - loss: 14260.9034 - mean_absolute_error: 97.9573 - val_loss: 30409.7644 - val_mean_absolute_error: 154.4924 Epoch 3053/5000 148/148 [==============================] - 0s 74us/step - loss: 14250.7817 - mean_absolute_error: 97.9183 - val_loss: 30391.3005 - val_mean_absolute_error: 154.4418 Epoch 3054/5000 148/148 [==============================] - 0s 74us/step - loss: 14240.7238 - mean_absolute_error: 97.8876 - val_loss: 30371.6915 - val_mean_absolute_error: 154.3888 Epoch 3055/5000 148/148 [==============================] - 0s 61us/step - loss: 14230.6734 - mean_absolute_error: 97.8538 - val_loss: 30351.8928 - val_mean_absolute_error: 154.3350 Epoch 3056/5000 148/148 [==============================] - 0s 68us/step - loss: 14220.0572 - mean_absolute_error: 97.8137 - val_loss: 30335.0299 - val_mean_absolute_error: 154.2884 Epoch 3057/5000 148/148 [==============================] - 0s 74us/step - loss: 14210.7433 - mean_absolute_error: 97.7738 - val_loss: 30316.9511 - val_mean_absolute_error: 154.2383 Epoch 3058/5000 148/148 [==============================] - 0s 74us/step - loss: 14201.2259 - mean_absolute_error: 97.7340 - val_loss: 30297.2602 - val_mean_absolute_error: 154.1841 Epoch 3059/5000 148/148 [==============================] - 0s 68us/step - loss: 14191.5954 - mean_absolute_error: 97.7040 - val_loss: 30277.9701 - val_mean_absolute_error: 154.1312 Epoch 3060/5000 148/148 [==============================] - 0s 68us/step - loss: 14181.6616 - mean_absolute_error: 97.6628 - val_loss: 30260.0921 - val_mean_absolute_error: 154.0818 Epoch 3061/5000 148/148 [==============================] - 0s 68us/step - loss: 14172.3520 - mean_absolute_error: 97.6159 - val_loss: 30243.4727 - val_mean_absolute_error: 154.0353 Epoch 3062/5000 148/148 [==============================] - 0s 81us/step - loss: 14162.8903 - mean_absolute_error: 97.5733 - val_loss: 30225.9856 - val_mean_absolute_error: 153.9869 Epoch 3063/5000 148/148 [==============================] - 0s 88us/step - loss: 14153.7816 - mean_absolute_error: 97.5347 - val_loss: 30208.9223 - val_mean_absolute_error: 153.9397 Epoch 3064/5000 148/148 [==============================] - 0s 101us/step - loss: 14144.3563 - mean_absolute_error: 97.4970 - val_loss: 30190.9888 - val_mean_absolute_error: 153.8903 Epoch 3065/5000 148/148 [==============================] - 0s 68us/step - loss: 14135.1981 - mean_absolute_error: 97.4575 - val_loss: 30174.2442 - val_mean_absolute_error: 153.8439 Epoch 3066/5000 148/148 [==============================] - 0s 68us/step - loss: 14126.2896 - mean_absolute_error: 97.4084 - val_loss: 30158.4366 - val_mean_absolute_error: 153.8004 Epoch 3067/5000 148/148 [==============================] - 0s 81us/step - loss: 14118.4007 - mean_absolute_error: 97.3594 - val_loss: 30140.5087 - val_mean_absolute_error: 153.7510 Epoch 3068/5000 148/148 [==============================] - 0s 74us/step - loss: 14106.7662 - mean_absolute_error: 97.3069 - val_loss: 30123.5956 - val_mean_absolute_error: 153.7036 Epoch 3069/5000 148/148 [==============================] - 0s 68us/step - loss: 14097.2794 - mean_absolute_error: 97.2653 - val_loss: 30105.7744 - val_mean_absolute_error: 153.6536 Epoch 3070/5000 148/148 [==============================] - 0s 74us/step - loss: 14088.0934 - mean_absolute_error: 97.2241 - val_loss: 30085.5254 - val_mean_absolute_error: 153.5980 Epoch 3071/5000 148/148 [==============================] - 0s 68us/step - loss: 14078.7095 - mean_absolute_error: 97.2323 - val_loss: 30064.2473 - val_mean_absolute_error: 153.5408 Epoch 3072/5000 148/148 [==============================] - 0s 61us/step - loss: 14068.2996 - mean_absolute_error: 97.2216 - val_loss: 30046.1124 - val_mean_absolute_error: 153.4913 Epoch 3073/5000 148/148 [==============================] - 0s 74us/step - loss: 14060.9299 - mean_absolute_error: 97.2085 - val_loss: 30028.4290 - val_mean_absolute_error: 153.4425 Epoch 3074/5000 148/148 [==============================] - 0s 68us/step - loss: 14052.0067 - mean_absolute_error: 97.1841 - val_loss: 30009.4378 - val_mean_absolute_error: 153.3904 Epoch 3075/5000 148/148 [==============================] - 0s 61us/step - loss: 14040.9742 - mean_absolute_error: 97.1520 - val_loss: 29990.9455 - val_mean_absolute_error: 153.3392 Epoch 3076/5000 148/148 [==============================] - 0s 74us/step - loss: 14031.8324 - mean_absolute_error: 97.1216 - val_loss: 29971.7409 - val_mean_absolute_error: 153.2862 Epoch 3077/5000 148/148 [==============================] - 0s 74us/step - loss: 14022.3027 - mean_absolute_error: 97.0889 - val_loss: 29951.6973 - val_mean_absolute_error: 153.2310 Epoch 3078/5000 148/148 [==============================] - 0s 61us/step - loss: 14011.5741 - mean_absolute_error: 97.0499 - val_loss: 29933.1046 - val_mean_absolute_error: 153.1796 Epoch 3079/5000 148/148 [==============================] - 0s 68us/step - loss: 14003.0022 - mean_absolute_error: 97.0142 - val_loss: 29914.8434 - val_mean_absolute_error: 153.1290 Epoch 3080/5000 148/148 [==============================] - 0s 74us/step - loss: 13992.8489 - mean_absolute_error: 96.9783 - val_loss: 29895.5130 - val_mean_absolute_error: 153.0760 Epoch 3081/5000 148/148 [==============================] - 0s 74us/step - loss: 13982.8323 - mean_absolute_error: 96.9413 - val_loss: 29875.8798 - val_mean_absolute_error: 153.0220 Epoch 3082/5000 148/148 [==============================] - 0s 68us/step - loss: 13973.7182 - mean_absolute_error: 96.9129 - val_loss: 29857.0677 - val_mean_absolute_error: 152.9704 Epoch 3083/5000 148/148 [==============================] - 0s 68us/step - loss: 13963.7875 - mean_absolute_error: 96.8763 - val_loss: 29838.2895 - val_mean_absolute_error: 152.9186 Epoch 3084/5000 148/148 [==============================] - 0s 68us/step - loss: 13953.7970 - mean_absolute_error: 96.8463 - val_loss: 29820.3160 - val_mean_absolute_error: 152.8690 Epoch 3085/5000 148/148 [==============================] - 0s 68us/step - loss: 13945.6232 - mean_absolute_error: 96.8240 - val_loss: 29803.4613 - val_mean_absolute_error: 152.8223 Epoch 3086/5000 148/148 [==============================] - 0s 74us/step - loss: 13938.3639 - mean_absolute_error: 96.7974 - val_loss: 29788.5934 - val_mean_absolute_error: 152.7806 Epoch 3087/5000 148/148 [==============================] - 0s 68us/step - loss: 13929.0431 - mean_absolute_error: 96.7554 - val_loss: 29772.4058 - val_mean_absolute_error: 152.7351 Epoch 3088/5000 148/148 [==============================] - 0s 68us/step - loss: 13920.2579 - mean_absolute_error: 96.7245 - val_loss: 29754.9480 - val_mean_absolute_error: 152.6864 Epoch 3089/5000 148/148 [==============================] - 0s 74us/step - loss: 13910.7132 - mean_absolute_error: 96.6891 - val_loss: 29736.4307 - val_mean_absolute_error: 152.6347 Epoch 3090/5000 148/148 [==============================] - 0s 68us/step - loss: 13901.5156 - mean_absolute_error: 96.6563 - val_loss: 29718.0304 - val_mean_absolute_error: 152.5833 Epoch 3091/5000 148/148 [==============================] - 0s 68us/step - loss: 13891.8233 - mean_absolute_error: 96.6179 - val_loss: 29700.6202 - val_mean_absolute_error: 152.5347 Epoch 3092/5000 148/148 [==============================] - 0s 74us/step - loss: 13883.1329 - mean_absolute_error: 96.5759 - val_loss: 29683.4266 - val_mean_absolute_error: 152.4865 Epoch 3093/5000 148/148 [==============================] - 0s 74us/step - loss: 13873.9825 - mean_absolute_error: 96.5403 - val_loss: 29666.2433 - val_mean_absolute_error: 152.4387 Epoch 3094/5000 148/148 [==============================] - 0s 68us/step - loss: 13866.2741 - mean_absolute_error: 96.5141 - val_loss: 29648.7286 - val_mean_absolute_error: 152.3901 Epoch 3095/5000 148/148 [==============================] - 0s 68us/step - loss: 13856.1608 - mean_absolute_error: 96.4854 - val_loss: 29631.4224 - val_mean_absolute_error: 152.3418 Epoch 3096/5000 148/148 [==============================] - 0s 68us/step - loss: 13848.0648 - mean_absolute_error: 96.4522 - val_loss: 29613.3973 - val_mean_absolute_error: 152.2918 Epoch 3097/5000 148/148 [==============================] - 0s 68us/step - loss: 13838.3714 - mean_absolute_error: 96.4028 - val_loss: 29596.1795 - val_mean_absolute_error: 152.2446 Epoch 3098/5000 148/148 [==============================] - 0s 68us/step - loss: 13829.3052 - mean_absolute_error: 96.3686 - val_loss: 29579.6767 - val_mean_absolute_error: 152.1993 Epoch 3099/5000 148/148 [==============================] - 0s 68us/step - loss: 13820.9057 - mean_absolute_error: 96.3279 - val_loss: 29564.1147 - val_mean_absolute_error: 152.1558 Epoch 3100/5000 148/148 [==============================] - 0s 68us/step - loss: 13812.4425 - mean_absolute_error: 96.2827 - val_loss: 29547.2240 - val_mean_absolute_error: 152.1087 Epoch 3101/5000 148/148 [==============================] - 0s 74us/step - loss: 13803.1701 - mean_absolute_error: 96.2424 - val_loss: 29529.9617 - val_mean_absolute_error: 152.0606 Epoch 3102/5000 148/148 [==============================] - 0s 68us/step - loss: 13795.2806 - mean_absolute_error: 96.2044 - val_loss: 29513.2407 - val_mean_absolute_error: 152.0138 Epoch 3103/5000 148/148 [==============================] - 0s 74us/step - loss: 13786.4290 - mean_absolute_error: 96.1676 - val_loss: 29496.1795 - val_mean_absolute_error: 151.9663 Epoch 3104/5000 148/148 [==============================] - 0s 68us/step - loss: 13778.4326 - mean_absolute_error: 96.1579 - val_loss: 29479.9131 - val_mean_absolute_error: 151.9209 Epoch 3105/5000 148/148 [==============================] - 0s 74us/step - loss: 13769.8392 - mean_absolute_error: 96.1570 - val_loss: 29464.7476 - val_mean_absolute_error: 151.8784 Epoch 3106/5000 148/148 [==============================] - 0s 68us/step - loss: 13761.9821 - mean_absolute_error: 96.1594 - val_loss: 29449.2575 - val_mean_absolute_error: 151.8345 Epoch 3107/5000 148/148 [==============================] - 0s 68us/step - loss: 13755.0795 - mean_absolute_error: 96.1571 - val_loss: 29432.9299 - val_mean_absolute_error: 151.7882 Epoch 3108/5000 148/148 [==============================] - 0s 74us/step - loss: 13747.4646 - mean_absolute_error: 96.1443 - val_loss: 29417.0606 - val_mean_absolute_error: 151.7429 Epoch 3109/5000 148/148 [==============================] - 0s 74us/step - loss: 13738.3429 - mean_absolute_error: 96.1166 - val_loss: 29401.8520 - val_mean_absolute_error: 151.6994 Epoch 3110/5000 148/148 [==============================] - 0s 68us/step - loss: 13730.8905 - mean_absolute_error: 96.0931 - val_loss: 29385.3957 - val_mean_absolute_error: 151.6530 Epoch 3111/5000 148/148 [==============================] - 0s 74us/step - loss: 13721.0828 - mean_absolute_error: 96.0582 - val_loss: 29367.2129 - val_mean_absolute_error: 151.6020 Epoch 3112/5000 148/148 [==============================] - 0s 68us/step - loss: 13712.1563 - mean_absolute_error: 96.0260 - val_loss: 29347.4443 - val_mean_absolute_error: 151.5475 Epoch 3113/5000 148/148 [==============================] - 0s 74us/step - loss: 13701.6178 - mean_absolute_error: 95.9898 - val_loss: 29328.9080 - val_mean_absolute_error: 151.4959 Epoch 3114/5000 148/148 [==============================] - 0s 68us/step - loss: 13692.8276 - mean_absolute_error: 95.9574 - val_loss: 29309.6055 - val_mean_absolute_error: 151.4420 Epoch 3115/5000 148/148 [==============================] - 0s 68us/step - loss: 13682.9465 - mean_absolute_error: 95.9188 - val_loss: 29291.7887 - val_mean_absolute_error: 151.3918 Epoch 3116/5000 148/148 [==============================] - 0s 81us/step - loss: 13674.0890 - mean_absolute_error: 95.8850 - val_loss: 29272.5937 - val_mean_absolute_error: 151.3376 Epoch 3117/5000 148/148 [==============================] - 0s 74us/step - loss: 13664.5394 - mean_absolute_error: 95.8421 - val_loss: 29254.5130 - val_mean_absolute_error: 151.2865 Epoch 3118/5000 148/148 [==============================] - 0s 68us/step - loss: 13655.8401 - mean_absolute_error: 95.7977 - val_loss: 29237.9726 - val_mean_absolute_error: 151.2397 Epoch 3119/5000 148/148 [==============================] - 0s 68us/step - loss: 13647.0650 - mean_absolute_error: 95.7549 - val_loss: 29220.9454 - val_mean_absolute_error: 151.1917 Epoch 3120/5000 148/148 [==============================] - 0s 68us/step - loss: 13637.9102 - mean_absolute_error: 95.7160 - val_loss: 29203.9566 - val_mean_absolute_error: 151.1447 Epoch 3121/5000 148/148 [==============================] - 0s 74us/step - loss: 13629.4631 - mean_absolute_error: 95.6805 - val_loss: 29186.0293 - val_mean_absolute_error: 151.0957 Epoch 3122/5000 148/148 [==============================] - 0s 68us/step - loss: 13624.7676 - mean_absolute_error: 95.6993 - val_loss: 29164.1169 - val_mean_absolute_error: 151.0369 Epoch 3123/5000 148/148 [==============================] - 0s 68us/step - loss: 13613.1169 - mean_absolute_error: 95.6943 - val_loss: 29144.8194 - val_mean_absolute_error: 150.9844 Epoch 3124/5000 148/148 [==============================] - 0s 74us/step - loss: 13605.4577 - mean_absolute_error: 95.6947 - val_loss: 29126.5273 - val_mean_absolute_error: 150.9343 Epoch 3125/5000 148/148 [==============================] - 0s 68us/step - loss: 13596.6656 - mean_absolute_error: 95.6728 - val_loss: 29108.7727 - val_mean_absolute_error: 150.8849 Epoch 3126/5000 148/148 [==============================] - 0s 68us/step - loss: 13588.0146 - mean_absolute_error: 95.6409 - val_loss: 29091.3397 - val_mean_absolute_error: 150.8366 Epoch 3127/5000 148/148 [==============================] - 0s 68us/step - loss: 13579.7111 - mean_absolute_error: 95.6087 - val_loss: 29073.8962 - val_mean_absolute_error: 150.7883 Epoch 3128/5000 148/148 [==============================] - 0s 74us/step - loss: 13570.2490 - mean_absolute_error: 95.5702 - val_loss: 29057.3829 - val_mean_absolute_error: 150.7422 Epoch 3129/5000 148/148 [==============================] - 0s 68us/step - loss: 13560.9705 - mean_absolute_error: 95.5050 - val_loss: 29041.1407 - val_mean_absolute_error: 150.6965 Epoch 3130/5000 148/148 [==============================] - 0s 74us/step - loss: 13552.7144 - mean_absolute_error: 95.4605 - val_loss: 29025.0884 - val_mean_absolute_error: 150.6513 Epoch 3131/5000 148/148 [==============================] - 0s 74us/step - loss: 13543.5998 - mean_absolute_error: 95.4130 - val_loss: 29008.6820 - val_mean_absolute_error: 150.6057 Epoch 3132/5000 148/148 [==============================] - 0s 74us/step - loss: 13534.4788 - mean_absolute_error: 95.3714 - val_loss: 28990.9123 - val_mean_absolute_error: 150.5563 Epoch 3133/5000 148/148 [==============================] - 0s 74us/step - loss: 13526.2336 - mean_absolute_error: 95.3320 - val_loss: 28972.2728 - val_mean_absolute_error: 150.5048 Epoch 3134/5000 148/148 [==============================] - 0s 68us/step - loss: 13513.8804 - mean_absolute_error: 95.3240 - val_loss: 28950.3218 - val_mean_absolute_error: 150.4457 Epoch 3135/5000 148/148 [==============================] - 0s 68us/step - loss: 13508.8697 - mean_absolute_error: 95.3344 - val_loss: 28928.9652 - val_mean_absolute_error: 150.3877 Epoch 3136/5000 148/148 [==============================] - 0s 61us/step - loss: 13498.9766 - mean_absolute_error: 95.3341 - val_loss: 28909.4563 - val_mean_absolute_error: 150.3334 Epoch 3137/5000 148/148 [==============================] - 0s 74us/step - loss: 13491.2818 - mean_absolute_error: 95.3222 - val_loss: 28891.8052 - val_mean_absolute_error: 150.2842 Epoch 3138/5000 148/148 [==============================] - 0s 74us/step - loss: 13482.8117 - mean_absolute_error: 95.2968 - val_loss: 28875.0869 - val_mean_absolute_error: 150.2369 Epoch 3139/5000 148/148 [==============================] - 0s 74us/step - loss: 13473.5958 - mean_absolute_error: 95.2633 - val_loss: 28858.2118 - val_mean_absolute_error: 150.1895 Epoch 3140/5000 148/148 [==============================] - 0s 68us/step - loss: 13465.6510 - mean_absolute_error: 95.2325 - val_loss: 28840.8401 - val_mean_absolute_error: 150.1408 Epoch 3141/5000 148/148 [==============================] - 0s 68us/step - loss: 13456.4087 - mean_absolute_error: 95.1948 - val_loss: 28825.4191 - val_mean_absolute_error: 150.0974 Epoch 3142/5000 148/148 [==============================] - 0s 74us/step - loss: 13448.1155 - mean_absolute_error: 95.1466 - val_loss: 28811.4566 - val_mean_absolute_error: 150.0576 Epoch 3143/5000 148/148 [==============================] - 0s 68us/step - loss: 13440.1827 - mean_absolute_error: 95.0957 - val_loss: 28796.7508 - val_mean_absolute_error: 150.0160 Epoch 3144/5000 148/148 [==============================] - 0s 74us/step - loss: 13431.0790 - mean_absolute_error: 95.0431 - val_loss: 28781.8200 - val_mean_absolute_error: 149.9738 Epoch 3145/5000 148/148 [==============================] - 0s 61us/step - loss: 13421.8179 - mean_absolute_error: 95.0006 - val_loss: 28765.4548 - val_mean_absolute_error: 149.9279 Epoch 3146/5000 148/148 [==============================] - 0s 81us/step - loss: 13414.0508 - mean_absolute_error: 94.9665 - val_loss: 28747.2500 - val_mean_absolute_error: 149.8772 Epoch 3147/5000 148/148 [==============================] - 0s 61us/step - loss: 13406.1658 - mean_absolute_error: 94.9731 - val_loss: 28724.8775 - val_mean_absolute_error: 149.8164 Epoch 3148/5000 148/148 [==============================] - 0s 68us/step - loss: 13397.4941 - mean_absolute_error: 94.9979 - val_loss: 28704.8825 - val_mean_absolute_error: 149.7615 Epoch 3149/5000 148/148 [==============================] - 0s 74us/step - loss: 13390.2943 - mean_absolute_error: 94.9914 - val_loss: 28686.0288 - val_mean_absolute_error: 149.7093 Epoch 3150/5000 148/148 [==============================] - 0s 68us/step - loss: 13382.0485 - mean_absolute_error: 94.9711 - val_loss: 28667.7338 - val_mean_absolute_error: 149.6585 Epoch 3151/5000 148/148 [==============================] - 0s 68us/step - loss: 13372.5138 - mean_absolute_error: 94.9763 - val_loss: 28648.2134 - val_mean_absolute_error: 149.6049 Epoch 3152/5000 148/148 [==============================] - 0s 68us/step - loss: 13368.2009 - mean_absolute_error: 94.9854 - val_loss: 28630.3730 - val_mean_absolute_error: 149.5556 Epoch 3153/5000 148/148 [==============================] - 0s 68us/step - loss: 13362.2974 - mean_absolute_error: 94.9778 - val_loss: 28613.8775 - val_mean_absolute_error: 149.5095 Epoch 3154/5000 148/148 [==============================] - 0s 61us/step - loss: 13355.0721 - mean_absolute_error: 94.9565 - val_loss: 28597.4256 - val_mean_absolute_error: 149.4635 Epoch 3155/5000 148/148 [==============================] - 0s 74us/step - loss: 13347.2991 - mean_absolute_error: 94.9252 - val_loss: 28581.6383 - val_mean_absolute_error: 149.4192 Epoch 3156/5000 148/148 [==============================] - 0s 74us/step - loss: 13338.9338 - mean_absolute_error: 94.8892 - val_loss: 28562.9905 - val_mean_absolute_error: 149.3676 Epoch 3157/5000 148/148 [==============================] - 0s 74us/step - loss: 13338.2964 - mean_absolute_error: 94.9116 - val_loss: 28541.8028 - val_mean_absolute_error: 149.3097 Epoch 3158/5000 148/148 [==============================] - 0s 68us/step - loss: 13325.5656 - mean_absolute_error: 94.9067 - val_loss: 28523.9940 - val_mean_absolute_error: 149.2604 Epoch 3159/5000 148/148 [==============================] - 0s 74us/step - loss: 13319.2810 - mean_absolute_error: 94.8925 - val_loss: 28507.1483 - val_mean_absolute_error: 149.2133 Epoch 3160/5000 148/148 [==============================] - 0s 74us/step - loss: 13309.6851 - mean_absolute_error: 94.8578 - val_loss: 28489.8491 - val_mean_absolute_error: 149.1648 Epoch 3161/5000 148/148 [==============================] - 0s 61us/step - loss: 13300.8619 - mean_absolute_error: 94.8113 - val_loss: 28472.2848 - val_mean_absolute_error: 149.1155 Epoch 3162/5000 148/148 [==============================] - 0s 68us/step - loss: 13296.5510 - mean_absolute_error: 94.8047 - val_loss: 28454.9452 - val_mean_absolute_error: 149.0667 Epoch 3163/5000 148/148 [==============================] - 0s 68us/step - loss: 13284.9172 - mean_absolute_error: 94.7775 - val_loss: 28439.1906 - val_mean_absolute_error: 149.0221 Epoch 3164/5000 148/148 [==============================] - 0s 68us/step - loss: 13276.5933 - mean_absolute_error: 94.7488 - val_loss: 28423.6675 - val_mean_absolute_error: 148.9778 Epoch 3165/5000 148/148 [==============================] - 0s 74us/step - loss: 13268.2488 - mean_absolute_error: 94.7137 - val_loss: 28406.6617 - val_mean_absolute_error: 148.9297 Epoch 3166/5000 148/148 [==============================] - 0s 68us/step - loss: 13258.2587 - mean_absolute_error: 94.6855 - val_loss: 28389.1304 - val_mean_absolute_error: 148.8801 Epoch 3167/5000 148/148 [==============================] - 0s 68us/step - loss: 13252.5179 - mean_absolute_error: 94.6845 - val_loss: 28371.4789 - val_mean_absolute_error: 148.8299 Epoch 3168/5000 148/148 [==============================] - 0s 68us/step - loss: 13242.8305 - mean_absolute_error: 94.6536 - val_loss: 28352.7935 - val_mean_absolute_error: 148.7772 Epoch 3169/5000 148/148 [==============================] - 0s 68us/step - loss: 13233.2142 - mean_absolute_error: 94.6161 - val_loss: 28334.0938 - val_mean_absolute_error: 148.7242 Epoch 3170/5000 148/148 [==============================] - 0s 68us/step - loss: 13223.2793 - mean_absolute_error: 94.5745 - val_loss: 28317.3109 - val_mean_absolute_error: 148.6763 Epoch 3171/5000 148/148 [==============================] - 0s 74us/step - loss: 13212.7472 - mean_absolute_error: 94.5198 - val_loss: 28302.5323 - val_mean_absolute_error: 148.6338 Epoch 3172/5000 148/148 [==============================] - 0s 74us/step - loss: 13204.1933 - mean_absolute_error: 94.4709 - val_loss: 28287.9498 - val_mean_absolute_error: 148.5920 Epoch 3173/5000 148/148 [==============================] - 0s 74us/step - loss: 13194.6907 - mean_absolute_error: 94.4130 - val_loss: 28274.3713 - val_mean_absolute_error: 148.5529 Epoch 3174/5000 148/148 [==============================] - 0s 68us/step - loss: 13186.6659 - mean_absolute_error: 94.3672 - val_loss: 28261.0811 - val_mean_absolute_error: 148.5140 Epoch 3175/5000 148/148 [==============================] - 0s 81us/step - loss: 13176.4393 - mean_absolute_error: 94.3364 - val_loss: 28247.4264 - val_mean_absolute_error: 148.4747 Epoch 3176/5000 148/148 [==============================] - 0s 68us/step - loss: 13172.9502 - mean_absolute_error: 94.3392 - val_loss: 28232.8831 - val_mean_absolute_error: 148.4332 Epoch 3177/5000 148/148 [==============================] - 0s 68us/step - loss: 13165.6836 - mean_absolute_error: 94.3158 - val_loss: 28219.6506 - val_mean_absolute_error: 148.3950 Epoch 3178/5000 148/148 [==============================] - 0s 68us/step - loss: 13157.9242 - mean_absolute_error: 94.2840 - val_loss: 28207.1841 - val_mean_absolute_error: 148.3586 Epoch 3179/5000 148/148 [==============================] - 0s 68us/step - loss: 13150.5100 - mean_absolute_error: 94.2539 - val_loss: 28192.7225 - val_mean_absolute_error: 148.3169 Epoch 3180/5000 148/148 [==============================] - 0s 74us/step - loss: 13142.6341 - mean_absolute_error: 94.2193 - val_loss: 28175.7405 - val_mean_absolute_error: 148.2684 Epoch 3181/5000 148/148 [==============================] - 0s 68us/step - loss: 13133.6592 - mean_absolute_error: 94.1766 - val_loss: 28158.9077 - val_mean_absolute_error: 148.2203 Epoch 3182/5000 148/148 [==============================] - 0s 68us/step - loss: 13123.6628 - mean_absolute_error: 94.1257 - val_loss: 28142.8434 - val_mean_absolute_error: 148.1745 Epoch 3183/5000 148/148 [==============================] - 0s 61us/step - loss: 13115.4303 - mean_absolute_error: 94.0869 - val_loss: 28126.8350 - val_mean_absolute_error: 148.1286 Epoch 3184/5000 148/148 [==============================] - 0s 74us/step - loss: 13106.2108 - mean_absolute_error: 94.0469 - val_loss: 28113.0624 - val_mean_absolute_error: 148.0889 Epoch 3185/5000 148/148 [==============================] - 0s 68us/step - loss: 13099.1117 - mean_absolute_error: 94.0056 - val_loss: 28098.1342 - val_mean_absolute_error: 148.0464 Epoch 3186/5000 148/148 [==============================] - 0s 74us/step - loss: 13088.7894 - mean_absolute_error: 93.9822 - val_loss: 28081.1165 - val_mean_absolute_error: 147.9986 Epoch 3187/5000 148/148 [==============================] - 0s 68us/step - loss: 13086.3007 - mean_absolute_error: 94.0079 - val_loss: 28066.0848 - val_mean_absolute_error: 147.9559 Epoch 3188/5000 148/148 [==============================] - 0s 68us/step - loss: 13079.4962 - mean_absolute_error: 93.9912 - val_loss: 28049.4245 - val_mean_absolute_error: 147.9086 Epoch 3189/5000 148/148 [==============================] - 0s 68us/step - loss: 13071.2546 - mean_absolute_error: 93.9610 - val_loss: 28032.1747 - val_mean_absolute_error: 147.8593 Epoch 3190/5000 148/148 [==============================] - 0s 74us/step - loss: 13062.5599 - mean_absolute_error: 93.9260 - val_loss: 28015.8498 - val_mean_absolute_error: 147.8125 Epoch 3191/5000 148/148 [==============================] - 0s 74us/step - loss: 13055.6250 - mean_absolute_error: 93.8917 - val_loss: 27999.1712 - val_mean_absolute_error: 147.7648 Epoch 3192/5000 148/148 [==============================] - 0s 68us/step - loss: 13043.6367 - mean_absolute_error: 93.8341 - val_loss: 27982.8073 - val_mean_absolute_error: 147.7178 Epoch 3193/5000 148/148 [==============================] - 0s 74us/step - loss: 13033.6646 - mean_absolute_error: 93.7786 - val_loss: 27967.9333 - val_mean_absolute_error: 147.6744 Epoch 3194/5000 148/148 [==============================] - 0s 68us/step - loss: 13026.7551 - mean_absolute_error: 93.7294 - val_loss: 27953.3630 - val_mean_absolute_error: 147.6313 Epoch 3195/5000 148/148 [==============================] - 0s 68us/step - loss: 13014.0776 - mean_absolute_error: 93.6935 - val_loss: 27935.5914 - val_mean_absolute_error: 147.5808 Epoch 3196/5000 148/148 [==============================] - 0s 68us/step - loss: 13013.8711 - mean_absolute_error: 93.7323 - val_loss: 27919.0983 - val_mean_absolute_error: 147.5335 Epoch 3197/5000 148/148 [==============================] - 0s 74us/step - loss: 13004.8188 - mean_absolute_error: 93.7147 - val_loss: 27904.4370 - val_mean_absolute_error: 147.4908 Epoch 3198/5000 148/148 [==============================] - 0s 68us/step - loss: 12998.1198 - mean_absolute_error: 93.6781 - val_loss: 27891.5120 - val_mean_absolute_error: 147.4524 Epoch 3199/5000 148/148 [==============================] - 0s 74us/step - loss: 12988.2270 - mean_absolute_error: 93.6221 - val_loss: 27876.6566 - val_mean_absolute_error: 147.4090 Epoch 3200/5000 148/148 [==============================] - 0s 68us/step - loss: 12978.8043 - mean_absolute_error: 93.5817 - val_loss: 27861.7934 - val_mean_absolute_error: 147.3656 Epoch 3201/5000 148/148 [==============================] - 0s 74us/step - loss: 12970.6686 - mean_absolute_error: 93.5407 - val_loss: 27846.3759 - val_mean_absolute_error: 147.3212 Epoch 3202/5000 148/148 [==============================] - 0s 68us/step - loss: 12961.7660 - mean_absolute_error: 93.4994 - val_loss: 27830.9924 - val_mean_absolute_error: 147.2767 Epoch 3203/5000 148/148 [==============================] - 0s 81us/step - loss: 12953.6601 - mean_absolute_error: 93.4600 - val_loss: 27815.5262 - val_mean_absolute_error: 147.2321 Epoch 3204/5000 148/148 [==============================] - 0s 68us/step - loss: 12944.7987 - mean_absolute_error: 93.4204 - val_loss: 27800.3845 - val_mean_absolute_error: 147.1883 Epoch 3205/5000 148/148 [==============================] - 0s 68us/step - loss: 12936.7632 - mean_absolute_error: 93.3821 - val_loss: 27785.1226 - val_mean_absolute_error: 147.1440 Epoch 3206/5000 148/148 [==============================] - 0s 74us/step - loss: 12927.2773 - mean_absolute_error: 93.3343 - val_loss: 27769.2248 - val_mean_absolute_error: 147.0983 Epoch 3207/5000 148/148 [==============================] - 0s 74us/step - loss: 12919.4617 - mean_absolute_error: 93.2921 - val_loss: 27752.8365 - val_mean_absolute_error: 147.0509 Epoch 3208/5000 148/148 [==============================] - 0s 68us/step - loss: 12910.2233 - mean_absolute_error: 93.2481 - val_loss: 27736.0298 - val_mean_absolute_error: 147.0024 Epoch 3209/5000 148/148 [==============================] - 0s 68us/step - loss: 12902.2752 - mean_absolute_error: 93.2195 - val_loss: 27718.1841 - val_mean_absolute_error: 146.9506 Epoch 3210/5000 148/148 [==============================] - 0s 68us/step - loss: 12892.9636 - mean_absolute_error: 93.1643 - val_loss: 27703.5026 - val_mean_absolute_error: 146.9077 Epoch 3211/5000 148/148 [==============================] - 0s 68us/step - loss: 12883.2459 - mean_absolute_error: 93.1128 - val_loss: 27689.4426 - val_mean_absolute_error: 146.8658 Epoch 3212/5000 148/148 [==============================] - 0s 68us/step - loss: 12873.8777 - mean_absolute_error: 93.0593 - val_loss: 27672.7713 - val_mean_absolute_error: 146.8169 Epoch 3213/5000 148/148 [==============================] - 0s 74us/step - loss: 12865.9510 - mean_absolute_error: 93.0134 - val_loss: 27655.8753 - val_mean_absolute_error: 146.7675 Epoch 3214/5000 148/148 [==============================] - 0s 68us/step - loss: 12856.0119 - mean_absolute_error: 92.9664 - val_loss: 27638.8536 - val_mean_absolute_error: 146.7180 Epoch 3215/5000 148/148 [==============================] - 0s 74us/step - loss: 12847.0024 - mean_absolute_error: 92.9241 - val_loss: 27622.3003 - val_mean_absolute_error: 146.6694 Epoch 3216/5000 148/148 [==============================] - 0s 68us/step - loss: 12838.5528 - mean_absolute_error: 92.8750 - val_loss: 27605.0222 - val_mean_absolute_error: 146.6194 Epoch 3217/5000 148/148 [==============================] - 0s 68us/step - loss: 12829.2399 - mean_absolute_error: 92.8285 - val_loss: 27588.3011 - val_mean_absolute_error: 146.5708 Epoch 3218/5000 148/148 [==============================] - 0s 68us/step - loss: 12821.9168 - mean_absolute_error: 92.7863 - val_loss: 27571.2723 - val_mean_absolute_error: 146.5212 Epoch 3219/5000 148/148 [==============================] - 0s 74us/step - loss: 12813.0429 - mean_absolute_error: 92.7504 - val_loss: 27552.3016 - val_mean_absolute_error: 146.4676 Epoch 3220/5000 148/148 [==============================] - 0s 61us/step - loss: 12803.9947 - mean_absolute_error: 92.7101 - val_loss: 27534.8686 - val_mean_absolute_error: 146.4179 Epoch 3221/5000 148/148 [==============================] - 0s 74us/step - loss: 12795.1628 - mean_absolute_error: 92.6742 - val_loss: 27517.6143 - val_mean_absolute_error: 146.3682 Epoch 3222/5000 148/148 [==============================] - 0s 68us/step - loss: 12787.0945 - mean_absolute_error: 92.6403 - val_loss: 27500.7859 - val_mean_absolute_error: 146.3195 Epoch 3223/5000 148/148 [==============================] - 0s 68us/step - loss: 12780.1909 - mean_absolute_error: 92.5958 - val_loss: 27485.5620 - val_mean_absolute_error: 146.2748 Epoch 3224/5000 148/148 [==============================] - 0s 68us/step - loss: 12769.7589 - mean_absolute_error: 92.5448 - val_loss: 27470.3151 - val_mean_absolute_error: 146.2294 Epoch 3225/5000 148/148 [==============================] - 0s 61us/step - loss: 12763.6898 - mean_absolute_error: 92.5002 - val_loss: 27454.7115 - val_mean_absolute_error: 146.1830 Epoch 3226/5000 148/148 [==============================] - 0s 68us/step - loss: 12753.7664 - mean_absolute_error: 92.4506 - val_loss: 27439.0579 - val_mean_absolute_error: 146.1373 Epoch 3227/5000 148/148 [==============================] - 0s 68us/step - loss: 12745.9924 - mean_absolute_error: 92.4157 - val_loss: 27423.4774 - val_mean_absolute_error: 146.0917 Epoch 3228/5000 148/148 [==============================] - 0s 68us/step - loss: 12737.5259 - mean_absolute_error: 92.3787 - val_loss: 27407.7271 - val_mean_absolute_error: 146.0458 Epoch 3229/5000 148/148 [==============================] - 0s 68us/step - loss: 12730.3154 - mean_absolute_error: 92.3447 - val_loss: 27391.3288 - val_mean_absolute_error: 145.9979 Epoch 3230/5000 148/148 [==============================] - 0s 68us/step - loss: 12720.9324 - mean_absolute_error: 92.3090 - val_loss: 27373.5866 - val_mean_absolute_error: 145.9462 Epoch 3231/5000 148/148 [==============================] - 0s 68us/step - loss: 12712.1566 - mean_absolute_error: 92.2832 - val_loss: 27355.7125 - val_mean_absolute_error: 145.8939 Epoch 3232/5000 148/148 [==============================] - 0s 68us/step - loss: 12703.4065 - mean_absolute_error: 92.2539 - val_loss: 27339.4164 - val_mean_absolute_error: 145.8462 Epoch 3233/5000 148/148 [==============================] - 0s 68us/step - loss: 12695.8391 - mean_absolute_error: 92.2257 - val_loss: 27321.9377 - val_mean_absolute_error: 145.7953 Epoch 3234/5000 148/148 [==============================] - 0s 68us/step - loss: 12687.4738 - mean_absolute_error: 92.1892 - val_loss: 27305.0588 - val_mean_absolute_error: 145.7464 Epoch 3235/5000 148/148 [==============================] - 0s 68us/step - loss: 12678.3938 - mean_absolute_error: 92.1405 - val_loss: 27289.0133 - val_mean_absolute_error: 145.6995 Epoch 3236/5000 148/148 [==============================] - 0s 68us/step - loss: 12670.5746 - mean_absolute_error: 92.0977 - val_loss: 27274.8713 - val_mean_absolute_error: 145.6573 Epoch 3237/5000 148/148 [==============================] - 0s 81us/step - loss: 12666.2894 - mean_absolute_error: 92.0527 - val_loss: 27262.9759 - val_mean_absolute_error: 145.6210 Epoch 3238/5000 148/148 [==============================] - 0s 74us/step - loss: 12655.7832 - mean_absolute_error: 92.0033 - val_loss: 27248.1087 - val_mean_absolute_error: 145.5772 Epoch 3239/5000 148/148 [==============================] - 0s 81us/step - loss: 12647.4987 - mean_absolute_error: 91.9919 - val_loss: 27231.6714 - val_mean_absolute_error: 145.5309 Epoch 3240/5000 148/148 [==============================] - 0s 61us/step - loss: 12638.8624 - mean_absolute_error: 91.9713 - val_loss: 27214.3121 - val_mean_absolute_error: 145.4821 Epoch 3241/5000 148/148 [==============================] - 0s 68us/step - loss: 12630.9620 - mean_absolute_error: 91.9487 - val_loss: 27197.3251 - val_mean_absolute_error: 145.4332 Epoch 3242/5000 148/148 [==============================] - 0s 128us/step - loss: 12623.0498 - mean_absolute_error: 91.9190 - val_loss: 27182.4116 - val_mean_absolute_error: 145.3896 Epoch 3243/5000 148/148 [==============================] - 0s 68us/step - loss: 12614.0479 - mean_absolute_error: 91.8815 - val_loss: 27166.6006 - val_mean_absolute_error: 145.3432 Epoch 3244/5000 148/148 [==============================] - 0s 68us/step - loss: 12606.5353 - mean_absolute_error: 91.8435 - val_loss: 27150.7394 - val_mean_absolute_error: 145.2968 Epoch 3245/5000 148/148 [==============================] - 0s 74us/step - loss: 12598.4517 - mean_absolute_error: 91.8120 - val_loss: 27133.5419 - val_mean_absolute_error: 145.2461 Epoch 3246/5000 148/148 [==============================] - 0s 68us/step - loss: 12589.1714 - mean_absolute_error: 91.7726 - val_loss: 27117.3512 - val_mean_absolute_error: 145.1984 Epoch 3247/5000 148/148 [==============================] - 0s 68us/step - loss: 12583.7741 - mean_absolute_error: 91.7314 - val_loss: 27101.1838 - val_mean_absolute_error: 145.1506 Epoch 3248/5000 148/148 [==============================] - 0s 68us/step - loss: 12573.5418 - mean_absolute_error: 91.7002 - val_loss: 27084.2132 - val_mean_absolute_error: 145.1007 Epoch 3249/5000 148/148 [==============================] - 0s 74us/step - loss: 12564.6447 - mean_absolute_error: 91.6909 - val_loss: 27068.0597 - val_mean_absolute_error: 145.0529 Epoch 3250/5000 148/148 [==============================] - 0s 68us/step - loss: 12557.3080 - mean_absolute_error: 91.6738 - val_loss: 27051.4677 - val_mean_absolute_error: 145.0036 Epoch 3251/5000 148/148 [==============================] - 0s 68us/step - loss: 12548.3905 - mean_absolute_error: 91.6481 - val_loss: 27034.0310 - val_mean_absolute_error: 144.9518 Epoch 3252/5000 148/148 [==============================] - 0s 81us/step - loss: 12539.1700 - mean_absolute_error: 91.6136 - val_loss: 27018.3548 - val_mean_absolute_error: 144.9046 Epoch 3253/5000 148/148 [==============================] - 0s 68us/step - loss: 12532.1958 - mean_absolute_error: 91.5738 - val_loss: 27003.1434 - val_mean_absolute_error: 144.8597 Epoch 3254/5000 148/148 [==============================] - 0s 68us/step - loss: 12522.8131 - mean_absolute_error: 91.5296 - val_loss: 26987.0298 - val_mean_absolute_error: 144.8117 Epoch 3255/5000 148/148 [==============================] - 0s 68us/step - loss: 12513.9598 - mean_absolute_error: 91.4857 - val_loss: 26971.1943 - val_mean_absolute_error: 144.7640 Epoch 3256/5000 148/148 [==============================] - 0s 68us/step - loss: 12506.1113 - mean_absolute_error: 91.4406 - val_loss: 26954.9127 - val_mean_absolute_error: 144.7152 Epoch 3257/5000 148/148 [==============================] - 0s 68us/step - loss: 12498.1295 - mean_absolute_error: 91.3911 - val_loss: 26941.0951 - val_mean_absolute_error: 144.6732 Epoch 3258/5000 148/148 [==============================] - 0s 68us/step - loss: 12489.3220 - mean_absolute_error: 91.3411 - val_loss: 26928.2541 - val_mean_absolute_error: 144.6357 Epoch 3259/5000 148/148 [==============================] - 0s 68us/step - loss: 12483.3189 - mean_absolute_error: 91.2969 - val_loss: 26915.6138 - val_mean_absolute_error: 144.5985 Epoch 3260/5000 148/148 [==============================] - 0s 68us/step - loss: 12474.7883 - mean_absolute_error: 91.2477 - val_loss: 26901.1430 - val_mean_absolute_error: 144.5559 Epoch 3261/5000 148/148 [==============================] - 0s 61us/step - loss: 12468.0285 - mean_absolute_error: 91.2061 - val_loss: 26886.6174 - val_mean_absolute_error: 144.5127 Epoch 3262/5000 148/148 [==============================] - 0s 68us/step - loss: 12460.2051 - mean_absolute_error: 91.1666 - val_loss: 26871.6027 - val_mean_absolute_error: 144.4683 Epoch 3263/5000 148/148 [==============================] - 0s 68us/step - loss: 12451.8038 - mean_absolute_error: 91.1315 - val_loss: 26856.5098 - val_mean_absolute_error: 144.4240 Epoch 3264/5000 148/148 [==============================] - 0s 68us/step - loss: 12445.2222 - mean_absolute_error: 91.1014 - val_loss: 26840.7584 - val_mean_absolute_error: 144.3780 Epoch 3265/5000 148/148 [==============================] - 0s 68us/step - loss: 12435.7829 - mean_absolute_error: 91.1048 - val_loss: 26821.8092 - val_mean_absolute_error: 144.3249 Epoch 3266/5000 148/148 [==============================] - 0s 61us/step - loss: 12429.0045 - mean_absolute_error: 91.1319 - val_loss: 26805.2746 - val_mean_absolute_error: 144.2777 Epoch 3267/5000 148/148 [==============================] - 0s 74us/step - loss: 12421.3924 - mean_absolute_error: 91.1293 - val_loss: 26790.1937 - val_mean_absolute_error: 144.2338 Epoch 3268/5000 148/148 [==============================] - 0s 68us/step - loss: 12417.7710 - mean_absolute_error: 91.1391 - val_loss: 26773.0737 - val_mean_absolute_error: 144.1838 Epoch 3269/5000 148/148 [==============================] - 0s 61us/step - loss: 12408.2163 - mean_absolute_error: 91.1223 - val_loss: 26756.3821 - val_mean_absolute_error: 144.1343 Epoch 3270/5000 148/148 [==============================] - 0s 74us/step - loss: 12402.5249 - mean_absolute_error: 91.1119 - val_loss: 26739.0952 - val_mean_absolute_error: 144.0838 Epoch 3271/5000 148/148 [==============================] - 0s 68us/step - loss: 12392.6428 - mean_absolute_error: 91.0814 - val_loss: 26723.4723 - val_mean_absolute_error: 144.0375 Epoch 3272/5000 148/148 [==============================] - 0s 74us/step - loss: 12385.4353 - mean_absolute_error: 91.0537 - val_loss: 26708.0962 - val_mean_absolute_error: 143.9914 Epoch 3273/5000 148/148 [==============================] - 0s 74us/step - loss: 12377.4642 - mean_absolute_error: 91.0198 - val_loss: 26692.2820 - val_mean_absolute_error: 143.9442 Epoch 3274/5000 148/148 [==============================] - 0s 61us/step - loss: 12368.9564 - mean_absolute_error: 90.9813 - val_loss: 26675.1833 - val_mean_absolute_error: 143.8928 Epoch 3275/5000 148/148 [==============================] - 0s 68us/step - loss: 12359.8680 - mean_absolute_error: 90.9306 - val_loss: 26659.2565 - val_mean_absolute_error: 143.8445 Epoch 3276/5000 148/148 [==============================] - 0s 81us/step - loss: 12350.0284 - mean_absolute_error: 90.8772 - val_loss: 26645.1478 - val_mean_absolute_error: 143.8020 Epoch 3277/5000 148/148 [==============================] - 0s 68us/step - loss: 12341.6100 - mean_absolute_error: 90.8251 - val_loss: 26629.6669 - val_mean_absolute_error: 143.7555 Epoch 3278/5000 148/148 [==============================] - 0s 68us/step - loss: 12333.6068 - mean_absolute_error: 90.7864 - val_loss: 26612.0570 - val_mean_absolute_error: 143.7028 Epoch 3279/5000 148/148 [==============================] - 0s 74us/step - loss: 12325.3998 - mean_absolute_error: 90.7438 - val_loss: 26594.4253 - val_mean_absolute_error: 143.6499 Epoch 3280/5000 148/148 [==============================] - 0s 74us/step - loss: 12315.6019 - mean_absolute_error: 90.6968 - val_loss: 26577.5062 - val_mean_absolute_error: 143.5991 Epoch 3281/5000 148/148 [==============================] - 0s 68us/step - loss: 12307.2989 - mean_absolute_error: 90.6607 - val_loss: 26560.8501 - val_mean_absolute_error: 143.5489 Epoch 3282/5000 148/148 [==============================] - 0s 68us/step - loss: 12298.8341 - mean_absolute_error: 90.6217 - val_loss: 26545.7549 - val_mean_absolute_error: 143.5037 Epoch 3283/5000 148/148 [==============================] - 0s 74us/step - loss: 12291.5757 - mean_absolute_error: 90.5888 - val_loss: 26531.8010 - val_mean_absolute_error: 143.4624 Epoch 3284/5000 148/148 [==============================] - 0s 68us/step - loss: 12283.5124 - mean_absolute_error: 90.5503 - val_loss: 26517.7080 - val_mean_absolute_error: 143.4203 Epoch 3285/5000 148/148 [==============================] - 0s 74us/step - loss: 12277.6221 - mean_absolute_error: 90.5115 - val_loss: 26502.3873 - val_mean_absolute_error: 143.3744 Epoch 3286/5000 148/148 [==============================] - 0s 61us/step - loss: 12268.8296 - mean_absolute_error: 90.4668 - val_loss: 26487.3005 - val_mean_absolute_error: 143.3293 Epoch 3287/5000 148/148 [==============================] - 0s 68us/step - loss: 12261.7937 - mean_absolute_error: 90.4344 - val_loss: 26471.9941 - val_mean_absolute_error: 143.2834 Epoch 3288/5000 148/148 [==============================] - 0s 74us/step - loss: 12253.6133 - mean_absolute_error: 90.3981 - val_loss: 26457.3318 - val_mean_absolute_error: 143.2386 Epoch 3289/5000 148/148 [==============================] - 0s 61us/step - loss: 12246.0312 - mean_absolute_error: 90.3575 - val_loss: 26443.5280 - val_mean_absolute_error: 143.1962 Epoch 3290/5000 148/148 [==============================] - 0s 74us/step - loss: 12237.3260 - mean_absolute_error: 90.3167 - val_loss: 26427.5052 - val_mean_absolute_error: 143.1475 Epoch 3291/5000 148/148 [==============================] - 0s 68us/step - loss: 12229.2803 - mean_absolute_error: 90.2822 - val_loss: 26411.1984 - val_mean_absolute_error: 143.0982 Epoch 3292/5000 148/148 [==============================] - 0s 68us/step - loss: 12220.5568 - mean_absolute_error: 90.2461 - val_loss: 26395.6819 - val_mean_absolute_error: 143.0513 Epoch 3293/5000 148/148 [==============================] - 0s 68us/step - loss: 12213.0786 - mean_absolute_error: 90.2121 - val_loss: 26380.1830 - val_mean_absolute_error: 143.0047 Epoch 3294/5000 148/148 [==============================] - 0s 68us/step - loss: 12204.7824 - mean_absolute_error: 90.1786 - val_loss: 26363.7034 - val_mean_absolute_error: 142.9554 Epoch 3295/5000 148/148 [==============================] - 0s 61us/step - loss: 12197.2834 - mean_absolute_error: 90.1452 - val_loss: 26346.2281 - val_mean_absolute_error: 142.9028 Epoch 3296/5000 148/148 [==============================] - 0s 74us/step - loss: 12189.0557 - mean_absolute_error: 90.1056 - val_loss: 26330.9064 - val_mean_absolute_error: 142.8565 Epoch 3297/5000 148/148 [==============================] - 0s 74us/step - loss: 12180.1322 - mean_absolute_error: 90.0632 - val_loss: 26315.8697 - val_mean_absolute_error: 142.8114 Epoch 3298/5000 148/148 [==============================] - 0s 68us/step - loss: 12173.1316 - mean_absolute_error: 90.0324 - val_loss: 26301.3547 - val_mean_absolute_error: 142.7671 Epoch 3299/5000 148/148 [==============================] - 0s 74us/step - loss: 12164.8623 - mean_absolute_error: 89.9856 - val_loss: 26287.7881 - val_mean_absolute_error: 142.7260 Epoch 3300/5000 148/148 [==============================] - 0s 74us/step - loss: 12159.2764 - mean_absolute_error: 89.9437 - val_loss: 26273.7529 - val_mean_absolute_error: 142.6831 Epoch 3301/5000 148/148 [==============================] - 0s 74us/step - loss: 12151.6833 - mean_absolute_error: 89.8970 - val_loss: 26260.4545 - val_mean_absolute_error: 142.6420 Epoch 3302/5000 148/148 [==============================] - 0s 68us/step - loss: 12144.0222 - mean_absolute_error: 89.8548 - val_loss: 26246.2064 - val_mean_absolute_error: 142.5984 Epoch 3303/5000 148/148 [==============================] - 0s 68us/step - loss: 12137.5963 - mean_absolute_error: 89.8147 - val_loss: 26230.9900 - val_mean_absolute_error: 142.5521 Epoch 3304/5000 148/148 [==============================] - 0s 68us/step - loss: 12130.6093 - mean_absolute_error: 89.7722 - val_loss: 26216.4039 - val_mean_absolute_error: 142.5079 Epoch 3305/5000 148/148 [==============================] - 0s 61us/step - loss: 12122.1964 - mean_absolute_error: 89.7573 - val_loss: 26202.2537 - val_mean_absolute_error: 142.4653 Epoch 3306/5000 148/148 [==============================] - 0s 74us/step - loss: 12116.5085 - mean_absolute_error: 89.7635 - val_loss: 26188.2855 - val_mean_absolute_error: 142.4236 Epoch 3307/5000 148/148 [==============================] - 0s 68us/step - loss: 12107.8761 - mean_absolute_error: 89.7489 - val_loss: 26173.9289 - val_mean_absolute_error: 142.3802 Epoch 3308/5000 148/148 [==============================] - 0s 68us/step - loss: 12100.6621 - mean_absolute_error: 89.7282 - val_loss: 26157.3159 - val_mean_absolute_error: 142.3300 Epoch 3309/5000 148/148 [==============================] - 0s 68us/step - loss: 12092.2998 - mean_absolute_error: 89.7024 - val_loss: 26141.3449 - val_mean_absolute_error: 142.2818 Epoch 3310/5000 148/148 [==============================] - 0s 74us/step - loss: 12084.8217 - mean_absolute_error: 89.6708 - val_loss: 26125.8853 - val_mean_absolute_error: 142.2351 Epoch 3311/5000 148/148 [==============================] - 0s 61us/step - loss: 12076.7306 - mean_absolute_error: 89.6361 - val_loss: 26112.8291 - val_mean_absolute_error: 142.1950 Epoch 3312/5000 148/148 [==============================] - 0s 74us/step - loss: 12068.9689 - mean_absolute_error: 89.5948 - val_loss: 26100.1882 - val_mean_absolute_error: 142.1549 Epoch 3313/5000 148/148 [==============================] - 0s 68us/step - loss: 12062.6254 - mean_absolute_error: 89.5618 - val_loss: 26086.1952 - val_mean_absolute_error: 142.1115 Epoch 3314/5000 148/148 [==============================] - 0s 74us/step - loss: 12054.4527 - mean_absolute_error: 89.5250 - val_loss: 26072.8848 - val_mean_absolute_error: 142.0703 Epoch 3315/5000 148/148 [==============================] - 0s 74us/step - loss: 12048.7058 - mean_absolute_error: 89.4856 - val_loss: 26059.2990 - val_mean_absolute_error: 142.0280 Epoch 3316/5000 148/148 [==============================] - 0s 74us/step - loss: 12042.6752 - mean_absolute_error: 89.4368 - val_loss: 26046.5883 - val_mean_absolute_error: 141.9875 Epoch 3317/5000 148/148 [==============================] - 0s 68us/step - loss: 12033.1109 - mean_absolute_error: 89.4006 - val_loss: 26032.2930 - val_mean_absolute_error: 141.9433 Epoch 3318/5000 148/148 [==============================] - 0s 68us/step - loss: 12024.4054 - mean_absolute_error: 89.4017 - val_loss: 26017.8441 - val_mean_absolute_error: 141.8991 Epoch 3319/5000 148/148 [==============================] - 0s 74us/step - loss: 12021.1291 - mean_absolute_error: 89.4263 - val_loss: 26002.8682 - val_mean_absolute_error: 141.8544 Epoch 3320/5000 148/148 [==============================] - 0s 74us/step - loss: 12014.4935 - mean_absolute_error: 89.4471 - val_loss: 25988.3923 - val_mean_absolute_error: 141.8109 Epoch 3321/5000 148/148 [==============================] - 0s 68us/step - loss: 12008.9147 - mean_absolute_error: 89.4456 - val_loss: 25974.6551 - val_mean_absolute_error: 141.7693 Epoch 3322/5000 148/148 [==============================] - 0s 74us/step - loss: 12000.7181 - mean_absolute_error: 89.4287 - val_loss: 25959.6199 - val_mean_absolute_error: 141.7234 Epoch 3323/5000 148/148 [==============================] - 0s 68us/step - loss: 11993.7212 - mean_absolute_error: 89.3945 - val_loss: 25945.2579 - val_mean_absolute_error: 141.6788 Epoch 3324/5000 148/148 [==============================] - 0s 68us/step - loss: 11986.0502 - mean_absolute_error: 89.3500 - val_loss: 25929.6711 - val_mean_absolute_error: 141.6305 Epoch 3325/5000 148/148 [==============================] - 0s 68us/step - loss: 11977.9646 - mean_absolute_error: 89.3088 - val_loss: 25913.9452 - val_mean_absolute_error: 141.5825 Epoch 3326/5000 148/148 [==============================] - 0s 74us/step - loss: 11969.6544 - mean_absolute_error: 89.2931 - val_loss: 25898.0269 - val_mean_absolute_error: 141.5338 Epoch 3327/5000 148/148 [==============================] - 0s 68us/step - loss: 11963.1859 - mean_absolute_error: 89.2770 - val_loss: 25882.8010 - val_mean_absolute_error: 141.4871 Epoch 3328/5000 148/148 [==============================] - 0s 68us/step - loss: 11955.4347 - mean_absolute_error: 89.2471 - val_loss: 25868.3336 - val_mean_absolute_error: 141.4417 Epoch 3329/5000 148/148 [==============================] - 0s 74us/step - loss: 11947.7474 - mean_absolute_error: 89.2148 - val_loss: 25852.5009 - val_mean_absolute_error: 141.3926 Epoch 3330/5000 148/148 [==============================] - 0s 61us/step - loss: 11940.1570 - mean_absolute_error: 89.1794 - val_loss: 25837.5201 - val_mean_absolute_error: 141.3461 Epoch 3331/5000 148/148 [==============================] - 0s 74us/step - loss: 11933.2205 - mean_absolute_error: 89.1394 - val_loss: 25823.3043 - val_mean_absolute_error: 141.3019 Epoch 3332/5000 148/148 [==============================] - 0s 74us/step - loss: 11925.5828 - mean_absolute_error: 89.0936 - val_loss: 25808.9070 - val_mean_absolute_error: 141.2575 Epoch 3333/5000 148/148 [==============================] - 0s 68us/step - loss: 11916.9984 - mean_absolute_error: 89.0434 - val_loss: 25793.7598 - val_mean_absolute_error: 141.2106 Epoch 3334/5000 148/148 [==============================] - 0s 68us/step - loss: 11909.8152 - mean_absolute_error: 89.0073 - val_loss: 25777.3120 - val_mean_absolute_error: 141.1601 Epoch 3335/5000 148/148 [==============================] - 0s 61us/step - loss: 11902.0099 - mean_absolute_error: 88.9674 - val_loss: 25762.8198 - val_mean_absolute_error: 141.1152 Epoch 3336/5000 148/148 [==============================] - 0s 68us/step - loss: 11894.8491 - mean_absolute_error: 88.9317 - val_loss: 25749.8296 - val_mean_absolute_error: 141.0743 Epoch 3337/5000 148/148 [==============================] - 0s 68us/step - loss: 11886.6071 - mean_absolute_error: 88.8922 - val_loss: 25736.0848 - val_mean_absolute_error: 141.0311 Epoch 3338/5000 148/148 [==============================] - 0s 74us/step - loss: 11879.8607 - mean_absolute_error: 88.8544 - val_loss: 25722.3937 - val_mean_absolute_error: 140.9879 Epoch 3339/5000 148/148 [==============================] - 0s 68us/step - loss: 11872.3334 - mean_absolute_error: 88.8092 - val_loss: 25707.5620 - val_mean_absolute_error: 140.9415 Epoch 3340/5000 148/148 [==============================] - 0s 74us/step - loss: 11864.9808 - mean_absolute_error: 88.7763 - val_loss: 25691.4241 - val_mean_absolute_error: 140.8913 Epoch 3341/5000 148/148 [==============================] - 0s 68us/step - loss: 11857.0922 - mean_absolute_error: 88.7417 - val_loss: 25674.2620 - val_mean_absolute_error: 140.8382 Epoch 3342/5000 148/148 [==============================] - 0s 68us/step - loss: 11849.0988 - mean_absolute_error: 88.7027 - val_loss: 25659.4437 - val_mean_absolute_error: 140.7927 Epoch 3343/5000 148/148 [==============================] - 0s 74us/step - loss: 11840.9767 - mean_absolute_error: 88.6561 - val_loss: 25644.3585 - val_mean_absolute_error: 140.7460 Epoch 3344/5000 148/148 [==============================] - 0s 68us/step - loss: 11833.2428 - mean_absolute_error: 88.6062 - val_loss: 25630.9109 - val_mean_absolute_error: 140.7036 Epoch 3345/5000 148/148 [==============================] - 0s 68us/step - loss: 11827.5801 - mean_absolute_error: 88.5595 - val_loss: 25618.1764 - val_mean_absolute_error: 140.6632 Epoch 3346/5000 148/148 [==============================] - 0s 74us/step - loss: 11818.5992 - mean_absolute_error: 88.5053 - val_loss: 25604.2634 - val_mean_absolute_error: 140.6196 Epoch 3347/5000 148/148 [==============================] - 0s 68us/step - loss: 11811.8230 - mean_absolute_error: 88.4667 - val_loss: 25590.1475 - val_mean_absolute_error: 140.5755 Epoch 3348/5000 148/148 [==============================] - 0s 74us/step - loss: 11804.4418 - mean_absolute_error: 88.4327 - val_loss: 25576.5357 - val_mean_absolute_error: 140.5336 Epoch 3349/5000 148/148 [==============================] - 0s 61us/step - loss: 11798.9179 - mean_absolute_error: 88.4100 - val_loss: 25562.3862 - val_mean_absolute_error: 140.4899 Epoch 3350/5000 148/148 [==============================] - 0s 68us/step - loss: 11790.9790 - mean_absolute_error: 88.3768 - val_loss: 25548.1640 - val_mean_absolute_error: 140.4459 Epoch 3351/5000 148/148 [==============================] - 0s 61us/step - loss: 11784.4430 - mean_absolute_error: 88.3466 - val_loss: 25533.4470 - val_mean_absolute_error: 140.4004 Epoch 3352/5000 148/148 [==============================] - 0s 68us/step - loss: 11777.2223 - mean_absolute_error: 88.3140 - val_loss: 25518.3203 - val_mean_absolute_error: 140.3536 Epoch 3353/5000 148/148 [==============================] - 0s 61us/step - loss: 11770.0825 - mean_absolute_error: 88.2829 - val_loss: 25503.7877 - val_mean_absolute_error: 140.3080 Epoch 3354/5000 148/148 [==============================] - 0s 68us/step - loss: 11762.7809 - mean_absolute_error: 88.2483 - val_loss: 25487.6626 - val_mean_absolute_error: 140.2587 Epoch 3355/5000 148/148 [==============================] - 0s 68us/step - loss: 11754.7764 - mean_absolute_error: 88.2104 - val_loss: 25472.2890 - val_mean_absolute_error: 140.2111 Epoch 3356/5000 148/148 [==============================] - 0s 68us/step - loss: 11748.5714 - mean_absolute_error: 88.1776 - val_loss: 25456.5122 - val_mean_absolute_error: 140.1628 Epoch 3357/5000 148/148 [==============================] - 0s 68us/step - loss: 11737.6487 - mean_absolute_error: 88.1826 - val_loss: 25436.4659 - val_mean_absolute_error: 140.1046 Epoch 3358/5000 148/148 [==============================] - 0s 74us/step - loss: 11733.4730 - mean_absolute_error: 88.2209 - val_loss: 25416.9254 - val_mean_absolute_error: 140.0466 Epoch 3359/5000 148/148 [==============================] - 0s 74us/step - loss: 11724.9510 - mean_absolute_error: 88.2542 - val_loss: 25399.6840 - val_mean_absolute_error: 139.9942 Epoch 3360/5000 148/148 [==============================] - 0s 68us/step - loss: 11720.5132 - mean_absolute_error: 88.2674 - val_loss: 25381.8678 - val_mean_absolute_error: 139.9392 Epoch 3361/5000 148/148 [==============================] - 0s 68us/step - loss: 11714.4403 - mean_absolute_error: 88.2538 - val_loss: 25364.5469 - val_mean_absolute_error: 139.8854 Epoch 3362/5000 148/148 [==============================] - 0s 68us/step - loss: 11707.8517 - mean_absolute_error: 88.2250 - val_loss: 25349.4870 - val_mean_absolute_error: 139.8391 Epoch 3363/5000 148/148 [==============================] - 0s 74us/step - loss: 11700.6789 - mean_absolute_error: 88.2238 - val_loss: 25330.4880 - val_mean_absolute_error: 139.7836 Epoch 3364/5000 148/148 [==============================] - 0s 74us/step - loss: 11701.5425 - mean_absolute_error: 88.2671 - val_loss: 25313.3966 - val_mean_absolute_error: 139.7327 Epoch 3365/5000 148/148 [==============================] - 0s 68us/step - loss: 11691.5203 - mean_absolute_error: 88.2620 - val_loss: 25297.1862 - val_mean_absolute_error: 139.6832 Epoch 3366/5000 148/148 [==============================] - 0s 68us/step - loss: 11684.8868 - mean_absolute_error: 88.2415 - val_loss: 25281.8763 - val_mean_absolute_error: 139.6357 Epoch 3367/5000 148/148 [==============================] - 0s 81us/step - loss: 11678.6476 - mean_absolute_error: 88.2182 - val_loss: 25265.1259 - val_mean_absolute_error: 139.5834 Epoch 3368/5000 148/148 [==============================] - 0s 74us/step - loss: 11670.3850 - mean_absolute_error: 88.1768 - val_loss: 25249.0389 - val_mean_absolute_error: 139.5329 Epoch 3369/5000 148/148 [==============================] - 0s 74us/step - loss: 11662.4255 - mean_absolute_error: 88.1417 - val_loss: 25233.5800 - val_mean_absolute_error: 139.4839 Epoch 3370/5000 148/148 [==============================] - 0s 68us/step - loss: 11654.9405 - mean_absolute_error: 88.1074 - val_loss: 25218.3045 - val_mean_absolute_error: 139.4354 Epoch 3371/5000 148/148 [==============================] - 0s 68us/step - loss: 11646.8843 - mean_absolute_error: 88.0657 - val_loss: 25202.8579 - val_mean_absolute_error: 139.3862 Epoch 3372/5000 148/148 [==============================] - 0s 61us/step - loss: 11638.8022 - mean_absolute_error: 88.0166 - val_loss: 25189.3583 - val_mean_absolute_error: 139.3431 Epoch 3373/5000 148/148 [==============================] - 0s 68us/step - loss: 11631.2911 - mean_absolute_error: 87.9626 - val_loss: 25176.9370 - val_mean_absolute_error: 139.3028 Epoch 3374/5000 148/148 [==============================] - 0s 74us/step - loss: 11623.9158 - mean_absolute_error: 87.9083 - val_loss: 25163.9212 - val_mean_absolute_error: 139.2609 Epoch 3375/5000 148/148 [==============================] - 0s 68us/step - loss: 11613.3093 - mean_absolute_error: 87.8471 - val_loss: 25150.0391 - val_mean_absolute_error: 139.2171 Epoch 3376/5000 148/148 [==============================] - 0s 68us/step - loss: 11606.1486 - mean_absolute_error: 87.7932 - val_loss: 25138.7645 - val_mean_absolute_error: 139.1807 Epoch 3377/5000 148/148 [==============================] - 0s 68us/step - loss: 11597.6119 - mean_absolute_error: 87.7383 - val_loss: 25128.0631 - val_mean_absolute_error: 139.1454 Epoch 3378/5000 148/148 [==============================] - 0s 74us/step - loss: 11590.2750 - mean_absolute_error: 87.6860 - val_loss: 25115.6810 - val_mean_absolute_error: 139.1056 Epoch 3379/5000 148/148 [==============================] - 0s 61us/step - loss: 11583.5134 - mean_absolute_error: 87.6347 - val_loss: 25102.1623 - val_mean_absolute_error: 139.0631 Epoch 3380/5000 148/148 [==============================] - 0s 68us/step - loss: 11576.1530 - mean_absolute_error: 87.5881 - val_loss: 25087.4422 - val_mean_absolute_error: 139.0171 Epoch 3381/5000 148/148 [==============================] - 0s 74us/step - loss: 11567.4893 - mean_absolute_error: 87.5440 - val_loss: 25071.9310 - val_mean_absolute_error: 138.9700 Epoch 3382/5000 148/148 [==============================] - 0s 68us/step - loss: 11560.1933 - mean_absolute_error: 87.5077 - val_loss: 25057.0778 - val_mean_absolute_error: 138.9267 Epoch 3383/5000 148/148 [==============================] - 0s 68us/step - loss: 11552.1714 - mean_absolute_error: 87.4688 - val_loss: 25045.0962 - val_mean_absolute_error: 138.8905 Epoch 3384/5000 148/148 [==============================] - 0s 74us/step - loss: 11547.9081 - mean_absolute_error: 87.4302 - val_loss: 25035.6578 - val_mean_absolute_error: 138.8594 Epoch 3385/5000 148/148 [==============================] - 0s 74us/step - loss: 11539.4991 - mean_absolute_error: 87.3849 - val_loss: 25024.3488 - val_mean_absolute_error: 138.8236 Epoch 3386/5000 148/148 [==============================] - 0s 68us/step - loss: 11534.6978 - mean_absolute_error: 87.3508 - val_loss: 25011.4972 - val_mean_absolute_error: 138.7837 Epoch 3387/5000 148/148 [==============================] - 0s 74us/step - loss: 11527.2253 - mean_absolute_error: 87.3505 - val_loss: 24994.3193 - val_mean_absolute_error: 138.7332 Epoch 3388/5000 148/148 [==============================] - 0s 68us/step - loss: 11524.4336 - mean_absolute_error: 87.3672 - val_loss: 24979.0598 - val_mean_absolute_error: 138.6875 Epoch 3389/5000 148/148 [==============================] - 0s 68us/step - loss: 11516.6286 - mean_absolute_error: 87.3701 - val_loss: 24963.1697 - val_mean_absolute_error: 138.6394 Epoch 3390/5000 148/148 [==============================] - 0s 68us/step - loss: 11510.5786 - mean_absolute_error: 87.3484 - val_loss: 24947.4257 - val_mean_absolute_error: 138.5911 Epoch 3391/5000 148/148 [==============================] - 0s 74us/step - loss: 11502.4622 - mean_absolute_error: 87.3114 - val_loss: 24933.6025 - val_mean_absolute_error: 138.5481 Epoch 3392/5000 148/148 [==============================] - 0s 68us/step - loss: 11495.5441 - mean_absolute_error: 87.2703 - val_loss: 24920.4518 - val_mean_absolute_error: 138.5072 Epoch 3393/5000 148/148 [==============================] - 0s 74us/step - loss: 11488.7011 - mean_absolute_error: 87.2332 - val_loss: 24909.4767 - val_mean_absolute_error: 138.4725 Epoch 3394/5000 148/148 [==============================] - 0s 68us/step - loss: 11480.7483 - mean_absolute_error: 87.1858 - val_loss: 24898.2617 - val_mean_absolute_error: 138.4364 Epoch 3395/5000 148/148 [==============================] - 0s 74us/step - loss: 11474.4246 - mean_absolute_error: 87.1382 - val_loss: 24886.3045 - val_mean_absolute_error: 138.3985 Epoch 3396/5000 148/148 [==============================] - 0s 68us/step - loss: 11468.0766 - mean_absolute_error: 87.0972 - val_loss: 24873.2719 - val_mean_absolute_error: 138.3578 Epoch 3397/5000 148/148 [==============================] - 0s 74us/step - loss: 11460.7720 - mean_absolute_error: 87.0541 - val_loss: 24859.4061 - val_mean_absolute_error: 138.3143 Epoch 3398/5000 148/148 [==============================] - 0s 68us/step - loss: 11454.6540 - mean_absolute_error: 87.0134 - val_loss: 24847.3363 - val_mean_absolute_error: 138.2754 Epoch 3399/5000 148/148 [==============================] - 0s 61us/step - loss: 11448.3231 - mean_absolute_error: 86.9704 - val_loss: 24837.2618 - val_mean_absolute_error: 138.2430 Epoch 3400/5000 148/148 [==============================] - 0s 74us/step - loss: 11440.6725 - mean_absolute_error: 86.9196 - val_loss: 24826.9987 - val_mean_absolute_error: 138.2100 Epoch 3401/5000 148/148 [==============================] - 0s 74us/step - loss: 11435.7885 - mean_absolute_error: 86.8677 - val_loss: 24814.0217 - val_mean_absolute_error: 138.1693 Epoch 3402/5000 148/148 [==============================] - 0s 68us/step - loss: 11430.2915 - mean_absolute_error: 86.8652 - val_loss: 24796.2453 - val_mean_absolute_error: 138.1167 Epoch 3403/5000 148/148 [==============================] - 0s 68us/step - loss: 11425.8848 - mean_absolute_error: 86.8965 - val_loss: 24781.3348 - val_mean_absolute_error: 138.0720 Epoch 3404/5000 148/148 [==============================] - 0s 68us/step - loss: 11417.9382 - mean_absolute_error: 86.8937 - val_loss: 24766.8848 - val_mean_absolute_error: 138.0276 Epoch 3405/5000 148/148 [==============================] - 0s 68us/step - loss: 11412.7236 - mean_absolute_error: 86.8777 - val_loss: 24754.9184 - val_mean_absolute_error: 137.9893 Epoch 3406/5000 148/148 [==============================] - 0s 68us/step - loss: 11405.8843 - mean_absolute_error: 86.8471 - val_loss: 24742.5680 - val_mean_absolute_error: 137.9499 Epoch 3407/5000 148/148 [==============================] - 0s 68us/step - loss: 11399.4207 - mean_absolute_error: 86.8106 - val_loss: 24729.0593 - val_mean_absolute_error: 137.9070 Epoch 3408/5000 148/148 [==============================] - 0s 68us/step - loss: 11391.8722 - mean_absolute_error: 86.7739 - val_loss: 24715.6003 - val_mean_absolute_error: 137.8650 Epoch 3409/5000 148/148 [==============================] - 0s 68us/step - loss: 11384.2697 - mean_absolute_error: 86.7352 - val_loss: 24701.8955 - val_mean_absolute_error: 137.8217 Epoch 3410/5000 148/148 [==============================] - 0s 68us/step - loss: 11377.5342 - mean_absolute_error: 86.6929 - val_loss: 24687.7096 - val_mean_absolute_error: 137.7771 Epoch 3411/5000 148/148 [==============================] - 0s 68us/step - loss: 11370.1928 - mean_absolute_error: 86.6490 - val_loss: 24672.7580 - val_mean_absolute_error: 137.7304 Epoch 3412/5000 148/148 [==============================] - 0s 95us/step - loss: 11362.6276 - mean_absolute_error: 86.6067 - val_loss: 24658.0556 - val_mean_absolute_error: 137.6840 Epoch 3413/5000 148/148 [==============================] - 0s 74us/step - loss: 11356.5943 - mean_absolute_error: 86.5648 - val_loss: 24643.9277 - val_mean_absolute_error: 137.6380 Epoch 3414/5000 148/148 [==============================] - 0s 81us/step - loss: 11347.7023 - mean_absolute_error: 86.5120 - val_loss: 24629.6116 - val_mean_absolute_error: 137.5921 Epoch 3415/5000 148/148 [==============================] - 0s 68us/step - loss: 11340.7397 - mean_absolute_error: 86.4728 - val_loss: 24615.3713 - val_mean_absolute_error: 137.5480 Epoch 3416/5000 148/148 [==============================] - 0s 74us/step - loss: 11333.0866 - mean_absolute_error: 86.4366 - val_loss: 24598.7691 - val_mean_absolute_error: 137.4994 Epoch 3417/5000 148/148 [==============================] - 0s 68us/step - loss: 11325.4490 - mean_absolute_error: 86.4004 - val_loss: 24582.1146 - val_mean_absolute_error: 137.4500 Epoch 3418/5000 148/148 [==============================] - 0s 68us/step - loss: 11317.5327 - mean_absolute_error: 86.3626 - val_loss: 24564.2238 - val_mean_absolute_error: 137.3957 Epoch 3419/5000 148/148 [==============================] - 0s 68us/step - loss: 11309.1853 - mean_absolute_error: 86.3200 - val_loss: 24546.4159 - val_mean_absolute_error: 137.3412 Epoch 3420/5000 148/148 [==============================] - 0s 74us/step - loss: 11301.0615 - mean_absolute_error: 86.2790 - val_loss: 24529.5498 - val_mean_absolute_error: 137.2894 Epoch 3421/5000 148/148 [==============================] - 0s 74us/step - loss: 11293.6046 - mean_absolute_error: 86.2365 - val_loss: 24514.7291 - val_mean_absolute_error: 137.2437 Epoch 3422/5000 148/148 [==============================] - 0s 68us/step - loss: 11286.7825 - mean_absolute_error: 86.1836 - val_loss: 24501.4036 - val_mean_absolute_error: 137.2023 Epoch 3423/5000 148/148 [==============================] - 0s 74us/step - loss: 11275.1244 - mean_absolute_error: 86.1093 - val_loss: 24492.5341 - val_mean_absolute_error: 137.1745 Epoch 3424/5000 148/148 [==============================] - 0s 74us/step - loss: 11271.9795 - mean_absolute_error: 86.0566 - val_loss: 24482.8677 - val_mean_absolute_error: 137.1444 Epoch 3425/5000 148/148 [==============================] - 0s 68us/step - loss: 11268.0210 - mean_absolute_error: 86.0038 - val_loss: 24472.5565 - val_mean_absolute_error: 137.1120 Epoch 3426/5000 148/148 [==============================] - 0s 74us/step - loss: 11260.1562 - mean_absolute_error: 85.9552 - val_loss: 24460.6518 - val_mean_absolute_error: 137.0751 Epoch 3427/5000 148/148 [==============================] - 0s 68us/step - loss: 11254.5732 - mean_absolute_error: 85.9184 - val_loss: 24449.1653 - val_mean_absolute_error: 137.0398 Epoch 3428/5000 148/148 [==============================] - 0s 61us/step - loss: 11247.7161 - mean_absolute_error: 85.8779 - val_loss: 24438.1898 - val_mean_absolute_error: 137.0063 Epoch 3429/5000 148/148 [==============================] - 0s 68us/step - loss: 11241.9567 - mean_absolute_error: 85.8380 - val_loss: 24426.7533 - val_mean_absolute_error: 136.9713 Epoch 3430/5000 148/148 [==============================] - 0s 81us/step - loss: 11236.2373 - mean_absolute_error: 85.7931 - val_loss: 24413.5071 - val_mean_absolute_error: 136.9306 Epoch 3431/5000 148/148 [==============================] - 0s 74us/step - loss: 11230.6700 - mean_absolute_error: 85.7559 - val_loss: 24398.0810 - val_mean_absolute_error: 136.8831 Epoch 3432/5000 148/148 [==============================] - 0s 68us/step - loss: 11223.5242 - mean_absolute_error: 85.7169 - val_loss: 24383.3610 - val_mean_absolute_error: 136.8377 Epoch 3433/5000 148/148 [==============================] - 0s 74us/step - loss: 11215.9961 - mean_absolute_error: 85.6830 - val_loss: 24367.6976 - val_mean_absolute_error: 136.7883 Epoch 3434/5000 148/148 [==============================] - 0s 68us/step - loss: 11208.1848 - mean_absolute_error: 85.6518 - val_loss: 24353.4430 - val_mean_absolute_error: 136.7438 Epoch 3435/5000 148/148 [==============================] - 0s 68us/step - loss: 11201.3625 - mean_absolute_error: 85.6231 - val_loss: 24339.5503 - val_mean_absolute_error: 136.7012 Epoch 3436/5000 148/148 [==============================] - 0s 68us/step - loss: 11199.3265 - mean_absolute_error: 85.6610 - val_loss: 24320.1670 - val_mean_absolute_error: 136.6444 Epoch 3437/5000 148/148 [==============================] - 0s 68us/step - loss: 11187.1978 - mean_absolute_error: 85.6608 - val_loss: 24305.1410 - val_mean_absolute_error: 136.5995 Epoch 3438/5000 148/148 [==============================] - 0s 68us/step - loss: 11181.3384 - mean_absolute_error: 85.6492 - val_loss: 24291.7124 - val_mean_absolute_error: 136.5586 Epoch 3439/5000 148/148 [==============================] - 0s 68us/step - loss: 11175.0902 - mean_absolute_error: 85.6240 - val_loss: 24278.7667 - val_mean_absolute_error: 136.5198 Epoch 3440/5000 148/148 [==============================] - 0s 68us/step - loss: 11168.7820 - mean_absolute_error: 85.5962 - val_loss: 24266.5497 - val_mean_absolute_error: 136.4821 Epoch 3441/5000 148/148 [==============================] - 0s 61us/step - loss: 11162.4082 - mean_absolute_error: 85.5671 - val_loss: 24254.7981 - val_mean_absolute_error: 136.4463 Epoch 3442/5000 148/148 [==============================] - 0s 68us/step - loss: 11155.7134 - mean_absolute_error: 85.5338 - val_loss: 24239.6752 - val_mean_absolute_error: 136.4052 Epoch 3443/5000 148/148 [==============================] - 0s 74us/step - loss: 11148.4897 - mean_absolute_error: 85.4908 - val_loss: 24227.7243 - val_mean_absolute_error: 136.3705 Epoch 3444/5000 148/148 [==============================] - 0s 68us/step - loss: 11145.1778 - mean_absolute_error: 85.4396 - val_loss: 24217.6364 - val_mean_absolute_error: 136.3398 Epoch 3445/5000 148/148 [==============================] - 0s 68us/step - loss: 11133.8964 - mean_absolute_error: 85.3694 - val_loss: 24207.4483 - val_mean_absolute_error: 136.3088 Epoch 3446/5000 148/148 [==============================] - 0s 74us/step - loss: 11129.6016 - mean_absolute_error: 85.3228 - val_loss: 24198.1324 - val_mean_absolute_error: 136.2803 Epoch 3447/5000 148/148 [==============================] - 0s 74us/step - loss: 11122.9185 - mean_absolute_error: 85.2810 - val_loss: 24186.8302 - val_mean_absolute_error: 136.2455 Epoch 3448/5000 148/148 [==============================] - 0s 68us/step - loss: 11116.8500 - mean_absolute_error: 85.2473 - val_loss: 24172.5430 - val_mean_absolute_error: 136.2014 Epoch 3449/5000 148/148 [==============================] - 0s 68us/step - loss: 11109.1193 - mean_absolute_error: 85.2094 - val_loss: 24157.9305 - val_mean_absolute_error: 136.1563 Epoch 3450/5000 148/148 [==============================] - 0s 68us/step - loss: 11102.6463 - mean_absolute_error: 85.1769 - val_loss: 24142.5109 - val_mean_absolute_error: 136.1085 Epoch 3451/5000 148/148 [==============================] - 0s 61us/step - loss: 11096.4393 - mean_absolute_error: 85.1495 - val_loss: 24126.2066 - val_mean_absolute_error: 136.0586 Epoch 3452/5000 148/148 [==============================] - 0s 74us/step - loss: 11088.7187 - mean_absolute_error: 85.1099 - val_loss: 24111.6022 - val_mean_absolute_error: 136.0138 Epoch 3453/5000 148/148 [==============================] - 0s 68us/step - loss: 11081.1484 - mean_absolute_error: 85.0621 - val_loss: 24098.7012 - val_mean_absolute_error: 135.9738 Epoch 3454/5000 148/148 [==============================] - 0s 74us/step - loss: 11075.6012 - mean_absolute_error: 85.0259 - val_loss: 24084.3021 - val_mean_absolute_error: 135.9292 Epoch 3455/5000 148/148 [==============================] - 0s 68us/step - loss: 11068.9770 - mean_absolute_error: 84.9910 - val_loss: 24070.0960 - val_mean_absolute_error: 135.8847 Epoch 3456/5000 148/148 [==============================] - 0s 74us/step - loss: 11061.2773 - mean_absolute_error: 84.9519 - val_loss: 24054.7246 - val_mean_absolute_error: 135.8370 Epoch 3457/5000 148/148 [==============================] - 0s 68us/step - loss: 11054.2986 - mean_absolute_error: 84.9187 - val_loss: 24039.2458 - val_mean_absolute_error: 135.7898 Epoch 3458/5000 148/148 [==============================] - 0s 74us/step - loss: 11047.9008 - mean_absolute_error: 84.8931 - val_loss: 24024.0654 - val_mean_absolute_error: 135.7436 Epoch 3459/5000 148/148 [==============================] - 0s 61us/step - loss: 11041.2523 - mean_absolute_error: 84.8555 - val_loss: 24010.0705 - val_mean_absolute_error: 135.7000 Epoch 3460/5000 148/148 [==============================] - 0s 68us/step - loss: 11034.1884 - mean_absolute_error: 84.8159 - val_loss: 23994.3091 - val_mean_absolute_error: 135.6524 Epoch 3461/5000 148/148 [==============================] - 0s 74us/step - loss: 11027.4081 - mean_absolute_error: 84.7813 - val_loss: 23980.6709 - val_mean_absolute_error: 135.6107 Epoch 3462/5000 148/148 [==============================] - 0s 68us/step - loss: 11021.0710 - mean_absolute_error: 84.7480 - val_loss: 23966.2800 - val_mean_absolute_error: 135.5658 Epoch 3463/5000 148/148 [==============================] - 0s 74us/step - loss: 11014.5300 - mean_absolute_error: 84.7150 - val_loss: 23951.0807 - val_mean_absolute_error: 135.5190 Epoch 3464/5000 148/148 [==============================] - 0s 61us/step - loss: 11007.5278 - mean_absolute_error: 84.6827 - val_loss: 23937.2048 - val_mean_absolute_error: 135.4775 Epoch 3465/5000 148/148 [==============================] - 0s 74us/step - loss: 11000.8091 - mean_absolute_error: 84.6553 - val_loss: 23923.2498 - val_mean_absolute_error: 135.4350 Epoch 3466/5000 148/148 [==============================] - 0s 68us/step - loss: 10994.0113 - mean_absolute_error: 84.6277 - val_loss: 23908.0503 - val_mean_absolute_error: 135.3904 Epoch 3467/5000 148/148 [==============================] - 0s 68us/step - loss: 10986.7897 - mean_absolute_error: 84.6048 - val_loss: 23889.8295 - val_mean_absolute_error: 135.3430 Epoch 3468/5000 148/148 [==============================] - 0s 74us/step - loss: 10979.7804 - mean_absolute_error: 84.5907 - val_loss: 23872.4306 - val_mean_absolute_error: 135.2942 Epoch 3469/5000 148/148 [==============================] - 0s 61us/step - loss: 10972.0565 - mean_absolute_error: 84.5590 - val_loss: 23858.7854 - val_mean_absolute_error: 135.2546 Epoch 3470/5000 148/148 [==============================] - 0s 68us/step - loss: 10965.8577 - mean_absolute_error: 84.5305 - val_loss: 23846.2382 - val_mean_absolute_error: 135.2173 Epoch 3471/5000 148/148 [==============================] - 0s 68us/step - loss: 10960.1599 - mean_absolute_error: 84.5011 - val_loss: 23833.0590 - val_mean_absolute_error: 135.1779 Epoch 3472/5000 148/148 [==============================] - 0s 61us/step - loss: 10953.7276 - mean_absolute_error: 84.4728 - val_loss: 23818.7599 - val_mean_absolute_error: 135.1346 Epoch 3473/5000 148/148 [==============================] - 0s 74us/step - loss: 10947.9725 - mean_absolute_error: 84.4454 - val_loss: 23806.1980 - val_mean_absolute_error: 135.0944 Epoch 3474/5000 148/148 [==============================] - 0s 68us/step - loss: 10941.8782 - mean_absolute_error: 84.4164 - val_loss: 23794.8354 - val_mean_absolute_error: 135.0573 Epoch 3475/5000 148/148 [==============================] - 0s 74us/step - loss: 10936.2555 - mean_absolute_error: 84.3944 - val_loss: 23783.4193 - val_mean_absolute_error: 135.0202 Epoch 3476/5000 148/148 [==============================] - 0s 61us/step - loss: 10929.9730 - mean_absolute_error: 84.3698 - val_loss: 23769.9878 - val_mean_absolute_error: 134.9772 Epoch 3477/5000 148/148 [==============================] - 0s 74us/step - loss: 10924.0294 - mean_absolute_error: 84.3470 - val_loss: 23754.4886 - val_mean_absolute_error: 134.9289 Epoch 3478/5000 148/148 [==============================] - 0s 68us/step - loss: 10916.0190 - mean_absolute_error: 84.3184 - val_loss: 23740.9829 - val_mean_absolute_error: 134.8865 Epoch 3479/5000 148/148 [==============================] - 0s 68us/step - loss: 10909.8865 - mean_absolute_error: 84.2929 - val_loss: 23726.6391 - val_mean_absolute_error: 134.8413 Epoch 3480/5000 148/148 [==============================] - 0s 74us/step - loss: 10904.8631 - mean_absolute_error: 84.2727 - val_loss: 23711.7270 - val_mean_absolute_error: 134.7948 Epoch 3481/5000 148/148 [==============================] - 0s 68us/step - loss: 10896.3698 - mean_absolute_error: 84.2389 - val_loss: 23696.1159 - val_mean_absolute_error: 134.7476 Epoch 3482/5000 148/148 [==============================] - 0s 68us/step - loss: 10889.5614 - mean_absolute_error: 84.2073 - val_loss: 23677.6249 - val_mean_absolute_error: 134.6978 Epoch 3483/5000 148/148 [==============================] - 0s 68us/step - loss: 10881.8914 - mean_absolute_error: 84.1757 - val_loss: 23661.5498 - val_mean_absolute_error: 134.6522 Epoch 3484/5000 148/148 [==============================] - 0s 68us/step - loss: 10875.7408 - mean_absolute_error: 84.1473 - val_loss: 23648.0113 - val_mean_absolute_error: 134.6130 Epoch 3485/5000 148/148 [==============================] - 0s 65us/step - loss: 10869.1396 - mean_absolute_error: 84.1171 - val_loss: 23637.5719 - val_mean_absolute_error: 134.5817 Epoch 3486/5000 148/148 [==============================] - 0s 81us/step - loss: 10863.7923 - mean_absolute_error: 84.0937 - val_loss: 23624.9533 - val_mean_absolute_error: 134.5428 Epoch 3487/5000 148/148 [==============================] - 0s 81us/step - loss: 10857.9701 - mean_absolute_error: 84.0641 - val_loss: 23611.8787 - val_mean_absolute_error: 134.5020 Epoch 3488/5000 148/148 [==============================] - 0s 74us/step - loss: 10851.5330 - mean_absolute_error: 84.0329 - val_loss: 23599.6464 - val_mean_absolute_error: 134.4638 Epoch 3489/5000 148/148 [==============================] - 0s 88us/step - loss: 10845.3237 - mean_absolute_error: 83.9985 - val_loss: 23587.9319 - val_mean_absolute_error: 134.4270 Epoch 3490/5000 148/148 [==============================] - 0s 88us/step - loss: 10840.0110 - mean_absolute_error: 83.9623 - val_loss: 23577.2032 - val_mean_absolute_error: 134.3920 Epoch 3491/5000 148/148 [==============================] - 0s 81us/step - loss: 10836.9072 - mean_absolute_error: 83.9255 - val_loss: 23565.8749 - val_mean_absolute_error: 134.3566 Epoch 3492/5000 148/148 [==============================] - 0s 88us/step - loss: 10833.4989 - mean_absolute_error: 83.9375 - val_loss: 23549.6727 - val_mean_absolute_error: 134.3085 Epoch 3493/5000 148/148 [==============================] - 0s 95us/step - loss: 10822.6511 - mean_absolute_error: 83.9294 - val_loss: 23534.8697 - val_mean_absolute_error: 134.2628 Epoch 3494/5000 148/148 [==============================] - 0s 95us/step - loss: 10816.7378 - mean_absolute_error: 83.9113 - val_loss: 23519.2424 - val_mean_absolute_error: 134.2151 Epoch 3495/5000 148/148 [==============================] - 0s 74us/step - loss: 10811.1539 - mean_absolute_error: 83.8902 - val_loss: 23504.0766 - val_mean_absolute_error: 134.1687 Epoch 3496/5000 148/148 [==============================] - 0s 88us/step - loss: 10804.8583 - mean_absolute_error: 83.8672 - val_loss: 23490.7295 - val_mean_absolute_error: 134.1276 Epoch 3497/5000 148/148 [==============================] - 0s 74us/step - loss: 10800.2994 - mean_absolute_error: 83.8647 - val_loss: 23476.3015 - val_mean_absolute_error: 134.0825 Epoch 3498/5000 148/148 [==============================] - 0s 81us/step - loss: 10791.6243 - mean_absolute_error: 83.8604 - val_loss: 23462.5828 - val_mean_absolute_error: 134.0392 Epoch 3499/5000 148/148 [==============================] - 0s 88us/step - loss: 10786.1410 - mean_absolute_error: 83.8499 - val_loss: 23447.7783 - val_mean_absolute_error: 133.9926 Epoch 3500/5000 148/148 [==============================] - 0s 95us/step - loss: 10780.4064 - mean_absolute_error: 83.8331 - val_loss: 23433.7434 - val_mean_absolute_error: 133.9486 Epoch 3501/5000 148/148 [==============================] - 0s 81us/step - loss: 10774.3287 - mean_absolute_error: 83.8102 - val_loss: 23420.5523 - val_mean_absolute_error: 133.9062 Epoch 3502/5000 148/148 [==============================] - 0s 88us/step - loss: 10768.5116 - mean_absolute_error: 83.7806 - val_loss: 23406.4221 - val_mean_absolute_error: 133.8614 Epoch 3503/5000 148/148 [==============================] - 0s 88us/step - loss: 10764.6943 - mean_absolute_error: 83.7846 - val_loss: 23389.1434 - val_mean_absolute_error: 133.8090 Epoch 3504/5000 148/148 [==============================] - 0s 95us/step - loss: 10756.3928 - mean_absolute_error: 83.8040 - val_loss: 23372.5049 - val_mean_absolute_error: 133.7578 Epoch 3505/5000 148/148 [==============================] - 0s 95us/step - loss: 10753.8474 - mean_absolute_error: 83.8263 - val_loss: 23356.9033 - val_mean_absolute_error: 133.7092 Epoch 3506/5000 148/148 [==============================] - 0s 88us/step - loss: 10747.1309 - mean_absolute_error: 83.7947 - val_loss: 23343.7156 - val_mean_absolute_error: 133.6668 Epoch 3507/5000 148/148 [==============================] - 0s 88us/step - loss: 10741.6448 - mean_absolute_error: 83.7499 - val_loss: 23329.6761 - val_mean_absolute_error: 133.6221 Epoch 3508/5000 148/148 [==============================] - 0s 101us/step - loss: 10732.4394 - mean_absolute_error: 83.7343 - val_loss: 23311.6637 - val_mean_absolute_error: 133.5673 Epoch 3509/5000 148/148 [==============================] - 0s 108us/step - loss: 10729.2988 - mean_absolute_error: 83.7692 - val_loss: 23296.2123 - val_mean_absolute_error: 133.5194 Epoch 3510/5000 148/148 [==============================] - 0s 88us/step - loss: 10725.3417 - mean_absolute_error: 83.7741 - val_loss: 23284.6384 - val_mean_absolute_error: 133.4820 Epoch 3511/5000 148/148 [==============================] - 0s 88us/step - loss: 10720.6776 - mean_absolute_error: 83.7654 - val_loss: 23272.2167 - val_mean_absolute_error: 133.4425 Epoch 3512/5000 148/148 [==============================] - 0s 81us/step - loss: 10715.1190 - mean_absolute_error: 83.7398 - val_loss: 23257.2452 - val_mean_absolute_error: 133.3961 Epoch 3513/5000 148/148 [==============================] - 0s 88us/step - loss: 10708.1432 - mean_absolute_error: 83.7046 - val_loss: 23239.2322 - val_mean_absolute_error: 133.3459 Epoch 3514/5000 148/148 [==============================] - 0s 81us/step - loss: 10699.7003 - mean_absolute_error: 83.6665 - val_loss: 23224.1383 - val_mean_absolute_error: 133.3018 Epoch 3515/5000 148/148 [==============================] - 0s 88us/step - loss: 10693.3348 - mean_absolute_error: 83.6335 - val_loss: 23209.1127 - val_mean_absolute_error: 133.2559 Epoch 3516/5000 148/148 [==============================] - 0s 88us/step - loss: 10685.8898 - mean_absolute_error: 83.5977 - val_loss: 23194.2151 - val_mean_absolute_error: 133.2092 Epoch 3517/5000 148/148 [==============================] - 0s 95us/step - loss: 10679.7503 - mean_absolute_error: 83.5702 - val_loss: 23180.7951 - val_mean_absolute_error: 133.1677 Epoch 3518/5000 148/148 [==============================] - 0s 95us/step - loss: 10671.5389 - mean_absolute_error: 83.5233 - val_loss: 23169.7873 - val_mean_absolute_error: 133.1333 Epoch 3519/5000 148/148 [==============================] - 0s 88us/step - loss: 10666.8384 - mean_absolute_error: 83.4763 - val_loss: 23158.5689 - val_mean_absolute_error: 133.0971 Epoch 3520/5000 148/148 [==============================] - 0s 81us/step - loss: 10659.3391 - mean_absolute_error: 83.4226 - val_loss: 23146.2328 - val_mean_absolute_error: 133.0572 Epoch 3521/5000 148/148 [==============================] - 0s 95us/step - loss: 10652.8819 - mean_absolute_error: 83.3907 - val_loss: 23132.3537 - val_mean_absolute_error: 133.0143 Epoch 3522/5000 148/148 [==============================] - 0s 88us/step - loss: 10646.2392 - mean_absolute_error: 83.3626 - val_loss: 23116.7139 - val_mean_absolute_error: 132.9712 Epoch 3523/5000 148/148 [==============================] - 0s 95us/step - loss: 10639.7586 - mean_absolute_error: 83.3260 - val_loss: 23103.3580 - val_mean_absolute_error: 132.9324 Epoch 3524/5000 148/148 [==============================] - 0s 108us/step - loss: 10632.1988 - mean_absolute_error: 83.2857 - val_loss: 23091.2945 - val_mean_absolute_error: 132.8967 Epoch 3525/5000 148/148 [==============================] - 0s 122us/step - loss: 10626.2711 - mean_absolute_error: 83.2453 - val_loss: 23079.3920 - val_mean_absolute_error: 132.8611 Epoch 3526/5000 148/148 [==============================] - 0s 142us/step - loss: 10619.0481 - mean_absolute_error: 83.1950 - val_loss: 23066.2854 - val_mean_absolute_error: 132.8265 Epoch 3527/5000 148/148 [==============================] - 0s 122us/step - loss: 10611.5014 - mean_absolute_error: 83.1461 - val_loss: 23052.2216 - val_mean_absolute_error: 132.7868 Epoch 3528/5000 148/148 [==============================] - 0s 115us/step - loss: 10604.0374 - mean_absolute_error: 83.1075 - val_loss: 23037.2949 - val_mean_absolute_error: 132.7474 Epoch 3529/5000 148/148 [==============================] - 0s 128us/step - loss: 10598.5802 - mean_absolute_error: 83.0852 - val_loss: 23022.6787 - val_mean_absolute_error: 132.7063 Epoch 3530/5000 148/148 [==============================] - 0s 101us/step - loss: 10591.3094 - mean_absolute_error: 83.0689 - val_loss: 23009.9817 - val_mean_absolute_error: 132.6688 Epoch 3531/5000 148/148 [==============================] - 0s 88us/step - loss: 10586.9885 - mean_absolute_error: 83.0667 - val_loss: 22997.0680 - val_mean_absolute_error: 132.6286 Epoch 3532/5000 148/148 [==============================] - 0s 101us/step - loss: 10581.7687 - mean_absolute_error: 83.0507 - val_loss: 22983.7116 - val_mean_absolute_error: 132.5863 Epoch 3533/5000 148/148 [==============================] - 0s 95us/step - loss: 10575.3457 - mean_absolute_error: 83.0228 - val_loss: 22970.5993 - val_mean_absolute_error: 132.5445 Epoch 3534/5000 148/148 [==============================] - 0s 68us/step - loss: 10568.1246 - mean_absolute_error: 82.9813 - val_loss: 22959.1447 - val_mean_absolute_error: 132.5061 Epoch 3535/5000 148/148 [==============================] - 0s 88us/step - loss: 10561.4790 - mean_absolute_error: 82.9375 - val_loss: 22947.0368 - val_mean_absolute_error: 132.4665 Epoch 3536/5000 148/148 [==============================] - 0s 81us/step - loss: 10557.0163 - mean_absolute_error: 82.9004 - val_loss: 22933.9045 - val_mean_absolute_error: 132.4235 Epoch 3537/5000 148/148 [==============================] - 0s 68us/step - loss: 10550.8615 - mean_absolute_error: 82.8512 - val_loss: 22922.1345 - val_mean_absolute_error: 132.3850 Epoch 3538/5000 148/148 [==============================] - 0s 74us/step - loss: 10542.8245 - mean_absolute_error: 82.7983 - val_loss: 22909.9745 - val_mean_absolute_error: 132.3451 Epoch 3539/5000 148/148 [==============================] - 0s 68us/step - loss: 10536.3921 - mean_absolute_error: 82.7439 - val_loss: 22899.0895 - val_mean_absolute_error: 132.3083 Epoch 3540/5000 148/148 [==============================] - 0s 68us/step - loss: 10528.8425 - mean_absolute_error: 82.6949 - val_loss: 22887.0257 - val_mean_absolute_error: 132.2683 Epoch 3541/5000 148/148 [==============================] - 0s 67us/step - loss: 10522.0641 - mean_absolute_error: 82.6533 - val_loss: 22874.5365 - val_mean_absolute_error: 132.2280 Epoch 3542/5000 148/148 [==============================] - 0s 68us/step - loss: 10515.8185 - mean_absolute_error: 82.6190 - val_loss: 22861.6963 - val_mean_absolute_error: 132.1861 Epoch 3543/5000 148/148 [==============================] - 0s 81us/step - loss: 10510.0495 - mean_absolute_error: 82.5828 - val_loss: 22848.6655 - val_mean_absolute_error: 132.1442 Epoch 3544/5000 148/148 [==============================] - 0s 61us/step - loss: 10504.1556 - mean_absolute_error: 82.5450 - val_loss: 22835.5755 - val_mean_absolute_error: 132.1016 Epoch 3545/5000 148/148 [==============================] - 0s 74us/step - loss: 10498.1429 - mean_absolute_error: 82.5121 - val_loss: 22823.4020 - val_mean_absolute_error: 132.0620 Epoch 3546/5000 148/148 [==============================] - 0s 74us/step - loss: 10492.1397 - mean_absolute_error: 82.4790 - val_loss: 22812.8737 - val_mean_absolute_error: 132.0262 Epoch 3547/5000 148/148 [==============================] - 0s 68us/step - loss: 10487.0239 - mean_absolute_error: 82.4490 - val_loss: 22801.0861 - val_mean_absolute_error: 131.9866 Epoch 3548/5000 148/148 [==============================] - 0s 74us/step - loss: 10481.4236 - mean_absolute_error: 82.4129 - val_loss: 22790.1479 - val_mean_absolute_error: 131.9494 Epoch 3549/5000 148/148 [==============================] - 0s 68us/step - loss: 10474.7805 - mean_absolute_error: 82.3656 - val_loss: 22779.3791 - val_mean_absolute_error: 131.9132 Epoch 3550/5000 148/148 [==============================] - 0s 68us/step - loss: 10469.1382 - mean_absolute_error: 82.3223 - val_loss: 22769.4873 - val_mean_absolute_error: 131.8796 Epoch 3551/5000 148/148 [==============================] - 0s 68us/step - loss: 10466.7949 - mean_absolute_error: 82.2649 - val_loss: 22757.2158 - val_mean_absolute_error: 131.8386 Epoch 3552/5000 148/148 [==============================] - 0s 74us/step - loss: 10459.6246 - mean_absolute_error: 82.2370 - val_loss: 22742.5203 - val_mean_absolute_error: 131.7900 Epoch 3553/5000 148/148 [==============================] - 0s 74us/step - loss: 10451.5598 - mean_absolute_error: 82.2191 - val_loss: 22728.6015 - val_mean_absolute_error: 131.7439 Epoch 3554/5000 148/148 [==============================] - 0s 68us/step - loss: 10445.3079 - mean_absolute_error: 82.1899 - val_loss: 22715.5466 - val_mean_absolute_error: 131.7007 Epoch 3555/5000 148/148 [==============================] - 0s 88us/step - loss: 10439.8712 - mean_absolute_error: 82.1530 - val_loss: 22703.6555 - val_mean_absolute_error: 131.6614 Epoch 3556/5000 148/148 [==============================] - 0s 74us/step - loss: 10434.6044 - mean_absolute_error: 82.1221 - val_loss: 22691.9448 - val_mean_absolute_error: 131.6229 Epoch 3557/5000 148/148 [==============================] - 0s 88us/step - loss: 10428.2876 - mean_absolute_error: 82.0858 - val_loss: 22678.4305 - val_mean_absolute_error: 131.5782 Epoch 3558/5000 148/148 [==============================] - 0s 81us/step - loss: 10422.0458 - mean_absolute_error: 82.0577 - val_loss: 22664.0205 - val_mean_absolute_error: 131.5308 Epoch 3559/5000 148/148 [==============================] - 0s 81us/step - loss: 10415.8915 - mean_absolute_error: 82.0256 - val_loss: 22649.3092 - val_mean_absolute_error: 131.4818 Epoch 3560/5000 148/148 [==============================] - 0s 88us/step - loss: 10409.5134 - mean_absolute_error: 81.9907 - val_loss: 22636.7179 - val_mean_absolute_error: 131.4386 Epoch 3561/5000 148/148 [==============================] - 0s 95us/step - loss: 10402.5636 - mean_absolute_error: 81.9546 - val_loss: 22625.0973 - val_mean_absolute_error: 131.3983 Epoch 3562/5000 148/148 [==============================] - 0s 81us/step - loss: 10397.6483 - mean_absolute_error: 81.9273 - val_loss: 22611.2070 - val_mean_absolute_error: 131.3516 Epoch 3563/5000 148/148 [==============================] - 0s 88us/step - loss: 10391.7717 - mean_absolute_error: 81.9196 - val_loss: 22598.4795 - val_mean_absolute_error: 131.3087 Epoch 3564/5000 148/148 [==============================] - 0s 68us/step - loss: 10385.0897 - mean_absolute_error: 81.9184 - val_loss: 22586.8341 - val_mean_absolute_error: 131.2691 Epoch 3565/5000 148/148 [==============================] - 0s 108us/step - loss: 10380.7649 - mean_absolute_error: 81.9134 - val_loss: 22574.2433 - val_mean_absolute_error: 131.2277 Epoch 3566/5000 148/148 [==============================] - 0s 88us/step - loss: 10375.6106 - mean_absolute_error: 81.9020 - val_loss: 22561.6807 - val_mean_absolute_error: 131.1862 Epoch 3567/5000 148/148 [==============================] - 0s 115us/step - loss: 10369.1843 - mean_absolute_error: 81.8772 - val_loss: 22549.0141 - val_mean_absolute_error: 131.1454 Epoch 3568/5000 148/148 [==============================] - 0s 108us/step - loss: 10363.8578 - mean_absolute_error: 81.8559 - val_loss: 22536.5863 - val_mean_absolute_error: 131.1050 Epoch 3569/5000 148/148 [==============================] - 0s 95us/step - loss: 10357.5476 - mean_absolute_error: 81.8241 - val_loss: 22523.7401 - val_mean_absolute_error: 131.0627 Epoch 3570/5000 148/148 [==============================] - 0s 88us/step - loss: 10352.0754 - mean_absolute_error: 81.7892 - val_loss: 22509.5134 - val_mean_absolute_error: 131.0155 Epoch 3571/5000 148/148 [==============================] - 0s 81us/step - loss: 10346.0416 - mean_absolute_error: 81.7546 - val_loss: 22495.5938 - val_mean_absolute_error: 130.9690 Epoch 3572/5000 148/148 [==============================] - 0s 95us/step - loss: 10339.3831 - mean_absolute_error: 81.7175 - val_loss: 22483.4733 - val_mean_absolute_error: 130.9296 Epoch 3573/5000 148/148 [==============================] - 0s 88us/step - loss: 10333.5040 - mean_absolute_error: 81.6866 - val_loss: 22471.0489 - val_mean_absolute_error: 130.8888 Epoch 3574/5000 148/148 [==============================] - 0s 81us/step - loss: 10327.8076 - mean_absolute_error: 81.6594 - val_loss: 22458.9075 - val_mean_absolute_error: 130.8499 Epoch 3575/5000 148/148 [==============================] - 0s 81us/step - loss: 10322.7667 - mean_absolute_error: 81.6318 - val_loss: 22446.3466 - val_mean_absolute_error: 130.8084 Epoch 3576/5000 148/148 [==============================] - 0s 74us/step - loss: 10317.0176 - mean_absolute_error: 81.5984 - val_loss: 22435.6557 - val_mean_absolute_error: 130.7736 Epoch 3577/5000 148/148 [==============================] - 0s 81us/step - loss: 10312.1254 - mean_absolute_error: 81.5593 - val_loss: 22423.6940 - val_mean_absolute_error: 130.7353 Epoch 3578/5000 148/148 [==============================] - 0s 88us/step - loss: 10309.8956 - mean_absolute_error: 81.5763 - val_loss: 22407.9209 - val_mean_absolute_error: 130.6870 Epoch 3579/5000 148/148 [==============================] - 0s 88us/step - loss: 10304.2995 - mean_absolute_error: 81.5824 - val_loss: 22394.2811 - val_mean_absolute_error: 130.6436 Epoch 3580/5000 148/148 [==============================] - 0s 68us/step - loss: 10298.2366 - mean_absolute_error: 81.5839 - val_loss: 22379.6698 - val_mean_absolute_error: 130.5961 Epoch 3581/5000 148/148 [==============================] - 0s 95us/step - loss: 10291.9960 - mean_absolute_error: 81.5682 - val_loss: 22366.1417 - val_mean_absolute_error: 130.5518 Epoch 3582/5000 148/148 [==============================] - 0s 81us/step - loss: 10287.5759 - mean_absolute_error: 81.5526 - val_loss: 22351.4928 - val_mean_absolute_error: 130.5045 Epoch 3583/5000 148/148 [==============================] - 0s 74us/step - loss: 10280.9128 - mean_absolute_error: 81.5202 - val_loss: 22337.6245 - val_mean_absolute_error: 130.4589 Epoch 3584/5000 148/148 [==============================] - 0s 81us/step - loss: 10274.8343 - mean_absolute_error: 81.4859 - val_loss: 22324.9264 - val_mean_absolute_error: 130.4169 Epoch 3585/5000 148/148 [==============================] - 0s 68us/step - loss: 10269.0234 - mean_absolute_error: 81.4548 - val_loss: 22312.7805 - val_mean_absolute_error: 130.3770 Epoch 3586/5000 148/148 [==============================] - 0s 74us/step - loss: 10265.9124 - mean_absolute_error: 81.4504 - val_loss: 22300.1523 - val_mean_absolute_error: 130.3352 Epoch 3587/5000 148/148 [==============================] - 0s 88us/step - loss: 10260.1138 - mean_absolute_error: 81.4485 - val_loss: 22287.1530 - val_mean_absolute_error: 130.2925 Epoch 3588/5000 148/148 [==============================] - 0s 81us/step - loss: 10253.5102 - mean_absolute_error: 81.4264 - val_loss: 22272.5249 - val_mean_absolute_error: 130.2439 Epoch 3589/5000 148/148 [==============================] - 0s 115us/step - loss: 10246.6651 - mean_absolute_error: 81.3935 - val_loss: 22257.8846 - val_mean_absolute_error: 130.1953 Epoch 3590/5000 148/148 [==============================] - 0s 68us/step - loss: 10239.7106 - mean_absolute_error: 81.3562 - val_loss: 22244.0214 - val_mean_absolute_error: 130.1484 Epoch 3591/5000 148/148 [==============================] - 0s 68us/step - loss: 10233.4541 - mean_absolute_error: 81.3233 - val_loss: 22229.6305 - val_mean_absolute_error: 130.0997 Epoch 3592/5000 148/148 [==============================] - 0s 95us/step - loss: 10226.9443 - mean_absolute_error: 81.2884 - val_loss: 22215.3362 - val_mean_absolute_error: 130.0512 Epoch 3593/5000 148/148 [==============================] - 0s 74us/step - loss: 10219.4656 - mean_absolute_error: 81.2451 - val_loss: 22202.8971 - val_mean_absolute_error: 130.0082 Epoch 3594/5000 148/148 [==============================] - 0s 81us/step - loss: 10213.8203 - mean_absolute_error: 81.2039 - val_loss: 22189.0627 - val_mean_absolute_error: 129.9611 Epoch 3595/5000 148/148 [==============================] - 0s 128us/step - loss: 10206.6831 - mean_absolute_error: 81.1580 - val_loss: 22175.3685 - val_mean_absolute_error: 129.9151 Epoch 3596/5000 148/148 [==============================] - 0s 95us/step - loss: 10200.9273 - mean_absolute_error: 81.1129 - val_loss: 22162.6184 - val_mean_absolute_error: 129.8733 Epoch 3597/5000 148/148 [==============================] - 0s 68us/step - loss: 10195.1484 - mean_absolute_error: 81.0765 - val_loss: 22149.8366 - val_mean_absolute_error: 129.8317 Epoch 3598/5000 148/148 [==============================] - 0s 68us/step - loss: 10192.0857 - mean_absolute_error: 81.0863 - val_loss: 22134.8716 - val_mean_absolute_error: 129.7843 Epoch 3599/5000 148/148 [==============================] - 0s 88us/step - loss: 10185.7256 - mean_absolute_error: 81.0863 - val_loss: 22123.9270 - val_mean_absolute_error: 129.7481 Epoch 3600/5000 148/148 [==============================] - 0s 95us/step - loss: 10179.9289 - mean_absolute_error: 81.0574 - val_loss: 22110.8703 - val_mean_absolute_error: 129.7062 Epoch 3601/5000 148/148 [==============================] - 0s 74us/step - loss: 10173.9846 - mean_absolute_error: 81.0264 - val_loss: 22094.7605 - val_mean_absolute_error: 129.6604 Epoch 3602/5000 148/148 [==============================] - 0s 74us/step - loss: 10168.2503 - mean_absolute_error: 80.9953 - val_loss: 22078.9161 - val_mean_absolute_error: 129.6128 Epoch 3603/5000 148/148 [==============================] - 0s 81us/step - loss: 10161.2884 - mean_absolute_error: 80.9609 - val_loss: 22064.7875 - val_mean_absolute_error: 129.5684 Epoch 3604/5000 148/148 [==============================] - 0s 81us/step - loss: 10155.5974 - mean_absolute_error: 80.9312 - val_loss: 22049.5650 - val_mean_absolute_error: 129.5196 Epoch 3605/5000 148/148 [==============================] - 0s 68us/step - loss: 10146.9204 - mean_absolute_error: 80.9266 - val_loss: 22033.8333 - val_mean_absolute_error: 129.4678 Epoch 3606/5000 148/148 [==============================] - 0s 74us/step - loss: 10144.8523 - mean_absolute_error: 80.9550 - val_loss: 22018.9284 - val_mean_absolute_error: 129.4191 Epoch 3607/5000 148/148 [==============================] - 0s 74us/step - loss: 10140.5907 - mean_absolute_error: 80.9659 - val_loss: 22005.7035 - val_mean_absolute_error: 129.3751 Epoch 3608/5000 148/148 [==============================] - 0s 95us/step - loss: 10136.3464 - mean_absolute_error: 80.9592 - val_loss: 21992.9469 - val_mean_absolute_error: 129.3336 Epoch 3609/5000 148/148 [==============================] - 0s 122us/step - loss: 10131.7374 - mean_absolute_error: 80.9413 - val_loss: 21982.2957 - val_mean_absolute_error: 129.2976 Epoch 3610/5000 148/148 [==============================] - 0s 101us/step - loss: 10125.9367 - mean_absolute_error: 80.9162 - val_loss: 21972.1838 - val_mean_absolute_error: 129.2623 Epoch 3611/5000 148/148 [==============================] - 0s 122us/step - loss: 10120.0931 - mean_absolute_error: 80.8860 - val_loss: 21961.2548 - val_mean_absolute_error: 129.2239 Epoch 3612/5000 148/148 [==============================] - 0s 81us/step - loss: 10115.1622 - mean_absolute_error: 80.8578 - val_loss: 21949.4022 - val_mean_absolute_error: 129.1839 Epoch 3613/5000 148/148 [==============================] - 0s 74us/step - loss: 10106.9839 - mean_absolute_error: 80.8051 - val_loss: 21939.0547 - val_mean_absolute_error: 129.1484 Epoch 3614/5000 148/148 [==============================] - 0s 88us/step - loss: 10102.7721 - mean_absolute_error: 80.7541 - val_loss: 21927.8600 - val_mean_absolute_error: 129.1103 Epoch 3615/5000 148/148 [==============================] - 0s 68us/step - loss: 10099.5486 - mean_absolute_error: 80.7448 - val_loss: 21917.3907 - val_mean_absolute_error: 129.0744 Epoch 3616/5000 148/148 [==============================] - 0s 88us/step - loss: 10092.3461 - mean_absolute_error: 80.7129 - val_loss: 21910.0927 - val_mean_absolute_error: 129.0470 Epoch 3617/5000 148/148 [==============================] - 0s 67us/step - loss: 10086.5504 - mean_absolute_error: 80.6704 - val_loss: 21900.2640 - val_mean_absolute_error: 129.0124 Epoch 3618/5000 148/148 [==============================] - 0s 81us/step - loss: 10080.2473 - mean_absolute_error: 80.6228 - val_loss: 21888.7262 - val_mean_absolute_error: 128.9724 Epoch 3619/5000 148/148 [==============================] - 0s 74us/step - loss: 10073.6897 - mean_absolute_error: 80.5753 - val_loss: 21878.5591 - val_mean_absolute_error: 128.9385 Epoch 3620/5000 148/148 [==============================] - 0s 81us/step - loss: 10068.7552 - mean_absolute_error: 80.5307 - val_loss: 21868.8555 - val_mean_absolute_error: 128.9059 Epoch 3621/5000 148/148 [==============================] - 0s 88us/step - loss: 10063.8507 - mean_absolute_error: 80.4863 - val_loss: 21857.4779 - val_mean_absolute_error: 128.8675 Epoch 3622/5000 148/148 [==============================] - 0s 81us/step - loss: 10057.7250 - mean_absolute_error: 80.4479 - val_loss: 21846.3509 - val_mean_absolute_error: 128.8301 Epoch 3623/5000 148/148 [==============================] - 0s 68us/step - loss: 10053.6616 - mean_absolute_error: 80.4166 - val_loss: 21836.2863 - val_mean_absolute_error: 128.7981 Epoch 3624/5000 148/148 [==============================] - 0s 74us/step - loss: 10047.5717 - mean_absolute_error: 80.3841 - val_loss: 21825.1259 - val_mean_absolute_error: 128.7615 Epoch 3625/5000 148/148 [==============================] - 0s 68us/step - loss: 10042.5621 - mean_absolute_error: 80.3537 - val_loss: 21812.5337 - val_mean_absolute_error: 128.7196 Epoch 3626/5000 148/148 [==============================] - 0s 81us/step - loss: 10036.7198 - mean_absolute_error: 80.3226 - val_loss: 21799.6662 - val_mean_absolute_error: 128.6753 Epoch 3627/5000 148/148 [==============================] - 0s 68us/step - loss: 10029.6845 - mean_absolute_error: 80.2787 - val_loss: 21787.3830 - val_mean_absolute_error: 128.6331 Epoch 3628/5000 148/148 [==============================] - 0s 68us/step - loss: 10023.0221 - mean_absolute_error: 80.2300 - val_loss: 21775.9989 - val_mean_absolute_error: 128.5933 Epoch 3629/5000 148/148 [==============================] - 0s 95us/step - loss: 10019.6570 - mean_absolute_error: 80.1802 - val_loss: 21762.9655 - val_mean_absolute_error: 128.5501 Epoch 3630/5000 148/148 [==============================] - 0s 74us/step - loss: 10017.1614 - mean_absolute_error: 80.1839 - val_loss: 21747.4680 - val_mean_absolute_error: 128.5006 Epoch 3631/5000 148/148 [==============================] - 0s 95us/step - loss: 10010.1336 - mean_absolute_error: 80.1987 - val_loss: 21733.4240 - val_mean_absolute_error: 128.4549 Epoch 3632/5000 148/148 [==============================] - 0s 81us/step - loss: 10005.1877 - mean_absolute_error: 80.1976 - val_loss: 21721.7658 - val_mean_absolute_error: 128.4164 Epoch 3633/5000 148/148 [==============================] - 0s 81us/step - loss: 10000.6524 - mean_absolute_error: 80.1822 - val_loss: 21711.2784 - val_mean_absolute_error: 128.3819 Epoch 3634/5000 148/148 [==============================] - 0s 81us/step - loss: 9995.7837 - mean_absolute_error: 80.1546 - val_loss: 21700.7650 - val_mean_absolute_error: 128.3448 Epoch 3635/5000 148/148 [==============================] - 0s 74us/step - loss: 9990.5663 - mean_absolute_error: 80.1221 - val_loss: 21688.8647 - val_mean_absolute_error: 128.3043 Epoch 3636/5000 148/148 [==============================] - 0s 94us/step - loss: 9984.6476 - mean_absolute_error: 80.0902 - val_loss: 21676.5217 - val_mean_absolute_error: 128.2620 Epoch 3637/5000 148/148 [==============================] - 0s 74us/step - loss: 9980.1957 - mean_absolute_error: 80.0562 - val_loss: 21665.9047 - val_mean_absolute_error: 128.2251 Epoch 3638/5000 148/148 [==============================] - 0s 68us/step - loss: 9974.9950 - mean_absolute_error: 80.0149 - val_loss: 21655.7043 - val_mean_absolute_error: 128.1902 Epoch 3639/5000 148/148 [==============================] - 0s 88us/step - loss: 9969.6633 - mean_absolute_error: 79.9708 - val_loss: 21644.9446 - val_mean_absolute_error: 128.1540 Epoch 3640/5000 148/148 [==============================] - 0s 68us/step - loss: 9963.0360 - mean_absolute_error: 79.9262 - val_loss: 21632.8785 - val_mean_absolute_error: 128.1131 Epoch 3641/5000 148/148 [==============================] - 0s 88us/step - loss: 9957.7764 - mean_absolute_error: 79.8883 - val_loss: 21619.5172 - val_mean_absolute_error: 128.0690 Epoch 3642/5000 148/148 [==============================] - 0s 88us/step - loss: 9949.9080 - mean_absolute_error: 79.8882 - val_loss: 21604.4883 - val_mean_absolute_error: 128.0205 Epoch 3643/5000 148/148 [==============================] - 0s 68us/step - loss: 9949.3841 - mean_absolute_error: 79.9063 - val_loss: 21591.6926 - val_mean_absolute_error: 127.9765 Epoch 3644/5000 148/148 [==============================] - 0s 81us/step - loss: 9943.5596 - mean_absolute_error: 79.8946 - val_loss: 21579.1302 - val_mean_absolute_error: 127.9329 Epoch 3645/5000 148/148 [==============================] - 0s 68us/step - loss: 9936.7377 - mean_absolute_error: 79.8628 - val_loss: 21568.2284 - val_mean_absolute_error: 127.8945 Epoch 3646/5000 148/148 [==============================] - 0s 81us/step - loss: 9932.5063 - mean_absolute_error: 79.8289 - val_loss: 21556.3616 - val_mean_absolute_error: 127.8552 Epoch 3647/5000 148/148 [==============================] - 0s 74us/step - loss: 9925.4168 - mean_absolute_error: 79.8367 - val_loss: 21541.7246 - val_mean_absolute_error: 127.8083 Epoch 3648/5000 148/148 [==============================] - 0s 74us/step - loss: 9923.3631 - mean_absolute_error: 79.8412 - val_loss: 21527.9720 - val_mean_absolute_error: 127.7622 Epoch 3649/5000 148/148 [==============================] - 0s 68us/step - loss: 9917.9201 - mean_absolute_error: 79.8306 - val_loss: 21515.0009 - val_mean_absolute_error: 127.7187 Epoch 3650/5000 148/148 [==============================] - 0s 68us/step - loss: 9912.7495 - mean_absolute_error: 79.8056 - val_loss: 21504.1810 - val_mean_absolute_error: 127.6810 Epoch 3651/5000 148/148 [==============================] - 0s 81us/step - loss: 9907.8543 - mean_absolute_error: 79.7813 - val_loss: 21494.9847 - val_mean_absolute_error: 127.6471 Epoch 3652/5000 148/148 [==============================] - 0s 108us/step - loss: 9902.3433 - mean_absolute_error: 79.7454 - val_loss: 21484.4123 - val_mean_absolute_error: 127.6105 Epoch 3653/5000 148/148 [==============================] - 0s 81us/step - loss: 9896.2869 - mean_absolute_error: 79.7097 - val_loss: 21475.3023 - val_mean_absolute_error: 127.5786 Epoch 3654/5000 148/148 [==============================] - 0s 68us/step - loss: 9891.5636 - mean_absolute_error: 79.6779 - val_loss: 21463.6636 - val_mean_absolute_error: 127.5388 Epoch 3655/5000 148/148 [==============================] - 0s 74us/step - loss: 9886.6215 - mean_absolute_error: 79.6357 - val_loss: 21450.4884 - val_mean_absolute_error: 127.4947 Epoch 3656/5000 148/148 [==============================] - 0s 88us/step - loss: 9879.0342 - mean_absolute_error: 79.5915 - val_loss: 21437.2561 - val_mean_absolute_error: 127.4526 Epoch 3657/5000 148/148 [==============================] - 0s 95us/step - loss: 9873.6190 - mean_absolute_error: 79.5570 - val_loss: 21423.8720 - val_mean_absolute_error: 127.4083 Epoch 3658/5000 148/148 [==============================] - 0s 74us/step - loss: 9866.4357 - mean_absolute_error: 79.5185 - val_loss: 21409.4738 - val_mean_absolute_error: 127.3608 Epoch 3659/5000 148/148 [==============================] - 0s 122us/step - loss: 9860.8913 - mean_absolute_error: 79.4896 - val_loss: 21393.4689 - val_mean_absolute_error: 127.3090 Epoch 3660/5000 148/148 [==============================] - 0s 88us/step - loss: 9856.2046 - mean_absolute_error: 79.4900 - val_loss: 21378.7417 - val_mean_absolute_error: 127.2606 Epoch 3661/5000 148/148 [==============================] - 0s 88us/step - loss: 9850.6937 - mean_absolute_error: 79.4794 - val_loss: 21363.8099 - val_mean_absolute_error: 127.2118 Epoch 3662/5000 148/148 [==============================] - 0s 74us/step - loss: 9843.2593 - mean_absolute_error: 79.4576 - val_loss: 21348.5194 - val_mean_absolute_error: 127.1629 Epoch 3663/5000 148/148 [==============================] - 0s 74us/step - loss: 9837.8195 - mean_absolute_error: 79.4359 - val_loss: 21335.1311 - val_mean_absolute_error: 127.1192 Epoch 3664/5000 148/148 [==============================] - 0s 74us/step - loss: 9832.0032 - mean_absolute_error: 79.4059 - val_loss: 21323.1041 - val_mean_absolute_error: 127.0789 Epoch 3665/5000 148/148 [==============================] - 0s 74us/step - loss: 9825.6105 - mean_absolute_error: 79.3660 - val_loss: 21309.8332 - val_mean_absolute_error: 127.0354 Epoch 3666/5000 148/148 [==============================] - 0s 68us/step - loss: 9820.1317 - mean_absolute_error: 79.3340 - val_loss: 21296.7770 - val_mean_absolute_error: 126.9922 Epoch 3667/5000 148/148 [==============================] - 0s 81us/step - loss: 9814.4196 - mean_absolute_error: 79.3052 - val_loss: 21283.5625 - val_mean_absolute_error: 126.9511 Epoch 3668/5000 148/148 [==============================] - 0s 68us/step - loss: 9807.6619 - mean_absolute_error: 79.2562 - val_loss: 21273.6123 - val_mean_absolute_error: 126.9189 Epoch 3669/5000 148/148 [==============================] - 0s 81us/step - loss: 9800.7020 - mean_absolute_error: 79.1939 - val_loss: 21263.7338 - val_mean_absolute_error: 126.8866 Epoch 3670/5000 148/148 [==============================] - 0s 68us/step - loss: 9797.9528 - mean_absolute_error: 79.1400 - val_loss: 21253.3638 - val_mean_absolute_error: 126.8525 Epoch 3671/5000 148/148 [==============================] - 0s 68us/step - loss: 9788.2948 - mean_absolute_error: 79.0656 - val_loss: 21240.6946 - val_mean_absolute_error: 126.8118 Epoch 3672/5000 148/148 [==============================] - 0s 68us/step - loss: 9780.8928 - mean_absolute_error: 79.0095 - val_loss: 21228.5462 - val_mean_absolute_error: 126.7727 Epoch 3673/5000 148/148 [==============================] - 0s 81us/step - loss: 9778.4546 - mean_absolute_error: 78.9646 - val_loss: 21218.1850 - val_mean_absolute_error: 126.7391 Epoch 3674/5000 148/148 [==============================] - 0s 81us/step - loss: 9771.5161 - mean_absolute_error: 78.9131 - val_loss: 21207.2086 - val_mean_absolute_error: 126.7030 Epoch 3675/5000 148/148 [==============================] - 0s 101us/step - loss: 9765.7702 - mean_absolute_error: 78.8792 - val_loss: 21193.8845 - val_mean_absolute_error: 126.6598 Epoch 3676/5000 148/148 [==============================] - 0s 81us/step - loss: 9759.5708 - mean_absolute_error: 78.8439 - val_loss: 21180.0903 - val_mean_absolute_error: 126.6126 Epoch 3677/5000 148/148 [==============================] - 0s 74us/step - loss: 9753.5015 - mean_absolute_error: 78.8050 - val_loss: 21166.7250 - val_mean_absolute_error: 126.5675 Epoch 3678/5000 148/148 [==============================] - 0s 88us/step - loss: 9747.8595 - mean_absolute_error: 78.7639 - val_loss: 21154.6065 - val_mean_absolute_error: 126.5262 Epoch 3679/5000 148/148 [==============================] - 0s 81us/step - loss: 9742.1162 - mean_absolute_error: 78.7220 - val_loss: 21144.9388 - val_mean_absolute_error: 126.4920 Epoch 3680/5000 148/148 [==============================] - 0s 81us/step - loss: 9737.3861 - mean_absolute_error: 78.6809 - val_loss: 21136.4401 - val_mean_absolute_error: 126.4608 Epoch 3681/5000 148/148 [==============================] - 0s 68us/step - loss: 9730.4079 - mean_absolute_error: 78.6357 - val_loss: 21125.5714 - val_mean_absolute_error: 126.4237 Epoch 3682/5000 148/148 [==============================] - 0s 74us/step - loss: 9724.8777 - mean_absolute_error: 78.5935 - val_loss: 21113.8037 - val_mean_absolute_error: 126.3838 Epoch 3683/5000 148/148 [==============================] - 0s 88us/step - loss: 9720.9088 - mean_absolute_error: 78.5497 - val_loss: 21101.2775 - val_mean_absolute_error: 126.3415 Epoch 3684/5000 148/148 [==============================] - 0s 81us/step - loss: 9714.1581 - mean_absolute_error: 78.5386 - val_loss: 21085.6442 - val_mean_absolute_error: 126.2910 Epoch 3685/5000 148/148 [==============================] - 0s 68us/step - loss: 9707.9169 - mean_absolute_error: 78.5427 - val_loss: 21071.6855 - val_mean_absolute_error: 126.2471 Epoch 3686/5000 148/148 [==============================] - 0s 88us/step - loss: 9703.9543 - mean_absolute_error: 78.5394 - val_loss: 21058.4439 - val_mean_absolute_error: 126.2043 Epoch 3687/5000 148/148 [==============================] - 0s 68us/step - loss: 9699.2807 - mean_absolute_error: 78.5257 - val_loss: 21043.8583 - val_mean_absolute_error: 126.1558 Epoch 3688/5000 148/148 [==============================] - 0s 74us/step - loss: 9695.0731 - mean_absolute_error: 78.5170 - val_loss: 21028.9442 - val_mean_absolute_error: 126.1057 Epoch 3689/5000 148/148 [==============================] - 0s 88us/step - loss: 9688.3020 - mean_absolute_error: 78.4909 - val_loss: 21015.3091 - val_mean_absolute_error: 126.0600 Epoch 3690/5000 148/148 [==============================] - 0s 68us/step - loss: 9682.9250 - mean_absolute_error: 78.4603 - val_loss: 21002.8080 - val_mean_absolute_error: 126.0191 Epoch 3691/5000 148/148 [==============================] - 0s 74us/step - loss: 9678.1452 - mean_absolute_error: 78.4311 - val_loss: 20990.1134 - val_mean_absolute_error: 125.9777 Epoch 3692/5000 148/148 [==============================] - 0s 68us/step - loss: 9672.4019 - mean_absolute_error: 78.3942 - val_loss: 20977.0542 - val_mean_absolute_error: 125.9343 Epoch 3693/5000 148/148 [==============================] - 0s 74us/step - loss: 9666.6138 - mean_absolute_error: 78.3577 - val_loss: 20966.0854 - val_mean_absolute_error: 125.8969 Epoch 3694/5000 148/148 [==============================] - 0s 68us/step - loss: 9661.1867 - mean_absolute_error: 78.3227 - val_loss: 20954.8643 - val_mean_absolute_error: 125.8575 Epoch 3695/5000 148/148 [==============================] - 0s 74us/step - loss: 9655.9780 - mean_absolute_error: 78.2885 - val_loss: 20942.5334 - val_mean_absolute_error: 125.8143 Epoch 3696/5000 148/148 [==============================] - 0s 81us/step - loss: 9650.5519 - mean_absolute_error: 78.2526 - val_loss: 20929.3695 - val_mean_absolute_error: 125.7687 Epoch 3697/5000 148/148 [==============================] - 0s 74us/step - loss: 9644.5604 - mean_absolute_error: 78.2099 - val_loss: 20916.4320 - val_mean_absolute_error: 125.7258 Epoch 3698/5000 148/148 [==============================] - 0s 74us/step - loss: 9638.6440 - mean_absolute_error: 78.1658 - val_loss: 20906.1011 - val_mean_absolute_error: 125.6911 Epoch 3699/5000 148/148 [==============================] - 0s 74us/step - loss: 9633.8994 - mean_absolute_error: 78.1251 - val_loss: 20895.8672 - val_mean_absolute_error: 125.6564 Epoch 3700/5000 148/148 [==============================] - 0s 68us/step - loss: 9628.2586 - mean_absolute_error: 78.0833 - val_loss: 20884.2453 - val_mean_absolute_error: 125.6175 Epoch 3701/5000 148/148 [==============================] - 0s 68us/step - loss: 9623.5072 - mean_absolute_error: 78.0429 - val_loss: 20871.5530 - val_mean_absolute_error: 125.5753 Epoch 3702/5000 148/148 [==============================] - 0s 74us/step - loss: 9617.2091 - mean_absolute_error: 78.0043 - val_loss: 20857.8800 - val_mean_absolute_error: 125.5311 Epoch 3703/5000 148/148 [==============================] - 0s 61us/step - loss: 9612.9951 - mean_absolute_error: 77.9738 - val_loss: 20843.5162 - val_mean_absolute_error: 125.4843 Epoch 3704/5000 148/148 [==============================] - 0s 74us/step - loss: 9603.4393 - mean_absolute_error: 77.9628 - val_loss: 20825.9189 - val_mean_absolute_error: 125.4271 Epoch 3705/5000 148/148 [==============================] - 0s 74us/step - loss: 9602.7706 - mean_absolute_error: 77.9876 - val_loss: 20809.7240 - val_mean_absolute_error: 125.3731 Epoch 3706/5000 148/148 [==============================] - 0s 74us/step - loss: 9596.6526 - mean_absolute_error: 77.9811 - val_loss: 20796.4062 - val_mean_absolute_error: 125.3285 Epoch 3707/5000 148/148 [==============================] - 0s 68us/step - loss: 9591.2892 - mean_absolute_error: 77.9650 - val_loss: 20782.9119 - val_mean_absolute_error: 125.2818 Epoch 3708/5000 148/148 [==============================] - 0s 81us/step - loss: 9585.7946 - mean_absolute_error: 77.9386 - val_loss: 20768.5990 - val_mean_absolute_error: 125.2313 Epoch 3709/5000 148/148 [==============================] - 0s 68us/step - loss: 9580.0288 - mean_absolute_error: 77.9080 - val_loss: 20754.3054 - val_mean_absolute_error: 125.1824 Epoch 3710/5000 148/148 [==============================] - 0s 95us/step - loss: 9575.1973 - mean_absolute_error: 77.8650 - val_loss: 20742.5128 - val_mean_absolute_error: 125.1402 Epoch 3711/5000 148/148 [==============================] - 0s 101us/step - loss: 9569.5748 - mean_absolute_error: 77.8194 - val_loss: 20731.5034 - val_mean_absolute_error: 125.1023 Epoch 3712/5000 148/148 [==============================] - 0s 68us/step - loss: 9563.8866 - mean_absolute_error: 77.7744 - val_loss: 20722.1265 - val_mean_absolute_error: 125.0710 Epoch 3713/5000 148/148 [==============================] - 0s 81us/step - loss: 9557.5936 - mean_absolute_error: 77.7330 - val_loss: 20711.7047 - val_mean_absolute_error: 125.0353 Epoch 3714/5000 148/148 [==============================] - 0s 81us/step - loss: 9553.3938 - mean_absolute_error: 77.6912 - val_loss: 20701.6227 - val_mean_absolute_error: 125.0021 Epoch 3715/5000 148/148 [==============================] - 0s 74us/step - loss: 9546.7778 - mean_absolute_error: 77.6393 - val_loss: 20692.3409 - val_mean_absolute_error: 124.9738 Epoch 3716/5000 148/148 [==============================] - 0s 74us/step - loss: 9543.4672 - mean_absolute_error: 77.6083 - val_loss: 20683.0382 - val_mean_absolute_error: 124.9440 Epoch 3717/5000 148/148 [==============================] - 0s 88us/step - loss: 9538.4568 - mean_absolute_error: 77.5725 - val_loss: 20675.2484 - val_mean_absolute_error: 124.9187 Epoch 3718/5000 148/148 [==============================] - 0s 81us/step - loss: 9533.5233 - mean_absolute_error: 77.5385 - val_loss: 20666.7728 - val_mean_absolute_error: 124.8888 Epoch 3719/5000 148/148 [==============================] - 0s 88us/step - loss: 9529.4547 - mean_absolute_error: 77.5080 - val_loss: 20656.1360 - val_mean_absolute_error: 124.8520 Epoch 3720/5000 148/148 [==============================] - 0s 95us/step - loss: 9525.0475 - mean_absolute_error: 77.4707 - val_loss: 20645.7161 - val_mean_absolute_error: 124.8141 Epoch 3721/5000 148/148 [==============================] - 0s 101us/step - loss: 9519.7768 - mean_absolute_error: 77.4390 - val_loss: 20636.3730 - val_mean_absolute_error: 124.7807 Epoch 3722/5000 148/148 [==============================] - 0s 81us/step - loss: 9515.6674 - mean_absolute_error: 77.4086 - val_loss: 20626.6998 - val_mean_absolute_error: 124.7474 Epoch 3723/5000 148/148 [==============================] - 0s 74us/step - loss: 9511.0267 - mean_absolute_error: 77.3793 - val_loss: 20617.1277 - val_mean_absolute_error: 124.7165 Epoch 3724/5000 148/148 [==============================] - 0s 74us/step - loss: 9506.3704 - mean_absolute_error: 77.3486 - val_loss: 20607.9580 - val_mean_absolute_error: 124.6870 Epoch 3725/5000 148/148 [==============================] - 0s 74us/step - loss: 9501.6297 - mean_absolute_error: 77.3321 - val_loss: 20599.1389 - val_mean_absolute_error: 124.6603 Epoch 3726/5000 148/148 [==============================] - 0s 81us/step - loss: 9497.1227 - mean_absolute_error: 77.3107 - val_loss: 20588.4519 - val_mean_absolute_error: 124.6259 Epoch 3727/5000 148/148 [==============================] - 0s 81us/step - loss: 9492.4161 - mean_absolute_error: 77.2795 - val_loss: 20577.3140 - val_mean_absolute_error: 124.5883 Epoch 3728/5000 148/148 [==============================] - 0s 74us/step - loss: 9487.5173 - mean_absolute_error: 77.2434 - val_loss: 20566.7658 - val_mean_absolute_error: 124.5534 Epoch 3729/5000 148/148 [==============================] - 0s 74us/step - loss: 9481.9548 - mean_absolute_error: 77.2091 - val_loss: 20558.3856 - val_mean_absolute_error: 124.5245 Epoch 3730/5000 148/148 [==============================] - 0s 95us/step - loss: 9477.0740 - mean_absolute_error: 77.1705 - val_loss: 20549.6797 - val_mean_absolute_error: 124.4962 Epoch 3731/5000 148/148 [==============================] - 0s 88us/step - loss: 9473.0410 - mean_absolute_error: 77.1268 - val_loss: 20541.7970 - val_mean_absolute_error: 124.4702 Epoch 3732/5000 148/148 [==============================] - 0s 68us/step - loss: 9467.3086 - mean_absolute_error: 77.0851 - val_loss: 20532.6345 - val_mean_absolute_error: 124.4389 Epoch 3733/5000 148/148 [==============================] - 0s 81us/step - loss: 9466.5261 - mean_absolute_error: 77.0451 - val_loss: 20523.1442 - val_mean_absolute_error: 124.4054 Epoch 3734/5000 148/148 [==============================] - 0s 88us/step - loss: 9461.2043 - mean_absolute_error: 77.0003 - val_loss: 20512.3301 - val_mean_absolute_error: 124.3681 Epoch 3735/5000 148/148 [==============================] - 0s 74us/step - loss: 9455.0706 - mean_absolute_error: 76.9595 - val_loss: 20500.8462 - val_mean_absolute_error: 124.3301 Epoch 3736/5000 148/148 [==============================] - 0s 81us/step - loss: 9449.9175 - mean_absolute_error: 76.9338 - val_loss: 20489.0105 - val_mean_absolute_error: 124.2907 Epoch 3737/5000 148/148 [==============================] - 0s 74us/step - loss: 9444.3027 - mean_absolute_error: 76.9039 - val_loss: 20478.3352 - val_mean_absolute_error: 124.2541 Epoch 3738/5000 148/148 [==============================] - 0s 74us/step - loss: 9440.2670 - mean_absolute_error: 76.8768 - val_loss: 20468.3399 - val_mean_absolute_error: 124.2202 Epoch 3739/5000 148/148 [==============================] - 0s 95us/step - loss: 9435.9600 - mean_absolute_error: 76.8513 - val_loss: 20457.2388 - val_mean_absolute_error: 124.1837 Epoch 3740/5000 148/148 [==============================] - 0s 74us/step - loss: 9431.8341 - mean_absolute_error: 76.8463 - val_loss: 20446.8979 - val_mean_absolute_error: 124.1468 Epoch 3741/5000 148/148 [==============================] - 0s 68us/step - loss: 9426.5254 - mean_absolute_error: 76.8565 - val_loss: 20436.1551 - val_mean_absolute_error: 124.1094 Epoch 3742/5000 148/148 [==============================] - 0s 68us/step - loss: 9419.1347 - mean_absolute_error: 76.8372 - val_loss: 20426.0258 - val_mean_absolute_error: 124.0737 Epoch 3743/5000 148/148 [==============================] - 0s 81us/step - loss: 9411.1879 - mean_absolute_error: 76.8256 - val_loss: 20413.2845 - val_mean_absolute_error: 124.0297 Epoch 3744/5000 148/148 [==============================] - 0s 74us/step - loss: 9408.8453 - mean_absolute_error: 76.8373 - val_loss: 20399.9127 - val_mean_absolute_error: 123.9845 Epoch 3745/5000 148/148 [==============================] - 0s 88us/step - loss: 9402.8880 - mean_absolute_error: 76.8287 - val_loss: 20388.7427 - val_mean_absolute_error: 123.9487 Epoch 3746/5000 148/148 [==============================] - 0s 61us/step - loss: 9397.8259 - mean_absolute_error: 76.8134 - val_loss: 20378.2213 - val_mean_absolute_error: 123.9135 Epoch 3747/5000 148/148 [==============================] - 0s 74us/step - loss: 9393.1670 - mean_absolute_error: 76.7930 - val_loss: 20367.0258 - val_mean_absolute_error: 123.8765 Epoch 3748/5000 148/148 [==============================] - 0s 68us/step - loss: 9387.9005 - mean_absolute_error: 76.7715 - val_loss: 20355.0607 - val_mean_absolute_error: 123.8380 Epoch 3749/5000 148/148 [==============================] - 0s 81us/step - loss: 9383.6177 - mean_absolute_error: 76.7426 - val_loss: 20342.8322 - val_mean_absolute_error: 123.7971 Epoch 3750/5000 148/148 [==============================] - 0s 101us/step - loss: 9377.2509 - mean_absolute_error: 76.7036 - val_loss: 20330.8646 - val_mean_absolute_error: 123.7569 Epoch 3751/5000 148/148 [==============================] - 0s 88us/step - loss: 9371.8642 - mean_absolute_error: 76.6728 - val_loss: 20318.8109 - val_mean_absolute_error: 123.7152 Epoch 3752/5000 148/148 [==============================] - 0s 88us/step - loss: 9366.2400 - mean_absolute_error: 76.6364 - val_loss: 20307.6524 - val_mean_absolute_error: 123.6758 Epoch 3753/5000 148/148 [==============================] - 0s 88us/step - loss: 9361.0693 - mean_absolute_error: 76.5949 - val_loss: 20296.2716 - val_mean_absolute_error: 123.6366 Epoch 3754/5000 148/148 [==============================] - 0s 88us/step - loss: 9356.0527 - mean_absolute_error: 76.5631 - val_loss: 20285.2010 - val_mean_absolute_error: 123.5986 Epoch 3755/5000 148/148 [==============================] - 0s 74us/step - loss: 9351.1231 - mean_absolute_error: 76.5288 - val_loss: 20273.7391 - val_mean_absolute_error: 123.5598 Epoch 3756/5000 148/148 [==============================] - 0s 88us/step - loss: 9347.3611 - mean_absolute_error: 76.4951 - val_loss: 20262.7963 - val_mean_absolute_error: 123.5222 Epoch 3757/5000 148/148 [==============================] - 0s 81us/step - loss: 9340.2905 - mean_absolute_error: 76.4490 - val_loss: 20251.8062 - val_mean_absolute_error: 123.4851 Epoch 3758/5000 148/148 [==============================] - 0s 108us/step - loss: 9335.5809 - mean_absolute_error: 76.4216 - val_loss: 20240.6066 - val_mean_absolute_error: 123.4479 Epoch 3759/5000 148/148 [==============================] - 0s 74us/step - loss: 9331.0200 - mean_absolute_error: 76.3913 - val_loss: 20228.5412 - val_mean_absolute_error: 123.4071 Epoch 3760/5000 148/148 [==============================] - 0s 81us/step - loss: 9325.0791 - mean_absolute_error: 76.3598 - val_loss: 20216.3091 - val_mean_absolute_error: 123.3661 Epoch 3761/5000 148/148 [==============================] - 0s 81us/step - loss: 9322.1673 - mean_absolute_error: 76.3557 - val_loss: 20204.1929 - val_mean_absolute_error: 123.3275 Epoch 3762/5000 148/148 [==============================] - 0s 81us/step - loss: 9313.6235 - mean_absolute_error: 76.3504 - val_loss: 20191.2445 - val_mean_absolute_error: 123.2915 Epoch 3763/5000 148/148 [==============================] - 0s 88us/step - loss: 9309.6628 - mean_absolute_error: 76.3377 - val_loss: 20180.1204 - val_mean_absolute_error: 123.2580 Epoch 3764/5000 148/148 [==============================] - 0s 68us/step - loss: 9305.3909 - mean_absolute_error: 76.3167 - val_loss: 20169.0479 - val_mean_absolute_error: 123.2239 Epoch 3765/5000 148/148 [==============================] - 0s 61us/step - loss: 9301.0035 - mean_absolute_error: 76.2955 - val_loss: 20156.6361 - val_mean_absolute_error: 123.1846 Epoch 3766/5000 148/148 [==============================] - 0s 68us/step - loss: 9297.0153 - mean_absolute_error: 76.2727 - val_loss: 20143.6608 - val_mean_absolute_error: 123.1436 Epoch 3767/5000 148/148 [==============================] - 0s 74us/step - loss: 9297.0479 - mean_absolute_error: 76.2815 - val_loss: 20127.9512 - val_mean_absolute_error: 123.0936 Epoch 3768/5000 148/148 [==============================] - 0s 68us/step - loss: 9287.9236 - mean_absolute_error: 76.2967 - val_loss: 20114.5599 - val_mean_absolute_error: 123.0496 Epoch 3769/5000 148/148 [==============================] - 0s 68us/step - loss: 9283.8067 - mean_absolute_error: 76.3030 - val_loss: 20102.4859 - val_mean_absolute_error: 123.0086 Epoch 3770/5000 148/148 [==============================] - 0s 68us/step - loss: 9278.8919 - mean_absolute_error: 76.2959 - val_loss: 20091.3858 - val_mean_absolute_error: 122.9704 Epoch 3771/5000 148/148 [==============================] - 0s 68us/step - loss: 9274.1806 - mean_absolute_error: 76.2697 - val_loss: 20080.8362 - val_mean_absolute_error: 122.9335 Epoch 3772/5000 148/148 [==============================] - 0s 68us/step - loss: 9269.8055 - mean_absolute_error: 76.2349 - val_loss: 20069.2180 - val_mean_absolute_error: 122.8922 Epoch 3773/5000 148/148 [==============================] - 0s 74us/step - loss: 9264.5744 - mean_absolute_error: 76.1957 - val_loss: 20058.0741 - val_mean_absolute_error: 122.8536 Epoch 3774/5000 148/148 [==============================] - 0s 68us/step - loss: 9260.6088 - mean_absolute_error: 76.1647 - val_loss: 20049.2804 - val_mean_absolute_error: 122.8247 Epoch 3775/5000 148/148 [==============================] - 0s 61us/step - loss: 9255.4984 - mean_absolute_error: 76.1345 - val_loss: 20040.7471 - val_mean_absolute_error: 122.7954 Epoch 3776/5000 148/148 [==============================] - 0s 74us/step - loss: 9250.6887 - mean_absolute_error: 76.1108 - val_loss: 20032.4366 - val_mean_absolute_error: 122.7659 Epoch 3777/5000 148/148 [==============================] - 0s 68us/step - loss: 9246.5006 - mean_absolute_error: 76.0949 - val_loss: 20022.1604 - val_mean_absolute_error: 122.7297 Epoch 3778/5000 148/148 [==============================] - 0s 68us/step - loss: 9242.7103 - mean_absolute_error: 76.0759 - val_loss: 20012.6513 - val_mean_absolute_error: 122.6974 Epoch 3779/5000 148/148 [==============================] - 0s 68us/step - loss: 9238.5341 - mean_absolute_error: 76.0436 - val_loss: 20003.7578 - val_mean_absolute_error: 122.6682 Epoch 3780/5000 148/148 [==============================] - 0s 74us/step - loss: 9233.8851 - mean_absolute_error: 76.0028 - val_loss: 19995.8709 - val_mean_absolute_error: 122.6415 Epoch 3781/5000 148/148 [==============================] - 0s 68us/step - loss: 9229.4546 - mean_absolute_error: 75.9707 - val_loss: 19988.1132 - val_mean_absolute_error: 122.6158 Epoch 3782/5000 148/148 [==============================] - 0s 74us/step - loss: 9225.3634 - mean_absolute_error: 75.9396 - val_loss: 19979.4477 - val_mean_absolute_error: 122.5859 Epoch 3783/5000 148/148 [==============================] - 0s 74us/step - loss: 9221.2221 - mean_absolute_error: 75.9068 - val_loss: 19969.4762 - val_mean_absolute_error: 122.5518 Epoch 3784/5000 148/148 [==============================] - 0s 68us/step - loss: 9217.4929 - mean_absolute_error: 75.8889 - val_loss: 19958.6280 - val_mean_absolute_error: 122.5169 Epoch 3785/5000 148/148 [==============================] - 0s 81us/step - loss: 9212.1421 - mean_absolute_error: 75.8626 - val_loss: 19951.2082 - val_mean_absolute_error: 122.4920 Epoch 3786/5000 148/148 [==============================] - 0s 95us/step - loss: 9211.2369 - mean_absolute_error: 75.8381 - val_loss: 19945.6721 - val_mean_absolute_error: 122.4679 Epoch 3787/5000 148/148 [==============================] - 0s 74us/step - loss: 9204.3278 - mean_absolute_error: 75.7841 - val_loss: 19938.2648 - val_mean_absolute_error: 122.4387 Epoch 3788/5000 148/148 [==============================] - 0s 74us/step - loss: 9198.7757 - mean_absolute_error: 75.7508 - val_loss: 19928.7248 - val_mean_absolute_error: 122.4046 Epoch 3789/5000 148/148 [==============================] - 0s 81us/step - loss: 9194.2340 - mean_absolute_error: 75.7206 - val_loss: 19918.6484 - val_mean_absolute_error: 122.3690 Epoch 3790/5000 148/148 [==============================] - 0s 74us/step - loss: 9189.5979 - mean_absolute_error: 75.6934 - val_loss: 19908.0148 - val_mean_absolute_error: 122.3320 Epoch 3791/5000 148/148 [==============================] - 0s 74us/step - loss: 9184.1103 - mean_absolute_error: 75.6636 - val_loss: 19896.9705 - val_mean_absolute_error: 122.2927 Epoch 3792/5000 148/148 [==============================] - 0s 88us/step - loss: 9180.7813 - mean_absolute_error: 75.6355 - val_loss: 19886.2128 - val_mean_absolute_error: 122.2538 Epoch 3793/5000 148/148 [==============================] - 0s 88us/step - loss: 9177.5691 - mean_absolute_error: 75.6270 - val_loss: 19876.1387 - val_mean_absolute_error: 122.2154 Epoch 3794/5000 148/148 [==============================] - 0s 81us/step - loss: 9170.2365 - mean_absolute_error: 75.6123 - val_loss: 19866.7969 - val_mean_absolute_error: 122.1809 Epoch 3795/5000 148/148 [==============================] - 0s 74us/step - loss: 9165.5374 - mean_absolute_error: 75.5931 - val_loss: 19857.5120 - val_mean_absolute_error: 122.1484 Epoch 3796/5000 148/148 [==============================] - 0s 81us/step - loss: 9161.4281 - mean_absolute_error: 75.5708 - val_loss: 19847.4262 - val_mean_absolute_error: 122.1142 Epoch 3797/5000 148/148 [==============================] - 0s 88us/step - loss: 9156.4983 - mean_absolute_error: 75.5402 - val_loss: 19836.4583 - val_mean_absolute_error: 122.0772 Epoch 3798/5000 148/148 [==============================] - 0s 68us/step - loss: 9151.4522 - mean_absolute_error: 75.5101 - val_loss: 19823.9024 - val_mean_absolute_error: 122.0393 Epoch 3799/5000 148/148 [==============================] - 0s 88us/step - loss: 9146.7502 - mean_absolute_error: 75.4804 - val_loss: 19812.5338 - val_mean_absolute_error: 122.0021 Epoch 3800/5000 148/148 [==============================] - 0s 74us/step - loss: 9142.3758 - mean_absolute_error: 75.4474 - val_loss: 19802.0647 - val_mean_absolute_error: 121.9666 Epoch 3801/5000 148/148 [==============================] - 0s 81us/step - loss: 9138.0390 - mean_absolute_error: 75.4132 - val_loss: 19789.9942 - val_mean_absolute_error: 121.9289 Epoch 3802/5000 148/148 [==============================] - 0s 74us/step - loss: 9132.4633 - mean_absolute_error: 75.3763 - val_loss: 19777.8973 - val_mean_absolute_error: 121.8884 Epoch 3803/5000 148/148 [==============================] - 0s 88us/step - loss: 9127.4674 - mean_absolute_error: 75.3451 - val_loss: 19766.5877 - val_mean_absolute_error: 121.8488 Epoch 3804/5000 148/148 [==============================] - 0s 95us/step - loss: 9122.5612 - mean_absolute_error: 75.3109 - val_loss: 19757.3575 - val_mean_absolute_error: 121.8150 Epoch 3805/5000 148/148 [==============================] - 0s 74us/step - loss: 9118.0050 - mean_absolute_error: 75.2661 - val_loss: 19747.0787 - val_mean_absolute_error: 121.7767 Epoch 3806/5000 148/148 [==============================] - 0s 95us/step - loss: 9113.2264 - mean_absolute_error: 75.2259 - val_loss: 19736.4966 - val_mean_absolute_error: 121.7372 Epoch 3807/5000 148/148 [==============================] - 0s 81us/step - loss: 9107.8754 - mean_absolute_error: 75.1855 - val_loss: 19728.2839 - val_mean_absolute_error: 121.7044 Epoch 3808/5000 148/148 [==============================] - 0s 74us/step - loss: 9105.0272 - mean_absolute_error: 75.1331 - val_loss: 19721.4183 - val_mean_absolute_error: 121.6760 Epoch 3809/5000 148/148 [==============================] - 0s 88us/step - loss: 9097.8466 - mean_absolute_error: 75.0817 - val_loss: 19713.1330 - val_mean_absolute_error: 121.6445 Epoch 3810/5000 148/148 [==============================] - 0s 81us/step - loss: 9097.0383 - mean_absolute_error: 75.0488 - val_loss: 19705.0256 - val_mean_absolute_error: 121.6152 Epoch 3811/5000 148/148 [==============================] - 0s 74us/step - loss: 9092.2034 - mean_absolute_error: 75.0110 - val_loss: 19694.8235 - val_mean_absolute_error: 121.5840 Epoch 3812/5000 148/148 [==============================] - 0s 74us/step - loss: 9088.2721 - mean_absolute_error: 74.9811 - val_loss: 19686.1487 - val_mean_absolute_error: 121.5556 Epoch 3813/5000 148/148 [==============================] - 0s 81us/step - loss: 9084.8263 - mean_absolute_error: 74.9504 - val_loss: 19678.4880 - val_mean_absolute_error: 121.5306 Epoch 3814/5000 148/148 [==============================] - 0s 81us/step - loss: 9082.0808 - mean_absolute_error: 74.9238 - val_loss: 19668.3566 - val_mean_absolute_error: 121.4967 Epoch 3815/5000 148/148 [==============================] - 0s 95us/step - loss: 9076.3866 - mean_absolute_error: 74.8921 - val_loss: 19657.7237 - val_mean_absolute_error: 121.4593 Epoch 3816/5000 148/148 [==============================] - 0s 68us/step - loss: 9072.4257 - mean_absolute_error: 74.8676 - val_loss: 19647.8146 - val_mean_absolute_error: 121.4240 Epoch 3817/5000 148/148 [==============================] - 0s 81us/step - loss: 9068.2498 - mean_absolute_error: 74.8378 - val_loss: 19637.1610 - val_mean_absolute_error: 121.3845 Epoch 3818/5000 148/148 [==============================] - 0s 81us/step - loss: 9063.8366 - mean_absolute_error: 74.8032 - val_loss: 19625.8794 - val_mean_absolute_error: 121.3433 Epoch 3819/5000 148/148 [==============================] - 0s 68us/step - loss: 9059.3260 - mean_absolute_error: 74.7962 - val_loss: 19610.9937 - val_mean_absolute_error: 121.2915 Epoch 3820/5000 148/148 [==============================] - 0s 74us/step - loss: 9052.7454 - mean_absolute_error: 74.8118 - val_loss: 19597.8621 - val_mean_absolute_error: 121.2444 Epoch 3821/5000 148/148 [==============================] - 0s 74us/step - loss: 9047.7642 - mean_absolute_error: 74.8123 - val_loss: 19586.0115 - val_mean_absolute_error: 121.2015 Epoch 3822/5000 148/148 [==============================] - 0s 74us/step - loss: 9042.4707 - mean_absolute_error: 74.7910 - val_loss: 19575.2172 - val_mean_absolute_error: 121.1622 Epoch 3823/5000 148/148 [==============================] - 0s 81us/step - loss: 9038.5468 - mean_absolute_error: 74.7706 - val_loss: 19566.4405 - val_mean_absolute_error: 121.1314 Epoch 3824/5000 148/148 [==============================] - 0s 68us/step - loss: 9034.5891 - mean_absolute_error: 74.7427 - val_loss: 19560.5402 - val_mean_absolute_error: 121.1115 Epoch 3825/5000 148/148 [==============================] - 0s 81us/step - loss: 9030.9667 - mean_absolute_error: 74.7180 - val_loss: 19553.1190 - val_mean_absolute_error: 121.0856 Epoch 3826/5000 148/148 [==============================] - 0s 101us/step - loss: 9028.9415 - mean_absolute_error: 74.6993 - val_loss: 19545.3556 - val_mean_absolute_error: 121.0592 Epoch 3827/5000 148/148 [==============================] - 0s 74us/step - loss: 9022.4226 - mean_absolute_error: 74.7231 - val_loss: 19531.8651 - val_mean_absolute_error: 121.0137 Epoch 3828/5000 148/148 [==============================] - 0s 68us/step - loss: 9019.6200 - mean_absolute_error: 74.7791 - val_loss: 19520.4310 - val_mean_absolute_error: 120.9724 Epoch 3829/5000 148/148 [==============================] - 0s 81us/step - loss: 9017.0599 - mean_absolute_error: 74.7871 - val_loss: 19512.8323 - val_mean_absolute_error: 120.9435 Epoch 3830/5000 148/148 [==============================] - 0s 68us/step - loss: 9012.1410 - mean_absolute_error: 74.7725 - val_loss: 19505.6688 - val_mean_absolute_error: 120.9148 Epoch 3831/5000 148/148 [==============================] - 0s 88us/step - loss: 9007.7752 - mean_absolute_error: 74.7487 - val_loss: 19497.9148 - val_mean_absolute_error: 120.8859 Epoch 3832/5000 148/148 [==============================] - 0s 81us/step - loss: 9003.5985 - mean_absolute_error: 74.7208 - val_loss: 19487.9903 - val_mean_absolute_error: 120.8540 Epoch 3833/5000 148/148 [==============================] - 0s 68us/step - loss: 8999.6689 - mean_absolute_error: 74.6925 - val_loss: 19478.3295 - val_mean_absolute_error: 120.8210 Epoch 3834/5000 148/148 [==============================] - 0s 74us/step - loss: 8995.6432 - mean_absolute_error: 74.6660 - val_loss: 19468.0377 - val_mean_absolute_error: 120.7861 Epoch 3835/5000 148/148 [==============================] - 0s 81us/step - loss: 8990.9364 - mean_absolute_error: 74.6407 - val_loss: 19457.7458 - val_mean_absolute_error: 120.7547 Epoch 3836/5000 148/148 [==============================] - 0s 74us/step - loss: 8986.5685 - mean_absolute_error: 74.6153 - val_loss: 19448.9012 - val_mean_absolute_error: 120.7248 Epoch 3837/5000 148/148 [==============================] - 0s 81us/step - loss: 8983.5633 - mean_absolute_error: 74.5821 - val_loss: 19441.1807 - val_mean_absolute_error: 120.6969 Epoch 3838/5000 148/148 [==============================] - 0s 68us/step - loss: 8978.4234 - mean_absolute_error: 74.5440 - val_loss: 19431.8085 - val_mean_absolute_error: 120.6626 Epoch 3839/5000 148/148 [==============================] - 0s 68us/step - loss: 8973.9396 - mean_absolute_error: 74.5107 - val_loss: 19420.3548 - val_mean_absolute_error: 120.6221 Epoch 3840/5000 148/148 [==============================] - 0s 61us/step - loss: 8968.9058 - mean_absolute_error: 74.4784 - val_loss: 19408.0221 - val_mean_absolute_error: 120.5771 Epoch 3841/5000 148/148 [==============================] - 0s 88us/step - loss: 8964.0611 - mean_absolute_error: 74.4517 - val_loss: 19397.2757 - val_mean_absolute_error: 120.5373 Epoch 3842/5000 148/148 [==============================] - 0s 88us/step - loss: 8959.3356 - mean_absolute_error: 74.4211 - val_loss: 19385.7467 - val_mean_absolute_error: 120.4951 Epoch 3843/5000 148/148 [==============================] - 0s 68us/step - loss: 8955.6570 - mean_absolute_error: 74.3893 - val_loss: 19375.5102 - val_mean_absolute_error: 120.4575 Epoch 3844/5000 148/148 [==============================] - 0s 81us/step - loss: 8951.9279 - mean_absolute_error: 74.3552 - val_loss: 19366.1179 - val_mean_absolute_error: 120.4231 Epoch 3845/5000 148/148 [==============================] - 0s 68us/step - loss: 8945.9948 - mean_absolute_error: 74.3156 - val_loss: 19356.6892 - val_mean_absolute_error: 120.3888 Epoch 3846/5000 148/148 [==============================] - 0s 81us/step - loss: 8943.3920 - mean_absolute_error: 74.2838 - val_loss: 19349.7897 - val_mean_absolute_error: 120.3630 Epoch 3847/5000 148/148 [==============================] - 0s 74us/step - loss: 8938.2679 - mean_absolute_error: 74.2467 - val_loss: 19342.5206 - val_mean_absolute_error: 120.3363 Epoch 3848/5000 148/148 [==============================] - 0s 68us/step - loss: 8934.7884 - mean_absolute_error: 74.2217 - val_loss: 19334.9394 - val_mean_absolute_error: 120.3078 Epoch 3849/5000 148/148 [==============================] - 0s 74us/step - loss: 8931.5705 - mean_absolute_error: 74.1970 - val_loss: 19326.6456 - val_mean_absolute_error: 120.2767 Epoch 3850/5000 148/148 [==============================] - 0s 68us/step - loss: 8927.2241 - mean_absolute_error: 74.1700 - val_loss: 19318.7238 - val_mean_absolute_error: 120.2459 Epoch 3851/5000 148/148 [==============================] - 0s 68us/step - loss: 8923.7640 - mean_absolute_error: 74.1482 - val_loss: 19310.5950 - val_mean_absolute_error: 120.2138 Epoch 3852/5000 148/148 [==============================] - 0s 68us/step - loss: 8919.5697 - mean_absolute_error: 74.1217 - val_loss: 19301.7238 - val_mean_absolute_error: 120.1793 Epoch 3853/5000 148/148 [==============================] - 0s 81us/step - loss: 8916.4679 - mean_absolute_error: 74.1049 - val_loss: 19292.3777 - val_mean_absolute_error: 120.1446 Epoch 3854/5000 148/148 [==============================] - 0s 74us/step - loss: 8911.5255 - mean_absolute_error: 74.0754 - val_loss: 19282.6698 - val_mean_absolute_error: 120.1076 Epoch 3855/5000 148/148 [==============================] - 0s 68us/step - loss: 8907.6322 - mean_absolute_error: 74.0488 - val_loss: 19273.9292 - val_mean_absolute_error: 120.0766 Epoch 3856/5000 148/148 [==============================] - 0s 95us/step - loss: 8904.0963 - mean_absolute_error: 74.0191 - val_loss: 19265.3582 - val_mean_absolute_error: 120.0449 Epoch 3857/5000 148/148 [==============================] - 0s 81us/step - loss: 8897.9730 - mean_absolute_error: 73.9992 - val_loss: 19255.1188 - val_mean_absolute_error: 120.0061 Epoch 3858/5000 148/148 [==============================] - 0s 81us/step - loss: 8894.7291 - mean_absolute_error: 74.0031 - val_loss: 19244.6248 - val_mean_absolute_error: 119.9658 Epoch 3859/5000 148/148 [==============================] - 0s 74us/step - loss: 8891.5409 - mean_absolute_error: 73.9944 - val_loss: 19235.2309 - val_mean_absolute_error: 119.9292 Epoch 3860/5000 148/148 [==============================] - 0s 74us/step - loss: 8886.0162 - mean_absolute_error: 73.9681 - val_loss: 19228.1765 - val_mean_absolute_error: 119.9005 Epoch 3861/5000 148/148 [==============================] - 0s 74us/step - loss: 8882.8387 - mean_absolute_error: 73.9392 - val_loss: 19220.7761 - val_mean_absolute_error: 119.8730 Epoch 3862/5000 148/148 [==============================] - 0s 67us/step - loss: 8877.8044 - mean_absolute_error: 73.9104 - val_loss: 19211.7692 - val_mean_absolute_error: 119.8396 Epoch 3863/5000 148/148 [==============================] - 0s 74us/step - loss: 8873.7415 - mean_absolute_error: 73.8837 - val_loss: 19201.6718 - val_mean_absolute_error: 119.8018 Epoch 3864/5000 148/148 [==============================] - 0s 74us/step - loss: 8868.7842 - mean_absolute_error: 73.8558 - val_loss: 19191.6090 - val_mean_absolute_error: 119.7656 Epoch 3865/5000 148/148 [==============================] - 0s 81us/step - loss: 8864.4803 - mean_absolute_error: 73.8296 - val_loss: 19182.2679 - val_mean_absolute_error: 119.7318 Epoch 3866/5000 148/148 [==============================] - 0s 81us/step - loss: 8860.3225 - mean_absolute_error: 73.7999 - val_loss: 19173.5574 - val_mean_absolute_error: 119.6985 Epoch 3867/5000 148/148 [==============================] - 0s 68us/step - loss: 8857.4603 - mean_absolute_error: 73.7665 - val_loss: 19165.5987 - val_mean_absolute_error: 119.6660 Epoch 3868/5000 148/148 [==============================] - 0s 101us/step - loss: 8852.0187 - mean_absolute_error: 73.7168 - val_loss: 19158.1881 - val_mean_absolute_error: 119.6355 Epoch 3869/5000 148/148 [==============================] - 0s 74us/step - loss: 8848.6591 - mean_absolute_error: 73.6736 - val_loss: 19150.6416 - val_mean_absolute_error: 119.6053 Epoch 3870/5000 148/148 [==============================] - 0s 68us/step - loss: 8845.7576 - mean_absolute_error: 73.6407 - val_loss: 19143.7655 - val_mean_absolute_error: 119.5773 Epoch 3871/5000 148/148 [==============================] - 0s 68us/step - loss: 8841.3459 - mean_absolute_error: 73.6030 - val_loss: 19135.2109 - val_mean_absolute_error: 119.5509 Epoch 3872/5000 148/148 [==============================] - 0s 81us/step - loss: 8837.4120 - mean_absolute_error: 73.5766 - val_loss: 19124.9372 - val_mean_absolute_error: 119.5150 Epoch 3873/5000 148/148 [==============================] - 0s 74us/step - loss: 8833.3763 - mean_absolute_error: 73.5483 - val_loss: 19114.2992 - val_mean_absolute_error: 119.4764 Epoch 3874/5000 148/148 [==============================] - 0s 81us/step - loss: 8829.4464 - mean_absolute_error: 73.5180 - val_loss: 19104.0726 - val_mean_absolute_error: 119.4391 Epoch 3875/5000 148/148 [==============================] - 0s 74us/step - loss: 8824.3212 - mean_absolute_error: 73.5086 - val_loss: 19093.6207 - val_mean_absolute_error: 119.4016 Epoch 3876/5000 148/148 [==============================] - 0s 88us/step - loss: 8818.7159 - mean_absolute_error: 73.4904 - val_loss: 19081.8974 - val_mean_absolute_error: 119.3631 Epoch 3877/5000 148/148 [==============================] - 0s 81us/step - loss: 8815.4292 - mean_absolute_error: 73.4799 - val_loss: 19071.7933 - val_mean_absolute_error: 119.3283 Epoch 3878/5000 148/148 [==============================] - 0s 81us/step - loss: 8810.5219 - mean_absolute_error: 73.4584 - val_loss: 19063.0677 - val_mean_absolute_error: 119.2973 Epoch 3879/5000 148/148 [==============================] - 0s 81us/step - loss: 8806.8826 - mean_absolute_error: 73.4373 - val_loss: 19053.8473 - val_mean_absolute_error: 119.2635 Epoch 3880/5000 148/148 [==============================] - 0s 95us/step - loss: 8804.2083 - mean_absolute_error: 73.4399 - val_loss: 19044.1561 - val_mean_absolute_error: 119.2278 Epoch 3881/5000 148/148 [==============================] - 0s 74us/step - loss: 8797.7350 - mean_absolute_error: 73.4325 - val_loss: 19034.5020 - val_mean_absolute_error: 119.1916 Epoch 3882/5000 148/148 [==============================] - 0s 108us/step - loss: 8793.4632 - mean_absolute_error: 73.4205 - val_loss: 19023.4641 - val_mean_absolute_error: 119.1498 Epoch 3883/5000 148/148 [==============================] - 0s 81us/step - loss: 8789.6787 - mean_absolute_error: 73.4040 - val_loss: 19013.1413 - val_mean_absolute_error: 119.1104 Epoch 3884/5000 148/148 [==============================] - 0s 88us/step - loss: 8785.0699 - mean_absolute_error: 73.3808 - val_loss: 19002.6937 - val_mean_absolute_error: 119.0704 Epoch 3885/5000 148/148 [==============================] - 0s 81us/step - loss: 8780.9128 - mean_absolute_error: 73.3591 - val_loss: 18992.6670 - val_mean_absolute_error: 119.0325 Epoch 3886/5000 148/148 [==============================] - 0s 81us/step - loss: 8777.2122 - mean_absolute_error: 73.3453 - val_loss: 18983.0333 - val_mean_absolute_error: 118.9967 Epoch 3887/5000 148/148 [==============================] - 0s 68us/step - loss: 8772.2435 - mean_absolute_error: 73.3259 - val_loss: 18973.7455 - val_mean_absolute_error: 118.9606 Epoch 3888/5000 148/148 [==============================] - 0s 95us/step - loss: 8768.4312 - mean_absolute_error: 73.3066 - val_loss: 18965.9541 - val_mean_absolute_error: 118.9308 Epoch 3889/5000 148/148 [==============================] - 0s 81us/step - loss: 8764.5161 - mean_absolute_error: 73.2758 - val_loss: 18958.7077 - val_mean_absolute_error: 118.9015 Epoch 3890/5000 148/148 [==============================] - 0s 81us/step - loss: 8759.9275 - mean_absolute_error: 73.2351 - val_loss: 18951.9302 - val_mean_absolute_error: 118.8748 Epoch 3891/5000 148/148 [==============================] - 0s 81us/step - loss: 8756.5706 - mean_absolute_error: 73.1918 - val_loss: 18944.3160 - val_mean_absolute_error: 118.8457 Epoch 3892/5000 148/148 [==============================] - 0s 68us/step - loss: 8753.1829 - mean_absolute_error: 73.1571 - val_loss: 18934.3779 - val_mean_absolute_error: 118.8135 Epoch 3893/5000 148/148 [==============================] - 0s 81us/step - loss: 8748.7685 - mean_absolute_error: 73.1233 - val_loss: 18924.6010 - val_mean_absolute_error: 118.7813 Epoch 3894/5000 148/148 [==============================] - 0s 88us/step - loss: 8744.2237 - mean_absolute_error: 73.0914 - val_loss: 18914.5092 - val_mean_absolute_error: 118.7461 Epoch 3895/5000 148/148 [==============================] - 0s 74us/step - loss: 8740.0770 - mean_absolute_error: 73.0628 - val_loss: 18905.7272 - val_mean_absolute_error: 118.7157 Epoch 3896/5000 148/148 [==============================] - 0s 81us/step - loss: 8736.0492 - mean_absolute_error: 73.0385 - val_loss: 18896.6311 - val_mean_absolute_error: 118.6842 Epoch 3897/5000 148/148 [==============================] - 0s 68us/step - loss: 8731.9222 - mean_absolute_error: 73.0153 - val_loss: 18887.8516 - val_mean_absolute_error: 118.6524 Epoch 3898/5000 148/148 [==============================] - 0s 74us/step - loss: 8728.3631 - mean_absolute_error: 72.9879 - val_loss: 18878.1635 - val_mean_absolute_error: 118.6161 Epoch 3899/5000 148/148 [==============================] - 0s 68us/step - loss: 8724.3970 - mean_absolute_error: 72.9566 - val_loss: 18868.2931 - val_mean_absolute_error: 118.5778 Epoch 3900/5000 148/148 [==============================] - 0s 68us/step - loss: 8720.8460 - mean_absolute_error: 72.9221 - val_loss: 18859.8532 - val_mean_absolute_error: 118.5446 Epoch 3901/5000 148/148 [==============================] - 0s 74us/step - loss: 8715.9832 - mean_absolute_error: 72.8875 - val_loss: 18850.2009 - val_mean_absolute_error: 118.5104 Epoch 3902/5000 148/148 [==============================] - 0s 74us/step - loss: 8711.7119 - mean_absolute_error: 72.8584 - val_loss: 18840.8008 - val_mean_absolute_error: 118.4763 Epoch 3903/5000 148/148 [==============================] - 0s 74us/step - loss: 8707.5273 - mean_absolute_error: 72.8296 - val_loss: 18830.9495 - val_mean_absolute_error: 118.4395 Epoch 3904/5000 148/148 [==============================] - 0s 74us/step - loss: 8703.9853 - mean_absolute_error: 72.7962 - val_loss: 18822.0570 - val_mean_absolute_error: 118.4069 Epoch 3905/5000 148/148 [==============================] - 0s 68us/step - loss: 8699.6858 - mean_absolute_error: 72.7726 - val_loss: 18813.8269 - val_mean_absolute_error: 118.3774 Epoch 3906/5000 148/148 [==============================] - 0s 81us/step - loss: 8696.6308 - mean_absolute_error: 72.7464 - val_loss: 18806.5505 - val_mean_absolute_error: 118.3513 Epoch 3907/5000 148/148 [==============================] - 0s 88us/step - loss: 8692.2624 - mean_absolute_error: 72.7186 - val_loss: 18798.1623 - val_mean_absolute_error: 118.3214 Epoch 3908/5000 148/148 [==============================] - 0s 81us/step - loss: 8688.7980 - mean_absolute_error: 72.6903 - val_loss: 18789.1959 - val_mean_absolute_error: 118.2886 Epoch 3909/5000 148/148 [==============================] - 0s 81us/step - loss: 8684.8589 - mean_absolute_error: 72.6574 - val_loss: 18780.3591 - val_mean_absolute_error: 118.2573 Epoch 3910/5000 148/148 [==============================] - 0s 88us/step - loss: 8680.9489 - mean_absolute_error: 72.6305 - val_loss: 18772.6930 - val_mean_absolute_error: 118.2329 Epoch 3911/5000 148/148 [==============================] - 0s 101us/step - loss: 8677.5084 - mean_absolute_error: 72.6109 - val_loss: 18763.9173 - val_mean_absolute_error: 118.2024 Epoch 3912/5000 148/148 [==============================] - 0s 81us/step - loss: 8673.1828 - mean_absolute_error: 72.5863 - val_loss: 18755.7727 - val_mean_absolute_error: 118.1725 Epoch 3913/5000 148/148 [==============================] - 0s 68us/step - loss: 8668.8729 - mean_absolute_error: 72.5584 - val_loss: 18748.8137 - val_mean_absolute_error: 118.1457 Epoch 3914/5000 148/148 [==============================] - 0s 81us/step - loss: 8664.8055 - mean_absolute_error: 72.5298 - val_loss: 18741.6294 - val_mean_absolute_error: 118.1152 Epoch 3915/5000 148/148 [==============================] - 0s 74us/step - loss: 8661.9908 - mean_absolute_error: 72.5020 - val_loss: 18733.5210 - val_mean_absolute_error: 118.0832 Epoch 3916/5000 148/148 [==============================] - 0s 81us/step - loss: 8656.7101 - mean_absolute_error: 72.4673 - val_loss: 18724.9920 - val_mean_absolute_error: 118.0534 Epoch 3917/5000 148/148 [==============================] - 0s 74us/step - loss: 8652.6137 - mean_absolute_error: 72.4469 - val_loss: 18716.3853 - val_mean_absolute_error: 118.0253 Epoch 3918/5000 148/148 [==============================] - 0s 68us/step - loss: 8648.5107 - mean_absolute_error: 72.4257 - val_loss: 18708.9577 - val_mean_absolute_error: 118.0014 Epoch 3919/5000 148/148 [==============================] - 0s 81us/step - loss: 8644.5985 - mean_absolute_error: 72.4037 - val_loss: 18701.2335 - val_mean_absolute_error: 117.9751 Epoch 3920/5000 148/148 [==============================] - 0s 81us/step - loss: 8641.1381 - mean_absolute_error: 72.3858 - val_loss: 18694.4977 - val_mean_absolute_error: 117.9509 Epoch 3921/5000 148/148 [==============================] - 0s 74us/step - loss: 8637.6631 - mean_absolute_error: 72.3680 - val_loss: 18688.8496 - val_mean_absolute_error: 117.9284 Epoch 3922/5000 148/148 [==============================] - 0s 74us/step - loss: 8634.8699 - mean_absolute_error: 72.3368 - val_loss: 18683.1420 - val_mean_absolute_error: 117.9090 Epoch 3923/5000 148/148 [==============================] - 0s 88us/step - loss: 8631.1242 - mean_absolute_error: 72.3044 - val_loss: 18677.2605 - val_mean_absolute_error: 117.8909 Epoch 3924/5000 148/148 [==============================] - 0s 68us/step - loss: 8628.0542 - mean_absolute_error: 72.2744 - val_loss: 18670.5942 - val_mean_absolute_error: 117.8678 Epoch 3925/5000 148/148 [==============================] - 0s 68us/step - loss: 8624.3342 - mean_absolute_error: 72.2424 - val_loss: 18662.8150 - val_mean_absolute_error: 117.8409 Epoch 3926/5000 148/148 [==============================] - 0s 81us/step - loss: 8619.7548 - mean_absolute_error: 72.2155 - val_loss: 18654.3862 - val_mean_absolute_error: 117.8104 Epoch 3927/5000 148/148 [==============================] - 0s 81us/step - loss: 8616.4317 - mean_absolute_error: 72.1891 - val_loss: 18644.9948 - val_mean_absolute_error: 117.7769 Epoch 3928/5000 148/148 [==============================] - 0s 81us/step - loss: 8612.6644 - mean_absolute_error: 72.1690 - val_loss: 18635.3129 - val_mean_absolute_error: 117.7423 Epoch 3929/5000 148/148 [==============================] - 0s 68us/step - loss: 8607.4054 - mean_absolute_error: 72.1413 - val_loss: 18625.9410 - val_mean_absolute_error: 117.7074 Epoch 3930/5000 148/148 [==============================] - 0s 81us/step - loss: 8604.2666 - mean_absolute_error: 72.1121 - val_loss: 18617.8977 - val_mean_absolute_error: 117.6739 Epoch 3931/5000 148/148 [==============================] - 0s 68us/step - loss: 8600.0943 - mean_absolute_error: 72.0871 - val_loss: 18608.7543 - val_mean_absolute_error: 117.6374 Epoch 3932/5000 148/148 [==============================] - 0s 68us/step - loss: 8596.0683 - mean_absolute_error: 72.0651 - val_loss: 18598.2742 - val_mean_absolute_error: 117.6005 Epoch 3933/5000 148/148 [==============================] - 0s 74us/step - loss: 8590.9100 - mean_absolute_error: 72.0402 - val_loss: 18589.4067 - val_mean_absolute_error: 117.5737 Epoch 3934/5000 148/148 [==============================] - 0s 68us/step - loss: 8586.7628 - mean_absolute_error: 72.0176 - val_loss: 18579.0088 - val_mean_absolute_error: 117.5438 Epoch 3935/5000 148/148 [==============================] - 0s 74us/step - loss: 8582.6677 - mean_absolute_error: 71.9970 - val_loss: 18568.8597 - val_mean_absolute_error: 117.5115 Epoch 3936/5000 148/148 [==============================] - 0s 74us/step - loss: 8577.4146 - mean_absolute_error: 71.9698 - val_loss: 18560.4345 - val_mean_absolute_error: 117.4819 Epoch 3937/5000 148/148 [==============================] - 0s 68us/step - loss: 8574.5084 - mean_absolute_error: 71.9561 - val_loss: 18550.9497 - val_mean_absolute_error: 117.4507 Epoch 3938/5000 148/148 [==============================] - 0s 68us/step - loss: 8570.8671 - mean_absolute_error: 71.9263 - val_loss: 18542.3096 - val_mean_absolute_error: 117.4193 Epoch 3939/5000 148/148 [==============================] - 0s 74us/step - loss: 8567.0213 - mean_absolute_error: 71.8832 - val_loss: 18533.3387 - val_mean_absolute_error: 117.3867 Epoch 3940/5000 148/148 [==============================] - 0s 68us/step - loss: 8562.7498 - mean_absolute_error: 71.8503 - val_loss: 18524.0099 - val_mean_absolute_error: 117.3529 Epoch 3941/5000 148/148 [==============================] - 0s 81us/step - loss: 8559.0007 - mean_absolute_error: 71.8245 - val_loss: 18514.3278 - val_mean_absolute_error: 117.3176 Epoch 3942/5000 148/148 [==============================] - 0s 68us/step - loss: 8554.7342 - mean_absolute_error: 71.8001 - val_loss: 18506.1569 - val_mean_absolute_error: 117.2872 Epoch 3943/5000 148/148 [==============================] - 0s 74us/step - loss: 8550.4718 - mean_absolute_error: 71.7727 - val_loss: 18498.7866 - val_mean_absolute_error: 117.2567 Epoch 3944/5000 148/148 [==============================] - 0s 81us/step - loss: 8546.9068 - mean_absolute_error: 71.7391 - val_loss: 18489.8588 - val_mean_absolute_error: 117.2216 Epoch 3945/5000 148/148 [==============================] - 0s 68us/step - loss: 8543.2764 - mean_absolute_error: 71.7085 - val_loss: 18482.4532 - val_mean_absolute_error: 117.1928 Epoch 3946/5000 148/148 [==============================] - 0s 74us/step - loss: 8540.5539 - mean_absolute_error: 71.6828 - val_loss: 18475.2952 - val_mean_absolute_error: 117.1653 Epoch 3947/5000 148/148 [==============================] - 0s 81us/step - loss: 8536.4956 - mean_absolute_error: 71.6530 - val_loss: 18466.9379 - val_mean_absolute_error: 117.1339 Epoch 3948/5000 148/148 [==============================] - 0s 81us/step - loss: 8532.8273 - mean_absolute_error: 71.6259 - val_loss: 18458.1495 - val_mean_absolute_error: 117.1023 Epoch 3949/5000 148/148 [==============================] - 0s 74us/step - loss: 8529.2927 - mean_absolute_error: 71.5982 - val_loss: 18449.3509 - val_mean_absolute_error: 117.0745 Epoch 3950/5000 148/148 [==============================] - 0s 74us/step - loss: 8525.1868 - mean_absolute_error: 71.5697 - val_loss: 18439.7236 - val_mean_absolute_error: 117.0433 Epoch 3951/5000 148/148 [==============================] - 0s 74us/step - loss: 8521.2491 - mean_absolute_error: 71.5463 - val_loss: 18430.6455 - val_mean_absolute_error: 117.0123 Epoch 3952/5000 148/148 [==============================] - 0s 88us/step - loss: 8517.2753 - mean_absolute_error: 71.5225 - val_loss: 18421.8504 - val_mean_absolute_error: 116.9818 Epoch 3953/5000 148/148 [==============================] - 0s 81us/step - loss: 8513.5072 - mean_absolute_error: 71.4950 - val_loss: 18413.4176 - val_mean_absolute_error: 116.9518 Epoch 3954/5000 148/148 [==============================] - 0s 81us/step - loss: 8509.3890 - mean_absolute_error: 71.4655 - val_loss: 18405.0641 - val_mean_absolute_error: 116.9209 Epoch 3955/5000 148/148 [==============================] - 0s 88us/step - loss: 8505.7157 - mean_absolute_error: 71.4417 - val_loss: 18396.6620 - val_mean_absolute_error: 116.8897 Epoch 3956/5000 148/148 [==============================] - 0s 81us/step - loss: 8501.7844 - mean_absolute_error: 71.4181 - val_loss: 18386.9432 - val_mean_absolute_error: 116.8542 Epoch 3957/5000 148/148 [==============================] - 0s 68us/step - loss: 8497.6211 - mean_absolute_error: 71.3905 - val_loss: 18377.3910 - val_mean_absolute_error: 116.8196 Epoch 3958/5000 148/148 [==============================] - 0s 88us/step - loss: 8493.8906 - mean_absolute_error: 71.3639 - val_loss: 18367.4558 - val_mean_absolute_error: 116.7867 Epoch 3959/5000 148/148 [==============================] - 0s 74us/step - loss: 8489.5019 - mean_absolute_error: 71.3363 - val_loss: 18359.1083 - val_mean_absolute_error: 116.7579 Epoch 3960/5000 148/148 [==============================] - 0s 74us/step - loss: 8485.5324 - mean_absolute_error: 71.3116 - val_loss: 18351.6776 - val_mean_absolute_error: 116.7311 Epoch 3961/5000 148/148 [==============================] - 0s 88us/step - loss: 8482.4843 - mean_absolute_error: 71.2840 - val_loss: 18345.8346 - val_mean_absolute_error: 116.7072 Epoch 3962/5000 148/148 [==============================] - 0s 74us/step - loss: 8478.7775 - mean_absolute_error: 71.2582 - val_loss: 18338.7230 - val_mean_absolute_error: 116.6790 Epoch 3963/5000 148/148 [==============================] - 0s 67us/step - loss: 8474.0472 - mean_absolute_error: 71.2281 - val_loss: 18333.0991 - val_mean_absolute_error: 116.6546 Epoch 3964/5000 148/148 [==============================] - 0s 81us/step - loss: 8472.4976 - mean_absolute_error: 71.1975 - val_loss: 18329.9338 - val_mean_absolute_error: 116.6365 Epoch 3965/5000 148/148 [==============================] - 0s 74us/step - loss: 8469.8673 - mean_absolute_error: 71.1672 - val_loss: 18327.2332 - val_mean_absolute_error: 116.6277 Epoch 3966/5000 148/148 [==============================] - 0s 88us/step - loss: 8466.9474 - mean_absolute_error: 71.1377 - val_loss: 18321.4765 - val_mean_absolute_error: 116.6069 Epoch 3967/5000 148/148 [==============================] - 0s 61us/step - loss: 8463.1686 - mean_absolute_error: 71.1133 - val_loss: 18315.9555 - val_mean_absolute_error: 116.5893 Epoch 3968/5000 148/148 [==============================] - 0s 81us/step - loss: 8459.5643 - mean_absolute_error: 71.0948 - val_loss: 18310.0324 - val_mean_absolute_error: 116.5702 Epoch 3969/5000 148/148 [==============================] - 0s 81us/step - loss: 8456.3506 - mean_absolute_error: 71.0720 - val_loss: 18303.7342 - val_mean_absolute_error: 116.5486 Epoch 3970/5000 148/148 [==============================] - 0s 74us/step - loss: 8453.0754 - mean_absolute_error: 71.0486 - val_loss: 18298.4486 - val_mean_absolute_error: 116.5310 Epoch 3971/5000 148/148 [==============================] - 0s 68us/step - loss: 8450.6364 - mean_absolute_error: 71.0281 - val_loss: 18291.5654 - val_mean_absolute_error: 116.5066 Epoch 3972/5000 148/148 [==============================] - 0s 68us/step - loss: 8447.8298 - mean_absolute_error: 71.0109 - val_loss: 18285.4969 - val_mean_absolute_error: 116.4865 Epoch 3973/5000 148/148 [==============================] - 0s 68us/step - loss: 8444.6614 - mean_absolute_error: 70.9939 - val_loss: 18278.9266 - val_mean_absolute_error: 116.4648 Epoch 3974/5000 148/148 [==============================] - 0s 81us/step - loss: 8441.6735 - mean_absolute_error: 70.9762 - val_loss: 18271.5116 - val_mean_absolute_error: 116.4389 Epoch 3975/5000 148/148 [==============================] - 0s 88us/step - loss: 8439.2227 - mean_absolute_error: 70.9553 - val_loss: 18266.1679 - val_mean_absolute_error: 116.4173 Epoch 3976/5000 148/148 [==============================] - 0s 74us/step - loss: 8434.1592 - mean_absolute_error: 70.9253 - val_loss: 18258.8448 - val_mean_absolute_error: 116.3912 Epoch 3977/5000 148/148 [==============================] - 0s 74us/step - loss: 8431.0812 - mean_absolute_error: 70.9059 - val_loss: 18251.2969 - val_mean_absolute_error: 116.3645 Epoch 3978/5000 148/148 [==============================] - 0s 88us/step - loss: 8426.4878 - mean_absolute_error: 70.9077 - val_loss: 18240.6470 - val_mean_absolute_error: 116.3292 Epoch 3979/5000 148/148 [==============================] - 0s 74us/step - loss: 8417.9898 - mean_absolute_error: 70.9217 - val_loss: 18231.7079 - val_mean_absolute_error: 116.3019 Epoch 3980/5000 148/148 [==============================] - 0s 81us/step - loss: 8412.8970 - mean_absolute_error: 70.9268 - val_loss: 18220.9834 - val_mean_absolute_error: 116.2665 Epoch 3981/5000 148/148 [==============================] - 0s 74us/step - loss: 8403.6783 - mean_absolute_error: 70.9351 - val_loss: 18207.7929 - val_mean_absolute_error: 116.2236 Epoch 3982/5000 148/148 [==============================] - 0s 81us/step - loss: 8403.1310 - mean_absolute_error: 70.9790 - val_loss: 18196.0819 - val_mean_absolute_error: 116.1836 Epoch 3983/5000 148/148 [==============================] - 0s 74us/step - loss: 8399.6619 - mean_absolute_error: 70.9973 - val_loss: 18185.6087 - val_mean_absolute_error: 116.1467 Epoch 3984/5000 148/148 [==============================] - 0s 88us/step - loss: 8394.1145 - mean_absolute_error: 70.9860 - val_loss: 18175.8761 - val_mean_absolute_error: 116.1118 Epoch 3985/5000 148/148 [==============================] - 0s 74us/step - loss: 8390.4701 - mean_absolute_error: 70.9693 - val_loss: 18166.0602 - val_mean_absolute_error: 116.0770 Epoch 3986/5000 148/148 [==============================] - 0s 74us/step - loss: 8386.3820 - mean_absolute_error: 70.9558 - val_loss: 18158.8348 - val_mean_absolute_error: 116.0545 Epoch 3987/5000 148/148 [==============================] - 0s 81us/step - loss: 8382.9630 - mean_absolute_error: 70.9396 - val_loss: 18150.5333 - val_mean_absolute_error: 116.0309 Epoch 3988/5000 148/148 [==============================] - 0s 81us/step - loss: 8378.1273 - mean_absolute_error: 70.9133 - val_loss: 18143.4659 - val_mean_absolute_error: 116.0108 Epoch 3989/5000 148/148 [==============================] - 0s 68us/step - loss: 8374.4029 - mean_absolute_error: 70.8896 - val_loss: 18134.6996 - val_mean_absolute_error: 115.9817 Epoch 3990/5000 148/148 [==============================] - 0s 74us/step - loss: 8370.3841 - mean_absolute_error: 70.8666 - val_loss: 18126.7988 - val_mean_absolute_error: 115.9543 Epoch 3991/5000 148/148 [==============================] - 0s 74us/step - loss: 8366.8659 - mean_absolute_error: 70.8497 - val_loss: 18119.2280 - val_mean_absolute_error: 115.9276 Epoch 3992/5000 148/148 [==============================] - 0s 81us/step - loss: 8362.8149 - mean_absolute_error: 70.8255 - val_loss: 18109.8611 - val_mean_absolute_error: 115.8929 Epoch 3993/5000 148/148 [==============================] - 0s 68us/step - loss: 8358.8873 - mean_absolute_error: 70.8053 - val_loss: 18100.2412 - val_mean_absolute_error: 115.8581 Epoch 3994/5000 148/148 [==============================] - 0s 81us/step - loss: 8354.9900 - mean_absolute_error: 70.7863 - val_loss: 18091.6339 - val_mean_absolute_error: 115.8260 Epoch 3995/5000 148/148 [==============================] - 0s 68us/step - loss: 8352.1991 - mean_absolute_error: 70.7750 - val_loss: 18082.2799 - val_mean_absolute_error: 115.7914 Epoch 3996/5000 148/148 [==============================] - 0s 74us/step - loss: 8349.2075 - mean_absolute_error: 70.7762 - val_loss: 18074.1926 - val_mean_absolute_error: 115.7613 Epoch 3997/5000 148/148 [==============================] - 0s 74us/step - loss: 8343.6579 - mean_absolute_error: 70.7676 - val_loss: 18066.2091 - val_mean_absolute_error: 115.7356 Epoch 3998/5000 148/148 [==============================] - 0s 61us/step - loss: 8340.0653 - mean_absolute_error: 70.7530 - val_loss: 18058.1217 - val_mean_absolute_error: 115.7101 Epoch 3999/5000 148/148 [==============================] - 0s 74us/step - loss: 8336.8137 - mean_absolute_error: 70.7385 - val_loss: 18049.5948 - val_mean_absolute_error: 115.6855 Epoch 4000/5000 148/148 [==============================] - 0s 68us/step - loss: 8334.5227 - mean_absolute_error: 70.7176 - val_loss: 18042.1012 - val_mean_absolute_error: 115.6619 Epoch 4001/5000 148/148 [==============================] - 0s 68us/step - loss: 8330.4528 - mean_absolute_error: 70.6898 - val_loss: 18034.6092 - val_mean_absolute_error: 115.6381 Epoch 4002/5000 148/148 [==============================] - 0s 74us/step - loss: 8327.0023 - mean_absolute_error: 70.6656 - val_loss: 18026.3384 - val_mean_absolute_error: 115.6086 Epoch 4003/5000 148/148 [==============================] - 0s 68us/step - loss: 8323.6133 - mean_absolute_error: 70.6338 - val_loss: 18019.3774 - val_mean_absolute_error: 115.5798 Epoch 4004/5000 148/148 [==============================] - 0s 68us/step - loss: 8318.6654 - mean_absolute_error: 70.5935 - val_loss: 18011.7573 - val_mean_absolute_error: 115.5479 Epoch 4005/5000 148/148 [==============================] - 0s 74us/step - loss: 8314.9729 - mean_absolute_error: 70.5530 - val_loss: 18003.0579 - val_mean_absolute_error: 115.5132 Epoch 4006/5000 148/148 [==============================] - 0s 68us/step - loss: 8312.7381 - mean_absolute_error: 70.5161 - val_loss: 17996.8278 - val_mean_absolute_error: 115.4872 Epoch 4007/5000 148/148 [==============================] - 0s 68us/step - loss: 8306.5591 - mean_absolute_error: 70.4682 - val_loss: 17990.1280 - val_mean_absolute_error: 115.4637 Epoch 4008/5000 148/148 [==============================] - 0s 68us/step - loss: 8304.9704 - mean_absolute_error: 70.4420 - val_loss: 17983.3692 - val_mean_absolute_error: 115.4375 Epoch 4009/5000 148/148 [==============================] - 0s 68us/step - loss: 8300.2126 - mean_absolute_error: 70.4155 - val_loss: 17976.7891 - val_mean_absolute_error: 115.4133 Epoch 4010/5000 148/148 [==============================] - 0s 74us/step - loss: 8297.0435 - mean_absolute_error: 70.3980 - val_loss: 17970.6583 - val_mean_absolute_error: 115.3920 Epoch 4011/5000 148/148 [==============================] - 0s 68us/step - loss: 8293.8365 - mean_absolute_error: 70.3771 - val_loss: 17965.4317 - val_mean_absolute_error: 115.3737 Epoch 4012/5000 148/148 [==============================] - 0s 81us/step - loss: 8290.1807 - mean_absolute_error: 70.3575 - val_loss: 17959.6091 - val_mean_absolute_error: 115.3517 Epoch 4013/5000 148/148 [==============================] - 0s 81us/step - loss: 8287.1282 - mean_absolute_error: 70.3358 - val_loss: 17955.3295 - val_mean_absolute_error: 115.3353 Epoch 4014/5000 148/148 [==============================] - 0s 81us/step - loss: 8283.5221 - mean_absolute_error: 70.3077 - val_loss: 17948.3089 - val_mean_absolute_error: 115.3083 Epoch 4015/5000 148/148 [==============================] - 0s 68us/step - loss: 8279.9213 - mean_absolute_error: 70.2727 - val_loss: 17941.0306 - val_mean_absolute_error: 115.2794 Epoch 4016/5000 148/148 [==============================] - 0s 88us/step - loss: 8277.2623 - mean_absolute_error: 70.2407 - val_loss: 17934.2872 - val_mean_absolute_error: 115.2523 Epoch 4017/5000 148/148 [==============================] - 0s 88us/step - loss: 8274.2139 - mean_absolute_error: 70.2098 - val_loss: 17927.6302 - val_mean_absolute_error: 115.2262 Epoch 4018/5000 148/148 [==============================] - 0s 67us/step - loss: 8270.5365 - mean_absolute_error: 70.1810 - val_loss: 17920.6093 - val_mean_absolute_error: 115.1989 Epoch 4019/5000 148/148 [==============================] - 0s 74us/step - loss: 8266.5996 - mean_absolute_error: 70.1583 - val_loss: 17912.4008 - val_mean_absolute_error: 115.1659 Epoch 4020/5000 148/148 [==============================] - 0s 81us/step - loss: 8263.1149 - mean_absolute_error: 70.1390 - val_loss: 17903.4100 - val_mean_absolute_error: 115.1323 Epoch 4021/5000 148/148 [==============================] - 0s 81us/step - loss: 8259.1950 - mean_absolute_error: 70.1194 - val_loss: 17894.2214 - val_mean_absolute_error: 115.1010 Epoch 4022/5000 148/148 [==============================] - 0s 74us/step - loss: 8255.4992 - mean_absolute_error: 70.0984 - val_loss: 17885.2971 - val_mean_absolute_error: 115.0696 Epoch 4023/5000 148/148 [==============================] - 0s 74us/step - loss: 8252.1633 - mean_absolute_error: 70.0801 - val_loss: 17877.8223 - val_mean_absolute_error: 115.0434 Epoch 4024/5000 148/148 [==============================] - 0s 81us/step - loss: 8248.8950 - mean_absolute_error: 70.0581 - val_loss: 17871.2872 - val_mean_absolute_error: 115.0196 Epoch 4025/5000 148/148 [==============================] - 0s 88us/step - loss: 8245.9409 - mean_absolute_error: 70.0371 - val_loss: 17864.4629 - val_mean_absolute_error: 114.9964 Epoch 4026/5000 148/148 [==============================] - 0s 74us/step - loss: 8242.9942 - mean_absolute_error: 70.0374 - val_loss: 17855.8555 - val_mean_absolute_error: 114.9660 Epoch 4027/5000 148/148 [==============================] - 0s 81us/step - loss: 8236.3952 - mean_absolute_error: 70.0437 - val_loss: 17847.6870 - val_mean_absolute_error: 114.9336 Epoch 4028/5000 148/148 [==============================] - 0s 81us/step - loss: 8233.5750 - mean_absolute_error: 70.0425 - val_loss: 17839.7518 - val_mean_absolute_error: 114.9010 Epoch 4029/5000 148/148 [==============================] - 0s 68us/step - loss: 8229.8804 - mean_absolute_error: 70.0308 - val_loss: 17831.2320 - val_mean_absolute_error: 114.8633 Epoch 4030/5000 148/148 [==============================] - 0s 68us/step - loss: 8226.0087 - mean_absolute_error: 70.0151 - val_loss: 17822.3388 - val_mean_absolute_error: 114.8299 Epoch 4031/5000 148/148 [==============================] - 0s 81us/step - loss: 8222.8405 - mean_absolute_error: 69.9970 - val_loss: 17813.9223 - val_mean_absolute_error: 114.7991 Epoch 4032/5000 148/148 [==============================] - 0s 68us/step - loss: 8218.5864 - mean_absolute_error: 69.9808 - val_loss: 17805.3988 - val_mean_absolute_error: 114.7710 Epoch 4033/5000 148/148 [==============================] - 0s 81us/step - loss: 8214.4025 - mean_absolute_error: 69.9670 - val_loss: 17796.8258 - val_mean_absolute_error: 114.7453 Epoch 4034/5000 148/148 [==============================] - 0s 74us/step - loss: 8212.1820 - mean_absolute_error: 69.9619 - val_loss: 17787.8848 - val_mean_absolute_error: 114.7162 Epoch 4035/5000 148/148 [==============================] - 0s 88us/step - loss: 8207.5846 - mean_absolute_error: 69.9468 - val_loss: 17779.7112 - val_mean_absolute_error: 114.6866 Epoch 4036/5000 148/148 [==============================] - 0s 88us/step - loss: 8203.8387 - mean_absolute_error: 69.9285 - val_loss: 17770.7357 - val_mean_absolute_error: 114.6510 Epoch 4037/5000 148/148 [==============================] - 0s 95us/step - loss: 8200.0891 - mean_absolute_error: 69.9008 - val_loss: 17761.7973 - val_mean_absolute_error: 114.6154 Epoch 4038/5000 148/148 [==============================] - 0s 74us/step - loss: 8197.1611 - mean_absolute_error: 69.8684 - val_loss: 17754.5106 - val_mean_absolute_error: 114.5857 Epoch 4039/5000 148/148 [==============================] - 0s 81us/step - loss: 8191.9112 - mean_absolute_error: 69.8315 - val_loss: 17745.0419 - val_mean_absolute_error: 114.5486 Epoch 4040/5000 148/148 [==============================] - 0s 95us/step - loss: 8188.7955 - mean_absolute_error: 69.8036 - val_loss: 17735.7844 - val_mean_absolute_error: 114.5115 Epoch 4041/5000 148/148 [==============================] - 0s 74us/step - loss: 8184.6034 - mean_absolute_error: 69.7748 - val_loss: 17726.8307 - val_mean_absolute_error: 114.4758 Epoch 4042/5000 148/148 [==============================] - 0s 74us/step - loss: 8180.8405 - mean_absolute_error: 69.7469 - val_loss: 17716.4984 - val_mean_absolute_error: 114.4367 Epoch 4043/5000 148/148 [==============================] - 0s 74us/step - loss: 8181.5651 - mean_absolute_error: 69.7885 - val_loss: 17703.1263 - val_mean_absolute_error: 114.3903 Epoch 4044/5000 148/148 [==============================] - 0s 81us/step - loss: 8174.6110 - mean_absolute_error: 69.8016 - val_loss: 17693.1478 - val_mean_absolute_error: 114.3555 Epoch 4045/5000 148/148 [==============================] - 0s 88us/step - loss: 8171.4524 - mean_absolute_error: 69.7900 - val_loss: 17683.6740 - val_mean_absolute_error: 114.3224 Epoch 4046/5000 148/148 [==============================] - 0s 74us/step - loss: 8167.3884 - mean_absolute_error: 69.7948 - val_loss: 17671.0559 - val_mean_absolute_error: 114.2814 Epoch 4047/5000 148/148 [==============================] - 0s 74us/step - loss: 8170.0885 - mean_absolute_error: 69.8670 - val_loss: 17660.1311 - val_mean_absolute_error: 114.2438 Epoch 4048/5000 148/148 [==============================] - 0s 74us/step - loss: 8165.6154 - mean_absolute_error: 69.9133 - val_loss: 17650.4066 - val_mean_absolute_error: 114.2061 Epoch 4049/5000 148/148 [==============================] - 0s 81us/step - loss: 8162.2806 - mean_absolute_error: 69.9257 - val_loss: 17642.1478 - val_mean_absolute_error: 114.1726 Epoch 4050/5000 148/148 [==============================] - 0s 88us/step - loss: 8158.6090 - mean_absolute_error: 69.9215 - val_loss: 17634.7011 - val_mean_absolute_error: 114.1427 Epoch 4051/5000 148/148 [==============================] - 0s 81us/step - loss: 8155.7901 - mean_absolute_error: 69.9077 - val_loss: 17628.7192 - val_mean_absolute_error: 114.1190 Epoch 4052/5000 148/148 [==============================] - 0s 81us/step - loss: 8152.2693 - mean_absolute_error: 69.8858 - val_loss: 17622.5273 - val_mean_absolute_error: 114.0964 Epoch 4053/5000 148/148 [==============================] - 0s 74us/step - loss: 8149.3650 - mean_absolute_error: 69.8669 - val_loss: 17617.4442 - val_mean_absolute_error: 114.0766 Epoch 4054/5000 148/148 [==============================] - 0s 68us/step - loss: 8145.8369 - mean_absolute_error: 69.8597 - val_loss: 17611.2370 - val_mean_absolute_error: 114.0525 Epoch 4055/5000 148/148 [==============================] - 0s 81us/step - loss: 8145.9177 - mean_absolute_error: 69.8713 - val_loss: 17604.0430 - val_mean_absolute_error: 114.0250 Epoch 4056/5000 148/148 [==============================] - 0s 81us/step - loss: 8143.7803 - mean_absolute_error: 69.8698 - val_loss: 17597.8751 - val_mean_absolute_error: 113.9984 Epoch 4057/5000 148/148 [==============================] - 0s 81us/step - loss: 8138.5827 - mean_absolute_error: 69.8350 - val_loss: 17590.3450 - val_mean_absolute_error: 113.9649 Epoch 4058/5000 148/148 [==============================] - 0s 68us/step - loss: 8134.3304 - mean_absolute_error: 69.8017 - val_loss: 17583.3263 - val_mean_absolute_error: 113.9355 Epoch 4059/5000 148/148 [==============================] - 0s 68us/step - loss: 8131.2902 - mean_absolute_error: 69.7683 - val_loss: 17576.9075 - val_mean_absolute_error: 113.9094 Epoch 4060/5000 148/148 [==============================] - 0s 81us/step - loss: 8127.3508 - mean_absolute_error: 69.7351 - val_loss: 17572.2981 - val_mean_absolute_error: 113.8909 Epoch 4061/5000 148/148 [==============================] - 0s 81us/step - loss: 8126.2619 - mean_absolute_error: 69.7116 - val_loss: 17567.8392 - val_mean_absolute_error: 113.8688 Epoch 4062/5000 148/148 [==============================] - 0s 88us/step - loss: 8120.7238 - mean_absolute_error: 69.6720 - val_loss: 17562.9505 - val_mean_absolute_error: 113.8458 Epoch 4063/5000 148/148 [==============================] - 0s 74us/step - loss: 8117.9233 - mean_absolute_error: 69.6402 - val_loss: 17556.8807 - val_mean_absolute_error: 113.8190 Epoch 4064/5000 148/148 [==============================] - 0s 81us/step - loss: 8115.1306 - mean_absolute_error: 69.6056 - val_loss: 17550.5215 - val_mean_absolute_error: 113.7928 Epoch 4065/5000 148/148 [==============================] - 0s 81us/step - loss: 8109.5834 - mean_absolute_error: 69.5665 - val_loss: 17545.0934 - val_mean_absolute_error: 113.7722 Epoch 4066/5000 148/148 [==============================] - 0s 81us/step - loss: 8106.7998 - mean_absolute_error: 69.5375 - val_loss: 17540.8135 - val_mean_absolute_error: 113.7553 Epoch 4067/5000 148/148 [==============================] - 0s 74us/step - loss: 8105.0651 - mean_absolute_error: 69.5099 - val_loss: 17533.9577 - val_mean_absolute_error: 113.7310 Epoch 4068/5000 148/148 [==============================] - 0s 81us/step - loss: 8105.1884 - mean_absolute_error: 69.5521 - val_loss: 17522.6555 - val_mean_absolute_error: 113.6934 Epoch 4069/5000 148/148 [==============================] - 0s 74us/step - loss: 8103.0778 - mean_absolute_error: 69.5877 - val_loss: 17513.7007 - val_mean_absolute_error: 113.6603 Epoch 4070/5000 148/148 [==============================] - 0s 68us/step - loss: 8099.3850 - mean_absolute_error: 69.5932 - val_loss: 17506.9240 - val_mean_absolute_error: 113.6398 Epoch 4071/5000 148/148 [==============================] - 0s 74us/step - loss: 8097.0553 - mean_absolute_error: 69.5896 - val_loss: 17499.3855 - val_mean_absolute_error: 113.6182 Epoch 4072/5000 148/148 [==============================] - 0s 74us/step - loss: 8094.0292 - mean_absolute_error: 69.5665 - val_loss: 17492.9033 - val_mean_absolute_error: 113.5958 Epoch 4073/5000 148/148 [==============================] - 0s 74us/step - loss: 8089.7567 - mean_absolute_error: 69.5297 - val_loss: 17487.4868 - val_mean_absolute_error: 113.5770 Epoch 4074/5000 148/148 [==============================] - 0s 74us/step - loss: 8087.2181 - mean_absolute_error: 69.4897 - val_loss: 17482.1551 - val_mean_absolute_error: 113.5546 Epoch 4075/5000 148/148 [==============================] - 0s 74us/step - loss: 8082.1368 - mean_absolute_error: 69.4500 - val_loss: 17475.9512 - val_mean_absolute_error: 113.5289 Epoch 4076/5000 148/148 [==============================] - 0s 81us/step - loss: 8079.7928 - mean_absolute_error: 69.4253 - val_loss: 17470.2839 - val_mean_absolute_error: 113.5071 Epoch 4077/5000 148/148 [==============================] - 0s 88us/step - loss: 8077.4714 - mean_absolute_error: 69.4208 - val_loss: 17463.9321 - val_mean_absolute_error: 113.4840 Epoch 4078/5000 148/148 [==============================] - 0s 95us/step - loss: 8074.4932 - mean_absolute_error: 69.4186 - val_loss: 17457.3208 - val_mean_absolute_error: 113.4552 Epoch 4079/5000 148/148 [==============================] - 0s 88us/step - loss: 8072.5291 - mean_absolute_error: 69.4068 - val_loss: 17451.2877 - val_mean_absolute_error: 113.4316 Epoch 4080/5000 148/148 [==============================] - 0s 68us/step - loss: 8070.5064 - mean_absolute_error: 69.3985 - val_loss: 17445.7575 - val_mean_absolute_error: 113.4111 Epoch 4081/5000 148/148 [==============================] - 0s 88us/step - loss: 8067.7617 - mean_absolute_error: 69.3873 - val_loss: 17438.2786 - val_mean_absolute_error: 113.3826 Epoch 4082/5000 148/148 [==============================] - 0s 81us/step - loss: 8063.9473 - mean_absolute_error: 69.3642 - val_loss: 17429.2248 - val_mean_absolute_error: 113.3494 Epoch 4083/5000 148/148 [==============================] - 0s 74us/step - loss: 8061.3624 - mean_absolute_error: 69.3527 - val_loss: 17420.8052 - val_mean_absolute_error: 113.3245 Epoch 4084/5000 148/148 [==============================] - 0s 74us/step - loss: 8058.4121 - mean_absolute_error: 69.3335 - val_loss: 17414.7894 - val_mean_absolute_error: 113.3036 Epoch 4085/5000 148/148 [==============================] - 0s 81us/step - loss: 8055.4544 - mean_absolute_error: 69.3080 - val_loss: 17410.0276 - val_mean_absolute_error: 113.2845 Epoch 4086/5000 148/148 [==============================] - 0s 74us/step - loss: 8051.4483 - mean_absolute_error: 69.2768 - val_loss: 17404.9774 - val_mean_absolute_error: 113.2629 Epoch 4087/5000 148/148 [==============================] - 0s 81us/step - loss: 8048.5532 - mean_absolute_error: 69.2461 - val_loss: 17399.3398 - val_mean_absolute_error: 113.2429 Epoch 4088/5000 148/148 [==============================] - 0s 74us/step - loss: 8044.4207 - mean_absolute_error: 69.2123 - val_loss: 17391.4759 - val_mean_absolute_error: 113.2130 Epoch 4089/5000 148/148 [==============================] - 0s 101us/step - loss: 8040.2260 - mean_absolute_error: 69.1776 - val_loss: 17384.1412 - val_mean_absolute_error: 113.1859 Epoch 4090/5000 148/148 [==============================] - 0s 101us/step - loss: 8036.0141 - mean_absolute_error: 69.1465 - val_loss: 17376.5804 - val_mean_absolute_error: 113.1586 Epoch 4091/5000 148/148 [==============================] - 0s 95us/step - loss: 8034.0734 - mean_absolute_error: 69.1188 - val_loss: 17369.7508 - val_mean_absolute_error: 113.1345 Epoch 4092/5000 148/148 [==============================] - 0s 81us/step - loss: 8028.8557 - mean_absolute_error: 69.0792 - val_loss: 17361.5644 - val_mean_absolute_error: 113.1083 Epoch 4093/5000 148/148 [==============================] - 0s 68us/step - loss: 8024.9003 - mean_absolute_error: 69.0479 - val_loss: 17353.2637 - val_mean_absolute_error: 113.0784 Epoch 4094/5000 148/148 [==============================] - 0s 95us/step - loss: 8021.5193 - mean_absolute_error: 69.0224 - val_loss: 17346.5085 - val_mean_absolute_error: 113.0537 Epoch 4095/5000 148/148 [==============================] - 0s 68us/step - loss: 8019.2672 - mean_absolute_error: 68.9997 - val_loss: 17340.6636 - val_mean_absolute_error: 113.0314 Epoch 4096/5000 148/148 [==============================] - 0s 74us/step - loss: 8015.9120 - mean_absolute_error: 68.9782 - val_loss: 17333.1204 - val_mean_absolute_error: 113.0034 Epoch 4097/5000 148/148 [==============================] - 0s 74us/step - loss: 8012.8570 - mean_absolute_error: 68.9553 - val_loss: 17326.0073 - val_mean_absolute_error: 112.9781 Epoch 4098/5000 148/148 [==============================] - 0s 88us/step - loss: 8009.1731 - mean_absolute_error: 68.9267 - val_loss: 17318.8766 - val_mean_absolute_error: 112.9517 Epoch 4099/5000 148/148 [==============================] - 0s 81us/step - loss: 8006.3586 - mean_absolute_error: 68.9052 - val_loss: 17312.2028 - val_mean_absolute_error: 112.9258 Epoch 4100/5000 148/148 [==============================] - 0s 88us/step - loss: 8003.1674 - mean_absolute_error: 68.8822 - val_loss: 17306.1029 - val_mean_absolute_error: 112.9012 Epoch 4101/5000 148/148 [==============================] - 0s 74us/step - loss: 8000.4470 - mean_absolute_error: 68.8599 - val_loss: 17299.5363 - val_mean_absolute_error: 112.8802 Epoch 4102/5000 148/148 [==============================] - 0s 68us/step - loss: 7997.4167 - mean_absolute_error: 68.8286 - val_loss: 17292.6766 - val_mean_absolute_error: 112.8574 Epoch 4103/5000 148/148 [==============================] - 0s 74us/step - loss: 7991.9859 - mean_absolute_error: 68.7857 - val_loss: 17285.8557 - val_mean_absolute_error: 112.8369 Epoch 4104/5000 148/148 [==============================] - 0s 81us/step - loss: 7989.9504 - mean_absolute_error: 68.7536 - val_loss: 17278.8175 - val_mean_absolute_error: 112.8137 Epoch 4105/5000 148/148 [==============================] - 0s 74us/step - loss: 7986.2004 - mean_absolute_error: 68.7152 - val_loss: 17271.6314 - val_mean_absolute_error: 112.7924 Epoch 4106/5000 148/148 [==============================] - 0s 68us/step - loss: 7983.1138 - mean_absolute_error: 68.6900 - val_loss: 17263.7843 - val_mean_absolute_error: 112.7647 Epoch 4107/5000 148/148 [==============================] - 0s 68us/step - loss: 7979.3590 - mean_absolute_error: 68.6609 - val_loss: 17254.7758 - val_mean_absolute_error: 112.7315 Epoch 4108/5000 148/148 [==============================] - 0s 74us/step - loss: 7975.7067 - mean_absolute_error: 68.6291 - val_loss: 17244.9736 - val_mean_absolute_error: 112.6933 Epoch 4109/5000 148/148 [==============================] - 0s 74us/step - loss: 7972.3708 - mean_absolute_error: 68.6030 - val_loss: 17236.8118 - val_mean_absolute_error: 112.6622 Epoch 4110/5000 148/148 [==============================] - 0s 74us/step - loss: 7968.1133 - mean_absolute_error: 68.5728 - val_loss: 17228.7108 - val_mean_absolute_error: 112.6310 Epoch 4111/5000 148/148 [==============================] - 0s 68us/step - loss: 7964.8953 - mean_absolute_error: 68.5512 - val_loss: 17220.1479 - val_mean_absolute_error: 112.5986 Epoch 4112/5000 148/148 [==============================] - 0s 74us/step - loss: 7961.7503 - mean_absolute_error: 68.5322 - val_loss: 17211.1460 - val_mean_absolute_error: 112.5676 Epoch 4113/5000 148/148 [==============================] - 0s 74us/step - loss: 7957.9243 - mean_absolute_error: 68.5061 - val_loss: 17201.5559 - val_mean_absolute_error: 112.5312 Epoch 4114/5000 148/148 [==============================] - 0s 68us/step - loss: 7954.3687 - mean_absolute_error: 68.4819 - val_loss: 17193.6888 - val_mean_absolute_error: 112.4995 Epoch 4115/5000 148/148 [==============================] - 0s 74us/step - loss: 7950.9947 - mean_absolute_error: 68.4514 - val_loss: 17187.3545 - val_mean_absolute_error: 112.4741 Epoch 4116/5000 148/148 [==============================] - 0s 68us/step - loss: 7947.5903 - mean_absolute_error: 68.4210 - val_loss: 17180.1318 - val_mean_absolute_error: 112.4448 Epoch 4117/5000 148/148 [==============================] - 0s 68us/step - loss: 7945.0706 - mean_absolute_error: 68.3949 - val_loss: 17172.6183 - val_mean_absolute_error: 112.4147 Epoch 4118/5000 148/148 [==============================] - 0s 68us/step - loss: 7942.5360 - mean_absolute_error: 68.3576 - val_loss: 17166.1643 - val_mean_absolute_error: 112.3854 Epoch 4119/5000 148/148 [==============================] - 0s 74us/step - loss: 7938.5909 - mean_absolute_error: 68.3205 - val_loss: 17157.9483 - val_mean_absolute_error: 112.3506 Epoch 4120/5000 148/148 [==============================] - 0s 68us/step - loss: 7935.0763 - mean_absolute_error: 68.2900 - val_loss: 17151.5766 - val_mean_absolute_error: 112.3244 Epoch 4121/5000 148/148 [==============================] - 0s 74us/step - loss: 7932.2687 - mean_absolute_error: 68.2634 - val_loss: 17148.2429 - val_mean_absolute_error: 112.3103 Epoch 4122/5000 148/148 [==============================] - 0s 74us/step - loss: 7931.2768 - mean_absolute_error: 68.2322 - val_loss: 17144.2187 - val_mean_absolute_error: 112.2951 Epoch 4123/5000 148/148 [==============================] - 0s 68us/step - loss: 7927.5595 - mean_absolute_error: 68.1982 - val_loss: 17138.3986 - val_mean_absolute_error: 112.2742 Epoch 4124/5000 148/148 [==============================] - 0s 68us/step - loss: 7924.5005 - mean_absolute_error: 68.1738 - val_loss: 17133.0330 - val_mean_absolute_error: 112.2528 Epoch 4125/5000 148/148 [==============================] - 0s 74us/step - loss: 7921.5650 - mean_absolute_error: 68.1483 - val_loss: 17126.7746 - val_mean_absolute_error: 112.2296 Epoch 4126/5000 148/148 [==============================] - 0s 61us/step - loss: 7919.1067 - mean_absolute_error: 68.1200 - val_loss: 17121.5832 - val_mean_absolute_error: 112.2124 Epoch 4127/5000 148/148 [==============================] - 0s 61us/step - loss: 7916.9539 - mean_absolute_error: 68.0988 - val_loss: 17115.9098 - val_mean_absolute_error: 112.1918 Epoch 4128/5000 148/148 [==============================] - 0s 68us/step - loss: 7914.0599 - mean_absolute_error: 68.0687 - val_loss: 17107.8028 - val_mean_absolute_error: 112.1604 Epoch 4129/5000 148/148 [==============================] - 0s 74us/step - loss: 7911.6038 - mean_absolute_error: 68.0423 - val_loss: 17099.7414 - val_mean_absolute_error: 112.1304 Epoch 4130/5000 148/148 [==============================] - 0s 74us/step - loss: 7911.3820 - mean_absolute_error: 68.0651 - val_loss: 17088.0596 - val_mean_absolute_error: 112.0897 Epoch 4131/5000 148/148 [==============================] - 0s 74us/step - loss: 7906.9244 - mean_absolute_error: 68.1043 - val_loss: 17076.6882 - val_mean_absolute_error: 112.0479 Epoch 4132/5000 148/148 [==============================] - 0s 68us/step - loss: 7899.8513 - mean_absolute_error: 68.0958 - val_loss: 17066.7893 - val_mean_absolute_error: 112.0085 Epoch 4133/5000 148/148 [==============================] - 0s 68us/step - loss: 7899.2976 - mean_absolute_error: 68.1014 - val_loss: 17058.5946 - val_mean_absolute_error: 111.9765 Epoch 4134/5000 148/148 [==============================] - 0s 81us/step - loss: 7895.6917 - mean_absolute_error: 68.0941 - val_loss: 17050.9294 - val_mean_absolute_error: 111.9462 Epoch 4135/5000 148/148 [==============================] - 0s 101us/step - loss: 7892.8700 - mean_absolute_error: 68.0733 - val_loss: 17043.8952 - val_mean_absolute_error: 111.9160 Epoch 4136/5000 148/148 [==============================] - 0s 68us/step - loss: 7888.5317 - mean_absolute_error: 68.0439 - val_loss: 17034.3464 - val_mean_absolute_error: 111.8763 Epoch 4137/5000 148/148 [==============================] - 0s 74us/step - loss: 7885.0678 - mean_absolute_error: 68.0211 - val_loss: 17025.6452 - val_mean_absolute_error: 111.8385 Epoch 4138/5000 148/148 [==============================] - 0s 81us/step - loss: 7881.6305 - mean_absolute_error: 67.9986 - val_loss: 17017.4673 - val_mean_absolute_error: 111.8039 Epoch 4139/5000 148/148 [==============================] - 0s 81us/step - loss: 7878.6531 - mean_absolute_error: 67.9774 - val_loss: 17010.4249 - val_mean_absolute_error: 111.7741 Epoch 4140/5000 148/148 [==============================] - 0s 81us/step - loss: 7875.3947 - mean_absolute_error: 67.9534 - val_loss: 17005.3162 - val_mean_absolute_error: 111.7515 Epoch 4141/5000 148/148 [==============================] - 0s 88us/step - loss: 7873.4801 - mean_absolute_error: 67.9249 - val_loss: 17001.5656 - val_mean_absolute_error: 111.7331 Epoch 4142/5000 148/148 [==============================] - 0s 68us/step - loss: 7870.9255 - mean_absolute_error: 67.8896 - val_loss: 16996.5543 - val_mean_absolute_error: 111.7109 Epoch 4143/5000 148/148 [==============================] - 0s 88us/step - loss: 7867.7551 - mean_absolute_error: 67.8583 - val_loss: 16991.4673 - val_mean_absolute_error: 111.6901 Epoch 4144/5000 148/148 [==============================] - 0s 81us/step - loss: 7865.2223 - mean_absolute_error: 67.8314 - val_loss: 16985.5733 - val_mean_absolute_error: 111.6644 Epoch 4145/5000 148/148 [==============================] - 0s 74us/step - loss: 7862.2247 - mean_absolute_error: 67.8051 - val_loss: 16978.7070 - val_mean_absolute_error: 111.6364 Epoch 4146/5000 148/148 [==============================] - 0s 81us/step - loss: 7859.5683 - mean_absolute_error: 67.7819 - val_loss: 16972.6654 - val_mean_absolute_error: 111.6122 Epoch 4147/5000 148/148 [==============================] - 0s 88us/step - loss: 7857.4778 - mean_absolute_error: 67.7537 - val_loss: 16966.4896 - val_mean_absolute_error: 111.5873 Epoch 4148/5000 148/148 [==============================] - 0s 74us/step - loss: 7854.5730 - mean_absolute_error: 67.7324 - val_loss: 16960.3353 - val_mean_absolute_error: 111.5632 Epoch 4149/5000 148/148 [==============================] - 0s 74us/step - loss: 7851.7186 - mean_absolute_error: 67.7127 - val_loss: 16954.5682 - val_mean_absolute_error: 111.5398 Epoch 4150/5000 148/148 [==============================] - 0s 74us/step - loss: 7850.1819 - mean_absolute_error: 67.6937 - val_loss: 16946.7621 - val_mean_absolute_error: 111.5098 Epoch 4151/5000 148/148 [==============================] - 0s 81us/step - loss: 7849.5382 - mean_absolute_error: 67.7161 - val_loss: 16936.8122 - val_mean_absolute_error: 111.4804 Epoch 4152/5000 148/148 [==============================] - 0s 74us/step - loss: 7842.9312 - mean_absolute_error: 67.7458 - val_loss: 16929.7695 - val_mean_absolute_error: 111.4592 Epoch 4153/5000 148/148 [==============================] - 0s 74us/step - loss: 7840.4445 - mean_absolute_error: 67.7587 - val_loss: 16924.0705 - val_mean_absolute_error: 111.4430 Epoch 4154/5000 148/148 [==============================] - 0s 74us/step - loss: 7838.9098 - mean_absolute_error: 67.7555 - val_loss: 16917.7730 - val_mean_absolute_error: 111.4262 Epoch 4155/5000 148/148 [==============================] - 0s 81us/step - loss: 7836.8091 - mean_absolute_error: 67.7436 - val_loss: 16913.8126 - val_mean_absolute_error: 111.4158 Epoch 4156/5000 148/148 [==============================] - 0s 81us/step - loss: 7834.7408 - mean_absolute_error: 67.7315 - val_loss: 16909.0173 - val_mean_absolute_error: 111.3989 Epoch 4157/5000 148/148 [==============================] - 0s 74us/step - loss: 7831.9745 - mean_absolute_error: 67.7111 - val_loss: 16903.3302 - val_mean_absolute_error: 111.3773 Epoch 4158/5000 148/148 [==============================] - 0s 74us/step - loss: 7829.4050 - mean_absolute_error: 67.6928 - val_loss: 16897.1331 - val_mean_absolute_error: 111.3526 Epoch 4159/5000 148/148 [==============================] - 0s 68us/step - loss: 7826.1119 - mean_absolute_error: 67.6701 - val_loss: 16890.5716 - val_mean_absolute_error: 111.3267 Epoch 4160/5000 148/148 [==============================] - 0s 88us/step - loss: 7823.1656 - mean_absolute_error: 67.6491 - val_loss: 16885.0995 - val_mean_absolute_error: 111.3041 Epoch 4161/5000 148/148 [==============================] - 0s 74us/step - loss: 7821.1202 - mean_absolute_error: 67.6328 - val_loss: 16878.3583 - val_mean_absolute_error: 111.2767 Epoch 4162/5000 148/148 [==============================] - 0s 74us/step - loss: 7817.8662 - mean_absolute_error: 67.6057 - val_loss: 16872.6952 - val_mean_absolute_error: 111.2533 Epoch 4163/5000 148/148 [==============================] - 0s 68us/step - loss: 7815.1504 - mean_absolute_error: 67.5807 - val_loss: 16865.7592 - val_mean_absolute_error: 111.2244 Epoch 4164/5000 148/148 [==============================] - 0s 74us/step - loss: 7812.6937 - mean_absolute_error: 67.5527 - val_loss: 16860.0616 - val_mean_absolute_error: 111.2000 Epoch 4165/5000 148/148 [==============================] - 0s 68us/step - loss: 7809.9633 - mean_absolute_error: 67.5273 - val_loss: 16854.4341 - val_mean_absolute_error: 111.1760 Epoch 4166/5000 148/148 [==============================] - 0s 61us/step - loss: 7807.1971 - mean_absolute_error: 67.4963 - val_loss: 16849.2772 - val_mean_absolute_error: 111.1518 Epoch 4167/5000 148/148 [==============================] - 0s 68us/step - loss: 7803.8471 - mean_absolute_error: 67.4631 - val_loss: 16843.4477 - val_mean_absolute_error: 111.1294 Epoch 4168/5000 148/148 [==============================] - 0s 74us/step - loss: 7802.6420 - mean_absolute_error: 67.4374 - val_loss: 16838.9373 - val_mean_absolute_error: 111.1181 Epoch 4169/5000 148/148 [==============================] - 0s 68us/step - loss: 7799.0867 - mean_absolute_error: 67.4111 - val_loss: 16834.5686 - val_mean_absolute_error: 111.1029 Epoch 4170/5000 148/148 [==============================] - 0s 68us/step - loss: 7796.8318 - mean_absolute_error: 67.3920 - val_loss: 16828.8564 - val_mean_absolute_error: 111.0802 Epoch 4171/5000 148/148 [==============================] - 0s 74us/step - loss: 7794.2668 - mean_absolute_error: 67.3785 - val_loss: 16822.4293 - val_mean_absolute_error: 111.0544 Epoch 4172/5000 148/148 [==============================] - 0s 68us/step - loss: 7791.8360 - mean_absolute_error: 67.3616 - val_loss: 16817.5486 - val_mean_absolute_error: 111.0347 Epoch 4173/5000 148/148 [==============================] - 0s 74us/step - loss: 7791.0230 - mean_absolute_error: 67.3343 - val_loss: 16813.6322 - val_mean_absolute_error: 111.0187 Epoch 4174/5000 148/148 [==============================] - 0s 74us/step - loss: 7789.2927 - mean_absolute_error: 67.2974 - val_loss: 16808.1464 - val_mean_absolute_error: 110.9964 Epoch 4175/5000 148/148 [==============================] - 0s 88us/step - loss: 7785.4242 - mean_absolute_error: 67.2605 - val_loss: 16801.2856 - val_mean_absolute_error: 110.9686 Epoch 4176/5000 148/148 [==============================] - 0s 68us/step - loss: 7783.0617 - mean_absolute_error: 67.2376 - val_loss: 16796.1582 - val_mean_absolute_error: 110.9485 Epoch 4177/5000 148/148 [==============================] - 0s 81us/step - loss: 7781.2081 - mean_absolute_error: 67.2230 - val_loss: 16790.6061 - val_mean_absolute_error: 110.9289 Epoch 4178/5000 148/148 [==============================] - 0s 74us/step - loss: 7778.6968 - mean_absolute_error: 67.2055 - val_loss: 16785.6232 - val_mean_absolute_error: 110.9105 Epoch 4179/5000 148/148 [==============================] - 0s 81us/step - loss: 7776.6740 - mean_absolute_error: 67.1939 - val_loss: 16780.0116 - val_mean_absolute_error: 110.8900 Epoch 4180/5000 148/148 [==============================] - 0s 68us/step - loss: 7774.1167 - mean_absolute_error: 67.1793 - val_loss: 16774.0817 - val_mean_absolute_error: 110.8682 Epoch 4181/5000 148/148 [==============================] - 0s 81us/step - loss: 7771.9315 - mean_absolute_error: 67.1747 - val_loss: 16767.1093 - val_mean_absolute_error: 110.8422 Epoch 4182/5000 148/148 [==============================] - 0s 81us/step - loss: 7768.9674 - mean_absolute_error: 67.1696 - val_loss: 16761.4049 - val_mean_absolute_error: 110.8204 Epoch 4183/5000 148/148 [==============================] - 0s 61us/step - loss: 7767.3845 - mean_absolute_error: 67.1545 - val_loss: 16755.9323 - val_mean_absolute_error: 110.7994 Epoch 4184/5000 148/148 [==============================] - 0s 67us/step - loss: 7762.4687 - mean_absolute_error: 67.1528 - val_loss: 16749.6159 - val_mean_absolute_error: 110.7736 Epoch 4185/5000 148/148 [==============================] - 0s 68us/step - loss: 7762.0512 - mean_absolute_error: 67.1724 - val_loss: 16742.8768 - val_mean_absolute_error: 110.7468 Epoch 4186/5000 148/148 [==============================] - 0s 68us/step - loss: 7758.5405 - mean_absolute_error: 67.1697 - val_loss: 16736.2675 - val_mean_absolute_error: 110.7200 Epoch 4187/5000 148/148 [==============================] - 0s 81us/step - loss: 7756.0564 - mean_absolute_error: 67.1648 - val_loss: 16729.9822 - val_mean_absolute_error: 110.6951 Epoch 4188/5000 148/148 [==============================] - 0s 68us/step - loss: 7753.6592 - mean_absolute_error: 67.1489 - val_loss: 16723.6400 - val_mean_absolute_error: 110.6706 Epoch 4189/5000 148/148 [==============================] - 0s 81us/step - loss: 7752.0603 - mean_absolute_error: 67.1273 - val_loss: 16720.1489 - val_mean_absolute_error: 110.6568 Epoch 4190/5000 148/148 [==============================] - 0s 61us/step - loss: 7748.8977 - mean_absolute_error: 67.1034 - val_loss: 16715.2594 - val_mean_absolute_error: 110.6383 Epoch 4191/5000 148/148 [==============================] - 0s 68us/step - loss: 7746.7298 - mean_absolute_error: 67.0824 - val_loss: 16710.2098 - val_mean_absolute_error: 110.6170 Epoch 4192/5000 148/148 [==============================] - 0s 74us/step - loss: 7744.4619 - mean_absolute_error: 67.0519 - val_loss: 16703.9412 - val_mean_absolute_error: 110.5909 Epoch 4193/5000 148/148 [==============================] - 0s 68us/step - loss: 7741.7281 - mean_absolute_error: 67.0266 - val_loss: 16697.8561 - val_mean_absolute_error: 110.5635 Epoch 4194/5000 148/148 [==============================] - 0s 68us/step - loss: 7738.8511 - mean_absolute_error: 67.0031 - val_loss: 16692.3136 - val_mean_absolute_error: 110.5380 Epoch 4195/5000 148/148 [==============================] - 0s 81us/step - loss: 7736.9050 - mean_absolute_error: 66.9767 - val_loss: 16687.6955 - val_mean_absolute_error: 110.5206 Epoch 4196/5000 148/148 [==============================] - 0s 95us/step - loss: 7734.7080 - mean_absolute_error: 66.9491 - val_loss: 16683.4466 - val_mean_absolute_error: 110.5024 Epoch 4197/5000 148/148 [==============================] - 0s 81us/step - loss: 7732.4890 - mean_absolute_error: 66.9240 - val_loss: 16679.1460 - val_mean_absolute_error: 110.4842 Epoch 4198/5000 148/148 [==============================] - 0s 74us/step - loss: 7730.7163 - mean_absolute_error: 66.9068 - val_loss: 16674.3221 - val_mean_absolute_error: 110.4646 Epoch 4199/5000 148/148 [==============================] - 0s 74us/step - loss: 7727.9801 - mean_absolute_error: 66.8858 - val_loss: 16667.7817 - val_mean_absolute_error: 110.4382 Epoch 4200/5000 148/148 [==============================] - 0s 74us/step - loss: 7725.5476 - mean_absolute_error: 66.8672 - val_loss: 16660.9575 - val_mean_absolute_error: 110.4105 Epoch 4201/5000 148/148 [==============================] - 0s 74us/step - loss: 7723.0216 - mean_absolute_error: 66.8447 - val_loss: 16654.5255 - val_mean_absolute_error: 110.3843 Epoch 4202/5000 148/148 [==============================] - 0s 68us/step - loss: 7720.1641 - mean_absolute_error: 66.8185 - val_loss: 16648.5448 - val_mean_absolute_error: 110.3604 Epoch 4203/5000 148/148 [==============================] - 0s 81us/step - loss: 7717.4853 - mean_absolute_error: 66.7942 - val_loss: 16642.3743 - val_mean_absolute_error: 110.3338 Epoch 4204/5000 148/148 [==============================] - 0s 74us/step - loss: 7715.9710 - mean_absolute_error: 66.7635 - val_loss: 16635.6030 - val_mean_absolute_error: 110.3054 Epoch 4205/5000 148/148 [==============================] - 0s 81us/step - loss: 7713.3598 - mean_absolute_error: 66.7421 - val_loss: 16629.9612 - val_mean_absolute_error: 110.2810 Epoch 4206/5000 148/148 [==============================] - 0s 68us/step - loss: 7710.9156 - mean_absolute_error: 66.7244 - val_loss: 16622.1934 - val_mean_absolute_error: 110.2490 Epoch 4207/5000 148/148 [==============================] - 0s 81us/step - loss: 7707.9502 - mean_absolute_error: 66.7054 - val_loss: 16615.6255 - val_mean_absolute_error: 110.2217 Epoch 4208/5000 148/148 [==============================] - 0s 68us/step - loss: 7705.5950 - mean_absolute_error: 66.6913 - val_loss: 16608.8859 - val_mean_absolute_error: 110.1941 Epoch 4209/5000 148/148 [==============================] - 0s 81us/step - loss: 7702.9346 - mean_absolute_error: 66.6781 - val_loss: 16603.9362 - val_mean_absolute_error: 110.1732 Epoch 4210/5000 148/148 [==============================] - 0s 74us/step - loss: 7700.8926 - mean_absolute_error: 66.6693 - val_loss: 16599.0773 - val_mean_absolute_error: 110.1539 Epoch 4211/5000 148/148 [==============================] - 0s 68us/step - loss: 7698.7400 - mean_absolute_error: 66.6573 - val_loss: 16594.7455 - val_mean_absolute_error: 110.1362 Epoch 4212/5000 148/148 [==============================] - 0s 74us/step - loss: 7696.7425 - mean_absolute_error: 66.6413 - val_loss: 16590.0176 - val_mean_absolute_error: 110.1164 Epoch 4213/5000 148/148 [==============================] - 0s 61us/step - loss: 7694.4261 - mean_absolute_error: 66.6222 - val_loss: 16583.0826 - val_mean_absolute_error: 110.0914 Epoch 4214/5000 148/148 [==============================] - 0s 81us/step - loss: 7693.1073 - mean_absolute_error: 66.6041 - val_loss: 16575.2798 - val_mean_absolute_error: 110.0626 Epoch 4215/5000 148/148 [==============================] - 0s 68us/step - loss: 7690.2535 - mean_absolute_error: 66.5865 - val_loss: 16567.8425 - val_mean_absolute_error: 110.0382 Epoch 4216/5000 148/148 [==============================] - 0s 81us/step - loss: 7688.3517 - mean_absolute_error: 66.5702 - val_loss: 16561.3121 - val_mean_absolute_error: 110.0145 Epoch 4217/5000 148/148 [==============================] - 0s 74us/step - loss: 7685.9061 - mean_absolute_error: 66.5507 - val_loss: 16555.0736 - val_mean_absolute_error: 109.9920 Epoch 4218/5000 148/148 [==============================] - 0s 81us/step - loss: 7684.0388 - mean_absolute_error: 66.5404 - val_loss: 16549.9017 - val_mean_absolute_error: 109.9737 Epoch 4219/5000 148/148 [==============================] - 0s 74us/step - loss: 7681.4501 - mean_absolute_error: 66.5254 - val_loss: 16543.2920 - val_mean_absolute_error: 109.9534 Epoch 4220/5000 148/148 [==============================] - 0s 68us/step - loss: 7678.4433 - mean_absolute_error: 66.5149 - val_loss: 16536.8755 - val_mean_absolute_error: 109.9292 Epoch 4221/5000 148/148 [==============================] - 0s 74us/step - loss: 7676.5791 - mean_absolute_error: 66.5075 - val_loss: 16531.2445 - val_mean_absolute_error: 109.9041 Epoch 4222/5000 148/148 [==============================] - 0s 74us/step - loss: 7674.4134 - mean_absolute_error: 66.4865 - val_loss: 16527.0750 - val_mean_absolute_error: 109.8868 Epoch 4223/5000 148/148 [==============================] - 0s 74us/step - loss: 7671.7898 - mean_absolute_error: 66.4646 - val_loss: 16522.1741 - val_mean_absolute_error: 109.8671 Epoch 4224/5000 148/148 [==============================] - 0s 74us/step - loss: 7669.9534 - mean_absolute_error: 66.4397 - val_loss: 16518.4755 - val_mean_absolute_error: 109.8524 Epoch 4225/5000 148/148 [==============================] - 0s 74us/step - loss: 7668.1538 - mean_absolute_error: 66.4217 - val_loss: 16513.6474 - val_mean_absolute_error: 109.8339 Epoch 4226/5000 148/148 [==============================] - 0s 81us/step - loss: 7667.1379 - mean_absolute_error: 66.4157 - val_loss: 16508.1919 - val_mean_absolute_error: 109.8167 Epoch 4227/5000 148/148 [==============================] - 0s 68us/step - loss: 7664.1573 - mean_absolute_error: 66.4022 - val_loss: 16503.1227 - val_mean_absolute_error: 109.7985 Epoch 4228/5000 148/148 [==============================] - 0s 81us/step - loss: 7662.1987 - mean_absolute_error: 66.3927 - val_loss: 16496.7442 - val_mean_absolute_error: 109.7745 Epoch 4229/5000 148/148 [==============================] - 0s 74us/step - loss: 7659.6798 - mean_absolute_error: 66.3803 - val_loss: 16489.8640 - val_mean_absolute_error: 109.7472 Epoch 4230/5000 148/148 [==============================] - 0s 68us/step - loss: 7657.1389 - mean_absolute_error: 66.3691 - val_loss: 16484.0180 - val_mean_absolute_error: 109.7242 Epoch 4231/5000 148/148 [==============================] - 0s 81us/step - loss: 7655.4082 - mean_absolute_error: 66.3532 - val_loss: 16479.6786 - val_mean_absolute_error: 109.7068 Epoch 4232/5000 148/148 [==============================] - 0s 68us/step - loss: 7653.2572 - mean_absolute_error: 66.3312 - val_loss: 16474.4846 - val_mean_absolute_error: 109.6874 Epoch 4233/5000 148/148 [==============================] - 0s 81us/step - loss: 7650.6367 - mean_absolute_error: 66.3152 - val_loss: 16468.7339 - val_mean_absolute_error: 109.6654 Epoch 4234/5000 148/148 [==============================] - 0s 61us/step - loss: 7648.8523 - mean_absolute_error: 66.2977 - val_loss: 16464.0638 - val_mean_absolute_error: 109.6439 Epoch 4235/5000 148/148 [==============================] - 0s 74us/step - loss: 7646.1611 - mean_absolute_error: 66.2777 - val_loss: 16459.3435 - val_mean_absolute_error: 109.6238 Epoch 4236/5000 148/148 [==============================] - 0s 74us/step - loss: 7644.9497 - mean_absolute_error: 66.2618 - val_loss: 16454.7826 - val_mean_absolute_error: 109.6036 Epoch 4237/5000 148/148 [==============================] - 0s 74us/step - loss: 7642.6793 - mean_absolute_error: 66.2417 - val_loss: 16448.9797 - val_mean_absolute_error: 109.5794 Epoch 4238/5000 148/148 [==============================] - 0s 74us/step - loss: 7639.5159 - mean_absolute_error: 66.2230 - val_loss: 16442.3794 - val_mean_absolute_error: 109.5520 Epoch 4239/5000 148/148 [==============================] - 0s 74us/step - loss: 7637.1518 - mean_absolute_error: 66.2049 - val_loss: 16435.1725 - val_mean_absolute_error: 109.5217 Epoch 4240/5000 148/148 [==============================] - 0s 81us/step - loss: 7634.6024 - mean_absolute_error: 66.1871 - val_loss: 16426.7125 - val_mean_absolute_error: 109.4868 Epoch 4241/5000 148/148 [==============================] - 0s 61us/step - loss: 7631.7776 - mean_absolute_error: 66.1714 - val_loss: 16419.4528 - val_mean_absolute_error: 109.4568 Epoch 4242/5000 148/148 [==============================] - 0s 81us/step - loss: 7629.0361 - mean_absolute_error: 66.1593 - val_loss: 16413.3055 - val_mean_absolute_error: 109.4333 Epoch 4243/5000 148/148 [==============================] - 0s 74us/step - loss: 7627.4291 - mean_absolute_error: 66.1424 - val_loss: 16407.9795 - val_mean_absolute_error: 109.4103 Epoch 4244/5000 148/148 [==============================] - 0s 81us/step - loss: 7624.6483 - mean_absolute_error: 66.1087 - val_loss: 16403.5111 - val_mean_absolute_error: 109.3933 Epoch 4245/5000 148/148 [==============================] - 0s 68us/step - loss: 7622.6514 - mean_absolute_error: 66.0860 - val_loss: 16398.3132 - val_mean_absolute_error: 109.3735 Epoch 4246/5000 148/148 [==============================] - 0s 81us/step - loss: 7620.3814 - mean_absolute_error: 66.0676 - val_loss: 16393.5850 - val_mean_absolute_error: 109.3557 Epoch 4247/5000 148/148 [==============================] - 0s 74us/step - loss: 7618.2003 - mean_absolute_error: 66.0594 - val_loss: 16386.8503 - val_mean_absolute_error: 109.3274 Epoch 4248/5000 148/148 [==============================] - 0s 74us/step - loss: 7615.0496 - mean_absolute_error: 66.0659 - val_loss: 16380.1569 - val_mean_absolute_error: 109.2995 Epoch 4249/5000 148/148 [==============================] - 0s 68us/step - loss: 7611.5661 - mean_absolute_error: 66.0653 - val_loss: 16375.4895 - val_mean_absolute_error: 109.2786 Epoch 4250/5000 148/148 [==============================] - 0s 74us/step - loss: 7608.2929 - mean_absolute_error: 66.0601 - val_loss: 16370.4159 - val_mean_absolute_error: 109.2569 Epoch 4251/5000 148/148 [==============================] - 0s 74us/step - loss: 7605.8944 - mean_absolute_error: 66.0520 - val_loss: 16365.2502 - val_mean_absolute_error: 109.2343 Epoch 4252/5000 148/148 [==============================] - 0s 68us/step - loss: 7604.0632 - mean_absolute_error: 66.0448 - val_loss: 16360.1353 - val_mean_absolute_error: 109.2116 Epoch 4253/5000 148/148 [==============================] - 0s 74us/step - loss: 7602.2735 - mean_absolute_error: 66.0287 - val_loss: 16355.9296 - val_mean_absolute_error: 109.1940 Epoch 4254/5000 148/148 [==============================] - 0s 74us/step - loss: 7601.4213 - mean_absolute_error: 66.0125 - val_loss: 16350.9320 - val_mean_absolute_error: 109.1738 Epoch 4255/5000 148/148 [==============================] - 0s 74us/step - loss: 7598.3367 - mean_absolute_error: 65.9917 - val_loss: 16346.1090 - val_mean_absolute_error: 109.1533 Epoch 4256/5000 148/148 [==============================] - 0s 61us/step - loss: 7596.1724 - mean_absolute_error: 65.9779 - val_loss: 16340.3601 - val_mean_absolute_error: 109.1285 Epoch 4257/5000 148/148 [==============================] - 0s 81us/step - loss: 7594.2321 - mean_absolute_error: 65.9636 - val_loss: 16334.4241 - val_mean_absolute_error: 109.1010 Epoch 4258/5000 148/148 [==============================] - 0s 74us/step - loss: 7591.3837 - mean_absolute_error: 65.9477 - val_loss: 16328.0307 - val_mean_absolute_error: 109.0717 Epoch 4259/5000 148/148 [==============================] - 0s 74us/step - loss: 7589.0096 - mean_absolute_error: 65.9347 - val_loss: 16321.9543 - val_mean_absolute_error: 109.0377 Epoch 4260/5000 148/148 [==============================] - 0s 68us/step - loss: 7586.5172 - mean_absolute_error: 65.9152 - val_loss: 16315.4555 - val_mean_absolute_error: 109.0061 Epoch 4261/5000 148/148 [==============================] - 0s 74us/step - loss: 7583.2680 - mean_absolute_error: 65.8914 - val_loss: 16308.3138 - val_mean_absolute_error: 108.9738 Epoch 4262/5000 148/148 [==============================] - 0s 88us/step - loss: 7580.6696 - mean_absolute_error: 65.8753 - val_loss: 16301.2186 - val_mean_absolute_error: 108.9436 Epoch 4263/5000 148/148 [==============================] - 0s 74us/step - loss: 7578.0252 - mean_absolute_error: 65.8550 - val_loss: 16294.8167 - val_mean_absolute_error: 108.9168 Epoch 4264/5000 148/148 [==============================] - 0s 74us/step - loss: 7575.5203 - mean_absolute_error: 65.8368 - val_loss: 16288.3492 - val_mean_absolute_error: 108.8906 Epoch 4265/5000 148/148 [==============================] - 0s 68us/step - loss: 7573.1119 - mean_absolute_error: 65.8186 - val_loss: 16282.2246 - val_mean_absolute_error: 108.8668 Epoch 4266/5000 148/148 [==============================] - 0s 74us/step - loss: 7571.1459 - mean_absolute_error: 65.7975 - val_loss: 16277.4607 - val_mean_absolute_error: 108.8458 Epoch 4267/5000 148/148 [==============================] - 0s 74us/step - loss: 7569.1708 - mean_absolute_error: 65.7677 - val_loss: 16272.5307 - val_mean_absolute_error: 108.8237 Epoch 4268/5000 148/148 [==============================] - 0s 74us/step - loss: 7567.0450 - mean_absolute_error: 65.7448 - val_loss: 16266.5366 - val_mean_absolute_error: 108.8042 Epoch 4269/5000 148/148 [==============================] - 0s 74us/step - loss: 7564.6358 - mean_absolute_error: 65.7231 - val_loss: 16261.5645 - val_mean_absolute_error: 108.7882 Epoch 4270/5000 148/148 [==============================] - 0s 68us/step - loss: 7564.9482 - mean_absolute_error: 65.6982 - val_loss: 16255.4488 - val_mean_absolute_error: 108.7728 Epoch 4271/5000 148/148 [==============================] - 0s 74us/step - loss: 7562.0833 - mean_absolute_error: 65.6691 - val_loss: 16249.3564 - val_mean_absolute_error: 108.7532 Epoch 4272/5000 148/148 [==============================] - 0s 68us/step - loss: 7560.8800 - mean_absolute_error: 65.6541 - val_loss: 16243.5014 - val_mean_absolute_error: 108.7313 Epoch 4273/5000 148/148 [==============================] - 0s 68us/step - loss: 7558.2176 - mean_absolute_error: 65.6365 - val_loss: 16237.1761 - val_mean_absolute_error: 108.7082 Epoch 4274/5000 148/148 [==============================] - 0s 68us/step - loss: 7556.2236 - mean_absolute_error: 65.6206 - val_loss: 16231.7670 - val_mean_absolute_error: 108.6856 Epoch 4275/5000 148/148 [==============================] - 0s 81us/step - loss: 7554.4660 - mean_absolute_error: 65.6031 - val_loss: 16228.2229 - val_mean_absolute_error: 108.6698 Epoch 4276/5000 148/148 [==============================] - 0s 68us/step - loss: 7552.2780 - mean_absolute_error: 65.5880 - val_loss: 16225.0613 - val_mean_absolute_error: 108.6600 Epoch 4277/5000 148/148 [==============================] - 0s 88us/step - loss: 7550.4804 - mean_absolute_error: 65.5775 - val_loss: 16222.8546 - val_mean_absolute_error: 108.6537 Epoch 4278/5000 148/148 [==============================] - 0s 68us/step - loss: 7550.6819 - mean_absolute_error: 65.5726 - val_loss: 16219.0894 - val_mean_absolute_error: 108.6395 Epoch 4279/5000 148/148 [==============================] - 0s 74us/step - loss: 7544.5796 - mean_absolute_error: 65.5817 - val_loss: 16208.8374 - val_mean_absolute_error: 108.6045 Epoch 4280/5000 148/148 [==============================] - 0s 81us/step - loss: 7541.2602 - mean_absolute_error: 65.6321 - val_loss: 16200.0477 - val_mean_absolute_error: 108.5724 Epoch 4281/5000 148/148 [==============================] - 0s 74us/step - loss: 7540.8654 - mean_absolute_error: 65.6455 - val_loss: 16190.8347 - val_mean_absolute_error: 108.5371 Epoch 4282/5000 148/148 [==============================] - 0s 74us/step - loss: 7535.6647 - mean_absolute_error: 65.6473 - val_loss: 16182.7712 - val_mean_absolute_error: 108.5086 Epoch 4283/5000 148/148 [==============================] - 0s 81us/step - loss: 7533.2887 - mean_absolute_error: 65.6479 - val_loss: 16175.2995 - val_mean_absolute_error: 108.4812 Epoch 4284/5000 148/148 [==============================] - 0s 74us/step - loss: 7530.4803 - mean_absolute_error: 65.6342 - val_loss: 16167.6029 - val_mean_absolute_error: 108.4543 Epoch 4285/5000 148/148 [==============================] - 0s 74us/step - loss: 7528.4644 - mean_absolute_error: 65.6205 - val_loss: 16160.1521 - val_mean_absolute_error: 108.4256 Epoch 4286/5000 148/148 [==============================] - 0s 68us/step - loss: 7525.9158 - mean_absolute_error: 65.6097 - val_loss: 16151.9834 - val_mean_absolute_error: 108.3924 Epoch 4287/5000 148/148 [==============================] - 0s 74us/step - loss: 7522.9914 - mean_absolute_error: 65.5968 - val_loss: 16144.2819 - val_mean_absolute_error: 108.3599 Epoch 4288/5000 148/148 [==============================] - 0s 68us/step - loss: 7520.5185 - mean_absolute_error: 65.5835 - val_loss: 16137.8200 - val_mean_absolute_error: 108.3325 Epoch 4289/5000 148/148 [==============================] - 0s 81us/step - loss: 7517.6325 - mean_absolute_error: 65.5610 - val_loss: 16132.6334 - val_mean_absolute_error: 108.3110 Epoch 4290/5000 148/148 [==============================] - 0s 68us/step - loss: 7517.6939 - mean_absolute_error: 65.5462 - val_loss: 16128.9585 - val_mean_absolute_error: 108.2940 Epoch 4291/5000 148/148 [==============================] - 0s 81us/step - loss: 7514.4742 - mean_absolute_error: 65.5189 - val_loss: 16126.1911 - val_mean_absolute_error: 108.2827 Epoch 4292/5000 148/148 [==============================] - 0s 68us/step - loss: 7512.5687 - mean_absolute_error: 65.5041 - val_loss: 16123.6861 - val_mean_absolute_error: 108.2712 Epoch 4293/5000 148/148 [==============================] - 0s 74us/step - loss: 7511.2428 - mean_absolute_error: 65.4852 - val_loss: 16121.0561 - val_mean_absolute_error: 108.2596 Epoch 4294/5000 148/148 [==============================] - 0s 68us/step - loss: 7509.5176 - mean_absolute_error: 65.4620 - val_loss: 16117.8411 - val_mean_absolute_error: 108.2448 Epoch 4295/5000 148/148 [==============================] - 0s 68us/step - loss: 7507.5908 - mean_absolute_error: 65.4432 - val_loss: 16113.5759 - val_mean_absolute_error: 108.2236 Epoch 4296/5000 148/148 [==============================] - 0s 81us/step - loss: 7506.4168 - mean_absolute_error: 65.4268 - val_loss: 16108.3389 - val_mean_absolute_error: 108.1984 Epoch 4297/5000 148/148 [==============================] - 0s 74us/step - loss: 7504.3843 - mean_absolute_error: 65.4018 - val_loss: 16102.0416 - val_mean_absolute_error: 108.1704 Epoch 4298/5000 148/148 [==============================] - 0s 68us/step - loss: 7501.0598 - mean_absolute_error: 65.3831 - val_loss: 16094.1973 - val_mean_absolute_error: 108.1432 Epoch 4299/5000 148/148 [==============================] - 0s 81us/step - loss: 7499.2831 - mean_absolute_error: 65.3759 - val_loss: 16087.1180 - val_mean_absolute_error: 108.1178 Epoch 4300/5000 148/148 [==============================] - 0s 74us/step - loss: 7496.1654 - mean_absolute_error: 65.3647 - val_loss: 16080.2363 - val_mean_absolute_error: 108.0908 Epoch 4301/5000 148/148 [==============================] - 0s 81us/step - loss: 7493.2103 - mean_absolute_error: 65.3441 - val_loss: 16074.4078 - val_mean_absolute_error: 108.0674 Epoch 4302/5000 148/148 [==============================] - 0s 74us/step - loss: 7491.7455 - mean_absolute_error: 65.3250 - val_loss: 16068.1843 - val_mean_absolute_error: 108.0451 Epoch 4303/5000 148/148 [==============================] - 0s 68us/step - loss: 7489.8146 - mean_absolute_error: 65.3095 - val_loss: 16062.4950 - val_mean_absolute_error: 108.0244 Epoch 4304/5000 148/148 [==============================] - 0s 74us/step - loss: 7487.8332 - mean_absolute_error: 65.2963 - val_loss: 16056.4854 - val_mean_absolute_error: 108.0001 Epoch 4305/5000 148/148 [==============================] - 0s 68us/step - loss: 7486.0505 - mean_absolute_error: 65.2749 - val_loss: 16050.4250 - val_mean_absolute_error: 107.9737 Epoch 4306/5000 148/148 [==============================] - 0s 81us/step - loss: 7483.4169 - mean_absolute_error: 65.2443 - val_loss: 16044.5434 - val_mean_absolute_error: 107.9465 Epoch 4307/5000 148/148 [==============================] - 0s 74us/step - loss: 7483.9888 - mean_absolute_error: 65.2184 - val_loss: 16038.4782 - val_mean_absolute_error: 107.9183 Epoch 4308/5000 148/148 [==============================] - 0s 68us/step - loss: 7480.5293 - mean_absolute_error: 65.1883 - val_loss: 16033.2194 - val_mean_absolute_error: 107.8938 Epoch 4309/5000 148/148 [==============================] - 0s 74us/step - loss: 7478.3789 - mean_absolute_error: 65.1625 - val_loss: 16028.7995 - val_mean_absolute_error: 107.8749 Epoch 4310/5000 148/148 [==============================] - 0s 74us/step - loss: 7476.7690 - mean_absolute_error: 65.1461 - val_loss: 16023.4362 - val_mean_absolute_error: 107.8544 Epoch 4311/5000 148/148 [==============================] - 0s 81us/step - loss: 7474.7400 - mean_absolute_error: 65.1325 - val_loss: 16018.6401 - val_mean_absolute_error: 107.8345 Epoch 4312/5000 148/148 [==============================] - 0s 68us/step - loss: 7472.9704 - mean_absolute_error: 65.1150 - val_loss: 16015.0316 - val_mean_absolute_error: 107.8147 Epoch 4313/5000 148/148 [==============================] - 0s 81us/step - loss: 7471.5936 - mean_absolute_error: 65.0962 - val_loss: 16011.1564 - val_mean_absolute_error: 107.7978 Epoch 4314/5000 148/148 [==============================] - 0s 74us/step - loss: 7468.6747 - mean_absolute_error: 65.0785 - val_loss: 16007.1859 - val_mean_absolute_error: 107.7818 Epoch 4315/5000 148/148 [==============================] - 0s 81us/step - loss: 7466.7451 - mean_absolute_error: 65.0687 - val_loss: 16003.3822 - val_mean_absolute_error: 107.7681 Epoch 4316/5000 148/148 [==============================] - 0s 68us/step - loss: 7464.8815 - mean_absolute_error: 65.0590 - val_loss: 15999.4773 - val_mean_absolute_error: 107.7544 Epoch 4317/5000 148/148 [==============================] - 0s 68us/step - loss: 7462.9661 - mean_absolute_error: 65.0506 - val_loss: 15994.4097 - val_mean_absolute_error: 107.7356 Epoch 4318/5000 148/148 [==============================] - 0s 74us/step - loss: 7460.0640 - mean_absolute_error: 65.0382 - val_loss: 15990.1214 - val_mean_absolute_error: 107.7164 Epoch 4319/5000 148/148 [==============================] - 0s 68us/step - loss: 7459.7818 - mean_absolute_error: 65.0198 - val_loss: 15986.6746 - val_mean_absolute_error: 107.6999 Epoch 4320/5000 148/148 [==============================] - 0s 81us/step - loss: 7449.7809 - mean_absolute_error: 65.0134 - val_loss: 15978.3633 - val_mean_absolute_error: 107.6699 Epoch 4321/5000 148/148 [==============================] - 0s 68us/step - loss: 7458.0873 - mean_absolute_error: 65.1250 - val_loss: 15966.4704 - val_mean_absolute_error: 107.6288 Epoch 4322/5000 148/148 [==============================] - 0s 68us/step - loss: 7447.2957 - mean_absolute_error: 65.1589 - val_loss: 15957.7816 - val_mean_absolute_error: 107.5958 Epoch 4323/5000 148/148 [==============================] - 0s 74us/step - loss: 7448.3180 - mean_absolute_error: 65.1976 - val_loss: 15950.5725 - val_mean_absolute_error: 107.5707 Epoch 4324/5000 148/148 [==============================] - 0s 68us/step - loss: 7447.6292 - mean_absolute_error: 65.2212 - val_loss: 15943.0567 - val_mean_absolute_error: 107.5446 Epoch 4325/5000 148/148 [==============================] - 0s 74us/step - loss: 7443.7910 - mean_absolute_error: 65.2190 - val_loss: 15937.9452 - val_mean_absolute_error: 107.5268 Epoch 4326/5000 148/148 [==============================] - 0s 74us/step - loss: 7441.6426 - mean_absolute_error: 65.2072 - val_loss: 15932.9891 - val_mean_absolute_error: 107.5064 Epoch 4327/5000 148/148 [==============================] - 0s 68us/step - loss: 7439.4753 - mean_absolute_error: 65.1906 - val_loss: 15927.4746 - val_mean_absolute_error: 107.4814 Epoch 4328/5000 148/148 [==============================] - 0s 81us/step - loss: 7437.5124 - mean_absolute_error: 65.1726 - val_loss: 15921.8138 - val_mean_absolute_error: 107.4554 Epoch 4329/5000 148/148 [==============================] - 0s 74us/step - loss: 7435.2441 - mean_absolute_error: 65.1527 - val_loss: 15915.7029 - val_mean_absolute_error: 107.4288 Epoch 4330/5000 148/148 [==============================] - 0s 74us/step - loss: 7435.3461 - mean_absolute_error: 65.1356 - val_loss: 15909.2405 - val_mean_absolute_error: 107.3989 Epoch 4331/5000 148/148 [==============================] - 0s 68us/step - loss: 7431.3642 - mean_absolute_error: 65.1197 - val_loss: 15901.5026 - val_mean_absolute_error: 107.3650 Epoch 4332/5000 148/148 [==============================] - 0s 81us/step - loss: 7427.8154 - mean_absolute_error: 65.1282 - val_loss: 15895.1586 - val_mean_absolute_error: 107.3363 Epoch 4333/5000 148/148 [==============================] - 0s 68us/step - loss: 7426.0882 - mean_absolute_error: 65.1168 - val_loss: 15888.5975 - val_mean_absolute_error: 107.3022 Epoch 4334/5000 148/148 [==============================] - 0s 74us/step - loss: 7423.6583 - mean_absolute_error: 65.1007 - val_loss: 15881.8970 - val_mean_absolute_error: 107.2721 Epoch 4335/5000 148/148 [==============================] - 0s 68us/step - loss: 7422.5704 - mean_absolute_error: 65.1335 - val_loss: 15872.5693 - val_mean_absolute_error: 107.2373 Epoch 4336/5000 148/148 [==============================] - 0s 74us/step - loss: 7418.7088 - mean_absolute_error: 65.1582 - val_loss: 15865.2127 - val_mean_absolute_error: 107.2080 Epoch 4337/5000 148/148 [==============================] - 0s 68us/step - loss: 7414.6300 - mean_absolute_error: 65.1665 - val_loss: 15857.3944 - val_mean_absolute_error: 107.1760 Epoch 4338/5000 148/148 [==============================] - 0s 81us/step - loss: 7420.8940 - mean_absolute_error: 65.2423 - val_loss: 15848.9296 - val_mean_absolute_error: 107.1406 Epoch 4339/5000 148/148 [==============================] - 0s 68us/step - loss: 7419.8442 - mean_absolute_error: 65.2767 - val_loss: 15842.1279 - val_mean_absolute_error: 107.1104 Epoch 4340/5000 148/148 [==============================] - 0s 74us/step - loss: 7418.8213 - mean_absolute_error: 65.2872 - val_loss: 15835.5570 - val_mean_absolute_error: 107.0809 Epoch 4341/5000 148/148 [==============================] - 0s 68us/step - loss: 7427.2446 - mean_absolute_error: 65.3504 - val_loss: 15825.0302 - val_mean_absolute_error: 107.0384 Epoch 4342/5000 148/148 [==============================] - 0s 74us/step - loss: 7419.7784 - mean_absolute_error: 65.3530 - val_loss: 15819.0227 - val_mean_absolute_error: 107.0111 Epoch 4343/5000 148/148 [==============================] - 0s 68us/step - loss: 7417.9794 - mean_absolute_error: 65.3420 - val_loss: 15813.2522 - val_mean_absolute_error: 106.9844 Epoch 4344/5000 148/148 [==============================] - 0s 74us/step - loss: 7415.2084 - mean_absolute_error: 65.3052 - val_loss: 15809.7713 - val_mean_absolute_error: 106.9642 Epoch 4345/5000 148/148 [==============================] - 0s 68us/step - loss: 7411.0860 - mean_absolute_error: 65.2574 - val_loss: 15805.6266 - val_mean_absolute_error: 106.9423 Epoch 4346/5000 148/148 [==============================] - 0s 74us/step - loss: 7407.1749 - mean_absolute_error: 65.2169 - val_loss: 15801.1524 - val_mean_absolute_error: 106.9200 Epoch 4347/5000 148/148 [==============================] - 0s 68us/step - loss: 7403.2413 - mean_absolute_error: 65.1745 - val_loss: 15796.7948 - val_mean_absolute_error: 106.9006 Epoch 4348/5000 148/148 [==============================] - 0s 74us/step - loss: 7399.8661 - mean_absolute_error: 65.1383 - val_loss: 15791.9291 - val_mean_absolute_error: 106.8800 Epoch 4349/5000 148/148 [==============================] - 0s 74us/step - loss: 7397.8499 - mean_absolute_error: 65.1067 - val_loss: 15786.9143 - val_mean_absolute_error: 106.8575 Epoch 4350/5000 148/148 [==============================] - 0s 74us/step - loss: 7396.4017 - mean_absolute_error: 65.0790 - val_loss: 15782.1707 - val_mean_absolute_error: 106.8368 Epoch 4351/5000 148/148 [==============================] - 0s 74us/step - loss: 7391.1148 - mean_absolute_error: 65.0739 - val_loss: 15774.4946 - val_mean_absolute_error: 106.8078 Epoch 4352/5000 148/148 [==============================] - 0s 74us/step - loss: 7393.1204 - mean_absolute_error: 65.1052 - val_loss: 15767.8770 - val_mean_absolute_error: 106.7817 Epoch 4353/5000 148/148 [==============================] - 0s 74us/step - loss: 7393.4219 - mean_absolute_error: 65.1183 - val_loss: 15762.5068 - val_mean_absolute_error: 106.7655 Epoch 4354/5000 148/148 [==============================] - 0s 74us/step - loss: 7392.1078 - mean_absolute_error: 65.1157 - val_loss: 15759.0821 - val_mean_absolute_error: 106.7549 Epoch 4355/5000 148/148 [==============================] - 0s 74us/step - loss: 7389.5687 - mean_absolute_error: 65.0996 - val_loss: 15755.7692 - val_mean_absolute_error: 106.7413 Epoch 4356/5000 148/148 [==============================] - 0s 74us/step - loss: 7387.2060 - mean_absolute_error: 65.0802 - val_loss: 15752.6750 - val_mean_absolute_error: 106.7230 Epoch 4357/5000 148/148 [==============================] - 0s 74us/step - loss: 7384.4372 - mean_absolute_error: 65.0581 - val_loss: 15747.5954 - val_mean_absolute_error: 106.6979 Epoch 4358/5000 148/148 [==============================] - 0s 68us/step - loss: 7382.8439 - mean_absolute_error: 65.0494 - val_loss: 15741.4489 - val_mean_absolute_error: 106.6686 Epoch 4359/5000 148/148 [==============================] - 0s 68us/step - loss: 7380.3296 - mean_absolute_error: 65.0291 - val_loss: 15736.6122 - val_mean_absolute_error: 106.6460 Epoch 4360/5000 148/148 [==============================] - 0s 74us/step - loss: 7377.6130 - mean_absolute_error: 65.0078 - val_loss: 15732.4297 - val_mean_absolute_error: 106.6263 Epoch 4361/5000 148/148 [==============================] - 0s 68us/step - loss: 7374.9286 - mean_absolute_error: 64.9886 - val_loss: 15729.7617 - val_mean_absolute_error: 106.6142 Epoch 4362/5000 148/148 [==============================] - 0s 101us/step - loss: 7372.7542 - mean_absolute_error: 64.9661 - val_loss: 15725.7412 - val_mean_absolute_error: 106.5958 Epoch 4363/5000 148/148 [==============================] - 0s 74us/step - loss: 7370.6595 - mean_absolute_error: 64.9456 - val_loss: 15721.1547 - val_mean_absolute_error: 106.5742 Epoch 4364/5000 148/148 [==============================] - 0s 74us/step - loss: 7368.8491 - mean_absolute_error: 64.9232 - val_loss: 15718.6990 - val_mean_absolute_error: 106.5600 Epoch 4365/5000 148/148 [==============================] - 0s 68us/step - loss: 7365.9749 - mean_absolute_error: 64.8980 - val_loss: 15715.5024 - val_mean_absolute_error: 106.5435 Epoch 4366/5000 148/148 [==============================] - 0s 68us/step - loss: 7363.4157 - mean_absolute_error: 64.8704 - val_loss: 15711.3192 - val_mean_absolute_error: 106.5220 Epoch 4367/5000 148/148 [==============================] - 0s 81us/step - loss: 7361.8215 - mean_absolute_error: 64.8394 - val_loss: 15707.0275 - val_mean_absolute_error: 106.5031 Epoch 4368/5000 148/148 [==============================] - 0s 61us/step - loss: 7358.6306 - mean_absolute_error: 64.8120 - val_loss: 15703.2466 - val_mean_absolute_error: 106.4875 Epoch 4369/5000 148/148 [==============================] - 0s 68us/step - loss: 7356.7094 - mean_absolute_error: 64.7891 - val_loss: 15699.8246 - val_mean_absolute_error: 106.4734 Epoch 4370/5000 148/148 [==============================] - 0s 74us/step - loss: 7354.3330 - mean_absolute_error: 64.7770 - val_loss: 15694.8475 - val_mean_absolute_error: 106.4515 Epoch 4371/5000 148/148 [==============================] - 0s 68us/step - loss: 7354.3538 - mean_absolute_error: 64.7919 - val_loss: 15689.8098 - val_mean_absolute_error: 106.4283 Epoch 4372/5000 148/148 [==============================] - 0s 81us/step - loss: 7352.0527 - mean_absolute_error: 64.7861 - val_loss: 15684.0475 - val_mean_absolute_error: 106.4033 Epoch 4373/5000 148/148 [==============================] - 0s 68us/step - loss: 7350.0193 - mean_absolute_error: 64.7738 - val_loss: 15677.1042 - val_mean_absolute_error: 106.3764 Epoch 4374/5000 148/148 [==============================] - 0s 81us/step - loss: 7348.4477 - mean_absolute_error: 64.7653 - val_loss: 15671.8904 - val_mean_absolute_error: 106.3527 Epoch 4375/5000 148/148 [==============================] - 0s 68us/step - loss: 7345.9606 - mean_absolute_error: 64.7405 - val_loss: 15667.3898 - val_mean_absolute_error: 106.3337 Epoch 4376/5000 148/148 [==============================] - 0s 81us/step - loss: 7342.8755 - mean_absolute_error: 64.7112 - val_loss: 15661.5778 - val_mean_absolute_error: 106.3122 Epoch 4377/5000 148/148 [==============================] - 0s 68us/step - loss: 7342.1386 - mean_absolute_error: 64.6899 - val_loss: 15656.1054 - val_mean_absolute_error: 106.2891 Epoch 4378/5000 148/148 [==============================] - 0s 81us/step - loss: 7338.9161 - mean_absolute_error: 64.6598 - val_loss: 15651.0827 - val_mean_absolute_error: 106.2669 Epoch 4379/5000 148/148 [==============================] - 0s 68us/step - loss: 7336.7345 - mean_absolute_error: 64.6431 - val_loss: 15645.7950 - val_mean_absolute_error: 106.2431 Epoch 4380/5000 148/148 [==============================] - 0s 74us/step - loss: 7334.7142 - mean_absolute_error: 64.6226 - val_loss: 15640.7691 - val_mean_absolute_error: 106.2190 Epoch 4381/5000 148/148 [==============================] - 0s 81us/step - loss: 7332.0992 - mean_absolute_error: 64.6027 - val_loss: 15636.3299 - val_mean_absolute_error: 106.1994 Epoch 4382/5000 148/148 [==============================] - 0s 81us/step - loss: 7330.1415 - mean_absolute_error: 64.5830 - val_loss: 15630.8325 - val_mean_absolute_error: 106.1752 Epoch 4383/5000 148/148 [==============================] - 0s 81us/step - loss: 7327.6592 - mean_absolute_error: 64.5618 - val_loss: 15625.1523 - val_mean_absolute_error: 106.1498 Epoch 4384/5000 148/148 [==============================] - 0s 68us/step - loss: 7326.4503 - mean_absolute_error: 64.5377 - val_loss: 15620.4342 - val_mean_absolute_error: 106.1275 Epoch 4385/5000 148/148 [==============================] - 0s 81us/step - loss: 7322.9999 - mean_absolute_error: 64.5081 - val_loss: 15614.8271 - val_mean_absolute_error: 106.1005 Epoch 4386/5000 148/148 [==============================] - 0s 74us/step - loss: 7320.2007 - mean_absolute_error: 64.4800 - val_loss: 15609.8528 - val_mean_absolute_error: 106.0770 Epoch 4387/5000 148/148 [==============================] - 0s 68us/step - loss: 7319.1564 - mean_absolute_error: 64.4554 - val_loss: 15604.5694 - val_mean_absolute_error: 106.0536 Epoch 4388/5000 148/148 [==============================] - 0s 74us/step - loss: 7315.1060 - mean_absolute_error: 64.4650 - val_loss: 15596.0550 - val_mean_absolute_error: 106.0216 Epoch 4389/5000 148/148 [==============================] - 0s 74us/step - loss: 7315.3211 - mean_absolute_error: 64.4886 - val_loss: 15588.8137 - val_mean_absolute_error: 105.9921 Epoch 4390/5000 148/148 [==============================] - 0s 74us/step - loss: 7314.2809 - mean_absolute_error: 64.4969 - val_loss: 15584.1166 - val_mean_absolute_error: 105.9730 Epoch 4391/5000 148/148 [==============================] - 0s 68us/step - loss: 7312.8856 - mean_absolute_error: 64.4970 - val_loss: 15580.1932 - val_mean_absolute_error: 105.9564 Epoch 4392/5000 148/148 [==============================] - 0s 74us/step - loss: 7311.7692 - mean_absolute_error: 64.4923 - val_loss: 15575.5911 - val_mean_absolute_error: 105.9362 Epoch 4393/5000 148/148 [==============================] - 0s 74us/step - loss: 7309.4860 - mean_absolute_error: 64.4783 - val_loss: 15570.4476 - val_mean_absolute_error: 105.9120 Epoch 4394/5000 148/148 [==============================] - 0s 68us/step - loss: 7307.2464 - mean_absolute_error: 64.4607 - val_loss: 15564.0074 - val_mean_absolute_error: 105.8827 Epoch 4395/5000 148/148 [==============================] - 0s 74us/step - loss: 7304.7048 - mean_absolute_error: 64.4399 - val_loss: 15558.2822 - val_mean_absolute_error: 105.8579 Epoch 4396/5000 148/148 [==============================] - 0s 74us/step - loss: 7302.1838 - mean_absolute_error: 64.4223 - val_loss: 15553.9227 - val_mean_absolute_error: 105.8404 Epoch 4397/5000 148/148 [==============================] - 0s 68us/step - loss: 7301.5699 - mean_absolute_error: 64.3908 - val_loss: 15550.1538 - val_mean_absolute_error: 105.8208 Epoch 4398/5000 148/148 [==============================] - 0s 68us/step - loss: 7296.6535 - mean_absolute_error: 64.3548 - val_loss: 15545.3435 - val_mean_absolute_error: 105.7971 Epoch 4399/5000 148/148 [==============================] - 0s 81us/step - loss: 7295.1038 - mean_absolute_error: 64.3277 - val_loss: 15539.1145 - val_mean_absolute_error: 105.7665 Epoch 4400/5000 148/148 [==============================] - 0s 74us/step - loss: 7293.1388 - mean_absolute_error: 64.2996 - val_loss: 15533.7817 - val_mean_absolute_error: 105.7382 Epoch 4401/5000 148/148 [==============================] - 0s 74us/step - loss: 7289.6475 - mean_absolute_error: 64.2716 - val_loss: 15528.5534 - val_mean_absolute_error: 105.7118 Epoch 4402/5000 148/148 [==============================] - 0s 74us/step - loss: 7288.0011 - mean_absolute_error: 64.2510 - val_loss: 15522.2119 - val_mean_absolute_error: 105.6796 Epoch 4403/5000 148/148 [==============================] - 0s 74us/step - loss: 7285.5826 - mean_absolute_error: 64.2334 - val_loss: 15517.9266 - val_mean_absolute_error: 105.6588 Epoch 4404/5000 148/148 [==============================] - 0s 74us/step - loss: 7283.5160 - mean_absolute_error: 64.2167 - val_loss: 15515.7616 - val_mean_absolute_error: 105.6492 Epoch 4405/5000 148/148 [==============================] - 0s 68us/step - loss: 7281.3666 - mean_absolute_error: 64.1926 - val_loss: 15513.2949 - val_mean_absolute_error: 105.6364 Epoch 4406/5000 148/148 [==============================] - 0s 74us/step - loss: 7280.1801 - mean_absolute_error: 64.1753 - val_loss: 15507.9688 - val_mean_absolute_error: 105.6111 Epoch 4407/5000 148/148 [==============================] - 0s 81us/step - loss: 7277.8812 - mean_absolute_error: 64.1557 - val_loss: 15502.9487 - val_mean_absolute_error: 105.5888 Epoch 4408/5000 148/148 [==============================] - 0s 61us/step - loss: 7275.8509 - mean_absolute_error: 64.1421 - val_loss: 15497.9761 - val_mean_absolute_error: 105.5663 Epoch 4409/5000 148/148 [==============================] - 0s 74us/step - loss: 7273.6731 - mean_absolute_error: 64.1253 - val_loss: 15492.9134 - val_mean_absolute_error: 105.5404 Epoch 4410/5000 148/148 [==============================] - 0s 81us/step - loss: 7271.5505 - mean_absolute_error: 64.1082 - val_loss: 15487.5815 - val_mean_absolute_error: 105.5146 Epoch 4411/5000 148/148 [==============================] - 0s 68us/step - loss: 7269.4064 - mean_absolute_error: 64.0944 - val_loss: 15483.1164 - val_mean_absolute_error: 105.4944 Epoch 4412/5000 148/148 [==============================] - 0s 68us/step - loss: 7267.0503 - mean_absolute_error: 64.0782 - val_loss: 15478.7221 - val_mean_absolute_error: 105.4761 Epoch 4413/5000 148/148 [==============================] - 0s 74us/step - loss: 7264.8877 - mean_absolute_error: 64.0576 - val_loss: 15474.4523 - val_mean_absolute_error: 105.4565 Epoch 4414/5000 148/148 [==============================] - 0s 68us/step - loss: 7263.1322 - mean_absolute_error: 64.0425 - val_loss: 15468.9316 - val_mean_absolute_error: 105.4305 Epoch 4415/5000 148/148 [==============================] - 0s 68us/step - loss: 7261.3352 - mean_absolute_error: 64.0253 - val_loss: 15462.4715 - val_mean_absolute_error: 105.3985 Epoch 4416/5000 148/148 [==============================] - 0s 81us/step - loss: 7259.3214 - mean_absolute_error: 64.0038 - val_loss: 15457.8462 - val_mean_absolute_error: 105.3744 Epoch 4417/5000 148/148 [==============================] - 0s 68us/step - loss: 7257.4580 - mean_absolute_error: 63.9825 - val_loss: 15453.5476 - val_mean_absolute_error: 105.3532 Epoch 4418/5000 148/148 [==============================] - 0s 74us/step - loss: 7255.3372 - mean_absolute_error: 63.9613 - val_loss: 15451.3132 - val_mean_absolute_error: 105.3403 Epoch 4419/5000 148/148 [==============================] - 0s 74us/step - loss: 7255.2571 - mean_absolute_error: 63.9437 - val_loss: 15449.0394 - val_mean_absolute_error: 105.3281 Epoch 4420/5000 148/148 [==============================] - 0s 81us/step - loss: 7252.6698 - mean_absolute_error: 63.9263 - val_loss: 15446.7757 - val_mean_absolute_error: 105.3182 Epoch 4421/5000 148/148 [==============================] - 0s 68us/step - loss: 7251.0433 - mean_absolute_error: 63.9163 - val_loss: 15444.1273 - val_mean_absolute_error: 105.3063 Epoch 4422/5000 148/148 [==============================] - 0s 74us/step - loss: 7249.9733 - mean_absolute_error: 63.9050 - val_loss: 15441.4258 - val_mean_absolute_error: 105.2935 Epoch 4423/5000 148/148 [==============================] - 0s 74us/step - loss: 7248.4194 - mean_absolute_error: 63.8897 - val_loss: 15438.2786 - val_mean_absolute_error: 105.2787 Epoch 4424/5000 148/148 [==============================] - 0s 81us/step - loss: 7246.0691 - mean_absolute_error: 63.8678 - val_loss: 15434.5518 - val_mean_absolute_error: 105.2579 Epoch 4425/5000 148/148 [==============================] - 0s 68us/step - loss: 7244.5028 - mean_absolute_error: 63.8453 - val_loss: 15430.5076 - val_mean_absolute_error: 105.2319 Epoch 4426/5000 148/148 [==============================] - 0s 74us/step - loss: 7242.2083 - mean_absolute_error: 63.8197 - val_loss: 15425.2711 - val_mean_absolute_error: 105.2013 Epoch 4427/5000 148/148 [==============================] - 0s 68us/step - loss: 7240.8091 - mean_absolute_error: 63.8012 - val_loss: 15421.8363 - val_mean_absolute_error: 105.1813 Epoch 4428/5000 148/148 [==============================] - 0s 81us/step - loss: 7239.4913 - mean_absolute_error: 63.7944 - val_loss: 15417.7845 - val_mean_absolute_error: 105.1599 Epoch 4429/5000 148/148 [==============================] - 0s 61us/step - loss: 7236.7788 - mean_absolute_error: 63.7772 - val_loss: 15414.4770 - val_mean_absolute_error: 105.1427 Epoch 4430/5000 148/148 [==============================] - 0s 88us/step - loss: 7235.2176 - mean_absolute_error: 63.7546 - val_loss: 15411.5671 - val_mean_absolute_error: 105.1260 Epoch 4431/5000 148/148 [==============================] - 0s 81us/step - loss: 7234.1309 - mean_absolute_error: 63.7277 - val_loss: 15410.3119 - val_mean_absolute_error: 105.1170 Epoch 4432/5000 148/148 [==============================] - 0s 88us/step - loss: 7231.9431 - mean_absolute_error: 63.7063 - val_loss: 15406.9839 - val_mean_absolute_error: 105.0989 Epoch 4433/5000 148/148 [==============================] - 0s 68us/step - loss: 7231.5688 - mean_absolute_error: 63.6893 - val_loss: 15404.3007 - val_mean_absolute_error: 105.0845 Epoch 4434/5000 148/148 [==============================] - 0s 88us/step - loss: 7230.6273 - mean_absolute_error: 63.6709 - val_loss: 15400.9173 - val_mean_absolute_error: 105.0664 Epoch 4435/5000 148/148 [==============================] - 0s 81us/step - loss: 7227.8865 - mean_absolute_error: 63.6475 - val_loss: 15397.0284 - val_mean_absolute_error: 105.0472 Epoch 4436/5000 148/148 [==============================] - 0s 81us/step - loss: 7226.3356 - mean_absolute_error: 63.6362 - val_loss: 15392.5787 - val_mean_absolute_error: 105.0274 Epoch 4437/5000 148/148 [==============================] - 0s 68us/step - loss: 7225.2547 - mean_absolute_error: 63.6213 - val_loss: 15388.3724 - val_mean_absolute_error: 105.0064 Epoch 4438/5000 148/148 [==============================] - 0s 74us/step - loss: 7222.2097 - mean_absolute_error: 63.6030 - val_loss: 15383.9150 - val_mean_absolute_error: 104.9853 Epoch 4439/5000 148/148 [==============================] - 0s 68us/step - loss: 7220.4126 - mean_absolute_error: 63.5898 - val_loss: 15379.9340 - val_mean_absolute_error: 104.9626 Epoch 4440/5000 148/148 [==============================] - 0s 68us/step - loss: 7218.1179 - mean_absolute_error: 63.5737 - val_loss: 15374.8696 - val_mean_absolute_error: 104.9383 Epoch 4441/5000 148/148 [==============================] - 0s 68us/step - loss: 7216.6141 - mean_absolute_error: 63.5601 - val_loss: 15370.6681 - val_mean_absolute_error: 104.9207 Epoch 4442/5000 148/148 [==============================] - 0s 74us/step - loss: 7214.2604 - mean_absolute_error: 63.5479 - val_loss: 15366.9707 - val_mean_absolute_error: 104.9066 Epoch 4443/5000 148/148 [==============================] - 0s 74us/step - loss: 7212.2258 - mean_absolute_error: 63.5355 - val_loss: 15364.2550 - val_mean_absolute_error: 104.8961 Epoch 4444/5000 148/148 [==============================] - 0s 68us/step - loss: 7211.5449 - mean_absolute_error: 63.5269 - val_loss: 15361.0985 - val_mean_absolute_error: 104.8832 Epoch 4445/5000 148/148 [==============================] - 0s 61us/step - loss: 7209.1570 - mean_absolute_error: 63.5139 - val_loss: 15358.4755 - val_mean_absolute_error: 104.8732 Epoch 4446/5000 148/148 [==============================] - 0s 74us/step - loss: 7207.5443 - mean_absolute_error: 63.5084 - val_loss: 15354.9976 - val_mean_absolute_error: 104.8610 Epoch 4447/5000 148/148 [==============================] - 0s 74us/step - loss: 7206.3336 - mean_absolute_error: 63.5011 - val_loss: 15348.4843 - val_mean_absolute_error: 104.8403 Epoch 4448/5000 148/148 [==============================] - 0s 68us/step - loss: 7207.2242 - mean_absolute_error: 63.5542 - val_loss: 15338.4551 - val_mean_absolute_error: 104.8064 Epoch 4449/5000 148/148 [==============================] - 0s 68us/step - loss: 7204.1779 - mean_absolute_error: 63.5927 - val_loss: 15330.2860 - val_mean_absolute_error: 104.7746 Epoch 4450/5000 148/148 [==============================] - 0s 68us/step - loss: 7196.7362 - mean_absolute_error: 63.6099 - val_loss: 15323.6503 - val_mean_absolute_error: 104.7460 Epoch 4451/5000 148/148 [==============================] - 0s 61us/step - loss: 7195.5282 - mean_absolute_error: 63.6122 - val_loss: 15320.8013 - val_mean_absolute_error: 104.7320 Epoch 4452/5000 148/148 [==============================] - 0s 81us/step - loss: 7193.7023 - mean_absolute_error: 63.6049 - val_loss: 15320.2732 - val_mean_absolute_error: 104.7281 Epoch 4453/5000 148/148 [==============================] - 0s 68us/step - loss: 7191.9168 - mean_absolute_error: 63.5869 - val_loss: 15318.5638 - val_mean_absolute_error: 104.7227 Epoch 4454/5000 148/148 [==============================] - 0s 68us/step - loss: 7190.3173 - mean_absolute_error: 63.5740 - val_loss: 15317.4900 - val_mean_absolute_error: 104.7205 Epoch 4455/5000 148/148 [==============================] - 0s 68us/step - loss: 7189.9216 - mean_absolute_error: 63.5596 - val_loss: 15314.9398 - val_mean_absolute_error: 104.7089 Epoch 4456/5000 148/148 [==============================] - 0s 68us/step - loss: 7187.0402 - mean_absolute_error: 63.5315 - val_loss: 15311.1480 - val_mean_absolute_error: 104.6914 Epoch 4457/5000 148/148 [==============================] - 0s 74us/step - loss: 7185.5520 - mean_absolute_error: 63.5165 - val_loss: 15307.5932 - val_mean_absolute_error: 104.6734 Epoch 4458/5000 148/148 [==============================] - 0s 74us/step - loss: 7183.8180 - mean_absolute_error: 63.5003 - val_loss: 15303.8210 - val_mean_absolute_error: 104.6548 Epoch 4459/5000 148/148 [==============================] - 0s 68us/step - loss: 7182.1218 - mean_absolute_error: 63.4868 - val_loss: 15300.7639 - val_mean_absolute_error: 104.6401 Epoch 4460/5000 148/148 [==============================] - 0s 68us/step - loss: 7181.0220 - mean_absolute_error: 63.4732 - val_loss: 15297.7213 - val_mean_absolute_error: 104.6255 Epoch 4461/5000 148/148 [==============================] - 0s 74us/step - loss: 7177.1660 - mean_absolute_error: 63.4645 - val_loss: 15295.1235 - val_mean_absolute_error: 104.6151 Epoch 4462/5000 148/148 [==============================] - 0s 74us/step - loss: 7176.6214 - mean_absolute_error: 63.4890 - val_loss: 15290.7620 - val_mean_absolute_error: 104.6021 Epoch 4463/5000 148/148 [==============================] - 0s 67us/step - loss: 7173.4946 - mean_absolute_error: 63.4779 - val_loss: 15287.5274 - val_mean_absolute_error: 104.5893 Epoch 4464/5000 148/148 [==============================] - 0s 81us/step - loss: 7173.0327 - mean_absolute_error: 63.4639 - val_loss: 15282.6512 - val_mean_absolute_error: 104.5671 Epoch 4465/5000 148/148 [==============================] - 0s 68us/step - loss: 7169.8339 - mean_absolute_error: 63.4477 - val_loss: 15277.7546 - val_mean_absolute_error: 104.5439 Epoch 4466/5000 148/148 [==============================] - 0s 81us/step - loss: 7168.1341 - mean_absolute_error: 63.4416 - val_loss: 15271.8041 - val_mean_absolute_error: 104.5137 Epoch 4467/5000 148/148 [==============================] - 0s 68us/step - loss: 7165.7508 - mean_absolute_error: 63.4324 - val_loss: 15264.1114 - val_mean_absolute_error: 104.4823 Epoch 4468/5000 148/148 [==============================] - 0s 81us/step - loss: 7163.9060 - mean_absolute_error: 63.4232 - val_loss: 15257.1548 - val_mean_absolute_error: 104.4512 Epoch 4469/5000 148/148 [==============================] - 0s 68us/step - loss: 7161.2097 - mean_absolute_error: 63.4053 - val_loss: 15252.7974 - val_mean_absolute_error: 104.4312 Epoch 4470/5000 148/148 [==============================] - 0s 74us/step - loss: 7159.1893 - mean_absolute_error: 63.3842 - val_loss: 15248.3735 - val_mean_absolute_error: 104.4117 Epoch 4471/5000 148/148 [==============================] - 0s 74us/step - loss: 7159.3444 - mean_absolute_error: 63.3682 - val_loss: 15244.7906 - val_mean_absolute_error: 104.3940 Epoch 4472/5000 148/148 [==============================] - 0s 81us/step - loss: 7154.8535 - mean_absolute_error: 63.3331 - val_loss: 15241.1310 - val_mean_absolute_error: 104.3758 Epoch 4473/5000 148/148 [==============================] - 0s 68us/step - loss: 7154.1774 - mean_absolute_error: 63.3074 - val_loss: 15237.0785 - val_mean_absolute_error: 104.3569 Epoch 4474/5000 148/148 [==============================] - 0s 74us/step - loss: 7152.6917 - mean_absolute_error: 63.2796 - val_loss: 15233.6283 - val_mean_absolute_error: 104.3399 Epoch 4475/5000 148/148 [==============================] - 0s 74us/step - loss: 7151.6391 - mean_absolute_error: 63.2587 - val_loss: 15229.6100 - val_mean_absolute_error: 104.3227 Epoch 4476/5000 148/148 [==============================] - 0s 68us/step - loss: 7149.8685 - mean_absolute_error: 63.2429 - val_loss: 15224.3635 - val_mean_absolute_error: 104.2985 Epoch 4477/5000 148/148 [==============================] - 0s 68us/step - loss: 7147.6723 - mean_absolute_error: 63.2277 - val_loss: 15219.6900 - val_mean_absolute_error: 104.2762 Epoch 4478/5000 148/148 [==============================] - 0s 68us/step - loss: 7145.8824 - mean_absolute_error: 63.2107 - val_loss: 15216.2814 - val_mean_absolute_error: 104.2577 Epoch 4479/5000 148/148 [==============================] - 0s 74us/step - loss: 7144.0382 - mean_absolute_error: 63.1959 - val_loss: 15212.6708 - val_mean_absolute_error: 104.2385 Epoch 4480/5000 148/148 [==============================] - 0s 81us/step - loss: 7143.8727 - mean_absolute_error: 63.1782 - val_loss: 15210.7532 - val_mean_absolute_error: 104.2271 Epoch 4481/5000 148/148 [==============================] - 0s 68us/step - loss: 7142.1820 - mean_absolute_error: 63.1569 - val_loss: 15208.4876 - val_mean_absolute_error: 104.2203 Epoch 4482/5000 148/148 [==============================] - 0s 74us/step - loss: 7140.2237 - mean_absolute_error: 63.1435 - val_loss: 15205.1045 - val_mean_absolute_error: 104.2067 Epoch 4483/5000 148/148 [==============================] - 0s 68us/step - loss: 7138.5053 - mean_absolute_error: 63.1266 - val_loss: 15201.8981 - val_mean_absolute_error: 104.1930 Epoch 4484/5000 148/148 [==============================] - 0s 74us/step - loss: 7137.3152 - mean_absolute_error: 63.1101 - val_loss: 15200.3587 - val_mean_absolute_error: 104.1878 Epoch 4485/5000 148/148 [==============================] - 0s 68us/step - loss: 7135.3156 - mean_absolute_error: 63.0953 - val_loss: 15197.6870 - val_mean_absolute_error: 104.1768 Epoch 4486/5000 148/148 [==============================] - 0s 68us/step - loss: 7133.9742 - mean_absolute_error: 63.0851 - val_loss: 15193.9924 - val_mean_absolute_error: 104.1588 Epoch 4487/5000 148/148 [==============================] - 0s 68us/step - loss: 7132.5522 - mean_absolute_error: 63.0739 - val_loss: 15189.1830 - val_mean_absolute_error: 104.1362 Epoch 4488/5000 148/148 [==============================] - 0s 74us/step - loss: 7130.4588 - mean_absolute_error: 63.0581 - val_loss: 15184.4314 - val_mean_absolute_error: 104.1107 Epoch 4489/5000 148/148 [==============================] - 0s 81us/step - loss: 7128.7695 - mean_absolute_error: 63.0410 - val_loss: 15179.5746 - val_mean_absolute_error: 104.0833 Epoch 4490/5000 148/148 [==============================] - 0s 68us/step - loss: 7126.3618 - mean_absolute_error: 63.0245 - val_loss: 15175.9859 - val_mean_absolute_error: 104.0617 Epoch 4491/5000 148/148 [==============================] - 0s 81us/step - loss: 7124.2035 - mean_absolute_error: 63.0099 - val_loss: 15173.5657 - val_mean_absolute_error: 104.0480 Epoch 4492/5000 148/148 [==============================] - 0s 68us/step - loss: 7122.4610 - mean_absolute_error: 62.9980 - val_loss: 15170.9398 - val_mean_absolute_error: 104.0341 Epoch 4493/5000 148/148 [==============================] - 0s 74us/step - loss: 7120.7614 - mean_absolute_error: 62.9888 - val_loss: 15166.4781 - val_mean_absolute_error: 104.0158 Epoch 4494/5000 148/148 [==============================] - 0s 81us/step - loss: 7118.9252 - mean_absolute_error: 62.9778 - val_loss: 15162.0192 - val_mean_absolute_error: 103.9964 Epoch 4495/5000 148/148 [==============================] - 0s 61us/step - loss: 7118.5389 - mean_absolute_error: 62.9766 - val_loss: 15157.3679 - val_mean_absolute_error: 103.9767 Epoch 4496/5000 148/148 [==============================] - 0s 81us/step - loss: 7115.5125 - mean_absolute_error: 62.9612 - val_loss: 15153.3885 - val_mean_absolute_error: 103.9590 Epoch 4497/5000 148/148 [==============================] - 0s 68us/step - loss: 7113.8305 - mean_absolute_error: 62.9524 - val_loss: 15149.6697 - val_mean_absolute_error: 103.9429 Epoch 4498/5000 148/148 [==============================] - 0s 68us/step - loss: 7111.8977 - mean_absolute_error: 62.9350 - val_loss: 15144.5166 - val_mean_absolute_error: 103.9222 Epoch 4499/5000 148/148 [==============================] - 0s 68us/step - loss: 7110.3023 - mean_absolute_error: 62.9178 - val_loss: 15139.0911 - val_mean_absolute_error: 103.8988 Epoch 4500/5000 148/148 [==============================] - 0s 81us/step - loss: 7108.3693 - mean_absolute_error: 62.9048 - val_loss: 15134.2495 - val_mean_absolute_error: 103.8769 Epoch 4501/5000 148/148 [==============================] - 0s 74us/step - loss: 7106.6094 - mean_absolute_error: 62.8948 - val_loss: 15130.2605 - val_mean_absolute_error: 103.8575 Epoch 4502/5000 148/148 [==============================] - 0s 68us/step - loss: 7105.0044 - mean_absolute_error: 62.8720 - val_loss: 15127.1435 - val_mean_absolute_error: 103.8379 Epoch 4503/5000 148/148 [==============================] - 0s 74us/step - loss: 7103.7797 - mean_absolute_error: 62.8493 - val_loss: 15121.3788 - val_mean_absolute_error: 103.8102 Epoch 4504/5000 148/148 [==============================] - 0s 81us/step - loss: 7101.8513 - mean_absolute_error: 62.8305 - val_loss: 15116.7231 - val_mean_absolute_error: 103.7885 Epoch 4505/5000 148/148 [==============================] - 0s 95us/step - loss: 7100.3642 - mean_absolute_error: 62.8177 - val_loss: 15113.1857 - val_mean_absolute_error: 103.7702 Epoch 4506/5000 148/148 [==============================] - 0s 81us/step - loss: 7098.3970 - mean_absolute_error: 62.8046 - val_loss: 15108.0904 - val_mean_absolute_error: 103.7426 Epoch 4507/5000 148/148 [==============================] - 0s 74us/step - loss: 7096.4402 - mean_absolute_error: 62.7909 - val_loss: 15103.7822 - val_mean_absolute_error: 103.7198 Epoch 4508/5000 148/148 [==============================] - 0s 88us/step - loss: 7094.8209 - mean_absolute_error: 62.7787 - val_loss: 15101.0221 - val_mean_absolute_error: 103.7050 Epoch 4509/5000 148/148 [==============================] - 0s 88us/step - loss: 7093.1153 - mean_absolute_error: 62.7676 - val_loss: 15099.3243 - val_mean_absolute_error: 103.6948 Epoch 4510/5000 148/148 [==============================] - 0s 74us/step - loss: 7091.4340 - mean_absolute_error: 62.7562 - val_loss: 15095.8542 - val_mean_absolute_error: 103.6773 Epoch 4511/5000 148/148 [==============================] - 0s 74us/step - loss: 7089.9326 - mean_absolute_error: 62.7435 - val_loss: 15091.4062 - val_mean_absolute_error: 103.6552 Epoch 4512/5000 148/148 [==============================] - 0s 88us/step - loss: 7088.1993 - mean_absolute_error: 62.7340 - val_loss: 15086.1134 - val_mean_absolute_error: 103.6312 Epoch 4513/5000 148/148 [==============================] - 0s 74us/step - loss: 7086.2496 - mean_absolute_error: 62.7239 - val_loss: 15082.7591 - val_mean_absolute_error: 103.6163 Epoch 4514/5000 148/148 [==============================] - 0s 81us/step - loss: 7084.6430 - mean_absolute_error: 62.7138 - val_loss: 15080.2173 - val_mean_absolute_error: 103.6051 Epoch 4515/5000 148/148 [==============================] - 0s 68us/step - loss: 7082.8904 - mean_absolute_error: 62.7032 - val_loss: 15077.3652 - val_mean_absolute_error: 103.5961 Epoch 4516/5000 148/148 [==============================] - 0s 81us/step - loss: 7081.6141 - mean_absolute_error: 62.6977 - val_loss: 15074.6610 - val_mean_absolute_error: 103.5848 Epoch 4517/5000 148/148 [==============================] - 0s 74us/step - loss: 7080.2263 - mean_absolute_error: 62.6929 - val_loss: 15071.2920 - val_mean_absolute_error: 103.5672 Epoch 4518/5000 148/148 [==============================] - 0s 74us/step - loss: 7077.1041 - mean_absolute_error: 62.7075 - val_loss: 15065.0544 - val_mean_absolute_error: 103.5398 Epoch 4519/5000 148/148 [==============================] - 0s 68us/step - loss: 7073.6108 - mean_absolute_error: 62.7350 - val_loss: 15059.7251 - val_mean_absolute_error: 103.5159 Epoch 4520/5000 148/148 [==============================] - 0s 74us/step - loss: 7071.4473 - mean_absolute_error: 62.7498 - val_loss: 15054.8391 - val_mean_absolute_error: 103.4952 Epoch 4521/5000 148/148 [==============================] - 0s 68us/step - loss: 7072.4070 - mean_absolute_error: 62.7851 - val_loss: 15047.4897 - val_mean_absolute_error: 103.4674 Epoch 4522/5000 148/148 [==============================] - 0s 81us/step - loss: 7069.3324 - mean_absolute_error: 62.8056 - val_loss: 15040.2134 - val_mean_absolute_error: 103.4379 Epoch 4523/5000 148/148 [==============================] - 0s 74us/step - loss: 7066.5549 - mean_absolute_error: 62.8111 - val_loss: 15034.3923 - val_mean_absolute_error: 103.4116 Epoch 4524/5000 148/148 [==============================] - 0s 74us/step - loss: 7066.4753 - mean_absolute_error: 62.8206 - val_loss: 15028.4164 - val_mean_absolute_error: 103.3846 Epoch 4525/5000 148/148 [==============================] - 0s 68us/step - loss: 7063.2005 - mean_absolute_error: 62.8040 - val_loss: 15023.9626 - val_mean_absolute_error: 103.3629 Epoch 4526/5000 148/148 [==============================] - 0s 128us/step - loss: 7060.8936 - mean_absolute_error: 62.7835 - val_loss: 15020.5975 - val_mean_absolute_error: 103.3466 Epoch 4527/5000 148/148 [==============================] - 0s 68us/step - loss: 7058.3838 - mean_absolute_error: 62.7656 - val_loss: 15018.2794 - val_mean_absolute_error: 103.3339 Epoch 4528/5000 148/148 [==============================] - 0s 81us/step - loss: 7056.6759 - mean_absolute_error: 62.7483 - val_loss: 15015.2963 - val_mean_absolute_error: 103.3178 Epoch 4529/5000 148/148 [==============================] - 0s 95us/step - loss: 7056.0324 - mean_absolute_error: 62.7283 - val_loss: 15013.1033 - val_mean_absolute_error: 103.3031 Epoch 4530/5000 148/148 [==============================] - 0s 81us/step - loss: 7053.4319 - mean_absolute_error: 62.7007 - val_loss: 15011.8319 - val_mean_absolute_error: 103.2961 Epoch 4531/5000 148/148 [==============================] - 0s 74us/step - loss: 7051.9996 - mean_absolute_error: 62.6864 - val_loss: 15008.0585 - val_mean_absolute_error: 103.2774 Epoch 4532/5000 148/148 [==============================] - 0s 68us/step - loss: 7050.6574 - mean_absolute_error: 62.6820 - val_loss: 15004.4586 - val_mean_absolute_error: 103.2612 Epoch 4533/5000 148/148 [==============================] - 0s 68us/step - loss: 7048.8106 - mean_absolute_error: 62.6734 - val_loss: 14999.9525 - val_mean_absolute_error: 103.2412 Epoch 4534/5000 148/148 [==============================] - 0s 68us/step - loss: 7047.8546 - mean_absolute_error: 62.6593 - val_loss: 14996.1712 - val_mean_absolute_error: 103.2234 Epoch 4535/5000 148/148 [==============================] - 0s 81us/step - loss: 7045.5994 - mean_absolute_error: 62.6392 - val_loss: 14992.8923 - val_mean_absolute_error: 103.2087 Epoch 4536/5000 148/148 [==============================] - 0s 68us/step - loss: 7044.4702 - mean_absolute_error: 62.6181 - val_loss: 14988.5287 - val_mean_absolute_error: 103.1862 Epoch 4537/5000 148/148 [==============================] - 0s 74us/step - loss: 7042.5923 - mean_absolute_error: 62.6005 - val_loss: 14984.2665 - val_mean_absolute_error: 103.1647 Epoch 4538/5000 148/148 [==============================] - 0s 68us/step - loss: 7040.8323 - mean_absolute_error: 62.5819 - val_loss: 14980.6948 - val_mean_absolute_error: 103.1470 Epoch 4539/5000 148/148 [==============================] - 0s 74us/step - loss: 7039.7465 - mean_absolute_error: 62.5593 - val_loss: 14978.9831 - val_mean_absolute_error: 103.1386 Epoch 4540/5000 148/148 [==============================] - 0s 81us/step - loss: 7038.5533 - mean_absolute_error: 62.5353 - val_loss: 14976.3168 - val_mean_absolute_error: 103.1257 Epoch 4541/5000 148/148 [==============================] - 0s 68us/step - loss: 7036.5691 - mean_absolute_error: 62.5203 - val_loss: 14974.3219 - val_mean_absolute_error: 103.1174 Epoch 4542/5000 148/148 [==============================] - 0s 74us/step - loss: 7035.6285 - mean_absolute_error: 62.5138 - val_loss: 14971.6177 - val_mean_absolute_error: 103.1054 Epoch 4543/5000 148/148 [==============================] - 0s 68us/step - loss: 7033.5965 - mean_absolute_error: 62.5028 - val_loss: 14965.9409 - val_mean_absolute_error: 103.0832 Epoch 4544/5000 148/148 [==============================] - 0s 74us/step - loss: 7032.3536 - mean_absolute_error: 62.4957 - val_loss: 14961.0859 - val_mean_absolute_error: 103.0616 Epoch 4545/5000 148/148 [==============================] - 0s 61us/step - loss: 7030.4114 - mean_absolute_error: 62.4845 - val_loss: 14957.5968 - val_mean_absolute_error: 103.0437 Epoch 4546/5000 148/148 [==============================] - 0s 74us/step - loss: 7028.9819 - mean_absolute_error: 62.4732 - val_loss: 14953.8307 - val_mean_absolute_error: 103.0267 Epoch 4547/5000 148/148 [==============================] - 0s 74us/step - loss: 7027.4615 - mean_absolute_error: 62.4609 - val_loss: 14949.7053 - val_mean_absolute_error: 103.0080 Epoch 4548/5000 148/148 [==============================] - 0s 68us/step - loss: 7025.9617 - mean_absolute_error: 62.4561 - val_loss: 14944.1063 - val_mean_absolute_error: 102.9845 Epoch 4549/5000 148/148 [==============================] - 0s 74us/step - loss: 7024.5165 - mean_absolute_error: 62.4563 - val_loss: 14940.3891 - val_mean_absolute_error: 102.9663 Epoch 4550/5000 148/148 [==============================] - 0s 74us/step - loss: 7022.2061 - mean_absolute_error: 62.4356 - val_loss: 14937.6978 - val_mean_absolute_error: 102.9513 Epoch 4551/5000 148/148 [==============================] - 0s 68us/step - loss: 7021.8613 - mean_absolute_error: 62.4154 - val_loss: 14935.5845 - val_mean_absolute_error: 102.9398 Epoch 4552/5000 148/148 [==============================] - 0s 81us/step - loss: 7020.0885 - mean_absolute_error: 62.3985 - val_loss: 14932.8873 - val_mean_absolute_error: 102.9266 Epoch 4553/5000 148/148 [==============================] - 0s 81us/step - loss: 7018.7698 - mean_absolute_error: 62.3871 - val_loss: 14929.6257 - val_mean_absolute_error: 102.9112 Epoch 4554/5000 148/148 [==============================] - 0s 81us/step - loss: 7017.4639 - mean_absolute_error: 62.3778 - val_loss: 14926.7512 - val_mean_absolute_error: 102.8965 Epoch 4555/5000 148/148 [==============================] - 0s 68us/step - loss: 7016.1244 - mean_absolute_error: 62.3687 - val_loss: 14925.0400 - val_mean_absolute_error: 102.8875 Epoch 4556/5000 148/148 [==============================] - 0s 88us/step - loss: 7015.2297 - mean_absolute_error: 62.3620 - val_loss: 14921.6741 - val_mean_absolute_error: 102.8714 Epoch 4557/5000 148/148 [==============================] - 0s 68us/step - loss: 7013.5342 - mean_absolute_error: 62.3521 - val_loss: 14918.3133 - val_mean_absolute_error: 102.8546 Epoch 4558/5000 148/148 [==============================] - 0s 68us/step - loss: 7012.2661 - mean_absolute_error: 62.3419 - val_loss: 14914.6100 - val_mean_absolute_error: 102.8363 Epoch 4559/5000 148/148 [==============================] - 0s 81us/step - loss: 7010.5306 - mean_absolute_error: 62.3325 - val_loss: 14911.0544 - val_mean_absolute_error: 102.8188 Epoch 4560/5000 148/148 [==============================] - 0s 81us/step - loss: 7009.5517 - mean_absolute_error: 62.3251 - val_loss: 14907.0296 - val_mean_absolute_error: 102.8009 Epoch 4561/5000 148/148 [==============================] - 0s 81us/step - loss: 7011.5732 - mean_absolute_error: 62.3658 - val_loss: 14899.9293 - val_mean_absolute_error: 102.7735 Epoch 4562/5000 148/148 [==============================] - 0s 88us/step - loss: 7004.2120 - mean_absolute_error: 62.3725 - val_loss: 14895.3247 - val_mean_absolute_error: 102.7538 Epoch 4563/5000 148/148 [==============================] - 0s 74us/step - loss: 7003.6240 - mean_absolute_error: 62.3861 - val_loss: 14890.7828 - val_mean_absolute_error: 102.7338 Epoch 4564/5000 148/148 [==============================] - 0s 74us/step - loss: 7001.9216 - mean_absolute_error: 62.3886 - val_loss: 14885.4059 - val_mean_absolute_error: 102.7086 Epoch 4565/5000 148/148 [==============================] - 0s 81us/step - loss: 6999.6461 - mean_absolute_error: 62.4046 - val_loss: 14878.8108 - val_mean_absolute_error: 102.6768 Epoch 4566/5000 148/148 [==============================] - 0s 68us/step - loss: 6999.4413 - mean_absolute_error: 62.4211 - val_loss: 14871.9755 - val_mean_absolute_error: 102.6433 Epoch 4567/5000 148/148 [==============================] - 0s 81us/step - loss: 6995.9615 - mean_absolute_error: 62.4180 - val_loss: 14867.3220 - val_mean_absolute_error: 102.6211 Epoch 4568/5000 148/148 [==============================] - 0s 81us/step - loss: 6995.1216 - mean_absolute_error: 62.4163 - val_loss: 14862.8984 - val_mean_absolute_error: 102.6000 Epoch 4569/5000 148/148 [==============================] - 0s 88us/step - loss: 6993.6468 - mean_absolute_error: 62.4072 - val_loss: 14860.6647 - val_mean_absolute_error: 102.5879 Epoch 4570/5000 148/148 [==============================] - 0s 88us/step - loss: 6992.6759 - mean_absolute_error: 62.3919 - val_loss: 14859.8240 - val_mean_absolute_error: 102.5789 Epoch 4571/5000 148/148 [==============================] - 0s 74us/step - loss: 6990.6378 - mean_absolute_error: 62.3597 - val_loss: 14857.6159 - val_mean_absolute_error: 102.5658 Epoch 4572/5000 148/148 [==============================] - 0s 88us/step - loss: 6988.9646 - mean_absolute_error: 62.3428 - val_loss: 14853.8514 - val_mean_absolute_error: 102.5467 Epoch 4573/5000 148/148 [==============================] - 0s 68us/step - loss: 6987.5013 - mean_absolute_error: 62.3277 - val_loss: 14850.8094 - val_mean_absolute_error: 102.5311 Epoch 4574/5000 148/148 [==============================] - 0s 81us/step - loss: 6985.1882 - mean_absolute_error: 62.3069 - val_loss: 14848.8695 - val_mean_absolute_error: 102.5194 Epoch 4575/5000 148/148 [==============================] - 0s 74us/step - loss: 6984.4034 - mean_absolute_error: 62.2809 - val_loss: 14847.5285 - val_mean_absolute_error: 102.5103 Epoch 4576/5000 148/148 [==============================] - 0s 88us/step - loss: 6982.5488 - mean_absolute_error: 62.2564 - val_loss: 14846.5116 - val_mean_absolute_error: 102.5032 Epoch 4577/5000 148/148 [==============================] - 0s 68us/step - loss: 6982.2747 - mean_absolute_error: 62.2298 - val_loss: 14845.9832 - val_mean_absolute_error: 102.4965 Epoch 4578/5000 148/148 [==============================] - 0s 81us/step - loss: 6980.6135 - mean_absolute_error: 62.2045 - val_loss: 14843.6393 - val_mean_absolute_error: 102.4855 Epoch 4579/5000 148/148 [==============================] - 0s 68us/step - loss: 6979.6154 - mean_absolute_error: 62.1863 - val_loss: 14840.9435 - val_mean_absolute_error: 102.4734 Epoch 4580/5000 148/148 [==============================] - 0s 74us/step - loss: 6978.6280 - mean_absolute_error: 62.1670 - val_loss: 14838.6745 - val_mean_absolute_error: 102.4627 Epoch 4581/5000 148/148 [==============================] - 0s 68us/step - loss: 6977.2291 - mean_absolute_error: 62.1503 - val_loss: 14836.1250 - val_mean_absolute_error: 102.4500 Epoch 4582/5000 148/148 [==============================] - 0s 74us/step - loss: 6975.5136 - mean_absolute_error: 62.1303 - val_loss: 14833.8111 - val_mean_absolute_error: 102.4367 Epoch 4583/5000 148/148 [==============================] - 0s 74us/step - loss: 6974.8241 - mean_absolute_error: 62.1192 - val_loss: 14829.6743 - val_mean_absolute_error: 102.4167 Epoch 4584/5000 148/148 [==============================] - 0s 68us/step - loss: 6973.1434 - mean_absolute_error: 62.1050 - val_loss: 14825.9966 - val_mean_absolute_error: 102.3988 Epoch 4585/5000 148/148 [==============================] - 0s 68us/step - loss: 6971.7800 - mean_absolute_error: 62.0955 - val_loss: 14822.6105 - val_mean_absolute_error: 102.3821 Epoch 4586/5000 148/148 [==============================] - 0s 68us/step - loss: 6970.2415 - mean_absolute_error: 62.0837 - val_loss: 14817.5387 - val_mean_absolute_error: 102.3566 Epoch 4587/5000 148/148 [==============================] - 0s 74us/step - loss: 6968.0827 - mean_absolute_error: 62.0767 - val_loss: 14813.7033 - val_mean_absolute_error: 102.3380 Epoch 4588/5000 148/148 [==============================] - 0s 88us/step - loss: 6966.9574 - mean_absolute_error: 62.0767 - val_loss: 14810.2933 - val_mean_absolute_error: 102.3209 Epoch 4589/5000 148/148 [==============================] - 0s 68us/step - loss: 6965.7008 - mean_absolute_error: 62.0714 - val_loss: 14807.7999 - val_mean_absolute_error: 102.3037 Epoch 4590/5000 148/148 [==============================] - 0s 81us/step - loss: 6963.6528 - mean_absolute_error: 62.0557 - val_loss: 14804.7196 - val_mean_absolute_error: 102.2842 Epoch 4591/5000 148/148 [==============================] - 0s 74us/step - loss: 6962.3487 - mean_absolute_error: 62.0405 - val_loss: 14800.9254 - val_mean_absolute_error: 102.2647 Epoch 4592/5000 148/148 [==============================] - 0s 68us/step - loss: 6960.7235 - mean_absolute_error: 62.0285 - val_loss: 14794.6122 - val_mean_absolute_error: 102.2387 Epoch 4593/5000 148/148 [==============================] - 0s 95us/step - loss: 6959.1066 - mean_absolute_error: 62.0197 - val_loss: 14790.4457 - val_mean_absolute_error: 102.2203 Epoch 4594/5000 148/148 [==============================] - 0s 74us/step - loss: 6957.7137 - mean_absolute_error: 62.0006 - val_loss: 14786.2836 - val_mean_absolute_error: 102.2001 Epoch 4595/5000 148/148 [==============================] - 0s 68us/step - loss: 6955.9604 - mean_absolute_error: 61.9798 - val_loss: 14780.2573 - val_mean_absolute_error: 102.1703 Epoch 4596/5000 148/148 [==============================] - 0s 68us/step - loss: 6954.2157 - mean_absolute_error: 61.9655 - val_loss: 14774.3296 - val_mean_absolute_error: 102.1413 Epoch 4597/5000 148/148 [==============================] - 0s 88us/step - loss: 6952.5414 - mean_absolute_error: 61.9530 - val_loss: 14769.5104 - val_mean_absolute_error: 102.1186 Epoch 4598/5000 148/148 [==============================] - 0s 81us/step - loss: 6951.6604 - mean_absolute_error: 61.9361 - val_loss: 14766.6895 - val_mean_absolute_error: 102.1045 Epoch 4599/5000 148/148 [==============================] - 0s 68us/step - loss: 6949.8393 - mean_absolute_error: 61.9210 - val_loss: 14762.9144 - val_mean_absolute_error: 102.0856 Epoch 4600/5000 148/148 [==============================] - 0s 74us/step - loss: 6947.3978 - mean_absolute_error: 61.9250 - val_loss: 14760.1543 - val_mean_absolute_error: 102.0695 Epoch 4601/5000 148/148 [==============================] - 0s 88us/step - loss: 6947.1208 - mean_absolute_error: 61.9319 - val_loss: 14757.0021 - val_mean_absolute_error: 102.0526 Epoch 4602/5000 148/148 [==============================] - 0s 68us/step - loss: 6945.0918 - mean_absolute_error: 61.9334 - val_loss: 14753.1265 - val_mean_absolute_error: 102.0337 Epoch 4603/5000 148/148 [==============================] - 0s 68us/step - loss: 6943.7268 - mean_absolute_error: 61.9288 - val_loss: 14751.2206 - val_mean_absolute_error: 102.0260 Epoch 4604/5000 148/148 [==============================] - 0s 68us/step - loss: 6942.4960 - mean_absolute_error: 61.9213 - val_loss: 14751.0664 - val_mean_absolute_error: 102.0264 Epoch 4605/5000 148/148 [==============================] - 0s 81us/step - loss: 6941.2654 - mean_absolute_error: 61.9123 - val_loss: 14748.5751 - val_mean_absolute_error: 102.0153 Epoch 4606/5000 148/148 [==============================] - 0s 68us/step - loss: 6940.1404 - mean_absolute_error: 61.9043 - val_loss: 14746.9691 - val_mean_absolute_error: 102.0090 Epoch 4607/5000 148/148 [==============================] - 0s 74us/step - loss: 6938.6787 - mean_absolute_error: 61.8948 - val_loss: 14744.3033 - val_mean_absolute_error: 101.9979 Epoch 4608/5000 148/148 [==============================] - 0s 81us/step - loss: 6937.5715 - mean_absolute_error: 61.8876 - val_loss: 14740.5076 - val_mean_absolute_error: 101.9801 Epoch 4609/5000 148/148 [==============================] - 0s 68us/step - loss: 6935.8817 - mean_absolute_error: 61.8763 - val_loss: 14736.7181 - val_mean_absolute_error: 101.9608 Epoch 4610/5000 148/148 [==============================] - 0s 88us/step - loss: 6934.2923 - mean_absolute_error: 61.8628 - val_loss: 14733.1361 - val_mean_absolute_error: 101.9411 Epoch 4611/5000 148/148 [==============================] - 0s 61us/step - loss: 6933.1490 - mean_absolute_error: 61.8526 - val_loss: 14729.2216 - val_mean_absolute_error: 101.9215 Epoch 4612/5000 148/148 [==============================] - 0s 81us/step - loss: 6932.2930 - mean_absolute_error: 61.8614 - val_loss: 14723.8721 - val_mean_absolute_error: 101.8964 Epoch 4613/5000 148/148 [==============================] - 0s 81us/step - loss: 6928.9324 - mean_absolute_error: 61.8648 - val_loss: 14720.3245 - val_mean_absolute_error: 101.8798 Epoch 4614/5000 148/148 [==============================] - 0s 68us/step - loss: 6929.5124 - mean_absolute_error: 61.8750 - val_loss: 14716.5505 - val_mean_absolute_error: 101.8624 Epoch 4615/5000 148/148 [==============================] - 0s 81us/step - loss: 6926.6956 - mean_absolute_error: 61.8637 - val_loss: 14713.8904 - val_mean_absolute_error: 101.8497 Epoch 4616/5000 148/148 [==============================] - 0s 74us/step - loss: 6923.4015 - mean_absolute_error: 61.8668 - val_loss: 14710.9492 - val_mean_absolute_error: 101.8352 Epoch 4617/5000 148/148 [==============================] - 0s 81us/step - loss: 6924.6723 - mean_absolute_error: 61.8836 - val_loss: 14709.1209 - val_mean_absolute_error: 101.8258 Epoch 4618/5000 148/148 [==============================] - 0s 68us/step - loss: 6922.6672 - mean_absolute_error: 61.8791 - val_loss: 14708.0479 - val_mean_absolute_error: 101.8159 Epoch 4619/5000 148/148 [==============================] - 0s 81us/step - loss: 6922.2046 - mean_absolute_error: 61.8727 - val_loss: 14704.6218 - val_mean_absolute_error: 101.7965 Epoch 4620/5000 148/148 [==============================] - 0s 81us/step - loss: 6916.7823 - mean_absolute_error: 61.8808 - val_loss: 14696.9783 - val_mean_absolute_error: 101.7630 Epoch 4621/5000 148/148 [==============================] - 0s 81us/step - loss: 6916.7754 - mean_absolute_error: 61.9216 - val_loss: 14689.8977 - val_mean_absolute_error: 101.7291 Epoch 4622/5000 148/148 [==============================] - 0s 88us/step - loss: 6919.2612 - mean_absolute_error: 61.9585 - val_loss: 14682.1156 - val_mean_absolute_error: 101.6921 Epoch 4623/5000 148/148 [==============================] - 0s 74us/step - loss: 6915.8958 - mean_absolute_error: 61.9800 - val_loss: 14675.7516 - val_mean_absolute_error: 101.6602 Epoch 4624/5000 148/148 [==============================] - 0s 88us/step - loss: 6915.3933 - mean_absolute_error: 61.9904 - val_loss: 14670.5589 - val_mean_absolute_error: 101.6325 Epoch 4625/5000 148/148 [==============================] - 0s 74us/step - loss: 6914.5259 - mean_absolute_error: 61.9926 - val_loss: 14666.4090 - val_mean_absolute_error: 101.6108 Epoch 4626/5000 148/148 [==============================] - 0s 74us/step - loss: 6913.0019 - mean_absolute_error: 61.9856 - val_loss: 14662.2002 - val_mean_absolute_error: 101.5901 Epoch 4627/5000 148/148 [==============================] - 0s 74us/step - loss: 6912.2394 - mean_absolute_error: 61.9751 - val_loss: 14657.7482 - val_mean_absolute_error: 101.5673 Epoch 4628/5000 148/148 [==============================] - 0s 88us/step - loss: 6910.4787 - mean_absolute_error: 61.9504 - val_loss: 14653.8499 - val_mean_absolute_error: 101.5459 Epoch 4629/5000 148/148 [==============================] - 0s 74us/step - loss: 6907.8077 - mean_absolute_error: 61.9268 - val_loss: 14650.7012 - val_mean_absolute_error: 101.5310 Epoch 4630/5000 148/148 [==============================] - 0s 81us/step - loss: 6906.7030 - mean_absolute_error: 61.9120 - val_loss: 14649.5908 - val_mean_absolute_error: 101.5267 Epoch 4631/5000 148/148 [==============================] - 0s 81us/step - loss: 6904.4928 - mean_absolute_error: 61.8937 - val_loss: 14647.3700 - val_mean_absolute_error: 101.5178 Epoch 4632/5000 148/148 [==============================] - 0s 81us/step - loss: 6902.9272 - mean_absolute_error: 61.8800 - val_loss: 14644.0657 - val_mean_absolute_error: 101.5023 Epoch 4633/5000 148/148 [==============================] - 0s 74us/step - loss: 6901.5570 - mean_absolute_error: 61.8682 - val_loss: 14641.4987 - val_mean_absolute_error: 101.4890 Epoch 4634/5000 148/148 [==============================] - 0s 68us/step - loss: 6899.7906 - mean_absolute_error: 61.8488 - val_loss: 14637.6325 - val_mean_absolute_error: 101.4692 Epoch 4635/5000 148/148 [==============================] - 0s 88us/step - loss: 6898.5766 - mean_absolute_error: 61.8378 - val_loss: 14634.1580 - val_mean_absolute_error: 101.4507 Epoch 4636/5000 148/148 [==============================] - 0s 68us/step - loss: 6896.4907 - mean_absolute_error: 61.8206 - val_loss: 14629.0498 - val_mean_absolute_error: 101.4236 Epoch 4637/5000 148/148 [==============================] - 0s 81us/step - loss: 6894.9632 - mean_absolute_error: 61.8053 - val_loss: 14624.4324 - val_mean_absolute_error: 101.4008 Epoch 4638/5000 148/148 [==============================] - 0s 81us/step - loss: 6893.3906 - mean_absolute_error: 61.7931 - val_loss: 14618.9291 - val_mean_absolute_error: 101.3728 Epoch 4639/5000 148/148 [==============================] - 0s 68us/step - loss: 6892.0876 - mean_absolute_error: 61.7757 - val_loss: 14613.3882 - val_mean_absolute_error: 101.3448 Epoch 4640/5000 148/148 [==============================] - 0s 81us/step - loss: 6890.0005 - mean_absolute_error: 61.7552 - val_loss: 14608.8068 - val_mean_absolute_error: 101.3205 Epoch 4641/5000 148/148 [==============================] - 0s 68us/step - loss: 6889.2250 - mean_absolute_error: 61.7391 - val_loss: 14604.6447 - val_mean_absolute_error: 101.2976 Epoch 4642/5000 148/148 [==============================] - 0s 88us/step - loss: 6887.4418 - mean_absolute_error: 61.7159 - val_loss: 14600.7469 - val_mean_absolute_error: 101.2760 Epoch 4643/5000 148/148 [==============================] - 0s 81us/step - loss: 6885.9069 - mean_absolute_error: 61.6944 - val_loss: 14598.4980 - val_mean_absolute_error: 101.2569 Epoch 4644/5000 148/148 [==============================] - 0s 61us/step - loss: 6883.6997 - mean_absolute_error: 61.6731 - val_loss: 14596.0371 - val_mean_absolute_error: 101.2386 Epoch 4645/5000 148/148 [==============================] - 0s 74us/step - loss: 6881.8833 - mean_absolute_error: 61.6582 - val_loss: 14593.5112 - val_mean_absolute_error: 101.2231 Epoch 4646/5000 148/148 [==============================] - 0s 74us/step - loss: 6881.6695 - mean_absolute_error: 61.6449 - val_loss: 14591.5502 - val_mean_absolute_error: 101.2108 Epoch 4647/5000 148/148 [==============================] - 0s 108us/step - loss: 6879.9896 - mean_absolute_error: 61.6202 - val_loss: 14590.0441 - val_mean_absolute_error: 101.2030 Epoch 4648/5000 148/148 [==============================] - 0s 74us/step - loss: 6877.8530 - mean_absolute_error: 61.6002 - val_loss: 14587.9572 - val_mean_absolute_error: 101.1908 Epoch 4649/5000 148/148 [==============================] - 0s 68us/step - loss: 6876.2580 - mean_absolute_error: 61.5810 - val_loss: 14585.4152 - val_mean_absolute_error: 101.1773 Epoch 4650/5000 148/148 [==============================] - 0s 81us/step - loss: 6875.2433 - mean_absolute_error: 61.5619 - val_loss: 14585.0212 - val_mean_absolute_error: 101.1757 Epoch 4651/5000 148/148 [==============================] - 0s 74us/step - loss: 6874.3755 - mean_absolute_error: 61.5459 - val_loss: 14583.3401 - val_mean_absolute_error: 101.1685 Epoch 4652/5000 148/148 [==============================] - 0s 81us/step - loss: 6872.7835 - mean_absolute_error: 61.5297 - val_loss: 14578.8337 - val_mean_absolute_error: 101.1510 Epoch 4653/5000 148/148 [==============================] - 0s 68us/step - loss: 6871.7019 - mean_absolute_error: 61.5179 - val_loss: 14574.4127 - val_mean_absolute_error: 101.1312 Epoch 4654/5000 148/148 [==============================] - 0s 88us/step - loss: 6870.0745 - mean_absolute_error: 61.5046 - val_loss: 14569.1436 - val_mean_absolute_error: 101.1062 Epoch 4655/5000 148/148 [==============================] - 0s 74us/step - loss: 6868.4062 - mean_absolute_error: 61.4885 - val_loss: 14566.1414 - val_mean_absolute_error: 101.0899 Epoch 4656/5000 148/148 [==============================] - 0s 88us/step - loss: 6867.2197 - mean_absolute_error: 61.4639 - val_loss: 14562.2184 - val_mean_absolute_error: 101.0672 Epoch 4657/5000 148/148 [==============================] - 0s 61us/step - loss: 6865.7510 - mean_absolute_error: 61.4463 - val_loss: 14559.2816 - val_mean_absolute_error: 101.0507 Epoch 4658/5000 148/148 [==============================] - 0s 88us/step - loss: 6863.9353 - mean_absolute_error: 61.4314 - val_loss: 14557.9838 - val_mean_absolute_error: 101.0439 Epoch 4659/5000 148/148 [==============================] - 0s 95us/step - loss: 6862.7714 - mean_absolute_error: 61.4231 - val_loss: 14555.0764 - val_mean_absolute_error: 101.0302 Epoch 4660/5000 148/148 [==============================] - 0s 74us/step - loss: 6861.4914 - mean_absolute_error: 61.4125 - val_loss: 14551.2329 - val_mean_absolute_error: 101.0151 Epoch 4661/5000 148/148 [==============================] - 0s 68us/step - loss: 6859.7360 - mean_absolute_error: 61.3977 - val_loss: 14548.3602 - val_mean_absolute_error: 101.0018 Epoch 4662/5000 148/148 [==============================] - 0s 68us/step - loss: 6860.0438 - mean_absolute_error: 61.3770 - val_loss: 14546.6723 - val_mean_absolute_error: 100.9941 Epoch 4663/5000 148/148 [==============================] - 0s 88us/step - loss: 6858.0029 - mean_absolute_error: 61.3633 - val_loss: 14546.1408 - val_mean_absolute_error: 100.9939 Epoch 4664/5000 148/148 [==============================] - 0s 74us/step - loss: 6856.8814 - mean_absolute_error: 61.3533 - val_loss: 14543.1611 - val_mean_absolute_error: 100.9800 Epoch 4665/5000 148/148 [==============================] - 0s 74us/step - loss: 6855.8433 - mean_absolute_error: 61.3433 - val_loss: 14540.1699 - val_mean_absolute_error: 100.9656 Epoch 4666/5000 148/148 [==============================] - 0s 81us/step - loss: 6854.0694 - mean_absolute_error: 61.3314 - val_loss: 14539.1848 - val_mean_absolute_error: 100.9596 Epoch 4667/5000 148/148 [==============================] - 0s 74us/step - loss: 6853.5708 - mean_absolute_error: 61.3192 - val_loss: 14535.3426 - val_mean_absolute_error: 100.9401 Epoch 4668/5000 148/148 [==============================] - 0s 81us/step - loss: 6852.0388 - mean_absolute_error: 61.3061 - val_loss: 14530.2198 - val_mean_absolute_error: 100.9137 Epoch 4669/5000 148/148 [==============================] - 0s 81us/step - loss: 6849.9276 - mean_absolute_error: 61.2911 - val_loss: 14525.0207 - val_mean_absolute_error: 100.8896 Epoch 4670/5000 148/148 [==============================] - 0s 68us/step - loss: 6848.5534 - mean_absolute_error: 61.2820 - val_loss: 14520.0475 - val_mean_absolute_error: 100.8657 Epoch 4671/5000 148/148 [==============================] - 0s 74us/step - loss: 6846.9495 - mean_absolute_error: 61.2714 - val_loss: 14518.3157 - val_mean_absolute_error: 100.8583 Epoch 4672/5000 148/148 [==============================] - 0s 68us/step - loss: 6845.2065 - mean_absolute_error: 61.2623 - val_loss: 14516.6838 - val_mean_absolute_error: 100.8527 Epoch 4673/5000 148/148 [==============================] - 0s 61us/step - loss: 6844.1961 - mean_absolute_error: 61.2563 - val_loss: 14516.3346 - val_mean_absolute_error: 100.8533 Epoch 4674/5000 148/148 [==============================] - 0s 68us/step - loss: 6842.9171 - mean_absolute_error: 61.2506 - val_loss: 14514.3686 - val_mean_absolute_error: 100.8460 Epoch 4675/5000 148/148 [==============================] - 0s 61us/step - loss: 6841.5442 - mean_absolute_error: 61.2449 - val_loss: 14512.3419 - val_mean_absolute_error: 100.8380 Epoch 4676/5000 148/148 [==============================] - 0s 68us/step - loss: 6840.1917 - mean_absolute_error: 61.2386 - val_loss: 14509.6407 - val_mean_absolute_error: 100.8271 Epoch 4677/5000 148/148 [==============================] - 0s 68us/step - loss: 6839.3977 - mean_absolute_error: 61.2293 - val_loss: 14506.9020 - val_mean_absolute_error: 100.8182 Epoch 4678/5000 148/148 [==============================] - 0s 61us/step - loss: 6838.9243 - mean_absolute_error: 61.2179 - val_loss: 14505.4425 - val_mean_absolute_error: 100.8113 Epoch 4679/5000 148/148 [==============================] - 0s 68us/step - loss: 6836.6337 - mean_absolute_error: 61.2039 - val_loss: 14502.6068 - val_mean_absolute_error: 100.7962 Epoch 4680/5000 148/148 [==============================] - 0s 81us/step - loss: 6835.0293 - mean_absolute_error: 61.1928 - val_loss: 14498.9729 - val_mean_absolute_error: 100.7772 Epoch 4681/5000 148/148 [==============================] - 0s 68us/step - loss: 6833.4494 - mean_absolute_error: 61.1859 - val_loss: 14495.4772 - val_mean_absolute_error: 100.7608 Epoch 4682/5000 148/148 [==============================] - 0s 74us/step - loss: 6831.7446 - mean_absolute_error: 61.1758 - val_loss: 14492.6491 - val_mean_absolute_error: 100.7491 Epoch 4683/5000 148/148 [==============================] - 0s 74us/step - loss: 6830.4815 - mean_absolute_error: 61.1680 - val_loss: 14488.9248 - val_mean_absolute_error: 100.7334 Epoch 4684/5000 148/148 [==============================] - 0s 81us/step - loss: 6829.4209 - mean_absolute_error: 61.1584 - val_loss: 14485.9891 - val_mean_absolute_error: 100.7207 Epoch 4685/5000 148/148 [==============================] - 0s 68us/step - loss: 6827.7595 - mean_absolute_error: 61.1465 - val_loss: 14482.2147 - val_mean_absolute_error: 100.7040 Epoch 4686/5000 148/148 [==============================] - 0s 74us/step - loss: 6826.1648 - mean_absolute_error: 61.1385 - val_loss: 14477.9482 - val_mean_absolute_error: 100.6855 Epoch 4687/5000 148/148 [==============================] - 0s 74us/step - loss: 6824.7196 - mean_absolute_error: 61.1308 - val_loss: 14473.9290 - val_mean_absolute_error: 100.6671 Epoch 4688/5000 148/148 [==============================] - 0s 68us/step - loss: 6823.4122 - mean_absolute_error: 61.1241 - val_loss: 14469.4708 - val_mean_absolute_error: 100.6478 Epoch 4689/5000 148/148 [==============================] - 0s 74us/step - loss: 6821.6017 - mean_absolute_error: 61.1172 - val_loss: 14465.7827 - val_mean_absolute_error: 100.6317 Epoch 4690/5000 148/148 [==============================] - 0s 68us/step - loss: 6820.2973 - mean_absolute_error: 61.1145 - val_loss: 14460.4201 - val_mean_absolute_error: 100.6103 Epoch 4691/5000 148/148 [==============================] - 0s 88us/step - loss: 6818.6527 - mean_absolute_error: 61.1089 - val_loss: 14457.1584 - val_mean_absolute_error: 100.5970 Epoch 4692/5000 148/148 [==============================] - 0s 68us/step - loss: 6818.1052 - mean_absolute_error: 61.1150 - val_loss: 14454.6252 - val_mean_absolute_error: 100.5872 Epoch 4693/5000 148/148 [==============================] - 0s 74us/step - loss: 6816.1551 - mean_absolute_error: 61.1142 - val_loss: 14452.3727 - val_mean_absolute_error: 100.5786 Epoch 4694/5000 148/148 [==============================] - 0s 68us/step - loss: 6814.3845 - mean_absolute_error: 61.1068 - val_loss: 14452.2940 - val_mean_absolute_error: 100.5827 Epoch 4695/5000 148/148 [==============================] - 0s 74us/step - loss: 6813.5100 - mean_absolute_error: 61.1012 - val_loss: 14451.4734 - val_mean_absolute_error: 100.5822 Epoch 4696/5000 148/148 [==============================] - 0s 68us/step - loss: 6811.9909 - mean_absolute_error: 61.0916 - val_loss: 14450.6710 - val_mean_absolute_error: 100.5806 Epoch 4697/5000 148/148 [==============================] - 0s 81us/step - loss: 6811.0203 - mean_absolute_error: 61.0783 - val_loss: 14450.1964 - val_mean_absolute_error: 100.5775 Epoch 4698/5000 148/148 [==============================] - 0s 68us/step - loss: 6809.3862 - mean_absolute_error: 61.0681 - val_loss: 14448.3423 - val_mean_absolute_error: 100.5688 Epoch 4699/5000 148/148 [==============================] - 0s 74us/step - loss: 6808.6443 - mean_absolute_error: 61.0657 - val_loss: 14444.9941 - val_mean_absolute_error: 100.5549 Epoch 4700/5000 148/148 [==============================] - 0s 74us/step - loss: 6808.9339 - mean_absolute_error: 61.0956 - val_loss: 14438.6309 - val_mean_absolute_error: 100.5328 Epoch 4701/5000 148/148 [==============================] - 0s 74us/step - loss: 6804.5803 - mean_absolute_error: 61.1265 - val_loss: 14434.8073 - val_mean_absolute_error: 100.5185 Epoch 4702/5000 148/148 [==============================] - 0s 74us/step - loss: 6805.1045 - mean_absolute_error: 61.1535 - val_loss: 14431.2695 - val_mean_absolute_error: 100.5040 Epoch 4703/5000 148/148 [==============================] - 0s 68us/step - loss: 6802.8485 - mean_absolute_error: 61.1524 - val_loss: 14427.6963 - val_mean_absolute_error: 100.4870 Epoch 4704/5000 148/148 [==============================] - 0s 74us/step - loss: 6798.8147 - mean_absolute_error: 61.1721 - val_loss: 14419.5600 - val_mean_absolute_error: 100.4528 Epoch 4705/5000 148/148 [==============================] - 0s 74us/step - loss: 6801.4429 - mean_absolute_error: 61.2194 - val_loss: 14414.7629 - val_mean_absolute_error: 100.4287 Epoch 4706/5000 148/148 [==============================] - 0s 74us/step - loss: 6800.8117 - mean_absolute_error: 61.2334 - val_loss: 14410.2236 - val_mean_absolute_error: 100.4040 Epoch 4707/5000 148/148 [==============================] - 0s 68us/step - loss: 6798.6295 - mean_absolute_error: 61.2286 - val_loss: 14406.1667 - val_mean_absolute_error: 100.3821 Epoch 4708/5000 148/148 [==============================] - 0s 74us/step - loss: 6796.6361 - mean_absolute_error: 61.2210 - val_loss: 14401.9829 - val_mean_absolute_error: 100.3615 Epoch 4709/5000 148/148 [==============================] - 0s 68us/step - loss: 6794.4352 - mean_absolute_error: 61.2027 - val_loss: 14398.4868 - val_mean_absolute_error: 100.3421 Epoch 4710/5000 148/148 [==============================] - 0s 68us/step - loss: 6792.0220 - mean_absolute_error: 61.1868 - val_loss: 14396.0881 - val_mean_absolute_error: 100.3299 Epoch 4711/5000 148/148 [==============================] - 0s 74us/step - loss: 6790.1413 - mean_absolute_error: 61.1720 - val_loss: 14394.5545 - val_mean_absolute_error: 100.3219 Epoch 4712/5000 148/148 [==============================] - 0s 74us/step - loss: 6788.8244 - mean_absolute_error: 61.1567 - val_loss: 14392.3506 - val_mean_absolute_error: 100.3107 Epoch 4713/5000 148/148 [==============================] - 0s 68us/step - loss: 6786.8361 - mean_absolute_error: 61.1295 - val_loss: 14389.9122 - val_mean_absolute_error: 100.2983 Epoch 4714/5000 148/148 [==============================] - 0s 74us/step - loss: 6785.3942 - mean_absolute_error: 61.1158 - val_loss: 14386.7610 - val_mean_absolute_error: 100.2829 Epoch 4715/5000 148/148 [==============================] - 0s 68us/step - loss: 6783.2356 - mean_absolute_error: 61.0998 - val_loss: 14383.0300 - val_mean_absolute_error: 100.2646 Epoch 4716/5000 148/148 [==============================] - 0s 74us/step - loss: 6781.9173 - mean_absolute_error: 61.0869 - val_loss: 14379.3104 - val_mean_absolute_error: 100.2450 Epoch 4717/5000 148/148 [==============================] - 0s 68us/step - loss: 6780.5240 - mean_absolute_error: 61.0646 - val_loss: 14377.4000 - val_mean_absolute_error: 100.2341 Epoch 4718/5000 148/148 [==============================] - 0s 74us/step - loss: 6780.2172 - mean_absolute_error: 61.0405 - val_loss: 14375.7486 - val_mean_absolute_error: 100.2233 Epoch 4719/5000 148/148 [==============================] - 0s 74us/step - loss: 6776.8155 - mean_absolute_error: 61.0087 - val_loss: 14373.7234 - val_mean_absolute_error: 100.2106 Epoch 4720/5000 148/148 [==============================] - 0s 81us/step - loss: 6774.5889 - mean_absolute_error: 60.9894 - val_loss: 14373.4089 - val_mean_absolute_error: 100.2051 Epoch 4721/5000 148/148 [==============================] - 0s 74us/step - loss: 6774.9221 - mean_absolute_error: 60.9703 - val_loss: 14372.6189 - val_mean_absolute_error: 100.1974 Epoch 4722/5000 148/148 [==============================] - 0s 68us/step - loss: 6774.2426 - mean_absolute_error: 60.9500 - val_loss: 14371.9144 - val_mean_absolute_error: 100.1930 Epoch 4723/5000 148/148 [==============================] - 0s 68us/step - loss: 6770.2567 - mean_absolute_error: 60.9261 - val_loss: 14371.8197 - val_mean_absolute_error: 100.1931 Epoch 4724/5000 148/148 [==============================] - 0s 74us/step - loss: 6768.7671 - mean_absolute_error: 60.9155 - val_loss: 14370.6945 - val_mean_absolute_error: 100.1893 Epoch 4725/5000 148/148 [==============================] - 0s 68us/step - loss: 6766.7586 - mean_absolute_error: 60.9027 - val_loss: 14370.2079 - val_mean_absolute_error: 100.1881 Epoch 4726/5000 148/148 [==============================] - 0s 68us/step - loss: 6765.9126 - mean_absolute_error: 60.8852 - val_loss: 14370.1888 - val_mean_absolute_error: 100.1890 Epoch 4727/5000 148/148 [==============================] - 0s 74us/step - loss: 6765.5661 - mean_absolute_error: 60.8663 - val_loss: 14368.3393 - val_mean_absolute_error: 100.1806 Epoch 4728/5000 148/148 [==============================] - 0s 74us/step - loss: 6763.9059 - mean_absolute_error: 60.8522 - val_loss: 14364.9108 - val_mean_absolute_error: 100.1670 Epoch 4729/5000 148/148 [==============================] - 0s 74us/step - loss: 6762.4088 - mean_absolute_error: 60.8391 - val_loss: 14361.6739 - val_mean_absolute_error: 100.1521 Epoch 4730/5000 148/148 [==============================] - 0s 74us/step - loss: 6760.7793 - mean_absolute_error: 60.8256 - val_loss: 14358.5796 - val_mean_absolute_error: 100.1369 Epoch 4731/5000 148/148 [==============================] - 0s 61us/step - loss: 6760.6734 - mean_absolute_error: 60.8128 - val_loss: 14355.3619 - val_mean_absolute_error: 100.1210 Epoch 4732/5000 148/148 [==============================] - 0s 81us/step - loss: 6759.9642 - mean_absolute_error: 60.8214 - val_loss: 14350.4219 - val_mean_absolute_error: 100.0986 Epoch 4733/5000 148/148 [==============================] - 0s 74us/step - loss: 6757.0556 - mean_absolute_error: 60.8334 - val_loss: 14346.0362 - val_mean_absolute_error: 100.0789 Epoch 4734/5000 148/148 [==============================] - 0s 74us/step - loss: 6754.8445 - mean_absolute_error: 60.8367 - val_loss: 14343.3152 - val_mean_absolute_error: 100.0678 Epoch 4735/5000 148/148 [==============================] - 0s 74us/step - loss: 6752.8009 - mean_absolute_error: 60.8328 - val_loss: 14341.6845 - val_mean_absolute_error: 100.0622 Epoch 4736/5000 148/148 [==============================] - 0s 74us/step - loss: 6751.0967 - mean_absolute_error: 60.8261 - val_loss: 14339.6949 - val_mean_absolute_error: 100.0547 Epoch 4737/5000 148/148 [==============================] - 0s 74us/step - loss: 6749.2586 - mean_absolute_error: 60.8174 - val_loss: 14336.6421 - val_mean_absolute_error: 100.0420 Epoch 4738/5000 148/148 [==============================] - 0s 68us/step - loss: 6747.4678 - mean_absolute_error: 60.8083 - val_loss: 14333.5920 - val_mean_absolute_error: 100.0313 Epoch 4739/5000 148/148 [==============================] - 0s 74us/step - loss: 6746.1116 - mean_absolute_error: 60.7986 - val_loss: 14327.5283 - val_mean_absolute_error: 100.0118 Epoch 4740/5000 148/148 [==============================] - 0s 68us/step - loss: 6744.3239 - mean_absolute_error: 60.7881 - val_loss: 14322.6591 - val_mean_absolute_error: 99.9937 Epoch 4741/5000 148/148 [==============================] - 0s 68us/step - loss: 6742.6004 - mean_absolute_error: 60.7778 - val_loss: 14319.1732 - val_mean_absolute_error: 99.9793 Epoch 4742/5000 148/148 [==============================] - 0s 68us/step - loss: 6741.2539 - mean_absolute_error: 60.7688 - val_loss: 14315.7934 - val_mean_absolute_error: 99.9629 Epoch 4743/5000 148/148 [==============================] - 0s 68us/step - loss: 6739.5403 - mean_absolute_error: 60.7528 - val_loss: 14313.9793 - val_mean_absolute_error: 99.9541 Epoch 4744/5000 148/148 [==============================] - 0s 68us/step - loss: 6738.3820 - mean_absolute_error: 60.7397 - val_loss: 14310.6666 - val_mean_absolute_error: 99.9398 Epoch 4745/5000 148/148 [==============================] - 0s 81us/step - loss: 6736.2456 - mean_absolute_error: 60.7293 - val_loss: 14306.9059 - val_mean_absolute_error: 99.9292 Epoch 4746/5000 148/148 [==============================] - 0s 68us/step - loss: 6735.5058 - mean_absolute_error: 60.7275 - val_loss: 14302.8314 - val_mean_absolute_error: 99.9146 Epoch 4747/5000 148/148 [==============================] - 0s 81us/step - loss: 6733.5005 - mean_absolute_error: 60.7202 - val_loss: 14297.7853 - val_mean_absolute_error: 99.8921 Epoch 4748/5000 148/148 [==============================] - 0s 74us/step - loss: 6729.2807 - mean_absolute_error: 60.7133 - val_loss: 14291.6371 - val_mean_absolute_error: 99.8621 Epoch 4749/5000 148/148 [==============================] - 0s 74us/step - loss: 6732.2624 - mean_absolute_error: 60.7471 - val_loss: 14286.0385 - val_mean_absolute_error: 99.8359 Epoch 4750/5000 148/148 [==============================] - 0s 74us/step - loss: 6728.2850 - mean_absolute_error: 60.7430 - val_loss: 14281.3986 - val_mean_absolute_error: 99.8130 Epoch 4751/5000 148/148 [==============================] - 0s 74us/step - loss: 6727.5049 - mean_absolute_error: 60.7414 - val_loss: 14276.0815 - val_mean_absolute_error: 99.7857 Epoch 4752/5000 148/148 [==============================] - 0s 74us/step - loss: 6725.7261 - mean_absolute_error: 60.7359 - val_loss: 14273.3023 - val_mean_absolute_error: 99.7704 Epoch 4753/5000 148/148 [==============================] - 0s 74us/step - loss: 6724.3389 - mean_absolute_error: 60.7217 - val_loss: 14272.5462 - val_mean_absolute_error: 99.7648 Epoch 4754/5000 148/148 [==============================] - 0s 68us/step - loss: 6722.7130 - mean_absolute_error: 60.7060 - val_loss: 14270.3175 - val_mean_absolute_error: 99.7521 Epoch 4755/5000 148/148 [==============================] - 0s 74us/step - loss: 6721.2707 - mean_absolute_error: 60.6940 - val_loss: 14267.9582 - val_mean_absolute_error: 99.7392 Epoch 4756/5000 148/148 [==============================] - 0s 68us/step - loss: 6720.4786 - mean_absolute_error: 60.6777 - val_loss: 14265.4337 - val_mean_absolute_error: 99.7259 Epoch 4757/5000 148/148 [==============================] - 0s 68us/step - loss: 6718.3613 - mean_absolute_error: 60.6497 - val_loss: 14262.7950 - val_mean_absolute_error: 99.7135 Epoch 4758/5000 148/148 [==============================] - 0s 68us/step - loss: 6716.5194 - mean_absolute_error: 60.6303 - val_loss: 14258.8314 - val_mean_absolute_error: 99.6931 Epoch 4759/5000 148/148 [==============================] - 0s 68us/step - loss: 6714.6627 - mean_absolute_error: 60.6108 - val_loss: 14257.7549 - val_mean_absolute_error: 99.6864 Epoch 4760/5000 148/148 [==============================] - 0s 74us/step - loss: 6712.8209 - mean_absolute_error: 60.5981 - val_loss: 14255.3221 - val_mean_absolute_error: 99.6753 Epoch 4761/5000 148/148 [==============================] - 0s 68us/step - loss: 6711.6041 - mean_absolute_error: 60.5883 - val_loss: 14253.6579 - val_mean_absolute_error: 99.6675 Epoch 4762/5000 148/148 [==============================] - 0s 68us/step - loss: 6709.5996 - mean_absolute_error: 60.5775 - val_loss: 14249.7508 - val_mean_absolute_error: 99.6486 Epoch 4763/5000 148/148 [==============================] - 0s 74us/step - loss: 6708.2217 - mean_absolute_error: 60.5655 - val_loss: 14246.8739 - val_mean_absolute_error: 99.6336 Epoch 4764/5000 148/148 [==============================] - 0s 68us/step - loss: 6706.4071 - mean_absolute_error: 60.5533 - val_loss: 14243.7309 - val_mean_absolute_error: 99.6183 Epoch 4765/5000 148/148 [==============================] - 0s 74us/step - loss: 6704.8909 - mean_absolute_error: 60.5482 - val_loss: 14241.3815 - val_mean_absolute_error: 99.6061 Epoch 4766/5000 148/148 [==============================] - 0s 68us/step - loss: 6702.4243 - mean_absolute_error: 60.5300 - val_loss: 14239.1069 - val_mean_absolute_error: 99.5915 Epoch 4767/5000 148/148 [==============================] - 0s 68us/step - loss: 6702.7444 - mean_absolute_error: 60.5045 - val_loss: 14236.9401 - val_mean_absolute_error: 99.5780 Epoch 4768/5000 148/148 [==============================] - 0s 74us/step - loss: 6700.5060 - mean_absolute_error: 60.4865 - val_loss: 14234.2134 - val_mean_absolute_error: 99.5651 Epoch 4769/5000 148/148 [==============================] - 0s 68us/step - loss: 6699.2716 - mean_absolute_error: 60.4747 - val_loss: 14230.8133 - val_mean_absolute_error: 99.5484 Epoch 4770/5000 148/148 [==============================] - 0s 74us/step - loss: 6697.8269 - mean_absolute_error: 60.4657 - val_loss: 14226.7565 - val_mean_absolute_error: 99.5302 Epoch 4771/5000 148/148 [==============================] - 0s 68us/step - loss: 6696.3495 - mean_absolute_error: 60.4511 - val_loss: 14222.5579 - val_mean_absolute_error: 99.5084 Epoch 4772/5000 148/148 [==============================] - 0s 74us/step - loss: 6697.9280 - mean_absolute_error: 60.4236 - val_loss: 14218.6266 - val_mean_absolute_error: 99.4842 Epoch 4773/5000 148/148 [==============================] - 0s 74us/step - loss: 6694.5753 - mean_absolute_error: 60.4171 - val_loss: 14211.4463 - val_mean_absolute_error: 99.4532 Epoch 4774/5000 148/148 [==============================] - 0s 74us/step - loss: 6690.6564 - mean_absolute_error: 60.4313 - val_loss: 14205.8730 - val_mean_absolute_error: 99.4278 Epoch 4775/5000 148/148 [==============================] - 0s 68us/step - loss: 6689.8810 - mean_absolute_error: 60.4448 - val_loss: 14200.9554 - val_mean_absolute_error: 99.4054 Epoch 4776/5000 148/148 [==============================] - 0s 88us/step - loss: 6687.9473 - mean_absolute_error: 60.4446 - val_loss: 14196.7933 - val_mean_absolute_error: 99.3838 Epoch 4777/5000 148/148 [==============================] - 0s 74us/step - loss: 6686.0424 - mean_absolute_error: 60.4375 - val_loss: 14194.1035 - val_mean_absolute_error: 99.3715 Epoch 4778/5000 148/148 [==============================] - 0s 68us/step - loss: 6684.6774 - mean_absolute_error: 60.4284 - val_loss: 14192.3866 - val_mean_absolute_error: 99.3632 Epoch 4779/5000 148/148 [==============================] - 0s 74us/step - loss: 6682.9355 - mean_absolute_error: 60.4157 - val_loss: 14191.2112 - val_mean_absolute_error: 99.3585 Epoch 4780/5000 148/148 [==============================] - 0s 74us/step - loss: 6681.7502 - mean_absolute_error: 60.4071 - val_loss: 14189.4613 - val_mean_absolute_error: 99.3466 Epoch 4781/5000 148/148 [==============================] - 0s 74us/step - loss: 6680.9403 - mean_absolute_error: 60.3951 - val_loss: 14188.1033 - val_mean_absolute_error: 99.3356 Epoch 4782/5000 148/148 [==============================] - 0s 68us/step - loss: 6678.8521 - mean_absolute_error: 60.3793 - val_loss: 14186.0420 - val_mean_absolute_error: 99.3253 Epoch 4783/5000 148/148 [==============================] - 0s 81us/step - loss: 6677.3316 - mean_absolute_error: 60.3689 - val_loss: 14184.7594 - val_mean_absolute_error: 99.3204 Epoch 4784/5000 148/148 [==============================] - 0s 68us/step - loss: 6677.0904 - mean_absolute_error: 60.3704 - val_loss: 14182.0580 - val_mean_absolute_error: 99.3091 Epoch 4785/5000 148/148 [==============================] - 0s 81us/step - loss: 6674.7448 - mean_absolute_error: 60.3617 - val_loss: 14177.8315 - val_mean_absolute_error: 99.2884 Epoch 4786/5000 148/148 [==============================] - 0s 68us/step - loss: 6672.8875 - mean_absolute_error: 60.3512 - val_loss: 14172.3640 - val_mean_absolute_error: 99.2607 Epoch 4787/5000 148/148 [==============================] - 0s 74us/step - loss: 6670.8843 - mean_absolute_error: 60.3468 - val_loss: 14169.1251 - val_mean_absolute_error: 99.2425 Epoch 4788/5000 148/148 [==============================] - 0s 74us/step - loss: 6670.2118 - mean_absolute_error: 60.3316 - val_loss: 14166.9980 - val_mean_absolute_error: 99.2324 Epoch 4789/5000 148/148 [==============================] - 0s 68us/step - loss: 6667.8851 - mean_absolute_error: 60.3155 - val_loss: 14163.8740 - val_mean_absolute_error: 99.2175 Epoch 4790/5000 148/148 [==============================] - 0s 68us/step - loss: 6666.1057 - mean_absolute_error: 60.3065 - val_loss: 14159.3945 - val_mean_absolute_error: 99.1942 Epoch 4791/5000 148/148 [==============================] - 0s 74us/step - loss: 6664.1437 - mean_absolute_error: 60.2924 - val_loss: 14156.6051 - val_mean_absolute_error: 99.1792 Epoch 4792/5000 148/148 [==============================] - 0s 74us/step - loss: 6662.6436 - mean_absolute_error: 60.2772 - val_loss: 14153.7223 - val_mean_absolute_error: 99.1642 Epoch 4793/5000 148/148 [==============================] - 0s 74us/step - loss: 6662.4763 - mean_absolute_error: 60.2576 - val_loss: 14151.3568 - val_mean_absolute_error: 99.1510 Epoch 4794/5000 148/148 [==============================] - 0s 74us/step - loss: 6660.1496 - mean_absolute_error: 60.2318 - val_loss: 14147.3407 - val_mean_absolute_error: 99.1305 Epoch 4795/5000 148/148 [==============================] - 0s 74us/step - loss: 6658.6892 - mean_absolute_error: 60.2205 - val_loss: 14141.7997 - val_mean_absolute_error: 99.1029 Epoch 4796/5000 148/148 [==============================] - 0s 68us/step - loss: 6657.0325 - mean_absolute_error: 60.2047 - val_loss: 14137.0795 - val_mean_absolute_error: 99.0773 Epoch 4797/5000 148/148 [==============================] - 0s 74us/step - loss: 6655.4625 - mean_absolute_error: 60.1778 - val_loss: 14134.3032 - val_mean_absolute_error: 99.0591 Epoch 4798/5000 148/148 [==============================] - 0s 74us/step - loss: 6655.7194 - mean_absolute_error: 60.1596 - val_loss: 14130.1008 - val_mean_absolute_error: 99.0332 Epoch 4799/5000 148/148 [==============================] - 0s 68us/step - loss: 6653.5667 - mean_absolute_error: 60.1364 - val_loss: 14125.8075 - val_mean_absolute_error: 99.0116 Epoch 4800/5000 148/148 [==============================] - 0s 74us/step - loss: 6652.1077 - mean_absolute_error: 60.1210 - val_loss: 14122.4738 - val_mean_absolute_error: 98.9943 Epoch 4801/5000 148/148 [==============================] - 0s 74us/step - loss: 6650.5908 - mean_absolute_error: 60.1113 - val_loss: 14118.7788 - val_mean_absolute_error: 98.9783 Epoch 4802/5000 148/148 [==============================] - 0s 74us/step - loss: 6649.1487 - mean_absolute_error: 60.0968 - val_loss: 14117.0542 - val_mean_absolute_error: 98.9707 Epoch 4803/5000 148/148 [==============================] - 0s 68us/step - loss: 6646.9974 - mean_absolute_error: 60.0798 - val_loss: 14113.8330 - val_mean_absolute_error: 98.9564 Epoch 4804/5000 148/148 [==============================] - 0s 68us/step - loss: 6645.3185 - mean_absolute_error: 60.0678 - val_loss: 14110.1337 - val_mean_absolute_error: 98.9396 Epoch 4805/5000 148/148 [==============================] - 0s 74us/step - loss: 6643.5026 - mean_absolute_error: 60.0599 - val_loss: 14104.9176 - val_mean_absolute_error: 98.9140 Epoch 4806/5000 148/148 [==============================] - 0s 74us/step - loss: 6641.6818 - mean_absolute_error: 60.0550 - val_loss: 14101.3039 - val_mean_absolute_error: 98.8936 Epoch 4807/5000 148/148 [==============================] - 0s 68us/step - loss: 6639.1578 - mean_absolute_error: 60.0448 - val_loss: 14097.9829 - val_mean_absolute_error: 98.8752 Epoch 4808/5000 148/148 [==============================] - 0s 74us/step - loss: 6637.2043 - mean_absolute_error: 60.0365 - val_loss: 14094.1401 - val_mean_absolute_error: 98.8546 Epoch 4809/5000 148/148 [==============================] - 0s 74us/step - loss: 6634.7863 - mean_absolute_error: 60.0295 - val_loss: 14091.1227 - val_mean_absolute_error: 98.8431 Epoch 4810/5000 148/148 [==============================] - 0s 74us/step - loss: 6633.4736 - mean_absolute_error: 60.0272 - val_loss: 14088.5289 - val_mean_absolute_error: 98.8352 Epoch 4811/5000 148/148 [==============================] - 0s 101us/step - loss: 6630.9343 - mean_absolute_error: 60.0257 - val_loss: 14084.8282 - val_mean_absolute_error: 98.8219 Epoch 4812/5000 148/148 [==============================] - 0s 81us/step - loss: 6629.1219 - mean_absolute_error: 60.0247 - val_loss: 14081.2551 - val_mean_absolute_error: 98.8062 Epoch 4813/5000 148/148 [==============================] - 0s 74us/step - loss: 6626.9842 - mean_absolute_error: 60.0175 - val_loss: 14076.9064 - val_mean_absolute_error: 98.7853 Epoch 4814/5000 148/148 [==============================] - 0s 68us/step - loss: 6625.1024 - mean_absolute_error: 60.0123 - val_loss: 14072.4579 - val_mean_absolute_error: 98.7651 Epoch 4815/5000 148/148 [==============================] - 0s 68us/step - loss: 6623.1090 - mean_absolute_error: 60.0055 - val_loss: 14067.6349 - val_mean_absolute_error: 98.7408 Epoch 4816/5000 148/148 [==============================] - 0s 74us/step - loss: 6621.4493 - mean_absolute_error: 59.9970 - val_loss: 14064.1011 - val_mean_absolute_error: 98.7206 Epoch 4817/5000 148/148 [==============================] - 0s 68us/step - loss: 6619.6057 - mean_absolute_error: 59.9925 - val_loss: 14059.6877 - val_mean_absolute_error: 98.7009 Epoch 4818/5000 148/148 [==============================] - 0s 68us/step - loss: 6617.9242 - mean_absolute_error: 59.9880 - val_loss: 14057.1271 - val_mean_absolute_error: 98.6891 Epoch 4819/5000 148/148 [==============================] - 0s 68us/step - loss: 6616.5448 - mean_absolute_error: 59.9751 - val_loss: 14058.7537 - val_mean_absolute_error: 98.6927 Epoch 4820/5000 148/148 [==============================] - 0s 68us/step - loss: 6615.2076 - mean_absolute_error: 59.9631 - val_loss: 14060.6424 - val_mean_absolute_error: 98.7004
<keras.callbacks.History at 0x2073d2b7908>
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
model.fit(standardized_X,
y_train,
batch_size=36,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 2ms/step - loss: 95917.8526 - mean_absolute_error: 266.6182 - val_loss: 160041.3994 - val_mean_absolute_error: 378.5267 Epoch 2/5000 148/148 [==============================] - 0s 68us/step - loss: 95865.9654 - mean_absolute_error: 266.5374 - val_loss: 159976.2681 - val_mean_absolute_error: 378.4475 Epoch 3/5000 148/148 [==============================] - 0s 74us/step - loss: 95816.5705 - mean_absolute_error: 266.4605 - val_loss: 159912.3475 - val_mean_absolute_error: 378.3696 Epoch 4/5000 148/148 [==============================] - 0s 74us/step - loss: 95769.5184 - mean_absolute_error: 266.3860 - val_loss: 159848.3881 - val_mean_absolute_error: 378.2914 Epoch 5/5000 148/148 [==============================] - 0s 88us/step - loss: 95721.3538 - mean_absolute_error: 266.3104 - val_loss: 159786.5944 - val_mean_absolute_error: 378.2159 Epoch 6/5000 148/148 [==============================] - 0s 88us/step - loss: 95676.8830 - mean_absolute_error: 266.2381 - val_loss: 159722.6056 - val_mean_absolute_error: 378.1377 Epoch 7/5000 148/148 [==============================] - 0s 88us/step - loss: 95629.3319 - mean_absolute_error: 266.1619 - val_loss: 159655.9688 - val_mean_absolute_error: 378.0564 Epoch 8/5000 148/148 [==============================] - 0s 74us/step - loss: 95580.8748 - mean_absolute_error: 266.0849 - val_loss: 159591.5706 - val_mean_absolute_error: 377.9778 Epoch 9/5000 148/148 [==============================] - 0s 68us/step - loss: 95533.5752 - mean_absolute_error: 266.0066 - val_loss: 159526.1031 - val_mean_absolute_error: 377.8976 Epoch 10/5000 148/148 [==============================] - 0s 88us/step - loss: 95485.0270 - mean_absolute_error: 265.9230 - val_loss: 159460.1700 - val_mean_absolute_error: 377.8168 Epoch 11/5000 148/148 [==============================] - 0s 74us/step - loss: 95436.0089 - mean_absolute_error: 265.8397 - val_loss: 159392.8169 - val_mean_absolute_error: 377.7342 Epoch 12/5000 148/148 [==============================] - 0s 81us/step - loss: 95386.0163 - mean_absolute_error: 265.7572 - val_loss: 159320.6806 - val_mean_absolute_error: 377.6462 Epoch 13/5000 148/148 [==============================] - 0s 108us/step - loss: 95333.6622 - mean_absolute_error: 265.6723 - val_loss: 159245.3050 - val_mean_absolute_error: 377.5544 Epoch 14/5000 148/148 [==============================] - 0s 74us/step - loss: 95280.8877 - mean_absolute_error: 265.5886 - val_loss: 159168.2444 - val_mean_absolute_error: 377.4605 Epoch 15/5000 148/148 [==============================] - 0s 101us/step - loss: 95225.7029 - mean_absolute_error: 265.5014 - val_loss: 159088.0831 - val_mean_absolute_error: 377.3629 Epoch 16/5000 148/148 [==============================] - 0s 101us/step - loss: 95169.0538 - mean_absolute_error: 265.4111 - val_loss: 159007.4062 - val_mean_absolute_error: 377.2647 Epoch 17/5000 148/148 [==============================] - 0s 101us/step - loss: 95114.1850 - mean_absolute_error: 265.3231 - val_loss: 158923.1313 - val_mean_absolute_error: 377.1622 Epoch 18/5000 148/148 [==============================] - 0s 115us/step - loss: 95054.7736 - mean_absolute_error: 265.2299 - val_loss: 158839.0169 - val_mean_absolute_error: 377.0596 Epoch 19/5000 148/148 [==============================] - 0s 101us/step - loss: 94994.9584 - mean_absolute_error: 265.1372 - val_loss: 158756.5200 - val_mean_absolute_error: 376.9587 Epoch 20/5000 148/148 [==============================] - 0s 135us/step - loss: 94935.4623 - mean_absolute_error: 265.0431 - val_loss: 158674.5681 - val_mean_absolute_error: 376.8583 Epoch 21/5000 148/148 [==============================] - 0s 115us/step - loss: 94877.7701 - mean_absolute_error: 264.9515 - val_loss: 158590.3438 - val_mean_absolute_error: 376.7548 Epoch 22/5000 148/148 [==============================] - 0s 95us/step - loss: 94817.0811 - mean_absolute_error: 264.8541 - val_loss: 158503.1481 - val_mean_absolute_error: 376.6479 Epoch 23/5000 148/148 [==============================] - 0s 122us/step - loss: 94755.0737 - mean_absolute_error: 264.7545 - val_loss: 158412.1412 - val_mean_absolute_error: 376.5364 Epoch 24/5000 148/148 [==============================] - 0s 88us/step - loss: 94692.2327 - mean_absolute_error: 264.6542 - val_loss: 158318.9194 - val_mean_absolute_error: 376.4223 Epoch 25/5000 148/148 [==============================] - 0s 101us/step - loss: 94626.6723 - mean_absolute_error: 264.5475 - val_loss: 158222.7625 - val_mean_absolute_error: 376.3046 Epoch 26/5000 148/148 [==============================] - 0s 101us/step - loss: 94558.3908 - mean_absolute_error: 264.4393 - val_loss: 158123.6088 - val_mean_absolute_error: 376.1836 Epoch 27/5000 148/148 [==============================] - 0s 95us/step - loss: 94491.6565 - mean_absolute_error: 264.3309 - val_loss: 158021.3500 - val_mean_absolute_error: 376.0592 Epoch 28/5000 148/148 [==============================] - 0s 122us/step - loss: 94420.6864 - mean_absolute_error: 264.2180 - val_loss: 157921.2394 - val_mean_absolute_error: 375.9369 Epoch 29/5000 148/148 [==============================] - 0s 88us/step - loss: 94352.3433 - mean_absolute_error: 264.1072 - val_loss: 157819.0431 - val_mean_absolute_error: 375.8119 Epoch 30/5000 148/148 [==============================] - 0s 68us/step - loss: 94281.6685 - mean_absolute_error: 263.9914 - val_loss: 157713.2812 - val_mean_absolute_error: 375.6826 Epoch 31/5000 148/148 [==============================] - 0s 88us/step - loss: 94206.7111 - mean_absolute_error: 263.8698 - val_loss: 157604.2412 - val_mean_absolute_error: 375.5498 Epoch 32/5000 148/148 [==============================] - 0s 88us/step - loss: 94132.6393 - mean_absolute_error: 263.7458 - val_loss: 157488.0419 - val_mean_absolute_error: 375.4083 Epoch 33/5000 148/148 [==============================] - 0s 88us/step - loss: 94053.4231 - mean_absolute_error: 263.6199 - val_loss: 157373.8575 - val_mean_absolute_error: 375.2693 Epoch 34/5000 148/148 [==============================] - 0s 88us/step - loss: 93972.3632 - mean_absolute_error: 263.4890 - val_loss: 157256.2494 - val_mean_absolute_error: 375.1266 Epoch 35/5000 148/148 [==============================] - 0s 81us/step - loss: 93893.4920 - mean_absolute_error: 263.3629 - val_loss: 157133.4519 - val_mean_absolute_error: 374.9776 Epoch 36/5000 148/148 [==============================] - 0s 81us/step - loss: 93813.2610 - mean_absolute_error: 263.2332 - val_loss: 157006.4237 - val_mean_absolute_error: 374.8231 Epoch 37/5000 148/148 [==============================] - 0s 122us/step - loss: 93727.5813 - mean_absolute_error: 263.0992 - val_loss: 156875.2900 - val_mean_absolute_error: 374.6639 Epoch 38/5000 148/148 [==============================] - 0s 128us/step - loss: 93638.8718 - mean_absolute_error: 262.9596 - val_loss: 156742.7794 - val_mean_absolute_error: 374.5026 Epoch 39/5000 148/148 [==============================] - 0s 122us/step - loss: 93546.5222 - mean_absolute_error: 262.8165 - val_loss: 156599.0894 - val_mean_absolute_error: 374.3278 Epoch 40/5000 148/148 [==============================] - 0s 101us/step - loss: 93450.6786 - mean_absolute_error: 262.6682 - val_loss: 156448.9200 - val_mean_absolute_error: 374.1453 Epoch 41/5000 148/148 [==============================] - 0s 101us/step - loss: 93349.3220 - mean_absolute_error: 262.5100 - val_loss: 156300.6363 - val_mean_absolute_error: 373.9644 Epoch 42/5000 148/148 [==============================] - 0s 108us/step - loss: 93249.2232 - mean_absolute_error: 262.3534 - val_loss: 156144.5150 - val_mean_absolute_error: 373.7742 Epoch 43/5000 148/148 [==============================] - 0s 122us/step - loss: 93144.3135 - mean_absolute_error: 262.1928 - val_loss: 155986.8781 - val_mean_absolute_error: 373.5813 Epoch 44/5000 148/148 [==============================] - 0s 108us/step - loss: 93040.2520 - mean_absolute_error: 262.0298 - val_loss: 155836.4838 - val_mean_absolute_error: 373.3967 Epoch 45/5000 148/148 [==============================] - 0s 101us/step - loss: 92937.8104 - mean_absolute_error: 261.8707 - val_loss: 155683.7712 - val_mean_absolute_error: 373.2092 Epoch 46/5000 148/148 [==============================] - 0s 122us/step - loss: 92832.7160 - mean_absolute_error: 261.7074 - val_loss: 155521.4575 - val_mean_absolute_error: 373.0101 Epoch 47/5000 148/148 [==============================] - 0s 142us/step - loss: 92722.0585 - mean_absolute_error: 261.5330 - val_loss: 155356.5856 - val_mean_absolute_error: 372.8082 Epoch 48/5000 148/148 [==============================] - 0s 101us/step - loss: 92606.9812 - mean_absolute_error: 261.3534 - val_loss: 155198.0706 - val_mean_absolute_error: 372.6135 Epoch 49/5000 148/148 [==============================] - 0s 101us/step - loss: 92497.3028 - mean_absolute_error: 261.1786 - val_loss: 155033.7094 - val_mean_absolute_error: 372.4111 Epoch 50/5000 148/148 [==============================] - 0s 101us/step - loss: 92381.7217 - mean_absolute_error: 260.9983 - val_loss: 154870.5069 - val_mean_absolute_error: 372.2100 Epoch 51/5000 148/148 [==============================] - 0s 115us/step - loss: 92266.3685 - mean_absolute_error: 260.8179 - val_loss: 154697.9119 - val_mean_absolute_error: 371.9978 Epoch 52/5000 148/148 [==============================] - 0s 115us/step - loss: 92149.9761 - mean_absolute_error: 260.6345 - val_loss: 154524.6613 - val_mean_absolute_error: 371.7843 Epoch 53/5000 148/148 [==============================] - 0s 95us/step - loss: 92027.6396 - mean_absolute_error: 260.4440 - val_loss: 154341.9237 - val_mean_absolute_error: 371.5591 Epoch 54/5000 148/148 [==============================] - 0s 122us/step - loss: 91902.7574 - mean_absolute_error: 260.2514 - val_loss: 154161.7162 - val_mean_absolute_error: 371.3370 Epoch 55/5000 148/148 [==============================] - 0s 101us/step - loss: 91779.3323 - mean_absolute_error: 260.0562 - val_loss: 153975.8513 - val_mean_absolute_error: 371.1078 Epoch 56/5000 148/148 [==============================] - 0s 88us/step - loss: 91649.5505 - mean_absolute_error: 259.8537 - val_loss: 153789.4488 - val_mean_absolute_error: 370.8776 Epoch 57/5000 148/148 [==============================] - 0s 88us/step - loss: 91518.4003 - mean_absolute_error: 259.6509 - val_loss: 153588.5400 - val_mean_absolute_error: 370.6300 Epoch 58/5000 148/148 [==============================] - 0s 95us/step - loss: 91382.7935 - mean_absolute_error: 259.4418 - val_loss: 153378.5419 - val_mean_absolute_error: 370.3717 Epoch 59/5000 148/148 [==============================] - 0s 88us/step - loss: 91236.2293 - mean_absolute_error: 259.2194 - val_loss: 153158.0719 - val_mean_absolute_error: 370.1006 Epoch 60/5000 148/148 [==============================] - 0s 95us/step - loss: 91087.2033 - mean_absolute_error: 258.9927 - val_loss: 152938.8362 - val_mean_absolute_error: 369.8302 Epoch 61/5000 148/148 [==============================] - 0s 115us/step - loss: 90938.5021 - mean_absolute_error: 258.7647 - val_loss: 152723.7881 - val_mean_absolute_error: 369.5648 Epoch 62/5000 148/148 [==============================] - 0s 101us/step - loss: 90789.6907 - mean_absolute_error: 258.5358 - val_loss: 152499.2256 - val_mean_absolute_error: 369.2886 Epoch 63/5000 148/148 [==============================] - 0s 101us/step - loss: 90638.4812 - mean_absolute_error: 258.3028 - val_loss: 152260.8950 - val_mean_absolute_error: 368.9957 Epoch 64/5000 148/148 [==============================] - 0s 101us/step - loss: 90469.0583 - mean_absolute_error: 258.0470 - val_loss: 152021.3344 - val_mean_absolute_error: 368.7012 Epoch 65/5000 148/148 [==============================] - 0s 88us/step - loss: 90309.5570 - mean_absolute_error: 257.8013 - val_loss: 151763.2737 - val_mean_absolute_error: 368.3829 Epoch 66/5000 148/148 [==============================] - 0s 101us/step - loss: 90134.3418 - mean_absolute_error: 257.5378 - val_loss: 151512.4169 - val_mean_absolute_error: 368.0726 Epoch 67/5000 148/148 [==============================] - 0s 115us/step - loss: 89962.6191 - mean_absolute_error: 257.2768 - val_loss: 151257.0069 - val_mean_absolute_error: 367.7565 Epoch 68/5000 148/148 [==============================] - 0s 128us/step - loss: 89788.3659 - mean_absolute_error: 257.0088 - val_loss: 150988.2644 - val_mean_absolute_error: 367.4238 Epoch 69/5000 148/148 [==============================] - 0s 189us/step - loss: 89609.3543 - mean_absolute_error: 256.7332 - val_loss: 150711.5181 - val_mean_absolute_error: 367.0811 Epoch 70/5000 148/148 [==============================] - 0s 203us/step - loss: 89415.7544 - mean_absolute_error: 256.4397 - val_loss: 150435.8956 - val_mean_absolute_error: 366.7403 Epoch 71/5000 148/148 [==============================] - 0s 209us/step - loss: 89226.5775 - mean_absolute_error: 256.1532 - val_loss: 150147.4819 - val_mean_absolute_error: 366.3842 Epoch 72/5000 148/148 [==============================] - 0s 135us/step - loss: 89033.6677 - mean_absolute_error: 255.8589 - val_loss: 149860.6381 - val_mean_absolute_error: 366.0282 Epoch 73/5000 148/148 [==============================] - 0s 162us/step - loss: 88842.4257 - mean_absolute_error: 255.5676 - val_loss: 149567.4587 - val_mean_absolute_error: 365.6646 Epoch 74/5000 148/148 [==============================] - 0s 122us/step - loss: 88648.3201 - mean_absolute_error: 255.2714 - val_loss: 149274.9738 - val_mean_absolute_error: 365.3009 Epoch 75/5000 148/148 [==============================] - 0s 115us/step - loss: 88451.8625 - mean_absolute_error: 254.9730 - val_loss: 148973.0250 - val_mean_absolute_error: 364.9256 Epoch 76/5000 148/148 [==============================] - 0s 122us/step - loss: 88249.6182 - mean_absolute_error: 254.6629 - val_loss: 148666.8056 - val_mean_absolute_error: 364.5451 Epoch 77/5000 148/148 [==============================] - 0s 142us/step - loss: 88044.3558 - mean_absolute_error: 254.3512 - val_loss: 148363.8150 - val_mean_absolute_error: 364.1678 Epoch 78/5000 148/148 [==============================] - 0s 142us/step - loss: 87840.6493 - mean_absolute_error: 254.0392 - val_loss: 148067.7431 - val_mean_absolute_error: 363.7985 Epoch 79/5000 148/148 [==============================] - 0s 203us/step - loss: 87645.7601 - mean_absolute_error: 253.7340 - val_loss: 147766.6400 - val_mean_absolute_error: 363.4226 Epoch 80/5000 148/148 [==============================] - 0s 122us/step - loss: 87442.0642 - mean_absolute_error: 253.4216 - val_loss: 147457.7625 - val_mean_absolute_error: 363.0356 Epoch 81/5000 148/148 [==============================] - 0s 142us/step - loss: 87236.1386 - mean_absolute_error: 253.1074 - val_loss: 147139.7294 - val_mean_absolute_error: 362.6364 Epoch 82/5000 148/148 [==============================] - 0s 122us/step - loss: 87025.0593 - mean_absolute_error: 252.7834 - val_loss: 146808.8681 - val_mean_absolute_error: 362.2219 Epoch 83/5000 148/148 [==============================] - 0s 115us/step - loss: 86803.1649 - mean_absolute_error: 252.4418 - val_loss: 146459.6206 - val_mean_absolute_error: 361.7848 Epoch 84/5000 148/148 [==============================] - 0s 122us/step - loss: 86574.7677 - mean_absolute_error: 252.0941 - val_loss: 146114.3650 - val_mean_absolute_error: 361.3515 Epoch 85/5000 148/148 [==============================] - 0s 128us/step - loss: 86351.6461 - mean_absolute_error: 251.7537 - val_loss: 145762.2919 - val_mean_absolute_error: 360.9100 Epoch 86/5000 148/148 [==============================] - 0s 155us/step - loss: 86116.6651 - mean_absolute_error: 251.3968 - val_loss: 145405.1025 - val_mean_absolute_error: 360.4601 Epoch 87/5000 148/148 [==============================] - 0s 135us/step - loss: 85875.8459 - mean_absolute_error: 251.0323 - val_loss: 145051.4225 - val_mean_absolute_error: 360.0134 Epoch 88/5000 148/148 [==============================] - 0s 108us/step - loss: 85646.1120 - mean_absolute_error: 250.6789 - val_loss: 144668.7206 - val_mean_absolute_error: 359.5298 Epoch 89/5000 148/148 [==============================] - 0s 95us/step - loss: 85403.6917 - mean_absolute_error: 250.3072 - val_loss: 144294.5650 - val_mean_absolute_error: 359.0564 Epoch 90/5000 148/148 [==============================] - 0s 108us/step - loss: 85163.6425 - mean_absolute_error: 249.9391 - val_loss: 143901.4681 - val_mean_absolute_error: 358.5582 Epoch 91/5000 148/148 [==============================] - 0s 122us/step - loss: 84914.2730 - mean_absolute_error: 249.5527 - val_loss: 143514.0469 - val_mean_absolute_error: 358.0666 Epoch 92/5000 148/148 [==============================] - 0s 128us/step - loss: 84671.7862 - mean_absolute_error: 249.1746 - val_loss: 143128.9912 - val_mean_absolute_error: 357.5783 Epoch 93/5000 148/148 [==============================] - 0s 88us/step - loss: 84419.5754 - mean_absolute_error: 248.7879 - val_loss: 142745.1288 - val_mean_absolute_error: 357.0895 Epoch 94/5000 148/148 [==============================] - 0s 108us/step - loss: 84172.1913 - mean_absolute_error: 248.3983 - val_loss: 142343.5431 - val_mean_absolute_error: 356.5790 Epoch 95/5000 148/148 [==============================] - 0s 115us/step - loss: 83910.6512 - mean_absolute_error: 248.0035 - val_loss: 141938.8863 - val_mean_absolute_error: 356.0624 Epoch 96/5000 148/148 [==============================] - 0s 142us/step - loss: 83635.5935 - mean_absolute_error: 247.5793 - val_loss: 141515.2744 - val_mean_absolute_error: 355.5221 Epoch 97/5000 148/148 [==============================] - 0s 128us/step - loss: 83373.5621 - mean_absolute_error: 247.1674 - val_loss: 141080.5950 - val_mean_absolute_error: 354.9669 Epoch 98/5000 148/148 [==============================] - 0s 122us/step - loss: 83086.7720 - mean_absolute_error: 246.7257 - val_loss: 140662.8206 - val_mean_absolute_error: 354.4315 Epoch 99/5000 148/148 [==============================] - 0s 149us/step - loss: 82819.2022 - mean_absolute_error: 246.3059 - val_loss: 140252.1750 - val_mean_absolute_error: 353.9036 Epoch 100/5000 148/148 [==============================] - 0s 135us/step - loss: 82554.8535 - mean_absolute_error: 245.8909 - val_loss: 139841.5388 - val_mean_absolute_error: 353.3738 Epoch 101/5000 148/148 [==============================] - ETA: 0s - loss: 84821.2891 - mean_absolute_error: 260.100 - 0s 142us/step - loss: 82278.7031 - mean_absolute_error: 245.4559 - val_loss: 139418.5119 - val_mean_absolute_error: 352.8286 Epoch 102/5000 148/148 [==============================] - 0s 135us/step - loss: 81993.5963 - mean_absolute_error: 245.0059 - val_loss: 138984.5106 - val_mean_absolute_error: 352.2686 Epoch 103/5000 148/148 [==============================] - 0s 128us/step - loss: 81711.7463 - mean_absolute_error: 244.5629 - val_loss: 138542.2875 - val_mean_absolute_error: 351.6972 Epoch 104/5000 148/148 [==============================] - 0s 149us/step - loss: 81421.4432 - mean_absolute_error: 244.1095 - val_loss: 138126.4213 - val_mean_absolute_error: 351.1566 Epoch 105/5000 148/148 [==============================] - 0s 135us/step - loss: 81149.8157 - mean_absolute_error: 243.6775 - val_loss: 137706.3606 - val_mean_absolute_error: 350.6100 Epoch 106/5000 148/148 [==============================] - 0s 88us/step - loss: 80869.0093 - mean_absolute_error: 243.2276 - val_loss: 137248.5300 - val_mean_absolute_error: 350.0162 Epoch 107/5000 148/148 [==============================] - 0s 88us/step - loss: 80582.7834 - mean_absolute_error: 242.7733 - val_loss: 136809.2944 - val_mean_absolute_error: 349.4428 Epoch 108/5000 148/148 [==============================] - 0s 74us/step - loss: 80296.4016 - mean_absolute_error: 242.3174 - val_loss: 136363.7494 - val_mean_absolute_error: 348.8602 Epoch 109/5000 148/148 [==============================] - 0s 108us/step - loss: 79996.5288 - mean_absolute_error: 241.8372 - val_loss: 135907.9350 - val_mean_absolute_error: 348.2637 Epoch 110/5000 148/148 [==============================] - 0s 88us/step - loss: 79702.7394 - mean_absolute_error: 241.3706 - val_loss: 135449.8781 - val_mean_absolute_error: 347.6628 Epoch 111/5000 148/148 [==============================] - 0s 95us/step - loss: 79403.6299 - mean_absolute_error: 240.8999 - val_loss: 134970.9444 - val_mean_absolute_error: 347.0320 Epoch 112/5000 148/148 [==============================] - 0s 108us/step - loss: 79100.1887 - mean_absolute_error: 240.4116 - val_loss: 134504.9763 - val_mean_absolute_error: 346.4185 Epoch 113/5000 148/148 [==============================] - 0s 115us/step - loss: 78815.8192 - mean_absolute_error: 239.9472 - val_loss: 134041.5650 - val_mean_absolute_error: 345.8081 Epoch 114/5000 148/148 [==============================] - 0s 128us/step - loss: 78504.4724 - mean_absolute_error: 239.4519 - val_loss: 133611.8763 - val_mean_absolute_error: 345.2401 Epoch 115/5000 148/148 [==============================] - 0s 155us/step - loss: 78231.8022 - mean_absolute_error: 239.0076 - val_loss: 133167.9962 - val_mean_absolute_error: 344.6514 Epoch 116/5000 148/148 [==============================] - 0s 135us/step - loss: 77938.7667 - mean_absolute_error: 238.5314 - val_loss: 132700.8569 - val_mean_absolute_error: 344.0295 Epoch 117/5000 148/148 [==============================] - 0s 169us/step - loss: 77637.3748 - mean_absolute_error: 238.0405 - val_loss: 132215.2881 - val_mean_absolute_error: 343.3807 Epoch 118/5000 148/148 [==============================] - 0s 149us/step - loss: 77330.2682 - mean_absolute_error: 237.5455 - val_loss: 131734.3056 - val_mean_absolute_error: 342.7369 Epoch 119/5000 148/148 [==============================] - 0s 142us/step - loss: 77006.8838 - mean_absolute_error: 237.0213 - val_loss: 131217.7869 - val_mean_absolute_error: 342.0490 Epoch 120/5000 148/148 [==============================] - 0s 101us/step - loss: 76693.2054 - mean_absolute_error: 236.5159 - val_loss: 130708.6731 - val_mean_absolute_error: 341.3682 Epoch 121/5000 148/148 [==============================] - 0s 128us/step - loss: 76361.3131 - mean_absolute_error: 235.9813 - val_loss: 130199.9206 - val_mean_absolute_error: 340.6847 Epoch 122/5000 148/148 [==============================] - 0s 115us/step - loss: 76040.4973 - mean_absolute_error: 235.4576 - val_loss: 129686.3550 - val_mean_absolute_error: 339.9912 Epoch 123/5000 148/148 [==============================] - 0s 115us/step - loss: 75724.2798 - mean_absolute_error: 234.9463 - val_loss: 129171.4863 - val_mean_absolute_error: 339.2950 Epoch 124/5000 148/148 [==============================] - 0s 122us/step - loss: 75409.1661 - mean_absolute_error: 234.4254 - val_loss: 128669.3994 - val_mean_absolute_error: 338.6152 Epoch 125/5000 148/148 [==============================] - 0s 115us/step - loss: 75083.5352 - mean_absolute_error: 233.8975 - val_loss: 128169.8463 - val_mean_absolute_error: 337.9374 Epoch 126/5000 148/148 [==============================] - 0s 108us/step - loss: 74777.4340 - mean_absolute_error: 233.3964 - val_loss: 127664.7900 - val_mean_absolute_error: 337.2503 Epoch 127/5000 148/148 [==============================] - 0s 95us/step - loss: 74458.8152 - mean_absolute_error: 232.8786 - val_loss: 127180.1581 - val_mean_absolute_error: 336.5886 Epoch 128/5000 148/148 [==============================] - 0s 88us/step - loss: 74143.7311 - mean_absolute_error: 232.3568 - val_loss: 126675.6256 - val_mean_absolute_error: 335.9009 Epoch 129/5000 148/148 [==============================] - 0s 68us/step - loss: 73809.5490 - mean_absolute_error: 231.8078 - val_loss: 126152.6656 - val_mean_absolute_error: 335.1878 Epoch 130/5000 148/148 [==============================] - 0s 81us/step - loss: 73469.5241 - mean_absolute_error: 231.2509 - val_loss: 125614.2513 - val_mean_absolute_error: 334.4521 Epoch 131/5000 148/148 [==============================] - 0s 101us/step - loss: 73132.0191 - mean_absolute_error: 230.6932 - val_loss: 125087.2919 - val_mean_absolute_error: 333.7302 Epoch 132/5000 148/148 [==============================] - 0s 88us/step - loss: 72793.9132 - mean_absolute_error: 230.1387 - val_loss: 124592.3781 - val_mean_absolute_error: 333.0496 Epoch 133/5000 148/148 [==============================] - 0s 74us/step - loss: 72477.5482 - mean_absolute_error: 229.5995 - val_loss: 124085.6812 - val_mean_absolute_error: 332.3523 Epoch 134/5000 148/148 [==============================] - 0s 88us/step - loss: 72131.4967 - mean_absolute_error: 229.0365 - val_loss: 123572.6875 - val_mean_absolute_error: 331.6438 Epoch 135/5000 148/148 [==============================] - 0s 61us/step - loss: 71817.7567 - mean_absolute_error: 228.5039 - val_loss: 123031.0938 - val_mean_absolute_error: 330.8932 Epoch 136/5000 148/148 [==============================] - 0s 81us/step - loss: 71465.4561 - mean_absolute_error: 227.9092 - val_loss: 122510.1875 - val_mean_absolute_error: 330.1684 Epoch 137/5000 148/148 [==============================] - 0s 68us/step - loss: 71119.4916 - mean_absolute_error: 227.3298 - val_loss: 121994.7063 - val_mean_absolute_error: 329.4481 Epoch 138/5000 148/148 [==============================] - 0s 68us/step - loss: 70774.4153 - mean_absolute_error: 226.7534 - val_loss: 121461.3000 - val_mean_absolute_error: 328.7016 Epoch 139/5000 148/148 [==============================] - 0s 74us/step - loss: 70444.7652 - mean_absolute_error: 226.1964 - val_loss: 120907.9194 - val_mean_absolute_error: 327.9233 Epoch 140/5000 148/148 [==============================] - 0s 68us/step - loss: 70081.1630 - mean_absolute_error: 225.5821 - val_loss: 120356.3138 - val_mean_absolute_error: 327.1465 Epoch 141/5000 148/148 [==============================] - 0s 74us/step - loss: 69725.6074 - mean_absolute_error: 224.9788 - val_loss: 119813.2806 - val_mean_absolute_error: 326.3790 Epoch 142/5000 148/148 [==============================] - 0s 74us/step - loss: 69372.5974 - mean_absolute_error: 224.3741 - val_loss: 119276.5287 - val_mean_absolute_error: 325.6197 Epoch 143/5000 148/148 [==============================] - 0s 74us/step - loss: 69034.8401 - mean_absolute_error: 223.7895 - val_loss: 118751.9581 - val_mean_absolute_error: 324.8761 Epoch 144/5000 148/148 [==============================] - 0s 81us/step - loss: 68700.5747 - mean_absolute_error: 223.2119 - val_loss: 118207.2231 - val_mean_absolute_error: 324.1047 Epoch 145/5000 148/148 [==============================] - 0s 81us/step - loss: 68350.1640 - mean_absolute_error: 222.6071 - val_loss: 117677.9344 - val_mean_absolute_error: 323.3523 Epoch 146/5000 148/148 [==============================] - 0s 68us/step - loss: 68005.2899 - mean_absolute_error: 222.0085 - val_loss: 117132.0488 - val_mean_absolute_error: 322.5731 Epoch 147/5000 148/148 [==============================] - 0s 88us/step - loss: 67670.6383 - mean_absolute_error: 221.4259 - val_loss: 116583.6981 - val_mean_absolute_error: 321.7887 Epoch 148/5000 148/148 [==============================] - 0s 81us/step - loss: 67322.9164 - mean_absolute_error: 220.8128 - val_loss: 116044.4431 - val_mean_absolute_error: 321.0146 Epoch 149/5000 148/148 [==============================] - 0s 95us/step - loss: 66966.9154 - mean_absolute_error: 220.1953 - val_loss: 115502.2081 - val_mean_absolute_error: 320.2306 Epoch 150/5000 148/148 [==============================] - 0s 101us/step - loss: 66627.4224 - mean_absolute_error: 219.5867 - val_loss: 114960.8406 - val_mean_absolute_error: 319.4474 Epoch 151/5000 148/148 [==============================] - 0s 101us/step - loss: 66282.9846 - mean_absolute_error: 218.9697 - val_loss: 114427.8750 - val_mean_absolute_error: 318.6717 Epoch 152/5000 148/148 [==============================] - 0s 88us/step - loss: 65935.3939 - mean_absolute_error: 218.3552 - val_loss: 113867.7994 - val_mean_absolute_error: 317.8542 Epoch 153/5000 148/148 [==============================] - 0s 95us/step - loss: 65569.5103 - mean_absolute_error: 217.7053 - val_loss: 113289.7250 - val_mean_absolute_error: 317.0093 Epoch 154/5000 148/148 [==============================] - 0s 81us/step - loss: 65211.9751 - mean_absolute_error: 217.0672 - val_loss: 112710.2806 - val_mean_absolute_error: 316.1637 Epoch 155/5000 148/148 [==============================] - 0s 95us/step - loss: 64877.5326 - mean_absolute_error: 216.4617 - val_loss: 112145.1444 - val_mean_absolute_error: 315.3348 Epoch 156/5000 148/148 [==============================] - 0s 149us/step - loss: 64519.6557 - mean_absolute_error: 215.8237 - val_loss: 111585.3175 - val_mean_absolute_error: 314.5115 Epoch 157/5000 148/148 [==============================] - 0s 115us/step - loss: 64171.2751 - mean_absolute_error: 215.1957 - val_loss: 111030.1175 - val_mean_absolute_error: 313.6895 Epoch 158/5000 148/148 [==============================] - 0s 115us/step - loss: 63820.4238 - mean_absolute_error: 214.5628 - val_loss: 110448.7769 - val_mean_absolute_error: 312.8274 Epoch 159/5000 148/148 [==============================] - 0s 101us/step - loss: 63444.0478 - mean_absolute_error: 213.8869 - val_loss: 109881.0000 - val_mean_absolute_error: 311.9814 Epoch 160/5000 148/148 [==============================] - 0s 95us/step - loss: 63083.0520 - mean_absolute_error: 213.2301 - val_loss: 109311.1406 - val_mean_absolute_error: 311.1323 Epoch 161/5000 148/148 [==============================] - 0s 88us/step - loss: 62727.9644 - mean_absolute_error: 212.5793 - val_loss: 108757.9450 - val_mean_absolute_error: 310.3054 Epoch 162/5000 148/148 [==============================] - 0s 68us/step - loss: 62374.6522 - mean_absolute_error: 211.9320 - val_loss: 108202.0019 - val_mean_absolute_error: 309.4813 Epoch 163/5000 148/148 [==============================] - 0s 81us/step - loss: 62023.2911 - mean_absolute_error: 211.2787 - val_loss: 107648.7762 - val_mean_absolute_error: 308.6614 Epoch 164/5000 148/148 [==============================] - 0s 95us/step - loss: 61677.4318 - mean_absolute_error: 210.6302 - val_loss: 107071.7513 - val_mean_absolute_error: 307.8028 Epoch 165/5000 148/148 [==============================] - 0s 81us/step - loss: 61299.2625 - mean_absolute_error: 209.9283 - val_loss: 106509.6050 - val_mean_absolute_error: 306.9638 Epoch 166/5000 148/148 [==============================] - 0s 88us/step - loss: 60944.4374 - mean_absolute_error: 209.2638 - val_loss: 105927.7956 - val_mean_absolute_error: 306.0937 Epoch 167/5000 148/148 [==============================] - 0s 88us/step - loss: 60593.2026 - mean_absolute_error: 208.5927 - val_loss: 105333.9169 - val_mean_absolute_error: 305.2045 Epoch 168/5000 148/148 [==============================] - 0s 68us/step - loss: 60222.0097 - mean_absolute_error: 207.8932 - val_loss: 104779.6812 - val_mean_absolute_error: 304.3681 Epoch 169/5000 148/148 [==============================] - 0s 81us/step - loss: 59864.5651 - mean_absolute_error: 207.2137 - val_loss: 104217.7137 - val_mean_absolute_error: 303.5165 Epoch 170/5000 148/148 [==============================] - 0s 81us/step - loss: 59521.9699 - mean_absolute_error: 206.5527 - val_loss: 103677.7937 - val_mean_absolute_error: 302.6951 Epoch 171/5000 148/148 [==============================] - 0s 128us/step - loss: 59185.7592 - mean_absolute_error: 205.9031 - val_loss: 103140.5144 - val_mean_absolute_error: 301.8728 Epoch 172/5000 148/148 [==============================] - 0s 95us/step - loss: 58821.9380 - mean_absolute_error: 205.2026 - val_loss: 102601.0087 - val_mean_absolute_error: 301.0442 Epoch 173/5000 148/148 [==============================] - 0s 95us/step - loss: 58475.4716 - mean_absolute_error: 204.5279 - val_loss: 102028.1913 - val_mean_absolute_error: 300.1599 Epoch 174/5000 148/148 [==============================] - 0s 108us/step - loss: 58105.5651 - mean_absolute_error: 203.7978 - val_loss: 101422.9000 - val_mean_absolute_error: 299.2249 Epoch 175/5000 148/148 [==============================] - 0s 81us/step - loss: 57706.7100 - mean_absolute_error: 203.0330 - val_loss: 100829.3706 - val_mean_absolute_error: 298.3049 Epoch 176/5000 148/148 [==============================] - 0s 88us/step - loss: 57327.6345 - mean_absolute_error: 202.2897 - val_loss: 100249.3975 - val_mean_absolute_error: 297.4038 Epoch 177/5000 148/148 [==============================] - 0s 74us/step - loss: 56974.0950 - mean_absolute_error: 201.5894 - val_loss: 99659.0137 - val_mean_absolute_error: 296.4793 Epoch 178/5000 148/148 [==============================] - 0s 115us/step - loss: 56589.9194 - mean_absolute_error: 200.8433 - val_loss: 99075.3881 - val_mean_absolute_error: 295.5643 Epoch 179/5000 148/148 [==============================] - 0s 95us/step - loss: 56227.4035 - mean_absolute_error: 200.1144 - val_loss: 98468.4556 - val_mean_absolute_error: 294.6106 Epoch 180/5000 148/148 [==============================] - 0s 122us/step - loss: 55851.0562 - mean_absolute_error: 199.3695 - val_loss: 97885.2644 - val_mean_absolute_error: 293.6919 Epoch 181/5000 148/148 [==============================] - 0s 122us/step - loss: 55484.5430 - mean_absolute_error: 198.6317 - val_loss: 97301.8594 - val_mean_absolute_error: 292.7715 Epoch 182/5000 148/148 [==============================] - 0s 101us/step - loss: 55125.6374 - mean_absolute_error: 197.9095 - val_loss: 96720.4256 - val_mean_absolute_error: 291.8521 Epoch 183/5000 148/148 [==============================] - 0s 95us/step - loss: 54772.2298 - mean_absolute_error: 197.1894 - val_loss: 96167.4094 - val_mean_absolute_error: 290.9730 Epoch 184/5000 148/148 [==============================] - 0s 115us/step - loss: 54421.1594 - mean_absolute_error: 196.4597 - val_loss: 95603.5641 - val_mean_absolute_error: 290.0728 Epoch 185/5000 148/148 [==============================] - 0s 122us/step - loss: 54062.2261 - mean_absolute_error: 195.7277 - val_loss: 95045.0225 - val_mean_absolute_error: 289.1771 Epoch 186/5000 148/148 [==============================] - 0s 135us/step - loss: 53713.0742 - mean_absolute_error: 194.9955 - val_loss: 94477.0056 - val_mean_absolute_error: 288.2632 Epoch 187/5000 148/148 [==============================] - 0s 108us/step - loss: 53361.1085 - mean_absolute_error: 194.2684 - val_loss: 93878.6763 - val_mean_absolute_error: 287.2979 Epoch 188/5000 148/148 [==============================] - 0s 122us/step - loss: 52979.1983 - mean_absolute_error: 193.4834 - val_loss: 93322.8003 - val_mean_absolute_error: 286.3969 Epoch 189/5000 148/148 [==============================] - 0s 108us/step - loss: 52631.5231 - mean_absolute_error: 192.7454 - val_loss: 92753.6075 - val_mean_absolute_error: 285.4706 Epoch 190/5000 148/148 [==============================] - 0s 115us/step - loss: 52284.8205 - mean_absolute_error: 192.0210 - val_loss: 92166.6228 - val_mean_absolute_error: 284.5151 Epoch 191/5000 148/148 [==============================] - 0s 115us/step - loss: 51932.3266 - mean_absolute_error: 191.2744 - val_loss: 91619.0044 - val_mean_absolute_error: 283.6138 Epoch 192/5000 148/148 [==============================] - 0s 128us/step - loss: 51581.6500 - mean_absolute_error: 190.5425 - val_loss: 91099.6662 - val_mean_absolute_error: 282.7539 Epoch 193/5000 148/148 [==============================] - 0s 108us/step - loss: 51268.3795 - mean_absolute_error: 189.8682 - val_loss: 90572.9475 - val_mean_absolute_error: 281.8795 Epoch 194/5000 148/148 [==============================] - 0s 81us/step - loss: 50920.7475 - mean_absolute_error: 189.1230 - val_loss: 90031.7691 - val_mean_absolute_error: 280.9793 Epoch 195/5000 148/148 [==============================] - 0s 81us/step - loss: 50584.9410 - mean_absolute_error: 188.4041 - val_loss: 89496.1041 - val_mean_absolute_error: 280.0791 Epoch 196/5000 148/148 [==============================] - 0s 81us/step - loss: 50252.3422 - mean_absolute_error: 187.6728 - val_loss: 88956.8200 - val_mean_absolute_error: 279.1702 Epoch 197/5000 148/148 [==============================] - 0s 88us/step - loss: 49916.9898 - mean_absolute_error: 186.9346 - val_loss: 88437.1406 - val_mean_absolute_error: 278.2907 Epoch 198/5000 148/148 [==============================] - 0s 74us/step - loss: 49576.7218 - mean_absolute_error: 186.1920 - val_loss: 87929.6181 - val_mean_absolute_error: 277.4284 Epoch 199/5000 148/148 [==============================] - 0s 88us/step - loss: 49253.4509 - mean_absolute_error: 185.4766 - val_loss: 87431.1456 - val_mean_absolute_error: 276.5854 Epoch 200/5000 148/148 [==============================] - 0s 95us/step - loss: 48942.5627 - mean_absolute_error: 184.7838 - val_loss: 86878.3216 - val_mean_absolute_error: 275.6488 Epoch 201/5000 148/148 [==============================] - 0s 95us/step - loss: 48584.6603 - mean_absolute_error: 183.9881 - val_loss: 86326.4406 - val_mean_absolute_error: 274.7133 Epoch 202/5000 148/148 [==============================] - 0s 88us/step - loss: 48236.7109 - mean_absolute_error: 183.2169 - val_loss: 85755.8928 - val_mean_absolute_error: 273.7411 Epoch 203/5000 148/148 [==============================] - 0s 108us/step - loss: 47884.8900 - mean_absolute_error: 182.4327 - val_loss: 85172.7222 - val_mean_absolute_error: 272.7424 Epoch 204/5000 148/148 [==============================] - 0s 74us/step - loss: 47527.5570 - mean_absolute_error: 181.6391 - val_loss: 84604.1916 - val_mean_absolute_error: 271.7610 Epoch 205/5000 148/148 [==============================] - 0s 74us/step - loss: 47179.5035 - mean_absolute_error: 180.8480 - val_loss: 84048.6056 - val_mean_absolute_error: 270.8001 Epoch 206/5000 148/148 [==============================] - 0s 74us/step - loss: 46840.6839 - mean_absolute_error: 180.0797 - val_loss: 83511.4747 - val_mean_absolute_error: 269.8686 Epoch 207/5000 148/148 [==============================] - 0s 74us/step - loss: 46515.0983 - mean_absolute_error: 179.3490 - val_loss: 82962.3178 - val_mean_absolute_error: 268.9177 Epoch 208/5000 148/148 [==============================] - 0s 68us/step - loss: 46175.1342 - mean_absolute_error: 178.5701 - val_loss: 82424.8659 - val_mean_absolute_error: 267.9861 Epoch 209/5000 148/148 [==============================] - 0s 81us/step - loss: 45853.9350 - mean_absolute_error: 177.8323 - val_loss: 81891.5031 - val_mean_absolute_error: 267.0531 Epoch 210/5000 148/148 [==============================] - 0s 74us/step - loss: 45541.6433 - mean_absolute_error: 177.1112 - val_loss: 81386.4025 - val_mean_absolute_error: 266.1620 Epoch 211/5000 148/148 [==============================] - 0s 81us/step - loss: 45227.3100 - mean_absolute_error: 176.3880 - val_loss: 80882.1181 - val_mean_absolute_error: 265.2665 Epoch 212/5000 148/148 [==============================] - 0s 81us/step - loss: 44924.0935 - mean_absolute_error: 175.6840 - val_loss: 80342.0131 - val_mean_absolute_error: 264.3042 Epoch 213/5000 148/148 [==============================] - 0s 74us/step - loss: 44601.5529 - mean_absolute_error: 174.9200 - val_loss: 79820.2506 - val_mean_absolute_error: 263.3705 Epoch 214/5000 148/148 [==============================] - 0s 81us/step - loss: 44273.3660 - mean_absolute_error: 174.1655 - val_loss: 79318.2553 - val_mean_absolute_error: 262.4651 Epoch 215/5000 148/148 [==============================] - 0s 81us/step - loss: 43954.3773 - mean_absolute_error: 173.4170 - val_loss: 78805.8075 - val_mean_absolute_error: 261.5386 Epoch 216/5000 148/148 [==============================] - 0s 74us/step - loss: 43637.4325 - mean_absolute_error: 172.6545 - val_loss: 78264.6544 - val_mean_absolute_error: 260.5585 Epoch 217/5000 148/148 [==============================] - 0s 68us/step - loss: 43311.8801 - mean_absolute_error: 171.8982 - val_loss: 77751.6031 - val_mean_absolute_error: 259.6203 Epoch 218/5000 148/148 [==============================] - 0s 74us/step - loss: 42992.0734 - mean_absolute_error: 171.1262 - val_loss: 77257.3331 - val_mean_absolute_error: 258.7127 Epoch 219/5000 148/148 [==============================] - 0s 81us/step - loss: 42669.8000 - mean_absolute_error: 170.3492 - val_loss: 76743.1481 - val_mean_absolute_error: 257.7683 Epoch 220/5000 148/148 [==============================] - 0s 61us/step - loss: 42364.5835 - mean_absolute_error: 169.6050 - val_loss: 76231.7359 - val_mean_absolute_error: 256.8276 Epoch 221/5000 148/148 [==============================] - 0s 74us/step - loss: 42058.9192 - mean_absolute_error: 168.8683 - val_loss: 75714.3934 - val_mean_absolute_error: 255.8676 Epoch 222/5000 148/148 [==============================] - 0s 81us/step - loss: 41744.1263 - mean_absolute_error: 168.1023 - val_loss: 75194.0556 - val_mean_absolute_error: 254.8955 Epoch 223/5000 148/148 [==============================] - 0s 68us/step - loss: 41428.7901 - mean_absolute_error: 167.3329 - val_loss: 74680.6337 - val_mean_absolute_error: 253.9297 Epoch 224/5000 148/148 [==============================] - 0s 68us/step - loss: 41124.0185 - mean_absolute_error: 166.5621 - val_loss: 74161.4419 - val_mean_absolute_error: 252.9531 Epoch 225/5000 148/148 [==============================] - 0s 74us/step - loss: 40808.7578 - mean_absolute_error: 165.7762 - val_loss: 73683.5594 - val_mean_absolute_error: 252.0484 Epoch 226/5000 148/148 [==============================] - 0s 74us/step - loss: 40513.3198 - mean_absolute_error: 165.0350 - val_loss: 73204.0219 - val_mean_absolute_error: 251.1357 Epoch 227/5000 148/148 [==============================] - 0s 74us/step - loss: 40208.1116 - mean_absolute_error: 164.2680 - val_loss: 72710.2850 - val_mean_absolute_error: 250.1910 Epoch 228/5000 148/148 [==============================] - 0s 81us/step - loss: 39902.2744 - mean_absolute_error: 163.4946 - val_loss: 72220.5725 - val_mean_absolute_error: 249.2514 Epoch 229/5000 148/148 [==============================] - 0s 95us/step - loss: 39602.5929 - mean_absolute_error: 162.7142 - val_loss: 71700.8972 - val_mean_absolute_error: 248.2576 Epoch 230/5000 148/148 [==============================] - 0s 81us/step - loss: 39291.9191 - mean_absolute_error: 161.9300 - val_loss: 71168.3847 - val_mean_absolute_error: 247.2298 Epoch 231/5000 148/148 [==============================] - 0s 81us/step - loss: 38966.5389 - mean_absolute_error: 161.0929 - val_loss: 70638.0966 - val_mean_absolute_error: 246.2049 Epoch 232/5000 148/148 [==============================] - 0s 68us/step - loss: 38665.5516 - mean_absolute_error: 160.3092 - val_loss: 70133.1116 - val_mean_absolute_error: 245.2193 Epoch 233/5000 148/148 [==============================] - 0s 68us/step - loss: 38366.6155 - mean_absolute_error: 159.5379 - val_loss: 69639.1459 - val_mean_absolute_error: 244.2490 Epoch 234/5000 148/148 [==============================] - 0s 74us/step - loss: 38067.8179 - mean_absolute_error: 158.7720 - val_loss: 69172.3169 - val_mean_absolute_error: 243.3338 Epoch 235/5000 148/148 [==============================] - 0s 101us/step - loss: 37789.6708 - mean_absolute_error: 158.0354 - val_loss: 68689.3022 - val_mean_absolute_error: 242.3890 Epoch 236/5000 148/148 [==============================] - 0s 101us/step - loss: 37504.7075 - mean_absolute_error: 157.3072 - val_loss: 68207.9637 - val_mean_absolute_error: 241.4379 Epoch 237/5000 148/148 [==============================] - 0s 74us/step - loss: 37215.9789 - mean_absolute_error: 156.5470 - val_loss: 67720.4309 - val_mean_absolute_error: 240.4631 Epoch 238/5000 148/148 [==============================] - 0s 88us/step - loss: 36913.3293 - mean_absolute_error: 155.7581 - val_loss: 67231.4622 - val_mean_absolute_error: 239.4832 Epoch 239/5000 148/148 [==============================] - 0s 88us/step - loss: 36622.8169 - mean_absolute_error: 154.9918 - val_loss: 66759.2962 - val_mean_absolute_error: 238.5372 Epoch 240/5000 148/148 [==============================] - 0s 95us/step - loss: 36341.6381 - mean_absolute_error: 154.2394 - val_loss: 66281.6078 - val_mean_absolute_error: 237.5709 Epoch 241/5000 148/148 [==============================] - 0s 95us/step - loss: 36047.4573 - mean_absolute_error: 153.4436 - val_loss: 65814.0075 - val_mean_absolute_error: 236.6170 Epoch 242/5000 148/148 [==============================] - 0s 95us/step - loss: 35763.4914 - mean_absolute_error: 152.6705 - val_loss: 65324.8416 - val_mean_absolute_error: 235.6158 Epoch 243/5000 148/148 [==============================] - 0s 81us/step - loss: 35458.7759 - mean_absolute_error: 151.8671 - val_loss: 64837.2878 - val_mean_absolute_error: 234.6212 Epoch 244/5000 148/148 [==============================] - 0s 88us/step - loss: 35181.1195 - mean_absolute_error: 151.0992 - val_loss: 64370.2997 - val_mean_absolute_error: 233.6640 Epoch 245/5000 148/148 [==============================] - 0s 74us/step - loss: 34904.2750 - mean_absolute_error: 150.3662 - val_loss: 63906.9022 - val_mean_absolute_error: 232.7072 Epoch 246/5000 148/148 [==============================] - 0s 88us/step - loss: 34633.7573 - mean_absolute_error: 149.5966 - val_loss: 63446.8450 - val_mean_absolute_error: 231.7539 Epoch 247/5000 148/148 [==============================] - 0s 81us/step - loss: 34356.4312 - mean_absolute_error: 148.8535 - val_loss: 63002.9284 - val_mean_absolute_error: 230.8291 Epoch 248/5000 148/148 [==============================] - 0s 95us/step - loss: 34087.7654 - mean_absolute_error: 148.0997 - val_loss: 62559.5906 - val_mean_absolute_error: 229.8991 Epoch 249/5000 148/148 [==============================] - 0s 74us/step - loss: 33824.1535 - mean_absolute_error: 147.3450 - val_loss: 62102.2009 - val_mean_absolute_error: 228.9355 Epoch 250/5000 148/148 [==============================] - 0s 88us/step - loss: 33551.7488 - mean_absolute_error: 146.6011 - val_loss: 61643.2897 - val_mean_absolute_error: 227.9634 Epoch 251/5000 148/148 [==============================] - 0s 88us/step - loss: 33275.6440 - mean_absolute_error: 145.8166 - val_loss: 61177.1569 - val_mean_absolute_error: 226.9690 Epoch 252/5000 148/148 [==============================] - 0s 74us/step - loss: 33005.0629 - mean_absolute_error: 145.0489 - val_loss: 60731.2516 - val_mean_absolute_error: 226.0158 Epoch 253/5000 148/148 [==============================] - 0s 74us/step - loss: 32739.3702 - mean_absolute_error: 144.3253 - val_loss: 60310.3244 - val_mean_absolute_error: 225.1092 Epoch 254/5000 148/148 [==============================] - 0s 68us/step - loss: 32492.6361 - mean_absolute_error: 143.6399 - val_loss: 59898.6263 - val_mean_absolute_error: 224.2154 Epoch 255/5000 148/148 [==============================] - 0s 74us/step - loss: 32250.6229 - mean_absolute_error: 142.9690 - val_loss: 59463.0622 - val_mean_absolute_error: 223.2635 Epoch 256/5000 148/148 [==============================] - 0s 74us/step - loss: 31986.9442 - mean_absolute_error: 142.2512 - val_loss: 59045.7272 - val_mean_absolute_error: 222.3458 Epoch 257/5000 148/148 [==============================] - 0s 68us/step - loss: 31736.5042 - mean_absolute_error: 141.5454 - val_loss: 58608.7997 - val_mean_absolute_error: 221.3838 Epoch 258/5000 148/148 [==============================] - 0s 68us/step - loss: 31470.1693 - mean_absolute_error: 140.8402 - val_loss: 58173.2169 - val_mean_absolute_error: 220.4198 Epoch 259/5000 148/148 [==============================] - 0s 95us/step - loss: 31221.4391 - mean_absolute_error: 140.1346 - val_loss: 57735.6722 - val_mean_absolute_error: 219.4490 Epoch 260/5000 148/148 [==============================] - 0s 81us/step - loss: 30958.0822 - mean_absolute_error: 139.4258 - val_loss: 57312.6128 - val_mean_absolute_error: 218.4979 Epoch 261/5000 148/148 [==============================] - 0s 108us/step - loss: 30704.8924 - mean_absolute_error: 138.7168 - val_loss: 56873.0378 - val_mean_absolute_error: 217.5056 Epoch 262/5000 148/148 [==============================] - 0s 81us/step - loss: 30440.0006 - mean_absolute_error: 137.9503 - val_loss: 56445.9256 - val_mean_absolute_error: 216.5372 Epoch 263/5000 148/148 [==============================] - 0s 81us/step - loss: 30204.1479 - mean_absolute_error: 137.2771 - val_loss: 56004.7559 - val_mean_absolute_error: 215.5433 Epoch 264/5000 148/148 [==============================] - 0s 81us/step - loss: 29956.6166 - mean_absolute_error: 136.5597 - val_loss: 55594.8653 - val_mean_absolute_error: 214.6101 Epoch 265/5000 148/148 [==============================] - 0s 88us/step - loss: 29717.8596 - mean_absolute_error: 135.8819 - val_loss: 55186.4691 - val_mean_absolute_error: 213.6781 Epoch 266/5000 148/148 [==============================] - 0s 74us/step - loss: 29478.6411 - mean_absolute_error: 135.1860 - val_loss: 54757.0969 - val_mean_absolute_error: 212.6943 Epoch 267/5000 148/148 [==============================] - 0s 81us/step - loss: 29240.9707 - mean_absolute_error: 134.4993 - val_loss: 54363.6988 - val_mean_absolute_error: 211.7799 Epoch 268/5000 148/148 [==============================] - 0s 81us/step - loss: 29004.0384 - mean_absolute_error: 133.8218 - val_loss: 53977.8881 - val_mean_absolute_error: 210.8730 Epoch 269/5000 148/148 [==============================] - 0s 95us/step - loss: 28766.0268 - mean_absolute_error: 133.1183 - val_loss: 53575.4125 - val_mean_absolute_error: 209.9213 Epoch 270/5000 148/148 [==============================] - 0s 88us/step - loss: 28535.8101 - mean_absolute_error: 132.4397 - val_loss: 53158.6419 - val_mean_absolute_error: 208.9298 Epoch 271/5000 148/148 [==============================] - 0s 74us/step - loss: 28296.2424 - mean_absolute_error: 131.7297 - val_loss: 52737.2375 - val_mean_absolute_error: 207.9312 Epoch 272/5000 148/148 [==============================] - 0s 81us/step - loss: 28061.2610 - mean_absolute_error: 131.0369 - val_loss: 52327.2753 - val_mean_absolute_error: 206.9509 Epoch 273/5000 148/148 [==============================] - 0s 88us/step - loss: 27829.9197 - mean_absolute_error: 130.3457 - val_loss: 51923.9272 - val_mean_absolute_error: 205.9832 Epoch 274/5000 148/148 [==============================] - 0s 68us/step - loss: 27607.2303 - mean_absolute_error: 129.6969 - val_loss: 51526.5072 - val_mean_absolute_error: 205.0410 Epoch 275/5000 148/148 [==============================] - 0s 95us/step - loss: 27383.3315 - mean_absolute_error: 129.0105 - val_loss: 51092.8817 - val_mean_absolute_error: 204.0204 Epoch 276/5000 148/148 [==============================] - 0s 81us/step - loss: 27173.6927 - mean_absolute_error: 128.3728 - val_loss: 50687.7719 - val_mean_absolute_error: 203.0548 Epoch 277/5000 148/148 [==============================] - 0s 74us/step - loss: 26951.3776 - mean_absolute_error: 127.6867 - val_loss: 50295.8698 - val_mean_absolute_error: 202.1066 Epoch 278/5000 148/148 [==============================] - 0s 74us/step - loss: 26740.4174 - mean_absolute_error: 127.0462 - val_loss: 49905.3948 - val_mean_absolute_error: 201.1501 Epoch 279/5000 148/148 [==============================] - 0s 74us/step - loss: 26528.0635 - mean_absolute_error: 126.3621 - val_loss: 49511.4517 - val_mean_absolute_error: 200.1880 Epoch 280/5000 148/148 [==============================] - 0s 81us/step - loss: 26318.9348 - mean_absolute_error: 125.7188 - val_loss: 49148.7597 - val_mean_absolute_error: 199.2903 Epoch 281/5000 148/148 [==============================] - 0s 74us/step - loss: 26114.0656 - mean_absolute_error: 125.0979 - val_loss: 48789.0866 - val_mean_absolute_error: 198.3975 Epoch 282/5000 148/148 [==============================] - 0s 61us/step - loss: 25904.2691 - mean_absolute_error: 124.4404 - val_loss: 48438.0623 - val_mean_absolute_error: 197.5199 Epoch 283/5000 148/148 [==============================] - 0s 81us/step - loss: 25701.7988 - mean_absolute_error: 123.7706 - val_loss: 48080.7812 - val_mean_absolute_error: 196.6182 Epoch 284/5000 148/148 [==============================] - 0s 74us/step - loss: 25499.3643 - mean_absolute_error: 123.1136 - val_loss: 47722.7436 - val_mean_absolute_error: 195.7147 Epoch 285/5000 148/148 [==============================] - 0s 68us/step - loss: 25298.5180 - mean_absolute_error: 122.4679 - val_loss: 47362.3872 - val_mean_absolute_error: 194.8061 Epoch 286/5000 148/148 [==============================] - 0s 68us/step - loss: 25105.1569 - mean_absolute_error: 121.8238 - val_loss: 47014.9528 - val_mean_absolute_error: 193.9219 Epoch 287/5000 148/148 [==============================] - 0s 81us/step - loss: 24917.6507 - mean_absolute_error: 121.2034 - val_loss: 46682.0923 - val_mean_absolute_error: 193.0627 Epoch 288/5000 148/148 [==============================] - 0s 81us/step - loss: 24723.0230 - mean_absolute_error: 120.5498 - val_loss: 46374.1014 - val_mean_absolute_error: 192.2662 Epoch 289/5000 148/148 [==============================] - 0s 74us/step - loss: 24542.9656 - mean_absolute_error: 119.9666 - val_loss: 46039.6472 - val_mean_absolute_error: 191.4036 Epoch 290/5000 148/148 [==============================] - 0s 81us/step - loss: 24360.6284 - mean_absolute_error: 119.3648 - val_loss: 45683.3914 - val_mean_absolute_error: 190.4680 Epoch 291/5000 148/148 [==============================] - 0s 108us/step - loss: 24161.5570 - mean_absolute_error: 118.6762 - val_loss: 45336.8341 - val_mean_absolute_error: 189.5634 Epoch 292/5000 148/148 [==============================] - 0s 88us/step - loss: 23973.6931 - mean_absolute_error: 118.0436 - val_loss: 44999.3558 - val_mean_absolute_error: 188.6862 Epoch 293/5000 148/148 [==============================] - 0s 101us/step - loss: 23792.6643 - mean_absolute_error: 117.4202 - val_loss: 44679.1805 - val_mean_absolute_error: 187.8416 Epoch 294/5000 148/148 [==============================] - 0s 95us/step - loss: 23628.5228 - mean_absolute_error: 116.8278 - val_loss: 44341.1086 - val_mean_absolute_error: 186.9470 Epoch 295/5000 148/148 [==============================] - 0s 81us/step - loss: 23429.0086 - mean_absolute_error: 116.1379 - val_loss: 44020.2825 - val_mean_absolute_error: 186.0991 Epoch 296/5000 148/148 [==============================] - 0s 95us/step - loss: 23258.4326 - mean_absolute_error: 115.5176 - val_loss: 43699.0612 - val_mean_absolute_error: 185.2376 Epoch 297/5000 148/148 [==============================] - 0s 88us/step - loss: 23084.9914 - mean_absolute_error: 114.9135 - val_loss: 43386.2625 - val_mean_absolute_error: 184.3923 Epoch 298/5000 148/148 [==============================] - 0s 81us/step - loss: 22911.9319 - mean_absolute_error: 114.3050 - val_loss: 43083.6605 - val_mean_absolute_error: 183.5621 Epoch 299/5000 148/148 [==============================] - 0s 74us/step - loss: 22750.3420 - mean_absolute_error: 113.7042 - val_loss: 42770.0698 - val_mean_absolute_error: 182.6943 Epoch 300/5000 148/148 [==============================] - 0s 95us/step - loss: 22581.9878 - mean_absolute_error: 113.0598 - val_loss: 42455.6291 - val_mean_absolute_error: 181.8320 Epoch 301/5000 148/148 [==============================] - 0s 74us/step - loss: 22413.5881 - mean_absolute_error: 112.4355 - val_loss: 42155.6028 - val_mean_absolute_error: 181.0010 Epoch 302/5000 148/148 [==============================] - 0s 74us/step - loss: 22248.5315 - mean_absolute_error: 111.8146 - val_loss: 41866.1497 - val_mean_absolute_error: 180.1924 Epoch 303/5000 148/148 [==============================] - 0s 88us/step - loss: 22091.0082 - mean_absolute_error: 111.1993 - val_loss: 41582.4083 - val_mean_absolute_error: 179.4017 Epoch 304/5000 148/148 [==============================] - 0s 81us/step - loss: 21941.2553 - mean_absolute_error: 110.6444 - val_loss: 41292.7664 - val_mean_absolute_error: 178.5902 Epoch 305/5000 148/148 [==============================] - 0s 81us/step - loss: 21782.8604 - mean_absolute_error: 110.0509 - val_loss: 41000.7372 - val_mean_absolute_error: 177.7723 Epoch 306/5000 148/148 [==============================] - 0s 81us/step - loss: 21626.1775 - mean_absolute_error: 109.4756 - val_loss: 40712.4794 - val_mean_absolute_error: 176.9693 Epoch 307/5000 148/148 [==============================] - 0s 68us/step - loss: 21475.1881 - mean_absolute_error: 108.9340 - val_loss: 40433.3397 - val_mean_absolute_error: 176.1895 Epoch 308/5000 148/148 [==============================] - 0s 81us/step - loss: 21324.7124 - mean_absolute_error: 108.4077 - val_loss: 40169.8270 - val_mean_absolute_error: 175.4403 Epoch 309/5000 148/148 [==============================] - 0s 74us/step - loss: 21187.2807 - mean_absolute_error: 107.9166 - val_loss: 39921.6702 - val_mean_absolute_error: 174.7242 Epoch 310/5000 148/148 [==============================] - 0s 68us/step - loss: 21044.9041 - mean_absolute_error: 107.4099 - val_loss: 39663.2155 - val_mean_absolute_error: 173.9713 Epoch 311/5000 148/148 [==============================] - 0s 68us/step - loss: 20907.0580 - mean_absolute_error: 106.8957 - val_loss: 39404.8406 - val_mean_absolute_error: 173.2227 Epoch 312/5000 148/148 [==============================] - 0s 81us/step - loss: 20769.8587 - mean_absolute_error: 106.3680 - val_loss: 39143.4006 - val_mean_absolute_error: 172.4621 Epoch 313/5000 148/148 [==============================] - 0s 68us/step - loss: 20625.8314 - mean_absolute_error: 105.8069 - val_loss: 38858.8244 - val_mean_absolute_error: 171.6466 Epoch 314/5000 148/148 [==============================] - 0s 68us/step - loss: 20483.4291 - mean_absolute_error: 105.2734 - val_loss: 38594.0342 - val_mean_absolute_error: 170.8780 Epoch 315/5000 148/148 [==============================] - 0s 74us/step - loss: 20347.0854 - mean_absolute_error: 104.7548 - val_loss: 38338.5009 - val_mean_absolute_error: 170.1288 Epoch 316/5000 148/148 [==============================] - 0s 68us/step - loss: 20218.8622 - mean_absolute_error: 104.2492 - val_loss: 38088.4995 - val_mean_absolute_error: 169.3889 Epoch 317/5000 148/148 [==============================] - 0s 74us/step - loss: 20089.1342 - mean_absolute_error: 103.7585 - val_loss: 37841.1572 - val_mean_absolute_error: 168.6541 Epoch 318/5000 148/148 [==============================] - 0s 74us/step - loss: 19961.5208 - mean_absolute_error: 103.2679 - val_loss: 37588.0928 - val_mean_absolute_error: 167.9045 Epoch 319/5000 148/148 [==============================] - 0s 74us/step - loss: 19841.1326 - mean_absolute_error: 102.7965 - val_loss: 37352.9123 - val_mean_absolute_error: 167.1996 Epoch 320/5000 148/148 [==============================] - 0s 74us/step - loss: 19720.6275 - mean_absolute_error: 102.3324 - val_loss: 37125.7619 - val_mean_absolute_error: 166.5158 Epoch 321/5000 148/148 [==============================] - 0s 68us/step - loss: 19600.9092 - mean_absolute_error: 101.8567 - val_loss: 36886.7900 - val_mean_absolute_error: 165.7930 Epoch 322/5000 148/148 [==============================] - 0s 74us/step - loss: 19472.0014 - mean_absolute_error: 101.3290 - val_loss: 36643.0359 - val_mean_absolute_error: 165.0507 Epoch 323/5000 148/148 [==============================] - 0s 74us/step - loss: 19352.9324 - mean_absolute_error: 100.8350 - val_loss: 36387.5992 - val_mean_absolute_error: 164.2684 Epoch 324/5000 148/148 [==============================] - 0s 74us/step - loss: 19216.1830 - mean_absolute_error: 100.2930 - val_loss: 36155.8461 - val_mean_absolute_error: 163.5541 Epoch 325/5000 148/148 [==============================] - 0s 74us/step - loss: 19096.6460 - mean_absolute_error: 99.8187 - val_loss: 35914.8036 - val_mean_absolute_error: 162.8183 Epoch 326/5000 148/148 [==============================] - 0s 74us/step - loss: 18978.5909 - mean_absolute_error: 99.3056 - val_loss: 35675.1369 - val_mean_absolute_error: 162.0809 Epoch 327/5000 148/148 [==============================] - 0s 74us/step - loss: 18861.9520 - mean_absolute_error: 98.8339 - val_loss: 35446.8842 - val_mean_absolute_error: 161.3655 Epoch 328/5000 148/148 [==============================] - 0s 68us/step - loss: 18746.0316 - mean_absolute_error: 98.3672 - val_loss: 35230.9033 - val_mean_absolute_error: 160.6806 Epoch 329/5000 148/148 [==============================] - 0s 68us/step - loss: 18639.2639 - mean_absolute_error: 97.9208 - val_loss: 35023.1233 - val_mean_absolute_error: 160.0190 Epoch 330/5000 148/148 [==============================] - 0s 74us/step - loss: 18531.2347 - mean_absolute_error: 97.4870 - val_loss: 34800.4105 - val_mean_absolute_error: 159.3111 Epoch 331/5000 148/148 [==============================] - 0s 74us/step - loss: 18420.4779 - mean_absolute_error: 97.0306 - val_loss: 34594.2395 - val_mean_absolute_error: 158.6473 Epoch 332/5000 148/148 [==============================] - 0s 68us/step - loss: 18318.6499 - mean_absolute_error: 96.6052 - val_loss: 34381.7594 - val_mean_absolute_error: 157.9587 Epoch 333/5000 148/148 [==============================] - 0s 74us/step - loss: 18208.5390 - mean_absolute_error: 96.1798 - val_loss: 34173.6320 - val_mean_absolute_error: 157.2792 Epoch 334/5000 148/148 [==============================] - 0s 74us/step - loss: 18104.3133 - mean_absolute_error: 95.7402 - val_loss: 33959.6145 - val_mean_absolute_error: 156.5844 Epoch 335/5000 148/148 [==============================] - 0s 68us/step - loss: 17992.5278 - mean_absolute_error: 95.2943 - val_loss: 33763.7562 - val_mean_absolute_error: 155.9434 Epoch 336/5000 148/148 [==============================] - 0s 81us/step - loss: 17890.9330 - mean_absolute_error: 94.8742 - val_loss: 33569.4708 - val_mean_absolute_error: 155.3026 Epoch 337/5000 148/148 [==============================] - 0s 68us/step - loss: 17790.1647 - mean_absolute_error: 94.4454 - val_loss: 33388.7675 - val_mean_absolute_error: 154.6973 Epoch 338/5000 148/148 [==============================] - 0s 74us/step - loss: 17693.2582 - mean_absolute_error: 94.0211 - val_loss: 33203.7236 - val_mean_absolute_error: 154.0760 Epoch 339/5000 148/148 [==============================] - 0s 68us/step - loss: 17599.3640 - mean_absolute_error: 93.6189 - val_loss: 33029.6952 - val_mean_absolute_error: 153.4884 Epoch 340/5000 148/148 [==============================] - 0s 74us/step - loss: 17504.1210 - mean_absolute_error: 93.2280 - val_loss: 32859.7003 - val_mean_absolute_error: 152.9153 Epoch 341/5000 148/148 [==============================] - 0s 68us/step - loss: 17412.5140 - mean_absolute_error: 92.8499 - val_loss: 32687.8723 - val_mean_absolute_error: 152.3309 Epoch 342/5000 148/148 [==============================] - 0s 68us/step - loss: 17318.5077 - mean_absolute_error: 92.4509 - val_loss: 32518.9736 - val_mean_absolute_error: 151.7505 Epoch 343/5000 148/148 [==============================] - 0s 74us/step - loss: 17232.2980 - mean_absolute_error: 92.0796 - val_loss: 32341.4525 - val_mean_absolute_error: 151.1329 Epoch 344/5000 148/148 [==============================] - 0s 74us/step - loss: 17144.7205 - mean_absolute_error: 91.7038 - val_loss: 32151.5570 - val_mean_absolute_error: 150.4750 Epoch 345/5000 148/148 [==============================] - 0s 74us/step - loss: 17054.3692 - mean_absolute_error: 91.2964 - val_loss: 31982.2050 - val_mean_absolute_error: 149.8852 Epoch 346/5000 148/148 [==============================] - 0s 81us/step - loss: 16976.7399 - mean_absolute_error: 90.9336 - val_loss: 31813.8109 - val_mean_absolute_error: 149.2985 Epoch 347/5000 148/148 [==============================] - 0s 74us/step - loss: 16895.0942 - mean_absolute_error: 90.5760 - val_loss: 31638.5411 - val_mean_absolute_error: 148.6870 Epoch 348/5000 148/148 [==============================] - 0s 74us/step - loss: 16813.4204 - mean_absolute_error: 90.2177 - val_loss: 31461.3825 - val_mean_absolute_error: 148.0782 Epoch 349/5000 148/148 [==============================] - 0s 68us/step - loss: 16731.2594 - mean_absolute_error: 89.8600 - val_loss: 31283.8495 - val_mean_absolute_error: 147.4466 Epoch 350/5000 148/148 [==============================] - 0s 81us/step - loss: 16638.3804 - mean_absolute_error: 89.4662 - val_loss: 31111.7289 - val_mean_absolute_error: 146.8299 Epoch 351/5000 148/148 [==============================] - 0s 74us/step - loss: 16554.8303 - mean_absolute_error: 89.0955 - val_loss: 30946.8234 - val_mean_absolute_error: 146.2373 Epoch 352/5000 148/148 [==============================] - 0s 68us/step - loss: 16478.1912 - mean_absolute_error: 88.7746 - val_loss: 30777.6069 - val_mean_absolute_error: 145.6175 Epoch 353/5000 148/148 [==============================] - 0s 74us/step - loss: 16396.9602 - mean_absolute_error: 88.4271 - val_loss: 30611.6862 - val_mean_absolute_error: 144.9992 Epoch 354/5000 148/148 [==============================] - 0s 74us/step - loss: 16318.6515 - mean_absolute_error: 88.0929 - val_loss: 30449.5105 - val_mean_absolute_error: 144.3956 Epoch 355/5000 148/148 [==============================] - 0s 61us/step - loss: 16238.1087 - mean_absolute_error: 87.7434 - val_loss: 30285.0163 - val_mean_absolute_error: 143.7954 Epoch 356/5000 148/148 [==============================] - 0s 74us/step - loss: 16162.7548 - mean_absolute_error: 87.4339 - val_loss: 30132.4181 - val_mean_absolute_error: 143.2326 Epoch 357/5000 148/148 [==============================] - 0s 68us/step - loss: 16090.8512 - mean_absolute_error: 87.1499 - val_loss: 29980.4450 - val_mean_absolute_error: 142.6699 Epoch 358/5000 148/148 [==============================] - 0s 74us/step - loss: 16017.9296 - mean_absolute_error: 86.8371 - val_loss: 29830.4455 - val_mean_absolute_error: 142.1117 Epoch 359/5000 148/148 [==============================] - 0s 68us/step - loss: 15944.0006 - mean_absolute_error: 86.5475 - val_loss: 29685.4807 - val_mean_absolute_error: 141.5691 Epoch 360/5000 148/148 [==============================] - 0s 74us/step - loss: 15873.2916 - mean_absolute_error: 86.2770 - val_loss: 29537.2948 - val_mean_absolute_error: 141.0223 Epoch 361/5000 148/148 [==============================] - 0s 74us/step - loss: 15798.0921 - mean_absolute_error: 86.0209 - val_loss: 29383.6495 - val_mean_absolute_error: 140.4575 Epoch 362/5000 148/148 [==============================] - 0s 81us/step - loss: 15722.5107 - mean_absolute_error: 85.7343 - val_loss: 29217.9114 - val_mean_absolute_error: 139.8468 Epoch 363/5000 148/148 [==============================] - 0s 74us/step - loss: 15650.2676 - mean_absolute_error: 85.4579 - val_loss: 29063.2938 - val_mean_absolute_error: 139.2846 Epoch 364/5000 148/148 [==============================] - 0s 74us/step - loss: 15572.5504 - mean_absolute_error: 85.1947 - val_loss: 28920.6502 - val_mean_absolute_error: 138.7697 Epoch 365/5000 148/148 [==============================] - 0s 81us/step - loss: 15502.5952 - mean_absolute_error: 84.9333 - val_loss: 28760.0273 - val_mean_absolute_error: 138.1979 Epoch 366/5000 148/148 [==============================] - 0s 74us/step - loss: 15432.1644 - mean_absolute_error: 84.6377 - val_loss: 28608.4345 - val_mean_absolute_error: 137.6473 Epoch 367/5000 148/148 [==============================] - 0s 74us/step - loss: 15362.6845 - mean_absolute_error: 84.3564 - val_loss: 28457.6494 - val_mean_absolute_error: 137.0869 Epoch 368/5000 148/148 [==============================] - 0s 74us/step - loss: 15288.9072 - mean_absolute_error: 84.0643 - val_loss: 28312.7513 - val_mean_absolute_error: 136.5545 Epoch 369/5000 148/148 [==============================] - 0s 74us/step - loss: 15220.5328 - mean_absolute_error: 83.7925 - val_loss: 28176.1871 - val_mean_absolute_error: 136.0530 Epoch 370/5000 148/148 [==============================] - 0s 74us/step - loss: 15152.6158 - mean_absolute_error: 83.5238 - val_loss: 28034.6759 - val_mean_absolute_error: 135.5420 Epoch 371/5000 148/148 [==============================] - 0s 68us/step - loss: 15086.0283 - mean_absolute_error: 83.2708 - val_loss: 27894.9835 - val_mean_absolute_error: 135.0315 Epoch 372/5000 148/148 [==============================] - 0s 81us/step - loss: 15020.8996 - mean_absolute_error: 82.9932 - val_loss: 27764.7342 - val_mean_absolute_error: 134.5538 Epoch 373/5000 148/148 [==============================] - 0s 74us/step - loss: 14955.6109 - mean_absolute_error: 82.7400 - val_loss: 27642.0699 - val_mean_absolute_error: 134.1036 Epoch 374/5000 148/148 [==============================] - 0s 68us/step - loss: 14897.4994 - mean_absolute_error: 82.5031 - val_loss: 27509.4395 - val_mean_absolute_error: 133.6249 Epoch 375/5000 148/148 [==============================] - 0s 74us/step - loss: 14838.4926 - mean_absolute_error: 82.2584 - val_loss: 27339.2418 - val_mean_absolute_error: 133.0255 Epoch 376/5000 148/148 [==============================] - 0s 74us/step - loss: 14771.7594 - mean_absolute_error: 81.9790 - val_loss: 27195.2537 - val_mean_absolute_error: 132.5046 Epoch 377/5000 148/148 [==============================] - 0s 68us/step - loss: 14707.7816 - mean_absolute_error: 81.7123 - val_loss: 27074.6957 - val_mean_absolute_error: 132.0601 Epoch 378/5000 148/148 [==============================] - 0s 68us/step - loss: 14659.5663 - mean_absolute_error: 81.4880 - val_loss: 26957.2981 - val_mean_absolute_error: 131.6260 Epoch 379/5000 148/148 [==============================] - 0s 68us/step - loss: 14606.7294 - mean_absolute_error: 81.2714 - val_loss: 26832.0539 - val_mean_absolute_error: 131.1510 Epoch 380/5000 148/148 [==============================] - 0s 74us/step - loss: 14551.7869 - mean_absolute_error: 81.0404 - val_loss: 26690.2984 - val_mean_absolute_error: 130.6268 Epoch 381/5000 148/148 [==============================] - 0s 68us/step - loss: 14494.6266 - mean_absolute_error: 80.7883 - val_loss: 26547.1388 - val_mean_absolute_error: 130.1083 Epoch 382/5000 148/148 [==============================] - 0s 81us/step - loss: 14434.1600 - mean_absolute_error: 80.5448 - val_loss: 26426.8858 - val_mean_absolute_error: 129.6767 Epoch 383/5000 148/148 [==============================] - 0s 81us/step - loss: 14380.7643 - mean_absolute_error: 80.3652 - val_loss: 26307.8545 - val_mean_absolute_error: 129.2339 Epoch 384/5000 148/148 [==============================] - 0s 68us/step - loss: 14325.4980 - mean_absolute_error: 80.1464 - val_loss: 26187.9883 - val_mean_absolute_error: 128.7972 Epoch 385/5000 148/148 [==============================] - 0s 74us/step - loss: 14271.7881 - mean_absolute_error: 79.9329 - val_loss: 26073.3331 - val_mean_absolute_error: 128.3719 Epoch 386/5000 148/148 [==============================] - 0s 88us/step - loss: 14220.2411 - mean_absolute_error: 79.7217 - val_loss: 25967.3599 - val_mean_absolute_error: 127.9740 Epoch 387/5000 148/148 [==============================] - 0s 88us/step - loss: 14172.9930 - mean_absolute_error: 79.5376 - val_loss: 25849.8511 - val_mean_absolute_error: 127.5334 Epoch 388/5000 148/148 [==============================] - 0s 74us/step - loss: 14123.8942 - mean_absolute_error: 79.3315 - val_loss: 25735.4128 - val_mean_absolute_error: 127.0982 Epoch 389/5000 148/148 [==============================] - 0s 68us/step - loss: 14076.5187 - mean_absolute_error: 79.1383 - val_loss: 25627.6721 - val_mean_absolute_error: 126.6909 Epoch 390/5000 148/148 [==============================] - 0s 74us/step - loss: 14029.7634 - mean_absolute_error: 78.9510 - val_loss: 25515.0702 - val_mean_absolute_error: 126.2751 Epoch 391/5000 148/148 [==============================] - 0s 68us/step - loss: 13985.9402 - mean_absolute_error: 78.7656 - val_loss: 25408.2898 - val_mean_absolute_error: 125.8774 Epoch 392/5000 148/148 [==============================] - 0s 74us/step - loss: 13937.9515 - mean_absolute_error: 78.5783 - val_loss: 25309.0278 - val_mean_absolute_error: 125.5113 Epoch 393/5000 148/148 [==============================] - 0s 68us/step - loss: 13896.7888 - mean_absolute_error: 78.4164 - val_loss: 25210.3669 - val_mean_absolute_error: 125.1379 Epoch 394/5000 148/148 [==============================] - 0s 74us/step - loss: 13855.2405 - mean_absolute_error: 78.2574 - val_loss: 25118.3843 - val_mean_absolute_error: 124.7878 Epoch 395/5000 148/148 [==============================] - 0s 68us/step - loss: 13815.4058 - mean_absolute_error: 78.0950 - val_loss: 25024.2218 - val_mean_absolute_error: 124.4274 Epoch 396/5000 148/148 [==============================] - 0s 68us/step - loss: 13774.7406 - mean_absolute_error: 77.9471 - val_loss: 24928.2696 - val_mean_absolute_error: 124.0668 Epoch 397/5000 148/148 [==============================] - 0s 68us/step - loss: 13733.5714 - mean_absolute_error: 77.7961 - val_loss: 24837.7548 - val_mean_absolute_error: 123.7363 Epoch 398/5000 148/148 [==============================] - 0s 68us/step - loss: 13692.8790 - mean_absolute_error: 77.6588 - val_loss: 24734.8262 - val_mean_absolute_error: 123.3628 Epoch 399/5000 148/148 [==============================] - ETA: 0s - loss: 16561.8047 - mean_absolute_error: 92.06 - 0s 74us/step - loss: 13649.3255 - mean_absolute_error: 77.4949 - val_loss: 24644.4574 - val_mean_absolute_error: 123.0268 Epoch 400/5000 148/148 [==============================] - 0s 68us/step - loss: 13606.1677 - mean_absolute_error: 77.3355 - val_loss: 24563.3066 - val_mean_absolute_error: 122.7248 Epoch 401/5000 148/148 [==============================] - 0s 74us/step - loss: 13567.8323 - mean_absolute_error: 77.1831 - val_loss: 24467.2322 - val_mean_absolute_error: 122.3695 Epoch 402/5000 148/148 [==============================] - 0s 68us/step - loss: 13521.0430 - mean_absolute_error: 76.9832 - val_loss: 24337.6866 - val_mean_absolute_error: 121.9032 Epoch 403/5000 148/148 [==============================] - 0s 68us/step - loss: 13476.5904 - mean_absolute_error: 76.7701 - val_loss: 24209.8558 - val_mean_absolute_error: 121.4400 Epoch 404/5000 148/148 [==============================] - 0s 68us/step - loss: 13428.4213 - mean_absolute_error: 76.5661 - val_loss: 24098.0767 - val_mean_absolute_error: 121.0324 Epoch 405/5000 148/148 [==============================] - 0s 68us/step - loss: 13384.6419 - mean_absolute_error: 76.3660 - val_loss: 23987.3870 - val_mean_absolute_error: 120.6398 Epoch 406/5000 148/148 [==============================] - 0s 74us/step - loss: 13344.2874 - mean_absolute_error: 76.2024 - val_loss: 23885.6657 - val_mean_absolute_error: 120.2720 Epoch 407/5000 148/148 [==============================] - 0s 81us/step - loss: 13306.2335 - mean_absolute_error: 76.0509 - val_loss: 23785.2479 - val_mean_absolute_error: 119.9038 Epoch 408/5000 148/148 [==============================] - 0s 74us/step - loss: 13269.4796 - mean_absolute_error: 75.9032 - val_loss: 23675.8517 - val_mean_absolute_error: 119.5057 Epoch 409/5000 148/148 [==============================] - 0s 68us/step - loss: 13229.6665 - mean_absolute_error: 75.7381 - val_loss: 23580.6173 - val_mean_absolute_error: 119.1595 Epoch 410/5000 148/148 [==============================] - 0s 81us/step - loss: 13196.3754 - mean_absolute_error: 75.6103 - val_loss: 23493.0522 - val_mean_absolute_error: 118.8398 Epoch 411/5000 148/148 [==============================] - 0s 68us/step - loss: 13162.1455 - mean_absolute_error: 75.4887 - val_loss: 23415.4689 - val_mean_absolute_error: 118.5585 Epoch 412/5000 148/148 [==============================] - 0s 74us/step - loss: 13129.8526 - mean_absolute_error: 75.3629 - val_loss: 23343.1505 - val_mean_absolute_error: 118.3001 Epoch 413/5000 148/148 [==============================] - 0s 68us/step - loss: 13096.2466 - mean_absolute_error: 75.2612 - val_loss: 23251.1209 - val_mean_absolute_error: 117.9750 Epoch 414/5000 148/148 [==============================] - 0s 74us/step - loss: 13063.4500 - mean_absolute_error: 75.1513 - val_loss: 23142.4798 - val_mean_absolute_error: 117.5918 Epoch 415/5000 148/148 [==============================] - 0s 68us/step - loss: 13024.1252 - mean_absolute_error: 75.0217 - val_loss: 23046.6318 - val_mean_absolute_error: 117.2502 Epoch 416/5000 148/148 [==============================] - 0s 74us/step - loss: 12985.7339 - mean_absolute_error: 74.9110 - val_loss: 22935.7823 - val_mean_absolute_error: 116.8605 Epoch 417/5000 148/148 [==============================] - 0s 74us/step - loss: 12947.9276 - mean_absolute_error: 74.7903 - val_loss: 22845.8874 - val_mean_absolute_error: 116.5443 Epoch 418/5000 148/148 [==============================] - 0s 81us/step - loss: 12915.2293 - mean_absolute_error: 74.6977 - val_loss: 22764.2485 - val_mean_absolute_error: 116.2561 Epoch 419/5000 148/148 [==============================] - 0s 68us/step - loss: 12881.2487 - mean_absolute_error: 74.5834 - val_loss: 22686.9146 - val_mean_absolute_error: 115.9767 Epoch 420/5000 148/148 [==============================] - 0s 74us/step - loss: 12845.1440 - mean_absolute_error: 74.4652 - val_loss: 22611.9762 - val_mean_absolute_error: 115.6994 Epoch 421/5000 148/148 [==============================] - 0s 81us/step - loss: 12814.7337 - mean_absolute_error: 74.3701 - val_loss: 22539.8737 - val_mean_absolute_error: 115.4288 Epoch 422/5000 148/148 [==============================] - 0s 68us/step - loss: 12781.1746 - mean_absolute_error: 74.2757 - val_loss: 22466.0265 - val_mean_absolute_error: 115.1470 Epoch 423/5000 148/148 [==============================] - 0s 74us/step - loss: 12750.2584 - mean_absolute_error: 74.1769 - val_loss: 22390.3366 - val_mean_absolute_error: 114.8507 Epoch 424/5000 148/148 [==============================] - 0s 68us/step - loss: 12716.1710 - mean_absolute_error: 74.0738 - val_loss: 22322.0565 - val_mean_absolute_error: 114.5847 Epoch 425/5000 148/148 [==============================] - 0s 81us/step - loss: 12688.6007 - mean_absolute_error: 73.9844 - val_loss: 22260.6830 - val_mean_absolute_error: 114.3640 Epoch 426/5000 148/148 [==============================] - 0s 68us/step - loss: 12654.8387 - mean_absolute_error: 73.8891 - val_loss: 22202.2280 - val_mean_absolute_error: 114.1604 Epoch 427/5000 148/148 [==============================] - 0s 74us/step - loss: 12627.8749 - mean_absolute_error: 73.8279 - val_loss: 22142.3191 - val_mean_absolute_error: 113.9532 Epoch 428/5000 148/148 [==============================] - 0s 88us/step - loss: 12605.1320 - mean_absolute_error: 73.7961 - val_loss: 22081.0460 - val_mean_absolute_error: 113.7353 Epoch 429/5000 148/148 [==============================] - 0s 81us/step - loss: 12574.0164 - mean_absolute_error: 73.7128 - val_loss: 22026.5476 - val_mean_absolute_error: 113.5372 Epoch 430/5000 148/148 [==============================] - 0s 68us/step - loss: 12544.9827 - mean_absolute_error: 73.6426 - val_loss: 21970.5930 - val_mean_absolute_error: 113.3360 Epoch 431/5000 148/148 [==============================] - 0s 68us/step - loss: 12518.9875 - mean_absolute_error: 73.5814 - val_loss: 21912.1560 - val_mean_absolute_error: 113.1332 Epoch 432/5000 148/148 [==============================] - 0s 74us/step - loss: 12490.6493 - mean_absolute_error: 73.5373 - val_loss: 21856.2095 - val_mean_absolute_error: 112.9354 Epoch 433/5000 148/148 [==============================] - 0s 61us/step - loss: 12457.0511 - mean_absolute_error: 73.4583 - val_loss: 21816.3423 - val_mean_absolute_error: 112.7986 Epoch 434/5000 148/148 [==============================] - 0s 68us/step - loss: 12429.4295 - mean_absolute_error: 73.3924 - val_loss: 21755.4030 - val_mean_absolute_error: 112.5762 Epoch 435/5000 148/148 [==============================] - 0s 74us/step - loss: 12403.5874 - mean_absolute_error: 73.3282 - val_loss: 21681.9600 - val_mean_absolute_error: 112.2997 Epoch 436/5000 148/148 [==============================] - 0s 74us/step - loss: 12371.0645 - mean_absolute_error: 73.2507 - val_loss: 21614.7084 - val_mean_absolute_error: 112.0382 Epoch 437/5000 148/148 [==============================] - 0s 74us/step - loss: 12341.6219 - mean_absolute_error: 73.1648 - val_loss: 21549.4938 - val_mean_absolute_error: 111.7743 Epoch 438/5000 148/148 [==============================] - 0s 74us/step - loss: 12312.3735 - mean_absolute_error: 73.0741 - val_loss: 21489.4575 - val_mean_absolute_error: 111.5349 Epoch 439/5000 148/148 [==============================] - 0s 74us/step - loss: 12287.1559 - mean_absolute_error: 72.9908 - val_loss: 21427.9700 - val_mean_absolute_error: 111.2994 Epoch 440/5000 148/148 [==============================] - 0s 74us/step - loss: 12261.1004 - mean_absolute_error: 72.9342 - val_loss: 21368.8780 - val_mean_absolute_error: 111.0872 Epoch 441/5000 148/148 [==============================] - 0s 68us/step - loss: 12234.9290 - mean_absolute_error: 72.8721 - val_loss: 21298.8222 - val_mean_absolute_error: 110.8368 Epoch 442/5000 148/148 [==============================] - 0s 74us/step - loss: 12207.3478 - mean_absolute_error: 72.7905 - val_loss: 21220.4128 - val_mean_absolute_error: 110.5496 Epoch 443/5000 148/148 [==============================] - 0s 68us/step - loss: 12182.0116 - mean_absolute_error: 72.7266 - val_loss: 21141.2292 - val_mean_absolute_error: 110.2594 Epoch 444/5000 148/148 [==============================] - 0s 61us/step - loss: 12154.8895 - mean_absolute_error: 72.6577 - val_loss: 21073.9152 - val_mean_absolute_error: 110.0129 Epoch 445/5000 148/148 [==============================] - 0s 74us/step - loss: 12133.2628 - mean_absolute_error: 72.6045 - val_loss: 21018.5200 - val_mean_absolute_error: 109.8133 Epoch 446/5000 148/148 [==============================] - 0s 74us/step - loss: 12113.0297 - mean_absolute_error: 72.5498 - val_loss: 20968.5253 - val_mean_absolute_error: 109.6370 Epoch 447/5000 148/148 [==============================] - 0s 81us/step - loss: 12091.9010 - mean_absolute_error: 72.4971 - val_loss: 20916.3114 - val_mean_absolute_error: 109.4568 Epoch 448/5000 148/148 [==============================] - 0s 68us/step - loss: 12069.2187 - mean_absolute_error: 72.4411 - val_loss: 20858.2605 - val_mean_absolute_error: 109.2568 Epoch 449/5000 148/148 [==============================] - 0s 74us/step - loss: 12047.8628 - mean_absolute_error: 72.3730 - val_loss: 20797.8129 - val_mean_absolute_error: 109.0421 Epoch 450/5000 148/148 [==============================] - 0s 68us/step - loss: 12024.5867 - mean_absolute_error: 72.3075 - val_loss: 20742.1337 - val_mean_absolute_error: 108.8383 Epoch 451/5000 148/148 [==============================] - 0s 74us/step - loss: 12004.1449 - mean_absolute_error: 72.2358 - val_loss: 20694.4183 - val_mean_absolute_error: 108.6567 Epoch 452/5000 148/148 [==============================] - 0s 74us/step - loss: 11982.2288 - mean_absolute_error: 72.1791 - val_loss: 20655.8029 - val_mean_absolute_error: 108.5179 Epoch 453/5000 148/148 [==============================] - 0s 74us/step - loss: 11964.2296 - mean_absolute_error: 72.1474 - val_loss: 20613.9002 - val_mean_absolute_error: 108.3641 Epoch 454/5000 148/148 [==============================] - 0s 81us/step - loss: 11945.2537 - mean_absolute_error: 72.1141 - val_loss: 20573.0563 - val_mean_absolute_error: 108.2134 Epoch 455/5000 148/148 [==============================] - 0s 71us/step - loss: 11925.1766 - mean_absolute_error: 72.0920 - val_loss: 20530.1366 - val_mean_absolute_error: 108.0611 Epoch 456/5000 148/148 [==============================] - 0s 81us/step - loss: 11905.7524 - mean_absolute_error: 72.0637 - val_loss: 20481.9481 - val_mean_absolute_error: 107.8873 Epoch 457/5000 148/148 [==============================] - 0s 77us/step - loss: 11883.9427 - mean_absolute_error: 72.0351 - val_loss: 20421.0854 - val_mean_absolute_error: 107.6656 Epoch 458/5000 148/148 [==============================] - 0s 68us/step - loss: 11858.7697 - mean_absolute_error: 71.9855 - val_loss: 20366.1409 - val_mean_absolute_error: 107.4762 Epoch 459/5000 148/148 [==============================] - 0s 68us/step - loss: 11837.4567 - mean_absolute_error: 71.9820 - val_loss: 20308.5272 - val_mean_absolute_error: 107.2817 Epoch 460/5000 148/148 [==============================] - 0s 66us/step - loss: 11811.1500 - mean_absolute_error: 71.9424 - val_loss: 20262.5064 - val_mean_absolute_error: 107.1262 Epoch 461/5000 148/148 [==============================] - 0s 68us/step - loss: 11790.9998 - mean_absolute_error: 71.9166 - val_loss: 20210.1695 - val_mean_absolute_error: 106.9290 Epoch 462/5000 148/148 [==============================] - 0s 81us/step - loss: 11771.4577 - mean_absolute_error: 71.8843 - val_loss: 20155.2543 - val_mean_absolute_error: 106.7253 Epoch 463/5000 148/148 [==============================] - 0s 74us/step - loss: 11749.9179 - mean_absolute_error: 71.8470 - val_loss: 20088.1126 - val_mean_absolute_error: 106.4820 Epoch 464/5000 148/148 [==============================] - 0s 73us/step - loss: 11725.9070 - mean_absolute_error: 71.8034 - val_loss: 20033.0043 - val_mean_absolute_error: 106.2929 Epoch 465/5000 148/148 [==============================] - 0s 68us/step - loss: 11703.1954 - mean_absolute_error: 71.7759 - val_loss: 19988.5591 - val_mean_absolute_error: 106.1389 Epoch 466/5000 148/148 [==============================] - 0s 81us/step - loss: 11685.4148 - mean_absolute_error: 71.7566 - val_loss: 19947.4721 - val_mean_absolute_error: 105.9980 Epoch 467/5000 148/148 [==============================] - 0s 74us/step - loss: 11667.8563 - mean_absolute_error: 71.7296 - val_loss: 19910.4349 - val_mean_absolute_error: 105.8676 Epoch 468/5000 148/148 [==============================] - 0s 68us/step - loss: 11652.1783 - mean_absolute_error: 71.6937 - val_loss: 19871.4759 - val_mean_absolute_error: 105.7259 Epoch 469/5000 148/148 [==============================] - 0s 74us/step - loss: 11636.7074 - mean_absolute_error: 71.6640 - val_loss: 19831.7823 - val_mean_absolute_error: 105.5837 Epoch 470/5000 148/148 [==============================] - 0s 74us/step - loss: 11619.3291 - mean_absolute_error: 71.6293 - val_loss: 19796.7712 - val_mean_absolute_error: 105.4584 Epoch 471/5000 148/148 [==============================] - 0s 68us/step - loss: 11603.3613 - mean_absolute_error: 71.5924 - val_loss: 19752.8253 - val_mean_absolute_error: 105.2947 Epoch 472/5000 148/148 [==============================] - 0s 69us/step - loss: 11585.6275 - mean_absolute_error: 71.5549 - val_loss: 19691.1885 - val_mean_absolute_error: 105.0640 Epoch 473/5000 148/148 [==============================] - 0s 81us/step - loss: 11564.8161 - mean_absolute_error: 71.4935 - val_loss: 19642.8120 - val_mean_absolute_error: 104.8825 Epoch 474/5000 148/148 [==============================] - 0s 72us/step - loss: 11549.7303 - mean_absolute_error: 71.4703 - val_loss: 19599.8512 - val_mean_absolute_error: 104.7253 Epoch 475/5000 148/148 [==============================] - 0s 61us/step - loss: 11535.0798 - mean_absolute_error: 71.4406 - val_loss: 19557.2420 - val_mean_absolute_error: 104.5668 Epoch 476/5000 148/148 [==============================] - 0s 68us/step - loss: 11518.7068 - mean_absolute_error: 71.4118 - val_loss: 19521.2409 - val_mean_absolute_error: 104.4334 Epoch 477/5000 148/148 [==============================] - 0s 68us/step - loss: 11503.4621 - mean_absolute_error: 71.3811 - val_loss: 19485.8209 - val_mean_absolute_error: 104.3052 Epoch 478/5000 148/148 [==============================] - 0s 68us/step - loss: 11486.5582 - mean_absolute_error: 71.3480 - val_loss: 19441.0134 - val_mean_absolute_error: 104.1394 Epoch 479/5000 148/148 [==============================] - 0s 74us/step - loss: 11469.7999 - mean_absolute_error: 71.3171 - val_loss: 19393.5887 - val_mean_absolute_error: 103.9603 Epoch 480/5000 148/148 [==============================] - 0s 68us/step - loss: 11453.0261 - mean_absolute_error: 71.2843 - val_loss: 19350.2082 - val_mean_absolute_error: 103.7945 Epoch 481/5000 148/148 [==============================] - 0s 68us/step - loss: 11437.1379 - mean_absolute_error: 71.2563 - val_loss: 19302.1117 - val_mean_absolute_error: 103.6116 Epoch 482/5000 148/148 [==============================] - 0s 68us/step - loss: 11420.5296 - mean_absolute_error: 71.2183 - val_loss: 19261.7261 - val_mean_absolute_error: 103.4644 Epoch 483/5000 148/148 [==============================] - 0s 74us/step - loss: 11403.0916 - mean_absolute_error: 71.1870 - val_loss: 19221.8329 - val_mean_absolute_error: 103.3133 Epoch 484/5000 148/148 [==============================] - 0s 88us/step - loss: 11387.1437 - mean_absolute_error: 71.1513 - val_loss: 19186.7976 - val_mean_absolute_error: 103.1853 Epoch 485/5000 148/148 [==============================] - 0s 68us/step - loss: 11372.1582 - mean_absolute_error: 71.1205 - val_loss: 19149.6226 - val_mean_absolute_error: 103.0490 Epoch 486/5000 148/148 [==============================] - 0s 74us/step - loss: 11357.5738 - mean_absolute_error: 71.1042 - val_loss: 19116.1569 - val_mean_absolute_error: 102.9283 Epoch 487/5000 148/148 [==============================] - 0s 73us/step - loss: 11342.3239 - mean_absolute_error: 71.0697 - val_loss: 19085.7225 - val_mean_absolute_error: 102.8172 Epoch 488/5000 148/148 [==============================] - 0s 94us/step - loss: 11328.6293 - mean_absolute_error: 71.0370 - val_loss: 19058.9208 - val_mean_absolute_error: 102.7305 Epoch 489/5000 148/148 [==============================] - 0s 68us/step - loss: 11315.1717 - mean_absolute_error: 71.0189 - val_loss: 19026.9040 - val_mean_absolute_error: 102.6387 Epoch 490/5000 148/148 [==============================] - 0s 74us/step - loss: 11297.0450 - mean_absolute_error: 71.0016 - val_loss: 18988.4169 - val_mean_absolute_error: 102.5225 Epoch 491/5000 148/148 [==============================] - 0s 128us/step - loss: 11277.5024 - mean_absolute_error: 70.9908 - val_loss: 18945.6530 - val_mean_absolute_error: 102.3805 Epoch 492/5000 148/148 [==============================] - 0s 162us/step - loss: 11260.8016 - mean_absolute_error: 70.9636 - val_loss: 18910.0576 - val_mean_absolute_error: 102.2643 Epoch 493/5000 148/148 [==============================] - 0s 122us/step - loss: 11243.2738 - mean_absolute_error: 70.9487 - val_loss: 18883.7961 - val_mean_absolute_error: 102.1949 Epoch 494/5000 148/148 [==============================] - 0s 122us/step - loss: 11225.0807 - mean_absolute_error: 70.9335 - val_loss: 18855.7443 - val_mean_absolute_error: 102.1043 Epoch 495/5000 148/148 [==============================] - 0s 95us/step - loss: 11209.5933 - mean_absolute_error: 70.9071 - val_loss: 18830.6057 - val_mean_absolute_error: 102.0182 Epoch 496/5000 148/148 [==============================] - 0s 81us/step - loss: 11197.1580 - mean_absolute_error: 70.8850 - val_loss: 18805.8711 - val_mean_absolute_error: 101.9361 Epoch 497/5000 148/148 [==============================] - 0s 74us/step - loss: 11181.1537 - mean_absolute_error: 70.8649 - val_loss: 18769.2129 - val_mean_absolute_error: 101.8090 Epoch 498/5000 148/148 [==============================] - 0s 74us/step - loss: 11162.3082 - mean_absolute_error: 70.8609 - val_loss: 18724.1217 - val_mean_absolute_error: 101.6627 Epoch 499/5000 148/148 [==============================] - 0s 74us/step - loss: 11146.8625 - mean_absolute_error: 70.8785 - val_loss: 18684.4433 - val_mean_absolute_error: 101.5440 Epoch 500/5000 148/148 [==============================] - 0s 74us/step - loss: 11125.5283 - mean_absolute_error: 70.8762 - val_loss: 18648.5468 - val_mean_absolute_error: 101.4312 Epoch 501/5000 148/148 [==============================] - 0s 68us/step - loss: 11108.3986 - mean_absolute_error: 70.8724 - val_loss: 18620.5930 - val_mean_absolute_error: 101.3344 Epoch 502/5000 148/148 [==============================] - 0s 81us/step - loss: 11094.1632 - mean_absolute_error: 70.8440 - val_loss: 18593.1597 - val_mean_absolute_error: 101.2307 Epoch 503/5000 148/148 [==============================] - 0s 74us/step - loss: 11082.3960 - mean_absolute_error: 70.8184 - val_loss: 18565.5439 - val_mean_absolute_error: 101.1324 Epoch 504/5000 148/148 [==============================] - 0s 74us/step - loss: 11068.7799 - mean_absolute_error: 70.7839 - val_loss: 18539.3509 - val_mean_absolute_error: 101.0402 Epoch 505/5000 148/148 [==============================] - 0s 68us/step - loss: 11055.5993 - mean_absolute_error: 70.7517 - val_loss: 18503.8654 - val_mean_absolute_error: 100.9111 Epoch 506/5000 148/148 [==============================] - 0s 74us/step - loss: 11041.3440 - mean_absolute_error: 70.7190 - val_loss: 18469.1970 - val_mean_absolute_error: 100.7858 Epoch 507/5000 148/148 [==============================] - 0s 74us/step - loss: 11027.4336 - mean_absolute_error: 70.6904 - val_loss: 18424.7588 - val_mean_absolute_error: 100.6173 Epoch 508/5000 148/148 [==============================] - 0s 74us/step - loss: 11010.2909 - mean_absolute_error: 70.6568 - val_loss: 18391.1809 - val_mean_absolute_error: 100.5027 Epoch 509/5000 148/148 [==============================] - 0s 74us/step - loss: 10997.4168 - mean_absolute_error: 70.6443 - val_loss: 18369.7395 - val_mean_absolute_error: 100.4405 Epoch 510/5000 148/148 [==============================] - 0s 81us/step - loss: 10983.5384 - mean_absolute_error: 70.6412 - val_loss: 18346.7788 - val_mean_absolute_error: 100.3676 Epoch 511/5000 148/148 [==============================] - 0s 81us/step - loss: 10971.2939 - mean_absolute_error: 70.6255 - val_loss: 18325.7997 - val_mean_absolute_error: 100.3049 Epoch 512/5000 148/148 [==============================] - 0s 68us/step - loss: 10958.1027 - mean_absolute_error: 70.6127 - val_loss: 18301.2471 - val_mean_absolute_error: 100.2414 Epoch 513/5000 148/148 [==============================] - 0s 74us/step - loss: 10942.5274 - mean_absolute_error: 70.5984 - val_loss: 18274.9852 - val_mean_absolute_error: 100.1616 Epoch 514/5000 148/148 [==============================] - 0s 68us/step - loss: 10929.5131 - mean_absolute_error: 70.5820 - val_loss: 18250.9850 - val_mean_absolute_error: 100.0871 Epoch 515/5000 148/148 [==============================] - 0s 74us/step - loss: 10914.8914 - mean_absolute_error: 70.5430 - val_loss: 18225.6034 - val_mean_absolute_error: 99.9965 Epoch 516/5000 148/148 [==============================] - 0s 68us/step - loss: 10902.1193 - mean_absolute_error: 70.5139 - val_loss: 18198.3838 - val_mean_absolute_error: 99.9018 Epoch 517/5000 148/148 [==============================] - 0s 68us/step - loss: 10886.6668 - mean_absolute_error: 70.4673 - val_loss: 18163.8089 - val_mean_absolute_error: 99.7734 Epoch 518/5000 148/148 [==============================] - 0s 74us/step - loss: 10873.1744 - mean_absolute_error: 70.4276 - val_loss: 18130.0910 - val_mean_absolute_error: 99.6459 Epoch 519/5000 148/148 [==============================] - 0s 74us/step - loss: 10857.8775 - mean_absolute_error: 70.3918 - val_loss: 18099.7514 - val_mean_absolute_error: 99.5453 Epoch 520/5000 148/148 [==============================] - 0s 81us/step - loss: 10843.8549 - mean_absolute_error: 70.3817 - val_loss: 18067.9395 - val_mean_absolute_error: 99.4519 Epoch 521/5000 148/148 [==============================] - 0s 74us/step - loss: 10823.0347 - mean_absolute_error: 70.3479 - val_loss: 18041.8080 - val_mean_absolute_error: 99.3714 Epoch 522/5000 148/148 [==============================] - 0s 74us/step - loss: 10808.2331 - mean_absolute_error: 70.3256 - val_loss: 18016.3409 - val_mean_absolute_error: 99.2887 Epoch 523/5000 148/148 [==============================] - 0s 68us/step - loss: 10794.4850 - mean_absolute_error: 70.2998 - val_loss: 17987.5777 - val_mean_absolute_error: 99.2010 Epoch 524/5000 148/148 [==============================] - 0s 74us/step - loss: 10780.7602 - mean_absolute_error: 70.2742 - val_loss: 17962.4443 - val_mean_absolute_error: 99.1238 Epoch 525/5000 148/148 [==============================] - 0s 74us/step - loss: 10768.6782 - mean_absolute_error: 70.2476 - val_loss: 17936.1360 - val_mean_absolute_error: 99.0379 Epoch 526/5000 148/148 [==============================] - 0s 68us/step - loss: 10754.7998 - mean_absolute_error: 70.2191 - val_loss: 17906.5026 - val_mean_absolute_error: 98.9347 Epoch 527/5000 148/148 [==============================] - 0s 74us/step - loss: 10742.7480 - mean_absolute_error: 70.2047 - val_loss: 17874.5364 - val_mean_absolute_error: 98.8323 Epoch 528/5000 148/148 [==============================] - 0s 81us/step - loss: 10728.6311 - mean_absolute_error: 70.1947 - val_loss: 17836.8828 - val_mean_absolute_error: 98.6981 Epoch 529/5000 148/148 [==============================] - 0s 74us/step - loss: 10714.4402 - mean_absolute_error: 70.1801 - val_loss: 17804.4698 - val_mean_absolute_error: 98.5829 Epoch 530/5000 148/148 [==============================] - 0s 74us/step - loss: 10699.8318 - mean_absolute_error: 70.1575 - val_loss: 17772.1613 - val_mean_absolute_error: 98.4617 Epoch 531/5000 148/148 [==============================] - 0s 74us/step - loss: 10689.5329 - mean_absolute_error: 70.1469 - val_loss: 17741.5334 - val_mean_absolute_error: 98.3476 Epoch 532/5000 148/148 [==============================] - 0s 74us/step - loss: 10675.7509 - mean_absolute_error: 70.1268 - val_loss: 17711.9066 - val_mean_absolute_error: 98.2331 Epoch 533/5000 148/148 [==============================] - 0s 68us/step - loss: 10663.5630 - mean_absolute_error: 70.1012 - val_loss: 17684.8464 - val_mean_absolute_error: 98.1422 Epoch 534/5000 148/148 [==============================] - 0s 74us/step - loss: 10650.7726 - mean_absolute_error: 70.0860 - val_loss: 17656.2556 - val_mean_absolute_error: 98.0463 Epoch 535/5000 148/148 [==============================] - 0s 74us/step - loss: 10640.1781 - mean_absolute_error: 70.0682 - val_loss: 17631.1431 - val_mean_absolute_error: 97.9682 Epoch 536/5000 148/148 [==============================] - 0s 68us/step - loss: 10626.6943 - mean_absolute_error: 70.0479 - val_loss: 17607.0564 - val_mean_absolute_error: 97.8939 Epoch 537/5000 148/148 [==============================] - 0s 74us/step - loss: 10612.7097 - mean_absolute_error: 70.0228 - val_loss: 17578.2776 - val_mean_absolute_error: 97.7914 Epoch 538/5000 148/148 [==============================] - 0s 81us/step - loss: 10598.9831 - mean_absolute_error: 69.9870 - val_loss: 17543.8748 - val_mean_absolute_error: 97.6594 Epoch 539/5000 148/148 [==============================] - 0s 101us/step - loss: 10584.8339 - mean_absolute_error: 69.9572 - val_loss: 17504.2220 - val_mean_absolute_error: 97.5031 Epoch 540/5000 148/148 [==============================] - 0s 95us/step - loss: 10568.7203 - mean_absolute_error: 69.9298 - val_loss: 17470.4880 - val_mean_absolute_error: 97.3793 Epoch 541/5000 148/148 [==============================] - 0s 81us/step - loss: 10550.3509 - mean_absolute_error: 69.8959 - val_loss: 17441.1914 - val_mean_absolute_error: 97.2719 Epoch 542/5000 148/148 [==============================] - 0s 68us/step - loss: 10537.9354 - mean_absolute_error: 69.8805 - val_loss: 17416.7550 - val_mean_absolute_error: 97.1854 Epoch 543/5000 148/148 [==============================] - 0s 81us/step - loss: 10524.7760 - mean_absolute_error: 69.8517 - val_loss: 17393.9234 - val_mean_absolute_error: 97.0998 Epoch 544/5000 148/148 [==============================] - 0s 81us/step - loss: 10512.0259 - mean_absolute_error: 69.8192 - val_loss: 17373.6584 - val_mean_absolute_error: 97.0235 Epoch 545/5000 148/148 [==============================] - 0s 81us/step - loss: 10502.5293 - mean_absolute_error: 69.7992 - val_loss: 17353.5978 - val_mean_absolute_error: 96.9574 Epoch 546/5000 148/148 [==============================] - 0s 68us/step - loss: 10488.3389 - mean_absolute_error: 69.7746 - val_loss: 17325.2618 - val_mean_absolute_error: 96.8728 Epoch 547/5000 148/148 [==============================] - 0s 74us/step - loss: 10473.2686 - mean_absolute_error: 69.7475 - val_loss: 17295.2122 - val_mean_absolute_error: 96.7728 Epoch 548/5000 148/148 [==============================] - 0s 74us/step - loss: 10457.8680 - mean_absolute_error: 69.7215 - val_loss: 17256.7519 - val_mean_absolute_error: 96.6249 Epoch 549/5000 148/148 [==============================] - 0s 74us/step - loss: 10440.8659 - mean_absolute_error: 69.6867 - val_loss: 17229.6426 - val_mean_absolute_error: 96.5357 Epoch 550/5000 148/148 [==============================] - 0s 68us/step - loss: 10426.7615 - mean_absolute_error: 69.6546 - val_loss: 17206.1370 - val_mean_absolute_error: 96.4593 Epoch 551/5000 148/148 [==============================] - 0s 95us/step - loss: 10416.1781 - mean_absolute_error: 69.6335 - val_loss: 17183.6867 - val_mean_absolute_error: 96.3839 Epoch 552/5000 148/148 [==============================] - 0s 81us/step - loss: 10404.7730 - mean_absolute_error: 69.6105 - val_loss: 17157.5757 - val_mean_absolute_error: 96.2871 Epoch 553/5000 148/148 [==============================] - 0s 81us/step - loss: 10392.1810 - mean_absolute_error: 69.5827 - val_loss: 17122.7951 - val_mean_absolute_error: 96.1495 Epoch 554/5000 148/148 [==============================] - 0s 61us/step - loss: 10380.1473 - mean_absolute_error: 69.5611 - val_loss: 17087.7318 - val_mean_absolute_error: 96.0170 Epoch 555/5000 148/148 [==============================] - 0s 81us/step - loss: 10366.2274 - mean_absolute_error: 69.5378 - val_loss: 17058.0782 - val_mean_absolute_error: 95.9028 Epoch 556/5000 148/148 [==============================] - 0s 81us/step - loss: 10353.0682 - mean_absolute_error: 69.5136 - val_loss: 17031.2633 - val_mean_absolute_error: 95.7961 Epoch 557/5000 148/148 [==============================] - 0s 74us/step - loss: 10342.4712 - mean_absolute_error: 69.4845 - val_loss: 17006.7844 - val_mean_absolute_error: 95.7013 Epoch 558/5000 148/148 [==============================] - 0s 74us/step - loss: 10331.3196 - mean_absolute_error: 69.4676 - val_loss: 16971.0390 - val_mean_absolute_error: 95.5479 Epoch 559/5000 148/148 [==============================] - 0s 74us/step - loss: 10318.6282 - mean_absolute_error: 69.4438 - val_loss: 16941.1664 - val_mean_absolute_error: 95.4240 Epoch 560/5000 148/148 [==============================] - 0s 74us/step - loss: 10308.5646 - mean_absolute_error: 69.4267 - val_loss: 16900.4563 - val_mean_absolute_error: 95.2567 Epoch 561/5000 148/148 [==============================] - 0s 68us/step - loss: 10292.4210 - mean_absolute_error: 69.3930 - val_loss: 16853.3653 - val_mean_absolute_error: 95.0691 Epoch 562/5000 148/148 [==============================] - 0s 68us/step - loss: 10273.9650 - mean_absolute_error: 69.3671 - val_loss: 16808.4500 - val_mean_absolute_error: 94.8957 Epoch 563/5000 148/148 [==============================] - 0s 74us/step - loss: 10258.1888 - mean_absolute_error: 69.3571 - val_loss: 16756.9503 - val_mean_absolute_error: 94.6970 Epoch 564/5000 148/148 [==============================] - 0s 74us/step - loss: 10241.9364 - mean_absolute_error: 69.3290 - val_loss: 16714.9336 - val_mean_absolute_error: 94.5335 Epoch 565/5000 148/148 [==============================] - 0s 68us/step - loss: 10228.5801 - mean_absolute_error: 69.3140 - val_loss: 16678.2371 - val_mean_absolute_error: 94.3973 Epoch 566/5000 148/148 [==============================] - 0s 81us/step - loss: 10214.5950 - mean_absolute_error: 69.3013 - val_loss: 16644.0832 - val_mean_absolute_error: 94.2597 Epoch 567/5000 148/148 [==============================] - 0s 61us/step - loss: 10203.3429 - mean_absolute_error: 69.2870 - val_loss: 16609.9658 - val_mean_absolute_error: 94.1218 Epoch 568/5000 148/148 [==============================] - 0s 61us/step - loss: 10189.0411 - mean_absolute_error: 69.2504 - val_loss: 16580.9623 - val_mean_absolute_error: 94.0021 Epoch 569/5000 148/148 [==============================] - 0s 74us/step - loss: 10176.2584 - mean_absolute_error: 69.2200 - val_loss: 16552.6674 - val_mean_absolute_error: 93.9042 Epoch 570/5000 148/148 [==============================] - 0s 74us/step - loss: 10162.8091 - mean_absolute_error: 69.1926 - val_loss: 16531.6639 - val_mean_absolute_error: 93.8362 Epoch 571/5000 148/148 [==============================] - 0s 81us/step - loss: 10150.6146 - mean_absolute_error: 69.1634 - val_loss: 16509.0501 - val_mean_absolute_error: 93.7583 Epoch 572/5000 148/148 [==============================] - 0s 81us/step - loss: 10138.7890 - mean_absolute_error: 69.1387 - val_loss: 16480.3937 - val_mean_absolute_error: 93.6474 Epoch 573/5000 148/148 [==============================] - 0s 81us/step - loss: 10125.1424 - mean_absolute_error: 69.1045 - val_loss: 16458.9342 - val_mean_absolute_error: 93.5797 Epoch 574/5000 148/148 [==============================] - 0s 74us/step - loss: 10112.1024 - mean_absolute_error: 69.0714 - val_loss: 16432.2053 - val_mean_absolute_error: 93.4817 Epoch 575/5000 148/148 [==============================] - 0s 74us/step - loss: 10098.8127 - mean_absolute_error: 69.0443 - val_loss: 16405.4074 - val_mean_absolute_error: 93.3761 Epoch 576/5000 148/148 [==============================] - 0s 74us/step - loss: 10089.4378 - mean_absolute_error: 69.0241 - val_loss: 16382.1390 - val_mean_absolute_error: 93.2868 Epoch 577/5000 148/148 [==============================] - 0s 74us/step - loss: 10077.4514 - mean_absolute_error: 68.9949 - val_loss: 16365.5154 - val_mean_absolute_error: 93.2342 Epoch 578/5000 148/148 [==============================] - 0s 74us/step - loss: 10066.4550 - mean_absolute_error: 68.9790 - val_loss: 16345.6286 - val_mean_absolute_error: 93.1745 Epoch 579/5000 148/148 [==============================] - 0s 68us/step - loss: 10053.4807 - mean_absolute_error: 68.9522 - val_loss: 16317.3395 - val_mean_absolute_error: 93.0724 Epoch 580/5000 148/148 [==============================] - 0s 74us/step - loss: 10041.2616 - mean_absolute_error: 68.9254 - val_loss: 16292.8102 - val_mean_absolute_error: 92.9838 Epoch 581/5000 148/148 [==============================] - 0s 68us/step - loss: 10029.5942 - mean_absolute_error: 68.9038 - val_loss: 16270.5584 - val_mean_absolute_error: 92.9009 Epoch 582/5000 148/148 [==============================] - 0s 68us/step - loss: 10017.5385 - mean_absolute_error: 68.8892 - val_loss: 16253.2874 - val_mean_absolute_error: 92.8485 Epoch 583/5000 148/148 [==============================] - 0s 68us/step - loss: 10005.9086 - mean_absolute_error: 68.8701 - val_loss: 16236.3860 - val_mean_absolute_error: 92.7926 Epoch 584/5000 148/148 [==============================] - 0s 74us/step - loss: 9996.8586 - mean_absolute_error: 68.8545 - val_loss: 16216.4191 - val_mean_absolute_error: 92.7174 Epoch 585/5000 148/148 [==============================] - 0s 74us/step - loss: 9985.8698 - mean_absolute_error: 68.8267 - val_loss: 16200.5833 - val_mean_absolute_error: 92.6593 Epoch 586/5000 148/148 [==============================] - 0s 74us/step - loss: 9976.5657 - mean_absolute_error: 68.7947 - val_loss: 16191.4167 - val_mean_absolute_error: 92.6431 Epoch 587/5000 148/148 [==============================] - 0s 68us/step - loss: 9966.3144 - mean_absolute_error: 68.7727 - val_loss: 16177.9543 - val_mean_absolute_error: 92.6103 Epoch 588/5000 148/148 [==============================] - 0s 74us/step - loss: 9953.9049 - mean_absolute_error: 68.7529 - val_loss: 16159.6196 - val_mean_absolute_error: 92.5633 Epoch 589/5000 148/148 [==============================] - 0s 68us/step - loss: 9940.6283 - mean_absolute_error: 68.7386 - val_loss: 16141.5687 - val_mean_absolute_error: 92.5218 Epoch 590/5000 148/148 [==============================] - 0s 68us/step - loss: 9929.0793 - mean_absolute_error: 68.7327 - val_loss: 16116.7391 - val_mean_absolute_error: 92.4441 Epoch 591/5000 148/148 [==============================] - 0s 74us/step - loss: 9914.5695 - mean_absolute_error: 68.7114 - val_loss: 16081.1220 - val_mean_absolute_error: 92.2957 Epoch 592/5000 148/148 [==============================] - 0s 74us/step - loss: 9902.1192 - mean_absolute_error: 68.6861 - val_loss: 16057.4544 - val_mean_absolute_error: 92.1968 Epoch 593/5000 148/148 [==============================] - 0s 74us/step - loss: 9892.1946 - mean_absolute_error: 68.6572 - val_loss: 16039.6161 - val_mean_absolute_error: 92.1313 Epoch 594/5000 148/148 [==============================] - 0s 74us/step - loss: 9881.8316 - mean_absolute_error: 68.6285 - val_loss: 16024.7809 - val_mean_absolute_error: 92.0812 Epoch 595/5000 148/148 [==============================] - 0s 68us/step - loss: 9873.2316 - mean_absolute_error: 68.6075 - val_loss: 16010.5298 - val_mean_absolute_error: 92.0407 Epoch 596/5000 148/148 [==============================] - 0s 74us/step - loss: 9861.6283 - mean_absolute_error: 68.5756 - val_loss: 15996.9460 - val_mean_absolute_error: 91.9977 Epoch 597/5000 148/148 [==============================] - 0s 74us/step - loss: 9851.8774 - mean_absolute_error: 68.5524 - val_loss: 15982.0248 - val_mean_absolute_error: 91.9534 Epoch 598/5000 148/148 [==============================] - 0s 81us/step - loss: 9843.9184 - mean_absolute_error: 68.5346 - val_loss: 15956.1337 - val_mean_absolute_error: 91.8508 Epoch 599/5000 148/148 [==============================] - 0s 68us/step - loss: 9831.5792 - mean_absolute_error: 68.5045 - val_loss: 15935.6332 - val_mean_absolute_error: 91.7730 Epoch 600/5000 148/148 [==============================] - ETA: 0s - loss: 13861.3711 - mean_absolute_error: 74.11 - 0s 68us/step - loss: 9820.8311 - mean_absolute_error: 68.4775 - val_loss: 15905.0898 - val_mean_absolute_error: 91.6462 Epoch 601/5000 148/148 [==============================] - 0s 74us/step - loss: 9809.2325 - mean_absolute_error: 68.4607 - val_loss: 15874.4931 - val_mean_absolute_error: 91.5297 Epoch 602/5000 148/148 [==============================] - 0s 74us/step - loss: 9796.6613 - mean_absolute_error: 68.4463 - val_loss: 15845.1657 - val_mean_absolute_error: 91.4116 Epoch 603/5000 148/148 [==============================] - 0s 68us/step - loss: 9783.3869 - mean_absolute_error: 68.4187 - val_loss: 15820.5110 - val_mean_absolute_error: 91.3178 Epoch 604/5000 148/148 [==============================] - 0s 68us/step - loss: 9771.3642 - mean_absolute_error: 68.3971 - val_loss: 15802.5139 - val_mean_absolute_error: 91.2605 Epoch 605/5000 148/148 [==============================] - 0s 81us/step - loss: 9762.5020 - mean_absolute_error: 68.3892 - val_loss: 15784.7180 - val_mean_absolute_error: 91.2067 Epoch 606/5000 148/148 [==============================] - 0s 68us/step - loss: 9747.4118 - mean_absolute_error: 68.3509 - val_loss: 15775.4622 - val_mean_absolute_error: 91.1890 Epoch 607/5000 148/148 [==============================] - 0s 74us/step - loss: 9738.0274 - mean_absolute_error: 68.3253 - val_loss: 15763.9476 - val_mean_absolute_error: 91.1544 Epoch 608/5000 148/148 [==============================] - 0s 61us/step - loss: 9729.2104 - mean_absolute_error: 68.3018 - val_loss: 15751.4298 - val_mean_absolute_error: 91.1112 Epoch 609/5000 148/148 [==============================] - 0s 74us/step - loss: 9717.8749 - mean_absolute_error: 68.2792 - val_loss: 15742.0525 - val_mean_absolute_error: 91.0960 Epoch 610/5000 148/148 [==============================] - 0s 81us/step - loss: 9704.9307 - mean_absolute_error: 68.2426 - val_loss: 15730.6431 - val_mean_absolute_error: 91.0742 Epoch 611/5000 148/148 [==============================] - 0s 81us/step - loss: 9696.1068 - mean_absolute_error: 68.2162 - val_loss: 15718.2592 - val_mean_absolute_error: 91.0366 Epoch 612/5000 148/148 [==============================] - 0s 68us/step - loss: 9685.0733 - mean_absolute_error: 68.1865 - val_loss: 15703.9388 - val_mean_absolute_error: 90.9865 Epoch 613/5000 148/148 [==============================] - 0s 81us/step - loss: 9674.5428 - mean_absolute_error: 68.1630 - val_loss: 15672.8358 - val_mean_absolute_error: 90.8519 Epoch 614/5000 148/148 [==============================] - 0s 68us/step - loss: 9660.7343 - mean_absolute_error: 68.1346 - val_loss: 15653.5772 - val_mean_absolute_error: 90.7864 Epoch 615/5000 148/148 [==============================] - 0s 81us/step - loss: 9647.3931 - mean_absolute_error: 68.0940 - val_loss: 15640.2414 - val_mean_absolute_error: 90.7345 Epoch 616/5000 148/148 [==============================] - 0s 74us/step - loss: 9638.1841 - mean_absolute_error: 68.0689 - val_loss: 15623.1486 - val_mean_absolute_error: 90.6724 Epoch 617/5000 148/148 [==============================] - 0s 74us/step - loss: 9625.2997 - mean_absolute_error: 68.0318 - val_loss: 15610.1738 - val_mean_absolute_error: 90.6326 Epoch 618/5000 148/148 [==============================] - 0s 68us/step - loss: 9615.0168 - mean_absolute_error: 68.0103 - val_loss: 15590.3980 - val_mean_absolute_error: 90.5581 Epoch 619/5000 148/148 [==============================] - 0s 74us/step - loss: 9602.3419 - mean_absolute_error: 67.9780 - val_loss: 15569.8235 - val_mean_absolute_error: 90.4707 Epoch 620/5000 148/148 [==============================] - 0s 74us/step - loss: 9591.6485 - mean_absolute_error: 67.9459 - val_loss: 15547.0348 - val_mean_absolute_error: 90.3731 Epoch 621/5000 148/148 [==============================] - 0s 68us/step - loss: 9580.6691 - mean_absolute_error: 67.9131 - val_loss: 15529.0491 - val_mean_absolute_error: 90.3077 Epoch 622/5000 148/148 [==============================] - 0s 74us/step - loss: 9569.7779 - mean_absolute_error: 67.8852 - val_loss: 15513.6695 - val_mean_absolute_error: 90.2732 Epoch 623/5000 148/148 [==============================] - 0s 81us/step - loss: 9557.6702 - mean_absolute_error: 67.8610 - val_loss: 15497.5570 - val_mean_absolute_error: 90.2284 Epoch 624/5000 148/148 [==============================] - 0s 74us/step - loss: 9544.4832 - mean_absolute_error: 67.8377 - val_loss: 15481.9386 - val_mean_absolute_error: 90.1858 Epoch 625/5000 148/148 [==============================] - 0s 68us/step - loss: 9532.1893 - mean_absolute_error: 67.8197 - val_loss: 15457.6790 - val_mean_absolute_error: 90.1091 Epoch 626/5000 148/148 [==============================] - 0s 74us/step - loss: 9520.6990 - mean_absolute_error: 67.8227 - val_loss: 15434.7305 - val_mean_absolute_error: 90.0503 Epoch 627/5000 148/148 [==============================] - 0s 68us/step - loss: 9504.6067 - mean_absolute_error: 67.8030 - val_loss: 15415.4486 - val_mean_absolute_error: 89.9943 Epoch 628/5000 148/148 [==============================] - 0s 74us/step - loss: 9493.6716 - mean_absolute_error: 67.7841 - val_loss: 15401.1045 - val_mean_absolute_error: 89.9538 Epoch 629/5000 148/148 [==============================] - 0s 74us/step - loss: 9483.9200 - mean_absolute_error: 67.7599 - val_loss: 15387.4952 - val_mean_absolute_error: 89.9145 Epoch 630/5000 148/148 [==============================] - 0s 74us/step - loss: 9474.2949 - mean_absolute_error: 67.7417 - val_loss: 15372.3472 - val_mean_absolute_error: 89.8802 Epoch 631/5000 148/148 [==============================] - 0s 68us/step - loss: 9463.5929 - mean_absolute_error: 67.7372 - val_loss: 15355.0000 - val_mean_absolute_error: 89.8243 Epoch 632/5000 148/148 [==============================] - 0s 74us/step - loss: 9453.6795 - mean_absolute_error: 67.7162 - val_loss: 15347.6789 - val_mean_absolute_error: 89.8188 Epoch 633/5000 148/148 [==============================] - 0s 74us/step - loss: 9444.2885 - mean_absolute_error: 67.6973 - val_loss: 15338.6663 - val_mean_absolute_error: 89.7885 Epoch 634/5000 148/148 [==============================] - 0s 68us/step - loss: 9434.3281 - mean_absolute_error: 67.6805 - val_loss: 15313.5063 - val_mean_absolute_error: 89.6856 Epoch 635/5000 148/148 [==============================] - 0s 81us/step - loss: 9421.8527 - mean_absolute_error: 67.6615 - val_loss: 15292.0945 - val_mean_absolute_error: 89.5943 Epoch 636/5000 148/148 [==============================] - 0s 74us/step - loss: 9412.1964 - mean_absolute_error: 67.6469 - val_loss: 15270.7997 - val_mean_absolute_error: 89.5140 Epoch 637/5000 148/148 [==============================] - 0s 68us/step - loss: 9400.5153 - mean_absolute_error: 67.6259 - val_loss: 15255.8785 - val_mean_absolute_error: 89.4664 Epoch 638/5000 148/148 [==============================] - 0s 68us/step - loss: 9391.9345 - mean_absolute_error: 67.6117 - val_loss: 15235.3238 - val_mean_absolute_error: 89.3897 Epoch 639/5000 148/148 [==============================] - 0s 68us/step - loss: 9381.7155 - mean_absolute_error: 67.5893 - val_loss: 15215.9379 - val_mean_absolute_error: 89.3224 Epoch 640/5000 148/148 [==============================] - 0s 74us/step - loss: 9370.6819 - mean_absolute_error: 67.5766 - val_loss: 15195.5814 - val_mean_absolute_error: 89.2554 Epoch 641/5000 148/148 [==============================] - 0s 74us/step - loss: 9361.2169 - mean_absolute_error: 67.5666 - val_loss: 15176.8669 - val_mean_absolute_error: 89.1944 Epoch 642/5000 148/148 [==============================] - 0s 68us/step - loss: 9351.7981 - mean_absolute_error: 67.5570 - val_loss: 15156.3932 - val_mean_absolute_error: 89.1196 Epoch 643/5000 148/148 [==============================] - 0s 74us/step - loss: 9341.5550 - mean_absolute_error: 67.5330 - val_loss: 15144.5844 - val_mean_absolute_error: 89.0784 Epoch 644/5000 148/148 [==============================] - 0s 81us/step - loss: 9333.5819 - mean_absolute_error: 67.5049 - val_loss: 15129.2570 - val_mean_absolute_error: 89.0176 Epoch 645/5000 148/148 [==============================] - 0s 68us/step - loss: 9323.8793 - mean_absolute_error: 67.4735 - val_loss: 15117.0449 - val_mean_absolute_error: 88.9760 Epoch 646/5000 148/148 [==============================] - 0s 68us/step - loss: 9315.7447 - mean_absolute_error: 67.4479 - val_loss: 15108.1689 - val_mean_absolute_error: 88.9489 Epoch 647/5000 148/148 [==============================] - 0s 74us/step - loss: 9306.1009 - mean_absolute_error: 67.4170 - val_loss: 15091.3782 - val_mean_absolute_error: 88.8918 Epoch 648/5000 148/148 [==============================] - 0s 74us/step - loss: 9296.4694 - mean_absolute_error: 67.4092 - val_loss: 15068.7451 - val_mean_absolute_error: 88.8189 Epoch 649/5000 148/148 [==============================] - 0s 68us/step - loss: 9284.1555 - mean_absolute_error: 67.3966 - val_loss: 15052.6647 - val_mean_absolute_error: 88.7714 Epoch 650/5000 148/148 [==============================] - 0s 74us/step - loss: 9271.6823 - mean_absolute_error: 67.3815 - val_loss: 15035.8359 - val_mean_absolute_error: 88.7130 Epoch 651/5000 148/148 [==============================] - 0s 74us/step - loss: 9262.9917 - mean_absolute_error: 67.3800 - val_loss: 15013.2124 - val_mean_absolute_error: 88.6325 Epoch 652/5000 148/148 [==============================] - 0s 81us/step - loss: 9248.2002 - mean_absolute_error: 67.3616 - val_loss: 14984.5963 - val_mean_absolute_error: 88.5102 Epoch 653/5000 148/148 [==============================] - 0s 68us/step - loss: 9239.0661 - mean_absolute_error: 67.3453 - val_loss: 14961.8208 - val_mean_absolute_error: 88.4150 Epoch 654/5000 148/148 [==============================] - 0s 74us/step - loss: 9227.1110 - mean_absolute_error: 67.3175 - val_loss: 14945.3466 - val_mean_absolute_error: 88.3558 Epoch 655/5000 148/148 [==============================] - 0s 74us/step - loss: 9217.4168 - mean_absolute_error: 67.2962 - val_loss: 14928.5007 - val_mean_absolute_error: 88.2945 Epoch 656/5000 148/148 [==============================] - 0s 68us/step - loss: 9205.7383 - mean_absolute_error: 67.2818 - val_loss: 14905.5335 - val_mean_absolute_error: 88.2106 Epoch 657/5000 148/148 [==============================] - 0s 81us/step - loss: 9193.7122 - mean_absolute_error: 67.2704 - val_loss: 14876.8854 - val_mean_absolute_error: 88.0961 Epoch 658/5000 148/148 [==============================] - 0s 74us/step - loss: 9183.8464 - mean_absolute_error: 67.2589 - val_loss: 14854.1433 - val_mean_absolute_error: 88.0111 Epoch 659/5000 148/148 [==============================] - 0s 68us/step - loss: 9170.7708 - mean_absolute_error: 67.2309 - val_loss: 14837.4613 - val_mean_absolute_error: 87.9508 Epoch 660/5000 148/148 [==============================] - 0s 81us/step - loss: 9161.1503 - mean_absolute_error: 67.2051 - val_loss: 14824.8581 - val_mean_absolute_error: 87.9180 Epoch 661/5000 148/148 [==============================] - 0s 74us/step - loss: 9151.8039 - mean_absolute_error: 67.1934 - val_loss: 14809.8563 - val_mean_absolute_error: 87.8774 Epoch 662/5000 148/148 [==============================] - 0s 68us/step - loss: 9142.7407 - mean_absolute_error: 67.1895 - val_loss: 14791.5909 - val_mean_absolute_error: 87.8106 Epoch 663/5000 148/148 [==============================] - 0s 68us/step - loss: 9134.8553 - mean_absolute_error: 67.1696 - val_loss: 14754.7193 - val_mean_absolute_error: 87.6449 Epoch 664/5000 148/148 [==============================] - 0s 68us/step - loss: 9120.7998 - mean_absolute_error: 67.1191 - val_loss: 14732.6910 - val_mean_absolute_error: 87.5444 Epoch 665/5000 148/148 [==============================] - 0s 74us/step - loss: 9110.8411 - mean_absolute_error: 67.0799 - val_loss: 14719.7738 - val_mean_absolute_error: 87.4959 Epoch 666/5000 148/148 [==============================] - 0s 74us/step - loss: 9103.1321 - mean_absolute_error: 67.0503 - val_loss: 14709.5436 - val_mean_absolute_error: 87.4602 Epoch 667/5000 148/148 [==============================] - 0s 68us/step - loss: 9093.9165 - mean_absolute_error: 67.0151 - val_loss: 14699.0497 - val_mean_absolute_error: 87.4220 Epoch 668/5000 148/148 [==============================] - 0s 81us/step - loss: 9085.5793 - mean_absolute_error: 66.9869 - val_loss: 14686.5504 - val_mean_absolute_error: 87.3760 Epoch 669/5000 148/148 [==============================] - 0s 68us/step - loss: 9077.1510 - mean_absolute_error: 66.9671 - val_loss: 14679.3607 - val_mean_absolute_error: 87.3721 Epoch 670/5000 148/148 [==============================] - 0s 81us/step - loss: 9067.7698 - mean_absolute_error: 66.9461 - val_loss: 14668.2889 - val_mean_absolute_error: 87.3551 Epoch 671/5000 148/148 [==============================] - 0s 74us/step - loss: 9053.1925 - mean_absolute_error: 66.9154 - val_loss: 14644.5423 - val_mean_absolute_error: 87.2630 Epoch 672/5000 148/148 [==============================] - 0s 81us/step - loss: 9042.1455 - mean_absolute_error: 66.8858 - val_loss: 14614.0149 - val_mean_absolute_error: 87.1403 Epoch 673/5000 148/148 [==============================] - 0s 68us/step - loss: 9026.2949 - mean_absolute_error: 66.8518 - val_loss: 14586.2515 - val_mean_absolute_error: 87.0345 Epoch 674/5000 148/148 [==============================] - 0s 74us/step - loss: 9012.3688 - mean_absolute_error: 66.8263 - val_loss: 14560.7508 - val_mean_absolute_error: 86.9250 Epoch 675/5000 148/148 [==============================] - 0s 74us/step - loss: 9002.0604 - mean_absolute_error: 66.7986 - val_loss: 14539.9732 - val_mean_absolute_error: 86.8487 Epoch 676/5000 148/148 [==============================] - 0s 74us/step - loss: 8992.5821 - mean_absolute_error: 66.7793 - val_loss: 14516.9472 - val_mean_absolute_error: 86.7577 Epoch 677/5000 148/148 [==============================] - 0s 68us/step - loss: 8979.5015 - mean_absolute_error: 66.7485 - val_loss: 14490.6409 - val_mean_absolute_error: 86.6383 Epoch 678/5000 148/148 [==============================] - 0s 68us/step - loss: 8970.8982 - mean_absolute_error: 66.7287 - val_loss: 14462.6188 - val_mean_absolute_error: 86.5053 Epoch 679/5000 148/148 [==============================] - 0s 81us/step - loss: 8957.3723 - mean_absolute_error: 66.6876 - val_loss: 14440.6484 - val_mean_absolute_error: 86.4079 Epoch 680/5000 148/148 [==============================] - 0s 68us/step - loss: 8946.8164 - mean_absolute_error: 66.6558 - val_loss: 14416.0025 - val_mean_absolute_error: 86.2924 Epoch 681/5000 148/148 [==============================] - 0s 68us/step - loss: 8937.0011 - mean_absolute_error: 66.6284 - val_loss: 14392.0591 - val_mean_absolute_error: 86.1900 Epoch 682/5000 148/148 [==============================] - 0s 74us/step - loss: 8925.5977 - mean_absolute_error: 66.5969 - val_loss: 14369.4589 - val_mean_absolute_error: 86.0941 Epoch 683/5000 148/148 [==============================] - 0s 81us/step - loss: 8915.8649 - mean_absolute_error: 66.5814 - val_loss: 14344.8662 - val_mean_absolute_error: 85.9993 Epoch 684/5000 148/148 [==============================] - 0s 74us/step - loss: 8902.2922 - mean_absolute_error: 66.5558 - val_loss: 14326.8458 - val_mean_absolute_error: 85.9325 Epoch 685/5000 148/148 [==============================] - 0s 74us/step - loss: 8892.6423 - mean_absolute_error: 66.5377 - val_loss: 14310.5378 - val_mean_absolute_error: 85.8676 Epoch 686/5000 148/148 [==============================] - 0s 74us/step - loss: 8884.2214 - mean_absolute_error: 66.5200 - val_loss: 14299.2369 - val_mean_absolute_error: 85.8341 Epoch 687/5000 148/148 [==============================] - 0s 74us/step - loss: 8875.2196 - mean_absolute_error: 66.5038 - val_loss: 14292.8589 - val_mean_absolute_error: 85.8330 Epoch 688/5000 148/148 [==============================] - 0s 68us/step - loss: 8866.5742 - mean_absolute_error: 66.4792 - val_loss: 14280.0643 - val_mean_absolute_error: 85.7892 Epoch 689/5000 148/148 [==============================] - 0s 74us/step - loss: 8855.4042 - mean_absolute_error: 66.4429 - val_loss: 14269.1179 - val_mean_absolute_error: 85.7437 Epoch 690/5000 148/148 [==============================] - 0s 81us/step - loss: 8845.8223 - mean_absolute_error: 66.4071 - val_loss: 14255.1745 - val_mean_absolute_error: 85.6862 Epoch 691/5000 148/148 [==============================] - 0s 196us/step - loss: 8837.5468 - mean_absolute_error: 66.3757 - val_loss: 14235.4722 - val_mean_absolute_error: 85.5983 Epoch 692/5000 148/148 [==============================] - 0s 270us/step - loss: 8828.3721 - mean_absolute_error: 66.3468 - val_loss: 14218.0129 - val_mean_absolute_error: 85.5175 Epoch 693/5000 148/148 [==============================] - 0s 74us/step - loss: 8819.7188 - mean_absolute_error: 66.3140 - val_loss: 14199.9461 - val_mean_absolute_error: 85.4353 Epoch 694/5000 148/148 [==============================] - 0s 209us/step - loss: 8809.9981 - mean_absolute_error: 66.2785 - val_loss: 14182.5117 - val_mean_absolute_error: 85.3566 Epoch 695/5000 148/148 [==============================] - 0s 95us/step - loss: 8800.7303 - mean_absolute_error: 66.2443 - val_loss: 14165.8587 - val_mean_absolute_error: 85.3028 Epoch 696/5000 148/148 [==============================] - 0s 81us/step - loss: 8789.6561 - mean_absolute_error: 66.2137 - val_loss: 14144.4510 - val_mean_absolute_error: 85.2258 Epoch 697/5000 148/148 [==============================] - 0s 81us/step - loss: 8774.9610 - mean_absolute_error: 66.1768 - val_loss: 14121.8083 - val_mean_absolute_error: 85.1340 Epoch 698/5000 148/148 [==============================] - 0s 68us/step - loss: 8765.2594 - mean_absolute_error: 66.1516 - val_loss: 14092.4076 - val_mean_absolute_error: 84.9939 Epoch 699/5000 148/148 [==============================] - 0s 74us/step - loss: 8751.4178 - mean_absolute_error: 66.1104 - val_loss: 14073.7495 - val_mean_absolute_error: 84.9065 Epoch 700/5000 148/148 [==============================] - 0s 74us/step - loss: 8741.2159 - mean_absolute_error: 66.0747 - val_loss: 14054.5917 - val_mean_absolute_error: 84.8175 Epoch 701/5000 148/148 [==============================] - 0s 74us/step - loss: 8730.9307 - mean_absolute_error: 66.0406 - val_loss: 14029.1508 - val_mean_absolute_error: 84.6880 Epoch 702/5000 148/148 [==============================] - 0s 68us/step - loss: 8719.5424 - mean_absolute_error: 65.9891 - val_loss: 14010.2907 - val_mean_absolute_error: 84.5979 Epoch 703/5000 148/148 [==============================] - 0s 74us/step - loss: 8711.2062 - mean_absolute_error: 65.9575 - val_loss: 13992.0965 - val_mean_absolute_error: 84.5256 Epoch 704/5000 148/148 [==============================] - 0s 81us/step - loss: 8699.4518 - mean_absolute_error: 65.9153 - val_loss: 13977.4905 - val_mean_absolute_error: 84.4699 Epoch 705/5000 148/148 [==============================] - 0s 61us/step - loss: 8689.0791 - mean_absolute_error: 65.8843 - val_loss: 13955.5110 - val_mean_absolute_error: 84.3744 Epoch 706/5000 148/148 [==============================] - 0s 74us/step - loss: 8678.3521 - mean_absolute_error: 65.8562 - val_loss: 13936.9624 - val_mean_absolute_error: 84.3118 Epoch 707/5000 148/148 [==============================] - 0s 68us/step - loss: 8667.4821 - mean_absolute_error: 65.8236 - val_loss: 13925.2003 - val_mean_absolute_error: 84.2752 Epoch 708/5000 148/148 [==============================] - 0s 74us/step - loss: 8659.5764 - mean_absolute_error: 65.7978 - val_loss: 13912.2782 - val_mean_absolute_error: 84.2217 Epoch 709/5000 148/148 [==============================] - 0s 74us/step - loss: 8649.7361 - mean_absolute_error: 65.7683 - val_loss: 13900.2113 - val_mean_absolute_error: 84.1765 Epoch 710/5000 148/148 [==============================] - 0s 88us/step - loss: 8639.8976 - mean_absolute_error: 65.7360 - val_loss: 13871.9581 - val_mean_absolute_error: 84.0302 Epoch 711/5000 148/148 [==============================] - 0s 88us/step - loss: 8629.3576 - mean_absolute_error: 65.7062 - val_loss: 13850.9991 - val_mean_absolute_error: 83.9399 Epoch 712/5000 148/148 [==============================] - 0s 74us/step - loss: 8618.7963 - mean_absolute_error: 65.6769 - val_loss: 13832.9175 - val_mean_absolute_error: 83.8624 Epoch 713/5000 148/148 [==============================] - 0s 68us/step - loss: 8608.4240 - mean_absolute_error: 65.6410 - val_loss: 13810.4309 - val_mean_absolute_error: 83.7635 Epoch 714/5000 148/148 [==============================] - 0s 74us/step - loss: 8597.9660 - mean_absolute_error: 65.6255 - val_loss: 13789.1918 - val_mean_absolute_error: 83.6814 Epoch 715/5000 148/148 [==============================] - 0s 74us/step - loss: 8586.8312 - mean_absolute_error: 65.6064 - val_loss: 13773.9973 - val_mean_absolute_error: 83.6156 Epoch 716/5000 148/148 [==============================] - 0s 74us/step - loss: 8576.3908 - mean_absolute_error: 65.5758 - val_loss: 13760.6929 - val_mean_absolute_error: 83.5596 Epoch 717/5000 148/148 [==============================] - 0s 74us/step - loss: 8567.1754 - mean_absolute_error: 65.5496 - val_loss: 13744.8706 - val_mean_absolute_error: 83.4886 Epoch 718/5000 148/148 [==============================] - 0s 68us/step - loss: 8556.9666 - mean_absolute_error: 65.5208 - val_loss: 13715.6110 - val_mean_absolute_error: 83.3384 Epoch 719/5000 148/148 [==============================] - 0s 74us/step - loss: 8546.2318 - mean_absolute_error: 65.4892 - val_loss: 13682.8395 - val_mean_absolute_error: 83.1683 Epoch 720/5000 148/148 [==============================] - 0s 68us/step - loss: 8535.0963 - mean_absolute_error: 65.4715 - val_loss: 13655.6594 - val_mean_absolute_error: 83.0435 Epoch 721/5000 148/148 [==============================] - 0s 74us/step - loss: 8523.3420 - mean_absolute_error: 65.4546 - val_loss: 13635.6119 - val_mean_absolute_error: 82.9653 Epoch 722/5000 148/148 [==============================] - 0s 68us/step - loss: 8511.6531 - mean_absolute_error: 65.4456 - val_loss: 13610.7370 - val_mean_absolute_error: 82.8824 Epoch 723/5000 148/148 [==============================] - 0s 74us/step - loss: 8501.0642 - mean_absolute_error: 65.4454 - val_loss: 13589.0711 - val_mean_absolute_error: 82.8014 Epoch 724/5000 148/148 [==============================] - 0s 68us/step - loss: 8491.3902 - mean_absolute_error: 65.4473 - val_loss: 13573.5433 - val_mean_absolute_error: 82.7427 Epoch 725/5000 148/148 [==============================] - 0s 81us/step - loss: 8483.2431 - mean_absolute_error: 65.4345 - val_loss: 13558.7389 - val_mean_absolute_error: 82.6781 Epoch 726/5000 148/148 [==============================] - 0s 68us/step - loss: 8473.9617 - mean_absolute_error: 65.4124 - val_loss: 13551.4510 - val_mean_absolute_error: 82.6597 Epoch 727/5000 148/148 [==============================] - 0s 68us/step - loss: 8465.2778 - mean_absolute_error: 65.3875 - val_loss: 13542.0652 - val_mean_absolute_error: 82.6268 Epoch 728/5000 148/148 [==============================] - 0s 74us/step - loss: 8456.9134 - mean_absolute_error: 65.3654 - val_loss: 13534.0930 - val_mean_absolute_error: 82.6047 Epoch 729/5000 148/148 [==============================] - 0s 81us/step - loss: 8449.4237 - mean_absolute_error: 65.3426 - val_loss: 13534.2484 - val_mean_absolute_error: 82.6356 Epoch 730/5000 148/148 [==============================] - 0s 68us/step - loss: 8439.1166 - mean_absolute_error: 65.3079 - val_loss: 13530.2016 - val_mean_absolute_error: 82.6231 Epoch 731/5000 148/148 [==============================] - 0s 81us/step - loss: 8431.1390 - mean_absolute_error: 65.2645 - val_loss: 13525.7366 - val_mean_absolute_error: 82.6116 Epoch 732/5000 148/148 [==============================] - 0s 81us/step - loss: 8423.4870 - mean_absolute_error: 65.2364 - val_loss: 13525.1762 - val_mean_absolute_error: 82.6408 Epoch 733/5000 148/148 [==============================] - 0s 68us/step - loss: 8414.5945 - mean_absolute_error: 65.2051 - val_loss: 13523.1263 - val_mean_absolute_error: 82.6605 Epoch 734/5000 148/148 [==============================] - 0s 74us/step - loss: 8407.2739 - mean_absolute_error: 65.1822 - val_loss: 13517.7586 - val_mean_absolute_error: 82.6728 Epoch 735/5000 148/148 [==============================] - 0s 81us/step - loss: 8398.2924 - mean_absolute_error: 65.1431 - val_loss: 13510.2524 - val_mean_absolute_error: 82.6611 Epoch 736/5000 148/148 [==============================] - 0s 74us/step - loss: 8389.1094 - mean_absolute_error: 65.1082 - val_loss: 13504.3028 - val_mean_absolute_error: 82.6509 Epoch 737/5000 148/148 [==============================] - 0s 68us/step - loss: 8381.9579 - mean_absolute_error: 65.0830 - val_loss: 13496.2196 - val_mean_absolute_error: 82.6300 Epoch 738/5000 148/148 [==============================] - 0s 68us/step - loss: 8374.1512 - mean_absolute_error: 65.0569 - val_loss: 13489.9156 - val_mean_absolute_error: 82.6181 Epoch 739/5000 148/148 [==============================] - 0s 74us/step - loss: 8365.5172 - mean_absolute_error: 65.0324 - val_loss: 13478.5364 - val_mean_absolute_error: 82.5739 Epoch 740/5000 148/148 [==============================] - 0s 68us/step - loss: 8354.5543 - mean_absolute_error: 65.0033 - val_loss: 13465.5973 - val_mean_absolute_error: 82.4994 Epoch 741/5000 148/148 [==============================] - 0s 74us/step - loss: 8343.1593 - mean_absolute_error: 64.9776 - val_loss: 13449.6830 - val_mean_absolute_error: 82.4128 Epoch 742/5000 148/148 [==============================] - 0s 74us/step - loss: 8334.6105 - mean_absolute_error: 64.9502 - val_loss: 13435.9806 - val_mean_absolute_error: 82.3432 Epoch 743/5000 148/148 [==============================] - 0s 68us/step - loss: 8323.3075 - mean_absolute_error: 64.9189 - val_loss: 13421.7155 - val_mean_absolute_error: 82.2902 Epoch 744/5000 148/148 [==============================] - 0s 81us/step - loss: 8315.5915 - mean_absolute_error: 64.9002 - val_loss: 13408.8679 - val_mean_absolute_error: 82.2395 Epoch 745/5000 148/148 [==============================] - 0s 68us/step - loss: 8305.3057 - mean_absolute_error: 64.8673 - val_loss: 13393.3042 - val_mean_absolute_error: 82.1682 Epoch 746/5000 148/148 [==============================] - 0s 74us/step - loss: 8296.8946 - mean_absolute_error: 64.8312 - val_loss: 13378.7716 - val_mean_absolute_error: 82.1151 Epoch 747/5000 148/148 [==============================] - 0s 88us/step - loss: 8287.6301 - mean_absolute_error: 64.7997 - val_loss: 13363.4537 - val_mean_absolute_error: 82.0743 Epoch 748/5000 148/148 [==============================] - 0s 68us/step - loss: 8277.6094 - mean_absolute_error: 64.7767 - val_loss: 13341.9092 - val_mean_absolute_error: 81.9921 Epoch 749/5000 148/148 [==============================] - 0s 74us/step - loss: 8267.3844 - mean_absolute_error: 64.7509 - val_loss: 13315.6294 - val_mean_absolute_error: 81.8822 Epoch 750/5000 148/148 [==============================] - 0s 61us/step - loss: 8253.3903 - mean_absolute_error: 64.7152 - val_loss: 13295.1975 - val_mean_absolute_error: 81.8029 Epoch 751/5000 148/148 [==============================] - 0s 74us/step - loss: 8242.9286 - mean_absolute_error: 64.6733 - val_loss: 13277.9884 - val_mean_absolute_error: 81.7451 Epoch 752/5000 148/148 [==============================] - 0s 88us/step - loss: 8232.1227 - mean_absolute_error: 64.6293 - val_loss: 13260.9849 - val_mean_absolute_error: 81.6819 Epoch 753/5000 148/148 [==============================] - 0s 68us/step - loss: 8221.9448 - mean_absolute_error: 64.5939 - val_loss: 13239.5169 - val_mean_absolute_error: 81.5854 Epoch 754/5000 148/148 [==============================] - 0s 74us/step - loss: 8211.3254 - mean_absolute_error: 64.5536 - val_loss: 13224.9287 - val_mean_absolute_error: 81.5276 Epoch 755/5000 148/148 [==============================] - 0s 74us/step - loss: 8199.1108 - mean_absolute_error: 64.5207 - val_loss: 13211.5308 - val_mean_absolute_error: 81.4980 Epoch 756/5000 148/148 [==============================] - 0s 68us/step - loss: 8191.0600 - mean_absolute_error: 64.4952 - val_loss: 13205.3422 - val_mean_absolute_error: 81.4982 Epoch 757/5000 148/148 [==============================] - 0s 68us/step - loss: 8182.6552 - mean_absolute_error: 64.4749 - val_loss: 13206.8307 - val_mean_absolute_error: 81.5376 Epoch 758/5000 148/148 [==============================] - 0s 74us/step - loss: 8171.3429 - mean_absolute_error: 64.4492 - val_loss: 13206.7104 - val_mean_absolute_error: 81.5628
<keras.callbacks.History at 0x2073e8d1cc0>
model.fit(standardized_X,
y_train,
batch_size=148,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 27us/step - loss: 8164.7861 - mean_absolute_error: 64.4249 - val_loss: 13206.1622 - val_mean_absolute_error: 81.5639 Epoch 2/5000 148/148 [==============================] - 0s 34us/step - loss: 8163.1421 - mean_absolute_error: 64.4182 - val_loss: 13205.4197 - val_mean_absolute_error: 81.5639 Epoch 3/5000 148/148 [==============================] - 0s 34us/step - loss: 8161.4766 - mean_absolute_error: 64.4113 - val_loss: 13204.4969 - val_mean_absolute_error: 81.5629 Epoch 4/5000 148/148 [==============================] - 0s 27us/step - loss: 8159.7896 - mean_absolute_error: 64.4045 - val_loss: 13203.4147 - val_mean_absolute_error: 81.5609 Epoch 5/5000 148/148 [==============================] - 0s 34us/step - loss: 8158.0835 - mean_absolute_error: 64.3976 - val_loss: 13202.1857 - val_mean_absolute_error: 81.5581 Epoch 6/5000 148/148 [==============================] - 0s 27us/step - loss: 8156.3613 - mean_absolute_error: 64.3906 - val_loss: 13200.8265 - val_mean_absolute_error: 81.5545 Epoch 7/5000 148/148 [==============================] - 0s 34us/step - loss: 8154.6235 - mean_absolute_error: 64.3837 - val_loss: 13199.3511 - val_mean_absolute_error: 81.5502 Epoch 8/5000 148/148 [==============================] - 0s 34us/step - loss: 8152.8726 - mean_absolute_error: 64.3767 - val_loss: 13197.7660 - val_mean_absolute_error: 81.5452 Epoch 9/5000 148/148 [==============================] - 0s 20us/step - loss: 8151.1079 - mean_absolute_error: 64.3696 - val_loss: 13196.0859 - val_mean_absolute_error: 81.5397 Epoch 10/5000 148/148 [==============================] - 0s 27us/step - loss: 8149.3330 - mean_absolute_error: 64.3626 - val_loss: 13194.3188 - val_mean_absolute_error: 81.5337 Epoch 11/5000 148/148 [==============================] - 0s 34us/step - loss: 8147.5488 - mean_absolute_error: 64.3555 - val_loss: 13192.4721 - val_mean_absolute_error: 81.5273 Epoch 12/5000 148/148 [==============================] - 0s 27us/step - loss: 8145.7515 - mean_absolute_error: 64.3484 - val_loss: 13190.5567 - val_mean_absolute_error: 81.5204 Epoch 13/5000 148/148 [==============================] - 0s 20us/step - loss: 8143.9492 - mean_absolute_error: 64.3413 - val_loss: 13188.5767 - val_mean_absolute_error: 81.5131 Epoch 14/5000 148/148 [==============================] - 0s 27us/step - loss: 8142.1387 - mean_absolute_error: 64.3342 - val_loss: 13186.5383 - val_mean_absolute_error: 81.5055 Epoch 15/5000 148/148 [==============================] - 0s 20us/step - loss: 8140.3203 - mean_absolute_error: 64.3270 - val_loss: 13184.4485 - val_mean_absolute_error: 81.4977 Epoch 16/5000 148/148 [==============================] - 0s 27us/step - loss: 8138.4985 - mean_absolute_error: 64.3199 - val_loss: 13182.3123 - val_mean_absolute_error: 81.4897 Epoch 17/5000 148/148 [==============================] - 0s 20us/step - loss: 8136.6704 - mean_absolute_error: 64.3127 - val_loss: 13180.1343 - val_mean_absolute_error: 81.4814 Epoch 18/5000 148/148 [==============================] - 0s 27us/step - loss: 8134.8379 - mean_absolute_error: 64.3055 - val_loss: 13177.9200 - val_mean_absolute_error: 81.4729 Epoch 19/5000 148/148 [==============================] - 0s 27us/step - loss: 8133.0000 - mean_absolute_error: 64.2983 - val_loss: 13175.6702 - val_mean_absolute_error: 81.4642 Epoch 20/5000 148/148 [==============================] - 0s 20us/step - loss: 8131.1577 - mean_absolute_error: 64.2910 - val_loss: 13173.3909 - val_mean_absolute_error: 81.4552 Epoch 21/5000 148/148 [==============================] - 0s 20us/step - loss: 8129.3125 - mean_absolute_error: 64.2838 - val_loss: 13171.0813 - val_mean_absolute_error: 81.4462 Epoch 22/5000 148/148 [==============================] - 0s 27us/step - loss: 8127.4673 - mean_absolute_error: 64.2765 - val_loss: 13168.7470 - val_mean_absolute_error: 81.4372 Epoch 23/5000 148/148 [==============================] - 0s 34us/step - loss: 8125.6172 - mean_absolute_error: 64.2693 - val_loss: 13166.3906 - val_mean_absolute_error: 81.4280 Epoch 24/5000 148/148 [==============================] - 0s 41us/step - loss: 8123.7642 - mean_absolute_error: 64.2620 - val_loss: 13164.0141 - val_mean_absolute_error: 81.4187 Epoch 25/5000 148/148 [==============================] - 0s 34us/step - loss: 8121.9199 - mean_absolute_error: 64.2547 - val_loss: 13161.6161 - val_mean_absolute_error: 81.4093 Epoch 26/5000 148/148 [==============================] - 0s 27us/step - loss: 8120.0728 - mean_absolute_error: 64.2474 - val_loss: 13159.1965 - val_mean_absolute_error: 81.3997 Epoch 27/5000 148/148 [==============================] - 0s 27us/step - loss: 8118.2231 - mean_absolute_error: 64.2402 - val_loss: 13156.7599 - val_mean_absolute_error: 81.3901 Epoch 28/5000 148/148 [==============================] - 0s 34us/step - loss: 8116.3691 - mean_absolute_error: 64.2329 - val_loss: 13154.3069 - val_mean_absolute_error: 81.3803 Epoch 29/5000 148/148 [==============================] - 0s 34us/step - loss: 8114.5127 - mean_absolute_error: 64.2256 - val_loss: 13151.8386 - val_mean_absolute_error: 81.3705 Epoch 30/5000 148/148 [==============================] - 0s 47us/step - loss: 8112.6528 - mean_absolute_error: 64.2183 - val_loss: 13149.3547 - val_mean_absolute_error: 81.3606 Epoch 31/5000 148/148 [==============================] - 0s 27us/step - loss: 8110.7920 - mean_absolute_error: 64.2111 - val_loss: 13146.8621 - val_mean_absolute_error: 81.3506 Epoch 32/5000 148/148 [==============================] - 0s 27us/step - loss: 8108.9316 - mean_absolute_error: 64.2038 - val_loss: 13144.3580 - val_mean_absolute_error: 81.3406 Epoch 33/5000 148/148 [==============================] - 0s 27us/step - loss: 8107.0684 - mean_absolute_error: 64.1965 - val_loss: 13141.8455 - val_mean_absolute_error: 81.3305 Epoch 34/5000 148/148 [==============================] - 0s 27us/step - loss: 8105.2026 - mean_absolute_error: 64.1892 - val_loss: 13139.3246 - val_mean_absolute_error: 81.3204 Epoch 35/5000 148/148 [==============================] - 0s 20us/step - loss: 8103.3369 - mean_absolute_error: 64.1820 - val_loss: 13136.7983 - val_mean_absolute_error: 81.3102 Epoch 36/5000 148/148 [==============================] - 0s 27us/step - loss: 8101.4678 - mean_absolute_error: 64.1747 - val_loss: 13134.2663 - val_mean_absolute_error: 81.3001 Epoch 37/5000 148/148 [==============================] - 0s 27us/step - loss: 8099.5996 - mean_absolute_error: 64.1674 - val_loss: 13131.7300 - val_mean_absolute_error: 81.2899 Epoch 38/5000 148/148 [==============================] - 0s 34us/step - loss: 8097.7295 - mean_absolute_error: 64.1602 - val_loss: 13129.1902 - val_mean_absolute_error: 81.2796 Epoch 39/5000 148/148 [==============================] - 0s 34us/step - loss: 8095.8579 - mean_absolute_error: 64.1529 - val_loss: 13126.6437 - val_mean_absolute_error: 81.2694 Epoch 40/5000 148/148 [==============================] - 0s 27us/step - loss: 8093.9858 - mean_absolute_error: 64.1456 - val_loss: 13124.0950 - val_mean_absolute_error: 81.2591 Epoch 41/5000 148/148 [==============================] - 0s 27us/step - loss: 8092.1201 - mean_absolute_error: 64.1383 - val_loss: 13121.5459 - val_mean_absolute_error: 81.2488 Epoch 42/5000 148/148 [==============================] - 0s 41us/step - loss: 8090.2524 - mean_absolute_error: 64.1310 - val_loss: 13118.9955 - val_mean_absolute_error: 81.2385 Epoch 43/5000 148/148 [==============================] - 0s 27us/step - loss: 8088.3853 - mean_absolute_error: 64.1237 - val_loss: 13116.4463 - val_mean_absolute_error: 81.2281 Epoch 44/5000 148/148 [==============================] - 0s 34us/step - loss: 8086.5151 - mean_absolute_error: 64.1164 - val_loss: 13113.9001 - val_mean_absolute_error: 81.2178 Epoch 45/5000 148/148 [==============================] - 0s 41us/step - loss: 8084.6470 - mean_absolute_error: 64.1090 - val_loss: 13111.3518 - val_mean_absolute_error: 81.2074 Epoch 46/5000 148/148 [==============================] - 0s 34us/step - loss: 8082.7754 - mean_absolute_error: 64.1017 - val_loss: 13108.8042 - val_mean_absolute_error: 81.1971 Epoch 47/5000 148/148 [==============================] - 0s 47us/step - loss: 8080.9204 - mean_absolute_error: 64.0943 - val_loss: 13106.2548 - val_mean_absolute_error: 81.1866 Epoch 48/5000 148/148 [==============================] - 0s 20us/step - loss: 8079.0767 - mean_absolute_error: 64.0870 - val_loss: 13103.6996 - val_mean_absolute_error: 81.1762 Epoch 49/5000 148/148 [==============================] - 0s 27us/step - loss: 8077.2329 - mean_absolute_error: 64.0797 - val_loss: 13101.1433 - val_mean_absolute_error: 81.1657 Epoch 50/5000 148/148 [==============================] - 0s 27us/step - loss: 8075.3892 - mean_absolute_error: 64.0724 - val_loss: 13098.5867 - val_mean_absolute_error: 81.1552 Epoch 51/5000 148/148 [==============================] - 0s 20us/step - loss: 8073.5483 - mean_absolute_error: 64.0652 - val_loss: 13096.0235 - val_mean_absolute_error: 81.1447 Epoch 52/5000 148/148 [==============================] - 0s 27us/step - loss: 8071.7085 - mean_absolute_error: 64.0579 - val_loss: 13093.4558 - val_mean_absolute_error: 81.1342 Epoch 53/5000 148/148 [==============================] - 0s 20us/step - loss: 8069.8716 - mean_absolute_error: 64.0507 - val_loss: 13090.8873 - val_mean_absolute_error: 81.1236 Epoch 54/5000 148/148 [==============================] - 0s 34us/step - loss: 8068.0322 - mean_absolute_error: 64.0434 - val_loss: 13088.3101 - val_mean_absolute_error: 81.1130 Epoch 55/5000 148/148 [==============================] - 0s 34us/step - loss: 8066.1924 - mean_absolute_error: 64.0363 - val_loss: 13085.7341 - val_mean_absolute_error: 81.1025 Epoch 56/5000 148/148 [==============================] - 0s 41us/step - loss: 8064.3521 - mean_absolute_error: 64.0291 - val_loss: 13083.1520 - val_mean_absolute_error: 81.0919 Epoch 57/5000 148/148 [==============================] - 0s 27us/step - loss: 8062.5107 - mean_absolute_error: 64.0219 - val_loss: 13080.5654 - val_mean_absolute_error: 81.0813 Epoch 58/5000 148/148 [==============================] - 0s 20us/step - loss: 8060.6680 - mean_absolute_error: 64.0148 - val_loss: 13077.9777 - val_mean_absolute_error: 81.0707 Epoch 59/5000 148/148 [==============================] - 0s 27us/step - loss: 8058.8301 - mean_absolute_error: 64.0076 - val_loss: 13075.3888 - val_mean_absolute_error: 81.0601 Epoch 60/5000 148/148 [==============================] - 0s 34us/step - loss: 8056.9932 - mean_absolute_error: 64.0005 - val_loss: 13072.7932 - val_mean_absolute_error: 81.0494 Epoch 61/5000 148/148 [==============================] - 0s 27us/step - loss: 8055.1641 - mean_absolute_error: 63.9933 - val_loss: 13070.1990 - val_mean_absolute_error: 81.0387 Epoch 62/5000 148/148 [==============================] - 0s 27us/step - loss: 8053.3389 - mean_absolute_error: 63.9862 - val_loss: 13067.6032 - val_mean_absolute_error: 81.0280 Epoch 63/5000 148/148 [==============================] - 0s 27us/step - loss: 8051.5161 - mean_absolute_error: 63.9791 - val_loss: 13065.0053 - val_mean_absolute_error: 81.0173 Epoch 64/5000 148/148 [==============================] - 0s 20us/step - loss: 8049.6953 - mean_absolute_error: 63.9721 - val_loss: 13062.4058 - val_mean_absolute_error: 81.0066 Epoch 65/5000 148/148 [==============================] - 0s 27us/step - loss: 8047.8716 - mean_absolute_error: 63.9650 - val_loss: 13059.8060 - val_mean_absolute_error: 80.9959 Epoch 66/5000 148/148 [==============================] - 0s 27us/step - loss: 8046.0498 - mean_absolute_error: 63.9579 - val_loss: 13057.2097 - val_mean_absolute_error: 80.9852 Epoch 67/5000 148/148 [==============================] - 0s 34us/step - loss: 8044.2271 - mean_absolute_error: 63.9508 - val_loss: 13054.6129 - val_mean_absolute_error: 80.9745 Epoch 68/5000 148/148 [==============================] - 0s 41us/step - loss: 8042.4072 - mean_absolute_error: 63.9438 - val_loss: 13052.0155 - val_mean_absolute_error: 80.9638 Epoch 69/5000 148/148 [==============================] - 0s 41us/step - loss: 8040.5854 - mean_absolute_error: 63.9367 - val_loss: 13049.4116 - val_mean_absolute_error: 80.9531 Epoch 70/5000 148/148 [==============================] - 0s 27us/step - loss: 8038.7642 - mean_absolute_error: 63.9297 - val_loss: 13046.8037 - val_mean_absolute_error: 80.9424 Epoch 71/5000 148/148 [==============================] - 0s 27us/step - loss: 8036.9453 - mean_absolute_error: 63.9227 - val_loss: 13044.1982 - val_mean_absolute_error: 80.9316 Epoch 72/5000 148/148 [==============================] - 0s 27us/step - loss: 8035.1260 - mean_absolute_error: 63.9157 - val_loss: 13041.5952 - val_mean_absolute_error: 80.9209 Epoch 73/5000 148/148 [==============================] - 0s 27us/step - loss: 8033.3047 - mean_absolute_error: 63.9087 - val_loss: 13038.9939 - val_mean_absolute_error: 80.9101 Epoch 74/5000 148/148 [==============================] - 0s 34us/step - loss: 8031.4863 - mean_absolute_error: 63.9017 - val_loss: 13036.3964 - val_mean_absolute_error: 80.8994 Epoch 75/5000 148/148 [==============================] - 0s 34us/step - loss: 8029.6670 - mean_absolute_error: 63.8947 - val_loss: 13033.7993 - val_mean_absolute_error: 80.8887 Epoch 76/5000 148/148 [==============================] - 0s 27us/step - loss: 8027.8472 - mean_absolute_error: 63.8877 - val_loss: 13031.2048 - val_mean_absolute_error: 80.8780 Epoch 77/5000 148/148 [==============================] - 0s 27us/step - loss: 8026.0269 - mean_absolute_error: 63.8807 - val_loss: 13028.6083 - val_mean_absolute_error: 80.8672 Epoch 78/5000 148/148 [==============================] - 0s 20us/step - loss: 8024.2046 - mean_absolute_error: 63.8737 - val_loss: 13026.0133 - val_mean_absolute_error: 80.8565 Epoch 79/5000 148/148 [==============================] - 0s 27us/step - loss: 8022.3794 - mean_absolute_error: 63.8667 - val_loss: 13023.4178 - val_mean_absolute_error: 80.8457 Epoch 80/5000 148/148 [==============================] - 0s 27us/step - loss: 8020.5581 - mean_absolute_error: 63.8596 - val_loss: 13020.8223 - val_mean_absolute_error: 80.8350 Epoch 81/5000 148/148 [==============================] - 0s 20us/step - loss: 8018.7349 - mean_absolute_error: 63.8526 - val_loss: 13018.2210 - val_mean_absolute_error: 80.8242 Epoch 82/5000 148/148 [==============================] - 0s 27us/step - loss: 8016.9106 - mean_absolute_error: 63.8456 - val_loss: 13015.6236 - val_mean_absolute_error: 80.8135 Epoch 83/5000 148/148 [==============================] - 0s 27us/step - loss: 8015.0879 - mean_absolute_error: 63.8386 - val_loss: 13013.0195 - val_mean_absolute_error: 80.8027 Epoch 84/5000 148/148 [==============================] - 0s 27us/step - loss: 8013.2637 - mean_absolute_error: 63.8315 - val_loss: 13010.4167 - val_mean_absolute_error: 80.7920 Epoch 85/5000 148/148 [==============================] - 0s 27us/step - loss: 8011.4390 - mean_absolute_error: 63.8245 - val_loss: 13007.8206 - val_mean_absolute_error: 80.7813 Epoch 86/5000 148/148 [==============================] - 0s 27us/step - loss: 8009.6147 - mean_absolute_error: 63.8174 - val_loss: 13005.2233 - val_mean_absolute_error: 80.7706 Epoch 87/5000 148/148 [==============================] - 0s 34us/step - loss: 8007.7896 - mean_absolute_error: 63.8103 - val_loss: 13002.6264 - val_mean_absolute_error: 80.7599 Epoch 88/5000 148/148 [==============================] - 0s 27us/step - loss: 8005.9663 - mean_absolute_error: 63.8033 - val_loss: 13000.0286 - val_mean_absolute_error: 80.7492 Epoch 89/5000 148/148 [==============================] - 0s 27us/step - loss: 8004.1421 - mean_absolute_error: 63.7962 - val_loss: 12997.4329 - val_mean_absolute_error: 80.7384 Epoch 90/5000 148/148 [==============================] - 0s 27us/step - loss: 8002.3169 - mean_absolute_error: 63.7892 - val_loss: 12994.8381 - val_mean_absolute_error: 80.7277 Epoch 91/5000 148/148 [==============================] - 0s 34us/step - loss: 8000.4907 - mean_absolute_error: 63.7821 - val_loss: 12992.2470 - val_mean_absolute_error: 80.7170 Epoch 92/5000 148/148 [==============================] - 0s 20us/step - loss: 7998.6577 - mean_absolute_error: 63.7750 - val_loss: 12989.6570 - val_mean_absolute_error: 80.7064 Epoch 93/5000 148/148 [==============================] - 0s 27us/step - loss: 7996.7954 - mean_absolute_error: 63.7678 - val_loss: 12987.0685 - val_mean_absolute_error: 80.6957 Epoch 94/5000 148/148 [==============================] - 0s 27us/step - loss: 7994.9141 - mean_absolute_error: 63.7606 - val_loss: 12984.4769 - val_mean_absolute_error: 80.6851 Epoch 95/5000 148/148 [==============================] - 0s 27us/step - loss: 7993.0234 - mean_absolute_error: 63.7533 - val_loss: 12981.8886 - val_mean_absolute_error: 80.6745 Epoch 96/5000 148/148 [==============================] - 0s 20us/step - loss: 7991.1260 - mean_absolute_error: 63.7461 - val_loss: 12979.2955 - val_mean_absolute_error: 80.6639 Epoch 97/5000 148/148 [==============================] - 0s 27us/step - loss: 7989.2212 - mean_absolute_error: 63.7388 - val_loss: 12976.7043 - val_mean_absolute_error: 80.6533 Epoch 98/5000 148/148 [==============================] - 0s 27us/step - loss: 7987.3125 - mean_absolute_error: 63.7315 - val_loss: 12974.1112 - val_mean_absolute_error: 80.6428 Epoch 99/5000 148/148 [==============================] - 0s 27us/step - loss: 7985.3970 - mean_absolute_error: 63.7242 - val_loss: 12971.5179 - val_mean_absolute_error: 80.6323 Epoch 100/5000 148/148 [==============================] - 0s 20us/step - loss: 7983.4771 - mean_absolute_error: 63.7169 - val_loss: 12968.9249 - val_mean_absolute_error: 80.6217 Epoch 101/5000 148/148 [==============================] - 0s 34us/step - loss: 7981.5542 - mean_absolute_error: 63.7096 - val_loss: 12966.3324 - val_mean_absolute_error: 80.6112 Epoch 102/5000 148/148 [==============================] - 0s 27us/step - loss: 7979.6284 - mean_absolute_error: 63.7023 - val_loss: 12963.7436 - val_mean_absolute_error: 80.6008 Epoch 103/5000 148/148 [==============================] - 0s 20us/step - loss: 7977.6958 - mean_absolute_error: 63.6949 - val_loss: 12961.1588 - val_mean_absolute_error: 80.5904 Epoch 104/5000 148/148 [==============================] - 0s 34us/step - loss: 7975.7617 - mean_absolute_error: 63.6876 - val_loss: 12958.5715 - val_mean_absolute_error: 80.5799 Epoch 105/5000 148/148 [==============================] - 0s 27us/step - loss: 7973.8262 - mean_absolute_error: 63.6802 - val_loss: 12955.9829 - val_mean_absolute_error: 80.5695 Epoch 106/5000 148/148 [==============================] - 0s 27us/step - loss: 7971.8867 - mean_absolute_error: 63.6728 - val_loss: 12953.3945 - val_mean_absolute_error: 80.5591 Epoch 107/5000 148/148 [==============================] - 0s 20us/step - loss: 7969.9458 - mean_absolute_error: 63.6655 - val_loss: 12950.8089 - val_mean_absolute_error: 80.5487 Epoch 108/5000 148/148 [==============================] - 0s 41us/step - loss: 7968.0024 - mean_absolute_error: 63.6583 - val_loss: 12948.2241 - val_mean_absolute_error: 80.5383 Epoch 109/5000 148/148 [==============================] - 0s 27us/step - loss: 7966.0576 - mean_absolute_error: 63.6511 - val_loss: 12945.6436 - val_mean_absolute_error: 80.5280 Epoch 110/5000 148/148 [==============================] - 0s 95us/step - loss: 7964.1123 - mean_absolute_error: 63.6439 - val_loss: 12943.0620 - val_mean_absolute_error: 80.5176 Epoch 111/5000 148/148 [==============================] - 0s 27us/step - loss: 7962.1748 - mean_absolute_error: 63.6367 - val_loss: 12940.4797 - val_mean_absolute_error: 80.5072 Epoch 112/5000 148/148 [==============================] - 0s 27us/step - loss: 7960.2383 - mean_absolute_error: 63.6296 - val_loss: 12937.8944 - val_mean_absolute_error: 80.4968 Epoch 113/5000 148/148 [==============================] - 0s 27us/step - loss: 7958.2998 - mean_absolute_error: 63.6224 - val_loss: 12935.3122 - val_mean_absolute_error: 80.4864 Epoch 114/5000 148/148 [==============================] - 0s 34us/step - loss: 7956.3613 - mean_absolute_error: 63.6152 - val_loss: 12932.7287 - val_mean_absolute_error: 80.4760 Epoch 115/5000 148/148 [==============================] - 0s 27us/step - loss: 7954.4204 - mean_absolute_error: 63.6080 - val_loss: 12930.1479 - val_mean_absolute_error: 80.4656 Epoch 116/5000 148/148 [==============================] - 0s 27us/step - loss: 7952.4839 - mean_absolute_error: 63.6008 - val_loss: 12927.5659 - val_mean_absolute_error: 80.4552 Epoch 117/5000 148/148 [==============================] - 0s 27us/step - loss: 7950.5508 - mean_absolute_error: 63.5937 - val_loss: 12924.9846 - val_mean_absolute_error: 80.4448 Epoch 118/5000 148/148 [==============================] - 0s 27us/step - loss: 7948.6191 - mean_absolute_error: 63.5866 - val_loss: 12922.4080 - val_mean_absolute_error: 80.4344 Epoch 119/5000 148/148 [==============================] - 0s 27us/step - loss: 7946.6875 - mean_absolute_error: 63.5794 - val_loss: 12919.8314 - val_mean_absolute_error: 80.4240 Epoch 120/5000 148/148 [==============================] - 0s 20us/step - loss: 7944.7544 - mean_absolute_error: 63.5723 - val_loss: 12917.2557 - val_mean_absolute_error: 80.4136 Epoch 121/5000 148/148 [==============================] - 0s 27us/step - loss: 7942.8252 - mean_absolute_error: 63.5652 - val_loss: 12914.6816 - val_mean_absolute_error: 80.4032 Epoch 122/5000 148/148 [==============================] - 0s 27us/step - loss: 7940.8945 - mean_absolute_error: 63.5581 - val_loss: 12912.1084 - val_mean_absolute_error: 80.3928 Epoch 123/5000 148/148 [==============================] - 0s 27us/step - loss: 7938.9629 - mean_absolute_error: 63.5509 - val_loss: 12909.5359 - val_mean_absolute_error: 80.3824 Epoch 124/5000 148/148 [==============================] - 0s 41us/step - loss: 7937.0298 - mean_absolute_error: 63.5438 - val_loss: 12906.9671 - val_mean_absolute_error: 80.3721 Epoch 125/5000 148/148 [==============================] - 0s 20us/step - loss: 7935.0981 - mean_absolute_error: 63.5367 - val_loss: 12904.3963 - val_mean_absolute_error: 80.3617 Epoch 126/5000 148/148 [==============================] - 0s 34us/step - loss: 7933.1665 - mean_absolute_error: 63.5295 - val_loss: 12901.8180 - val_mean_absolute_error: 80.3513 Epoch 127/5000 148/148 [==============================] - 0s 27us/step - loss: 7931.2393 - mean_absolute_error: 63.5224 - val_loss: 12899.2332 - val_mean_absolute_error: 80.3408 Epoch 128/5000 148/148 [==============================] - 0s 20us/step - loss: 7929.3115 - mean_absolute_error: 63.5153 - val_loss: 12896.6442 - val_mean_absolute_error: 80.3304 Epoch 129/5000 148/148 [==============================] - 0s 27us/step - loss: 7927.3843 - mean_absolute_error: 63.5082 - val_loss: 12894.0518 - val_mean_absolute_error: 80.3200 Epoch 130/5000 148/148 [==============================] - 0s 27us/step - loss: 7925.4512 - mean_absolute_error: 63.5011 - val_loss: 12891.4522 - val_mean_absolute_error: 80.3096 Epoch 131/5000 148/148 [==============================] - 0s 20us/step - loss: 7923.5127 - mean_absolute_error: 63.4940 - val_loss: 12888.8443 - val_mean_absolute_error: 80.2992 Epoch 132/5000 148/148 [==============================] - 0s 27us/step - loss: 7921.5708 - mean_absolute_error: 63.4869 - val_loss: 12886.2276 - val_mean_absolute_error: 80.2887 Epoch 133/5000 148/148 [==============================] - 0s 20us/step - loss: 7919.6299 - mean_absolute_error: 63.4798 - val_loss: 12883.6037 - val_mean_absolute_error: 80.2782 Epoch 134/5000 148/148 [==============================] - 0s 27us/step - loss: 7917.6860 - mean_absolute_error: 63.4727 - val_loss: 12880.9762 - val_mean_absolute_error: 80.2677 Epoch 135/5000 148/148 [==============================] - 0s 20us/step - loss: 7915.7397 - mean_absolute_error: 63.4656 - val_loss: 12878.3436 - val_mean_absolute_error: 80.2571 Epoch 136/5000 148/148 [==============================] - 0s 34us/step - loss: 7913.7920 - mean_absolute_error: 63.4585 - val_loss: 12875.7135 - val_mean_absolute_error: 80.2465 Epoch 137/5000 148/148 [==============================] - 0s 34us/step - loss: 7911.8486 - mean_absolute_error: 63.4514 - val_loss: 12873.0869 - val_mean_absolute_error: 80.2359 Epoch 138/5000 148/148 [==============================] - 0s 34us/step - loss: 7909.9053 - mean_absolute_error: 63.4443 - val_loss: 12870.4596 - val_mean_absolute_error: 80.2253 Epoch 139/5000 148/148 [==============================] - 0s 27us/step - loss: 7907.9595 - mean_absolute_error: 63.4372 - val_loss: 12867.8354 - val_mean_absolute_error: 80.2147 Epoch 140/5000 148/148 [==============================] - 0s 41us/step - loss: 7906.0117 - mean_absolute_error: 63.4301 - val_loss: 12865.2100 - val_mean_absolute_error: 80.2041 Epoch 141/5000 148/148 [==============================] - 0s 34us/step - loss: 7904.0649 - mean_absolute_error: 63.4229 - val_loss: 12862.5846 - val_mean_absolute_error: 80.1937 Epoch 142/5000 148/148 [==============================] - 0s 27us/step - loss: 7902.1172 - mean_absolute_error: 63.4157 - val_loss: 12859.9662 - val_mean_absolute_error: 80.1833 Epoch 143/5000 148/148 [==============================] - 0s 27us/step - loss: 7900.1670 - mean_absolute_error: 63.4085 - val_loss: 12857.3499 - val_mean_absolute_error: 80.1728 Epoch 144/5000 148/148 [==============================] - 0s 34us/step - loss: 7898.2178 - mean_absolute_error: 63.4013 - val_loss: 12854.7362 - val_mean_absolute_error: 80.1624 Epoch 145/5000 148/148 [==============================] - 0s 34us/step - loss: 7896.2676 - mean_absolute_error: 63.3942 - val_loss: 12852.1128 - val_mean_absolute_error: 80.1520 Epoch 146/5000 148/148 [==============================] - 0s 34us/step - loss: 7894.3159 - mean_absolute_error: 63.3870 - val_loss: 12849.4823 - val_mean_absolute_error: 80.1415 Epoch 147/5000 148/148 [==============================] - 0s 34us/step - loss: 7892.3633 - mean_absolute_error: 63.3799 - val_loss: 12846.8480 - val_mean_absolute_error: 80.1311 Epoch 148/5000 148/148 [==============================] - 0s 34us/step - loss: 7890.4106 - mean_absolute_error: 63.3727 - val_loss: 12844.2131 - val_mean_absolute_error: 80.1206 Epoch 149/5000 148/148 [==============================] - 0s 27us/step - loss: 7888.4561 - mean_absolute_error: 63.3656 - val_loss: 12841.5741 - val_mean_absolute_error: 80.1101 Epoch 150/5000 148/148 [==============================] - 0s 20us/step - loss: 7886.5034 - mean_absolute_error: 63.3584 - val_loss: 12838.9418 - val_mean_absolute_error: 80.0997 Epoch 151/5000 148/148 [==============================] - 0s 27us/step - loss: 7884.5498 - mean_absolute_error: 63.3512 - val_loss: 12836.3140 - val_mean_absolute_error: 80.0893 Epoch 152/5000 148/148 [==============================] - 0s 27us/step - loss: 7882.5952 - mean_absolute_error: 63.3441 - val_loss: 12833.6926 - val_mean_absolute_error: 80.0788 Epoch 153/5000 148/148 [==============================] - 0s 20us/step - loss: 7880.6401 - mean_absolute_error: 63.3369 - val_loss: 12831.0725 - val_mean_absolute_error: 80.0684 Epoch 154/5000 148/148 [==============================] - 0s 41us/step - loss: 7878.6865 - mean_absolute_error: 63.3296 - val_loss: 12828.4574 - val_mean_absolute_error: 80.0579 Epoch 155/5000 148/148 [==============================] - 0s 34us/step - loss: 7876.7295 - mean_absolute_error: 63.3224 - val_loss: 12825.8446 - val_mean_absolute_error: 80.0475 Epoch 156/5000 148/148 [==============================] - 0s 34us/step - loss: 7874.7744 - mean_absolute_error: 63.3152 - val_loss: 12823.2246 - val_mean_absolute_error: 80.0370 Epoch 157/5000 148/148 [==============================] - 0s 27us/step - loss: 7872.8208 - mean_absolute_error: 63.3079 - val_loss: 12820.6001 - val_mean_absolute_error: 80.0266 Epoch 158/5000 148/148 [==============================] - 0s 27us/step - loss: 7870.8647 - mean_absolute_error: 63.3007 - val_loss: 12817.9725 - val_mean_absolute_error: 80.0161 Epoch 159/5000 148/148 [==============================] - 0s 27us/step - loss: 7868.9087 - mean_absolute_error: 63.2935 - val_loss: 12815.3501 - val_mean_absolute_error: 80.0056 Epoch 160/5000 148/148 [==============================] - 0s 34us/step - loss: 7866.9551 - mean_absolute_error: 63.2862 - val_loss: 12812.7347 - val_mean_absolute_error: 79.9952 Epoch 161/5000 148/148 [==============================] - 0s 20us/step - loss: 7865.0078 - mean_absolute_error: 63.2790 - val_loss: 12810.1227 - val_mean_absolute_error: 79.9848 Epoch 162/5000 148/148 [==============================] - 0s 27us/step - loss: 7863.0420 - mean_absolute_error: 63.2718 - val_loss: 12807.5005 - val_mean_absolute_error: 79.9743 Epoch 163/5000 148/148 [==============================] - 0s 20us/step - loss: 7861.0635 - mean_absolute_error: 63.2645 - val_loss: 12804.8767 - val_mean_absolute_error: 79.9637 Epoch 164/5000 148/148 [==============================] - 0s 34us/step - loss: 7859.0786 - mean_absolute_error: 63.2572 - val_loss: 12802.2461 - val_mean_absolute_error: 79.9532 Epoch 165/5000 148/148 [==============================] - 0s 20us/step - loss: 7857.0923 - mean_absolute_error: 63.2499 - val_loss: 12799.6065 - val_mean_absolute_error: 79.9426 Epoch 166/5000 148/148 [==============================] - 0s 27us/step - loss: 7855.1021 - mean_absolute_error: 63.2426 - val_loss: 12796.9700 - val_mean_absolute_error: 79.9319 Epoch 167/5000 148/148 [==============================] - 0s 27us/step - loss: 7853.1099 - mean_absolute_error: 63.2353 - val_loss: 12794.3371 - val_mean_absolute_error: 79.9213 Epoch 168/5000 148/148 [==============================] - 0s 27us/step - loss: 7851.1147 - mean_absolute_error: 63.2280 - val_loss: 12791.7045 - val_mean_absolute_error: 79.9107 Epoch 169/5000 148/148 [==============================] - 0s 27us/step - loss: 7849.1167 - mean_absolute_error: 63.2207 - val_loss: 12789.0707 - val_mean_absolute_error: 79.9000 Epoch 170/5000 148/148 [==============================] - 0s 27us/step - loss: 7847.1172 - mean_absolute_error: 63.2133 - val_loss: 12786.4304 - val_mean_absolute_error: 79.8894 Epoch 171/5000 148/148 [==============================] - 0s 34us/step - loss: 7845.1167 - mean_absolute_error: 63.2060 - val_loss: 12783.7840 - val_mean_absolute_error: 79.8786 Epoch 172/5000 148/148 [==============================] - 0s 20us/step - loss: 7843.1133 - mean_absolute_error: 63.1987 - val_loss: 12781.1391 - val_mean_absolute_error: 79.8680 Epoch 173/5000 148/148 [==============================] - 0s 34us/step - loss: 7841.1079 - mean_absolute_error: 63.1914 - val_loss: 12778.4934 - val_mean_absolute_error: 79.8572 Epoch 174/5000 148/148 [==============================] - 0s 20us/step - loss: 7839.1040 - mean_absolute_error: 63.1840 - val_loss: 12775.8536 - val_mean_absolute_error: 79.8466 Epoch 175/5000 148/148 [==============================] - 0s 27us/step - loss: 7837.0981 - mean_absolute_error: 63.1767 - val_loss: 12773.2159 - val_mean_absolute_error: 79.8358 Epoch 176/5000 148/148 [==============================] - 0s 20us/step - loss: 7835.0894 - mean_absolute_error: 63.1693 - val_loss: 12770.5791 - val_mean_absolute_error: 79.8251 Epoch 177/5000 148/148 [==============================] - 0s 34us/step - loss: 7833.0820 - mean_absolute_error: 63.1619 - val_loss: 12767.9346 - val_mean_absolute_error: 79.8144 Epoch 178/5000 148/148 [==============================] - 0s 20us/step - loss: 7831.0718 - mean_absolute_error: 63.1546 - val_loss: 12765.2853 - val_mean_absolute_error: 79.8036 Epoch 179/5000 148/148 [==============================] - 0s 27us/step - loss: 7829.0625 - mean_absolute_error: 63.1472 - val_loss: 12762.6416 - val_mean_absolute_error: 79.7928 Epoch 180/5000 148/148 [==============================] - 0s 27us/step - loss: 7827.0522 - mean_absolute_error: 63.1399 - val_loss: 12760.0037 - val_mean_absolute_error: 79.7821 Epoch 181/5000 148/148 [==============================] - 0s 34us/step - loss: 7825.0405 - mean_absolute_error: 63.1325 - val_loss: 12757.3572 - val_mean_absolute_error: 79.7714 Epoch 182/5000 148/148 [==============================] - 0s 27us/step - loss: 7823.0288 - mean_absolute_error: 63.1251 - val_loss: 12754.7152 - val_mean_absolute_error: 79.7606 Epoch 183/5000 148/148 [==============================] - 0s 27us/step - loss: 7821.0171 - mean_absolute_error: 63.1177 - val_loss: 12752.0779 - val_mean_absolute_error: 79.7498 Epoch 184/5000 148/148 [==============================] - 0s 27us/step - loss: 7819.0059 - mean_absolute_error: 63.1103 - val_loss: 12749.4345 - val_mean_absolute_error: 79.7390 Epoch 185/5000 148/148 [==============================] - 0s 27us/step - loss: 7816.9941 - mean_absolute_error: 63.1029 - val_loss: 12746.7879 - val_mean_absolute_error: 79.7282 Epoch 186/5000 148/148 [==============================] - 0s 27us/step - loss: 7814.9805 - mean_absolute_error: 63.0955 - val_loss: 12744.1473 - val_mean_absolute_error: 79.7175 Epoch 187/5000 148/148 [==============================] - 0s 34us/step - loss: 7812.9678 - mean_absolute_error: 63.0881 - val_loss: 12741.5096 - val_mean_absolute_error: 79.7067 Epoch 188/5000 148/148 [==============================] - 0s 20us/step - loss: 7810.9551 - mean_absolute_error: 63.0807 - val_loss: 12738.8711 - val_mean_absolute_error: 79.6959 Epoch 189/5000 148/148 [==============================] - 0s 27us/step - loss: 7808.9419 - mean_absolute_error: 63.0733 - val_loss: 12736.2295 - val_mean_absolute_error: 79.6850 Epoch 190/5000 148/148 [==============================] - 0s 27us/step - loss: 7806.9297 - mean_absolute_error: 63.0659 - val_loss: 12733.5840 - val_mean_absolute_error: 79.6742 Epoch 191/5000 148/148 [==============================] - 0s 27us/step - loss: 7804.9170 - mean_absolute_error: 63.0585 - val_loss: 12730.9453 - val_mean_absolute_error: 79.6634 Epoch 192/5000 148/148 [==============================] - 0s 27us/step - loss: 7802.9028 - mean_absolute_error: 63.0510 - val_loss: 12728.3112 - val_mean_absolute_error: 79.6526 Epoch 193/5000 148/148 [==============================] - 0s 27us/step - loss: 7800.8887 - mean_absolute_error: 63.0436 - val_loss: 12725.6843 - val_mean_absolute_error: 79.6419 Epoch 194/5000 148/148 [==============================] - 0s 34us/step - loss: 7798.8760 - mean_absolute_error: 63.0361 - val_loss: 12723.0492 - val_mean_absolute_error: 79.6311 Epoch 195/5000 148/148 [==============================] - 0s 27us/step - loss: 7796.8643 - mean_absolute_error: 63.0287 - val_loss: 12720.4093 - val_mean_absolute_error: 79.6202 Epoch 196/5000 148/148 [==============================] - 0s 34us/step - loss: 7794.8496 - mean_absolute_error: 63.0212 - val_loss: 12717.7722 - val_mean_absolute_error: 79.6094 Epoch 197/5000 148/148 [==============================] - 0s 27us/step - loss: 7792.8354 - mean_absolute_error: 63.0138 - val_loss: 12715.1185 - val_mean_absolute_error: 79.5986 Epoch 198/5000 148/148 [==============================] - 0s 27us/step - loss: 7790.8228 - mean_absolute_error: 63.0063 - val_loss: 12712.4599 - val_mean_absolute_error: 79.5877 Epoch 199/5000 148/148 [==============================] - 0s 34us/step - loss: 7788.8101 - mean_absolute_error: 62.9989 - val_loss: 12709.8103 - val_mean_absolute_error: 79.5769 Epoch 200/5000 148/148 [==============================] - 0s 27us/step - loss: 7786.7964 - mean_absolute_error: 62.9914 - val_loss: 12707.1625 - val_mean_absolute_error: 79.5660 Epoch 201/5000 148/148 [==============================] - 0s 20us/step - loss: 7784.7837 - mean_absolute_error: 62.9839 - val_loss: 12704.5122 - val_mean_absolute_error: 79.5552 Epoch 202/5000 148/148 [==============================] - 0s 41us/step - loss: 7782.7695 - mean_absolute_error: 62.9764 - val_loss: 12701.8558 - val_mean_absolute_error: 79.5443 Epoch 203/5000 148/148 [==============================] - 0s 27us/step - loss: 7780.7583 - mean_absolute_error: 62.9689 - val_loss: 12699.2041 - val_mean_absolute_error: 79.5334 Epoch 204/5000 148/148 [==============================] - 0s 34us/step - loss: 7778.7485 - mean_absolute_error: 62.9615 - val_loss: 12696.5578 - val_mean_absolute_error: 79.5226 Epoch 205/5000 148/148 [==============================] - 0s 34us/step - loss: 7776.7393 - mean_absolute_error: 62.9540 - val_loss: 12693.9117 - val_mean_absolute_error: 79.5117 Epoch 206/5000 148/148 [==============================] - 0s 34us/step - loss: 7774.7324 - mean_absolute_error: 62.9465 - val_loss: 12691.2625 - val_mean_absolute_error: 79.5009 Epoch 207/5000 148/148 [==============================] - 0s 34us/step - loss: 7772.7256 - mean_absolute_error: 62.9391 - val_loss: 12688.6095 - val_mean_absolute_error: 79.4900 Epoch 208/5000 148/148 [==============================] - 0s 27us/step - loss: 7770.7104 - mean_absolute_error: 62.9316 - val_loss: 12685.9585 - val_mean_absolute_error: 79.4793 Epoch 209/5000 148/148 [==============================] - 0s 27us/step - loss: 7768.6943 - mean_absolute_error: 62.9241 - val_loss: 12683.3114 - val_mean_absolute_error: 79.4686 Epoch 210/5000 148/148 [==============================] - 0s 27us/step - loss: 7766.6797 - mean_absolute_error: 62.9165 - val_loss: 12680.6684 - val_mean_absolute_error: 79.4579 Epoch 211/5000 148/148 [==============================] - 0s 27us/step - loss: 7764.6680 - mean_absolute_error: 62.9090 - val_loss: 12678.0191 - val_mean_absolute_error: 79.4472 Epoch 212/5000 148/148 [==============================] - 0s 27us/step - loss: 7762.6514 - mean_absolute_error: 62.9014 - val_loss: 12675.3718 - val_mean_absolute_error: 79.4365 Epoch 213/5000 148/148 [==============================] - 0s 20us/step - loss: 7760.6333 - mean_absolute_error: 62.8938 - val_loss: 12672.7287 - val_mean_absolute_error: 79.4258 Epoch 214/5000 148/148 [==============================] - 0s 20us/step - loss: 7758.6157 - mean_absolute_error: 62.8861 - val_loss: 12670.0870 - val_mean_absolute_error: 79.4151 Epoch 215/5000 148/148 [==============================] - 0s 27us/step - loss: 7756.6045 - mean_absolute_error: 62.8784 - val_loss: 12667.4530 - val_mean_absolute_error: 79.4044 Epoch 216/5000 148/148 [==============================] - 0s 27us/step - loss: 7754.5952 - mean_absolute_error: 62.8708 - val_loss: 12664.8148 - val_mean_absolute_error: 79.3937 Epoch 217/5000 148/148 [==============================] - 0s 27us/step - loss: 7752.5854 - mean_absolute_error: 62.8631 - val_loss: 12662.1734 - val_mean_absolute_error: 79.3830 Epoch 218/5000 148/148 [==============================] - 0s 27us/step - loss: 7750.5752 - mean_absolute_error: 62.8555 - val_loss: 12659.5267 - val_mean_absolute_error: 79.3723 Epoch 219/5000 148/148 [==============================] - 0s 20us/step - loss: 7748.5659 - mean_absolute_error: 62.8478 - val_loss: 12656.8830 - val_mean_absolute_error: 79.3616 Epoch 220/5000 148/148 [==============================] - 0s 27us/step - loss: 7746.5542 - mean_absolute_error: 62.8402 - val_loss: 12654.2477 - val_mean_absolute_error: 79.3509 Epoch 221/5000 148/148 [==============================] - 0s 34us/step - loss: 7744.5430 - mean_absolute_error: 62.8325 - val_loss: 12651.6140 - val_mean_absolute_error: 79.3402 Epoch 222/5000 148/148 [==============================] - 0s 27us/step - loss: 7742.5298 - mean_absolute_error: 62.8248 - val_loss: 12648.9894 - val_mean_absolute_error: 79.3295 Epoch 223/5000 148/148 [==============================] - 0s 27us/step - loss: 7740.5176 - mean_absolute_error: 62.8170 - val_loss: 12646.3698 - val_mean_absolute_error: 79.3188 Epoch 224/5000 148/148 [==============================] - 0s 27us/step - loss: 7738.5049 - mean_absolute_error: 62.8093 - val_loss: 12643.7497 - val_mean_absolute_error: 79.3081 Epoch 225/5000 148/148 [==============================] - 0s 20us/step - loss: 7736.4941 - mean_absolute_error: 62.8015 - val_loss: 12641.1269 - val_mean_absolute_error: 79.2974 Epoch 226/5000 148/148 [==============================] - 0s 27us/step - loss: 7734.4805 - mean_absolute_error: 62.7937 - val_loss: 12638.5011 - val_mean_absolute_error: 79.2867 Epoch 227/5000 148/148 [==============================] - 0s 34us/step - loss: 7732.4697 - mean_absolute_error: 62.7859 - val_loss: 12635.8789 - val_mean_absolute_error: 79.2760 Epoch 228/5000 148/148 [==============================] - 0s 27us/step - loss: 7730.4595 - mean_absolute_error: 62.7781 - val_loss: 12633.2598 - val_mean_absolute_error: 79.2653 Epoch 229/5000 148/148 [==============================] - 0s 27us/step - loss: 7728.4478 - mean_absolute_error: 62.7702 - val_loss: 12630.6454 - val_mean_absolute_error: 79.2547 Epoch 230/5000 148/148 [==============================] - 0s 20us/step - loss: 7726.4360 - mean_absolute_error: 62.7624 - val_loss: 12628.0327 - val_mean_absolute_error: 79.2440 Epoch 231/5000 148/148 [==============================] - 0s 27us/step - loss: 7724.4233 - mean_absolute_error: 62.7545 - val_loss: 12625.4135 - val_mean_absolute_error: 79.2333 Epoch 232/5000 148/148 [==============================] - 0s 27us/step - loss: 7722.4131 - mean_absolute_error: 62.7467 - val_loss: 12622.7867 - val_mean_absolute_error: 79.2225 Epoch 233/5000 148/148 [==============================] - 0s 27us/step - loss: 7720.4014 - mean_absolute_error: 62.7388 - val_loss: 12620.1585 - val_mean_absolute_error: 79.2118 Epoch 234/5000 148/148 [==============================] - 0s 20us/step - loss: 7718.3887 - mean_absolute_error: 62.7310 - val_loss: 12617.5383 - val_mean_absolute_error: 79.2010 Epoch 235/5000 148/148 [==============================] - 0s 27us/step - loss: 7716.3774 - mean_absolute_error: 62.7232 - val_loss: 12614.9227 - val_mean_absolute_error: 79.1903 Epoch 236/5000 148/148 [==============================] - 0s 27us/step - loss: 7714.3667 - mean_absolute_error: 62.7153 - val_loss: 12612.3170 - val_mean_absolute_error: 79.1796 Epoch 237/5000 148/148 [==============================] - 0s 20us/step - loss: 7712.3530 - mean_absolute_error: 62.7074 - val_loss: 12609.7109 - val_mean_absolute_error: 79.1688 Epoch 238/5000 148/148 [==============================] - 0s 20us/step - loss: 7710.3423 - mean_absolute_error: 62.6995 - val_loss: 12607.1080 - val_mean_absolute_error: 79.1581 Epoch 239/5000 148/148 [==============================] - 0s 20us/step - loss: 7708.3359 - mean_absolute_error: 62.6916 - val_loss: 12604.4921 - val_mean_absolute_error: 79.1474 Epoch 240/5000 148/148 [==============================] - 0s 34us/step - loss: 7706.3267 - mean_absolute_error: 62.6837 - val_loss: 12601.8733 - val_mean_absolute_error: 79.1366 Epoch 241/5000 148/148 [==============================] - 0s 27us/step - loss: 7704.3174 - mean_absolute_error: 62.6758 - val_loss: 12599.2476 - val_mean_absolute_error: 79.1258 Epoch 242/5000 148/148 [==============================] - 0s 20us/step - loss: 7702.3066 - mean_absolute_error: 62.6680 - val_loss: 12596.6208 - val_mean_absolute_error: 79.1151 Epoch 243/5000 148/148 [==============================] - 0s 27us/step - loss: 7700.2974 - mean_absolute_error: 62.6601 - val_loss: 12593.9991 - val_mean_absolute_error: 79.1043 Epoch 244/5000 148/148 [==============================] - 0s 27us/step - loss: 7698.2891 - mean_absolute_error: 62.6523 - val_loss: 12591.3812 - val_mean_absolute_error: 79.0936 Epoch 245/5000 148/148 [==============================] - 0s 20us/step - loss: 7696.2822 - mean_absolute_error: 62.6444 - val_loss: 12588.7653 - val_mean_absolute_error: 79.0831 Epoch 246/5000 148/148 [==============================] - 0s 27us/step - loss: 7694.2778 - mean_absolute_error: 62.6366 - val_loss: 12586.1549 - val_mean_absolute_error: 79.0726 Epoch 247/5000 148/148 [==============================] - 0s 34us/step - loss: 7692.2729 - mean_absolute_error: 62.6288 - val_loss: 12583.5477 - val_mean_absolute_error: 79.0620 Epoch 248/5000 148/148 [==============================] - 0s 27us/step - loss: 7690.2705 - mean_absolute_error: 62.6209 - val_loss: 12580.9517 - val_mean_absolute_error: 79.0515 Epoch 249/5000 148/148 [==============================] - 0s 27us/step - loss: 7688.2661 - mean_absolute_error: 62.6130 - val_loss: 12578.3559 - val_mean_absolute_error: 79.0410 Epoch 250/5000 148/148 [==============================] - 0s 34us/step - loss: 7686.2617 - mean_absolute_error: 62.6051 - val_loss: 12575.7578 - val_mean_absolute_error: 79.0305 Epoch 251/5000 148/148 [==============================] - 0s 27us/step - loss: 7684.2559 - mean_absolute_error: 62.5971 - val_loss: 12573.1534 - val_mean_absolute_error: 79.0200 Epoch 252/5000 148/148 [==============================] - 0s 20us/step - loss: 7682.2515 - mean_absolute_error: 62.5892 - val_loss: 12570.5416 - val_mean_absolute_error: 79.0094 Epoch 253/5000 148/148 [==============================] - 0s 34us/step - loss: 7680.2485 - mean_absolute_error: 62.5814 - val_loss: 12567.9331 - val_mean_absolute_error: 78.9988 Epoch 254/5000 148/148 [==============================] - 0s 27us/step - loss: 7678.2476 - mean_absolute_error: 62.5735 - val_loss: 12565.3294 - val_mean_absolute_error: 78.9883 Epoch 255/5000 148/148 [==============================] - 0s 27us/step - loss: 7676.2432 - mean_absolute_error: 62.5656 - val_loss: 12562.7286 - val_mean_absolute_error: 78.9777 Epoch 256/5000 148/148 [==============================] - 0s 41us/step - loss: 7674.2407 - mean_absolute_error: 62.5577 - val_loss: 12560.1284 - val_mean_absolute_error: 78.9672 Epoch 257/5000 148/148 [==============================] - 0s 27us/step - loss: 7672.2363 - mean_absolute_error: 62.5498 - val_loss: 12557.5321 - val_mean_absolute_error: 78.9566 Epoch 258/5000 148/148 [==============================] - 0s 27us/step - loss: 7670.2349 - mean_absolute_error: 62.5419 - val_loss: 12554.9395 - val_mean_absolute_error: 78.9461 Epoch 259/5000 148/148 [==============================] - 0s 27us/step - loss: 7668.2314 - mean_absolute_error: 62.5340 - val_loss: 12552.3476 - val_mean_absolute_error: 78.9355 Epoch 260/5000 148/148 [==============================] - 0s 27us/step - loss: 7666.2305 - mean_absolute_error: 62.5261 - val_loss: 12549.7484 - val_mean_absolute_error: 78.9249 Epoch 261/5000 148/148 [==============================] - 0s 27us/step - loss: 7664.2290 - mean_absolute_error: 62.5182 - val_loss: 12547.1451 - val_mean_absolute_error: 78.9144 Epoch 262/5000 148/148 [==============================] - 0s 34us/step - loss: 7662.2290 - mean_absolute_error: 62.5103 - val_loss: 12544.5373 - val_mean_absolute_error: 78.9038 Epoch 263/5000 148/148 [==============================] - 0s 34us/step - loss: 7660.2266 - mean_absolute_error: 62.5024 - val_loss: 12541.9404 - val_mean_absolute_error: 78.8932 Epoch 264/5000 148/148 [==============================] - 0s 34us/step - loss: 7658.2271 - mean_absolute_error: 62.4945 - val_loss: 12539.3453 - val_mean_absolute_error: 78.8826 Epoch 265/5000 148/148 [==============================] - 0s 34us/step - loss: 7656.2271 - mean_absolute_error: 62.4866 - val_loss: 12536.7520 - val_mean_absolute_error: 78.8721 Epoch 266/5000 148/148 [==============================] - 0s 27us/step - loss: 7654.2271 - mean_absolute_error: 62.4787 - val_loss: 12534.1658 - val_mean_absolute_error: 78.8615 Epoch 267/5000 148/148 [==============================] - 0s 34us/step - loss: 7652.2280 - mean_absolute_error: 62.4707 - val_loss: 12531.5825 - val_mean_absolute_error: 78.8510 Epoch 268/5000 148/148 [==============================] - 0s 27us/step - loss: 7650.2290 - mean_absolute_error: 62.4627 - val_loss: 12528.9929 - val_mean_absolute_error: 78.8404 Epoch 269/5000 148/148 [==============================] - 0s 27us/step - loss: 7648.2314 - mean_absolute_error: 62.4547 - val_loss: 12526.3969 - val_mean_absolute_error: 78.8298 Epoch 270/5000 148/148 [==============================] - 0s 27us/step - loss: 7646.2314 - mean_absolute_error: 62.4468 - val_loss: 12523.7951 - val_mean_absolute_error: 78.8192 Epoch 271/5000 148/148 [==============================] - 0s 34us/step - loss: 7644.2329 - mean_absolute_error: 62.4391 - val_loss: 12521.1986 - val_mean_absolute_error: 78.8086 Epoch 272/5000 148/148 [==============================] - 0s 20us/step - loss: 7642.2349 - mean_absolute_error: 62.4313 - val_loss: 12518.6058 - val_mean_absolute_error: 78.7981 Epoch 273/5000 148/148 [==============================] - 0s 27us/step - loss: 7640.2358 - mean_absolute_error: 62.4235 - val_loss: 12516.0188 - val_mean_absolute_error: 78.7875 Epoch 274/5000 148/148 [==============================] - 0s 27us/step - loss: 7638.2373 - mean_absolute_error: 62.4158 - val_loss: 12513.4358 - val_mean_absolute_error: 78.7769 Epoch 275/5000 148/148 [==============================] - 0s 27us/step - loss: 7636.2383 - mean_absolute_error: 62.4079 - val_loss: 12510.8510 - val_mean_absolute_error: 78.7663 Epoch 276/5000 148/148 [==============================] - 0s 27us/step - loss: 7634.2422 - mean_absolute_error: 62.4001 - val_loss: 12508.2651 - val_mean_absolute_error: 78.7558 Epoch 277/5000 148/148 [==============================] - 0s 34us/step - loss: 7632.2441 - mean_absolute_error: 62.3923 - val_loss: 12505.6805 - val_mean_absolute_error: 78.7452 Epoch 278/5000 148/148 [==============================] - 0s 27us/step - loss: 7630.2476 - mean_absolute_error: 62.3844 - val_loss: 12503.1029 - val_mean_absolute_error: 78.7347 Epoch 279/5000 148/148 [==============================] - 0s 27us/step - loss: 7628.2500 - mean_absolute_error: 62.3766 - val_loss: 12500.5270 - val_mean_absolute_error: 78.7241 Epoch 280/5000 148/148 [==============================] - 0s 20us/step - loss: 7626.2544 - mean_absolute_error: 62.3688 - val_loss: 12497.9444 - val_mean_absolute_error: 78.7135 Epoch 281/5000 148/148 [==============================] - 0s 27us/step - loss: 7624.2710 - mean_absolute_error: 62.3611 - val_loss: 12495.3595 - val_mean_absolute_error: 78.7029 Epoch 282/5000 148/148 [==============================] - 0s 27us/step - loss: 7622.3267 - mean_absolute_error: 62.3535 - val_loss: 12492.7737 - val_mean_absolute_error: 78.6923 Epoch 283/5000 148/148 [==============================] - 0s 27us/step - loss: 7620.3867 - mean_absolute_error: 62.3458 - val_loss: 12490.1950 - val_mean_absolute_error: 78.6817 Epoch 284/5000 148/148 [==============================] - 0s 34us/step - loss: 7618.4478 - mean_absolute_error: 62.3381 - val_loss: 12487.6193 - val_mean_absolute_error: 78.6711 Epoch 285/5000 148/148 [==============================] - 0s 27us/step - loss: 7616.5142 - mean_absolute_error: 62.3305 - val_loss: 12485.0785 - val_mean_absolute_error: 78.6605 Epoch 286/5000 148/148 [==============================] - 0s 27us/step - loss: 7614.5830 - mean_absolute_error: 62.3228 - val_loss: 12482.5532 - val_mean_absolute_error: 78.6500 Epoch 287/5000 148/148 [==============================] - 0s 27us/step - loss: 7612.6519 - mean_absolute_error: 62.3151 - val_loss: 12480.0333 - val_mean_absolute_error: 78.6394 Epoch 288/5000 148/148 [==============================] - 0s 27us/step - loss: 7610.7236 - mean_absolute_error: 62.3075 - val_loss: 12477.4873 - val_mean_absolute_error: 78.6288 Epoch 289/5000 148/148 [==============================] - 0s 27us/step - loss: 7608.8008 - mean_absolute_error: 62.2998 - val_loss: 12474.9274 - val_mean_absolute_error: 78.6181 Epoch 290/5000 148/148 [==============================] - 0s 34us/step - loss: 7606.8760 - mean_absolute_error: 62.2922 - val_loss: 12472.3627 - val_mean_absolute_error: 78.6075 Epoch 291/5000 148/148 [==============================] - 0s 27us/step - loss: 7604.9546 - mean_absolute_error: 62.2845 - val_loss: 12469.8015 - val_mean_absolute_error: 78.5968 Epoch 292/5000 148/148 [==============================] - 0s 20us/step - loss: 7603.0356 - mean_absolute_error: 62.2769 - val_loss: 12467.2463 - val_mean_absolute_error: 78.5861 Epoch 293/5000 148/148 [==============================] - 0s 20us/step - loss: 7601.1172 - mean_absolute_error: 62.2692 - val_loss: 12464.6984 - val_mean_absolute_error: 78.5754 Epoch 294/5000 148/148 [==============================] - 0s 34us/step - loss: 7599.1982 - mean_absolute_error: 62.2614 - val_loss: 12462.1578 - val_mean_absolute_error: 78.5647 Epoch 295/5000 148/148 [==============================] - 0s 27us/step - loss: 7597.2822 - mean_absolute_error: 62.2537 - val_loss: 12459.6103 - val_mean_absolute_error: 78.5540 Epoch 296/5000 148/148 [==============================] - 0s 27us/step - loss: 7595.3682 - mean_absolute_error: 62.2460 - val_loss: 12457.0539 - val_mean_absolute_error: 78.5432 Epoch 297/5000 148/148 [==============================] - 0s 27us/step - loss: 7593.4536 - mean_absolute_error: 62.2384 - val_loss: 12454.4958 - val_mean_absolute_error: 78.5325 Epoch 298/5000 148/148 [==============================] - 0s 27us/step - loss: 7591.5391 - mean_absolute_error: 62.2307 - val_loss: 12451.9391 - val_mean_absolute_error: 78.5218 Epoch 299/5000 148/148 [==============================] - 0s 27us/step - loss: 7589.6343 - mean_absolute_error: 62.2231 - val_loss: 12449.3921 - val_mean_absolute_error: 78.5111 Epoch 300/5000 148/148 [==============================] - 0s 27us/step - loss: 7587.7534 - mean_absolute_error: 62.2155 - val_loss: 12446.8475 - val_mean_absolute_error: 78.5004 Epoch 301/5000 148/148 [==============================] - 0s 27us/step - loss: 7585.8760 - mean_absolute_error: 62.2079 - val_loss: 12444.3160 - val_mean_absolute_error: 78.4897 Epoch 302/5000 148/148 [==============================] - 0s 20us/step - loss: 7584.0000 - mean_absolute_error: 62.2003 - val_loss: 12441.7866 - val_mean_absolute_error: 78.4790 Epoch 303/5000 148/148 [==============================] - 0s 34us/step - loss: 7582.1265 - mean_absolute_error: 62.1927 - val_loss: 12439.2501 - val_mean_absolute_error: 78.4682 Epoch 304/5000 148/148 [==============================] - 0s 27us/step - loss: 7580.2559 - mean_absolute_error: 62.1851 - val_loss: 12436.7166 - val_mean_absolute_error: 78.4574 Epoch 305/5000 148/148 [==============================] - 0s 20us/step - loss: 7578.3853 - mean_absolute_error: 62.1774 - val_loss: 12434.1791 - val_mean_absolute_error: 78.4467 Epoch 306/5000 148/148 [==============================] - 0s 20us/step - loss: 7576.5176 - mean_absolute_error: 62.1698 - val_loss: 12431.6444 - val_mean_absolute_error: 78.4359 Epoch 307/5000 148/148 [==============================] - 0s 20us/step - loss: 7574.6514 - mean_absolute_error: 62.1622 - val_loss: 12429.1140 - val_mean_absolute_error: 78.4251 Epoch 308/5000 148/148 [==============================] - 0s 27us/step - loss: 7572.7891 - mean_absolute_error: 62.1546 - val_loss: 12426.5855 - val_mean_absolute_error: 78.4143 Epoch 309/5000 148/148 [==============================] - 0s 27us/step - loss: 7570.9238 - mean_absolute_error: 62.1470 - val_loss: 12424.0639 - val_mean_absolute_error: 78.4036 Epoch 310/5000 148/148 [==============================] - 0s 27us/step - loss: 7569.0693 - mean_absolute_error: 62.1394 - val_loss: 12421.5470 - val_mean_absolute_error: 78.3928 Epoch 311/5000 148/148 [==============================] - 0s 27us/step - loss: 7567.2144 - mean_absolute_error: 62.1318 - val_loss: 12419.0327 - val_mean_absolute_error: 78.3821 Epoch 312/5000 148/148 [==============================] - 0s 20us/step - loss: 7565.3589 - mean_absolute_error: 62.1242 - val_loss: 12416.5191 - val_mean_absolute_error: 78.3713 Epoch 313/5000 148/148 [==============================] - 0s 20us/step - loss: 7563.5068 - mean_absolute_error: 62.1166 - val_loss: 12414.0094 - val_mean_absolute_error: 78.3605 Epoch 314/5000 148/148 [==============================] - 0s 34us/step - loss: 7561.6548 - mean_absolute_error: 62.1090 - val_loss: 12411.5054 - val_mean_absolute_error: 78.3497 Epoch 315/5000 148/148 [==============================] - 0s 27us/step - loss: 7559.8057 - mean_absolute_error: 62.1014 - val_loss: 12409.0080 - val_mean_absolute_error: 78.3389 Epoch 316/5000 148/148 [==============================] - 0s 34us/step - loss: 7557.9546 - mean_absolute_error: 62.0937 - val_loss: 12406.5137 - val_mean_absolute_error: 78.3281 Epoch 317/5000 148/148 [==============================] - 0s 27us/step - loss: 7556.1040 - mean_absolute_error: 62.0861 - val_loss: 12404.0237 - val_mean_absolute_error: 78.3174 Epoch 318/5000 148/148 [==============================] - 0s 27us/step - loss: 7554.2549 - mean_absolute_error: 62.0785 - val_loss: 12401.5299 - val_mean_absolute_error: 78.3066 Epoch 319/5000 148/148 [==============================] - 0s 20us/step - loss: 7552.4087 - mean_absolute_error: 62.0709 - val_loss: 12399.0355 - val_mean_absolute_error: 78.2958 Epoch 320/5000 148/148 [==============================] - 0s 34us/step - loss: 7550.5601 - mean_absolute_error: 62.0633 - val_loss: 12396.5457 - val_mean_absolute_error: 78.2851 Epoch 321/5000 148/148 [==============================] - 0s 27us/step - loss: 7548.7129 - mean_absolute_error: 62.0558 - val_loss: 12394.0544 - val_mean_absolute_error: 78.2743 Epoch 322/5000 148/148 [==============================] - 0s 27us/step - loss: 7546.8667 - mean_absolute_error: 62.0482 - val_loss: 12391.5669 - val_mean_absolute_error: 78.2636 Epoch 323/5000 148/148 [==============================] - 0s 27us/step - loss: 7545.0210 - mean_absolute_error: 62.0407 - val_loss: 12389.0860 - val_mean_absolute_error: 78.2528 Epoch 324/5000 148/148 [==============================] - 0s 27us/step - loss: 7543.1772 - mean_absolute_error: 62.0332 - val_loss: 12386.6103 - val_mean_absolute_error: 78.2420 Epoch 325/5000 148/148 [==============================] - 0s 27us/step - loss: 7541.3330 - mean_absolute_error: 62.0256 - val_loss: 12384.1441 - val_mean_absolute_error: 78.2313 Epoch 326/5000 148/148 [==============================] - 0s 34us/step - loss: 7539.4873 - mean_absolute_error: 62.0181 - val_loss: 12381.6839 - val_mean_absolute_error: 78.2206 Epoch 327/5000 148/148 [==============================] - 0s 27us/step - loss: 7537.6421 - mean_absolute_error: 62.0105 - val_loss: 12379.2140 - val_mean_absolute_error: 78.2099 Epoch 328/5000 148/148 [==============================] - 0s 20us/step - loss: 7535.8008 - mean_absolute_error: 62.0030 - val_loss: 12376.7526 - val_mean_absolute_error: 78.1992 Epoch 329/5000 148/148 [==============================] - 0s 27us/step - loss: 7533.9580 - mean_absolute_error: 61.9955 - val_loss: 12374.3072 - val_mean_absolute_error: 78.1885 Epoch 330/5000 148/148 [==============================] - 0s 20us/step - loss: 7532.1147 - mean_absolute_error: 61.9879 - val_loss: 12371.8643 - val_mean_absolute_error: 78.1778 Epoch 331/5000 148/148 [==============================] - 0s 27us/step - loss: 7530.2720 - mean_absolute_error: 61.9804 - val_loss: 12369.4301 - val_mean_absolute_error: 78.1671 Epoch 332/5000 148/148 [==============================] - 0s 27us/step - loss: 7528.4297 - mean_absolute_error: 61.9727 - val_loss: 12367.0028 - val_mean_absolute_error: 78.1564 Epoch 333/5000 148/148 [==============================] - 0s 34us/step - loss: 7526.5879 - mean_absolute_error: 61.9651 - val_loss: 12364.5670 - val_mean_absolute_error: 78.1457 Epoch 334/5000 148/148 [==============================] - 0s 27us/step - loss: 7524.7456 - mean_absolute_error: 61.9575 - val_loss: 12362.1210 - val_mean_absolute_error: 78.1351 Epoch 335/5000 148/148 [==============================] - 0s 27us/step - loss: 7522.9019 - mean_absolute_error: 61.9500 - val_loss: 12359.6694 - val_mean_absolute_error: 78.1244 Epoch 336/5000 148/148 [==============================] - 0s 27us/step - loss: 7521.0649 - mean_absolute_error: 61.9425 - val_loss: 12357.2267 - val_mean_absolute_error: 78.1137 Epoch 337/5000 148/148 [==============================] - 0s 27us/step - loss: 7519.2266 - mean_absolute_error: 61.9349 - val_loss: 12354.7947 - val_mean_absolute_error: 78.1030 Epoch 338/5000 148/148 [==============================] - 0s 27us/step - loss: 7517.3818 - mean_absolute_error: 61.9272 - val_loss: 12352.3704 - val_mean_absolute_error: 78.0923 Epoch 339/5000 148/148 [==============================] - 0s 27us/step - loss: 7515.5405 - mean_absolute_error: 61.9195 - val_loss: 12349.9491 - val_mean_absolute_error: 78.0816 Epoch 340/5000 148/148 [==============================] - 0s 20us/step - loss: 7513.7002 - mean_absolute_error: 61.9119 - val_loss: 12347.5276 - val_mean_absolute_error: 78.0709 Epoch 341/5000 148/148 [==============================] - 0s 27us/step - loss: 7511.8613 - mean_absolute_error: 61.9043 - val_loss: 12345.0988 - val_mean_absolute_error: 78.0603 Epoch 342/5000 148/148 [==============================] - 0s 20us/step - loss: 7510.0210 - mean_absolute_error: 61.8966 - val_loss: 12342.6741 - val_mean_absolute_error: 78.0496 Epoch 343/5000 148/148 [==============================] - 0s 27us/step - loss: 7508.1797 - mean_absolute_error: 61.8889 - val_loss: 12340.2433 - val_mean_absolute_error: 78.0390 Epoch 344/5000 148/148 [==============================] - 0s 27us/step - loss: 7506.3403 - mean_absolute_error: 61.8813 - val_loss: 12337.8150 - val_mean_absolute_error: 78.0283 Epoch 345/5000 148/148 [==============================] - 0s 27us/step - loss: 7504.5024 - mean_absolute_error: 61.8736 - val_loss: 12335.3876 - val_mean_absolute_error: 78.0176 Epoch 346/5000 148/148 [==============================] - 0s 27us/step - loss: 7502.6621 - mean_absolute_error: 61.8660 - val_loss: 12332.9627 - val_mean_absolute_error: 78.0069 Epoch 347/5000 148/148 [==============================] - 0s 27us/step - loss: 7500.8218 - mean_absolute_error: 61.8583 - val_loss: 12330.5390 - val_mean_absolute_error: 77.9963 Epoch 348/5000 148/148 [==============================] - 0s 27us/step - loss: 7498.9863 - mean_absolute_error: 61.8507 - val_loss: 12328.1173 - val_mean_absolute_error: 77.9856 Epoch 349/5000 148/148 [==============================] - 0s 34us/step - loss: 7497.1479 - mean_absolute_error: 61.8431 - val_loss: 12325.7050 - val_mean_absolute_error: 77.9749 Epoch 350/5000 148/148 [==============================] - 0s 34us/step - loss: 7495.3076 - mean_absolute_error: 61.8353 - val_loss: 12323.3003 - val_mean_absolute_error: 77.9643 Epoch 351/5000 148/148 [==============================] - 0s 27us/step - loss: 7493.4688 - mean_absolute_error: 61.8276 - val_loss: 12320.9008 - val_mean_absolute_error: 77.9536 Epoch 352/5000 148/148 [==============================] - 0s 27us/step - loss: 7491.6333 - mean_absolute_error: 61.8198 - val_loss: 12318.5002 - val_mean_absolute_error: 77.9430 Epoch 353/5000 148/148 [==============================] - 0s 27us/step - loss: 7489.7974 - mean_absolute_error: 61.8121 - val_loss: 12316.0966 - val_mean_absolute_error: 77.9323 Epoch 354/5000 148/148 [==============================] - 0s 20us/step - loss: 7487.9585 - mean_absolute_error: 61.8044 - val_loss: 12313.6859 - val_mean_absolute_error: 77.9216 Epoch 355/5000 148/148 [==============================] - 0s 20us/step - loss: 7486.1201 - mean_absolute_error: 61.7967 - val_loss: 12311.2661 - val_mean_absolute_error: 77.9110 Epoch 356/5000 148/148 [==============================] - 0s 27us/step - loss: 7484.2822 - mean_absolute_error: 61.7890 - val_loss: 12308.8505 - val_mean_absolute_error: 77.9003 Epoch 357/5000 148/148 [==============================] - 0s 20us/step - loss: 7482.4482 - mean_absolute_error: 61.7814 - val_loss: 12306.4391 - val_mean_absolute_error: 77.8896 Epoch 358/5000 148/148 [==============================] - 0s 27us/step - loss: 7480.6108 - mean_absolute_error: 61.7737 - val_loss: 12304.0310 - val_mean_absolute_error: 77.8790 Epoch 359/5000 148/148 [==============================] - 0s 27us/step - loss: 7478.7705 - mean_absolute_error: 61.7660 - val_loss: 12301.6272 - val_mean_absolute_error: 77.8684 Epoch 360/5000 148/148 [==============================] - 0s 34us/step - loss: 7476.9351 - mean_absolute_error: 61.7582 - val_loss: 12299.2306 - val_mean_absolute_error: 77.8578 Epoch 361/5000 148/148 [==============================] - 0s 27us/step - loss: 7475.1030 - mean_absolute_error: 61.7504 - val_loss: 12296.8343 - val_mean_absolute_error: 77.8471 Epoch 362/5000 148/148 [==============================] - 0s 27us/step - loss: 7473.2676 - mean_absolute_error: 61.7427 - val_loss: 12294.4380 - val_mean_absolute_error: 77.8365 Epoch 363/5000 148/148 [==============================] - 0s 27us/step - loss: 7471.4316 - mean_absolute_error: 61.7350 - val_loss: 12292.0353 - val_mean_absolute_error: 77.8258 Epoch 364/5000 148/148 [==============================] - 0s 27us/step - loss: 7469.5952 - mean_absolute_error: 61.7272 - val_loss: 12289.6325 - val_mean_absolute_error: 77.8152 Epoch 365/5000 148/148 [==============================] - 0s 27us/step - loss: 7467.7578 - mean_absolute_error: 61.7195 - val_loss: 12287.2308 - val_mean_absolute_error: 77.8045 Epoch 366/5000 148/148 [==============================] - 0s 27us/step - loss: 7465.9248 - mean_absolute_error: 61.7118 - val_loss: 12284.8320 - val_mean_absolute_error: 77.7939 Epoch 367/5000 148/148 [==============================] - 0s 27us/step - loss: 7464.0913 - mean_absolute_error: 61.7040 - val_loss: 12282.4356 - val_mean_absolute_error: 77.7832 Epoch 368/5000 148/148 [==============================] - 0s 34us/step - loss: 7462.2568 - mean_absolute_error: 61.6962 - val_loss: 12280.0392 - val_mean_absolute_error: 77.7725 Epoch 369/5000 148/148 [==============================] - 0s 27us/step - loss: 7460.4224 - mean_absolute_error: 61.6884 - val_loss: 12277.6422 - val_mean_absolute_error: 77.7619 Epoch 370/5000 148/148 [==============================] - 0s 27us/step - loss: 7458.5889 - mean_absolute_error: 61.6807 - val_loss: 12275.2460 - val_mean_absolute_error: 77.7512 Epoch 371/5000 148/148 [==============================] - 0s 34us/step - loss: 7456.7524 - mean_absolute_error: 61.6729 - val_loss: 12272.8449 - val_mean_absolute_error: 77.7406 Epoch 372/5000 148/148 [==============================] - 0s 34us/step - loss: 7454.9199 - mean_absolute_error: 61.6651 - val_loss: 12270.4552 - val_mean_absolute_error: 77.7299 Epoch 373/5000 148/148 [==============================] - 0s 34us/step - loss: 7453.0879 - mean_absolute_error: 61.6574 - val_loss: 12268.0737 - val_mean_absolute_error: 77.7193 Epoch 374/5000 148/148 [==============================] - 0s 27us/step - loss: 7451.2568 - mean_absolute_error: 61.6496 - val_loss: 12265.7034 - val_mean_absolute_error: 77.7086 Epoch 375/5000 148/148 [==============================] - 0s 27us/step - loss: 7449.4233 - mean_absolute_error: 61.6418 - val_loss: 12263.3347 - val_mean_absolute_error: 77.6980 Epoch 376/5000 148/148 [==============================] - 0s 20us/step - loss: 7447.5923 - mean_absolute_error: 61.6340 - val_loss: 12260.9555 - val_mean_absolute_error: 77.6874 Epoch 377/5000 148/148 [==============================] - 0s 27us/step - loss: 7445.7627 - mean_absolute_error: 61.6262 - val_loss: 12258.5732 - val_mean_absolute_error: 77.6768 Epoch 378/5000 148/148 [==============================] - 0s 27us/step - loss: 7443.9326 - mean_absolute_error: 61.6184 - val_loss: 12256.1896 - val_mean_absolute_error: 77.6662 Epoch 379/5000 148/148 [==============================] - 0s 20us/step - loss: 7442.1055 - mean_absolute_error: 61.6106 - val_loss: 12253.8133 - val_mean_absolute_error: 77.6555 Epoch 380/5000 148/148 [==============================] - 0s 27us/step - loss: 7440.2754 - mean_absolute_error: 61.6029 - val_loss: 12251.4438 - val_mean_absolute_error: 77.6449 Epoch 381/5000 148/148 [==============================] - 0s 27us/step - loss: 7438.4468 - mean_absolute_error: 61.5951 - val_loss: 12249.0775 - val_mean_absolute_error: 77.6343 Epoch 382/5000 148/148 [==============================] - 0s 27us/step - loss: 7436.6167 - mean_absolute_error: 61.5873 - val_loss: 12246.7051 - val_mean_absolute_error: 77.6237 Epoch 383/5000 148/148 [==============================] - 0s 27us/step - loss: 7434.7915 - mean_absolute_error: 61.5796 - val_loss: 12244.3372 - val_mean_absolute_error: 77.6131 Epoch 384/5000 148/148 [==============================] - 0s 27us/step - loss: 7432.9653 - mean_absolute_error: 61.5718 - val_loss: 12241.9710 - val_mean_absolute_error: 77.6025 Epoch 385/5000 148/148 [==============================] - 0s 27us/step - loss: 7431.1357 - mean_absolute_error: 61.5640 - val_loss: 12239.6104 - val_mean_absolute_error: 77.5919 Epoch 386/5000 148/148 [==============================] - 0s 20us/step - loss: 7429.3076 - mean_absolute_error: 61.5562 - val_loss: 12237.2562 - val_mean_absolute_error: 77.5814 Epoch 387/5000 148/148 [==============================] - 0s 34us/step - loss: 7427.4829 - mean_absolute_error: 61.5483 - val_loss: 12234.9012 - val_mean_absolute_error: 77.5708 Epoch 388/5000 148/148 [==============================] - 0s 34us/step - loss: 7425.6562 - mean_absolute_error: 61.5405 - val_loss: 12232.5447 - val_mean_absolute_error: 77.5602 Epoch 389/5000 148/148 [==============================] - 0s 27us/step - loss: 7423.8301 - mean_absolute_error: 61.5327 - val_loss: 12230.1819 - val_mean_absolute_error: 77.5496 Epoch 390/5000 148/148 [==============================] - 0s 27us/step - loss: 7422.0049 - mean_absolute_error: 61.5251 - val_loss: 12227.8161 - val_mean_absolute_error: 77.5391 Epoch 391/5000 148/148 [==============================] - 0s 27us/step - loss: 7420.1797 - mean_absolute_error: 61.5176 - val_loss: 12225.4527 - val_mean_absolute_error: 77.5285 Epoch 392/5000 148/148 [==============================] - 0s 27us/step - loss: 7418.3530 - mean_absolute_error: 61.5101 - val_loss: 12223.0898 - val_mean_absolute_error: 77.5179 Epoch 393/5000 148/148 [==============================] - 0s 27us/step - loss: 7416.5269 - mean_absolute_error: 61.5026 - val_loss: 12220.7354 - val_mean_absolute_error: 77.5074 Epoch 394/5000 148/148 [==============================] - 0s 27us/step - loss: 7414.7036 - mean_absolute_error: 61.4951 - val_loss: 12218.3759 - val_mean_absolute_error: 77.4968 Epoch 395/5000 148/148 [==============================] - 0s 27us/step - loss: 7412.8809 - mean_absolute_error: 61.4875 - val_loss: 12216.0143 - val_mean_absolute_error: 77.4862 Epoch 396/5000 148/148 [==============================] - 0s 27us/step - loss: 7411.0547 - mean_absolute_error: 61.4800 - val_loss: 12213.6531 - val_mean_absolute_error: 77.4756 Epoch 397/5000 148/148 [==============================] - 0s 20us/step - loss: 7409.2305 - mean_absolute_error: 61.4725 - val_loss: 12211.2798 - val_mean_absolute_error: 77.4650 Epoch 398/5000 148/148 [==============================] - 0s 41us/step - loss: 7407.4087 - mean_absolute_error: 61.4649 - val_loss: 12208.9035 - val_mean_absolute_error: 77.4544 Epoch 399/5000 148/148 [==============================] - 0s 20us/step - loss: 7405.5835 - mean_absolute_error: 61.4574 - val_loss: 12206.5263 - val_mean_absolute_error: 77.4438 Epoch 400/5000 148/148 [==============================] - 0s 34us/step - loss: 7403.7637 - mean_absolute_error: 61.4498 - val_loss: 12204.1583 - val_mean_absolute_error: 77.4332 Epoch 401/5000 148/148 [==============================] - 0s 27us/step - loss: 7401.9419 - mean_absolute_error: 61.4422 - val_loss: 12201.7990 - val_mean_absolute_error: 77.4226 Epoch 402/5000 148/148 [==============================] - 0s 27us/step - loss: 7400.1182 - mean_absolute_error: 61.4346 - val_loss: 12199.4470 - val_mean_absolute_error: 77.4120 Epoch 403/5000 148/148 [==============================] - 0s 20us/step - loss: 7398.2954 - mean_absolute_error: 61.4270 - val_loss: 12197.0936 - val_mean_absolute_error: 77.4015 Epoch 404/5000 148/148 [==============================] - 0s 34us/step - loss: 7396.4746 - mean_absolute_error: 61.4194 - val_loss: 12194.7306 - val_mean_absolute_error: 77.3909 Epoch 405/5000 148/148 [==============================] - 0s 27us/step - loss: 7394.6519 - mean_absolute_error: 61.4119 - val_loss: 12192.3592 - val_mean_absolute_error: 77.3802 Epoch 406/5000 148/148 [==============================] - 0s 20us/step - loss: 7392.8311 - mean_absolute_error: 61.4044 - val_loss: 12189.9858 - val_mean_absolute_error: 77.3696 Epoch 407/5000 148/148 [==============================] - 0s 27us/step - loss: 7391.0142 - mean_absolute_error: 61.3969 - val_loss: 12187.6155 - val_mean_absolute_error: 77.3590 Epoch 408/5000 148/148 [==============================] - 0s 27us/step - loss: 7389.1934 - mean_absolute_error: 61.3894 - val_loss: 12185.2484 - val_mean_absolute_error: 77.3484 Epoch 409/5000 148/148 [==============================] - 0s 27us/step - loss: 7387.3833 - mean_absolute_error: 61.3819 - val_loss: 12182.8951 - val_mean_absolute_error: 77.3379 Epoch 410/5000 148/148 [==============================] - 0s 27us/step - loss: 7385.5752 - mean_absolute_error: 61.3750 - val_loss: 12180.5492 - val_mean_absolute_error: 77.3273 Epoch 411/5000 148/148 [==============================] - 0s 27us/step - loss: 7383.7705 - mean_absolute_error: 61.3682 - val_loss: 12178.2002 - val_mean_absolute_error: 77.3168 Epoch 412/5000 148/148 [==============================] - 0s 27us/step - loss: 7381.9644 - mean_absolute_error: 61.3613 - val_loss: 12175.8515 - val_mean_absolute_error: 77.3062 Epoch 413/5000 148/148 [==============================] - 0s 20us/step - loss: 7380.1572 - mean_absolute_error: 61.3544 - val_loss: 12173.5114 - val_mean_absolute_error: 77.2957 Epoch 414/5000 148/148 [==============================] - 0s 20us/step - loss: 7378.3516 - mean_absolute_error: 61.3475 - val_loss: 12171.1684 - val_mean_absolute_error: 77.2852 Epoch 415/5000 148/148 [==============================] - 0s 27us/step - loss: 7376.5288 - mean_absolute_error: 61.3406 - val_loss: 12168.8223 - val_mean_absolute_error: 77.2746 Epoch 416/5000 148/148 [==============================] - 0s 27us/step - loss: 7374.7036 - mean_absolute_error: 61.3337 - val_loss: 12166.4587 - val_mean_absolute_error: 77.2640 Epoch 417/5000 148/148 [==============================] - 0s 27us/step - loss: 7372.8774 - mean_absolute_error: 61.3268 - val_loss: 12164.0855 - val_mean_absolute_error: 77.2534 Epoch 418/5000 148/148 [==============================] - 0s 27us/step - loss: 7371.0488 - mean_absolute_error: 61.3199 - val_loss: 12161.7217 - val_mean_absolute_error: 77.2428 Epoch 419/5000 148/148 [==============================] - 0s 27us/step - loss: 7369.2202 - mean_absolute_error: 61.3130 - val_loss: 12159.3633 - val_mean_absolute_error: 77.2322 Epoch 420/5000 148/148 [==============================] - 0s 20us/step - loss: 7367.3901 - mean_absolute_error: 61.3060 - val_loss: 12157.0094 - val_mean_absolute_error: 77.2216 Epoch 421/5000 148/148 [==============================] - 0s 27us/step - loss: 7365.5557 - mean_absolute_error: 61.2990 - val_loss: 12154.6614 - val_mean_absolute_error: 77.2110 Epoch 422/5000 148/148 [==============================] - 0s 27us/step - loss: 7363.7202 - mean_absolute_error: 61.2920 - val_loss: 12152.2965 - val_mean_absolute_error: 77.2003 Epoch 423/5000 148/148 [==============================] - 0s 34us/step - loss: 7361.8867 - mean_absolute_error: 61.2850 - val_loss: 12149.9121 - val_mean_absolute_error: 77.1896 Epoch 424/5000 148/148 [==============================] - 0s 27us/step - loss: 7360.0518 - mean_absolute_error: 61.2780 - val_loss: 12147.5269 - val_mean_absolute_error: 77.1789 Epoch 425/5000 148/148 [==============================] - 0s 27us/step - loss: 7358.2163 - mean_absolute_error: 61.2711 - val_loss: 12145.1454 - val_mean_absolute_error: 77.1682 Epoch 426/5000 148/148 [==============================] - 0s 34us/step - loss: 7356.3794 - mean_absolute_error: 61.2641 - val_loss: 12142.7775 - val_mean_absolute_error: 77.1575 Epoch 427/5000 148/148 [==============================] - 0s 27us/step - loss: 7354.5430 - mean_absolute_error: 61.2571 - val_loss: 12140.4139 - val_mean_absolute_error: 77.1468 Epoch 428/5000 148/148 [==============================] - 0s 27us/step - loss: 7352.7080 - mean_absolute_error: 61.2500 - val_loss: 12138.0477 - val_mean_absolute_error: 77.1361 Epoch 429/5000 148/148 [==============================] - 0s 27us/step - loss: 7350.8701 - mean_absolute_error: 61.2430 - val_loss: 12135.6761 - val_mean_absolute_error: 77.1254 Epoch 430/5000 148/148 [==============================] - 0s 34us/step - loss: 7349.0312 - mean_absolute_error: 61.2360 - val_loss: 12133.3090 - val_mean_absolute_error: 77.1147 Epoch 431/5000 148/148 [==============================] - 0s 27us/step - loss: 7347.1953 - mean_absolute_error: 61.2289 - val_loss: 12130.9425 - val_mean_absolute_error: 77.1040 Epoch 432/5000 148/148 [==============================] - 0s 20us/step - loss: 7345.3574 - mean_absolute_error: 61.2219 - val_loss: 12128.5830 - val_mean_absolute_error: 77.0933 Epoch 433/5000 148/148 [==============================] - 0s 34us/step - loss: 7343.5195 - mean_absolute_error: 61.2148 - val_loss: 12126.2143 - val_mean_absolute_error: 77.0826 Epoch 434/5000 148/148 [==============================] - 0s 27us/step - loss: 7341.6841 - mean_absolute_error: 61.2077 - val_loss: 12123.8428 - val_mean_absolute_error: 77.0719 Epoch 435/5000 148/148 [==============================] - 0s 27us/step - loss: 7339.8452 - mean_absolute_error: 61.2007 - val_loss: 12121.4704 - val_mean_absolute_error: 77.0612 Epoch 436/5000 148/148 [==============================] - 0s 20us/step - loss: 7338.0078 - mean_absolute_error: 61.1937 - val_loss: 12119.0927 - val_mean_absolute_error: 77.0504 Epoch 437/5000 148/148 [==============================] - 0s 34us/step - loss: 7336.1699 - mean_absolute_error: 61.1866 - val_loss: 12116.7124 - val_mean_absolute_error: 77.0397 Epoch 438/5000 148/148 [==============================] - 0s 27us/step - loss: 7334.3345 - mean_absolute_error: 61.1797 - val_loss: 12114.3439 - val_mean_absolute_error: 77.0290 Epoch 439/5000 148/148 [==============================] - 0s 27us/step - loss: 7332.4976 - mean_absolute_error: 61.1726 - val_loss: 12111.9862 - val_mean_absolute_error: 77.0183 Epoch 440/5000 148/148 [==============================] - 0s 27us/step - loss: 7330.6577 - mean_absolute_error: 61.1655 - val_loss: 12109.6383 - val_mean_absolute_error: 77.0076 Epoch 441/5000 148/148 [==============================] - 0s 27us/step - loss: 7328.8208 - mean_absolute_error: 61.1583 - val_loss: 12107.2887 - val_mean_absolute_error: 76.9969 Epoch 442/5000 148/148 [==============================] - 0s 27us/step - loss: 7326.9873 - mean_absolute_error: 61.1512 - val_loss: 12104.9363 - val_mean_absolute_error: 76.9862 Epoch 443/5000 148/148 [==============================] - 0s 27us/step - loss: 7325.1514 - mean_absolute_error: 61.1441 - val_loss: 12102.5744 - val_mean_absolute_error: 76.9754 Epoch 444/5000 148/148 [==============================] - 0s 27us/step - loss: 7323.3135 - mean_absolute_error: 61.1370 - val_loss: 12100.2083 - val_mean_absolute_error: 76.9647 Epoch 445/5000 148/148 [==============================] - 0s 20us/step - loss: 7321.4780 - mean_absolute_error: 61.1300 - val_loss: 12097.8462 - val_mean_absolute_error: 76.9540 Epoch 446/5000 148/148 [==============================] - 0s 34us/step - loss: 7319.6445 - mean_absolute_error: 61.1230 - val_loss: 12095.4827 - val_mean_absolute_error: 76.9433 Epoch 447/5000 148/148 [==============================] - 0s 27us/step - loss: 7317.8140 - mean_absolute_error: 61.1160 - val_loss: 12093.1245 - val_mean_absolute_error: 76.9326 Epoch 448/5000 148/148 [==============================] - 0s 27us/step - loss: 7315.9780 - mean_absolute_error: 61.1089 - val_loss: 12090.7637 - val_mean_absolute_error: 76.9218 Epoch 449/5000 148/148 [==============================] - 0s 34us/step - loss: 7314.1455 - mean_absolute_error: 61.1018 - val_loss: 12088.4089 - val_mean_absolute_error: 76.9111 Epoch 450/5000 148/148 [==============================] - 0s 20us/step - loss: 7312.3110 - mean_absolute_error: 61.0947 - val_loss: 12086.0586 - val_mean_absolute_error: 76.9003 Epoch 451/5000 148/148 [==============================] - 0s 27us/step - loss: 7310.4790 - mean_absolute_error: 61.0876 - val_loss: 12083.7152 - val_mean_absolute_error: 76.8896 Epoch 452/5000 148/148 [==============================] - 0s 27us/step - loss: 7308.6460 - mean_absolute_error: 61.0804 - val_loss: 12081.3691 - val_mean_absolute_error: 76.8788 Epoch 453/5000 148/148 [==============================] - 0s 27us/step - loss: 7306.8115 - mean_absolute_error: 61.0733 - val_loss: 12079.0268 - val_mean_absolute_error: 76.8681 Epoch 454/5000 148/148 [==============================] - 0s 27us/step - loss: 7304.9795 - mean_absolute_error: 61.0662 - val_loss: 12076.6812 - val_mean_absolute_error: 76.8574 Epoch 455/5000 148/148 [==============================] - 0s 34us/step - loss: 7303.1514 - mean_absolute_error: 61.0592 - val_loss: 12074.3361 - val_mean_absolute_error: 76.8468 Epoch 456/5000 148/148 [==============================] - 0s 27us/step - loss: 7301.3203 - mean_absolute_error: 61.0520 - val_loss: 12071.9860 - val_mean_absolute_error: 76.8362 Epoch 457/5000 148/148 [==============================] - 0s 27us/step - loss: 7299.4873 - mean_absolute_error: 61.0449 - val_loss: 12069.6389 - val_mean_absolute_error: 76.8256 Epoch 458/5000 148/148 [==============================] - 0s 20us/step - loss: 7297.6587 - mean_absolute_error: 61.0378 - val_loss: 12067.2979 - val_mean_absolute_error: 76.8150 Epoch 459/5000 148/148 [==============================] - 0s 27us/step - loss: 7295.8267 - mean_absolute_error: 61.0307 - val_loss: 12064.9636 - val_mean_absolute_error: 76.8044 Epoch 460/5000 148/148 [==============================] - 0s 27us/step - loss: 7294.0000 - mean_absolute_error: 61.0236 - val_loss: 12062.6291 - val_mean_absolute_error: 76.7938 Epoch 461/5000 148/148 [==============================] - 0s 34us/step - loss: 7292.1704 - mean_absolute_error: 61.0164 - val_loss: 12060.2952 - val_mean_absolute_error: 76.7832 Epoch 462/5000 148/148 [==============================] - 0s 20us/step - loss: 7290.3413 - mean_absolute_error: 61.0092 - val_loss: 12057.9595 - val_mean_absolute_error: 76.7726 Epoch 463/5000 148/148 [==============================] - 0s 27us/step - loss: 7288.5142 - mean_absolute_error: 61.0021 - val_loss: 12055.6182 - val_mean_absolute_error: 76.7620 Epoch 464/5000 148/148 [==============================] - 0s 27us/step - loss: 7286.6875 - mean_absolute_error: 60.9950 - val_loss: 12053.2818 - val_mean_absolute_error: 76.7514 Epoch 465/5000 148/148 [==============================] - 0s 20us/step - loss: 7284.8574 - mean_absolute_error: 60.9878 - val_loss: 12050.9484 - val_mean_absolute_error: 76.7408 Epoch 466/5000 148/148 [==============================] - 0s 34us/step - loss: 7283.0303 - mean_absolute_error: 60.9807 - val_loss: 12048.6200 - val_mean_absolute_error: 76.7302 Epoch 467/5000 148/148 [==============================] - 0s 27us/step - loss: 7281.2080 - mean_absolute_error: 60.9736 - val_loss: 12046.2835 - val_mean_absolute_error: 76.7196 Epoch 468/5000 148/148 [==============================] - 0s 27us/step - loss: 7279.3828 - mean_absolute_error: 60.9665 - val_loss: 12043.9622 - val_mean_absolute_error: 76.7091 Epoch 469/5000 148/148 [==============================] - 0s 20us/step - loss: 7277.5547 - mean_absolute_error: 60.9594 - val_loss: 12041.6548 - val_mean_absolute_error: 76.6986 Epoch 470/5000 148/148 [==============================] - 0s 27us/step - loss: 7275.7295 - mean_absolute_error: 60.9522 - val_loss: 12039.3550 - val_mean_absolute_error: 76.6881 Epoch 471/5000 148/148 [==============================] - 0s 54us/step - loss: 7273.9072 - mean_absolute_error: 60.9450 - val_loss: 12037.0593 - val_mean_absolute_error: 76.6775 Epoch 472/5000 148/148 [==============================] - 0s 54us/step - loss: 7272.0801 - mean_absolute_error: 60.9378 - val_loss: 12034.7572 - val_mean_absolute_error: 76.6669 Epoch 473/5000 148/148 [==============================] - 0s 34us/step - loss: 7270.2559 - mean_absolute_error: 60.9306 - val_loss: 12032.4393 - val_mean_absolute_error: 76.6563 Epoch 474/5000 148/148 [==============================] - 0s 27us/step - loss: 7268.4297 - mean_absolute_error: 60.9235 - val_loss: 12030.1223 - val_mean_absolute_error: 76.6457 Epoch 475/5000 148/148 [==============================] - 0s 27us/step - loss: 7266.6055 - mean_absolute_error: 60.9164 - val_loss: 12027.8048 - val_mean_absolute_error: 76.6351 Epoch 476/5000 148/148 [==============================] - 0s 27us/step - loss: 7264.7861 - mean_absolute_error: 60.9093 - val_loss: 12025.4931 - val_mean_absolute_error: 76.6245 Epoch 477/5000 148/148 [==============================] - 0s 27us/step - loss: 7262.9639 - mean_absolute_error: 60.9021 - val_loss: 12023.1973 - val_mean_absolute_error: 76.6139 Epoch 478/5000 148/148 [==============================] - 0s 34us/step - loss: 7261.1387 - mean_absolute_error: 60.8949 - val_loss: 12020.9004 - val_mean_absolute_error: 76.6033 Epoch 479/5000 148/148 [==============================] - 0s 20us/step - loss: 7259.3135 - mean_absolute_error: 60.8877 - val_loss: 12018.6040 - val_mean_absolute_error: 76.5928 Epoch 480/5000 148/148 [==============================] - 0s 27us/step - loss: 7257.4932 - mean_absolute_error: 60.8804 - val_loss: 12016.3112 - val_mean_absolute_error: 76.5822 Epoch 481/5000 148/148 [==============================] - 0s 27us/step - loss: 7255.6704 - mean_absolute_error: 60.8732 - val_loss: 12014.0227 - val_mean_absolute_error: 76.5716 Epoch 482/5000 148/148 [==============================] - 0s 27us/step - loss: 7253.8506 - mean_absolute_error: 60.8660 - val_loss: 12011.7321 - val_mean_absolute_error: 76.5611 Epoch 483/5000 148/148 [==============================] - 0s 27us/step - loss: 7252.0298 - mean_absolute_error: 60.8588 - val_loss: 12009.4438 - val_mean_absolute_error: 76.5505 Epoch 484/5000 148/148 [==============================] - 0s 20us/step - loss: 7250.2109 - mean_absolute_error: 60.8517 - val_loss: 12007.1501 - val_mean_absolute_error: 76.5399 Epoch 485/5000 148/148 [==============================] - 0s 34us/step - loss: 7248.3901 - mean_absolute_error: 60.8444 - val_loss: 12004.8492 - val_mean_absolute_error: 76.5294 Epoch 486/5000 148/148 [==============================] - 0s 27us/step - loss: 7246.5674 - mean_absolute_error: 60.8372 - val_loss: 12002.5458 - val_mean_absolute_error: 76.5188 Epoch 487/5000 148/148 [==============================] - 0s 27us/step - loss: 7244.7544 - mean_absolute_error: 60.8300 - val_loss: 12000.2499 - val_mean_absolute_error: 76.5083 Epoch 488/5000 148/148 [==============================] - 0s 20us/step - loss: 7242.9385 - mean_absolute_error: 60.8228 - val_loss: 11997.9615 - val_mean_absolute_error: 76.4978 Epoch 489/5000 148/148 [==============================] - 0s 27us/step - loss: 7241.1191 - mean_absolute_error: 60.8155 - val_loss: 11995.6862 - val_mean_absolute_error: 76.4872 Epoch 490/5000 148/148 [==============================] - 0s 27us/step - loss: 7239.2988 - mean_absolute_error: 60.8083 - val_loss: 11993.4057 - val_mean_absolute_error: 76.4767 Epoch 491/5000 148/148 [==============================] - 0s 27us/step - loss: 7237.4766 - mean_absolute_error: 60.8010 - val_loss: 11991.1327 - val_mean_absolute_error: 76.4662 Epoch 492/5000 148/148 [==============================] - 0s 34us/step - loss: 7235.6514 - mean_absolute_error: 60.7938 - val_loss: 11988.8539 - val_mean_absolute_error: 76.4556 Epoch 493/5000 148/148 [==============================] - 0s 20us/step - loss: 7233.8242 - mean_absolute_error: 60.7866 - val_loss: 11986.5737 - val_mean_absolute_error: 76.4450 Epoch 494/5000 148/148 [==============================] - 0s 34us/step - loss: 7232.0034 - mean_absolute_error: 60.7793 - val_loss: 11984.2822 - val_mean_absolute_error: 76.4344 Epoch 495/5000 148/148 [==============================] - 0s 27us/step - loss: 7230.1772 - mean_absolute_error: 60.7720 - val_loss: 11981.9875 - val_mean_absolute_error: 76.4237 Epoch 496/5000 148/148 [==============================] - 0s 27us/step - loss: 7228.3530 - mean_absolute_error: 60.7647 - val_loss: 11979.6733 - val_mean_absolute_error: 76.4131 Epoch 497/5000 148/148 [==============================] - 0s 27us/step - loss: 7226.5312 - mean_absolute_error: 60.7575 - val_loss: 11977.3583 - val_mean_absolute_error: 76.4024 Epoch 498/5000 148/148 [==============================] - 0s 20us/step - loss: 7224.7061 - mean_absolute_error: 60.7502 - val_loss: 11975.0556 - val_mean_absolute_error: 76.3916 Epoch 499/5000 148/148 [==============================] - 0s 34us/step - loss: 7222.8809 - mean_absolute_error: 60.7430 - val_loss: 11972.7595 - val_mean_absolute_error: 76.3810 Epoch 500/5000 148/148 [==============================] - 0s 27us/step - loss: 7221.0522 - mean_absolute_error: 60.7357 - val_loss: 11970.4710 - val_mean_absolute_error: 76.3703 Epoch 501/5000 148/148 [==============================] - 0s 27us/step - loss: 7219.2246 - mean_absolute_error: 60.7285 - val_loss: 11968.1798 - val_mean_absolute_error: 76.3596 Epoch 502/5000 148/148 [==============================] - 0s 27us/step - loss: 7217.4014 - mean_absolute_error: 60.7212 - val_loss: 11965.8804 - val_mean_absolute_error: 76.3488 Epoch 503/5000 148/148 [==============================] - 0s 20us/step - loss: 7215.5732 - mean_absolute_error: 60.7139 - val_loss: 11963.5696 - val_mean_absolute_error: 76.3381 Epoch 504/5000 148/148 [==============================] - 0s 20us/step - loss: 7213.7524 - mean_absolute_error: 60.7066 - val_loss: 11961.2569 - val_mean_absolute_error: 76.3274 Epoch 505/5000 148/148 [==============================] - 0s 34us/step - loss: 7211.9292 - mean_absolute_error: 60.6993 - val_loss: 11958.9441 - val_mean_absolute_error: 76.3166 Epoch 506/5000 148/148 [==============================] - 0s 27us/step - loss: 7210.1040 - mean_absolute_error: 60.6920 - val_loss: 11956.6425 - val_mean_absolute_error: 76.3058 Epoch 507/5000 148/148 [==============================] - 0s 27us/step - loss: 7208.2769 - mean_absolute_error: 60.6847 - val_loss: 11954.3463 - val_mean_absolute_error: 76.2951 Epoch 508/5000 148/148 [==============================] - 0s 34us/step - loss: 7206.4512 - mean_absolute_error: 60.6774 - val_loss: 11952.0473 - val_mean_absolute_error: 76.2844 Epoch 509/5000 148/148 [==============================] - 0s 27us/step - loss: 7204.6274 - mean_absolute_error: 60.6701 - val_loss: 11949.7457 - val_mean_absolute_error: 76.2736 Epoch 510/5000 148/148 [==============================] - 0s 27us/step - loss: 7202.8042 - mean_absolute_error: 60.6628 - val_loss: 11947.4486 - val_mean_absolute_error: 76.2629 Epoch 511/5000 148/148 [==============================] - 0s 27us/step - loss: 7200.9771 - mean_absolute_error: 60.6555 - val_loss: 11945.1595 - val_mean_absolute_error: 76.2521 Epoch 512/5000 148/148 [==============================] - 0s 34us/step - loss: 7199.1528 - mean_absolute_error: 60.6481 - val_loss: 11942.8776 - val_mean_absolute_error: 76.2414 Epoch 513/5000 148/148 [==============================] - 0s 27us/step - loss: 7197.3330 - mean_absolute_error: 60.6408 - val_loss: 11940.5872 - val_mean_absolute_error: 76.2306 Epoch 514/5000 148/148 [==============================] - 0s 27us/step - loss: 7195.5093 - mean_absolute_error: 60.6334 - val_loss: 11938.2925 - val_mean_absolute_error: 76.2199 Epoch 515/5000 148/148 [==============================] - 0s 27us/step - loss: 7193.6860 - mean_absolute_error: 60.6261 - val_loss: 11935.9884 - val_mean_absolute_error: 76.2091 Epoch 516/5000 148/148 [==============================] - 0s 27us/step - loss: 7191.8643 - mean_absolute_error: 60.6187 - val_loss: 11933.6862 - val_mean_absolute_error: 76.1984 Epoch 517/5000 148/148 [==============================] - 0s 27us/step - loss: 7190.0391 - mean_absolute_error: 60.6113 - val_loss: 11931.3864 - val_mean_absolute_error: 76.1876 Epoch 518/5000 148/148 [==============================] - 0s 34us/step - loss: 7188.2153 - mean_absolute_error: 60.6040 - val_loss: 11929.0972 - val_mean_absolute_error: 76.1768 Epoch 519/5000 148/148 [==============================] - 0s 27us/step - loss: 7186.3955 - mean_absolute_error: 60.5966 - val_loss: 11926.8134 - val_mean_absolute_error: 76.1660 Epoch 520/5000 148/148 [==============================] - 0s 27us/step - loss: 7184.5732 - mean_absolute_error: 60.5892 - val_loss: 11924.5350 - val_mean_absolute_error: 76.1553 Epoch 521/5000 148/148 [==============================] - 0s 34us/step - loss: 7182.7500 - mean_absolute_error: 60.5817 - val_loss: 11922.2439 - val_mean_absolute_error: 76.1445 Epoch 522/5000 148/148 [==============================] - 0s 20us/step - loss: 7180.9268 - mean_absolute_error: 60.5743 - val_loss: 11919.9432 - val_mean_absolute_error: 76.1338 Epoch 523/5000 148/148 [==============================] - 0s 34us/step - loss: 7179.1030 - mean_absolute_error: 60.5669 - val_loss: 11917.6519 - val_mean_absolute_error: 76.1231 Epoch 524/5000 148/148 [==============================] - 0s 27us/step - loss: 7177.2803 - mean_absolute_error: 60.5595 - val_loss: 11915.3670 - val_mean_absolute_error: 76.1123 Epoch 525/5000 148/148 [==============================] - 0s 27us/step - loss: 7175.4482 - mean_absolute_error: 60.5521 - val_loss: 11913.0791 - val_mean_absolute_error: 76.1015 Epoch 526/5000 148/148 [==============================] - 0s 27us/step - loss: 7173.6089 - mean_absolute_error: 60.5446 - val_loss: 11910.7939 - val_mean_absolute_error: 76.0907 Epoch 527/5000 148/148 [==============================] - 0s 27us/step - loss: 7171.7661 - mean_absolute_error: 60.5371 - val_loss: 11908.5008 - val_mean_absolute_error: 76.0798 Epoch 528/5000 148/148 [==============================] - 0s 27us/step - loss: 7169.9248 - mean_absolute_error: 60.5295 - val_loss: 11906.1969 - val_mean_absolute_error: 76.0690 Epoch 529/5000 148/148 [==============================] - 0s 20us/step - loss: 7168.0820 - mean_absolute_error: 60.5220 - val_loss: 11903.8886 - val_mean_absolute_error: 76.0582 Epoch 530/5000 148/148 [==============================] - 0s 34us/step - loss: 7166.2393 - mean_absolute_error: 60.5145 - val_loss: 11901.5879 - val_mean_absolute_error: 76.0473 Epoch 531/5000 148/148 [==============================] - 0s 27us/step - loss: 7164.3926 - mean_absolute_error: 60.5070 - val_loss: 11899.2933 - val_mean_absolute_error: 76.0364 Epoch 532/5000 148/148 [==============================] - 0s 27us/step - loss: 7162.5430 - mean_absolute_error: 60.4995 - val_loss: 11897.0057 - val_mean_absolute_error: 76.0255 Epoch 533/5000 148/148 [==============================] - 0s 34us/step - loss: 7160.6924 - mean_absolute_error: 60.4919 - val_loss: 11894.7133 - val_mean_absolute_error: 76.0146 Epoch 534/5000 148/148 [==============================] - 0s 20us/step - loss: 7158.8462 - mean_absolute_error: 60.4844 - val_loss: 11892.4077 - val_mean_absolute_error: 76.0036 Epoch 535/5000 148/148 [==============================] - 0s 27us/step - loss: 7156.9976 - mean_absolute_error: 60.4769 - val_loss: 11890.0848 - val_mean_absolute_error: 75.9927 Epoch 536/5000 148/148 [==============================] - 0s 20us/step - loss: 7155.1436 - mean_absolute_error: 60.4694 - val_loss: 11887.7610 - val_mean_absolute_error: 75.9817 Epoch 537/5000 148/148 [==============================] - 0s 41us/step - loss: 7153.2949 - mean_absolute_error: 60.4618 - val_loss: 11885.4508 - val_mean_absolute_error: 75.9708 Epoch 538/5000 148/148 [==============================] - 0s 20us/step - loss: 7151.4468 - mean_absolute_error: 60.4543 - val_loss: 11883.1516 - val_mean_absolute_error: 75.9599 Epoch 539/5000 148/148 [==============================] - 0s 27us/step - loss: 7149.5947 - mean_absolute_error: 60.4467 - val_loss: 11880.8585 - val_mean_absolute_error: 75.9489 Epoch 540/5000 148/148 [==============================] - 0s 34us/step - loss: 7147.7441 - mean_absolute_error: 60.4391 - val_loss: 11878.5623 - val_mean_absolute_error: 75.9380 Epoch 541/5000 148/148 [==============================] - 0s 27us/step - loss: 7145.8911 - mean_absolute_error: 60.4315 - val_loss: 11876.2577 - val_mean_absolute_error: 75.9270 Epoch 542/5000 148/148 [==============================] - 0s 34us/step - loss: 7144.0396 - mean_absolute_error: 60.4240 - val_loss: 11873.9500 - val_mean_absolute_error: 75.9160 Epoch 543/5000 148/148 [==============================] - 0s 27us/step - loss: 7142.1890 - mean_absolute_error: 60.4164 - val_loss: 11871.6542 - val_mean_absolute_error: 75.9051 Epoch 544/5000 148/148 [==============================] - 0s 27us/step - loss: 7140.3389 - mean_absolute_error: 60.4088 - val_loss: 11869.3575 - val_mean_absolute_error: 75.8941 Epoch 545/5000 148/148 [==============================] - 0s 20us/step - loss: 7138.4883 - mean_absolute_error: 60.4012 - val_loss: 11867.0592 - val_mean_absolute_error: 75.8832 Epoch 546/5000 148/148 [==============================] - 0s 27us/step - loss: 7136.6387 - mean_absolute_error: 60.3936 - val_loss: 11864.7551 - val_mean_absolute_error: 75.8722 Epoch 547/5000 148/148 [==============================] - 0s 34us/step - loss: 7134.7871 - mean_absolute_error: 60.3860 - val_loss: 11862.4514 - val_mean_absolute_error: 75.8612 Epoch 548/5000 148/148 [==============================] - 0s 27us/step - loss: 7132.9297 - mean_absolute_error: 60.3783 - val_loss: 11860.1477 - val_mean_absolute_error: 75.8503 Epoch 549/5000 148/148 [==============================] - 0s 27us/step - loss: 7131.0718 - mean_absolute_error: 60.3706 - val_loss: 11857.8558 - val_mean_absolute_error: 75.8393 Epoch 550/5000 148/148 [==============================] - 0s 20us/step - loss: 7129.2280 - mean_absolute_error: 60.3631 - val_loss: 11855.5730 - val_mean_absolute_error: 75.8284 Epoch 551/5000 148/148 [==============================] - 0s 27us/step - loss: 7127.3833 - mean_absolute_error: 60.3555 - val_loss: 11853.2849 - val_mean_absolute_error: 75.8174 Epoch 552/5000 148/148 [==============================] - 0s 27us/step - loss: 7125.5391 - mean_absolute_error: 60.3479 - val_loss: 11850.9995 - val_mean_absolute_error: 75.8065 Epoch 553/5000 148/148 [==============================] - 0s 27us/step - loss: 7123.6978 - mean_absolute_error: 60.3403 - val_loss: 11848.7229 - val_mean_absolute_error: 75.7955 Epoch 554/5000 148/148 [==============================] - 0s 20us/step - loss: 7121.8613 - mean_absolute_error: 60.3327 - val_loss: 11846.4471 - val_mean_absolute_error: 75.7845 Epoch 555/5000 148/148 [==============================] - 0s 27us/step - loss: 7120.0205 - mean_absolute_error: 60.3250 - val_loss: 11844.1688 - val_mean_absolute_error: 75.7736 Epoch 556/5000 148/148 [==============================] - 0s 20us/step - loss: 7118.1797 - mean_absolute_error: 60.3173 - val_loss: 11841.8776 - val_mean_absolute_error: 75.7626 Epoch 557/5000 148/148 [==============================] - 0s 34us/step - loss: 7116.3403 - mean_absolute_error: 60.3097 - val_loss: 11839.5869 - val_mean_absolute_error: 75.7516 Epoch 558/5000 148/148 [==============================] - 0s 27us/step - loss: 7114.4976 - mean_absolute_error: 60.3021 - val_loss: 11837.3027 - val_mean_absolute_error: 75.7406 Epoch 559/5000 148/148 [==============================] - 0s 20us/step - loss: 7112.6421 - mean_absolute_error: 60.2944 - val_loss: 11835.0181 - val_mean_absolute_error: 75.7300 Epoch 560/5000 148/148 [==============================] - 0s 34us/step - loss: 7110.7847 - mean_absolute_error: 60.2868 - val_loss: 11832.7295 - val_mean_absolute_error: 75.7195 Epoch 561/5000 148/148 [==============================] - 0s 20us/step - loss: 7108.9297 - mean_absolute_error: 60.2791 - val_loss: 11830.4336 - val_mean_absolute_error: 75.7090 Epoch 562/5000 148/148 [==============================] - 0s 27us/step - loss: 7107.0732 - mean_absolute_error: 60.2715 - val_loss: 11828.1383 - val_mean_absolute_error: 75.6985 Epoch 563/5000 148/148 [==============================] - 0s 20us/step - loss: 7105.2109 - mean_absolute_error: 60.2637 - val_loss: 11825.8391 - val_mean_absolute_error: 75.6880 Epoch 564/5000 148/148 [==============================] - 0s 34us/step - loss: 7103.3564 - mean_absolute_error: 60.2560 - val_loss: 11823.5452 - val_mean_absolute_error: 75.6775 Epoch 565/5000 148/148 [==============================] - 0s 27us/step - loss: 7101.4966 - mean_absolute_error: 60.2483 - val_loss: 11821.2576 - val_mean_absolute_error: 75.6670 Epoch 566/5000 148/148 [==============================] - 0s 27us/step - loss: 7099.6343 - mean_absolute_error: 60.2405 - val_loss: 11818.9734 - val_mean_absolute_error: 75.6564 Epoch 567/5000 148/148 [==============================] - 0s 27us/step - loss: 7097.7729 - mean_absolute_error: 60.2328 - val_loss: 11816.6838 - val_mean_absolute_error: 75.6458 Epoch 568/5000 148/148 [==============================] - 0s 27us/step - loss: 7095.9111 - mean_absolute_error: 60.2250 - val_loss: 11814.3927 - val_mean_absolute_error: 75.6352 Epoch 569/5000 148/148 [==============================] - 0s 27us/step - loss: 7094.0474 - mean_absolute_error: 60.2174 - val_loss: 11812.0875 - val_mean_absolute_error: 75.6246 Epoch 570/5000 148/148 [==============================] - 0s 34us/step - loss: 7092.1851 - mean_absolute_error: 60.2096 - val_loss: 11809.7715 - val_mean_absolute_error: 75.6140 Epoch 571/5000 148/148 [==============================] - 0s 27us/step - loss: 7090.3208 - mean_absolute_error: 60.2019 - val_loss: 11807.4522 - val_mean_absolute_error: 75.6034 Epoch 572/5000 148/148 [==============================] - 0s 27us/step - loss: 7088.4595 - mean_absolute_error: 60.1942 - val_loss: 11805.1467 - val_mean_absolute_error: 75.5927 Epoch 573/5000 148/148 [==============================] - 0s 27us/step - loss: 7086.5986 - mean_absolute_error: 60.1865 - val_loss: 11802.8495 - val_mean_absolute_error: 75.5821 Epoch 574/5000 148/148 [==============================] - 0s 34us/step - loss: 7084.7358 - mean_absolute_error: 60.1788 - val_loss: 11800.5629 - val_mean_absolute_error: 75.5715 Epoch 575/5000 148/148 [==============================] - 0s 27us/step - loss: 7082.8745 - mean_absolute_error: 60.1710 - val_loss: 11798.2773 - val_mean_absolute_error: 75.5609 Epoch 576/5000 148/148 [==============================] - 0s 20us/step - loss: 7081.0142 - mean_absolute_error: 60.1633 - val_loss: 11795.9817 - val_mean_absolute_error: 75.5503 Epoch 577/5000 148/148 [==============================] - 0s 20us/step - loss: 7079.1504 - mean_absolute_error: 60.1555 - val_loss: 11793.6923 - val_mean_absolute_error: 75.5397 Epoch 578/5000 148/148 [==============================] - 0s 27us/step - loss: 7077.2876 - mean_absolute_error: 60.1477 - val_loss: 11791.4093 - val_mean_absolute_error: 75.5291 Epoch 579/5000 148/148 [==============================] - 0s 20us/step - loss: 7075.4277 - mean_absolute_error: 60.1399 - val_loss: 11789.1235 - val_mean_absolute_error: 75.5185 Epoch 580/5000 148/148 [==============================] - 0s 34us/step - loss: 7073.5688 - mean_absolute_error: 60.1321 - val_loss: 11786.8366 - val_mean_absolute_error: 75.5078 Epoch 581/5000 148/148 [==============================] - 0s 20us/step - loss: 7071.7080 - mean_absolute_error: 60.1243 - val_loss: 11784.5556 - val_mean_absolute_error: 75.4972 Epoch 582/5000 148/148 [==============================] - 0s 20us/step - loss: 7069.8467 - mean_absolute_error: 60.1165 - val_loss: 11782.2624 - val_mean_absolute_error: 75.4866 Epoch 583/5000 148/148 [==============================] - 0s 20us/step - loss: 7067.9883 - mean_absolute_error: 60.1087 - val_loss: 11779.9692 - val_mean_absolute_error: 75.4759 Epoch 584/5000 148/148 [==============================] - 0s 20us/step - loss: 7066.1299 - mean_absolute_error: 60.1010 - val_loss: 11777.6805 - val_mean_absolute_error: 75.4653 Epoch 585/5000 148/148 [==============================] - 0s 27us/step - loss: 7064.2729 - mean_absolute_error: 60.0931 - val_loss: 11775.3976 - val_mean_absolute_error: 75.4547 Epoch 586/5000 148/148 [==============================] - 0s 20us/step - loss: 7062.4131 - mean_absolute_error: 60.0853 - val_loss: 11773.1209 - val_mean_absolute_error: 75.4441 Epoch 587/5000 148/148 [==============================] - 0s 20us/step - loss: 7060.5542 - mean_absolute_error: 60.0775 - val_loss: 11770.8524 - val_mean_absolute_error: 75.4335 Epoch 588/5000 148/148 [==============================] - 0s 27us/step - loss: 7058.7017 - mean_absolute_error: 60.0696 - val_loss: 11768.5753 - val_mean_absolute_error: 75.4228 Epoch 589/5000 148/148 [==============================] - 0s 27us/step - loss: 7056.8452 - mean_absolute_error: 60.0618 - val_loss: 11766.2911 - val_mean_absolute_error: 75.4122 Epoch 590/5000 148/148 [==============================] - 0s 20us/step - loss: 7054.9863 - mean_absolute_error: 60.0539 - val_loss: 11764.0045 - val_mean_absolute_error: 75.4016 Epoch 591/5000 148/148 [==============================] - 0s 27us/step - loss: 7053.1328 - mean_absolute_error: 60.0460 - val_loss: 11761.7267 - val_mean_absolute_error: 75.3910 Epoch 592/5000 148/148 [==============================] - 0s 20us/step - loss: 7051.2808 - mean_absolute_error: 60.0382 - val_loss: 11759.4510 - val_mean_absolute_error: 75.3804 Epoch 593/5000 148/148 [==============================] - 0s 20us/step - loss: 7049.4272 - mean_absolute_error: 60.0303 - val_loss: 11757.1842 - val_mean_absolute_error: 75.3699 Epoch 594/5000 148/148 [==============================] - 0s 27us/step - loss: 7047.5723 - mean_absolute_error: 60.0224 - val_loss: 11754.9240 - val_mean_absolute_error: 75.3593 Epoch 595/5000 148/148 [==============================] - 0s 27us/step - loss: 7045.7168 - mean_absolute_error: 60.0145 - val_loss: 11752.6576 - val_mean_absolute_error: 75.3487 Epoch 596/5000 148/148 [==============================] - 0s 27us/step - loss: 7043.8643 - mean_absolute_error: 60.0067 - val_loss: 11750.3775 - val_mean_absolute_error: 75.3381 Epoch 597/5000 148/148 [==============================] - 0s 27us/step - loss: 7042.0112 - mean_absolute_error: 59.9989 - val_loss: 11748.1010 - val_mean_absolute_error: 75.3275 Epoch 598/5000 148/148 [==============================] - 0s 27us/step - loss: 7040.1602 - mean_absolute_error: 59.9911 - val_loss: 11745.8372 - val_mean_absolute_error: 75.3170 Epoch 599/5000 148/148 [==============================] - 0s 27us/step - loss: 7038.3086 - mean_absolute_error: 59.9832 - val_loss: 11743.5842 - val_mean_absolute_error: 75.3064 Epoch 600/5000 148/148 [==============================] - 0s 20us/step - loss: 7036.4604 - mean_absolute_error: 59.9753 - val_loss: 11741.3367 - val_mean_absolute_error: 75.2959 Epoch 601/5000 148/148 [==============================] - 0s 27us/step - loss: 7034.6113 - mean_absolute_error: 59.9673 - val_loss: 11739.0921 - val_mean_absolute_error: 75.2854 Epoch 602/5000 148/148 [==============================] - 0s 20us/step - loss: 7032.7632 - mean_absolute_error: 59.9594 - val_loss: 11736.8451 - val_mean_absolute_error: 75.2748 Epoch 603/5000 148/148 [==============================] - 0s 34us/step - loss: 7030.9146 - mean_absolute_error: 59.9515 - val_loss: 11734.5797 - val_mean_absolute_error: 75.2642 Epoch 604/5000 148/148 [==============================] - 0s 27us/step - loss: 7029.0654 - mean_absolute_error: 59.9436 - val_loss: 11732.3168 - val_mean_absolute_error: 75.2536 Epoch 605/5000 148/148 [==============================] - 0s 34us/step - loss: 7027.2202 - mean_absolute_error: 59.9358 - val_loss: 11730.0506 - val_mean_absolute_error: 75.2431 Epoch 606/5000 148/148 [==============================] - 0s 20us/step - loss: 7025.3730 - mean_absolute_error: 59.9280 - val_loss: 11727.7716 - val_mean_absolute_error: 75.2325 Epoch 607/5000 148/148 [==============================] - 0s 34us/step - loss: 7023.5234 - mean_absolute_error: 59.9200 - val_loss: 11725.5003 - val_mean_absolute_error: 75.2219 Epoch 608/5000 148/148 [==============================] - 0s 27us/step - loss: 7021.6831 - mean_absolute_error: 59.9121 - val_loss: 11723.2236 - val_mean_absolute_error: 75.2113 Epoch 609/5000 148/148 [==============================] - 0s 27us/step - loss: 7019.8423 - mean_absolute_error: 59.9042 - val_loss: 11720.9460 - val_mean_absolute_error: 75.2007 Epoch 610/5000 148/148 [==============================] - 0s 20us/step - loss: 7018.0020 - mean_absolute_error: 59.8967 - val_loss: 11718.6737 - val_mean_absolute_error: 75.1902 Epoch 611/5000 148/148 [==============================] - 0s 20us/step - loss: 7016.1611 - mean_absolute_error: 59.8895 - val_loss: 11716.4101 - val_mean_absolute_error: 75.1795 Epoch 612/5000 148/148 [==============================] - 0s 20us/step - loss: 7014.3198 - mean_absolute_error: 59.8824 - val_loss: 11714.1523 - val_mean_absolute_error: 75.1690 Epoch 613/5000 148/148 [==============================] - 0s 27us/step - loss: 7012.4810 - mean_absolute_error: 59.8753 - val_loss: 11711.8974 - val_mean_absolute_error: 75.1585 Epoch 614/5000 148/148 [==============================] - 0s 34us/step - loss: 7010.6450 - mean_absolute_error: 59.8682 - val_loss: 11709.6473 - val_mean_absolute_error: 75.1479 Epoch 615/5000 148/148 [==============================] - 0s 27us/step - loss: 7008.8066 - mean_absolute_error: 59.8609 - val_loss: 11707.3942 - val_mean_absolute_error: 75.1374 Epoch 616/5000 148/148 [==============================] - 0s 27us/step - loss: 7006.9712 - mean_absolute_error: 59.8538 - val_loss: 11705.1265 - val_mean_absolute_error: 75.1268 Epoch 617/5000 148/148 [==============================] - 0s 34us/step - loss: 7005.1367 - mean_absolute_error: 59.8467 - val_loss: 11702.8583 - val_mean_absolute_error: 75.1163 Epoch 618/5000 148/148 [==============================] - 0s 27us/step - loss: 7003.3003 - mean_absolute_error: 59.8396 - val_loss: 11700.5850 - val_mean_absolute_error: 75.1058 Epoch 619/5000 148/148 [==============================] - 0s 27us/step - loss: 7001.4644 - mean_absolute_error: 59.8324 - val_loss: 11698.3199 - val_mean_absolute_error: 75.0952 Epoch 620/5000 148/148 [==============================] - 0s 34us/step - loss: 6999.6270 - mean_absolute_error: 59.8252 - val_loss: 11696.0636 - val_mean_absolute_error: 75.0846 Epoch 621/5000 148/148 [==============================] - 0s 27us/step - loss: 6997.7900 - mean_absolute_error: 59.8180 - val_loss: 11693.8123 - val_mean_absolute_error: 75.0740 Epoch 622/5000 148/148 [==============================] - 0s 34us/step - loss: 6995.9556 - mean_absolute_error: 59.8108 - val_loss: 11691.5688 - val_mean_absolute_error: 75.0635 Epoch 623/5000 148/148 [==============================] - 0s 27us/step - loss: 6994.1196 - mean_absolute_error: 59.8036 - val_loss: 11689.3260 - val_mean_absolute_error: 75.0530 Epoch 624/5000 148/148 [==============================] - 0s 27us/step - loss: 6992.2842 - mean_absolute_error: 59.7963 - val_loss: 11687.0852 - val_mean_absolute_error: 75.0425 Epoch 625/5000 148/148 [==============================] - 0s 20us/step - loss: 6990.4478 - mean_absolute_error: 59.7891 - val_loss: 11684.8429 - val_mean_absolute_error: 75.0320 Epoch 626/5000 148/148 [==============================] - 0s 34us/step - loss: 6988.6128 - mean_absolute_error: 59.7819 - val_loss: 11682.5954 - val_mean_absolute_error: 75.0215 Epoch 627/5000 148/148 [==============================] - 0s 27us/step - loss: 6986.7812 - mean_absolute_error: 59.7747 - val_loss: 11680.3402 - val_mean_absolute_error: 75.0110 Epoch 628/5000 148/148 [==============================] - 0s 27us/step - loss: 6984.9453 - mean_absolute_error: 59.7675 - val_loss: 11678.0964 - val_mean_absolute_error: 75.0004 Epoch 629/5000 148/148 [==============================] - 0s 27us/step - loss: 6983.1167 - mean_absolute_error: 59.7603 - val_loss: 11675.8520 - val_mean_absolute_error: 74.9899 Epoch 630/5000 148/148 [==============================] - 0s 27us/step - loss: 6981.2827 - mean_absolute_error: 59.7530 - val_loss: 11673.6094 - val_mean_absolute_error: 74.9794 Epoch 631/5000 148/148 [==============================] - 0s 27us/step - loss: 6979.4517 - mean_absolute_error: 59.7458 - val_loss: 11671.3782 - val_mean_absolute_error: 74.9689 Epoch 632/5000 148/148 [==============================] - 0s 27us/step - loss: 6977.6221 - mean_absolute_error: 59.7385 - val_loss: 11669.1399 - val_mean_absolute_error: 74.9585 Epoch 633/5000 148/148 [==============================] - 0s 27us/step - loss: 6975.7920 - mean_absolute_error: 59.7313 - val_loss: 11666.8862 - val_mean_absolute_error: 74.9479 Epoch 634/5000 148/148 [==============================] - 0s 27us/step - loss: 6973.9604 - mean_absolute_error: 59.7241 - val_loss: 11664.6395 - val_mean_absolute_error: 74.9374 Epoch 635/5000 148/148 [==============================] - 0s 20us/step - loss: 6972.1348 - mean_absolute_error: 59.7169 - val_loss: 11662.3910 - val_mean_absolute_error: 74.9269 Epoch 636/5000 148/148 [==============================] - 0s 27us/step - loss: 6970.3105 - mean_absolute_error: 59.7096 - val_loss: 11660.1483 - val_mean_absolute_error: 74.9164 Epoch 637/5000 148/148 [==============================] - 0s 27us/step - loss: 6968.4834 - mean_absolute_error: 59.7023 - val_loss: 11657.9003 - val_mean_absolute_error: 74.9060 Epoch 638/5000 148/148 [==============================] - 0s 27us/step - loss: 6966.6616 - mean_absolute_error: 59.6950 - val_loss: 11655.6579 - val_mean_absolute_error: 74.8955 Epoch 639/5000 148/148 [==============================] - 0s 27us/step - loss: 6964.8452 - mean_absolute_error: 59.6877 - val_loss: 11653.4237 - val_mean_absolute_error: 74.8850 Epoch 640/5000 148/148 [==============================] - 0s 20us/step - loss: 6963.0259 - mean_absolute_error: 59.6804 - val_loss: 11651.1872 - val_mean_absolute_error: 74.8745 Epoch 641/5000 148/148 [==============================] - 0s 27us/step - loss: 6961.2036 - mean_absolute_error: 59.6731 - val_loss: 11648.9495 - val_mean_absolute_error: 74.8640 Epoch 642/5000 148/148 [==============================] - 0s 20us/step - loss: 6959.3804 - mean_absolute_error: 59.6658 - val_loss: 11646.7127 - val_mean_absolute_error: 74.8536 Epoch 643/5000 148/148 [==============================] - 0s 20us/step - loss: 6957.5601 - mean_absolute_error: 59.6586 - val_loss: 11644.4728 - val_mean_absolute_error: 74.8431 Epoch 644/5000 148/148 [==============================] - 0s 34us/step - loss: 6955.7480 - mean_absolute_error: 59.6514 - val_loss: 11642.2370 - val_mean_absolute_error: 74.8327 Epoch 645/5000 148/148 [==============================] - 0s 27us/step - loss: 6953.9326 - mean_absolute_error: 59.6442 - val_loss: 11640.0006 - val_mean_absolute_error: 74.8223 Epoch 646/5000 148/148 [==============================] - 0s 41us/step - loss: 6952.1128 - mean_absolute_error: 59.6369 - val_loss: 11637.7743 - val_mean_absolute_error: 74.8119 Epoch 647/5000 148/148 [==============================] - 0s 27us/step - loss: 6950.2915 - mean_absolute_error: 59.6295 - val_loss: 11635.5579 - val_mean_absolute_error: 74.8014 Epoch 648/5000 148/148 [==============================] - 0s 41us/step - loss: 6948.4771 - mean_absolute_error: 59.6222 - val_loss: 11633.3485 - val_mean_absolute_error: 74.7910 Epoch 649/5000 148/148 [==============================] - 0s 34us/step - loss: 6946.6626 - mean_absolute_error: 59.6148 - val_loss: 11631.1470 - val_mean_absolute_error: 74.7806 Epoch 650/5000 148/148 [==============================] - 0s 20us/step - loss: 6944.8472 - mean_absolute_error: 59.6075 - val_loss: 11628.9392 - val_mean_absolute_error: 74.7703 Epoch 651/5000 148/148 [==============================] - 0s 27us/step - loss: 6943.0361 - mean_absolute_error: 59.6002 - val_loss: 11626.7214 - val_mean_absolute_error: 74.7599 Epoch 652/5000 148/148 [==============================] - 0s 27us/step - loss: 6941.2222 - mean_absolute_error: 59.5929 - val_loss: 11624.5022 - val_mean_absolute_error: 74.7495 Epoch 653/5000 148/148 [==============================] - 0s 27us/step - loss: 6939.4082 - mean_absolute_error: 59.5855 - val_loss: 11622.2817 - val_mean_absolute_error: 74.7392 Epoch 654/5000 148/148 [==============================] - 0s 27us/step - loss: 6937.5967 - mean_absolute_error: 59.5782 - val_loss: 11620.0716 - val_mean_absolute_error: 74.7288 Epoch 655/5000 148/148 [==============================] - 0s 27us/step - loss: 6935.7861 - mean_absolute_error: 59.5709 - val_loss: 11617.8525 - val_mean_absolute_error: 74.7184 Epoch 656/5000 148/148 [==============================] - 0s 27us/step - loss: 6933.9780 - mean_absolute_error: 59.5636 - val_loss: 11615.6315 - val_mean_absolute_error: 74.7080 Epoch 657/5000 148/148 [==============================] - 0s 34us/step - loss: 6932.1675 - mean_absolute_error: 59.5563 - val_loss: 11613.4282 - val_mean_absolute_error: 74.6976 Epoch 658/5000 148/148 [==============================] - 0s 27us/step - loss: 6930.3599 - mean_absolute_error: 59.5489 - val_loss: 11611.2308 - val_mean_absolute_error: 74.6872 Epoch 659/5000 148/148 [==============================] - 0s 20us/step - loss: 6928.5542 - mean_absolute_error: 59.5415 - val_loss: 11609.0364 - val_mean_absolute_error: 74.6769 Epoch 660/5000 148/148 [==============================] - 0s 27us/step - loss: 6926.7471 - mean_absolute_error: 59.5342 - val_loss: 11606.8480 - val_mean_absolute_error: 74.6665 Epoch 661/5000 148/148 [==============================] - 0s 27us/step - loss: 6924.9395 - mean_absolute_error: 59.5268 - val_loss: 11604.6429 - val_mean_absolute_error: 74.6561 Epoch 662/5000 148/148 [==============================] - 0s 27us/step - loss: 6923.1362 - mean_absolute_error: 59.5195 - val_loss: 11602.4298 - val_mean_absolute_error: 74.6456 Epoch 663/5000 148/148 [==============================] - 0s 27us/step - loss: 6921.3296 - mean_absolute_error: 59.5122 - val_loss: 11600.2201 - val_mean_absolute_error: 74.6352 Epoch 664/5000 148/148 [==============================] - 0s 27us/step - loss: 6919.5244 - mean_absolute_error: 59.5048 - val_loss: 11598.0190 - val_mean_absolute_error: 74.6249 Epoch 665/5000 148/148 [==============================] - 0s 34us/step - loss: 6917.7236 - mean_absolute_error: 59.4975 - val_loss: 11595.8228 - val_mean_absolute_error: 74.6146 Epoch 666/5000 148/148 [==============================] - 0s 27us/step - loss: 6915.9199 - mean_absolute_error: 59.4901 - val_loss: 11593.6315 - val_mean_absolute_error: 74.6042 Epoch 667/5000 148/148 [==============================] - 0s 27us/step - loss: 6914.1143 - mean_absolute_error: 59.4828 - val_loss: 11591.4385 - val_mean_absolute_error: 74.5938 Epoch 668/5000 148/148 [==============================] - 0s 27us/step - loss: 6912.3174 - mean_absolute_error: 59.4754 - val_loss: 11589.2386 - val_mean_absolute_error: 74.5835 Epoch 669/5000 148/148 [==============================] - 0s 20us/step - loss: 6910.5186 - mean_absolute_error: 59.4681 - val_loss: 11587.0398 - val_mean_absolute_error: 74.5733 Epoch 670/5000 148/148 [==============================] - 0s 27us/step - loss: 6908.7158 - mean_absolute_error: 59.4607 - val_loss: 11584.8484 - val_mean_absolute_error: 74.5631 Epoch 671/5000 148/148 [==============================] - 0s 27us/step - loss: 6906.9165 - mean_absolute_error: 59.4533 - val_loss: 11582.6624 - val_mean_absolute_error: 74.5529 Epoch 672/5000 148/148 [==============================] - 0s 27us/step - loss: 6905.1201 - mean_absolute_error: 59.4458 - val_loss: 11580.4848 - val_mean_absolute_error: 74.5427 Epoch 673/5000 148/148 [==============================] - 0s 27us/step - loss: 6903.3213 - mean_absolute_error: 59.4384 - val_loss: 11578.3083 - val_mean_absolute_error: 74.5326 Epoch 674/5000 148/148 [==============================] - 0s 27us/step - loss: 6901.5234 - mean_absolute_error: 59.4310 - val_loss: 11576.1330 - val_mean_absolute_error: 74.5224 Epoch 675/5000 148/148 [==============================] - 0s 27us/step - loss: 6899.7266 - mean_absolute_error: 59.4237 - val_loss: 11573.9452 - val_mean_absolute_error: 74.5123 Epoch 676/5000 148/148 [==============================] - 0s 27us/step - loss: 6897.9312 - mean_absolute_error: 59.4164 - val_loss: 11571.7413 - val_mean_absolute_error: 74.5021 Epoch 677/5000 148/148 [==============================] - 0s 34us/step - loss: 6896.1392 - mean_absolute_error: 59.4091 - val_loss: 11569.5492 - val_mean_absolute_error: 74.4920 Epoch 678/5000 148/148 [==============================] - 0s 27us/step - loss: 6894.3496 - mean_absolute_error: 59.4017 - val_loss: 11567.3637 - val_mean_absolute_error: 74.4819 Epoch 679/5000 148/148 [==============================] - 0s 27us/step - loss: 6892.5610 - mean_absolute_error: 59.3944 - val_loss: 11565.1933 - val_mean_absolute_error: 74.4718 Epoch 680/5000 148/148 [==============================] - 0s 27us/step - loss: 6890.7734 - mean_absolute_error: 59.3871 - val_loss: 11563.0354 - val_mean_absolute_error: 74.4617 Epoch 681/5000 148/148 [==============================] - 0s 27us/step - loss: 6888.9858 - mean_absolute_error: 59.3797 - val_loss: 11560.8839 - val_mean_absolute_error: 74.4516 Epoch 682/5000 148/148 [==============================] - 0s 20us/step - loss: 6887.2007 - mean_absolute_error: 59.3723 - val_loss: 11558.7189 - val_mean_absolute_error: 74.4416 Epoch 683/5000 148/148 [==============================] - 0s 41us/step - loss: 6885.4194 - mean_absolute_error: 59.3649 - val_loss: 11556.5415 - val_mean_absolute_error: 74.4314 Epoch 684/5000 148/148 [==============================] - 0s 27us/step - loss: 6883.6426 - mean_absolute_error: 59.3576 - val_loss: 11554.3766 - val_mean_absolute_error: 74.4214 Epoch 685/5000 148/148 [==============================] - 0s 27us/step - loss: 6881.8657 - mean_absolute_error: 59.3502 - val_loss: 11552.2267 - val_mean_absolute_error: 74.4113 Epoch 686/5000 148/148 [==============================] - 0s 27us/step - loss: 6880.0889 - mean_absolute_error: 59.3429 - val_loss: 11550.0756 - val_mean_absolute_error: 74.4013 Epoch 687/5000 148/148 [==============================] - 0s 34us/step - loss: 6878.3140 - mean_absolute_error: 59.3355 - val_loss: 11547.9380 - val_mean_absolute_error: 74.3913 Epoch 688/5000 148/148 [==============================] - 0s 27us/step - loss: 6876.5381 - mean_absolute_error: 59.3281 - val_loss: 11545.8094 - val_mean_absolute_error: 74.3814 Epoch 689/5000 148/148 [==============================] - 0s 27us/step - loss: 6874.7642 - mean_absolute_error: 59.3206 - val_loss: 11543.6789 - val_mean_absolute_error: 74.3714 Epoch 690/5000 148/148 [==============================] - 0s 27us/step - loss: 6872.9917 - mean_absolute_error: 59.3132 - val_loss: 11541.5396 - val_mean_absolute_error: 74.3614 Epoch 691/5000 148/148 [==============================] - 0s 20us/step - loss: 6871.2173 - mean_absolute_error: 59.3059 - val_loss: 11539.3903 - val_mean_absolute_error: 74.3514 Epoch 692/5000 148/148 [==============================] - 0s 27us/step - loss: 6869.4512 - mean_absolute_error: 59.2985 - val_loss: 11537.2576 - val_mean_absolute_error: 74.3414 Epoch 693/5000 148/148 [==============================] - 0s 27us/step - loss: 6867.6812 - mean_absolute_error: 59.2912 - val_loss: 11535.1399 - val_mean_absolute_error: 74.3315 Epoch 694/5000 148/148 [==============================] - 0s 34us/step - loss: 6865.9106 - mean_absolute_error: 59.2837 - val_loss: 11533.0325 - val_mean_absolute_error: 74.3216 Epoch 695/5000 148/148 [==============================] - 0s 27us/step - loss: 6864.1426 - mean_absolute_error: 59.2762 - val_loss: 11530.9171 - val_mean_absolute_error: 74.3117 Epoch 696/5000 148/148 [==============================] - 0s 20us/step - loss: 6862.3740 - mean_absolute_error: 59.2688 - val_loss: 11528.7905 - val_mean_absolute_error: 74.3017 Epoch 697/5000 148/148 [==============================] - 0s 27us/step - loss: 6860.6050 - mean_absolute_error: 59.2614 - val_loss: 11526.6581 - val_mean_absolute_error: 74.2918 Epoch 698/5000 148/148 [==============================] - 0s 27us/step - loss: 6858.8389 - mean_absolute_error: 59.2540 - val_loss: 11524.5337 - val_mean_absolute_error: 74.2818 Epoch 699/5000 148/148 [==============================] - 0s 27us/step - loss: 6857.0732 - mean_absolute_error: 59.2466 - val_loss: 11522.4227 - val_mean_absolute_error: 74.2719 Epoch 700/5000 148/148 [==============================] - 0s 27us/step - loss: 6855.3076 - mean_absolute_error: 59.2390 - val_loss: 11520.3021 - val_mean_absolute_error: 74.2619 Epoch 701/5000 148/148 [==============================] - 0s 20us/step - loss: 6853.5371 - mean_absolute_error: 59.2316 - val_loss: 11518.1840 - val_mean_absolute_error: 74.2519 Epoch 702/5000 148/148 [==============================] - 0s 27us/step - loss: 6851.7754 - mean_absolute_error: 59.2241 - val_loss: 11516.0614 - val_mean_absolute_error: 74.2420 Epoch 703/5000 148/148 [==============================] - 0s 27us/step - loss: 6850.0122 - mean_absolute_error: 59.2166 - val_loss: 11513.9453 - val_mean_absolute_error: 74.2320 Epoch 704/5000 148/148 [==============================] - 0s 20us/step - loss: 6848.2461 - mean_absolute_error: 59.2091 - val_loss: 11511.8360 - val_mean_absolute_error: 74.2221 Epoch 705/5000 148/148 [==============================] - 0s 34us/step - loss: 6846.4810 - mean_absolute_error: 59.2016 - val_loss: 11509.7311 - val_mean_absolute_error: 74.2122 Epoch 706/5000 148/148 [==============================] - 0s 20us/step - loss: 6844.7202 - mean_absolute_error: 59.1941 - val_loss: 11507.6285 - val_mean_absolute_error: 74.2022 Epoch 707/5000 148/148 [==============================] - 0s 20us/step - loss: 6842.9561 - mean_absolute_error: 59.1864 - val_loss: 11505.5265 - val_mean_absolute_error: 74.1922 Epoch 708/5000 148/148 [==============================] - 0s 27us/step - loss: 6841.1943 - mean_absolute_error: 59.1788 - val_loss: 11503.4261 - val_mean_absolute_error: 74.1823 Epoch 709/5000 148/148 [==============================] - 0s 34us/step - loss: 6839.4351 - mean_absolute_error: 59.1713 - val_loss: 11501.3195 - val_mean_absolute_error: 74.1723 Epoch 710/5000 148/148 [==============================] - 0s 27us/step - loss: 6837.6748 - mean_absolute_error: 59.1638 - val_loss: 11499.2074 - val_mean_absolute_error: 74.1624 Epoch 711/5000 148/148 [==============================] - 0s 27us/step - loss: 6835.9121 - mean_absolute_error: 59.1563 - val_loss: 11497.0802 - val_mean_absolute_error: 74.1523 Epoch 712/5000 148/148 [==============================] - 0s 27us/step - loss: 6834.1548 - mean_absolute_error: 59.1489 - val_loss: 11494.9723 - val_mean_absolute_error: 74.1424 Epoch 713/5000 148/148 [==============================] - 0s 27us/step - loss: 6832.4023 - mean_absolute_error: 59.1413 - val_loss: 11492.8808 - val_mean_absolute_error: 74.1324 Epoch 714/5000 148/148 [==============================] - 0s 27us/step - loss: 6830.6509 - mean_absolute_error: 59.1338 - val_loss: 11490.7895 - val_mean_absolute_error: 74.1225 Epoch 715/5000 148/148 [==============================] - 0s 27us/step - loss: 6828.8975 - mean_absolute_error: 59.1263 - val_loss: 11488.6937 - val_mean_absolute_error: 74.1127 Epoch 716/5000 148/148 [==============================] - 0s 27us/step - loss: 6827.1411 - mean_absolute_error: 59.1188 - val_loss: 11486.6091 - val_mean_absolute_error: 74.1028 Epoch 717/5000 148/148 [==============================] - 0s 27us/step - loss: 6825.3911 - mean_absolute_error: 59.1113 - val_loss: 11484.5342 - val_mean_absolute_error: 74.0930 Epoch 718/5000 148/148 [==============================] - 0s 27us/step - loss: 6823.6421 - mean_absolute_error: 59.1038 - val_loss: 11482.4489 - val_mean_absolute_error: 74.0831 Epoch 719/5000 148/148 [==============================] - 0s 27us/step - loss: 6821.8882 - mean_absolute_error: 59.0962 - val_loss: 11480.3548 - val_mean_absolute_error: 74.0732 Epoch 720/5000 148/148 [==============================] - 0s 27us/step - loss: 6820.1406 - mean_absolute_error: 59.0886 - val_loss: 11478.2506 - val_mean_absolute_error: 74.0633 Epoch 721/5000 148/148 [==============================] - 0s 20us/step - loss: 6818.3994 - mean_absolute_error: 59.0810 - val_loss: 11476.1476 - val_mean_absolute_error: 74.0534 Epoch 722/5000 148/148 [==============================] - 0s 27us/step - loss: 6816.6519 - mean_absolute_error: 59.0735 - val_loss: 11474.0591 - val_mean_absolute_error: 74.0436 Epoch 723/5000 148/148 [==============================] - 0s 27us/step - loss: 6814.9019 - mean_absolute_error: 59.0660 - val_loss: 11471.9741 - val_mean_absolute_error: 74.0337 Epoch 724/5000 148/148 [==============================] - 0s 27us/step - loss: 6813.1733 - mean_absolute_error: 59.0586 - val_loss: 11469.8889 - val_mean_absolute_error: 74.0239 Epoch 725/5000 148/148 [==============================] - 0s 27us/step - loss: 6811.4492 - mean_absolute_error: 59.0512 - val_loss: 11467.7850 - val_mean_absolute_error: 74.0140 Epoch 726/5000 148/148 [==============================] - 0s 27us/step - loss: 6809.7305 - mean_absolute_error: 59.0439 - val_loss: 11465.6672 - val_mean_absolute_error: 74.0040 Epoch 727/5000 148/148 [==============================] - 0s 34us/step - loss: 6808.0093 - mean_absolute_error: 59.0366 - val_loss: 11463.5604 - val_mean_absolute_error: 73.9941 Epoch 728/5000 148/148 [==============================] - 0s 27us/step - loss: 6806.2910 - mean_absolute_error: 59.0294 - val_loss: 11461.4616 - val_mean_absolute_error: 73.9842 Epoch 729/5000 148/148 [==============================] - 0s 27us/step - loss: 6804.5708 - mean_absolute_error: 59.0221 - val_loss: 11459.3699 - val_mean_absolute_error: 73.9744 Epoch 730/5000 148/148 [==============================] - 0s 27us/step - loss: 6802.8506 - mean_absolute_error: 59.0148 - val_loss: 11457.2694 - val_mean_absolute_error: 73.9646 Epoch 731/5000 148/148 [==============================] - 0s 20us/step - loss: 6801.1328 - mean_absolute_error: 59.0077 - val_loss: 11455.1656 - val_mean_absolute_error: 73.9547 Epoch 732/5000 148/148 [==============================] - 0s 20us/step - loss: 6799.4141 - mean_absolute_error: 59.0004 - val_loss: 11453.0651 - val_mean_absolute_error: 73.9450 Epoch 733/5000 148/148 [==============================] - 0s 34us/step - loss: 6797.6943 - mean_absolute_error: 58.9932 - val_loss: 11450.9599 - val_mean_absolute_error: 73.9354 Epoch 734/5000 148/148 [==============================] - 0s 27us/step - loss: 6795.9722 - mean_absolute_error: 58.9859 - val_loss: 11448.8596 - val_mean_absolute_error: 73.9258 Epoch 735/5000 148/148 [==============================] - 0s 20us/step - loss: 6794.2534 - mean_absolute_error: 58.9787 - val_loss: 11446.7595 - val_mean_absolute_error: 73.9163 Epoch 736/5000 148/148 [==============================] - 0s 27us/step - loss: 6792.5337 - mean_absolute_error: 58.9715 - val_loss: 11444.6514 - val_mean_absolute_error: 73.9067 Epoch 737/5000 148/148 [==============================] - 0s 27us/step - loss: 6790.8169 - mean_absolute_error: 58.9643 - val_loss: 11442.5533 - val_mean_absolute_error: 73.8971 Epoch 738/5000 148/148 [==============================] - 0s 20us/step - loss: 6789.0981 - mean_absolute_error: 58.9571 - val_loss: 11440.4501 - val_mean_absolute_error: 73.8875 Epoch 739/5000 148/148 [==============================] - 0s 27us/step - loss: 6787.3818 - mean_absolute_error: 58.9500 - val_loss: 11438.3406 - val_mean_absolute_error: 73.8779 Epoch 740/5000 148/148 [==============================] - 0s 27us/step - loss: 6785.6650 - mean_absolute_error: 58.9428 - val_loss: 11436.2392 - val_mean_absolute_error: 73.8683 Epoch 741/5000 148/148 [==============================] - 0s 27us/step - loss: 6783.9482 - mean_absolute_error: 58.9356 - val_loss: 11434.1382 - val_mean_absolute_error: 73.8587 Epoch 742/5000 148/148 [==============================] - 0s 34us/step - loss: 6782.2300 - mean_absolute_error: 58.9284 - val_loss: 11432.0411 - val_mean_absolute_error: 73.8492 Epoch 743/5000 148/148 [==============================] - 0s 27us/step - loss: 6780.5142 - mean_absolute_error: 58.9211 - val_loss: 11429.9505 - val_mean_absolute_error: 73.8397 Epoch 744/5000 148/148 [==============================] - 0s 27us/step - loss: 6778.7983 - mean_absolute_error: 58.9140 - val_loss: 11427.8585 - val_mean_absolute_error: 73.8301 Epoch 745/5000 148/148 [==============================] - 0s 20us/step - loss: 6777.0840 - mean_absolute_error: 58.9068 - val_loss: 11425.7618 - val_mean_absolute_error: 73.8206 Epoch 746/5000 148/148 [==============================] - 0s 27us/step - loss: 6775.3701 - mean_absolute_error: 58.8998 - val_loss: 11423.6509 - val_mean_absolute_error: 73.8110 Epoch 747/5000 148/148 [==============================] - 0s 20us/step - loss: 6773.6567 - mean_absolute_error: 58.8927 - val_loss: 11421.5524 - val_mean_absolute_error: 73.8014 Epoch 748/5000 148/148 [==============================] - 0s 27us/step - loss: 6771.9419 - mean_absolute_error: 58.8855 - val_loss: 11419.4616 - val_mean_absolute_error: 73.7919 Epoch 749/5000 148/148 [==============================] - 0s 27us/step - loss: 6770.2319 - mean_absolute_error: 58.8782 - val_loss: 11417.3769 - val_mean_absolute_error: 73.7824 Epoch 750/5000 148/148 [==============================] - 0s 34us/step - loss: 6768.5215 - mean_absolute_error: 58.8710 - val_loss: 11415.2879 - val_mean_absolute_error: 73.7728 Epoch 751/5000 148/148 [==============================] - 0s 27us/step - loss: 6766.8115 - mean_absolute_error: 58.8639 - val_loss: 11413.1975 - val_mean_absolute_error: 73.7632 Epoch 752/5000 148/148 [==============================] - 0s 27us/step - loss: 6765.0991 - mean_absolute_error: 58.8567 - val_loss: 11411.1041 - val_mean_absolute_error: 73.7537 Epoch 753/5000 148/148 [==============================] - 0s 27us/step - loss: 6763.3867 - mean_absolute_error: 58.8496 - val_loss: 11409.0063 - val_mean_absolute_error: 73.7440 Epoch 754/5000 148/148 [==============================] - 0s 34us/step - loss: 6761.6812 - mean_absolute_error: 58.8425 - val_loss: 11406.9079 - val_mean_absolute_error: 73.7344 Epoch 755/5000 148/148 [==============================] - 0s 34us/step - loss: 6759.9741 - mean_absolute_error: 58.8353 - val_loss: 11404.8157 - val_mean_absolute_error: 73.7249 Epoch 756/5000 148/148 [==============================] - 0s 34us/step - loss: 6758.2676 - mean_absolute_error: 58.8282 - val_loss: 11402.7389 - val_mean_absolute_error: 73.7154 Epoch 757/5000 148/148 [==============================] - 0s 34us/step - loss: 6756.5581 - mean_absolute_error: 58.8211 - val_loss: 11400.6737 - val_mean_absolute_error: 73.7060 Epoch 758/5000 148/148 [==============================] - 0s 27us/step - loss: 6754.8535 - mean_absolute_error: 58.8138 - val_loss: 11398.6054 - val_mean_absolute_error: 73.6965 Epoch 759/5000 148/148 [==============================] - 0s 27us/step - loss: 6753.1475 - mean_absolute_error: 58.8066 - val_loss: 11396.5391 - val_mean_absolute_error: 73.6871 Epoch 760/5000 148/148 [==============================] - 0s 27us/step - loss: 6751.4424 - mean_absolute_error: 58.7993 - val_loss: 11394.4553 - val_mean_absolute_error: 73.6775 Epoch 761/5000 148/148 [==============================] - 0s 27us/step - loss: 6749.7354 - mean_absolute_error: 58.7922 - val_loss: 11392.3697 - val_mean_absolute_error: 73.6680 Epoch 762/5000 148/148 [==============================] - 0s 27us/step - loss: 6748.0269 - mean_absolute_error: 58.7850 - val_loss: 11390.2992 - val_mean_absolute_error: 73.6585 Epoch 763/5000 148/148 [==============================] - 0s 34us/step - loss: 6746.3223 - mean_absolute_error: 58.7778 - val_loss: 11388.2381 - val_mean_absolute_error: 73.6490 Epoch 764/5000 148/148 [==============================] - 0s 27us/step - loss: 6744.6221 - mean_absolute_error: 58.7706 - val_loss: 11386.1848 - val_mean_absolute_error: 73.6395 Epoch 765/5000 148/148 [==============================] - 0s 20us/step - loss: 6742.9209 - mean_absolute_error: 58.7633 - val_loss: 11384.1204 - val_mean_absolute_error: 73.6301 Epoch 766/5000 148/148 [==============================] - 0s 27us/step - loss: 6741.2153 - mean_absolute_error: 58.7561 - val_loss: 11382.0486 - val_mean_absolute_error: 73.6206 Epoch 767/5000 148/148 [==============================] - 0s 27us/step - loss: 6739.5186 - mean_absolute_error: 58.7490 - val_loss: 11379.9708 - val_mean_absolute_error: 73.6112 Epoch 768/5000 148/148 [==============================] - 0s 34us/step - loss: 6737.8203 - mean_absolute_error: 58.7418 - val_loss: 11377.9039 - val_mean_absolute_error: 73.6017 Epoch 769/5000 148/148 [==============================] - 0s 27us/step - loss: 6736.1206 - mean_absolute_error: 58.7345 - val_loss: 11375.8503 - val_mean_absolute_error: 73.5922 Epoch 770/5000 148/148 [==============================] - 0s 27us/step - loss: 6734.4243 - mean_absolute_error: 58.7271 - val_loss: 11373.8054 - val_mean_absolute_error: 73.5827 Epoch 771/5000 148/148 [==============================] - 0s 20us/step - loss: 6732.7275 - mean_absolute_error: 58.7198 - val_loss: 11371.7650 - val_mean_absolute_error: 73.5733 Epoch 772/5000 148/148 [==============================] - 0s 27us/step - loss: 6731.0298 - mean_absolute_error: 58.7124 - val_loss: 11369.7285 - val_mean_absolute_error: 73.5638 Epoch 773/5000 148/148 [==============================] - 0s 27us/step - loss: 6729.3423 - mean_absolute_error: 58.7050 - val_loss: 11367.6961 - val_mean_absolute_error: 73.5544 Epoch 774/5000 148/148 [==============================] - 0s 34us/step - loss: 6727.6631 - mean_absolute_error: 58.6978 - val_loss: 11365.6518 - val_mean_absolute_error: 73.5450 Epoch 775/5000 148/148 [==============================] - 0s 20us/step - loss: 6725.9819 - mean_absolute_error: 58.6904 - val_loss: 11363.6008 - val_mean_absolute_error: 73.5355 Epoch 776/5000 148/148 [==============================] - 0s 34us/step - loss: 6724.2979 - mean_absolute_error: 58.6831 - val_loss: 11361.5505 - val_mean_absolute_error: 73.5260 Epoch 777/5000 148/148 [==============================] - 0s 20us/step - loss: 6722.6182 - mean_absolute_error: 58.6759 - val_loss: 11359.4981 - val_mean_absolute_error: 73.5165 Epoch 778/5000 148/148 [==============================] - 0s 20us/step - loss: 6720.9360 - mean_absolute_error: 58.6687 - val_loss: 11357.4487 - val_mean_absolute_error: 73.5070 Epoch 779/5000 148/148 [==============================] - 0s 27us/step - loss: 6719.2563 - mean_absolute_error: 58.6615 - val_loss: 11355.4090 - val_mean_absolute_error: 73.4975 Epoch 780/5000 148/148 [==============================] - 0s 34us/step - loss: 6717.5830 - mean_absolute_error: 58.6544 - val_loss: 11353.3780 - val_mean_absolute_error: 73.4881 Epoch 781/5000 148/148 [==============================] - 0s 27us/step - loss: 6715.9072 - mean_absolute_error: 58.6472 - val_loss: 11351.3465 - val_mean_absolute_error: 73.4787 Epoch 782/5000 148/148 [==============================] - 0s 20us/step - loss: 6714.2314 - mean_absolute_error: 58.6400 - val_loss: 11349.3155 - val_mean_absolute_error: 73.4693 Epoch 783/5000 148/148 [==============================] - 0s 27us/step - loss: 6712.5522 - mean_absolute_error: 58.6327 - val_loss: 11347.3008 - val_mean_absolute_error: 73.4599 Epoch 784/5000 148/148 [==============================] - 0s 27us/step - loss: 6710.8823 - mean_absolute_error: 58.6253 - val_loss: 11345.2906 - val_mean_absolute_error: 73.4505 Epoch 785/5000 148/148 [==============================] - 0s 27us/step - loss: 6709.2104 - mean_absolute_error: 58.6179 - val_loss: 11343.2703 - val_mean_absolute_error: 73.4410 Epoch 786/5000 148/148 [==============================] - 0s 34us/step - loss: 6707.5376 - mean_absolute_error: 58.6105 - val_loss: 11341.2431 - val_mean_absolute_error: 73.4315 Epoch 787/5000 148/148 [==============================] - 0s 27us/step - loss: 6705.8667 - mean_absolute_error: 58.6033 - val_loss: 11339.2222 - val_mean_absolute_error: 73.4221 Epoch 788/5000 148/148 [==============================] - 0s 20us/step - loss: 6704.1943 - mean_absolute_error: 58.5960 - val_loss: 11337.2022 - val_mean_absolute_error: 73.4127 Epoch 789/5000 148/148 [==============================] - 0s 20us/step - loss: 6702.5200 - mean_absolute_error: 58.5889 - val_loss: 11335.1853 - val_mean_absolute_error: 73.4034 Epoch 790/5000 148/148 [==============================] - 0s 27us/step - loss: 6700.8452 - mean_absolute_error: 58.5817 - val_loss: 11333.1745 - val_mean_absolute_error: 73.3940 Epoch 791/5000 148/148 [==============================] - 0s 27us/step - loss: 6699.1787 - mean_absolute_error: 58.5745 - val_loss: 11331.1640 - val_mean_absolute_error: 73.3847 Epoch 792/5000 148/148 [==============================] - 0s 20us/step - loss: 6697.5098 - mean_absolute_error: 58.5672 - val_loss: 11329.1502 - val_mean_absolute_error: 73.3754 Epoch 793/5000 148/148 [==============================] - 0s 27us/step - loss: 6695.8418 - mean_absolute_error: 58.5598 - val_loss: 11327.1367 - val_mean_absolute_error: 73.3660 Epoch 794/5000 148/148 [==============================] - 0s 20us/step - loss: 6694.1738 - mean_absolute_error: 58.5525 - val_loss: 11325.1342 - val_mean_absolute_error: 73.3567 Epoch 795/5000 148/148 [==============================] - 0s 20us/step - loss: 6692.5073 - mean_absolute_error: 58.5453 - val_loss: 11323.1366 - val_mean_absolute_error: 73.3473 Epoch 796/5000 148/148 [==============================] - 0s 27us/step - loss: 6690.8452 - mean_absolute_error: 58.5380 - val_loss: 11321.1356 - val_mean_absolute_error: 73.3380 Epoch 797/5000 148/148 [==============================] - 0s 27us/step - loss: 6689.1782 - mean_absolute_error: 58.5307 - val_loss: 11319.1373 - val_mean_absolute_error: 73.3287 Epoch 798/5000 148/148 [==============================] - 0s 34us/step - loss: 6687.5142 - mean_absolute_error: 58.5233 - val_loss: 11317.1359 - val_mean_absolute_error: 73.3194 Epoch 799/5000 148/148 [==============================] - 0s 27us/step - loss: 6685.8516 - mean_absolute_error: 58.5159 - val_loss: 11315.1430 - val_mean_absolute_error: 73.3101 Epoch 800/5000 148/148 [==============================] - 0s 27us/step - loss: 6684.1919 - mean_absolute_error: 58.5086 - val_loss: 11313.1499 - val_mean_absolute_error: 73.3008 Epoch 801/5000 148/148 [==============================] - 0s 27us/step - loss: 6682.5327 - mean_absolute_error: 58.5014 - val_loss: 11311.1507 - val_mean_absolute_error: 73.2914 Epoch 802/5000 148/148 [==============================] - 0s 20us/step - loss: 6680.8711 - mean_absolute_error: 58.4941 - val_loss: 11309.1470 - val_mean_absolute_error: 73.2821 Epoch 803/5000 148/148 [==============================] - 0s 27us/step - loss: 6679.2080 - mean_absolute_error: 58.4868 - val_loss: 11307.1379 - val_mean_absolute_error: 73.2728 Epoch 804/5000 148/148 [==============================] - 0s 27us/step - loss: 6677.5503 - mean_absolute_error: 58.4799 - val_loss: 11305.1382 - val_mean_absolute_error: 73.2635 Epoch 805/5000 148/148 [==============================] - 0s 27us/step - loss: 6675.8926 - mean_absolute_error: 58.4731 - val_loss: 11303.1520 - val_mean_absolute_error: 73.2543 Epoch 806/5000 148/148 [==============================] - 0s 27us/step - loss: 6674.2368 - mean_absolute_error: 58.4663 - val_loss: 11301.1819 - val_mean_absolute_error: 73.2451 Epoch 807/5000 148/148 [==============================] - 0s 27us/step - loss: 6672.5786 - mean_absolute_error: 58.4594 - val_loss: 11299.2194 - val_mean_absolute_error: 73.2358 Epoch 808/5000 148/148 [==============================] - 0s 20us/step - loss: 6670.9258 - mean_absolute_error: 58.4524 - val_loss: 11297.2541 - val_mean_absolute_error: 73.2266 Epoch 809/5000 148/148 [==============================] - 0s 27us/step - loss: 6669.2739 - mean_absolute_error: 58.4454 - val_loss: 11295.2904 - val_mean_absolute_error: 73.2174 Epoch 810/5000 148/148 [==============================] - 0s 27us/step - loss: 6667.6172 - mean_absolute_error: 58.4383 - val_loss: 11293.3216 - val_mean_absolute_error: 73.2082 Epoch 811/5000 148/148 [==============================] - 0s 27us/step - loss: 6665.9658 - mean_absolute_error: 58.4313 - val_loss: 11291.3470 - val_mean_absolute_error: 73.1991 Epoch 812/5000 148/148 [==============================] - 0s 34us/step - loss: 6664.3120 - mean_absolute_error: 58.4244 - val_loss: 11289.3705 - val_mean_absolute_error: 73.1899 Epoch 813/5000 148/148 [==============================] - 0s 27us/step - loss: 6662.6548 - mean_absolute_error: 58.4175 - val_loss: 11287.3860 - val_mean_absolute_error: 73.1807 Epoch 814/5000 148/148 [==============================] - 0s 27us/step - loss: 6661.0054 - mean_absolute_error: 58.4106 - val_loss: 11285.3972 - val_mean_absolute_error: 73.1714 Epoch 815/5000 148/148 [==============================] - 0s 27us/step - loss: 6659.3516 - mean_absolute_error: 58.4037 - val_loss: 11283.4131 - val_mean_absolute_error: 73.1622 Epoch 816/5000 148/148 [==============================] - 0s 27us/step - loss: 6657.7002 - mean_absolute_error: 58.3968 - val_loss: 11281.4418 - val_mean_absolute_error: 73.1530 Epoch 817/5000 148/148 [==============================] - 0s 34us/step - loss: 6656.0483 - mean_absolute_error: 58.3898 - val_loss: 11279.4716 - val_mean_absolute_error: 73.1438 Epoch 818/5000 148/148 [==============================] - 0s 27us/step - loss: 6654.4014 - mean_absolute_error: 58.3828 - val_loss: 11277.5048 - val_mean_absolute_error: 73.1346 Epoch 819/5000 148/148 [==============================] - 0s 27us/step - loss: 6652.7510 - mean_absolute_error: 58.3758 - val_loss: 11275.5492 - val_mean_absolute_error: 73.1254 Epoch 820/5000 148/148 [==============================] - 0s 27us/step - loss: 6651.1025 - mean_absolute_error: 58.3688 - val_loss: 11273.5930 - val_mean_absolute_error: 73.1163 Epoch 821/5000 148/148 [==============================] - 0s 27us/step - loss: 6649.4556 - mean_absolute_error: 58.3618 - val_loss: 11271.6261 - val_mean_absolute_error: 73.1071 Epoch 822/5000 148/148 [==============================] - 0s 27us/step - loss: 6647.8154 - mean_absolute_error: 58.3547 - val_loss: 11269.6693 - val_mean_absolute_error: 73.0980 Epoch 823/5000 148/148 [==============================] - 0s 20us/step - loss: 6646.1699 - mean_absolute_error: 58.3477 - val_loss: 11267.6923 - val_mean_absolute_error: 73.0888 Epoch 824/5000 148/148 [==============================] - 0s 34us/step - loss: 6644.5229 - mean_absolute_error: 58.3407 - val_loss: 11265.6976 - val_mean_absolute_error: 73.0796 Epoch 825/5000 148/148 [==============================] - 0s 27us/step - loss: 6642.8789 - mean_absolute_error: 58.3338 - val_loss: 11263.6856 - val_mean_absolute_error: 73.0703 Epoch 826/5000 148/148 [==============================] - 0s 27us/step - loss: 6641.2354 - mean_absolute_error: 58.3268 - val_loss: 11261.6629 - val_mean_absolute_error: 73.0610 Epoch 827/5000 148/148 [==============================] - 0s 34us/step - loss: 6639.5923 - mean_absolute_error: 58.3198 - val_loss: 11259.6425 - val_mean_absolute_error: 73.0517 Epoch 828/5000 148/148 [==============================] - 0s 27us/step - loss: 6637.9561 - mean_absolute_error: 58.3128 - val_loss: 11257.6374 - val_mean_absolute_error: 73.0425 Epoch 829/5000 148/148 [==============================] - 0s 20us/step - loss: 6636.3149 - mean_absolute_error: 58.3058 - val_loss: 11255.6449 - val_mean_absolute_error: 73.0333 Epoch 830/5000 148/148 [==============================] - 0s 27us/step - loss: 6634.6729 - mean_absolute_error: 58.2988 - val_loss: 11253.6642 - val_mean_absolute_error: 73.0241 Epoch 831/5000 148/148 [==============================] - 0s 27us/step - loss: 6633.0342 - mean_absolute_error: 58.2917 - val_loss: 11251.6749 - val_mean_absolute_error: 73.0150 Epoch 832/5000 148/148 [==============================] - 0s 34us/step - loss: 6631.3936 - mean_absolute_error: 58.2846 - val_loss: 11249.6763 - val_mean_absolute_error: 73.0058 Epoch 833/5000 148/148 [==============================] - 0s 27us/step - loss: 6629.7549 - mean_absolute_error: 58.2776 - val_loss: 11247.6875 - val_mean_absolute_error: 72.9965 Epoch 834/5000 148/148 [==============================] - 0s 20us/step - loss: 6628.1187 - mean_absolute_error: 58.2706 - val_loss: 11245.7055 - val_mean_absolute_error: 72.9873 Epoch 835/5000 148/148 [==============================] - 0s 27us/step - loss: 6626.4854 - mean_absolute_error: 58.2636 - val_loss: 11243.7201 - val_mean_absolute_error: 72.9781 Epoch 836/5000 148/148 [==============================] - 0s 20us/step - loss: 6624.8477 - mean_absolute_error: 58.2565 - val_loss: 11241.7366 - val_mean_absolute_error: 72.9689 Epoch 837/5000 148/148 [==============================] - 0s 27us/step - loss: 6623.2109 - mean_absolute_error: 58.2494 - val_loss: 11239.7467 - val_mean_absolute_error: 72.9598 Epoch 838/5000 148/148 [==============================] - 0s 27us/step - loss: 6621.5796 - mean_absolute_error: 58.2422 - val_loss: 11237.7484 - val_mean_absolute_error: 72.9506 Epoch 839/5000 148/148 [==============================] - 0s 27us/step - loss: 6619.9473 - mean_absolute_error: 58.2351 - val_loss: 11235.7505 - val_mean_absolute_error: 72.9413 Epoch 840/5000 148/148 [==============================] - 0s 27us/step - loss: 6618.3149 - mean_absolute_error: 58.2281 - val_loss: 11233.7670 - val_mean_absolute_error: 72.9321 Epoch 841/5000 148/148 [==============================] - 0s 20us/step - loss: 6616.6821 - mean_absolute_error: 58.2210 - val_loss: 11231.7783 - val_mean_absolute_error: 72.9228 Epoch 842/5000 148/148 [==============================] - 0s 27us/step - loss: 6615.0488 - mean_absolute_error: 58.2140 - val_loss: 11229.7887 - val_mean_absolute_error: 72.9137 Epoch 843/5000 148/148 [==============================] - 0s 27us/step - loss: 6613.4199 - mean_absolute_error: 58.2070 - val_loss: 11227.8130 - val_mean_absolute_error: 72.9045 Epoch 844/5000 148/148 [==============================] - 0s 27us/step - loss: 6611.7930 - mean_absolute_error: 58.1999 - val_loss: 11225.8441 - val_mean_absolute_error: 72.8954 Epoch 845/5000 148/148 [==============================] - 0s 20us/step - loss: 6610.1621 - mean_absolute_error: 58.1928 - val_loss: 11223.8788 - val_mean_absolute_error: 72.8864 Epoch 846/5000 148/148 [==============================] - 0s 27us/step - loss: 6608.5312 - mean_absolute_error: 58.1855 - val_loss: 11221.9237 - val_mean_absolute_error: 72.8772 Epoch 847/5000 148/148 [==============================] - 0s 27us/step - loss: 6606.9038 - mean_absolute_error: 58.1783 - val_loss: 11219.9664 - val_mean_absolute_error: 72.8681 Epoch 848/5000 148/148 [==============================] - 0s 27us/step - loss: 6605.2725 - mean_absolute_error: 58.1712 - val_loss: 11217.9920 - val_mean_absolute_error: 72.8589 Epoch 849/5000 148/148 [==============================] - 0s 27us/step - loss: 6603.6460 - mean_absolute_error: 58.1641 - val_loss: 11216.0096 - val_mean_absolute_error: 72.8498 Epoch 850/5000 148/148 [==============================] - 0s 27us/step - loss: 6602.0195 - mean_absolute_error: 58.1570 - val_loss: 11214.0258 - val_mean_absolute_error: 72.8406 Epoch 851/5000 148/148 [==============================] - 0s 27us/step - loss: 6600.3984 - mean_absolute_error: 58.1498 - val_loss: 11212.0542 - val_mean_absolute_error: 72.8315 Epoch 852/5000 148/148 [==============================] - 0s 34us/step - loss: 6598.7842 - mean_absolute_error: 58.1428 - val_loss: 11210.1005 - val_mean_absolute_error: 72.8224 Epoch 853/5000 148/148 [==============================] - 0s 27us/step - loss: 6597.1675 - mean_absolute_error: 58.1357 - val_loss: 11208.1617 - val_mean_absolute_error: 72.8133 Epoch 854/5000 148/148 [==============================] - 0s 20us/step - loss: 6595.5542 - mean_absolute_error: 58.1287 - val_loss: 11206.2343 - val_mean_absolute_error: 72.8042 Epoch 855/5000 148/148 [==============================] - 0s 27us/step - loss: 6593.9468 - mean_absolute_error: 58.1215 - val_loss: 11204.2960 - val_mean_absolute_error: 72.7951 Epoch 856/5000 148/148 [==============================] - 0s 20us/step - loss: 6592.3330 - mean_absolute_error: 58.1143 - val_loss: 11202.3574 - val_mean_absolute_error: 72.7860 Epoch 857/5000 148/148 [==============================] - 0s 20us/step - loss: 6590.7236 - mean_absolute_error: 58.1072 - val_loss: 11200.4252 - val_mean_absolute_error: 72.7769 Epoch 858/5000 148/148 [==============================] - 0s 27us/step - loss: 6589.1104 - mean_absolute_error: 58.1001 - val_loss: 11198.4958 - val_mean_absolute_error: 72.7679 Epoch 859/5000 148/148 [==============================] - 0s 20us/step - loss: 6587.5083 - mean_absolute_error: 58.0930 - val_loss: 11196.5796 - val_mean_absolute_error: 72.7589 Epoch 860/5000 148/148 [==============================] - 0s 20us/step - loss: 6585.9048 - mean_absolute_error: 58.0859 - val_loss: 11194.6821 - val_mean_absolute_error: 72.7498 Epoch 861/5000 148/148 [==============================] - 0s 20us/step - loss: 6584.2930 - mean_absolute_error: 58.0786 - val_loss: 11192.7833 - val_mean_absolute_error: 72.7407 Epoch 862/5000 148/148 [==============================] - 0s 34us/step - loss: 6582.6895 - mean_absolute_error: 58.0713 - val_loss: 11190.8698 - val_mean_absolute_error: 72.7316 Epoch 863/5000 148/148 [==============================] - 0s 20us/step - loss: 6581.0947 - mean_absolute_error: 58.0642 - val_loss: 11188.9486 - val_mean_absolute_error: 72.7225 Epoch 864/5000 148/148 [==============================] - 0s 27us/step - loss: 6579.4951 - mean_absolute_error: 58.0571 - val_loss: 11187.0301 - val_mean_absolute_error: 72.7134 Epoch 865/5000 148/148 [==============================] - 0s 20us/step - loss: 6577.8950 - mean_absolute_error: 58.0500 - val_loss: 11185.1217 - val_mean_absolute_error: 72.7043 Epoch 866/5000 148/148 [==============================] - 0s 27us/step - loss: 6576.2930 - mean_absolute_error: 58.0429 - val_loss: 11183.2077 - val_mean_absolute_error: 72.6952 Epoch 867/5000 148/148 [==============================] - 0s 20us/step - loss: 6574.6963 - mean_absolute_error: 58.0359 - val_loss: 11181.2753 - val_mean_absolute_error: 72.6862 Epoch 868/5000 148/148 [==============================] - 0s 34us/step - loss: 6573.0972 - mean_absolute_error: 58.0288 - val_loss: 11179.3616 - val_mean_absolute_error: 72.6772 Epoch 869/5000 148/148 [==============================] - 0s 34us/step - loss: 6571.5059 - mean_absolute_error: 58.0216 - val_loss: 11177.4624 - val_mean_absolute_error: 72.6682 Epoch 870/5000 148/148 [==============================] - 0s 27us/step - loss: 6569.9082 - mean_absolute_error: 58.0143 - val_loss: 11175.5603 - val_mean_absolute_error: 72.6592 Epoch 871/5000 148/148 [==============================] - 0s 20us/step - loss: 6568.3149 - mean_absolute_error: 58.0071 - val_loss: 11173.6653 - val_mean_absolute_error: 72.6501 Epoch 872/5000 148/148 [==============================] - 0s 20us/step - loss: 6566.7192 - mean_absolute_error: 58.0000 - val_loss: 11171.7534 - val_mean_absolute_error: 72.6409 Epoch 873/5000 148/148 [==============================] - 0s 27us/step - loss: 6565.1274 - mean_absolute_error: 57.9929 - val_loss: 11169.8342 - val_mean_absolute_error: 72.6318 Epoch 874/5000 148/148 [==============================] - 0s 27us/step - loss: 6563.5342 - mean_absolute_error: 57.9858 - val_loss: 11167.9211 - val_mean_absolute_error: 72.6227 Epoch 875/5000 148/148 [==============================] - 0s 27us/step - loss: 6561.9453 - mean_absolute_error: 57.9786 - val_loss: 11166.0286 - val_mean_absolute_error: 72.6137 Epoch 876/5000 148/148 [==============================] - 0s 34us/step - loss: 6560.3545 - mean_absolute_error: 57.9714 - val_loss: 11164.1394 - val_mean_absolute_error: 72.6047 Epoch 877/5000 148/148 [==============================] - 0s 20us/step - loss: 6558.7607 - mean_absolute_error: 57.9642 - val_loss: 11162.2397 - val_mean_absolute_error: 72.5956 Epoch 878/5000 148/148 [==============================] - 0s 27us/step - loss: 6557.1763 - mean_absolute_error: 57.9571 - val_loss: 11160.3279 - val_mean_absolute_error: 72.5866 Epoch 879/5000 148/148 [==============================] - 0s 27us/step - loss: 6555.5898 - mean_absolute_error: 57.9500 - val_loss: 11158.4259 - val_mean_absolute_error: 72.5776 Epoch 880/5000 148/148 [==============================] - 0s 27us/step - loss: 6554.0020 - mean_absolute_error: 57.9427 - val_loss: 11156.5369 - val_mean_absolute_error: 72.5685 Epoch 881/5000 148/148 [==============================] - 0s 27us/step - loss: 6552.4141 - mean_absolute_error: 57.9355 - val_loss: 11154.6474 - val_mean_absolute_error: 72.5594 Epoch 882/5000 148/148 [==============================] - 0s 34us/step - loss: 6550.8262 - mean_absolute_error: 57.9283 - val_loss: 11152.7698 - val_mean_absolute_error: 72.5504 Epoch 883/5000 148/148 [==============================] - 0s 20us/step - loss: 6549.2388 - mean_absolute_error: 57.9210 - val_loss: 11150.8987 - val_mean_absolute_error: 72.5414 Epoch 884/5000 148/148 [==============================] - 0s 34us/step - loss: 6547.6558 - mean_absolute_error: 57.9138 - val_loss: 11149.0185 - val_mean_absolute_error: 72.5325 Epoch 885/5000 148/148 [==============================] - 0s 27us/step - loss: 6546.0703 - mean_absolute_error: 57.9066 - val_loss: 11147.1298 - val_mean_absolute_error: 72.5235 Epoch 886/5000 148/148 [==============================] - 0s 27us/step - loss: 6544.4829 - mean_absolute_error: 57.8994 - val_loss: 11145.2247 - val_mean_absolute_error: 72.5146 Epoch 887/5000 148/148 [==============================] - 0s 27us/step - loss: 6542.8940 - mean_absolute_error: 57.8922 - val_loss: 11143.3344 - val_mean_absolute_error: 72.5057 Epoch 888/5000 148/148 [==============================] - 0s 27us/step - loss: 6541.3130 - mean_absolute_error: 57.8850 - val_loss: 11141.4559 - val_mean_absolute_error: 72.4967 Epoch 889/5000 148/148 [==============================] - 0s 34us/step - loss: 6539.7295 - mean_absolute_error: 57.8777 - val_loss: 11139.5933 - val_mean_absolute_error: 72.4878 Epoch 890/5000 148/148 [==============================] - 0s 27us/step - loss: 6538.1475 - mean_absolute_error: 57.8704 - val_loss: 11137.7223 - val_mean_absolute_error: 72.4788 Epoch 891/5000 148/148 [==============================] - 0s 27us/step - loss: 6536.5664 - mean_absolute_error: 57.8631 - val_loss: 11135.8607 - val_mean_absolute_error: 72.4699 Epoch 892/5000 148/148 [==============================] - 0s 34us/step - loss: 6534.9976 - mean_absolute_error: 57.8559 - val_loss: 11133.9990 - val_mean_absolute_error: 72.4610 Epoch 893/5000 148/148 [==============================] - 0s 20us/step - loss: 6533.4263 - mean_absolute_error: 57.8487 - val_loss: 11132.1346 - val_mean_absolute_error: 72.4521 Epoch 894/5000 148/148 [==============================] - 0s 27us/step - loss: 6531.8589 - mean_absolute_error: 57.8414 - val_loss: 11130.2676 - val_mean_absolute_error: 72.4431 Epoch 895/5000 148/148 [==============================] - 0s 27us/step - loss: 6530.2920 - mean_absolute_error: 57.8342 - val_loss: 11128.4169 - val_mean_absolute_error: 72.4341 Epoch 896/5000 148/148 [==============================] - 0s 20us/step - loss: 6528.7202 - mean_absolute_error: 57.8270 - val_loss: 11126.5781 - val_mean_absolute_error: 72.4251 Epoch 897/5000 148/148 [==============================] - 0s 27us/step - loss: 6527.1587 - mean_absolute_error: 57.8199 - val_loss: 11124.7374 - val_mean_absolute_error: 72.4161 Epoch 898/5000 148/148 [==============================] - 0s 34us/step - loss: 6525.5903 - mean_absolute_error: 57.8126 - val_loss: 11122.8930 - val_mean_absolute_error: 72.4072 Epoch 899/5000 148/148 [==============================] - 0s 27us/step - loss: 6524.0225 - mean_absolute_error: 57.8053 - val_loss: 11121.0419 - val_mean_absolute_error: 72.3983 Epoch 900/5000 148/148 [==============================] - 0s 27us/step - loss: 6522.4614 - mean_absolute_error: 57.7980 - val_loss: 11119.1907 - val_mean_absolute_error: 72.3893 Epoch 901/5000 148/148 [==============================] - 0s 27us/step - loss: 6520.8979 - mean_absolute_error: 57.7907 - val_loss: 11117.3519 - val_mean_absolute_error: 72.3803 Epoch 902/5000 148/148 [==============================] - 0s 34us/step - loss: 6519.3359 - mean_absolute_error: 57.7835 - val_loss: 11115.5177 - val_mean_absolute_error: 72.3714 Epoch 903/5000 148/148 [==============================] - 0s 27us/step - loss: 6517.7754 - mean_absolute_error: 57.7762 - val_loss: 11113.6796 - val_mean_absolute_error: 72.3624 Epoch 904/5000 148/148 [==============================] - 0s 27us/step - loss: 6516.2114 - mean_absolute_error: 57.7689 - val_loss: 11111.8378 - val_mean_absolute_error: 72.3535 Epoch 905/5000 148/148 [==============================] - 0s 27us/step - loss: 6514.6577 - mean_absolute_error: 57.7616 - val_loss: 11110.0053 - val_mean_absolute_error: 72.3446 Epoch 906/5000 148/148 [==============================] - 0s 34us/step - loss: 6513.1030 - mean_absolute_error: 57.7543 - val_loss: 11108.1751 - val_mean_absolute_error: 72.3357 Epoch 907/5000 148/148 [==============================] - 0s 27us/step - loss: 6511.5493 - mean_absolute_error: 57.7472 - val_loss: 11106.3578 - val_mean_absolute_error: 72.3268 Epoch 908/5000 148/148 [==============================] - 0s 27us/step - loss: 6509.9932 - mean_absolute_error: 57.7400 - val_loss: 11104.5613 - val_mean_absolute_error: 72.3179 Epoch 909/5000 148/148 [==============================] - 0s 27us/step - loss: 6508.4321 - mean_absolute_error: 57.7327 - val_loss: 11102.7451 - val_mean_absolute_error: 72.3089 Epoch 910/5000 148/148 [==============================] - 0s 27us/step - loss: 6506.8853 - mean_absolute_error: 57.7255 - val_loss: 11100.9159 - val_mean_absolute_error: 72.2999 Epoch 911/5000 148/148 [==============================] - 0s 20us/step - loss: 6505.3354 - mean_absolute_error: 57.7183 - val_loss: 11099.0889 - val_mean_absolute_error: 72.2910 Epoch 912/5000 148/148 [==============================] - 0s 27us/step - loss: 6503.7837 - mean_absolute_error: 57.7111 - val_loss: 11097.2654 - val_mean_absolute_error: 72.2821 Epoch 913/5000 148/148 [==============================] - 0s 34us/step - loss: 6502.2300 - mean_absolute_error: 57.7037 - val_loss: 11095.4617 - val_mean_absolute_error: 72.2733 Epoch 914/5000 148/148 [==============================] - 0s 27us/step - loss: 6500.6836 - mean_absolute_error: 57.6963 - val_loss: 11093.6620 - val_mean_absolute_error: 72.2644 Epoch 915/5000 148/148 [==============================] - 0s 27us/step - loss: 6499.1372 - mean_absolute_error: 57.6890 - val_loss: 11091.8497 - val_mean_absolute_error: 72.2555 Epoch 916/5000 148/148 [==============================] - 0s 27us/step - loss: 6497.5879 - mean_absolute_error: 57.6818 - val_loss: 11090.0239 - val_mean_absolute_error: 72.2466 Epoch 917/5000 148/148 [==============================] - 0s 27us/step - loss: 6496.0430 - mean_absolute_error: 57.6746 - val_loss: 11088.1984 - val_mean_absolute_error: 72.2377 Epoch 918/5000 148/148 [==============================] - 0s 27us/step - loss: 6494.4941 - mean_absolute_error: 57.6675 - val_loss: 11086.3752 - val_mean_absolute_error: 72.2287 Epoch 919/5000 148/148 [==============================] - 0s 34us/step - loss: 6492.9429 - mean_absolute_error: 57.6603 - val_loss: 11084.5716 - val_mean_absolute_error: 72.2197 Epoch 920/5000 148/148 [==============================] - 0s 27us/step - loss: 6491.3999 - mean_absolute_error: 57.6533 - val_loss: 11082.7630 - val_mean_absolute_error: 72.2108 Epoch 921/5000 148/148 [==============================] - 0s 27us/step - loss: 6489.8574 - mean_absolute_error: 57.6463 - val_loss: 11080.9622 - val_mean_absolute_error: 72.2019 Epoch 922/5000 148/148 [==============================] - 0s 27us/step - loss: 6488.3135 - mean_absolute_error: 57.6393 - val_loss: 11079.1661 - val_mean_absolute_error: 72.1931 Epoch 923/5000 148/148 [==============================] - 0s 27us/step - loss: 6486.7725 - mean_absolute_error: 57.6323 - val_loss: 11077.3636 - val_mean_absolute_error: 72.1842 Epoch 924/5000 148/148 [==============================] - 0s 27us/step - loss: 6485.2285 - mean_absolute_error: 57.6254 - val_loss: 11075.5737 - val_mean_absolute_error: 72.1754 Epoch 925/5000 148/148 [==============================] - 0s 34us/step - loss: 6483.6948 - mean_absolute_error: 57.6185 - val_loss: 11073.7740 - val_mean_absolute_error: 72.1666 Epoch 926/5000 148/148 [==============================] - 0s 20us/step - loss: 6482.1606 - mean_absolute_error: 57.6116 - val_loss: 11071.9842 - val_mean_absolute_error: 72.1577 Epoch 927/5000 148/148 [==============================] - 0s 27us/step - loss: 6480.6299 - mean_absolute_error: 57.6047 - val_loss: 11070.1945 - val_mean_absolute_error: 72.1489 Epoch 928/5000 148/148 [==============================] - 0s 27us/step - loss: 6479.0986 - mean_absolute_error: 57.5978 - val_loss: 11068.4028 - val_mean_absolute_error: 72.1400 Epoch 929/5000 148/148 [==============================] - 0s 27us/step - loss: 6477.5732 - mean_absolute_error: 57.5909 - val_loss: 11066.5942 - val_mean_absolute_error: 72.1311 Epoch 930/5000 148/148 [==============================] - 0s 27us/step - loss: 6476.0449 - mean_absolute_error: 57.5840 - val_loss: 11064.8012 - val_mean_absolute_error: 72.1224 Epoch 931/5000 148/148 [==============================] - 0s 34us/step - loss: 6474.5171 - mean_absolute_error: 57.5771 - val_loss: 11063.0248 - val_mean_absolute_error: 72.1137 Epoch 932/5000 148/148 [==============================] - 0s 20us/step - loss: 6472.9897 - mean_absolute_error: 57.5701 - val_loss: 11061.2446 - val_mean_absolute_error: 72.1049 Epoch 933/5000 148/148 [==============================] - 0s 34us/step - loss: 6471.4658 - mean_absolute_error: 57.5631 - val_loss: 11059.4570 - val_mean_absolute_error: 72.0960 Epoch 934/5000 148/148 [==============================] - 0s 27us/step - loss: 6469.9419 - mean_absolute_error: 57.5562 - val_loss: 11057.6714 - val_mean_absolute_error: 72.0872 Epoch 935/5000 148/148 [==============================] - 0s 27us/step - loss: 6468.4229 - mean_absolute_error: 57.5494 - val_loss: 11055.9019 - val_mean_absolute_error: 72.0785 Epoch 936/5000 148/148 [==============================] - 0s 27us/step - loss: 6466.8994 - mean_absolute_error: 57.5425 - val_loss: 11054.1505 - val_mean_absolute_error: 72.0698 Epoch 937/5000 148/148 [==============================] - 0s 20us/step - loss: 6465.3740 - mean_absolute_error: 57.5355 - val_loss: 11052.3969 - val_mean_absolute_error: 72.0612 Epoch 938/5000 148/148 [==============================] - 0s 27us/step - loss: 6463.8545 - mean_absolute_error: 57.5284 - val_loss: 11050.6452 - val_mean_absolute_error: 72.0525 Epoch 939/5000 148/148 [==============================] - 0s 27us/step - loss: 6462.3335 - mean_absolute_error: 57.5214 - val_loss: 11048.8981 - val_mean_absolute_error: 72.0437 Epoch 940/5000 148/148 [==============================] - 0s 20us/step - loss: 6460.8193 - mean_absolute_error: 57.5144 - val_loss: 11047.1461 - val_mean_absolute_error: 72.0350 Epoch 941/5000 148/148 [==============================] - 0s 27us/step - loss: 6459.2876 - mean_absolute_error: 57.5074 - val_loss: 11045.3826 - val_mean_absolute_error: 72.0263 Epoch 942/5000 148/148 [==============================] - 0s 27us/step - loss: 6457.7520 - mean_absolute_error: 57.5003 - val_loss: 11043.5965 - val_mean_absolute_error: 72.0175 Epoch 943/5000 148/148 [==============================] - 0s 27us/step - loss: 6456.2227 - mean_absolute_error: 57.4933 - val_loss: 11041.8014 - val_mean_absolute_error: 72.0088 Epoch 944/5000 148/148 [==============================] - 0s 34us/step - loss: 6454.6938 - mean_absolute_error: 57.4863 - val_loss: 11040.0144 - val_mean_absolute_error: 72.0001 Epoch 945/5000 148/148 [==============================] - 0s 27us/step - loss: 6453.1660 - mean_absolute_error: 57.4792 - val_loss: 11038.2389 - val_mean_absolute_error: 71.9914 Epoch 946/5000 148/148 [==============================] - 0s 27us/step - loss: 6451.6323 - mean_absolute_error: 57.4721 - val_loss: 11036.4690 - val_mean_absolute_error: 71.9826 Epoch 947/5000 148/148 [==============================] - 0s 27us/step - loss: 6450.1084 - mean_absolute_error: 57.4649 - val_loss: 11034.6909 - val_mean_absolute_error: 71.9738 Epoch 948/5000 148/148 [==============================] - 0s 27us/step - loss: 6448.5820 - mean_absolute_error: 57.4578 - val_loss: 11032.8997 - val_mean_absolute_error: 71.9650 Epoch 949/5000 148/148 [==============================] - 0s 27us/step - loss: 6447.0518 - mean_absolute_error: 57.4508 - val_loss: 11031.1099 - val_mean_absolute_error: 71.9563 Epoch 950/5000 148/148 [==============================] - 0s 27us/step - loss: 6445.5171 - mean_absolute_error: 57.4438 - val_loss: 11029.3226 - val_mean_absolute_error: 71.9475 Epoch 951/5000 148/148 [==============================] - 0s 27us/step - loss: 6443.9902 - mean_absolute_error: 57.4368 - val_loss: 11027.5326 - val_mean_absolute_error: 71.9388 Epoch 952/5000 148/148 [==============================] - 0s 27us/step - loss: 6442.4668 - mean_absolute_error: 57.4298 - val_loss: 11025.7610 - val_mean_absolute_error: 71.9301 Epoch 953/5000 148/148 [==============================] - 0s 34us/step - loss: 6440.9360 - mean_absolute_error: 57.4227 - val_loss: 11024.0038 - val_mean_absolute_error: 71.9213 Epoch 954/5000 148/148 [==============================] - 0s 27us/step - loss: 6439.4146 - mean_absolute_error: 57.4156 - val_loss: 11022.2480 - val_mean_absolute_error: 71.9126 Epoch 955/5000 148/148 [==============================] - 0s 27us/step - loss: 6437.8921 - mean_absolute_error: 57.4085 - val_loss: 11020.4922 - val_mean_absolute_error: 71.9039 Epoch 956/5000 148/148 [==============================] - 0s 20us/step - loss: 6436.3643 - mean_absolute_error: 57.4015 - val_loss: 11018.7288 - val_mean_absolute_error: 71.8952 Epoch 957/5000 148/148 [==============================] - 0s 27us/step - loss: 6434.8389 - mean_absolute_error: 57.3945 - val_loss: 11016.9639 - val_mean_absolute_error: 71.8866 Epoch 958/5000 148/148 [==============================] - 0s 27us/step - loss: 6433.3228 - mean_absolute_error: 57.3876 - val_loss: 11015.1978 - val_mean_absolute_error: 71.8780 Epoch 959/5000 148/148 [==============================] - 0s 27us/step - loss: 6431.8027 - mean_absolute_error: 57.3806 - val_loss: 11013.4176 - val_mean_absolute_error: 71.8694 Epoch 960/5000 148/148 [==============================] - 0s 20us/step - loss: 6430.2812 - mean_absolute_error: 57.3736 - val_loss: 11011.6519 - val_mean_absolute_error: 71.8608 Epoch 961/5000 148/148 [==============================] - 0s 27us/step - loss: 6428.7612 - mean_absolute_error: 57.3664 - val_loss: 11009.8910 - val_mean_absolute_error: 71.8522 Epoch 962/5000 148/148 [==============================] - 0s 34us/step - loss: 6427.2451 - mean_absolute_error: 57.3594 - val_loss: 11008.1460 - val_mean_absolute_error: 71.8436 Epoch 963/5000 148/148 [==============================] - 0s 27us/step - loss: 6425.7280 - mean_absolute_error: 57.3523 - val_loss: 11006.4080 - val_mean_absolute_error: 71.8350 Epoch 964/5000 148/148 [==============================] - 0s 27us/step - loss: 6424.2095 - mean_absolute_error: 57.3453 - val_loss: 11004.6667 - val_mean_absolute_error: 71.8263 Epoch 965/5000 148/148 [==============================] - 0s 27us/step - loss: 6422.6904 - mean_absolute_error: 57.3383 - val_loss: 11002.9208 - val_mean_absolute_error: 71.8177 Epoch 966/5000 148/148 [==============================] - 0s 27us/step - loss: 6421.1816 - mean_absolute_error: 57.3313 - val_loss: 11001.1729 - val_mean_absolute_error: 71.8091 Epoch 967/5000 148/148 [==============================] - 0s 34us/step - loss: 6419.6631 - mean_absolute_error: 57.3242 - val_loss: 10999.4261 - val_mean_absolute_error: 71.8005 Epoch 968/5000 148/148 [==============================] - 0s 20us/step - loss: 6418.1440 - mean_absolute_error: 57.3171 - val_loss: 10997.6756 - val_mean_absolute_error: 71.7919 Epoch 969/5000 148/148 [==============================] - 0s 34us/step - loss: 6416.6328 - mean_absolute_error: 57.3099 - val_loss: 10995.9283 - val_mean_absolute_error: 71.7833 Epoch 970/5000 148/148 [==============================] - 0s 27us/step - loss: 6415.1191 - mean_absolute_error: 57.3027 - val_loss: 10994.1585 - val_mean_absolute_error: 71.7746 Epoch 971/5000 148/148 [==============================] - 0s 27us/step - loss: 6413.6025 - mean_absolute_error: 57.2957 - val_loss: 10992.3737 - val_mean_absolute_error: 71.7659 Epoch 972/5000 148/148 [==============================] - 0s 27us/step - loss: 6412.0923 - mean_absolute_error: 57.2887 - val_loss: 10990.5918 - val_mean_absolute_error: 71.7572 Epoch 973/5000 148/148 [==============================] - 0s 20us/step - loss: 6410.5806 - mean_absolute_error: 57.2817 - val_loss: 10988.8223 - val_mean_absolute_error: 71.7486 Epoch 974/5000 148/148 [==============================] - 0s 34us/step - loss: 6409.0684 - mean_absolute_error: 57.2746 - val_loss: 10987.0528 - val_mean_absolute_error: 71.7400 Epoch 975/5000 148/148 [==============================] - 0s 34us/step - loss: 6407.5596 - mean_absolute_error: 57.2675 - val_loss: 10985.2999 - val_mean_absolute_error: 71.7315 Epoch 976/5000 148/148 [==============================] - 0s 27us/step - loss: 6406.0532 - mean_absolute_error: 57.2603 - val_loss: 10983.5692 - val_mean_absolute_error: 71.7230 Epoch 977/5000 148/148 [==============================] - 0s 27us/step - loss: 6404.5386 - mean_absolute_error: 57.2532 - val_loss: 10981.8402 - val_mean_absolute_error: 71.7145 Epoch 978/5000 148/148 [==============================] - 0s 27us/step - loss: 6403.0386 - mean_absolute_error: 57.2462 - val_loss: 10980.0865 - val_mean_absolute_error: 71.7059 Epoch 979/5000 148/148 [==============================] - 0s 27us/step - loss: 6401.5342 - mean_absolute_error: 57.2391 - val_loss: 10978.3412 - val_mean_absolute_error: 71.6975 Epoch 980/5000 148/148 [==============================] - 0s 27us/step - loss: 6400.0249 - mean_absolute_error: 57.2320 - val_loss: 10976.5911 - val_mean_absolute_error: 71.6890 Epoch 981/5000 148/148 [==============================] - 0s 27us/step - loss: 6398.5171 - mean_absolute_error: 57.2248 - val_loss: 10974.8396 - val_mean_absolute_error: 71.6805 Epoch 982/5000 148/148 [==============================] - 0s 34us/step - loss: 6397.0142 - mean_absolute_error: 57.2177 - val_loss: 10973.0774 - val_mean_absolute_error: 71.6720 Epoch 983/5000 148/148 [==============================] - 0s 27us/step - loss: 6395.5103 - mean_absolute_error: 57.2106 - val_loss: 10971.3236 - val_mean_absolute_error: 71.6635 Epoch 984/5000 148/148 [==============================] - 0s 27us/step - loss: 6394.0029 - mean_absolute_error: 57.2037 - val_loss: 10969.5770 - val_mean_absolute_error: 71.6551 Epoch 985/5000 148/148 [==============================] - 0s 27us/step - loss: 6392.4956 - mean_absolute_error: 57.1967 - val_loss: 10967.8425 - val_mean_absolute_error: 71.6466 Epoch 986/5000 148/148 [==============================] - 0s 27us/step - loss: 6390.9990 - mean_absolute_error: 57.1898 - val_loss: 10966.0896 - val_mean_absolute_error: 71.6381 Epoch 987/5000 148/148 [==============================] - 0s 27us/step - loss: 6389.4966 - mean_absolute_error: 57.1827 - val_loss: 10964.3358 - val_mean_absolute_error: 71.6295 Epoch 988/5000 148/148 [==============================] - 0s 20us/step - loss: 6387.9917 - mean_absolute_error: 57.1756 - val_loss: 10962.5782 - val_mean_absolute_error: 71.6210 Epoch 989/5000 148/148 [==============================] - 0s 34us/step - loss: 6386.4961 - mean_absolute_error: 57.1684 - val_loss: 10960.8289 - val_mean_absolute_error: 71.6125 Epoch 990/5000 148/148 [==============================] - 0s 20us/step - loss: 6384.9985 - mean_absolute_error: 57.1613 - val_loss: 10959.0958 - val_mean_absolute_error: 71.6041 Epoch 991/5000 148/148 [==============================] - 0s 27us/step - loss: 6383.5015 - mean_absolute_error: 57.1542 - val_loss: 10957.3504 - val_mean_absolute_error: 71.5956 Epoch 992/5000 148/148 [==============================] - 0s 20us/step - loss: 6382.0015 - mean_absolute_error: 57.1473 - val_loss: 10955.5939 - val_mean_absolute_error: 71.5871 Epoch 993/5000 148/148 [==============================] - 0s 27us/step - loss: 6380.5020 - mean_absolute_error: 57.1404 - val_loss: 10953.8592 - val_mean_absolute_error: 71.5787 Epoch 994/5000 148/148 [==============================] - 0s 34us/step - loss: 6379.0103 - mean_absolute_error: 57.1335 - val_loss: 10952.1422 - val_mean_absolute_error: 71.5704 Epoch 995/5000 148/148 [==============================] - 0s 27us/step - loss: 6377.5142 - mean_absolute_error: 57.1265 - val_loss: 10950.4373 - val_mean_absolute_error: 71.5621 Epoch 996/5000 148/148 [==============================] - 0s 34us/step - loss: 6376.0210 - mean_absolute_error: 57.1195 - val_loss: 10948.7285 - val_mean_absolute_error: 71.5538 Epoch 997/5000 148/148 [==============================] - 0s 20us/step - loss: 6374.5244 - mean_absolute_error: 57.1124 - val_loss: 10947.0213 - val_mean_absolute_error: 71.5454 Epoch 998/5000 148/148 [==============================] - 0s 27us/step - loss: 6373.0352 - mean_absolute_error: 57.1051 - val_loss: 10945.3077 - val_mean_absolute_error: 71.5371 Epoch 999/5000 148/148 [==============================] - 0s 27us/step - loss: 6371.5483 - mean_absolute_error: 57.0980 - val_loss: 10943.5865 - val_mean_absolute_error: 71.5287 Epoch 1000/5000 148/148 [==============================] - 0s 20us/step - loss: 6370.0610 - mean_absolute_error: 57.0909 - val_loss: 10941.8596 - val_mean_absolute_error: 71.5203 Epoch 1001/5000 148/148 [==============================] - 0s 27us/step - loss: 6368.5718 - mean_absolute_error: 57.0839 - val_loss: 10940.1305 - val_mean_absolute_error: 71.5120 Epoch 1002/5000 148/148 [==============================] - 0s 20us/step - loss: 6367.0801 - mean_absolute_error: 57.0770 - val_loss: 10938.3946 - val_mean_absolute_error: 71.5036 Epoch 1003/5000 148/148 [==============================] - 0s 27us/step - loss: 6365.5884 - mean_absolute_error: 57.0701 - val_loss: 10936.6619 - val_mean_absolute_error: 71.4952 Epoch 1004/5000 148/148 [==============================] - 0s 34us/step - loss: 6364.1084 - mean_absolute_error: 57.0632 - val_loss: 10934.9425 - val_mean_absolute_error: 71.4868 Epoch 1005/5000 148/148 [==============================] - 0s 20us/step - loss: 6362.6221 - mean_absolute_error: 57.0563 - val_loss: 10933.2184 - val_mean_absolute_error: 71.4784 Epoch 1006/5000 148/148 [==============================] - 0s 34us/step - loss: 6361.1323 - mean_absolute_error: 57.0492 - val_loss: 10931.4851 - val_mean_absolute_error: 71.4700 Epoch 1007/5000 148/148 [==============================] - 0s 27us/step - loss: 6359.6450 - mean_absolute_error: 57.0421 - val_loss: 10929.7552 - val_mean_absolute_error: 71.4616 Epoch 1008/5000 148/148 [==============================] - 0s 20us/step - loss: 6358.1646 - mean_absolute_error: 57.0351 - val_loss: 10928.0344 - val_mean_absolute_error: 71.4532 Epoch 1009/5000 148/148 [==============================] - 0s 27us/step - loss: 6356.6821 - mean_absolute_error: 57.0281 - val_loss: 10926.3276 - val_mean_absolute_error: 71.4449 Epoch 1010/5000 148/148 [==============================] - 0s 27us/step - loss: 6355.1963 - mean_absolute_error: 57.0210 - val_loss: 10924.6226 - val_mean_absolute_error: 71.4366 Epoch 1011/5000 148/148 [==============================] - 0s 27us/step - loss: 6353.7148 - mean_absolute_error: 57.0140 - val_loss: 10922.9105 - val_mean_absolute_error: 71.4282 Epoch 1012/5000 148/148 [==============================] - 0s 27us/step - loss: 6352.2397 - mean_absolute_error: 57.0070 - val_loss: 10921.1893 - val_mean_absolute_error: 71.4199 Epoch 1013/5000 148/148 [==============================] - 0s 27us/step - loss: 6350.7563 - mean_absolute_error: 57.0000 - val_loss: 10919.4730 - val_mean_absolute_error: 71.4116 Epoch 1014/5000 148/148 [==============================] - 0s 27us/step - loss: 6349.2759 - mean_absolute_error: 56.9929 - val_loss: 10917.7692 - val_mean_absolute_error: 71.4034 Epoch 1015/5000 148/148 [==============================] - 0s 27us/step - loss: 6347.8018 - mean_absolute_error: 56.9858 - val_loss: 10916.0791 - val_mean_absolute_error: 71.3951 Epoch 1016/5000 148/148 [==============================] - 0s 27us/step - loss: 6346.3228 - mean_absolute_error: 56.9788 - val_loss: 10914.3876 - val_mean_absolute_error: 71.3868 Epoch 1017/5000 148/148 [==============================] - 0s 41us/step - loss: 6344.8369 - mean_absolute_error: 56.9718 - val_loss: 10912.6966 - val_mean_absolute_error: 71.3786 Epoch 1018/5000 148/148 [==============================] - 0s 27us/step - loss: 6343.3594 - mean_absolute_error: 56.9648 - val_loss: 10910.9908 - val_mean_absolute_error: 71.3704 Epoch 1019/5000 148/148 [==============================] - 0s 34us/step - loss: 6341.8750 - mean_absolute_error: 56.9577 - val_loss: 10909.2628 - val_mean_absolute_error: 71.3621 Epoch 1020/5000 148/148 [==============================] - 0s 34us/step - loss: 6340.3945 - mean_absolute_error: 56.9506 - val_loss: 10907.5339 - val_mean_absolute_error: 71.3539 Epoch 1021/5000 148/148 [==============================] - 0s 34us/step - loss: 6338.9185 - mean_absolute_error: 56.9436 - val_loss: 10905.8261 - val_mean_absolute_error: 71.3455 Epoch 1022/5000 148/148 [==============================] - 0s 20us/step - loss: 6337.4331 - mean_absolute_error: 56.9365 - val_loss: 10904.1399 - val_mean_absolute_error: 71.3372 Epoch 1023/5000 148/148 [==============================] - 0s 34us/step - loss: 6335.9556 - mean_absolute_error: 56.9294 - val_loss: 10902.4587 - val_mean_absolute_error: 71.3290 Epoch 1024/5000 148/148 [==============================] - 0s 27us/step - loss: 6334.4805 - mean_absolute_error: 56.9223 - val_loss: 10900.7787 - val_mean_absolute_error: 71.3208 Epoch 1025/5000 148/148 [==============================] - 0s 20us/step - loss: 6333.0005 - mean_absolute_error: 56.9151 - val_loss: 10899.0988 - val_mean_absolute_error: 71.3126 Epoch 1026/5000 148/148 [==============================] - 0s 20us/step - loss: 6331.5205 - mean_absolute_error: 56.9079 - val_loss: 10897.4140 - val_mean_absolute_error: 71.3044 Epoch 1027/5000 148/148 [==============================] - 0s 20us/step - loss: 6330.0405 - mean_absolute_error: 56.9008 - val_loss: 10895.7187 - val_mean_absolute_error: 71.2962 Epoch 1028/5000 148/148 [==============================] - 0s 27us/step - loss: 6328.5615 - mean_absolute_error: 56.8937 - val_loss: 10894.0068 - val_mean_absolute_error: 71.2879 Epoch 1029/5000 148/148 [==============================] - 0s 27us/step - loss: 6327.0879 - mean_absolute_error: 56.8867 - val_loss: 10892.2800 - val_mean_absolute_error: 71.2797 Epoch 1030/5000 148/148 [==============================] - 0s 20us/step - loss: 6325.6089 - mean_absolute_error: 56.8797 - val_loss: 10890.5691 - val_mean_absolute_error: 71.2715 Epoch 1031/5000 148/148 [==============================] - 0s 41us/step - loss: 6324.1367 - mean_absolute_error: 56.8725 - val_loss: 10888.8780 - val_mean_absolute_error: 71.2632 Epoch 1032/5000 148/148 [==============================] - 0s 20us/step - loss: 6322.6626 - mean_absolute_error: 56.8654 - val_loss: 10887.2090 - val_mean_absolute_error: 71.2551 Epoch 1033/5000 148/148 [==============================] - 0s 27us/step - loss: 6321.1851 - mean_absolute_error: 56.8581 - val_loss: 10885.5473 - val_mean_absolute_error: 71.2469 Epoch 1034/5000 148/148 [==============================] - 0s 27us/step - loss: 6319.7129 - mean_absolute_error: 56.8509 - val_loss: 10883.8842 - val_mean_absolute_error: 71.2387 Epoch 1035/5000 148/148 [==============================] - 0s 27us/step - loss: 6318.2485 - mean_absolute_error: 56.8438 - val_loss: 10882.1974 - val_mean_absolute_error: 71.2305 Epoch 1036/5000 148/148 [==============================] - 0s 20us/step - loss: 6316.7705 - mean_absolute_error: 56.8367 - val_loss: 10880.4861 - val_mean_absolute_error: 71.2223 Epoch 1037/5000 148/148 [==============================] - 0s 27us/step - loss: 6315.2954 - mean_absolute_error: 56.8295 - val_loss: 10878.7902 - val_mean_absolute_error: 71.2142 Epoch 1038/5000 148/148 [==============================] - 0s 27us/step - loss: 6313.8315 - mean_absolute_error: 56.8224 - val_loss: 10877.0990 - val_mean_absolute_error: 71.2059 Epoch 1039/5000 148/148 [==============================] - 0s 34us/step - loss: 6312.3579 - mean_absolute_error: 56.8153 - val_loss: 10875.4104 - val_mean_absolute_error: 71.1977 Epoch 1040/5000 148/148 [==============================] - 0s 27us/step - loss: 6310.8804 - mean_absolute_error: 56.8083 - val_loss: 10873.7290 - val_mean_absolute_error: 71.1896 Epoch 1041/5000 148/148 [==============================] - 0s 27us/step - loss: 6309.4204 - mean_absolute_error: 56.8014 - val_loss: 10872.0482 - val_mean_absolute_error: 71.1814 Epoch 1042/5000 148/148 [==============================] - 0s 27us/step - loss: 6307.9546 - mean_absolute_error: 56.7943 - val_loss: 10870.3693 - val_mean_absolute_error: 71.1733 Epoch 1043/5000 148/148 [==============================] - 0s 27us/step - loss: 6306.4829 - mean_absolute_error: 56.7871 - val_loss: 10868.6945 - val_mean_absolute_error: 71.1652 Epoch 1044/5000 148/148 [==============================] - 0s 27us/step - loss: 6305.0078 - mean_absolute_error: 56.7798 - val_loss: 10867.0361 - val_mean_absolute_error: 71.1570 Epoch 1045/5000 148/148 [==============================] - 0s 27us/step - loss: 6303.5425 - mean_absolute_error: 56.7725 - val_loss: 10865.3688 - val_mean_absolute_error: 71.1488 Epoch 1046/5000 148/148 [==============================] - 0s 27us/step - loss: 6302.0806 - mean_absolute_error: 56.7654 - val_loss: 10863.7001 - val_mean_absolute_error: 71.1405 Epoch 1047/5000 148/148 [==============================] - 0s 20us/step - loss: 6300.6172 - mean_absolute_error: 56.7583 - val_loss: 10862.0143 - val_mean_absolute_error: 71.1324 Epoch 1048/5000 148/148 [==============================] - 0s 27us/step - loss: 6299.1514 - mean_absolute_error: 56.7513 - val_loss: 10860.3358 - val_mean_absolute_error: 71.1243 Epoch 1049/5000 148/148 [==============================] - 0s 27us/step - loss: 6297.6880 - mean_absolute_error: 56.7441 - val_loss: 10858.6608 - val_mean_absolute_error: 71.1162 Epoch 1050/5000 148/148 [==============================] - 0s 20us/step - loss: 6296.2271 - mean_absolute_error: 56.7370 - val_loss: 10856.9914 - val_mean_absolute_error: 71.1082 Epoch 1051/5000 148/148 [==============================] - 0s 27us/step - loss: 6294.7705 - mean_absolute_error: 56.7299 - val_loss: 10855.3166 - val_mean_absolute_error: 71.1001 Epoch 1052/5000 148/148 [==============================] - 0s 27us/step - loss: 6293.3105 - mean_absolute_error: 56.7227 - val_loss: 10853.6468 - val_mean_absolute_error: 71.0920 Epoch 1053/5000 148/148 [==============================] - 0s 20us/step - loss: 6291.8545 - mean_absolute_error: 56.7155 - val_loss: 10851.9897 - val_mean_absolute_error: 71.0838 Epoch 1054/5000 148/148 [==============================] - 0s 27us/step - loss: 6290.3931 - mean_absolute_error: 56.7084 - val_loss: 10850.3479 - val_mean_absolute_error: 71.0756 Epoch 1055/5000 148/148 [==============================] - 0s 34us/step - loss: 6288.9443 - mean_absolute_error: 56.7013 - val_loss: 10848.7035 - val_mean_absolute_error: 71.0675 Epoch 1056/5000 148/148 [==============================] - 0s 27us/step - loss: 6287.4912 - mean_absolute_error: 56.6941 - val_loss: 10847.0548 - val_mean_absolute_error: 71.0593 Epoch 1057/5000 148/148 [==============================] - 0s 27us/step - loss: 6286.0317 - mean_absolute_error: 56.6868 - val_loss: 10845.3892 - val_mean_absolute_error: 71.0511 Epoch 1058/5000 148/148 [==============================] - 0s 27us/step - loss: 6284.5713 - mean_absolute_error: 56.6795 - val_loss: 10843.7259 - val_mean_absolute_error: 71.0429 Epoch 1059/5000 148/148 [==============================] - 0s 27us/step - loss: 6283.1294 - mean_absolute_error: 56.6723 - val_loss: 10842.0625 - val_mean_absolute_error: 71.0347 Epoch 1060/5000 148/148 [==============================] - 0s 27us/step - loss: 6281.6792 - mean_absolute_error: 56.6653 - val_loss: 10840.3941 - val_mean_absolute_error: 71.0265 Epoch 1061/5000 148/148 [==============================] - 0s 27us/step - loss: 6280.2202 - mean_absolute_error: 56.6585 - val_loss: 10838.7191 - val_mean_absolute_error: 71.0183 Epoch 1062/5000 148/148 [==============================] - 0s 34us/step - loss: 6278.7627 - mean_absolute_error: 56.6517 - val_loss: 10837.0542 - val_mean_absolute_error: 71.0101 Epoch 1063/5000 148/148 [==============================] - 0s 27us/step - loss: 6277.3228 - mean_absolute_error: 56.6449 - val_loss: 10835.3851 - val_mean_absolute_error: 71.0019 Epoch 1064/5000 148/148 [==============================] - 0s 27us/step - loss: 6275.8779 - mean_absolute_error: 56.6381 - val_loss: 10833.7273 - val_mean_absolute_error: 70.9937 Epoch 1065/5000 148/148 [==============================] - 0s 20us/step - loss: 6274.4287 - mean_absolute_error: 56.6311 - val_loss: 10832.0723 - val_mean_absolute_error: 70.9856 Epoch 1066/5000 148/148 [==============================] - 0s 27us/step - loss: 6272.9800 - mean_absolute_error: 56.6242 - val_loss: 10830.4214 - val_mean_absolute_error: 70.9774 Epoch 1067/5000 148/148 [==============================] - 0s 27us/step - loss: 6271.5264 - mean_absolute_error: 56.6174 - val_loss: 10828.7728 - val_mean_absolute_error: 70.9692 Epoch 1068/5000 148/148 [==============================] - 0s 27us/step - loss: 6270.0776 - mean_absolute_error: 56.6106 - val_loss: 10827.1230 - val_mean_absolute_error: 70.9609 Epoch 1069/5000 148/148 [==============================] - 0s 34us/step - loss: 6268.6401 - mean_absolute_error: 56.6038 - val_loss: 10825.5011 - val_mean_absolute_error: 70.9527 Epoch 1070/5000 148/148 [==============================] - 0s 20us/step - loss: 6267.2021 - mean_absolute_error: 56.5968 - val_loss: 10823.8975 - val_mean_absolute_error: 70.9446 Epoch 1071/5000 148/148 [==============================] - 0s 27us/step - loss: 6265.7563 - mean_absolute_error: 56.5898 - val_loss: 10822.3073 - val_mean_absolute_error: 70.9366 Epoch 1072/5000 148/148 [==============================] - 0s 34us/step - loss: 6264.3062 - mean_absolute_error: 56.5829 - val_loss: 10820.6990 - val_mean_absolute_error: 70.9285 Epoch 1073/5000 148/148 [==============================] - 0s 27us/step - loss: 6262.8711 - mean_absolute_error: 56.5759 - val_loss: 10819.0609 - val_mean_absolute_error: 70.9204 Epoch 1074/5000 148/148 [==============================] - 0s 20us/step - loss: 6261.4312 - mean_absolute_error: 56.5691 - val_loss: 10817.4280 - val_mean_absolute_error: 70.9124 Epoch 1075/5000 148/148 [==============================] - 0s 20us/step - loss: 6259.9932 - mean_absolute_error: 56.5623 - val_loss: 10815.8019 - val_mean_absolute_error: 70.9043 Epoch 1076/5000 148/148 [==============================] - 0s 27us/step - loss: 6258.5527 - mean_absolute_error: 56.5554 - val_loss: 10814.1757 - val_mean_absolute_error: 70.8962 Epoch 1077/5000 148/148 [==============================] - 0s 27us/step - loss: 6257.1064 - mean_absolute_error: 56.5484 - val_loss: 10812.5498 - val_mean_absolute_error: 70.8881 Epoch 1078/5000 148/148 [==============================] - 0s 27us/step - loss: 6255.6660 - mean_absolute_error: 56.5415 - val_loss: 10810.9442 - val_mean_absolute_error: 70.8799 Epoch 1079/5000 148/148 [==============================] - 0s 34us/step - loss: 6254.2334 - mean_absolute_error: 56.5346 - val_loss: 10809.3141 - val_mean_absolute_error: 70.8718 Epoch 1080/5000 148/148 [==============================] - 0s 20us/step - loss: 6252.7954 - mean_absolute_error: 56.5277 - val_loss: 10807.7013 - val_mean_absolute_error: 70.8637 Epoch 1081/5000 148/148 [==============================] - 0s 20us/step - loss: 6251.3599 - mean_absolute_error: 56.5207 - val_loss: 10806.0989 - val_mean_absolute_error: 70.8557 Epoch 1082/5000 148/148 [==============================] - 0s 27us/step - loss: 6249.9185 - mean_absolute_error: 56.5137 - val_loss: 10804.5080 - val_mean_absolute_error: 70.8477 Epoch 1083/5000 148/148 [==============================] - 0s 27us/step - loss: 6248.4844 - mean_absolute_error: 56.5068 - val_loss: 10802.9027 - val_mean_absolute_error: 70.8397 Epoch 1084/5000 148/148 [==============================] - 0s 27us/step - loss: 6247.0591 - mean_absolute_error: 56.5000 - val_loss: 10801.2758 - val_mean_absolute_error: 70.8316 Epoch 1085/5000 148/148 [==============================] - 0s 20us/step - loss: 6245.6260 - mean_absolute_error: 56.4932 - val_loss: 10799.6320 - val_mean_absolute_error: 70.8235 Epoch 1086/5000 148/148 [==============================] - 0s 27us/step - loss: 6244.1831 - mean_absolute_error: 56.4863 - val_loss: 10797.9852 - val_mean_absolute_error: 70.8154 Epoch 1087/5000 148/148 [==============================] - 0s 20us/step - loss: 6242.7549 - mean_absolute_error: 56.4794 - val_loss: 10796.3505 - val_mean_absolute_error: 70.8073 Epoch 1088/5000 148/148 [==============================] - 0s 27us/step - loss: 6241.3379 - mean_absolute_error: 56.4725 - val_loss: 10794.7386 - val_mean_absolute_error: 70.7993 Epoch 1089/5000 148/148 [==============================] - 0s 27us/step - loss: 6239.9087 - mean_absolute_error: 56.4657 - val_loss: 10793.1545 - val_mean_absolute_error: 70.7913 Epoch 1090/5000 148/148 [==============================] - 0s 27us/step - loss: 6238.4736 - mean_absolute_error: 56.4588 - val_loss: 10791.5845 - val_mean_absolute_error: 70.7833 Epoch 1091/5000 148/148 [==============================] - 0s 27us/step - loss: 6237.0410 - mean_absolute_error: 56.4520 - val_loss: 10790.0154 - val_mean_absolute_error: 70.7755 Epoch 1092/5000 148/148 [==============================] - 0s 34us/step - loss: 6235.6172 - mean_absolute_error: 56.4451 - val_loss: 10788.4227 - val_mean_absolute_error: 70.7676 Epoch 1093/5000 148/148 [==============================] - 0s 20us/step - loss: 6234.1895 - mean_absolute_error: 56.4381 - val_loss: 10786.8211 - val_mean_absolute_error: 70.7597 Epoch 1094/5000 148/148 [==============================] - 0s 20us/step - loss: 6232.7554 - mean_absolute_error: 56.4311 - val_loss: 10785.2098 - val_mean_absolute_error: 70.7518 Epoch 1095/5000 148/148 [==============================] - 0s 27us/step - loss: 6231.3359 - mean_absolute_error: 56.4242 - val_loss: 10783.6065 - val_mean_absolute_error: 70.7438 Epoch 1096/5000 148/148 [==============================] - 0s 20us/step - loss: 6229.9141 - mean_absolute_error: 56.4173 - val_loss: 10782.0077 - val_mean_absolute_error: 70.7361 Epoch 1097/5000 148/148 [==============================] - 0s 20us/step - loss: 6228.4854 - mean_absolute_error: 56.4104 - val_loss: 10780.4112 - val_mean_absolute_error: 70.7286 Epoch 1098/5000 148/148 [==============================] - 0s 34us/step - loss: 6227.0601 - mean_absolute_error: 56.4036 - val_loss: 10778.8135 - val_mean_absolute_error: 70.7211 Epoch 1099/5000 148/148 [==============================] - 0s 27us/step - loss: 6225.6445 - mean_absolute_error: 56.3967 - val_loss: 10777.2183 - val_mean_absolute_error: 70.7138 Epoch 1100/5000 148/148 [==============================] - 0s 27us/step - loss: 6224.2202 - mean_absolute_error: 56.3898 - val_loss: 10775.6245 - val_mean_absolute_error: 70.7064 Epoch 1101/5000 148/148 [==============================] - 0s 27us/step - loss: 6222.7954 - mean_absolute_error: 56.3829 - val_loss: 10774.0482 - val_mean_absolute_error: 70.6992 Epoch 1102/5000 148/148 [==============================] - 0s 20us/step - loss: 6221.3760 - mean_absolute_error: 56.3760 - val_loss: 10772.4847 - val_mean_absolute_error: 70.6919 Epoch 1103/5000 148/148 [==============================] - 0s 20us/step - loss: 6219.9551 - mean_absolute_error: 56.3690 - val_loss: 10770.9190 - val_mean_absolute_error: 70.6846 Epoch 1104/5000 148/148 [==============================] - 0s 34us/step - loss: 6218.5400 - mean_absolute_error: 56.3620 - val_loss: 10769.3173 - val_mean_absolute_error: 70.6771 Epoch 1105/5000 148/148 [==============================] - 0s 34us/step - loss: 6217.1201 - mean_absolute_error: 56.3553 - val_loss: 10767.7006 - val_mean_absolute_error: 70.6697 Epoch 1106/5000 148/148 [==============================] - 0s 27us/step - loss: 6215.6953 - mean_absolute_error: 56.3487 - val_loss: 10766.0880 - val_mean_absolute_error: 70.6622 Epoch 1107/5000 148/148 [==============================] - 0s 27us/step - loss: 6214.2798 - mean_absolute_error: 56.3420 - val_loss: 10764.4883 - val_mean_absolute_error: 70.6548 Epoch 1108/5000 148/148 [==============================] - 0s 20us/step - loss: 6212.8643 - mean_absolute_error: 56.3353 - val_loss: 10762.9079 - val_mean_absolute_error: 70.6474 Epoch 1109/5000 148/148 [==============================] - 0s 27us/step - loss: 6211.4448 - mean_absolute_error: 56.3285 - val_loss: 10761.3239 - val_mean_absolute_error: 70.6401 Epoch 1110/5000 148/148 [==============================] - 0s 34us/step - loss: 6210.0200 - mean_absolute_error: 56.3218 - val_loss: 10759.7388 - val_mean_absolute_error: 70.6329 Epoch 1111/5000 148/148 [==============================] - 0s 27us/step - loss: 6208.5986 - mean_absolute_error: 56.3151 - val_loss: 10758.1583 - val_mean_absolute_error: 70.6257 Epoch 1112/5000 148/148 [==============================] - 0s 20us/step - loss: 6207.1777 - mean_absolute_error: 56.3083 - val_loss: 10756.5778 - val_mean_absolute_error: 70.6185 Epoch 1113/5000 148/148 [==============================] - 0s 34us/step - loss: 6205.7568 - mean_absolute_error: 56.3016 - val_loss: 10755.0002 - val_mean_absolute_error: 70.6113 Epoch 1114/5000 148/148 [==============================] - 0s 27us/step - loss: 6204.3369 - mean_absolute_error: 56.2948 - val_loss: 10753.4209 - val_mean_absolute_error: 70.6040 Epoch 1115/5000 148/148 [==============================] - 0s 27us/step - loss: 6202.9116 - mean_absolute_error: 56.2880 - val_loss: 10751.8346 - val_mean_absolute_error: 70.5967 Epoch 1116/5000 148/148 [==============================] - 0s 34us/step - loss: 6201.4883 - mean_absolute_error: 56.2812 - val_loss: 10750.2439 - val_mean_absolute_error: 70.5893 Epoch 1117/5000 148/148 [==============================] - 0s 20us/step - loss: 6200.0713 - mean_absolute_error: 56.2743 - val_loss: 10748.6470 - val_mean_absolute_error: 70.5820 Epoch 1118/5000 148/148 [==============================] - 0s 20us/step - loss: 6198.6484 - mean_absolute_error: 56.2675 - val_loss: 10747.0592 - val_mean_absolute_error: 70.5747 Epoch 1119/5000 148/148 [==============================] - 0s 27us/step - loss: 6197.2290 - mean_absolute_error: 56.2607 - val_loss: 10745.4857 - val_mean_absolute_error: 70.5675 Epoch 1120/5000 148/148 [==============================] - 0s 27us/step - loss: 6195.8115 - mean_absolute_error: 56.2538 - val_loss: 10743.9363 - val_mean_absolute_error: 70.5604 Epoch 1121/5000 148/148 [==============================] - 0s 27us/step - loss: 6194.3921 - mean_absolute_error: 56.2468 - val_loss: 10742.3799 - val_mean_absolute_error: 70.5531 Epoch 1122/5000 148/148 [==============================] - 0s 27us/step - loss: 6192.9678 - mean_absolute_error: 56.2400 - val_loss: 10740.8088 - val_mean_absolute_error: 70.5459 Epoch 1123/5000 148/148 [==============================] - 0s 27us/step - loss: 6191.5498 - mean_absolute_error: 56.2332 - val_loss: 10739.2285 - val_mean_absolute_error: 70.5387 Epoch 1124/5000 148/148 [==============================] - 0s 20us/step - loss: 6190.1299 - mean_absolute_error: 56.2263 - val_loss: 10737.6432 - val_mean_absolute_error: 70.5315 Epoch 1125/5000 148/148 [==============================] - 0s 20us/step - loss: 6188.7109 - mean_absolute_error: 56.2195 - val_loss: 10736.0651 - val_mean_absolute_error: 70.5244 Epoch 1126/5000 148/148 [==============================] - 0s 27us/step - loss: 6187.2964 - mean_absolute_error: 56.2126 - val_loss: 10734.5163 - val_mean_absolute_error: 70.5173 Epoch 1127/5000 148/148 [==============================] - 0s 27us/step - loss: 6185.8779 - mean_absolute_error: 56.2058 - val_loss: 10732.9789 - val_mean_absolute_error: 70.5102 Epoch 1128/5000 148/148 [==============================] - 0s 27us/step - loss: 6184.4644 - mean_absolute_error: 56.1989 - val_loss: 10731.4366 - val_mean_absolute_error: 70.5031 Epoch 1129/5000 148/148 [==============================] - 0s 27us/step - loss: 6183.0576 - mean_absolute_error: 56.1921 - val_loss: 10729.8823 - val_mean_absolute_error: 70.4960 Epoch 1130/5000 148/148 [==============================] - 0s 20us/step - loss: 6181.6392 - mean_absolute_error: 56.1851 - val_loss: 10728.3213 - val_mean_absolute_error: 70.4889 Epoch 1131/5000 148/148 [==============================] - 0s 27us/step - loss: 6180.2222 - mean_absolute_error: 56.1781 - val_loss: 10726.7505 - val_mean_absolute_error: 70.4818 Epoch 1132/5000 148/148 [==============================] - 0s 27us/step - loss: 6178.8159 - mean_absolute_error: 56.1712 - val_loss: 10725.1928 - val_mean_absolute_error: 70.4748 Epoch 1133/5000 148/148 [==============================] - 0s 27us/step - loss: 6177.4067 - mean_absolute_error: 56.1643 - val_loss: 10723.6617 - val_mean_absolute_error: 70.4678 Epoch 1134/5000 148/148 [==============================] - 0s 27us/step - loss: 6175.9897 - mean_absolute_error: 56.1575 - val_loss: 10722.1457 - val_mean_absolute_error: 70.4608 Epoch 1135/5000 148/148 [==============================] - 0s 27us/step - loss: 6174.5771 - mean_absolute_error: 56.1507 - val_loss: 10720.6138 - val_mean_absolute_error: 70.4538 Epoch 1136/5000 148/148 [==============================] - 0s 20us/step - loss: 6173.1670 - mean_absolute_error: 56.1439 - val_loss: 10719.0690 - val_mean_absolute_error: 70.4467 Epoch 1137/5000 148/148 [==============================] - 0s 27us/step - loss: 6171.7563 - mean_absolute_error: 56.1370 - val_loss: 10717.5027 - val_mean_absolute_error: 70.4396 Epoch 1138/5000 148/148 [==============================] - 0s 27us/step - loss: 6170.3408 - mean_absolute_error: 56.1300 - val_loss: 10715.9412 - val_mean_absolute_error: 70.4325 Epoch 1139/5000 148/148 [==============================] - 0s 27us/step - loss: 6168.9429 - mean_absolute_error: 56.1230 - val_loss: 10714.3862 - val_mean_absolute_error: 70.4253 Epoch 1140/5000 148/148 [==============================] - 0s 34us/step - loss: 6167.5396 - mean_absolute_error: 56.1160 - val_loss: 10712.8322 - val_mean_absolute_error: 70.4183 Epoch 1141/5000 148/148 [==============================] - 0s 20us/step - loss: 6166.1284 - mean_absolute_error: 56.1091 - val_loss: 10711.2907 - val_mean_absolute_error: 70.4113 Epoch 1142/5000 148/148 [==============================] - 0s 34us/step - loss: 6164.7207 - mean_absolute_error: 56.1023 - val_loss: 10709.7597 - val_mean_absolute_error: 70.4043 Epoch 1143/5000 148/148 [==============================] - 0s 27us/step - loss: 6163.3164 - mean_absolute_error: 56.0955 - val_loss: 10708.2155 - val_mean_absolute_error: 70.3972 Epoch 1144/5000 148/148 [==============================] - 0s 34us/step - loss: 6161.9233 - mean_absolute_error: 56.0888 - val_loss: 10706.6489 - val_mean_absolute_error: 70.3901 Epoch 1145/5000 148/148 [==============================] - 0s 27us/step - loss: 6160.5210 - mean_absolute_error: 56.0820 - val_loss: 10705.0891 - val_mean_absolute_error: 70.3830 Epoch 1146/5000 148/148 [==============================] - 0s 27us/step - loss: 6159.1177 - mean_absolute_error: 56.0750 - val_loss: 10703.5396 - val_mean_absolute_error: 70.3757 Epoch 1147/5000 148/148 [==============================] - 0s 20us/step - loss: 6157.7139 - mean_absolute_error: 56.0678 - val_loss: 10702.0052 - val_mean_absolute_error: 70.3686 Epoch 1148/5000 148/148 [==============================] - 0s 27us/step - loss: 6156.3149 - mean_absolute_error: 56.0607 - val_loss: 10700.4873 - val_mean_absolute_error: 70.3615 Epoch 1149/5000 148/148 [==============================] - 0s 27us/step - loss: 6154.9233 - mean_absolute_error: 56.0537 - val_loss: 10698.9610 - val_mean_absolute_error: 70.3545 Epoch 1150/5000 148/148 [==============================] - 0s 27us/step - loss: 6153.5254 - mean_absolute_error: 56.0467 - val_loss: 10697.4326 - val_mean_absolute_error: 70.3476 Epoch 1151/5000 148/148 [==============================] - 0s 34us/step - loss: 6152.1221 - mean_absolute_error: 56.0398 - val_loss: 10695.8979 - val_mean_absolute_error: 70.3407 Epoch 1152/5000 148/148 [==============================] - 0s 27us/step - loss: 6150.7358 - mean_absolute_error: 56.0330 - val_loss: 10694.3512 - val_mean_absolute_error: 70.3337 Epoch 1153/5000 148/148 [==============================] - 0s 34us/step - loss: 6149.3452 - mean_absolute_error: 56.0262 - val_loss: 10692.7988 - val_mean_absolute_error: 70.3266 Epoch 1154/5000 148/148 [==============================] - 0s 20us/step - loss: 6147.9434 - mean_absolute_error: 56.0192 - val_loss: 10691.2570 - val_mean_absolute_error: 70.3195 Epoch 1155/5000 148/148 [==============================] - 0s 20us/step - loss: 6146.5483 - mean_absolute_error: 56.0122 - val_loss: 10689.7121 - val_mean_absolute_error: 70.3124 Epoch 1156/5000 148/148 [==============================] - 0s 27us/step - loss: 6145.1670 - mean_absolute_error: 56.0052 - val_loss: 10688.1726 - val_mean_absolute_error: 70.3054 Epoch 1157/5000 148/148 [==============================] - 0s 27us/step - loss: 6143.7788 - mean_absolute_error: 55.9983 - val_loss: 10686.6405 - val_mean_absolute_error: 70.2985 Epoch 1158/5000 148/148 [==============================] - 0s 27us/step - loss: 6142.3877 - mean_absolute_error: 55.9915 - val_loss: 10685.1232 - val_mean_absolute_error: 70.2917 Epoch 1159/5000 148/148 [==============================] - 0s 27us/step - loss: 6140.9907 - mean_absolute_error: 55.9848 - val_loss: 10683.6076 - val_mean_absolute_error: 70.2849 Epoch 1160/5000 148/148 [==============================] - 0s 27us/step - loss: 6139.5952 - mean_absolute_error: 55.9781 - val_loss: 10682.0898 - val_mean_absolute_error: 70.2779 Epoch 1161/5000 148/148 [==============================] - 0s 20us/step - loss: 6138.2153 - mean_absolute_error: 55.9715 - val_loss: 10680.5723 - val_mean_absolute_error: 70.2708 Epoch 1162/5000 148/148 [==============================] - 0s 34us/step - loss: 6136.8330 - mean_absolute_error: 55.9648 - val_loss: 10679.0523 - val_mean_absolute_error: 70.2638 Epoch 1163/5000 148/148 [==============================] - 0s 20us/step - loss: 6135.4453 - mean_absolute_error: 55.9581 - val_loss: 10677.5362 - val_mean_absolute_error: 70.2568 Epoch 1164/5000 148/148 [==============================] - 0s 34us/step - loss: 6134.0547 - mean_absolute_error: 55.9512 - val_loss: 10676.0057 - val_mean_absolute_error: 70.2498 Epoch 1165/5000 148/148 [==============================] - 0s 20us/step - loss: 6132.6582 - mean_absolute_error: 55.9443 - val_loss: 10674.4675 - val_mean_absolute_error: 70.2427 Epoch 1166/5000 148/148 [==============================] - 0s 27us/step - loss: 6131.2817 - mean_absolute_error: 55.9373 - val_loss: 10672.9467 - val_mean_absolute_error: 70.2357 Epoch 1167/5000 148/148 [==============================] - 0s 27us/step - loss: 6129.9028 - mean_absolute_error: 55.9305 - val_loss: 10671.4295 - val_mean_absolute_error: 70.2287 Epoch 1168/5000 148/148 [==============================] - 0s 20us/step - loss: 6128.5161 - mean_absolute_error: 55.9237 - val_loss: 10669.9206 - val_mean_absolute_error: 70.2217 Epoch 1169/5000 148/148 [==============================] - 0s 27us/step - loss: 6127.1318 - mean_absolute_error: 55.9169 - val_loss: 10668.4107 - val_mean_absolute_error: 70.2148 Epoch 1170/5000 148/148 [==============================] - 0s 20us/step - loss: 6125.7466 - mean_absolute_error: 55.9102 - val_loss: 10666.8871 - val_mean_absolute_error: 70.2079 Epoch 1171/5000 148/148 [==============================] - 0s 20us/step - loss: 6124.3608 - mean_absolute_error: 55.9036 - val_loss: 10665.3764 - val_mean_absolute_error: 70.2010 Epoch 1172/5000 148/148 [==============================] - 0s 27us/step - loss: 6122.9902 - mean_absolute_error: 55.8970 - val_loss: 10663.8572 - val_mean_absolute_error: 70.1941 Epoch 1173/5000 148/148 [==============================] - 0s 27us/step - loss: 6121.6108 - mean_absolute_error: 55.8903 - val_loss: 10662.3355 - val_mean_absolute_error: 70.1871 Epoch 1174/5000 148/148 [==============================] - 0s 27us/step - loss: 6120.2329 - mean_absolute_error: 55.8835 - val_loss: 10660.8834 - val_mean_absolute_error: 70.1802 Epoch 1175/5000 148/148 [==============================] - 0s 20us/step - loss: 6118.8618 - mean_absolute_error: 55.8765 - val_loss: 10659.4436 - val_mean_absolute_error: 70.1732 Epoch 1176/5000 148/148 [==============================] - 0s 34us/step - loss: 6117.4873 - mean_absolute_error: 55.8696 - val_loss: 10658.0107 - val_mean_absolute_error: 70.1663 Epoch 1177/5000 148/148 [==============================] - 0s 27us/step - loss: 6116.1172 - mean_absolute_error: 55.8628 - val_loss: 10656.5446 - val_mean_absolute_error: 70.1593 Epoch 1178/5000 148/148 [==============================] - 0s 27us/step - loss: 6114.7192 - mean_absolute_error: 55.8560 - val_loss: 10655.0448 - val_mean_absolute_error: 70.1522 Epoch 1179/5000 148/148 [==============================] - 0s 27us/step - loss: 6113.3047 - mean_absolute_error: 55.8492 - val_loss: 10653.5218 - val_mean_absolute_error: 70.1451 Epoch 1180/5000 148/148 [==============================] - 0s 27us/step - loss: 6111.8926 - mean_absolute_error: 55.8424 - val_loss: 10651.9877 - val_mean_absolute_error: 70.1380 Epoch 1181/5000 148/148 [==============================] - 0s 34us/step - loss: 6110.4800 - mean_absolute_error: 55.8357 - val_loss: 10650.4638 - val_mean_absolute_error: 70.1309 Epoch 1182/5000 148/148 [==============================] - 0s 27us/step - loss: 6109.0752 - mean_absolute_error: 55.8289 - val_loss: 10649.0291 - val_mean_absolute_error: 70.1239 Epoch 1183/5000 148/148 [==============================] - 0s 27us/step - loss: 6107.6445 - mean_absolute_error: 55.8218 - val_loss: 10647.5923 - val_mean_absolute_error: 70.1169 Epoch 1184/5000 148/148 [==============================] - 0s 34us/step - loss: 6106.2295 - mean_absolute_error: 55.8148 - val_loss: 10646.1413 - val_mean_absolute_error: 70.1100 Epoch 1185/5000 148/148 [==============================] - 0s 27us/step - loss: 6104.8110 - mean_absolute_error: 55.8077 - val_loss: 10644.6999 - val_mean_absolute_error: 70.1031 Epoch 1186/5000 148/148 [==============================] - 0s 27us/step - loss: 6103.3789 - mean_absolute_error: 55.8009 - val_loss: 10643.2563 - val_mean_absolute_error: 70.0962 Epoch 1187/5000 148/148 [==============================] - 0s 27us/step - loss: 6101.9600 - mean_absolute_error: 55.7942 - val_loss: 10641.8177 - val_mean_absolute_error: 70.0894 Epoch 1188/5000 148/148 [==============================] - 0s 20us/step - loss: 6100.5391 - mean_absolute_error: 55.7875 - val_loss: 10640.3659 - val_mean_absolute_error: 70.0826 Epoch 1189/5000 148/148 [==============================] - 0s 20us/step - loss: 6099.1079 - mean_absolute_error: 55.7807 - val_loss: 10638.9060 - val_mean_absolute_error: 70.0758 Epoch 1190/5000 148/148 [==============================] - 0s 27us/step - loss: 6097.6812 - mean_absolute_error: 55.7738 - val_loss: 10637.4275 - val_mean_absolute_error: 70.0688 Epoch 1191/5000 148/148 [==============================] - 0s 27us/step - loss: 6096.2549 - mean_absolute_error: 55.7671 - val_loss: 10635.9344 - val_mean_absolute_error: 70.0618 Epoch 1192/5000 148/148 [==============================] - 0s 20us/step - loss: 6094.8252 - mean_absolute_error: 55.7604 - val_loss: 10634.4421 - val_mean_absolute_error: 70.0548 Epoch 1193/5000 148/148 [==============================] - 0s 20us/step - loss: 6093.3926 - mean_absolute_error: 55.7538 - val_loss: 10632.9418 - val_mean_absolute_error: 70.0478 Epoch 1194/5000 148/148 [==============================] - 0s 27us/step - loss: 6091.9688 - mean_absolute_error: 55.7472 - val_loss: 10631.4341 - val_mean_absolute_error: 70.0408 Epoch 1195/5000 148/148 [==============================] - 0s 27us/step - loss: 6090.5396 - mean_absolute_error: 55.7404 - val_loss: 10629.9284 - val_mean_absolute_error: 70.0338 Epoch 1196/5000 148/148 [==============================] - 0s 20us/step - loss: 6089.1133 - mean_absolute_error: 55.7337 - val_loss: 10628.4106 - val_mean_absolute_error: 70.0268 Epoch 1197/5000 148/148 [==============================] - 0s 27us/step - loss: 6087.6860 - mean_absolute_error: 55.7271 - val_loss: 10626.9118 - val_mean_absolute_error: 70.0198 Epoch 1198/5000 148/148 [==============================] - 0s 27us/step - loss: 6086.2534 - mean_absolute_error: 55.7205 - val_loss: 10625.4163 - val_mean_absolute_error: 70.0129 Epoch 1199/5000 148/148 [==============================] - 0s 27us/step - loss: 6084.8218 - mean_absolute_error: 55.7137 - val_loss: 10623.9273 - val_mean_absolute_error: 70.0059 Epoch 1200/5000 148/148 [==============================] - 0s 27us/step - loss: 6083.3950 - mean_absolute_error: 55.7070 - val_loss: 10622.5059 - val_mean_absolute_error: 69.9991 Epoch 1201/5000 148/148 [==============================] - 0s 27us/step - loss: 6081.9688 - mean_absolute_error: 55.7002 - val_loss: 10621.0488 - val_mean_absolute_error: 69.9922 Epoch 1202/5000 148/148 [==============================] - 0s 20us/step - loss: 6080.5430 - mean_absolute_error: 55.6934 - val_loss: 10619.5630 - val_mean_absolute_error: 69.9852 Epoch 1203/5000 148/148 [==============================] - 0s 34us/step - loss: 6079.1162 - mean_absolute_error: 55.6867 - val_loss: 10618.0760 - val_mean_absolute_error: 69.9781 Epoch 1204/5000 148/148 [==============================] - 0s 34us/step - loss: 6077.6870 - mean_absolute_error: 55.6800 - val_loss: 10616.6009 - val_mean_absolute_error: 69.9712 Epoch 1205/5000 148/148 [==============================] - 0s 27us/step - loss: 6076.2651 - mean_absolute_error: 55.6734 - val_loss: 10615.1200 - val_mean_absolute_error: 69.9644 Epoch 1206/5000 148/148 [==============================] - 0s 27us/step - loss: 6074.8403 - mean_absolute_error: 55.6667 - val_loss: 10613.7151 - val_mean_absolute_error: 69.9576 Epoch 1207/5000 148/148 [==============================] - 0s 27us/step - loss: 6073.4111 - mean_absolute_error: 55.6598 - val_loss: 10612.3066 - val_mean_absolute_error: 69.9507 Epoch 1208/5000 148/148 [==============================] - 0s 20us/step - loss: 6071.9878 - mean_absolute_error: 55.6528 - val_loss: 10610.9035 - val_mean_absolute_error: 69.9439 Epoch 1209/5000 148/148 [==============================] - 0s 27us/step - loss: 6070.5674 - mean_absolute_error: 55.6458 - val_loss: 10609.5028 - val_mean_absolute_error: 69.9372 Epoch 1210/5000 148/148 [==============================] - 0s 27us/step - loss: 6069.1406 - mean_absolute_error: 55.6390 - val_loss: 10608.0870 - val_mean_absolute_error: 69.9305 Epoch 1211/5000 148/148 [==============================] - 0s 20us/step - loss: 6067.7153 - mean_absolute_error: 55.6321 - val_loss: 10606.6530 - val_mean_absolute_error: 69.9237 Epoch 1212/5000 148/148 [==============================] - 0s 27us/step - loss: 6066.2935 - mean_absolute_error: 55.6254 - val_loss: 10605.1868 - val_mean_absolute_error: 69.9167 Epoch 1213/5000 148/148 [==============================] - 0s 20us/step - loss: 6064.8682 - mean_absolute_error: 55.6186 - val_loss: 10603.7141 - val_mean_absolute_error: 69.9097 Epoch 1214/5000 148/148 [==============================] - 0s 27us/step - loss: 6063.4424 - mean_absolute_error: 55.6118 - val_loss: 10602.2459 - val_mean_absolute_error: 69.9026 Epoch 1215/5000 148/148 [==============================] - 0s 27us/step - loss: 6062.0293 - mean_absolute_error: 55.6049 - val_loss: 10600.7886 - val_mean_absolute_error: 69.8957 Epoch 1216/5000 148/148 [==============================] - 0s 34us/step - loss: 6060.6084 - mean_absolute_error: 55.5981 - val_loss: 10599.3373 - val_mean_absolute_error: 69.8889 Epoch 1217/5000 148/148 [==============================] - 0s 27us/step - loss: 6059.1821 - mean_absolute_error: 55.5913 - val_loss: 10597.8864 - val_mean_absolute_error: 69.8821 Epoch 1218/5000 148/148 [==============================] - 0s 27us/step - loss: 6057.7563 - mean_absolute_error: 55.5845 - val_loss: 10596.4237 - val_mean_absolute_error: 69.8752 Epoch 1219/5000 148/148 [==============================] - 0s 27us/step - loss: 6056.3374 - mean_absolute_error: 55.5777 - val_loss: 10594.9286 - val_mean_absolute_error: 69.8685 Epoch 1220/5000 148/148 [==============================] - 0s 27us/step - loss: 6054.9146 - mean_absolute_error: 55.5708 - val_loss: 10593.4267 - val_mean_absolute_error: 69.8618 Epoch 1221/5000 148/148 [==============================] - 0s 27us/step - loss: 6053.4922 - mean_absolute_error: 55.5640 - val_loss: 10591.9266 - val_mean_absolute_error: 69.8552 Epoch 1222/5000 148/148 [==============================] - 0s 27us/step - loss: 6052.0767 - mean_absolute_error: 55.5573 - val_loss: 10590.4237 - val_mean_absolute_error: 69.8486 Epoch 1223/5000 148/148 [==============================] - 0s 34us/step - loss: 6050.6553 - mean_absolute_error: 55.5505 - val_loss: 10588.9238 - val_mean_absolute_error: 69.8420 Epoch 1224/5000 148/148 [==============================] - 0s 27us/step - loss: 6049.2329 - mean_absolute_error: 55.5436 - val_loss: 10587.4340 - val_mean_absolute_error: 69.8354 Epoch 1225/5000 148/148 [==============================] - 0s 27us/step - loss: 6047.8228 - mean_absolute_error: 55.5366 - val_loss: 10586.0331 - val_mean_absolute_error: 69.8290 Epoch 1226/5000 148/148 [==============================] - 0s 20us/step - loss: 6046.4072 - mean_absolute_error: 55.5295 - val_loss: 10584.6262 - val_mean_absolute_error: 69.8227 Epoch 1227/5000 148/148 [==============================] - 0s 34us/step - loss: 6044.9951 - mean_absolute_error: 55.5226 - val_loss: 10583.2117 - val_mean_absolute_error: 69.8163 Epoch 1228/5000 148/148 [==============================] - 0s 27us/step - loss: 6043.5757 - mean_absolute_error: 55.5158 - val_loss: 10581.7615 - val_mean_absolute_error: 69.8099 Epoch 1229/5000 148/148 [==============================] - 0s 20us/step - loss: 6042.1538 - mean_absolute_error: 55.5090 - val_loss: 10580.2958 - val_mean_absolute_error: 69.8035 Epoch 1230/5000 148/148 [==============================] - 0s 34us/step - loss: 6040.7295 - mean_absolute_error: 55.5023 - val_loss: 10578.8184 - val_mean_absolute_error: 69.7971 Epoch 1231/5000 148/148 [==============================] - 0s 27us/step - loss: 6039.3125 - mean_absolute_error: 55.4956 - val_loss: 10577.4088 - val_mean_absolute_error: 69.7908 Epoch 1232/5000 148/148 [==============================] - 0s 27us/step - loss: 6037.8857 - mean_absolute_error: 55.4885 - val_loss: 10575.9888 - val_mean_absolute_error: 69.7844 Epoch 1233/5000 148/148 [==============================] - 0s 27us/step - loss: 6036.4692 - mean_absolute_error: 55.4815 - val_loss: 10574.5684 - val_mean_absolute_error: 69.7779 Epoch 1234/5000 148/148 [==============================] - 0s 34us/step - loss: 6035.0483 - mean_absolute_error: 55.4745 - val_loss: 10573.1339 - val_mean_absolute_error: 69.7714 Epoch 1235/5000 148/148 [==============================] - 0s 27us/step - loss: 6033.6260 - mean_absolute_error: 55.4676 - val_loss: 10571.7110 - val_mean_absolute_error: 69.7651 Epoch 1236/5000 148/148 [==============================] - 0s 20us/step - loss: 6032.1958 - mean_absolute_error: 55.4606 - val_loss: 10570.2832 - val_mean_absolute_error: 69.7588 Epoch 1237/5000 148/148 [==============================] - 0s 20us/step - loss: 6030.7764 - mean_absolute_error: 55.4537 - val_loss: 10568.8118 - val_mean_absolute_error: 69.7524 Epoch 1238/5000 148/148 [==============================] - 0s 27us/step - loss: 6029.3491 - mean_absolute_error: 55.4467 - val_loss: 10567.3040 - val_mean_absolute_error: 69.7459 Epoch 1239/5000 148/148 [==============================] - 0s 20us/step - loss: 6027.9209 - mean_absolute_error: 55.4397 - val_loss: 10565.7765 - val_mean_absolute_error: 69.7394 Epoch 1240/5000 148/148 [==============================] - 0s 27us/step - loss: 6026.5015 - mean_absolute_error: 55.4328 - val_loss: 10564.2591 - val_mean_absolute_error: 69.7329 Epoch 1241/5000 148/148 [==============================] - 0s 27us/step - loss: 6025.0796 - mean_absolute_error: 55.4259 - val_loss: 10562.7501 - val_mean_absolute_error: 69.7265 Epoch 1242/5000 148/148 [==============================] - 0s 27us/step - loss: 6023.6577 - mean_absolute_error: 55.4190 - val_loss: 10561.2545 - val_mean_absolute_error: 69.7202 Epoch 1243/5000 148/148 [==============================] - 0s 27us/step - loss: 6022.2295 - mean_absolute_error: 55.4122 - val_loss: 10559.7764 - val_mean_absolute_error: 69.7138 Epoch 1244/5000 148/148 [==============================] - 0s 27us/step - loss: 6020.8115 - mean_absolute_error: 55.4053 - val_loss: 10558.3898 - val_mean_absolute_error: 69.7075 Epoch 1245/5000 148/148 [==============================] - 0s 27us/step - loss: 6019.3770 - mean_absolute_error: 55.3982 - val_loss: 10556.9850 - val_mean_absolute_error: 69.7012 Epoch 1246/5000 148/148 [==============================] - 0s 27us/step - loss: 6017.9590 - mean_absolute_error: 55.3911 - val_loss: 10555.5624 - val_mean_absolute_error: 69.6948 Epoch 1247/5000 148/148 [==============================] - 0s 27us/step - loss: 6016.5366 - mean_absolute_error: 55.3841 - val_loss: 10554.1242 - val_mean_absolute_error: 69.6884 Epoch 1248/5000 148/148 [==============================] - 0s 20us/step - loss: 6015.1172 - mean_absolute_error: 55.3771 - val_loss: 10552.6795 - val_mean_absolute_error: 69.6820 Epoch 1249/5000 148/148 [==============================] - 0s 27us/step - loss: 6013.6958 - mean_absolute_error: 55.3702 - val_loss: 10551.2300 - val_mean_absolute_error: 69.6755 Epoch 1250/5000 148/148 [==============================] - 0s 20us/step - loss: 6012.2734 - mean_absolute_error: 55.3631 - val_loss: 10549.7716 - val_mean_absolute_error: 69.6690 Epoch 1251/5000 148/148 [==============================] - 0s 20us/step - loss: 6010.8477 - mean_absolute_error: 55.3561 - val_loss: 10548.3020 - val_mean_absolute_error: 69.6625 Epoch 1252/5000 148/148 [==============================] - 0s 20us/step - loss: 6009.4258 - mean_absolute_error: 55.3492 - val_loss: 10546.8274 - val_mean_absolute_error: 69.6560 Epoch 1253/5000 148/148 [==============================] - 0s 34us/step - loss: 6008.0039 - mean_absolute_error: 55.3421 - val_loss: 10545.3187 - val_mean_absolute_error: 69.6494 Epoch 1254/5000 148/148 [==============================] - 0s 27us/step - loss: 6006.5889 - mean_absolute_error: 55.3351 - val_loss: 10543.8086 - val_mean_absolute_error: 69.6427 Epoch 1255/5000 148/148 [==============================] - 0s 20us/step - loss: 6005.1753 - mean_absolute_error: 55.3282 - val_loss: 10542.3804 - val_mean_absolute_error: 69.6362 Epoch 1256/5000 148/148 [==============================] - 0s 27us/step - loss: 6003.7549 - mean_absolute_error: 55.3212 - val_loss: 10540.9505 - val_mean_absolute_error: 69.6298 Epoch 1257/5000 148/148 [==============================] - 0s 34us/step - loss: 6002.3403 - mean_absolute_error: 55.3143 - val_loss: 10539.5033 - val_mean_absolute_error: 69.6234 Epoch 1258/5000 148/148 [==============================] - 0s 41us/step - loss: 6000.9229 - mean_absolute_error: 55.3073 - val_loss: 10538.0447 - val_mean_absolute_error: 69.6172 Epoch 1259/5000 148/148 [==============================] - 0s 27us/step - loss: 5999.5015 - mean_absolute_error: 55.3004 - val_loss: 10536.6016 - val_mean_absolute_error: 69.6109 Epoch 1260/5000 148/148 [==============================] - 0s 27us/step - loss: 5998.0859 - mean_absolute_error: 55.2933 - val_loss: 10535.1666 - val_mean_absolute_error: 69.6046 Epoch 1261/5000 148/148 [==============================] - 0s 27us/step - loss: 5996.6724 - mean_absolute_error: 55.2863 - val_loss: 10533.7124 - val_mean_absolute_error: 69.5982 Epoch 1262/5000 148/148 [==============================] - 0s 34us/step - loss: 5995.2583 - mean_absolute_error: 55.2794 - val_loss: 10532.2489 - val_mean_absolute_error: 69.5918 Epoch 1263/5000 148/148 [==============================] - 0s 27us/step - loss: 5993.8408 - mean_absolute_error: 55.2726 - val_loss: 10530.8609 - val_mean_absolute_error: 69.5855 Epoch 1264/5000 148/148 [==============================] - 0s 27us/step - loss: 5992.4312 - mean_absolute_error: 55.2655 - val_loss: 10529.4598 - val_mean_absolute_error: 69.5791 Epoch 1265/5000 148/148 [==============================] - 0s 27us/step - loss: 5991.0181 - mean_absolute_error: 55.2585 - val_loss: 10528.0400 - val_mean_absolute_error: 69.5727 Epoch 1266/5000 148/148 [==============================] - 0s 27us/step - loss: 5989.6108 - mean_absolute_error: 55.2515 - val_loss: 10526.6145 - val_mean_absolute_error: 69.5662 Epoch 1267/5000 148/148 [==============================] - 0s 27us/step - loss: 5988.1958 - mean_absolute_error: 55.2444 - val_loss: 10525.1804 - val_mean_absolute_error: 69.5597 Epoch 1268/5000 148/148 [==============================] - 0s 34us/step - loss: 5986.7832 - mean_absolute_error: 55.2372 - val_loss: 10523.7204 - val_mean_absolute_error: 69.5532 Epoch 1269/5000 148/148 [==============================] - 0s 27us/step - loss: 5985.3701 - mean_absolute_error: 55.2303 - val_loss: 10522.2474 - val_mean_absolute_error: 69.5467 Epoch 1270/5000 148/148 [==============================] - 0s 20us/step - loss: 5983.9585 - mean_absolute_error: 55.2236 - val_loss: 10520.7586 - val_mean_absolute_error: 69.5400 Epoch 1271/5000 148/148 [==============================] - 0s 20us/step - loss: 5982.5522 - mean_absolute_error: 55.2170 - val_loss: 10519.2891 - val_mean_absolute_error: 69.5334 Epoch 1272/5000 148/148 [==============================] - 0s 27us/step - loss: 5981.1455 - mean_absolute_error: 55.2103 - val_loss: 10517.8376 - val_mean_absolute_error: 69.5270 Epoch 1273/5000 148/148 [==============================] - 0s 34us/step - loss: 5979.7339 - mean_absolute_error: 55.2035 - val_loss: 10516.3884 - val_mean_absolute_error: 69.5206 Epoch 1274/5000 148/148 [==============================] - 0s 20us/step - loss: 5978.3271 - mean_absolute_error: 55.1967 - val_loss: 10515.0285 - val_mean_absolute_error: 69.5144 Epoch 1275/5000 148/148 [==============================] - 0s 34us/step - loss: 5976.9214 - mean_absolute_error: 55.1897 - val_loss: 10513.6632 - val_mean_absolute_error: 69.5083 Epoch 1276/5000 148/148 [==============================] - 0s 27us/step - loss: 5975.5210 - mean_absolute_error: 55.1829 - val_loss: 10512.2626 - val_mean_absolute_error: 69.5019 Epoch 1277/5000 148/148 [==============================] - 0s 34us/step - loss: 5974.1152 - mean_absolute_error: 55.1762 - val_loss: 10510.8172 - val_mean_absolute_error: 69.4953 Epoch 1278/5000 148/148 [==============================] - 0s 27us/step - loss: 5972.7109 - mean_absolute_error: 55.1696 - val_loss: 10509.3612 - val_mean_absolute_error: 69.4888 Epoch 1279/5000 148/148 [==============================] - 0s 27us/step - loss: 5971.3110 - mean_absolute_error: 55.1630 - val_loss: 10507.9101 - val_mean_absolute_error: 69.4824 Epoch 1280/5000 148/148 [==============================] - 0s 20us/step - loss: 5969.9048 - mean_absolute_error: 55.1562 - val_loss: 10506.4592 - val_mean_absolute_error: 69.4760 Epoch 1281/5000 148/148 [==============================] - 0s 20us/step - loss: 5968.5049 - mean_absolute_error: 55.1493 - val_loss: 10505.0170 - val_mean_absolute_error: 69.4696 Epoch 1282/5000 148/148 [==============================] - 0s 27us/step - loss: 5967.1138 - mean_absolute_error: 55.1425 - val_loss: 10503.6511 - val_mean_absolute_error: 69.4633 Epoch 1283/5000 148/148 [==============================] - 0s 27us/step - loss: 5965.7139 - mean_absolute_error: 55.1357 - val_loss: 10502.2750 - val_mean_absolute_error: 69.4571 Epoch 1284/5000 148/148 [==============================] - 0s 27us/step - loss: 5964.3047 - mean_absolute_error: 55.1289 - val_loss: 10500.8765 - val_mean_absolute_error: 69.4508 Epoch 1285/5000 148/148 [==============================] - 0s 27us/step - loss: 5962.9136 - mean_absolute_error: 55.1223 - val_loss: 10499.4522 - val_mean_absolute_error: 69.4444 Epoch 1286/5000 148/148 [==============================] - 0s 20us/step - loss: 5961.5181 - mean_absolute_error: 55.1155 - val_loss: 10498.0252 - val_mean_absolute_error: 69.4378 Epoch 1287/5000 148/148 [==============================] - 0s 34us/step - loss: 5960.1279 - mean_absolute_error: 55.1088 - val_loss: 10496.6029 - val_mean_absolute_error: 69.4313 Epoch 1288/5000 148/148 [==============================] - 0s 34us/step - loss: 5958.7476 - mean_absolute_error: 55.1019 - val_loss: 10495.1791 - val_mean_absolute_error: 69.4247 Epoch 1289/5000 148/148 [==============================] - 0s 27us/step - loss: 5957.3696 - mean_absolute_error: 55.0952 - val_loss: 10493.7588 - val_mean_absolute_error: 69.4182 Epoch 1290/5000 148/148 [==============================] - 0s 27us/step - loss: 5955.9873 - mean_absolute_error: 55.0886 - val_loss: 10492.3261 - val_mean_absolute_error: 69.4119 Epoch 1291/5000 148/148 [==============================] - 0s 27us/step - loss: 5954.6035 - mean_absolute_error: 55.0820 - val_loss: 10490.8831 - val_mean_absolute_error: 69.4054 Epoch 1292/5000 148/148 [==============================] - 0s 34us/step - loss: 5953.2378 - mean_absolute_error: 55.0756 - val_loss: 10489.5070 - val_mean_absolute_error: 69.3991 Epoch 1293/5000 148/148 [==============================] - 0s 27us/step - loss: 5951.8545 - mean_absolute_error: 55.0689 - val_loss: 10488.0903 - val_mean_absolute_error: 69.3927 Epoch 1294/5000 148/148 [==============================] - 0s 20us/step - loss: 5950.4766 - mean_absolute_error: 55.0622 - val_loss: 10486.6493 - val_mean_absolute_error: 69.3861 Epoch 1295/5000 148/148 [==============================] - 0s 20us/step - loss: 5949.1147 - mean_absolute_error: 55.0556 - val_loss: 10485.2116 - val_mean_absolute_error: 69.3797 Epoch 1296/5000 148/148 [==============================] - 0s 20us/step - loss: 5947.7549 - mean_absolute_error: 55.0491 - val_loss: 10483.7726 - val_mean_absolute_error: 69.3733 Epoch 1297/5000 148/148 [==============================] - 0s 20us/step - loss: 5946.3892 - mean_absolute_error: 55.0427 - val_loss: 10482.3293 - val_mean_absolute_error: 69.3669 Epoch 1298/5000 148/148 [==============================] - 0s 34us/step - loss: 5945.0190 - mean_absolute_error: 55.0364 - val_loss: 10480.8965 - val_mean_absolute_error: 69.3606 Epoch 1299/5000 148/148 [==============================] - 0s 27us/step - loss: 5943.6714 - mean_absolute_error: 55.0300 - val_loss: 10479.5502 - val_mean_absolute_error: 69.3543 Epoch 1300/5000 148/148 [==============================] - 0s 27us/step - loss: 5942.3066 - mean_absolute_error: 55.0234 - val_loss: 10478.1627 - val_mean_absolute_error: 69.3478 Epoch 1301/5000 148/148 [==============================] - 0s 20us/step - loss: 5940.9370 - mean_absolute_error: 55.0167 - val_loss: 10476.7577 - val_mean_absolute_error: 69.3411 Epoch 1302/5000 148/148 [==============================] - 0s 27us/step - loss: 5939.5776 - mean_absolute_error: 55.0100 - val_loss: 10475.3396 - val_mean_absolute_error: 69.3346 Epoch 1303/5000 148/148 [==============================] - 0s 27us/step - loss: 5938.2256 - mean_absolute_error: 55.0034 - val_loss: 10473.9239 - val_mean_absolute_error: 69.3281 Epoch 1304/5000 148/148 [==============================] - 0s 27us/step - loss: 5936.8667 - mean_absolute_error: 54.9969 - val_loss: 10472.5083 - val_mean_absolute_error: 69.3216 Epoch 1305/5000 148/148 [==============================] - 0s 34us/step - loss: 5935.5044 - mean_absolute_error: 54.9904 - val_loss: 10471.0818 - val_mean_absolute_error: 69.3152 Epoch 1306/5000 148/148 [==============================] - 0s 27us/step - loss: 5934.1392 - mean_absolute_error: 54.9841 - val_loss: 10469.6358 - val_mean_absolute_error: 69.3086 Epoch 1307/5000 148/148 [==============================] - 0s 27us/step - loss: 5932.7808 - mean_absolute_error: 54.9777 - val_loss: 10468.1725 - val_mean_absolute_error: 69.3019 Epoch 1308/5000 148/148 [==============================] - 0s 27us/step - loss: 5931.4248 - mean_absolute_error: 54.9713 - val_loss: 10466.7172 - val_mean_absolute_error: 69.2952 Epoch 1309/5000 148/148 [==============================] - 0s 27us/step - loss: 5930.0786 - mean_absolute_error: 54.9649 - val_loss: 10465.3222 - val_mean_absolute_error: 69.2886 Epoch 1310/5000 148/148 [==============================] - 0s 20us/step - loss: 5928.7148 - mean_absolute_error: 54.9584 - val_loss: 10463.9078 - val_mean_absolute_error: 69.2820 Epoch 1311/5000 148/148 [==============================] - 0s 34us/step - loss: 5927.3608 - mean_absolute_error: 54.9520 - val_loss: 10462.4862 - val_mean_absolute_error: 69.2754 Epoch 1312/5000 148/148 [==============================] - 0s 27us/step - loss: 5926.0044 - mean_absolute_error: 54.9456 - val_loss: 10461.0567 - val_mean_absolute_error: 69.2689 Epoch 1313/5000 148/148 [==============================] - 0s 27us/step - loss: 5924.6538 - mean_absolute_error: 54.9392 - val_loss: 10459.6165 - val_mean_absolute_error: 69.2624 Epoch 1314/5000 148/148 [==============================] - 0s 27us/step - loss: 5923.3032 - mean_absolute_error: 54.9329 - val_loss: 10458.2492 - val_mean_absolute_error: 69.2559 Epoch 1315/5000 148/148 [==============================] - 0s 34us/step - loss: 5921.9517 - mean_absolute_error: 54.9263 - val_loss: 10456.8587 - val_mean_absolute_error: 69.2493 Epoch 1316/5000 148/148 [==============================] - 0s 27us/step - loss: 5920.6045 - mean_absolute_error: 54.9199 - val_loss: 10455.4574 - val_mean_absolute_error: 69.2426 Epoch 1317/5000 148/148 [==============================] - 0s 34us/step - loss: 5919.2515 - mean_absolute_error: 54.9135 - val_loss: 10454.0287 - val_mean_absolute_error: 69.2358 Epoch 1318/5000 148/148 [==============================] - 0s 27us/step - loss: 5917.9004 - mean_absolute_error: 54.9072 - val_loss: 10452.5851 - val_mean_absolute_error: 69.2291 Epoch 1319/5000 148/148 [==============================] - 0s 20us/step - loss: 5916.5493 - mean_absolute_error: 54.9008 - val_loss: 10451.1112 - val_mean_absolute_error: 69.2223 Epoch 1320/5000 148/148 [==============================] - 0s 34us/step - loss: 5915.2026 - mean_absolute_error: 54.8944 - val_loss: 10449.6499 - val_mean_absolute_error: 69.2156 Epoch 1321/5000 148/148 [==============================] - 0s 20us/step - loss: 5913.8594 - mean_absolute_error: 54.8880 - val_loss: 10448.2160 - val_mean_absolute_error: 69.2090 Epoch 1322/5000 148/148 [==============================] - 0s 27us/step - loss: 5912.5054 - mean_absolute_error: 54.8815 - val_loss: 10446.7873 - val_mean_absolute_error: 69.2024 Epoch 1323/5000 148/148 [==============================] - 0s 27us/step - loss: 5911.1519 - mean_absolute_error: 54.8752 - val_loss: 10445.3606 - val_mean_absolute_error: 69.1959 Epoch 1324/5000 148/148 [==============================] - 0s 20us/step - loss: 5909.7964 - mean_absolute_error: 54.8689 - val_loss: 10443.9223 - val_mean_absolute_error: 69.1893 Epoch 1325/5000 148/148 [==============================] - 0s 34us/step - loss: 5908.4644 - mean_absolute_error: 54.8627 - val_loss: 10442.5515 - val_mean_absolute_error: 69.1828 Epoch 1326/5000 148/148 [==============================] - 0s 34us/step - loss: 5907.1123 - mean_absolute_error: 54.8563 - val_loss: 10441.2444 - val_mean_absolute_error: 69.1763 Epoch 1327/5000 148/148 [==============================] - 0s 27us/step - loss: 5905.7656 - mean_absolute_error: 54.8497 - val_loss: 10439.8910 - val_mean_absolute_error: 69.1696 Epoch 1328/5000 148/148 [==============================] - 0s 27us/step - loss: 5904.4268 - mean_absolute_error: 54.8431 - val_loss: 10438.4922 - val_mean_absolute_error: 69.1629 Epoch 1329/5000 148/148 [==============================] - 0s 20us/step - loss: 5903.0894 - mean_absolute_error: 54.8367 - val_loss: 10437.0570 - val_mean_absolute_error: 69.1562 Epoch 1330/5000 148/148 [==============================] - 0s 34us/step - loss: 5901.7676 - mean_absolute_error: 54.8305 - val_loss: 10435.6260 - val_mean_absolute_error: 69.1495 Epoch 1331/5000 148/148 [==============================] - 0s 27us/step - loss: 5900.4419 - mean_absolute_error: 54.8243 - val_loss: 10434.2126 - val_mean_absolute_error: 69.1428 Epoch 1332/5000 148/148 [==============================] - 0s 20us/step - loss: 5899.1113 - mean_absolute_error: 54.8182 - val_loss: 10432.7910 - val_mean_absolute_error: 69.1361 Epoch 1333/5000 148/148 [==============================] - 0s 27us/step - loss: 5897.7856 - mean_absolute_error: 54.8122 - val_loss: 10431.3542 - val_mean_absolute_error: 69.1293 Epoch 1334/5000 148/148 [==============================] - 0s 27us/step - loss: 5896.4678 - mean_absolute_error: 54.8061 - val_loss: 10429.9081 - val_mean_absolute_error: 69.1225 Epoch 1335/5000 148/148 [==============================] - 0s 27us/step - loss: 5895.1504 - mean_absolute_error: 54.7999 - val_loss: 10428.4699 - val_mean_absolute_error: 69.1157 Epoch 1336/5000 148/148 [==============================] - 0s 27us/step - loss: 5893.8369 - mean_absolute_error: 54.7936 - val_loss: 10427.0199 - val_mean_absolute_error: 69.1089 Epoch 1337/5000 148/148 [==============================] - 0s 27us/step - loss: 5892.5288 - mean_absolute_error: 54.7874 - val_loss: 10425.5823 - val_mean_absolute_error: 69.1022 Epoch 1338/5000 148/148 [==============================] - 0s 27us/step - loss: 5891.2183 - mean_absolute_error: 54.7813 - val_loss: 10424.1735 - val_mean_absolute_error: 69.0955 Epoch 1339/5000 148/148 [==============================] - 0s 27us/step - loss: 5889.9048 - mean_absolute_error: 54.7751 - val_loss: 10422.7743 - val_mean_absolute_error: 69.0889 Epoch 1340/5000 148/148 [==============================] - 0s 20us/step - loss: 5888.5972 - mean_absolute_error: 54.7688 - val_loss: 10421.4655 - val_mean_absolute_error: 69.0826 Epoch 1341/5000 148/148 [==============================] - 0s 34us/step - loss: 5887.2964 - mean_absolute_error: 54.7624 - val_loss: 10420.1351 - val_mean_absolute_error: 69.0765 Epoch 1342/5000 148/148 [==============================] - 0s 27us/step - loss: 5885.9888 - mean_absolute_error: 54.7561 - val_loss: 10418.7753 - val_mean_absolute_error: 69.0703 Epoch 1343/5000 148/148 [==============================] - 0s 20us/step - loss: 5884.6743 - mean_absolute_error: 54.7499 - val_loss: 10417.3979 - val_mean_absolute_error: 69.0640 Epoch 1344/5000 148/148 [==============================] - 0s 27us/step - loss: 5883.3740 - mean_absolute_error: 54.7438 - val_loss: 10416.0177 - val_mean_absolute_error: 69.0578 Epoch 1345/5000 148/148 [==============================] - 0s 27us/step - loss: 5882.0728 - mean_absolute_error: 54.7376 - val_loss: 10414.7090 - val_mean_absolute_error: 69.0515 Epoch 1346/5000 148/148 [==============================] - 0s 27us/step - loss: 5880.7632 - mean_absolute_error: 54.7311 - val_loss: 10413.3801 - val_mean_absolute_error: 69.0452 Epoch 1347/5000 148/148 [==============================] - 0s 27us/step - loss: 5879.4697 - mean_absolute_error: 54.7247 - val_loss: 10412.0539 - val_mean_absolute_error: 69.0388 Epoch 1348/5000 148/148 [==============================] - 0s 27us/step - loss: 5878.1738 - mean_absolute_error: 54.7183 - val_loss: 10410.7265 - val_mean_absolute_error: 69.0325 Epoch 1349/5000 148/148 [==============================] - 0s 20us/step - loss: 5876.8765 - mean_absolute_error: 54.7120 - val_loss: 10409.3685 - val_mean_absolute_error: 69.0262 Epoch 1350/5000 148/148 [==============================] - 0s 27us/step - loss: 5875.5742 - mean_absolute_error: 54.7059 - val_loss: 10407.9814 - val_mean_absolute_error: 69.0198 Epoch 1351/5000 148/148 [==============================] - 0s 27us/step - loss: 5874.2749 - mean_absolute_error: 54.6998 - val_loss: 10406.5572 - val_mean_absolute_error: 69.0135 Epoch 1352/5000 148/148 [==============================] - 0s 27us/step - loss: 5872.9702 - mean_absolute_error: 54.6937 - val_loss: 10405.1227 - val_mean_absolute_error: 69.0072 Epoch 1353/5000 148/148 [==============================] - 0s 27us/step - loss: 5871.6724 - mean_absolute_error: 54.6875 - val_loss: 10403.6993 - val_mean_absolute_error: 69.0010 Epoch 1354/5000 148/148 [==============================] - 0s 27us/step - loss: 5870.3857 - mean_absolute_error: 54.6814 - val_loss: 10402.3771 - val_mean_absolute_error: 68.9948 Epoch 1355/5000 148/148 [==============================] - 0s 20us/step - loss: 5869.0894 - mean_absolute_error: 54.6752 - val_loss: 10401.0554 - val_mean_absolute_error: 68.9885 Epoch 1356/5000 148/148 [==============================] - 0s 27us/step - loss: 5867.7930 - mean_absolute_error: 54.6688 - val_loss: 10399.7173 - val_mean_absolute_error: 68.9821 Epoch 1357/5000 148/148 [==============================] - 0s 27us/step - loss: 5866.5029 - mean_absolute_error: 54.6624 - val_loss: 10398.3565 - val_mean_absolute_error: 68.9757 Epoch 1358/5000 148/148 [==============================] - 0s 34us/step - loss: 5865.2178 - mean_absolute_error: 54.6562 - val_loss: 10396.9811 - val_mean_absolute_error: 68.9694 Epoch 1359/5000 148/148 [==============================] - 0s 27us/step - loss: 5863.9248 - mean_absolute_error: 54.6499 - val_loss: 10395.6069 - val_mean_absolute_error: 68.9631 Epoch 1360/5000 148/148 [==============================] - 0s 34us/step - loss: 5862.6338 - mean_absolute_error: 54.6438 - val_loss: 10394.3158 - val_mean_absolute_error: 68.9570 Epoch 1361/5000 148/148 [==============================] - 0s 27us/step - loss: 5861.3359 - mean_absolute_error: 54.6375 - val_loss: 10393.0069 - val_mean_absolute_error: 68.9509 Epoch 1362/5000 148/148 [==============================] - 0s 27us/step - loss: 5860.0391 - mean_absolute_error: 54.6311 - val_loss: 10391.6761 - val_mean_absolute_error: 68.9446 Epoch 1363/5000 148/148 [==============================] - 0s 34us/step - loss: 5858.7349 - mean_absolute_error: 54.6247 - val_loss: 10390.3280 - val_mean_absolute_error: 68.9383 Epoch 1364/5000 148/148 [==============================] - 0s 27us/step - loss: 5857.4414 - mean_absolute_error: 54.6182 - val_loss: 10388.9740 - val_mean_absolute_error: 68.9319 Epoch 1365/5000 148/148 [==============================] - 0s 27us/step - loss: 5856.1475 - mean_absolute_error: 54.6118 - val_loss: 10387.6247 - val_mean_absolute_error: 68.9255 Epoch 1366/5000 148/148 [==============================] - 0s 27us/step - loss: 5854.8423 - mean_absolute_error: 54.6055 - val_loss: 10386.2691 - val_mean_absolute_error: 68.9191 Epoch 1367/5000 148/148 [==============================] - 0s 27us/step - loss: 5853.5376 - mean_absolute_error: 54.5992 - val_loss: 10384.8738 - val_mean_absolute_error: 68.9128 Epoch 1368/5000 148/148 [==============================] - 0s 20us/step - loss: 5852.2407 - mean_absolute_error: 54.5931 - val_loss: 10383.5252 - val_mean_absolute_error: 68.9063 Epoch 1369/5000 148/148 [==============================] - 0s 27us/step - loss: 5850.9424 - mean_absolute_error: 54.5868 - val_loss: 10382.1593 - val_mean_absolute_error: 68.9000 Epoch 1370/5000 148/148 [==============================] - 0s 27us/step - loss: 5849.6387 - mean_absolute_error: 54.5805 - val_loss: 10380.7917 - val_mean_absolute_error: 68.8936 Epoch 1371/5000 148/148 [==============================] - 0s 27us/step - loss: 5848.3418 - mean_absolute_error: 54.5742 - val_loss: 10379.4362 - val_mean_absolute_error: 68.8873 Epoch 1372/5000 148/148 [==============================] - 0s 20us/step - loss: 5847.0532 - mean_absolute_error: 54.5681 - val_loss: 10378.0642 - val_mean_absolute_error: 68.8809 Epoch 1373/5000 148/148 [==============================] - 0s 27us/step - loss: 5845.7549 - mean_absolute_error: 54.5618 - val_loss: 10376.6723 - val_mean_absolute_error: 68.8746 Epoch 1374/5000 148/148 [==============================] - 0s 27us/step - loss: 5844.4595 - mean_absolute_error: 54.5555 - val_loss: 10375.3773 - val_mean_absolute_error: 68.8683 Epoch 1375/5000 148/148 [==============================] - 0s 27us/step - loss: 5843.1655 - mean_absolute_error: 54.5490 - val_loss: 10374.0783 - val_mean_absolute_error: 68.8619 Epoch 1376/5000 148/148 [==============================] - 0s 27us/step - loss: 5841.8701 - mean_absolute_error: 54.5426 - val_loss: 10372.7711 - val_mean_absolute_error: 68.8555 Epoch 1377/5000 148/148 [==============================] - 0s 20us/step - loss: 5840.5757 - mean_absolute_error: 54.5364 - val_loss: 10371.4294 - val_mean_absolute_error: 68.8492 Epoch 1378/5000 148/148 [==============================] - 0s 27us/step - loss: 5839.2881 - mean_absolute_error: 54.5302 - val_loss: 10370.0420 - val_mean_absolute_error: 68.8428 Epoch 1379/5000 148/148 [==============================] - 0s 27us/step - loss: 5837.9922 - mean_absolute_error: 54.5240 - val_loss: 10368.6521 - val_mean_absolute_error: 68.8365 Epoch 1380/5000 148/148 [==============================] - 0s 27us/step - loss: 5836.7021 - mean_absolute_error: 54.5178 - val_loss: 10367.3490 - val_mean_absolute_error: 68.8302 Epoch 1381/5000 148/148 [==============================] - 0s 27us/step - loss: 5835.4097 - mean_absolute_error: 54.5113 - val_loss: 10366.0351 - val_mean_absolute_error: 68.8240 Epoch 1382/5000 148/148 [==============================] - 0s 20us/step - loss: 5834.1216 - mean_absolute_error: 54.5049 - val_loss: 10364.7213 - val_mean_absolute_error: 68.8176 Epoch 1383/5000 148/148 [==============================] - 0s 27us/step - loss: 5832.8291 - mean_absolute_error: 54.4986 - val_loss: 10363.3931 - val_mean_absolute_error: 68.8113 Epoch 1384/5000 148/148 [==============================] - 0s 27us/step - loss: 5831.5386 - mean_absolute_error: 54.4923 - val_loss: 10362.0414 - val_mean_absolute_error: 68.8049 Epoch 1385/5000 148/148 [==============================] - 0s 27us/step - loss: 5830.2471 - mean_absolute_error: 54.4861 - val_loss: 10360.6837 - val_mean_absolute_error: 68.7986 Epoch 1386/5000 148/148 [==============================] - 0s 27us/step - loss: 5828.9634 - mean_absolute_error: 54.4798 - val_loss: 10359.3291 - val_mean_absolute_error: 68.7923 Epoch 1387/5000 148/148 [==============================] - 0s 27us/step - loss: 5827.6670 - mean_absolute_error: 54.4734 - val_loss: 10357.9696 - val_mean_absolute_error: 68.7858 Epoch 1388/5000 148/148 [==============================] - 0s 20us/step - loss: 5826.3828 - mean_absolute_error: 54.4669 - val_loss: 10356.5940 - val_mean_absolute_error: 68.7794 Epoch 1389/5000 148/148 [==============================] - 0s 27us/step - loss: 5825.0967 - mean_absolute_error: 54.4606 - val_loss: 10355.2924 - val_mean_absolute_error: 68.7731 Epoch 1390/5000 148/148 [==============================] - 0s 27us/step - loss: 5823.8120 - mean_absolute_error: 54.4541 - val_loss: 10353.9820 - val_mean_absolute_error: 68.7669 Epoch 1391/5000 148/148 [==============================] - 0s 34us/step - loss: 5822.5264 - mean_absolute_error: 54.4477 - val_loss: 10352.6619 - val_mean_absolute_error: 68.7606 Epoch 1392/5000 148/148 [==============================] - 0s 27us/step - loss: 5821.2373 - mean_absolute_error: 54.4414 - val_loss: 10351.3039 - val_mean_absolute_error: 68.7543 Epoch 1393/5000 148/148 [==============================] - 0s 34us/step - loss: 5819.9624 - mean_absolute_error: 54.4353 - val_loss: 10350.0051 - val_mean_absolute_error: 68.7480 Epoch 1394/5000 148/148 [==============================] - 0s 27us/step - loss: 5818.6694 - mean_absolute_error: 54.4289 - val_loss: 10348.6994 - val_mean_absolute_error: 68.7416 Epoch 1395/5000 148/148 [==============================] - 0s 27us/step - loss: 5817.3823 - mean_absolute_error: 54.4225 - val_loss: 10347.3828 - val_mean_absolute_error: 68.7352 Epoch 1396/5000 148/148 [==============================] - 0s 20us/step - loss: 5816.1069 - mean_absolute_error: 54.4160 - val_loss: 10346.0626 - val_mean_absolute_error: 68.7289 Epoch 1397/5000 148/148 [==============================] - 0s 34us/step - loss: 5814.8257 - mean_absolute_error: 54.4097 - val_loss: 10344.7365 - val_mean_absolute_error: 68.7227 Epoch 1398/5000 148/148 [==============================] - 0s 20us/step - loss: 5813.5439 - mean_absolute_error: 54.4034 - val_loss: 10343.4171 - val_mean_absolute_error: 68.7164 Epoch 1399/5000 148/148 [==============================] - 0s 20us/step - loss: 5812.2578 - mean_absolute_error: 54.3972 - val_loss: 10342.0909 - val_mean_absolute_error: 68.7101 Epoch 1400/5000 148/148 [==============================] - 0s 27us/step - loss: 5810.9805 - mean_absolute_error: 54.3908 - val_loss: 10340.7440 - val_mean_absolute_error: 68.7038 Epoch 1401/5000 148/148 [==============================] - 0s 27us/step - loss: 5809.6958 - mean_absolute_error: 54.3844 - val_loss: 10339.3900 - val_mean_absolute_error: 68.6975 Epoch 1402/5000 148/148 [==============================] - 0s 27us/step - loss: 5808.4233 - mean_absolute_error: 54.3781 - val_loss: 10338.0979 - val_mean_absolute_error: 68.6913 Epoch 1403/5000 148/148 [==============================] - 0s 27us/step - loss: 5807.1475 - mean_absolute_error: 54.3717 - val_loss: 10336.7890 - val_mean_absolute_error: 68.6852 Epoch 1404/5000 148/148 [==============================] - 0s 27us/step - loss: 5805.8765 - mean_absolute_error: 54.3653 - val_loss: 10335.4621 - val_mean_absolute_error: 68.6789 Epoch 1405/5000 148/148 [==============================] - 0s 27us/step - loss: 5804.6025 - mean_absolute_error: 54.3590 - val_loss: 10334.1214 - val_mean_absolute_error: 68.6726 Epoch 1406/5000 148/148 [==============================] - 0s 27us/step - loss: 5803.3257 - mean_absolute_error: 54.3528 - val_loss: 10332.8507 - val_mean_absolute_error: 68.6663 Epoch 1407/5000 148/148 [==============================] - 0s 34us/step - loss: 5802.0547 - mean_absolute_error: 54.3464 - val_loss: 10331.5375 - val_mean_absolute_error: 68.6599 Epoch 1408/5000 148/148 [==============================] - 0s 27us/step - loss: 5800.7822 - mean_absolute_error: 54.3401 - val_loss: 10330.1733 - val_mean_absolute_error: 68.6534 Epoch 1409/5000 148/148 [==============================] - 0s 20us/step - loss: 5799.5151 - mean_absolute_error: 54.3339 - val_loss: 10328.8110 - val_mean_absolute_error: 68.6470 Epoch 1410/5000 148/148 [==============================] - 0s 41us/step - loss: 5798.2441 - mean_absolute_error: 54.3277 - val_loss: 10327.4558 - val_mean_absolute_error: 68.6406 Epoch 1411/5000 148/148 [==============================] - 0s 20us/step - loss: 5796.9795 - mean_absolute_error: 54.3215 - val_loss: 10326.1925 - val_mean_absolute_error: 68.6345 Epoch 1412/5000 148/148 [==============================] - 0s 34us/step - loss: 5795.7139 - mean_absolute_error: 54.3150 - val_loss: 10324.9291 - val_mean_absolute_error: 68.6285 Epoch 1413/5000 148/148 [==============================] - 0s 27us/step - loss: 5794.4502 - mean_absolute_error: 54.3086 - val_loss: 10323.6805 - val_mean_absolute_error: 68.6224 Epoch 1414/5000 148/148 [==============================] - 0s 27us/step - loss: 5793.1816 - mean_absolute_error: 54.3023 - val_loss: 10322.4185 - val_mean_absolute_error: 68.6165 Epoch 1415/5000 148/148 [==============================] - 0s 27us/step - loss: 5791.9243 - mean_absolute_error: 54.2960 - val_loss: 10321.1309 - val_mean_absolute_error: 68.6104 Epoch 1416/5000 148/148 [==============================] - 0s 27us/step - loss: 5790.6626 - mean_absolute_error: 54.2897 - val_loss: 10319.8193 - val_mean_absolute_error: 68.6042 Epoch 1417/5000 148/148 [==============================] - 0s 27us/step - loss: 5789.3999 - mean_absolute_error: 54.2834 - val_loss: 10318.4787 - val_mean_absolute_error: 68.5980 Epoch 1418/5000 148/148 [==============================] - 0s 20us/step - loss: 5788.1260 - mean_absolute_error: 54.2769 - val_loss: 10317.1136 - val_mean_absolute_error: 68.5917 Epoch 1419/5000 148/148 [==============================] - 0s 34us/step - loss: 5786.8687 - mean_absolute_error: 54.2704 - val_loss: 10315.7336 - val_mean_absolute_error: 68.5854 Epoch 1420/5000 148/148 [==============================] - 0s 34us/step - loss: 5785.6123 - mean_absolute_error: 54.2641 - val_loss: 10314.3655 - val_mean_absolute_error: 68.5790 Epoch 1421/5000 148/148 [==============================] - 0s 20us/step - loss: 5784.3516 - mean_absolute_error: 54.2578 - val_loss: 10313.0910 - val_mean_absolute_error: 68.5728 Epoch 1422/5000 148/148 [==============================] - 0s 34us/step - loss: 5783.0889 - mean_absolute_error: 54.2513 - val_loss: 10311.8139 - val_mean_absolute_error: 68.5667 Epoch 1423/5000 148/148 [==============================] - 0s 27us/step - loss: 5781.8262 - mean_absolute_error: 54.2450 - val_loss: 10310.5109 - val_mean_absolute_error: 68.5605 Epoch 1424/5000 148/148 [==============================] - 0s 27us/step - loss: 5780.5601 - mean_absolute_error: 54.2387 - val_loss: 10309.1698 - val_mean_absolute_error: 68.5543 Epoch 1425/5000 148/148 [==============================] - 0s 20us/step - loss: 5779.3120 - mean_absolute_error: 54.2326 - val_loss: 10307.9043 - val_mean_absolute_error: 68.5481 Epoch 1426/5000 148/148 [==============================] - 0s 34us/step - loss: 5778.0576 - mean_absolute_error: 54.2261 - val_loss: 10306.6961 - val_mean_absolute_error: 68.5420 Epoch 1427/5000 148/148 [==============================] - 0s 20us/step - loss: 5776.7896 - mean_absolute_error: 54.2194 - val_loss: 10305.4473 - val_mean_absolute_error: 68.5358 Epoch 1428/5000 148/148 [==============================] - 0s 27us/step - loss: 5775.5259 - mean_absolute_error: 54.2128 - val_loss: 10304.1639 - val_mean_absolute_error: 68.5296 Epoch 1429/5000 148/148 [==============================] - 0s 27us/step - loss: 5774.2822 - mean_absolute_error: 54.2064 - val_loss: 10302.8530 - val_mean_absolute_error: 68.5234 Epoch 1430/5000 148/148 [==============================] - 0s 27us/step - loss: 5773.0298 - mean_absolute_error: 54.2002 - val_loss: 10301.5507 - val_mean_absolute_error: 68.5171 Epoch 1431/5000 148/148 [==============================] - 0s 20us/step - loss: 5771.7715 - mean_absolute_error: 54.1937 - val_loss: 10300.2733 - val_mean_absolute_error: 68.5109 Epoch 1432/5000 148/148 [==============================] - 0s 34us/step - loss: 5770.5107 - mean_absolute_error: 54.1873 - val_loss: 10298.9970 - val_mean_absolute_error: 68.5049 Epoch 1433/5000 148/148 [==============================] - 0s 27us/step - loss: 5769.2539 - mean_absolute_error: 54.1808 - val_loss: 10297.7234 - val_mean_absolute_error: 68.4989 Epoch 1434/5000 148/148 [==============================] - 0s 27us/step - loss: 5767.9966 - mean_absolute_error: 54.1743 - val_loss: 10296.4280 - val_mean_absolute_error: 68.4930 Epoch 1435/5000 148/148 [==============================] - 0s 27us/step - loss: 5766.7446 - mean_absolute_error: 54.1680 - val_loss: 10295.1035 - val_mean_absolute_error: 68.4871 Epoch 1436/5000 148/148 [==============================] - 0s 20us/step - loss: 5765.4927 - mean_absolute_error: 54.1617 - val_loss: 10293.7584 - val_mean_absolute_error: 68.4810 Epoch 1437/5000 148/148 [==============================] - 0s 27us/step - loss: 5764.2373 - mean_absolute_error: 54.1554 - val_loss: 10292.4007 - val_mean_absolute_error: 68.4749 Epoch 1438/5000 148/148 [==============================] - 0s 20us/step - loss: 5762.9849 - mean_absolute_error: 54.1490 - val_loss: 10291.0413 - val_mean_absolute_error: 68.4686 Epoch 1439/5000 148/148 [==============================] - 0s 34us/step - loss: 5761.7305 - mean_absolute_error: 54.1427 - val_loss: 10289.7817 - val_mean_absolute_error: 68.4623 Epoch 1440/5000 148/148 [==============================] - 0s 34us/step - loss: 5760.4795 - mean_absolute_error: 54.1362 - val_loss: 10288.5104 - val_mean_absolute_error: 68.4561 Epoch 1441/5000 148/148 [==============================] - 0s 20us/step - loss: 5759.2329 - mean_absolute_error: 54.1299 - val_loss: 10287.2025 - val_mean_absolute_error: 68.4500 Epoch 1442/5000 148/148 [==============================] - 0s 34us/step - loss: 5757.9692 - mean_absolute_error: 54.1235 - val_loss: 10285.9489 - val_mean_absolute_error: 68.4440 Epoch 1443/5000 148/148 [==============================] - 0s 27us/step - loss: 5756.6982 - mean_absolute_error: 54.1171 - val_loss: 10284.6613 - val_mean_absolute_error: 68.4381 Epoch 1444/5000 148/148 [==============================] - 0s 20us/step - loss: 5755.4170 - mean_absolute_error: 54.1106 - val_loss: 10283.3476 - val_mean_absolute_error: 68.4322 Epoch 1445/5000 148/148 [==============================] - 0s 34us/step - loss: 5754.1436 - mean_absolute_error: 54.1041 - val_loss: 10282.0291 - val_mean_absolute_error: 68.4261 Epoch 1446/5000 148/148 [==============================] - 0s 27us/step - loss: 5752.8667 - mean_absolute_error: 54.0977 - val_loss: 10280.7105 - val_mean_absolute_error: 68.4199 Epoch 1447/5000 148/148 [==============================] - 0s 20us/step - loss: 5751.5771 - mean_absolute_error: 54.0912 - val_loss: 10279.4021 - val_mean_absolute_error: 68.4136 Epoch 1448/5000 148/148 [==============================] - 0s 27us/step - loss: 5750.3076 - mean_absolute_error: 54.0848 - val_loss: 10278.1702 - val_mean_absolute_error: 68.4075 Epoch 1449/5000 148/148 [==============================] - 0s 27us/step - loss: 5749.0156 - mean_absolute_error: 54.0780 - val_loss: 10276.9164 - val_mean_absolute_error: 68.4014 Epoch 1450/5000 148/148 [==============================] - 0s 20us/step - loss: 5747.7275 - mean_absolute_error: 54.0714 - val_loss: 10275.6421 - val_mean_absolute_error: 68.3954 Epoch 1451/5000 148/148 [==============================] - 0s 27us/step - loss: 5746.4419 - mean_absolute_error: 54.0648 - val_loss: 10274.3195 - val_mean_absolute_error: 68.3895 Epoch 1452/5000 148/148 [==============================] - 0s 34us/step - loss: 5745.1426 - mean_absolute_error: 54.0582 - val_loss: 10272.9469 - val_mean_absolute_error: 68.3836 Epoch 1453/5000 148/148 [==============================] - 0s 27us/step - loss: 5743.8511 - mean_absolute_error: 54.0518 - val_loss: 10271.5554 - val_mean_absolute_error: 68.3775 Epoch 1454/5000 148/148 [==============================] - 0s 27us/step - loss: 5742.5669 - mean_absolute_error: 54.0453 - val_loss: 10270.2331 - val_mean_absolute_error: 68.3715 Epoch 1455/5000 148/148 [==============================] - 0s 27us/step - loss: 5741.2812 - mean_absolute_error: 54.0387 - val_loss: 10268.9005 - val_mean_absolute_error: 68.3654 Epoch 1456/5000 148/148 [==============================] - 0s 27us/step - loss: 5739.9907 - mean_absolute_error: 54.0322 - val_loss: 10267.5573 - val_mean_absolute_error: 68.3591 Epoch 1457/5000 148/148 [==============================] - 0s 27us/step - loss: 5738.6978 - mean_absolute_error: 54.0258 - val_loss: 10266.3088 - val_mean_absolute_error: 68.3529 Epoch 1458/5000 148/148 [==============================] - 0s 34us/step - loss: 5737.4058 - mean_absolute_error: 54.0190 - val_loss: 10265.0430 - val_mean_absolute_error: 68.3468 Epoch 1459/5000 148/148 [==============================] - 0s 34us/step - loss: 5736.1182 - mean_absolute_error: 54.0124 - val_loss: 10263.7584 - val_mean_absolute_error: 68.3408 Epoch 1460/5000 148/148 [==============================] - 0s 34us/step - loss: 5734.8296 - mean_absolute_error: 54.0059 - val_loss: 10262.4577 - val_mean_absolute_error: 68.3348 Epoch 1461/5000 148/148 [==============================] - 0s 20us/step - loss: 5733.5347 - mean_absolute_error: 53.9992 - val_loss: 10261.1601 - val_mean_absolute_error: 68.3290 Epoch 1462/5000 148/148 [==============================] - 0s 20us/step - loss: 5732.2441 - mean_absolute_error: 53.9925 - val_loss: 10259.8420 - val_mean_absolute_error: 68.3232 Epoch 1463/5000 148/148 [==============================] - 0s 27us/step - loss: 5730.9526 - mean_absolute_error: 53.9860 - val_loss: 10258.5213 - val_mean_absolute_error: 68.3174 Epoch 1464/5000 148/148 [==============================] - 0s 27us/step - loss: 5729.6704 - mean_absolute_error: 53.9799 - val_loss: 10257.1826 - val_mean_absolute_error: 68.3113 Epoch 1465/5000 148/148 [==============================] - 0s 27us/step - loss: 5728.3799 - mean_absolute_error: 53.9743 - val_loss: 10255.8101 - val_mean_absolute_error: 68.3051 Epoch 1466/5000 148/148 [==============================] - 0s 34us/step - loss: 5727.0747 - mean_absolute_error: 53.9687 - val_loss: 10254.4280 - val_mean_absolute_error: 68.2989 Epoch 1467/5000 148/148 [==============================] - 0s 34us/step - loss: 5725.7998 - mean_absolute_error: 53.9631 - val_loss: 10253.1307 - val_mean_absolute_error: 68.2928 Epoch 1468/5000 148/148 [==============================] - 0s 34us/step - loss: 5724.5142 - mean_absolute_error: 53.9574 - val_loss: 10251.8355 - val_mean_absolute_error: 68.2872 Epoch 1469/5000 148/148 [==============================] - 0s 27us/step - loss: 5723.2261 - mean_absolute_error: 53.9517 - val_loss: 10250.5262 - val_mean_absolute_error: 68.2817 Epoch 1470/5000 148/148 [==============================] - 0s 27us/step - loss: 5721.9336 - mean_absolute_error: 53.9462 - val_loss: 10249.2628 - val_mean_absolute_error: 68.2763 Epoch 1471/5000 148/148 [==============================] - 0s 27us/step - loss: 5720.6460 - mean_absolute_error: 53.9406 - val_loss: 10247.9562 - val_mean_absolute_error: 68.2706 Epoch 1472/5000 148/148 [==============================] - 0s 34us/step - loss: 5719.3608 - mean_absolute_error: 53.9352 - val_loss: 10246.6264 - val_mean_absolute_error: 68.2648 Epoch 1473/5000 148/148 [==============================] - 0s 20us/step - loss: 5718.0693 - mean_absolute_error: 53.9298 - val_loss: 10245.3557 - val_mean_absolute_error: 68.2591 Epoch 1474/5000 148/148 [==============================] - 0s 34us/step - loss: 5716.7881 - mean_absolute_error: 53.9243 - val_loss: 10244.0708 - val_mean_absolute_error: 68.2533 Epoch 1475/5000 148/148 [==============================] - 0s 27us/step - loss: 5715.5093 - mean_absolute_error: 53.9188 - val_loss: 10242.7713 - val_mean_absolute_error: 68.2477 Epoch 1476/5000 148/148 [==============================] - 0s 27us/step - loss: 5714.2261 - mean_absolute_error: 53.9132 - val_loss: 10241.4725 - val_mean_absolute_error: 68.2420 Epoch 1477/5000 148/148 [==============================] - 0s 20us/step - loss: 5712.9370 - mean_absolute_error: 53.9074 - val_loss: 10240.1723 - val_mean_absolute_error: 68.2363 Epoch 1478/5000 148/148 [==============================] - 0s 34us/step - loss: 5711.6533 - mean_absolute_error: 53.9017 - val_loss: 10238.8577 - val_mean_absolute_error: 68.2306 Epoch 1479/5000 148/148 [==============================] - 0s 27us/step - loss: 5710.3696 - mean_absolute_error: 53.8962 - val_loss: 10237.5375 - val_mean_absolute_error: 68.2249 Epoch 1480/5000 148/148 [==============================] - 0s 27us/step - loss: 5709.0884 - mean_absolute_error: 53.8907 - val_loss: 10236.1928 - val_mean_absolute_error: 68.2192 Epoch 1481/5000 148/148 [==============================] - 0s 20us/step - loss: 5707.8076 - mean_absolute_error: 53.8852 - val_loss: 10234.8436 - val_mean_absolute_error: 68.2133 Epoch 1482/5000 148/148 [==============================] - 0s 20us/step - loss: 5706.5269 - mean_absolute_error: 53.8796 - val_loss: 10233.5826 - val_mean_absolute_error: 68.2077 Epoch 1483/5000 148/148 [==============================] - 0s 27us/step - loss: 5705.2466 - mean_absolute_error: 53.8737 - val_loss: 10232.2720 - val_mean_absolute_error: 68.2020 Epoch 1484/5000 148/148 [==============================] - 0s 20us/step - loss: 5703.9736 - mean_absolute_error: 53.8680 - val_loss: 10230.9314 - val_mean_absolute_error: 68.1962 Epoch 1485/5000 148/148 [==============================] - 0s 34us/step - loss: 5702.6953 - mean_absolute_error: 53.8625 - val_loss: 10229.5779 - val_mean_absolute_error: 68.1905 Epoch 1486/5000 148/148 [==============================] - 0s 34us/step - loss: 5701.4233 - mean_absolute_error: 53.8570 - val_loss: 10228.3134 - val_mean_absolute_error: 68.1848 Epoch 1487/5000 148/148 [==============================] - 0s 27us/step - loss: 5700.1440 - mean_absolute_error: 53.8514 - val_loss: 10227.0347 - val_mean_absolute_error: 68.1791 Epoch 1488/5000 148/148 [==============================] - 0s 27us/step - loss: 5698.8643 - mean_absolute_error: 53.8459 - val_loss: 10225.8337 - val_mean_absolute_error: 68.1736 Epoch 1489/5000 148/148 [==============================] - 0s 34us/step - loss: 5697.5898 - mean_absolute_error: 53.8406 - val_loss: 10224.6095 - val_mean_absolute_error: 68.1681 Epoch 1490/5000 148/148 [==============================] - 0s 34us/step - loss: 5696.3286 - mean_absolute_error: 53.8353 - val_loss: 10223.3530 - val_mean_absolute_error: 68.1625 Epoch 1491/5000 148/148 [==============================] - 0s 297us/step - loss: 5695.0518 - mean_absolute_error: 53.8299 - val_loss: 10222.0798 - val_mean_absolute_error: 68.1567 Epoch 1492/5000 148/148 [==============================] - 0s 20us/step - loss: 5693.7798 - mean_absolute_error: 53.8244 - val_loss: 10220.7677 - val_mean_absolute_error: 68.1510 Epoch 1493/5000 148/148 [==============================] - 0s 34us/step - loss: 5692.5137 - mean_absolute_error: 53.8191 - val_loss: 10219.4569 - val_mean_absolute_error: 68.1454 Epoch 1494/5000 148/148 [==============================] - 0s 27us/step - loss: 5691.2407 - mean_absolute_error: 53.8139 - val_loss: 10218.1645 - val_mean_absolute_error: 68.1399 Epoch 1495/5000 148/148 [==============================] - 0s 27us/step - loss: 5689.9634 - mean_absolute_error: 53.8087 - val_loss: 10216.8493 - val_mean_absolute_error: 68.1343 Epoch 1496/5000 148/148 [==============================] - 0s 41us/step - loss: 5688.6919 - mean_absolute_error: 53.8036 - val_loss: 10215.5089 - val_mean_absolute_error: 68.1286 Epoch 1497/5000 148/148 [==============================] - 0s 101us/step - loss: 5687.4263 - mean_absolute_error: 53.7985 - val_loss: 10214.1611 - val_mean_absolute_error: 68.1227 Epoch 1498/5000 148/148 [==============================] - 0s 34us/step - loss: 5686.1641 - mean_absolute_error: 53.7932 - val_loss: 10212.8876 - val_mean_absolute_error: 68.1169 Epoch 1499/5000 148/148 [==============================] - 0s 27us/step - loss: 5684.8848 - mean_absolute_error: 53.7876 - val_loss: 10211.6833 - val_mean_absolute_error: 68.1114 Epoch 1500/5000 148/148 [==============================] - 0s 27us/step - loss: 5683.6284 - mean_absolute_error: 53.7821 - val_loss: 10210.4298 - val_mean_absolute_error: 68.1061 Epoch 1501/5000 148/148 [==============================] - 0s 34us/step - loss: 5682.3677 - mean_absolute_error: 53.7767 - val_loss: 10209.1394 - val_mean_absolute_error: 68.1006 Epoch 1502/5000 148/148 [==============================] - 0s 27us/step - loss: 5681.1006 - mean_absolute_error: 53.7714 - val_loss: 10207.8633 - val_mean_absolute_error: 68.0951 Epoch 1503/5000 148/148 [==============================] - 0s 20us/step - loss: 5679.8379 - mean_absolute_error: 53.7662 - val_loss: 10206.5651 - val_mean_absolute_error: 68.0897 Epoch 1504/5000 148/148 [==============================] - 0s 27us/step - loss: 5678.5645 - mean_absolute_error: 53.7611 - val_loss: 10205.2562 - val_mean_absolute_error: 68.0844 Epoch 1505/5000 148/148 [==============================] - 0s 27us/step - loss: 5677.3032 - mean_absolute_error: 53.7560 - val_loss: 10203.9257 - val_mean_absolute_error: 68.0790 Epoch 1506/5000 148/148 [==============================] - 0s 20us/step - loss: 5676.0557 - mean_absolute_error: 53.7510 - val_loss: 10202.6809 - val_mean_absolute_error: 68.0735 Epoch 1507/5000 148/148 [==============================] - 0s 27us/step - loss: 5674.7822 - mean_absolute_error: 53.7455 - val_loss: 10201.4194 - val_mean_absolute_error: 68.0679 Epoch 1508/5000 148/148 [==============================] - 0s 27us/step - loss: 5673.5171 - mean_absolute_error: 53.7400 - val_loss: 10200.1282 - val_mean_absolute_error: 68.0622 Epoch 1509/5000 148/148 [==============================] - 0s 34us/step - loss: 5672.2690 - mean_absolute_error: 53.7344 - val_loss: 10198.8385 - val_mean_absolute_error: 68.0568 Epoch 1510/5000 148/148 [==============================] - 0s 20us/step - loss: 5671.0156 - mean_absolute_error: 53.7291 - val_loss: 10197.5526 - val_mean_absolute_error: 68.0515 Epoch 1511/5000 148/148 [==============================] - 0s 20us/step - loss: 5669.7539 - mean_absolute_error: 53.7237 - val_loss: 10196.2660 - val_mean_absolute_error: 68.0462 Epoch 1512/5000 148/148 [==============================] - 0s 20us/step - loss: 5668.4878 - mean_absolute_error: 53.7185 - val_loss: 10194.9732 - val_mean_absolute_error: 68.0408 Epoch 1513/5000 148/148 [==============================] - 0s 27us/step - loss: 5667.2349 - mean_absolute_error: 53.7134 - val_loss: 10193.7408 - val_mean_absolute_error: 68.0353 Epoch 1514/5000 148/148 [==============================] - 0s 27us/step - loss: 5665.9907 - mean_absolute_error: 53.7082 - val_loss: 10192.5409 - val_mean_absolute_error: 68.0300 Epoch 1515/5000 148/148 [==============================] - 0s 27us/step - loss: 5664.7202 - mean_absolute_error: 53.7027 - val_loss: 10191.2858 - val_mean_absolute_error: 68.0249 Epoch 1516/5000 148/148 [==============================] - 0s 27us/step - loss: 5663.4668 - mean_absolute_error: 53.6974 - val_loss: 10190.0168 - val_mean_absolute_error: 68.0198 Epoch 1517/5000 148/148 [==============================] - 0s 20us/step - loss: 5662.2197 - mean_absolute_error: 53.6921 - val_loss: 10188.7487 - val_mean_absolute_error: 68.0146 Epoch 1518/5000 148/148 [==============================] - 0s 27us/step - loss: 5660.9673 - mean_absolute_error: 53.6869 - val_loss: 10187.4706 - val_mean_absolute_error: 68.0093 Epoch 1519/5000 148/148 [==============================] - 0s 27us/step - loss: 5659.7056 - mean_absolute_error: 53.6816 - val_loss: 10186.1876 - val_mean_absolute_error: 68.0038 Epoch 1520/5000 148/148 [==============================] - 0s 27us/step - loss: 5658.4722 - mean_absolute_error: 53.6764 - val_loss: 10184.9831 - val_mean_absolute_error: 67.9986 Epoch 1521/5000 148/148 [==============================] - 0s 27us/step - loss: 5657.2173 - mean_absolute_error: 53.6710 - val_loss: 10183.8511 - val_mean_absolute_error: 67.9935 Epoch 1522/5000 148/148 [==============================] - 0s 20us/step - loss: 5655.9678 - mean_absolute_error: 53.6653 - val_loss: 10182.6754 - val_mean_absolute_error: 67.9883 Epoch 1523/5000 148/148 [==============================] - 0s 27us/step - loss: 5654.7295 - mean_absolute_error: 53.6599 - val_loss: 10181.4548 - val_mean_absolute_error: 67.9831 Epoch 1524/5000 148/148 [==============================] - 0s 20us/step - loss: 5653.4766 - mean_absolute_error: 53.6545 - val_loss: 10180.1994 - val_mean_absolute_error: 67.9777 Epoch 1525/5000 148/148 [==============================] - 0s 27us/step - loss: 5652.2236 - mean_absolute_error: 53.6492 - val_loss: 10178.9203 - val_mean_absolute_error: 67.9723 Epoch 1526/5000 148/148 [==============================] - 0s 34us/step - loss: 5650.9766 - mean_absolute_error: 53.6441 - val_loss: 10177.6285 - val_mean_absolute_error: 67.9669 Epoch 1527/5000 148/148 [==============================] - 0s 20us/step - loss: 5649.7349 - mean_absolute_error: 53.6389 - val_loss: 10176.3340 - val_mean_absolute_error: 67.9615 Epoch 1528/5000 148/148 [==============================] - 0s 20us/step - loss: 5648.4873 - mean_absolute_error: 53.6335 - val_loss: 10175.0383 - val_mean_absolute_error: 67.9559 Epoch 1529/5000 148/148 [==============================] - 0s 27us/step - loss: 5647.2388 - mean_absolute_error: 53.6280 - val_loss: 10173.7083 - val_mean_absolute_error: 67.9503 Epoch 1530/5000 148/148 [==============================] - 0s 20us/step - loss: 5645.9946 - mean_absolute_error: 53.6226 - val_loss: 10172.3761 - val_mean_absolute_error: 67.9449 Epoch 1531/5000 148/148 [==============================] - 0s 27us/step - loss: 5644.7476 - mean_absolute_error: 53.6174 - val_loss: 10171.0429 - val_mean_absolute_error: 67.9395 Epoch 1532/5000 148/148 [==============================] - 0s 34us/step - loss: 5643.5015 - mean_absolute_error: 53.6123 - val_loss: 10169.7980 - val_mean_absolute_error: 67.9342 Epoch 1533/5000 148/148 [==============================] - 0s 27us/step - loss: 5642.2622 - mean_absolute_error: 53.6070 - val_loss: 10168.5435 - val_mean_absolute_error: 67.9289 Epoch 1534/5000 148/148 [==============================] - 0s 20us/step - loss: 5641.0225 - mean_absolute_error: 53.6017 - val_loss: 10167.3777 - val_mean_absolute_error: 67.9236 Epoch 1535/5000 148/148 [==============================] - 0s 20us/step - loss: 5639.7886 - mean_absolute_error: 53.5961 - val_loss: 10166.1643 - val_mean_absolute_error: 67.9183 Epoch 1536/5000 148/148 [==============================] - 0s 20us/step - loss: 5638.5513 - mean_absolute_error: 53.5906 - val_loss: 10164.9038 - val_mean_absolute_error: 67.9131 Epoch 1537/5000 148/148 [==============================] - 0s 20us/step - loss: 5637.3125 - mean_absolute_error: 53.5854 - val_loss: 10163.6225 - val_mean_absolute_error: 67.9079 Epoch 1538/5000 148/148 [==============================] - 0s 27us/step - loss: 5636.0669 - mean_absolute_error: 53.5802 - val_loss: 10162.3442 - val_mean_absolute_error: 67.9027 Epoch 1539/5000 148/148 [==============================] - 0s 27us/step - loss: 5634.8452 - mean_absolute_error: 53.5753 - val_loss: 10161.1580 - val_mean_absolute_error: 67.8975 Epoch 1540/5000 148/148 [==============================] - 0s 27us/step - loss: 5633.6021 - mean_absolute_error: 53.5702 - val_loss: 10160.0552 - val_mean_absolute_error: 67.8924 Epoch 1541/5000 148/148 [==============================] - 0s 27us/step - loss: 5632.3633 - mean_absolute_error: 53.5648 - val_loss: 10158.9161 - val_mean_absolute_error: 67.8873 Epoch 1542/5000 148/148 [==============================] - 0s 27us/step - loss: 5631.1362 - mean_absolute_error: 53.5597 - val_loss: 10157.7440 - val_mean_absolute_error: 67.8820 Epoch 1543/5000 148/148 [==============================] - 0s 34us/step - loss: 5629.9053 - mean_absolute_error: 53.5546 - val_loss: 10156.5155 - val_mean_absolute_error: 67.8769 Epoch 1544/5000 148/148 [==============================] - 0s 27us/step - loss: 5628.6704 - mean_absolute_error: 53.5497 - val_loss: 10155.2613 - val_mean_absolute_error: 67.8717 Epoch 1545/5000 148/148 [==============================] - 0s 27us/step - loss: 5627.4360 - mean_absolute_error: 53.5448 - val_loss: 10153.9769 - val_mean_absolute_error: 67.8664 Epoch 1546/5000 148/148 [==============================] - 0s 27us/step - loss: 5626.2046 - mean_absolute_error: 53.5398 - val_loss: 10152.6841 - val_mean_absolute_error: 67.8609 Epoch 1547/5000 148/148 [==============================] - 0s 27us/step - loss: 5624.9736 - mean_absolute_error: 53.5349 - val_loss: 10151.3885 - val_mean_absolute_error: 67.8554 Epoch 1548/5000 148/148 [==============================] - 0s 27us/step - loss: 5623.7373 - mean_absolute_error: 53.5300 - val_loss: 10150.1125 - val_mean_absolute_error: 67.8500 Epoch 1549/5000 148/148 [==============================] - 0s 27us/step - loss: 5622.5078 - mean_absolute_error: 53.5252 - val_loss: 10148.8252 - val_mean_absolute_error: 67.8446 Epoch 1550/5000 148/148 [==============================] - 0s 27us/step - loss: 5621.2812 - mean_absolute_error: 53.5203 - val_loss: 10147.6132 - val_mean_absolute_error: 67.8395 Epoch 1551/5000 148/148 [==============================] - 0s 27us/step - loss: 5620.0488 - mean_absolute_error: 53.5152 - val_loss: 10146.3816 - val_mean_absolute_error: 67.8341 Epoch 1552/5000 148/148 [==============================] - 0s 27us/step - loss: 5618.8237 - mean_absolute_error: 53.5100 - val_loss: 10145.1391 - val_mean_absolute_error: 67.8287 Epoch 1553/5000 148/148 [==============================] - 0s 27us/step - loss: 5617.6016 - mean_absolute_error: 53.5049 - val_loss: 10143.8433 - val_mean_absolute_error: 67.8232 Epoch 1554/5000 148/148 [==============================] - 0s 27us/step - loss: 5616.3755 - mean_absolute_error: 53.5000 - val_loss: 10142.6249 - val_mean_absolute_error: 67.8179 Epoch 1555/5000 148/148 [==============================] - 0s 20us/step - loss: 5615.1489 - mean_absolute_error: 53.4949 - val_loss: 10141.3613 - val_mean_absolute_error: 67.8126 Epoch 1556/5000 148/148 [==============================] - 0s 34us/step - loss: 5613.9253 - mean_absolute_error: 53.4901 - val_loss: 10140.1816 - val_mean_absolute_error: 67.8075 Epoch 1557/5000 148/148 [==============================] - 0s 27us/step - loss: 5612.6997 - mean_absolute_error: 53.4851 - val_loss: 10138.9933 - val_mean_absolute_error: 67.8023 Epoch 1558/5000 148/148 [==============================] - 0s 27us/step - loss: 5611.4722 - mean_absolute_error: 53.4801 - val_loss: 10137.7917 - val_mean_absolute_error: 67.7970 Epoch 1559/5000 148/148 [==============================] - 0s 27us/step - loss: 5610.2593 - mean_absolute_error: 53.4753 - val_loss: 10136.5800 - val_mean_absolute_error: 67.7917 Epoch 1560/5000 148/148 [==============================] - 0s 27us/step - loss: 5609.0454 - mean_absolute_error: 53.4703 - val_loss: 10135.4149 - val_mean_absolute_error: 67.7866 Epoch 1561/5000 148/148 [==============================] - 0s 20us/step - loss: 5607.8174 - mean_absolute_error: 53.4652 - val_loss: 10134.2271 - val_mean_absolute_error: 67.7815 Epoch 1562/5000 148/148 [==============================] - 0s 27us/step - loss: 5606.5981 - mean_absolute_error: 53.4599 - val_loss: 10133.0164 - val_mean_absolute_error: 67.7764 Epoch 1563/5000 148/148 [==============================] - 0s 27us/step - loss: 5605.3872 - mean_absolute_error: 53.4549 - val_loss: 10131.8109 - val_mean_absolute_error: 67.7713 Epoch 1564/5000 148/148 [==============================] - 0s 27us/step - loss: 5604.1689 - mean_absolute_error: 53.4499 - val_loss: 10130.5940 - val_mean_absolute_error: 67.7661 Epoch 1565/5000 148/148 [==============================] - 0s 27us/step - loss: 5602.9492 - mean_absolute_error: 53.4450 - val_loss: 10129.3666 - val_mean_absolute_error: 67.7608 Epoch 1566/5000 148/148 [==============================] - 0s 27us/step - loss: 5601.7422 - mean_absolute_error: 53.4402 - val_loss: 10128.1207 - val_mean_absolute_error: 67.7556 Epoch 1567/5000 148/148 [==============================] - 0s 34us/step - loss: 5600.5415 - mean_absolute_error: 53.4352 - val_loss: 10126.9484 - val_mean_absolute_error: 67.7505 Epoch 1568/5000 148/148 [==============================] - 0s 27us/step - loss: 5599.3164 - mean_absolute_error: 53.4300 - val_loss: 10125.8180 - val_mean_absolute_error: 67.7456 Epoch 1569/5000 148/148 [==============================] - 0s 27us/step - loss: 5598.1074 - mean_absolute_error: 53.4246 - val_loss: 10124.6414 - val_mean_absolute_error: 67.7404 Epoch 1570/5000 148/148 [==============================] - 0s 20us/step - loss: 5596.9038 - mean_absolute_error: 53.4194 - val_loss: 10123.4530 - val_mean_absolute_error: 67.7351 Epoch 1571/5000 148/148 [==============================] - 0s 20us/step - loss: 5595.6982 - mean_absolute_error: 53.4142 - val_loss: 10122.2330 - val_mean_absolute_error: 67.7299 Epoch 1572/5000 148/148 [==============================] - 0s 27us/step - loss: 5594.4897 - mean_absolute_error: 53.4092 - val_loss: 10121.0022 - val_mean_absolute_error: 67.7247 Epoch 1573/5000 148/148 [==============================] - 0s 20us/step - loss: 5593.2759 - mean_absolute_error: 53.4043 - val_loss: 10119.7607 - val_mean_absolute_error: 67.7196 Epoch 1574/5000 148/148 [==============================] - 0s 27us/step - loss: 5592.0562 - mean_absolute_error: 53.3994 - val_loss: 10118.5209 - val_mean_absolute_error: 67.7145 Epoch 1575/5000 148/148 [==============================] - 0s 20us/step - loss: 5590.8452 - mean_absolute_error: 53.3946 - val_loss: 10117.3608 - val_mean_absolute_error: 67.7094 Epoch 1576/5000 148/148 [==============================] - 0s 34us/step - loss: 5589.6387 - mean_absolute_error: 53.3895 - val_loss: 10116.1810 - val_mean_absolute_error: 67.7044 Epoch 1577/5000 148/148 [==============================] - 0s 27us/step - loss: 5588.4297 - mean_absolute_error: 53.3843 - val_loss: 10114.9678 - val_mean_absolute_error: 67.6993 Epoch 1578/5000 148/148 [==============================] - 0s 20us/step - loss: 5587.2275 - mean_absolute_error: 53.3791 - val_loss: 10113.7511 - val_mean_absolute_error: 67.6942 Epoch 1579/5000 148/148 [==============================] - 0s 34us/step - loss: 5586.0254 - mean_absolute_error: 53.3740 - val_loss: 10112.6313 - val_mean_absolute_error: 67.6891 Epoch 1580/5000 148/148 [==============================] - 0s 27us/step - loss: 5584.8169 - mean_absolute_error: 53.3688 - val_loss: 10111.4796 - val_mean_absolute_error: 67.6840 Epoch 1581/5000 148/148 [==============================] - 0s 34us/step - loss: 5583.6157 - mean_absolute_error: 53.3637 - val_loss: 10110.2680 - val_mean_absolute_error: 67.6789 Epoch 1582/5000 148/148 [==============================] - 0s 27us/step - loss: 5582.4131 - mean_absolute_error: 53.3588 - val_loss: 10109.0237 - val_mean_absolute_error: 67.6737 Epoch 1583/5000 148/148 [==============================] - 0s 27us/step - loss: 5581.2075 - mean_absolute_error: 53.3538 - val_loss: 10107.8761 - val_mean_absolute_error: 67.6685 Epoch 1584/5000 148/148 [==============================] - 0s 20us/step - loss: 5580.0088 - mean_absolute_error: 53.3485 - val_loss: 10106.7027 - val_mean_absolute_error: 67.6635 Epoch 1585/5000 148/148 [==============================] - 0s 20us/step - loss: 5578.8062 - mean_absolute_error: 53.3433 - val_loss: 10105.5134 - val_mean_absolute_error: 67.6585 Epoch 1586/5000 148/148 [==============================] - 0s 27us/step - loss: 5577.6025 - mean_absolute_error: 53.3382 - val_loss: 10104.3227 - val_mean_absolute_error: 67.6535 Epoch 1587/5000 148/148 [==============================] - 0s 20us/step - loss: 5576.3970 - mean_absolute_error: 53.3332 - val_loss: 10103.2020 - val_mean_absolute_error: 67.6486 Epoch 1588/5000 148/148 [==============================] - 0s 27us/step - loss: 5575.1963 - mean_absolute_error: 53.3281 - val_loss: 10102.0559 - val_mean_absolute_error: 67.6435 Epoch 1589/5000 148/148 [==============================] - 0s 27us/step - loss: 5574.0049 - mean_absolute_error: 53.3229 - val_loss: 10100.8673 - val_mean_absolute_error: 67.6383 Epoch 1590/5000 148/148 [==============================] - 0s 27us/step - loss: 5572.8018 - mean_absolute_error: 53.3177 - val_loss: 10099.6299 - val_mean_absolute_error: 67.6332 Epoch 1591/5000 148/148 [==============================] - 0s 27us/step - loss: 5571.6016 - mean_absolute_error: 53.3127 - val_loss: 10098.3833 - val_mean_absolute_error: 67.6281 Epoch 1592/5000 148/148 [==============================] - 0s 27us/step - loss: 5570.4170 - mean_absolute_error: 53.3077 - val_loss: 10097.2270 - val_mean_absolute_error: 67.6231 Epoch 1593/5000 148/148 [==============================] - 0s 27us/step - loss: 5569.2212 - mean_absolute_error: 53.3026 - val_loss: 10096.1595 - val_mean_absolute_error: 67.6182 Epoch 1594/5000 148/148 [==============================] - 0s 20us/step - loss: 5568.0161 - mean_absolute_error: 53.2972 - val_loss: 10095.0466 - val_mean_absolute_error: 67.6130 Epoch 1595/5000 148/148 [==============================] - 0s 27us/step - loss: 5566.8232 - mean_absolute_error: 53.2919 - val_loss: 10093.9118 - val_mean_absolute_error: 67.6080 Epoch 1596/5000 148/148 [==============================] - 0s 27us/step - loss: 5565.6279 - mean_absolute_error: 53.2867 - val_loss: 10092.7549 - val_mean_absolute_error: 67.6029 Epoch 1597/5000 148/148 [==============================] - 0s 20us/step - loss: 5564.4326 - mean_absolute_error: 53.2817 - val_loss: 10091.5813 - val_mean_absolute_error: 67.5980 Epoch 1598/5000 148/148 [==============================] - 0s 34us/step - loss: 5563.2383 - mean_absolute_error: 53.2766 - val_loss: 10090.3679 - val_mean_absolute_error: 67.5930 Epoch 1599/5000 148/148 [==============================] - 0s 27us/step - loss: 5562.0337 - mean_absolute_error: 53.2715 - val_loss: 10089.1159 - val_mean_absolute_error: 67.5879 Epoch 1600/5000 148/148 [==============================] - 0s 27us/step - loss: 5560.8472 - mean_absolute_error: 53.2663 - val_loss: 10087.8715 - val_mean_absolute_error: 67.5826 Epoch 1601/5000 148/148 [==============================] - 0s 27us/step - loss: 5559.6582 - mean_absolute_error: 53.2612 - val_loss: 10086.7321 - val_mean_absolute_error: 67.5775 Epoch 1602/5000 148/148 [==============================] - 0s 34us/step - loss: 5558.4595 - mean_absolute_error: 53.2560 - val_loss: 10085.5864 - val_mean_absolute_error: 67.5724 Epoch 1603/5000 148/148 [==============================] - 0s 20us/step - loss: 5557.2690 - mean_absolute_error: 53.2508 - val_loss: 10084.3925 - val_mean_absolute_error: 67.5674 Epoch 1604/5000 148/148 [==============================] - 0s 27us/step - loss: 5556.0815 - mean_absolute_error: 53.2459 - val_loss: 10083.2641 - val_mean_absolute_error: 67.5624 Epoch 1605/5000 148/148 [==============================] - 0s 20us/step - loss: 5554.8818 - mean_absolute_error: 53.2407 - val_loss: 10082.1836 - val_mean_absolute_error: 67.5576 Epoch 1606/5000 148/148 [==============================] - 0s 27us/step - loss: 5553.6943 - mean_absolute_error: 53.2354 - val_loss: 10081.0705 - val_mean_absolute_error: 67.5528 Epoch 1607/5000 148/148 [==============================] - 0s 27us/step - loss: 5552.5054 - mean_absolute_error: 53.2303 - val_loss: 10079.9408 - val_mean_absolute_error: 67.5477 Epoch 1608/5000 148/148 [==============================] - 0s 27us/step - loss: 5551.3286 - mean_absolute_error: 53.2253 - val_loss: 10078.7735 - val_mean_absolute_error: 67.5426 Epoch 1609/5000 148/148 [==============================] - 0s 34us/step - loss: 5550.1401 - mean_absolute_error: 53.2202 - val_loss: 10077.5670 - val_mean_absolute_error: 67.5376 Epoch 1610/5000 148/148 [==============================] - 0s 27us/step - loss: 5548.9531 - mean_absolute_error: 53.2151 - val_loss: 10076.3640 - val_mean_absolute_error: 67.5325 Epoch 1611/5000 148/148 [==============================] - 0s 27us/step - loss: 5547.7715 - mean_absolute_error: 53.2100 - val_loss: 10075.1545 - val_mean_absolute_error: 67.5273 Epoch 1612/5000 148/148 [==============================] - 0s 27us/step - loss: 5546.5830 - mean_absolute_error: 53.2050 - val_loss: 10073.9230 - val_mean_absolute_error: 67.5221 Epoch 1613/5000 148/148 [==============================] - 0s 34us/step - loss: 5545.4033 - mean_absolute_error: 53.1998 - val_loss: 10072.7674 - val_mean_absolute_error: 67.5171 Epoch 1614/5000 148/148 [==============================] - 0s 27us/step - loss: 5544.2163 - mean_absolute_error: 53.1944 - val_loss: 10071.6814 - val_mean_absolute_error: 67.5121 Epoch 1615/5000 148/148 [==============================] - 0s 27us/step - loss: 5543.0439 - mean_absolute_error: 53.1890 - val_loss: 10070.5868 - val_mean_absolute_error: 67.5071 Epoch 1616/5000 148/148 [==============================] - 0s 27us/step - loss: 5541.8696 - mean_absolute_error: 53.1836 - val_loss: 10069.4648 - val_mean_absolute_error: 67.5023 Epoch 1617/5000 148/148 [==============================] - 0s 27us/step - loss: 5540.6914 - mean_absolute_error: 53.1784 - val_loss: 10068.3126 - val_mean_absolute_error: 67.4973 Epoch 1618/5000 148/148 [==============================] - 0s 27us/step - loss: 5539.5171 - mean_absolute_error: 53.1732 - val_loss: 10067.1291 - val_mean_absolute_error: 67.4922 Epoch 1619/5000 148/148 [==============================] - 0s 34us/step - loss: 5538.3335 - mean_absolute_error: 53.1683 - val_loss: 10065.8967 - val_mean_absolute_error: 67.4870 Epoch 1620/5000 148/148 [==============================] - 0s 20us/step - loss: 5537.1528 - mean_absolute_error: 53.1634 - val_loss: 10064.6569 - val_mean_absolute_error: 67.4820 Epoch 1621/5000 148/148 [==============================] - 0s 27us/step - loss: 5535.9912 - mean_absolute_error: 53.1585 - val_loss: 10063.4969 - val_mean_absolute_error: 67.4770 Epoch 1622/5000 148/148 [==============================] - 0s 27us/step - loss: 5534.8110 - mean_absolute_error: 53.1533 - val_loss: 10062.4241 - val_mean_absolute_error: 67.4721 Epoch 1623/5000 148/148 [==============================] - 0s 27us/step - loss: 5533.6353 - mean_absolute_error: 53.1478 - val_loss: 10061.3209 - val_mean_absolute_error: 67.4669 Epoch 1624/5000 148/148 [==============================] - 0s 20us/step - loss: 5532.4766 - mean_absolute_error: 53.1424 - val_loss: 10060.1909 - val_mean_absolute_error: 67.4619 Epoch 1625/5000 148/148 [==============================] - 0s 27us/step - loss: 5531.3120 - mean_absolute_error: 53.1372 - val_loss: 10059.0057 - val_mean_absolute_error: 67.4569 Epoch 1626/5000 148/148 [==============================] - 0s 20us/step - loss: 5530.1382 - mean_absolute_error: 53.1322 - val_loss: 10057.7772 - val_mean_absolute_error: 67.4519 Epoch 1627/5000 148/148 [==============================] - 0s 27us/step - loss: 5528.9707 - mean_absolute_error: 53.1274 - val_loss: 10056.5397 - val_mean_absolute_error: 67.4467 Epoch 1628/5000 148/148 [==============================] - 0s 20us/step - loss: 5527.7979 - mean_absolute_error: 53.1226 - val_loss: 10055.3867 - val_mean_absolute_error: 67.4415 Epoch 1629/5000 148/148 [==============================] - 0s 41us/step - loss: 5526.6328 - mean_absolute_error: 53.1176 - val_loss: 10054.3071 - val_mean_absolute_error: 67.4364 Epoch 1630/5000 148/148 [==============================] - 0s 20us/step - loss: 5525.4707 - mean_absolute_error: 53.1124 - val_loss: 10053.2059 - val_mean_absolute_error: 67.4314 Epoch 1631/5000 148/148 [==============================] - 0s 27us/step - loss: 5524.3071 - mean_absolute_error: 53.1072 - val_loss: 10052.0754 - val_mean_absolute_error: 67.4264 Epoch 1632/5000 148/148 [==============================] - 0s 27us/step - loss: 5523.1372 - mean_absolute_error: 53.1020 - val_loss: 10050.9242 - val_mean_absolute_error: 67.4214 Epoch 1633/5000 148/148 [==============================] - 0s 20us/step - loss: 5521.9683 - mean_absolute_error: 53.0970 - val_loss: 10049.7282 - val_mean_absolute_error: 67.4161 Epoch 1634/5000 148/148 [==============================] - 0s 27us/step - loss: 5520.8062 - mean_absolute_error: 53.0918 - val_loss: 10048.4934 - val_mean_absolute_error: 67.4107 Epoch 1635/5000 148/148 [==============================] - 0s 27us/step - loss: 5519.6377 - mean_absolute_error: 53.0869 - val_loss: 10047.2451 - val_mean_absolute_error: 67.4053 Epoch 1636/5000 148/148 [==============================] - 0s 27us/step - loss: 5518.4663 - mean_absolute_error: 53.0820 - val_loss: 10046.0132 - val_mean_absolute_error: 67.3999 Epoch 1637/5000 148/148 [==============================] - 0s 27us/step - loss: 5517.3130 - mean_absolute_error: 53.0770 - val_loss: 10044.8788 - val_mean_absolute_error: 67.3947 Epoch 1638/5000 148/148 [==============================] - 0s 20us/step - loss: 5516.1440 - mean_absolute_error: 53.0717 - val_loss: 10043.8125 - val_mean_absolute_error: 67.3897 Epoch 1639/5000 148/148 [==============================] - 0s 27us/step - loss: 5514.9873 - mean_absolute_error: 53.0663 - val_loss: 10042.6808 - val_mean_absolute_error: 67.3846 Epoch 1640/5000 148/148 [==============================] - 0s 27us/step - loss: 5513.8223 - mean_absolute_error: 53.0611 - val_loss: 10041.5055 - val_mean_absolute_error: 67.3792 Epoch 1641/5000 148/148 [==============================] - 0s 27us/step - loss: 5512.6465 - mean_absolute_error: 53.0561 - val_loss: 10040.2733 - val_mean_absolute_error: 67.3738 Epoch 1642/5000 148/148 [==============================] - 0s 27us/step - loss: 5511.4712 - mean_absolute_error: 53.0512 - val_loss: 10039.0134 - val_mean_absolute_error: 67.3683 Epoch 1643/5000 148/148 [==============================] - 0s 27us/step - loss: 5510.2998 - mean_absolute_error: 53.0465 - val_loss: 10037.8361 - val_mean_absolute_error: 67.3629 Epoch 1644/5000 148/148 [==============================] - 0s 27us/step - loss: 5509.1396 - mean_absolute_error: 53.0417 - val_loss: 10036.7418 - val_mean_absolute_error: 67.3576 Epoch 1645/5000 148/148 [==============================] - 0s 27us/step - loss: 5507.9697 - mean_absolute_error: 53.0364 - val_loss: 10035.6254 - val_mean_absolute_error: 67.3520 Epoch 1646/5000 148/148 [==============================] - 0s 41us/step - loss: 5506.7979 - mean_absolute_error: 53.0311 - val_loss: 10034.4751 - val_mean_absolute_error: 67.3465 Epoch 1647/5000 148/148 [==============================] - 0s 27us/step - loss: 5505.6343 - mean_absolute_error: 53.0259 - val_loss: 10033.2988 - val_mean_absolute_error: 67.3410 Epoch 1648/5000 148/148 [==============================] - 0s 27us/step - loss: 5504.4644 - mean_absolute_error: 53.0209 - val_loss: 10032.0977 - val_mean_absolute_error: 67.3356 Epoch 1649/5000 148/148 [==============================] - 0s 34us/step - loss: 5503.2974 - mean_absolute_error: 53.0159 - val_loss: 10030.8860 - val_mean_absolute_error: 67.3300 Epoch 1650/5000 148/148 [==============================] - 0s 27us/step - loss: 5502.1309 - mean_absolute_error: 53.0108 - val_loss: 10029.6122 - val_mean_absolute_error: 67.3244 Epoch 1651/5000 148/148 [==============================] - 0s 20us/step - loss: 5500.9531 - mean_absolute_error: 53.0057 - val_loss: 10028.3372 - val_mean_absolute_error: 67.3186 Epoch 1652/5000 148/148 [==============================] - 0s 27us/step - loss: 5499.7866 - mean_absolute_error: 53.0006 - val_loss: 10027.0445 - val_mean_absolute_error: 67.3128 Epoch 1653/5000 148/148 [==============================] - 0s 27us/step - loss: 5498.6274 - mean_absolute_error: 52.9955 - val_loss: 10025.8411 - val_mean_absolute_error: 67.3072 Epoch 1654/5000 148/148 [==============================] - 0s 27us/step - loss: 5497.4639 - mean_absolute_error: 52.9903 - val_loss: 10024.7147 - val_mean_absolute_error: 67.3017 Epoch 1655/5000 148/148 [==============================] - 0s 27us/step - loss: 5496.2959 - mean_absolute_error: 52.9851 - val_loss: 10023.5300 - val_mean_absolute_error: 67.2964 Epoch 1656/5000 148/148 [==============================] - 0s 27us/step - loss: 5495.1323 - mean_absolute_error: 52.9800 - val_loss: 10022.2962 - val_mean_absolute_error: 67.2907 Epoch 1657/5000 148/148 [==============================] - 0s 20us/step - loss: 5493.9663 - mean_absolute_error: 52.9750 - val_loss: 10021.0381 - val_mean_absolute_error: 67.2849 Epoch 1658/5000 148/148 [==============================] - 0s 27us/step - loss: 5492.8037 - mean_absolute_error: 52.9702 - val_loss: 10019.8473 - val_mean_absolute_error: 67.2793 Epoch 1659/5000 148/148 [==============================] - 0s 27us/step - loss: 5491.6377 - mean_absolute_error: 52.9652 - val_loss: 10018.7251 - val_mean_absolute_error: 67.2739 Epoch 1660/5000 148/148 [==============================] - 0s 34us/step - loss: 5490.4736 - mean_absolute_error: 52.9600 - val_loss: 10017.5737 - val_mean_absolute_error: 67.2684 Epoch 1661/5000 148/148 [==============================] - 0s 27us/step - loss: 5489.3267 - mean_absolute_error: 52.9548 - val_loss: 10016.3778 - val_mean_absolute_error: 67.2628 Epoch 1662/5000 148/148 [==============================] - 0s 27us/step - loss: 5488.1670 - mean_absolute_error: 52.9497 - val_loss: 10015.1488 - val_mean_absolute_error: 67.2570 Epoch 1663/5000 148/148 [==============================] - 0s 27us/step - loss: 5487.0054 - mean_absolute_error: 52.9447 - val_loss: 10013.9086 - val_mean_absolute_error: 67.2514 Epoch 1664/5000 148/148 [==============================] - 0s 27us/step - loss: 5485.8452 - mean_absolute_error: 52.9397 - val_loss: 10012.6511 - val_mean_absolute_error: 67.2458 Epoch 1665/5000 148/148 [==============================] - 0s 20us/step - loss: 5484.6821 - mean_absolute_error: 52.9349 - val_loss: 10011.3748 - val_mean_absolute_error: 67.2403 Epoch 1666/5000 148/148 [==============================] - 0s 27us/step - loss: 5483.5337 - mean_absolute_error: 52.9300 - val_loss: 10010.1904 - val_mean_absolute_error: 67.2349 Epoch 1667/5000 148/148 [==============================] - 0s 27us/step - loss: 5482.3706 - mean_absolute_error: 52.9248 - val_loss: 10008.9954 - val_mean_absolute_error: 67.2294 Epoch 1668/5000 148/148 [==============================] - 0s 34us/step - loss: 5481.2158 - mean_absolute_error: 52.9194 - val_loss: 10007.8043 - val_mean_absolute_error: 67.2239 Epoch 1669/5000 148/148 [==============================] - 0s 41us/step - loss: 5480.0542 - mean_absolute_error: 52.9141 - val_loss: 10006.6127 - val_mean_absolute_error: 67.2183 Epoch 1670/5000 148/148 [==============================] - 0s 34us/step - loss: 5478.9028 - mean_absolute_error: 52.9090 - val_loss: 10005.4834 - val_mean_absolute_error: 67.2130 Epoch 1671/5000 148/148 [==============================] - 0s 27us/step - loss: 5477.7515 - mean_absolute_error: 52.9039 - val_loss: 10004.3383 - val_mean_absolute_error: 67.2077 Epoch 1672/5000 148/148 [==============================] - 0s 27us/step - loss: 5476.5889 - mean_absolute_error: 52.8988 - val_loss: 10003.1326 - val_mean_absolute_error: 67.2024 Epoch 1673/5000 148/148 [==============================] - 0s 27us/step - loss: 5475.4468 - mean_absolute_error: 52.8940 - val_loss: 10001.9680 - val_mean_absolute_error: 67.1972 Epoch 1674/5000 148/148 [==============================] - 0s 41us/step - loss: 5474.2861 - mean_absolute_error: 52.8889 - val_loss: 10000.8547 - val_mean_absolute_error: 67.1920 Epoch 1675/5000 148/148 [==============================] - 0s 27us/step - loss: 5473.1367 - mean_absolute_error: 52.8836 - val_loss: 9999.7174 - val_mean_absolute_error: 67.1866 Epoch 1676/5000 148/148 [==============================] - 0s 27us/step - loss: 5471.9927 - mean_absolute_error: 52.8783 - val_loss: 9998.5494 - val_mean_absolute_error: 67.1812 Epoch 1677/5000 148/148 [==============================] - 0s 27us/step - loss: 5470.8579 - mean_absolute_error: 52.8731 - val_loss: 9997.3450 - val_mean_absolute_error: 67.1758 Epoch 1678/5000 148/148 [==============================] - 0s 27us/step - loss: 5469.7026 - mean_absolute_error: 52.8681 - val_loss: 9996.1177 - val_mean_absolute_error: 67.1704 Epoch 1679/5000 148/148 [==============================] - 0s 27us/step - loss: 5468.5425 - mean_absolute_error: 52.8633 - val_loss: 9994.8825 - val_mean_absolute_error: 67.1649 Epoch 1680/5000 148/148 [==============================] - 0s 27us/step - loss: 5467.4048 - mean_absolute_error: 52.8585 - val_loss: 9993.6295 - val_mean_absolute_error: 67.1593 Epoch 1681/5000 148/148 [==============================] - 0s 27us/step - loss: 5466.2588 - mean_absolute_error: 52.8536 - val_loss: 9992.4691 - val_mean_absolute_error: 67.1538 Epoch 1682/5000 148/148 [==============================] - 0s 27us/step - loss: 5465.1006 - mean_absolute_error: 52.8483 - val_loss: 9991.2851 - val_mean_absolute_error: 67.1483 Epoch 1683/5000 148/148 [==============================] - 0s 27us/step - loss: 5463.9507 - mean_absolute_error: 52.8429 - val_loss: 9990.0536 - val_mean_absolute_error: 67.1428 Epoch 1684/5000 148/148 [==============================] - 0s 27us/step - loss: 5462.8047 - mean_absolute_error: 52.8377 - val_loss: 9988.8092 - val_mean_absolute_error: 67.1374 Epoch 1685/5000 148/148 [==============================] - 0s 27us/step - loss: 5461.6665 - mean_absolute_error: 52.8327 - val_loss: 9987.6367 - val_mean_absolute_error: 67.1322 Epoch 1686/5000 148/148 [==============================] - 0s 27us/step - loss: 5460.5142 - mean_absolute_error: 52.8275 - val_loss: 9986.5157 - val_mean_absolute_error: 67.1270 Epoch 1687/5000 148/148 [==============================] - 0s 27us/step - loss: 5459.3779 - mean_absolute_error: 52.8223 - val_loss: 9985.3619 - val_mean_absolute_error: 67.1218 Epoch 1688/5000 148/148 [==============================] - 0s 27us/step - loss: 5458.2310 - mean_absolute_error: 52.8172 - val_loss: 9984.2055 - val_mean_absolute_error: 67.1165 Epoch 1689/5000 148/148 [==============================] - 0s 34us/step - loss: 5457.1001 - mean_absolute_error: 52.8123 - val_loss: 9983.0421 - val_mean_absolute_error: 67.1113 Epoch 1690/5000 148/148 [==============================] - 0s 27us/step - loss: 5455.9536 - mean_absolute_error: 52.8072 - val_loss: 9981.8572 - val_mean_absolute_error: 67.1062 Epoch 1691/5000 148/148 [==============================] - 0s 27us/step - loss: 5454.8096 - mean_absolute_error: 52.8021 - val_loss: 9980.7458 - val_mean_absolute_error: 67.1012 Epoch 1692/5000 148/148 [==============================] - 0s 27us/step - loss: 5453.6748 - mean_absolute_error: 52.7968 - val_loss: 9979.5975 - val_mean_absolute_error: 67.0960 Epoch 1693/5000 148/148 [==============================] - 0s 34us/step - loss: 5452.5435 - mean_absolute_error: 52.7915 - val_loss: 9978.4352 - val_mean_absolute_error: 67.0908 Epoch 1694/5000 148/148 [==============================] - 0s 20us/step - loss: 5451.4009 - mean_absolute_error: 52.7863 - val_loss: 9977.2313 - val_mean_absolute_error: 67.0855 Epoch 1695/5000 148/148 [==============================] - 0s 34us/step - loss: 5450.2593 - mean_absolute_error: 52.7812 - val_loss: 9976.0009 - val_mean_absolute_error: 67.0801 Epoch 1696/5000 148/148 [==============================] - 0s 20us/step - loss: 5449.1270 - mean_absolute_error: 52.7762 - val_loss: 9974.8219 - val_mean_absolute_error: 67.0748 Epoch 1697/5000 148/148 [==============================] - 0s 27us/step - loss: 5447.9956 - mean_absolute_error: 52.7712 - val_loss: 9973.7062 - val_mean_absolute_error: 67.0696 Epoch 1698/5000 148/148 [==============================] - 0s 27us/step - loss: 5446.8516 - mean_absolute_error: 52.7661 - val_loss: 9972.6520 - val_mean_absolute_error: 67.0646 Epoch 1699/5000 148/148 [==============================] - 0s 20us/step - loss: 5445.7139 - mean_absolute_error: 52.7607 - val_loss: 9971.5425 - val_mean_absolute_error: 67.0595 Epoch 1700/5000 148/148 [==============================] - 0s 27us/step - loss: 5444.5859 - mean_absolute_error: 52.7555 - val_loss: 9970.4054 - val_mean_absolute_error: 67.0545 Epoch 1701/5000 148/148 [==============================] - 0s 34us/step - loss: 5443.4487 - mean_absolute_error: 52.7505 - val_loss: 9969.2577 - val_mean_absolute_error: 67.0494 Epoch 1702/5000 148/148 [==============================] - 0s 20us/step - loss: 5442.3262 - mean_absolute_error: 52.7456 - val_loss: 9968.0807 - val_mean_absolute_error: 67.0442 Epoch 1703/5000 148/148 [==============================] - 0s 27us/step - loss: 5441.1924 - mean_absolute_error: 52.7406 - val_loss: 9966.8765 - val_mean_absolute_error: 67.0389 Epoch 1704/5000 148/148 [==============================] - 0s 27us/step - loss: 5440.0576 - mean_absolute_error: 52.7355 - val_loss: 9965.6553 - val_mean_absolute_error: 67.0336 Epoch 1705/5000 148/148 [==============================] - 0s 34us/step - loss: 5438.9248 - mean_absolute_error: 52.7302 - val_loss: 9964.4180 - val_mean_absolute_error: 67.0284 Epoch 1706/5000 148/148 [==============================] - 0s 27us/step - loss: 5437.8018 - mean_absolute_error: 52.7252 - val_loss: 9963.2727 - val_mean_absolute_error: 67.0232 Epoch 1707/5000 148/148 [==============================] - 0s 20us/step - loss: 5436.6733 - mean_absolute_error: 52.7199 - val_loss: 9962.2025 - val_mean_absolute_error: 67.0181 Epoch 1708/5000 148/148 [==============================] - 0s 34us/step - loss: 5435.5415 - mean_absolute_error: 52.7145 - val_loss: 9961.0963 - val_mean_absolute_error: 67.0130 Epoch 1709/5000 148/148 [==============================] - 0s 27us/step - loss: 5434.4165 - mean_absolute_error: 52.7092 - val_loss: 9959.9607 - val_mean_absolute_error: 67.0080 Epoch 1710/5000 148/148 [==============================] - 0s 27us/step - loss: 5433.2920 - mean_absolute_error: 52.7042 - val_loss: 9958.8200 - val_mean_absolute_error: 67.0029 Epoch 1711/5000 148/148 [==============================] - 0s 34us/step - loss: 5432.1680 - mean_absolute_error: 52.6991 - val_loss: 9957.6817 - val_mean_absolute_error: 66.9977 Epoch 1712/5000 148/148 [==============================] - 0s 27us/step - loss: 5431.0361 - mean_absolute_error: 52.6939 - val_loss: 9956.5199 - val_mean_absolute_error: 66.9926 Epoch 1713/5000 148/148 [==============================] - 0s 20us/step - loss: 5429.9092 - mean_absolute_error: 52.6887 - val_loss: 9955.4055 - val_mean_absolute_error: 66.9876 Epoch 1714/5000 148/148 [==============================] - 0s 27us/step - loss: 5428.7739 - mean_absolute_error: 52.6833 - val_loss: 9954.2351 - val_mean_absolute_error: 66.9825 Epoch 1715/5000 148/148 [==============================] - 0s 27us/step - loss: 5427.6616 - mean_absolute_error: 52.6781 - val_loss: 9953.0167 - val_mean_absolute_error: 66.9773 Epoch 1716/5000 148/148 [==============================] - 0s 27us/step - loss: 5426.5464 - mean_absolute_error: 52.6730 - val_loss: 9951.8759 - val_mean_absolute_error: 66.9721 Epoch 1717/5000 148/148 [==============================] - 0s 27us/step - loss: 5425.4150 - mean_absolute_error: 52.6677 - val_loss: 9950.8266 - val_mean_absolute_error: 66.9671 Epoch 1718/5000 148/148 [==============================] - 0s 20us/step - loss: 5424.2959 - mean_absolute_error: 52.6623 - val_loss: 9949.7466 - val_mean_absolute_error: 66.9621 Epoch 1719/5000 148/148 [==============================] - 0s 27us/step - loss: 5423.1753 - mean_absolute_error: 52.6571 - val_loss: 9948.6546 - val_mean_absolute_error: 66.9572 Epoch 1720/5000 148/148 [==============================] - 0s 20us/step - loss: 5422.0459 - mean_absolute_error: 52.6520 - val_loss: 9947.5325 - val_mean_absolute_error: 66.9523 Epoch 1721/5000 148/148 [==============================] - 0s 27us/step - loss: 5420.9331 - mean_absolute_error: 52.6470 - val_loss: 9946.3946 - val_mean_absolute_error: 66.9473 Epoch 1722/5000 148/148 [==============================] - 0s 27us/step - loss: 5419.8267 - mean_absolute_error: 52.6419 - val_loss: 9945.3049 - val_mean_absolute_error: 66.9423 Epoch 1723/5000 148/148 [==============================] - 0s 20us/step - loss: 5418.6953 - mean_absolute_error: 52.6365 - val_loss: 9944.1427 - val_mean_absolute_error: 66.9371 Epoch 1724/5000 148/148 [==============================] - 0s 27us/step - loss: 5417.5698 - mean_absolute_error: 52.6311 - val_loss: 9942.9548 - val_mean_absolute_error: 66.9318 Epoch 1725/5000 148/148 [==============================] - 0s 41us/step - loss: 5416.4580 - mean_absolute_error: 52.6259 - val_loss: 9941.7316 - val_mean_absolute_error: 66.9265 Epoch 1726/5000 148/148 [==============================] - 0s 27us/step - loss: 5415.3428 - mean_absolute_error: 52.6209 - val_loss: 9940.6087 - val_mean_absolute_error: 66.9214 Epoch 1727/5000 148/148 [==============================] - 0s 20us/step - loss: 5414.2251 - mean_absolute_error: 52.6156 - val_loss: 9939.5547 - val_mean_absolute_error: 66.9165 Epoch 1728/5000 148/148 [==============================] - 0s 27us/step - loss: 5413.1089 - mean_absolute_error: 52.6102 - val_loss: 9938.4705 - val_mean_absolute_error: 66.9115 Epoch 1729/5000 148/148 [==============================] - 0s 27us/step - loss: 5411.9912 - mean_absolute_error: 52.6049 - val_loss: 9937.3793 - val_mean_absolute_error: 66.9066 Epoch 1730/5000 148/148 [==============================] - 0s 27us/step - loss: 5410.8936 - mean_absolute_error: 52.5998 - val_loss: 9936.2446 - val_mean_absolute_error: 66.9015 Epoch 1731/5000 148/148 [==============================] - 0s 34us/step - loss: 5409.7803 - mean_absolute_error: 52.5946 - val_loss: 9935.0665 - val_mean_absolute_error: 66.8966 Epoch 1732/5000 148/148 [==============================] - 0s 27us/step - loss: 5408.6528 - mean_absolute_error: 52.5895 - val_loss: 9933.8876 - val_mean_absolute_error: 66.8915 Epoch 1733/5000 148/148 [==============================] - 0s 27us/step - loss: 5407.5444 - mean_absolute_error: 52.5843 - val_loss: 9932.8037 - val_mean_absolute_error: 66.8866 Epoch 1734/5000 148/148 [==============================] - 0s 27us/step - loss: 5406.4321 - mean_absolute_error: 52.5789 - val_loss: 9931.7072 - val_mean_absolute_error: 66.8816 Epoch 1735/5000 148/148 [==============================] - 0s 27us/step - loss: 5405.3271 - mean_absolute_error: 52.5736 - val_loss: 9930.5726 - val_mean_absolute_error: 66.8766 Epoch 1736/5000 148/148 [==============================] - 0s 27us/step - loss: 5404.2256 - mean_absolute_error: 52.5685 - val_loss: 9929.5145 - val_mean_absolute_error: 66.8718 Epoch 1737/5000 148/148 [==============================] - 0s 34us/step - loss: 5403.1099 - mean_absolute_error: 52.5632 - val_loss: 9928.5223 - val_mean_absolute_error: 66.8671 Epoch 1738/5000 148/148 [==============================] - 0s 27us/step - loss: 5401.9985 - mean_absolute_error: 52.5578 - val_loss: 9927.4623 - val_mean_absolute_error: 66.8624 Epoch 1739/5000 148/148 [==============================] - 0s 27us/step - loss: 5400.8892 - mean_absolute_error: 52.5526 - val_loss: 9926.3217 - val_mean_absolute_error: 66.8575 Epoch 1740/5000 148/148 [==============================] - 0s 20us/step - loss: 5399.7817 - mean_absolute_error: 52.5477 - val_loss: 9925.1330 - val_mean_absolute_error: 66.8523 Epoch 1741/5000 148/148 [==============================] - 0s 27us/step - loss: 5398.6733 - mean_absolute_error: 52.5427 - val_loss: 9923.9267 - val_mean_absolute_error: 66.8470 Epoch 1742/5000 148/148 [==============================] - 0s 20us/step - loss: 5397.5806 - mean_absolute_error: 52.5376 - val_loss: 9922.8129 - val_mean_absolute_error: 66.8420 Epoch 1743/5000 148/148 [==============================] - 0s 27us/step - loss: 5396.4639 - mean_absolute_error: 52.5322 - val_loss: 9921.6769 - val_mean_absolute_error: 66.8370 Epoch 1744/5000 148/148 [==============================] - 0s 20us/step - loss: 5395.3672 - mean_absolute_error: 52.5270 - val_loss: 9920.5330 - val_mean_absolute_error: 66.8320 Epoch 1745/5000 148/148 [==============================] - 0s 34us/step - loss: 5394.2646 - mean_absolute_error: 52.5218 - val_loss: 9919.4791 - val_mean_absolute_error: 66.8270 Epoch 1746/5000 148/148 [==============================] - 0s 27us/step - loss: 5393.1611 - mean_absolute_error: 52.5165 - val_loss: 9918.3953 - val_mean_absolute_error: 66.8219 Epoch 1747/5000 148/148 [==============================] - 0s 20us/step - loss: 5392.0454 - mean_absolute_error: 52.5112 - val_loss: 9917.2817 - val_mean_absolute_error: 66.8168 Epoch 1748/5000 148/148 [==============================] - 0s 34us/step - loss: 5390.9478 - mean_absolute_error: 52.5060 - val_loss: 9916.1359 - val_mean_absolute_error: 66.8117 Epoch 1749/5000 148/148 [==============================] - 0s 34us/step - loss: 5389.8608 - mean_absolute_error: 52.5011 - val_loss: 9915.0588 - val_mean_absolute_error: 66.8069 Epoch 1750/5000 148/148 [==============================] - 0s 88us/step - loss: 5388.7524 - mean_absolute_error: 52.4958 - val_loss: 9914.0468 - val_mean_absolute_error: 66.8022 Epoch 1751/5000 148/148 [==============================] - 0s 34us/step - loss: 5387.6641 - mean_absolute_error: 52.4903 - val_loss: 9912.9892 - val_mean_absolute_error: 66.7973 Epoch 1752/5000 148/148 [==============================] - 0s 27us/step - loss: 5386.5732 - mean_absolute_error: 52.4848 - val_loss: 9911.8855 - val_mean_absolute_error: 66.7923 Epoch 1753/5000 148/148 [==============================] - 0s 27us/step - loss: 5385.4707 - mean_absolute_error: 52.4794 - val_loss: 9910.7471 - val_mean_absolute_error: 66.7872 Epoch 1754/5000 148/148 [==============================] - 0s 27us/step - loss: 5384.3652 - mean_absolute_error: 52.4741 - val_loss: 9909.5911 - val_mean_absolute_error: 66.7821 Epoch 1755/5000 148/148 [==============================] - 0s 27us/step - loss: 5383.2642 - mean_absolute_error: 52.4690 - val_loss: 9908.4263 - val_mean_absolute_error: 66.7771 Epoch 1756/5000 148/148 [==============================] - 0s 34us/step - loss: 5382.1655 - mean_absolute_error: 52.4640 - val_loss: 9907.2428 - val_mean_absolute_error: 66.7722 Epoch 1757/5000 148/148 [==============================] - 0s 27us/step - loss: 5381.0649 - mean_absolute_error: 52.4591 - val_loss: 9906.1308 - val_mean_absolute_error: 66.7675 Epoch 1758/5000 148/148 [==============================] - 0s 20us/step - loss: 5379.9727 - mean_absolute_error: 52.4541 - val_loss: 9905.0959 - val_mean_absolute_error: 66.7629 Epoch 1759/5000 148/148 [==============================] - 0s 20us/step - loss: 5378.8701 - mean_absolute_error: 52.4487 - val_loss: 9904.1274 - val_mean_absolute_error: 66.7581 Epoch 1760/5000 148/148 [==============================] - 0s 27us/step - loss: 5377.7676 - mean_absolute_error: 52.4429 - val_loss: 9903.1384 - val_mean_absolute_error: 66.7534 Epoch 1761/5000 148/148 [==============================] - 0s 20us/step - loss: 5376.6763 - mean_absolute_error: 52.4373 - val_loss: 9902.0967 - val_mean_absolute_error: 66.7486 Epoch 1762/5000 148/148 [==============================] - 0s 34us/step - loss: 5375.5898 - mean_absolute_error: 52.4320 - val_loss: 9900.9857 - val_mean_absolute_error: 66.7437 Epoch 1763/5000 148/148 [==============================] - 0s 27us/step - loss: 5374.4814 - mean_absolute_error: 52.4268 - val_loss: 9899.8105 - val_mean_absolute_error: 66.7387 Epoch 1764/5000 148/148 [==============================] - 0s 27us/step - loss: 5373.3906 - mean_absolute_error: 52.4220 - val_loss: 9898.6216 - val_mean_absolute_error: 66.7336 Epoch 1765/5000 148/148 [==============================] - 0s 27us/step - loss: 5372.3032 - mean_absolute_error: 52.4172 - val_loss: 9897.4228 - val_mean_absolute_error: 66.7284 Epoch 1766/5000 148/148 [==============================] - 0s 27us/step - loss: 5371.2246 - mean_absolute_error: 52.4122 - val_loss: 9896.3264 - val_mean_absolute_error: 66.7234 Epoch 1767/5000 148/148 [==============================] - 0s 27us/step - loss: 5370.1240 - mean_absolute_error: 52.4067 - val_loss: 9895.3103 - val_mean_absolute_error: 66.7186 Epoch 1768/5000 148/148 [==============================] - 0s 20us/step - loss: 5369.0176 - mean_absolute_error: 52.4010 - val_loss: 9894.2815 - val_mean_absolute_error: 66.7139 Epoch 1769/5000 148/148 [==============================] - 0s 27us/step - loss: 5367.9268 - mean_absolute_error: 52.3954 - val_loss: 9893.2055 - val_mean_absolute_error: 66.7092 Epoch 1770/5000 148/148 [==============================] - 0s 34us/step - loss: 5366.8359 - mean_absolute_error: 52.3901 - val_loss: 9892.1020 - val_mean_absolute_error: 66.7043 Epoch 1771/5000 148/148 [==============================] - 0s 27us/step - loss: 5365.7407 - mean_absolute_error: 52.3848 - val_loss: 9890.9758 - val_mean_absolute_error: 66.6992 Epoch 1772/5000 148/148 [==============================] - 0s 27us/step - loss: 5364.6392 - mean_absolute_error: 52.3795 - val_loss: 9889.8013 - val_mean_absolute_error: 66.6940 Epoch 1773/5000 148/148 [==============================] - 0s 27us/step - loss: 5363.5454 - mean_absolute_error: 52.3745 - val_loss: 9888.6906 - val_mean_absolute_error: 66.6889 Epoch 1774/5000 148/148 [==============================] - 0s 27us/step - loss: 5362.4453 - mean_absolute_error: 52.3691 - val_loss: 9887.6396 - val_mean_absolute_error: 66.6838 Epoch 1775/5000 148/148 [==============================] - 0s 34us/step - loss: 5361.3540 - mean_absolute_error: 52.3635 - val_loss: 9886.5343 - val_mean_absolute_error: 66.6786 Epoch 1776/5000 148/148 [==============================] - 0s 27us/step - loss: 5360.2642 - mean_absolute_error: 52.3580 - val_loss: 9885.3721 - val_mean_absolute_error: 66.6733 Epoch 1777/5000 148/148 [==============================] - 0s 34us/step - loss: 5359.1704 - mean_absolute_error: 52.3528 - val_loss: 9884.1571 - val_mean_absolute_error: 66.6680 Epoch 1778/5000 148/148 [==============================] - 0s 27us/step - loss: 5358.0659 - mean_absolute_error: 52.3478 - val_loss: 9883.0185 - val_mean_absolute_error: 66.6629 Epoch 1779/5000 148/148 [==============================] - 0s 34us/step - loss: 5356.9766 - mean_absolute_error: 52.3427 - val_loss: 9881.9807 - val_mean_absolute_error: 66.6579 Epoch 1780/5000 148/148 [==============================] - 0s 20us/step - loss: 5355.8784 - mean_absolute_error: 52.3374 - val_loss: 9880.9299 - val_mean_absolute_error: 66.6529 Epoch 1781/5000 148/148 [==============================] - 0s 20us/step - loss: 5354.7871 - mean_absolute_error: 52.3321 - val_loss: 9879.8399 - val_mean_absolute_error: 66.6479 Epoch 1782/5000 148/148 [==============================] - 0s 20us/step - loss: 5353.6953 - mean_absolute_error: 52.3268 - val_loss: 9878.7138 - val_mean_absolute_error: 66.6430 Epoch 1783/5000 148/148 [==============================] - 0s 27us/step - loss: 5352.6035 - mean_absolute_error: 52.3215 - val_loss: 9877.5836 - val_mean_absolute_error: 66.6379 Epoch 1784/5000 148/148 [==============================] - 0s 27us/step - loss: 5351.5132 - mean_absolute_error: 52.3163 - val_loss: 9876.5419 - val_mean_absolute_error: 66.6330 Epoch 1785/5000 148/148 [==============================] - 0s 27us/step - loss: 5350.4307 - mean_absolute_error: 52.3107 - val_loss: 9875.4791 - val_mean_absolute_error: 66.6280 Epoch 1786/5000 148/148 [==============================] - 0s 34us/step - loss: 5349.3384 - mean_absolute_error: 52.3053 - val_loss: 9874.3805 - val_mean_absolute_error: 66.6231 Epoch 1787/5000 148/148 [==============================] - 0s 34us/step - loss: 5348.2402 - mean_absolute_error: 52.3000 - val_loss: 9873.2458 - val_mean_absolute_error: 66.6181 Epoch 1788/5000 148/148 [==============================] - 0s 34us/step - loss: 5347.1470 - mean_absolute_error: 52.2949 - val_loss: 9872.1933 - val_mean_absolute_error: 66.6130 Epoch 1789/5000 148/148 [==============================] - 0s 27us/step - loss: 5346.0723 - mean_absolute_error: 52.2896 - val_loss: 9871.0772 - val_mean_absolute_error: 66.6078 Epoch 1790/5000 148/148 [==============================] - 0s 27us/step - loss: 5344.9863 - mean_absolute_error: 52.2843 - val_loss: 9869.9835 - val_mean_absolute_error: 66.6027 Epoch 1791/5000 148/148 [==============================] - 0s 27us/step - loss: 5343.8887 - mean_absolute_error: 52.2787 - val_loss: 9868.8252 - val_mean_absolute_error: 66.5975 Epoch 1792/5000 148/148 [==============================] - 0s 34us/step - loss: 5342.8008 - mean_absolute_error: 52.2734 - val_loss: 9867.6551 - val_mean_absolute_error: 66.5923 Epoch 1793/5000 148/148 [==============================] - 0s 27us/step - loss: 5341.7207 - mean_absolute_error: 52.2682 - val_loss: 9866.4813 - val_mean_absolute_error: 66.5871 Epoch 1794/5000 148/148 [==============================] - 0s 34us/step - loss: 5340.6416 - mean_absolute_error: 52.2631 - val_loss: 9865.3984 - val_mean_absolute_error: 66.5820 Epoch 1795/5000 148/148 [==============================] - 0s 34us/step - loss: 5339.5571 - mean_absolute_error: 52.2577 - val_loss: 9864.3951 - val_mean_absolute_error: 66.5771 Epoch 1796/5000 148/148 [==============================] - 0s 27us/step - loss: 5338.4604 - mean_absolute_error: 52.2523 - val_loss: 9863.3522 - val_mean_absolute_error: 66.5723 Epoch 1797/5000 148/148 [==============================] - 0s 20us/step - loss: 5337.3921 - mean_absolute_error: 52.2472 - val_loss: 9862.2454 - val_mean_absolute_error: 66.5672 Epoch 1798/5000 148/148 [==============================] - 0s 27us/step - loss: 5336.3164 - mean_absolute_error: 52.2420 - val_loss: 9861.0912 - val_mean_absolute_error: 66.5620 Epoch 1799/5000 148/148 [==============================] - 0s 27us/step - loss: 5335.2285 - mean_absolute_error: 52.2367 - val_loss: 9859.9267 - val_mean_absolute_error: 66.5566 Epoch 1800/5000 148/148 [==============================] - 0s 20us/step - loss: 5334.1489 - mean_absolute_error: 52.2313 - val_loss: 9858.8386 - val_mean_absolute_error: 66.5515 Epoch 1801/5000 148/148 [==============================] - 0s 27us/step - loss: 5333.0757 - mean_absolute_error: 52.2258 - val_loss: 9857.7260 - val_mean_absolute_error: 66.5464 Epoch 1802/5000 148/148 [==============================] - 0s 27us/step - loss: 5331.9932 - mean_absolute_error: 52.2204 - val_loss: 9856.5898 - val_mean_absolute_error: 66.5413 Epoch 1803/5000 148/148 [==============================] - 0s 20us/step - loss: 5330.9116 - mean_absolute_error: 52.2151 - val_loss: 9855.5265 - val_mean_absolute_error: 66.5365 Epoch 1804/5000 148/148 [==============================] - 0s 27us/step - loss: 5329.8320 - mean_absolute_error: 52.2097 - val_loss: 9854.5289 - val_mean_absolute_error: 66.5317 Epoch 1805/5000 148/148 [==============================] - 0s 27us/step - loss: 5328.7539 - mean_absolute_error: 52.2042 - val_loss: 9853.5093 - val_mean_absolute_error: 66.5268 Epoch 1806/5000 148/148 [==============================] - 0s 27us/step - loss: 5327.6753 - mean_absolute_error: 52.1988 - val_loss: 9852.4477 - val_mean_absolute_error: 66.5219 Epoch 1807/5000 148/148 [==============================] - 0s 27us/step - loss: 5326.6069 - mean_absolute_error: 52.1935 - val_loss: 9851.3260 - val_mean_absolute_error: 66.5168 Epoch 1808/5000 148/148 [==============================] - 0s 27us/step - loss: 5325.5298 - mean_absolute_error: 52.1883 - val_loss: 9850.1537 - val_mean_absolute_error: 66.5118 Epoch 1809/5000 148/148 [==============================] - 0s 27us/step - loss: 5324.4478 - mean_absolute_error: 52.1830 - val_loss: 9849.0607 - val_mean_absolute_error: 66.5070 Epoch 1810/5000 148/148 [==============================] - 0s 27us/step - loss: 5323.3633 - mean_absolute_error: 52.1775 - val_loss: 9847.9384 - val_mean_absolute_error: 66.5022 Epoch 1811/5000 148/148 [==============================] - 0s 34us/step - loss: 5322.2915 - mean_absolute_error: 52.1721 - val_loss: 9846.8043 - val_mean_absolute_error: 66.4973 Epoch 1812/5000 148/148 [==============================] - 0s 20us/step - loss: 5321.2231 - mean_absolute_error: 52.1667 - val_loss: 9845.7473 - val_mean_absolute_error: 66.4924 Epoch 1813/5000 148/148 [==============================] - 0s 27us/step - loss: 5320.1392 - mean_absolute_error: 52.1612 - val_loss: 9844.6694 - val_mean_absolute_error: 66.4874 Epoch 1814/5000 148/148 [==============================] - 0s 27us/step - loss: 5319.0786 - mean_absolute_error: 52.1558 - val_loss: 9843.6736 - val_mean_absolute_error: 66.4827 Epoch 1815/5000 148/148 [==============================] - 0s 27us/step - loss: 5318.0015 - mean_absolute_error: 52.1504 - val_loss: 9842.6540 - val_mean_absolute_error: 66.4781 Epoch 1816/5000 148/148 [==============================] - 0s 27us/step - loss: 5316.9248 - mean_absolute_error: 52.1452 - val_loss: 9841.6072 - val_mean_absolute_error: 66.4733 Epoch 1817/5000 148/148 [==============================] - 0s 27us/step - loss: 5315.8604 - mean_absolute_error: 52.1398 - val_loss: 9840.4800 - val_mean_absolute_error: 66.4683 Epoch 1818/5000 148/148 [==============================] - 0s 34us/step - loss: 5314.7861 - mean_absolute_error: 52.1345 - val_loss: 9839.3417 - val_mean_absolute_error: 66.4633 Epoch 1819/5000 148/148 [==============================] - 0s 27us/step - loss: 5313.7119 - mean_absolute_error: 52.1290 - val_loss: 9838.2917 - val_mean_absolute_error: 66.4583 Epoch 1820/5000 148/148 [==============================] - 0s 27us/step - loss: 5312.6489 - mean_absolute_error: 52.1233 - val_loss: 9837.1912 - val_mean_absolute_error: 66.4534 Epoch 1821/5000 148/148 [==============================] - 0s 27us/step - loss: 5311.5801 - mean_absolute_error: 52.1178 - val_loss: 9836.0654 - val_mean_absolute_error: 66.4485 Epoch 1822/5000 148/148 [==============================] - 0s 27us/step - loss: 5310.5259 - mean_absolute_error: 52.1126 - val_loss: 9835.0044 - val_mean_absolute_error: 66.4437 Epoch 1823/5000 148/148 [==============================] - 0s 27us/step - loss: 5309.4478 - mean_absolute_error: 52.1072 - val_loss: 9833.9692 - val_mean_absolute_error: 66.4390 Epoch 1824/5000 148/148 [==============================] - 0s 27us/step - loss: 5308.3789 - mean_absolute_error: 52.1018 - val_loss: 9832.8751 - val_mean_absolute_error: 66.4341 Epoch 1825/5000 148/148 [==============================] - 0s 34us/step - loss: 5307.3066 - mean_absolute_error: 52.0966 - val_loss: 9831.7813 - val_mean_absolute_error: 66.4291 Epoch 1826/5000 148/148 [==============================] - 0s 20us/step - loss: 5306.2554 - mean_absolute_error: 52.0914 - val_loss: 9830.7739 - val_mean_absolute_error: 66.4243 Epoch 1827/5000 148/148 [==============================] - 0s 27us/step - loss: 5305.1880 - mean_absolute_error: 52.0859 - val_loss: 9829.7379 - val_mean_absolute_error: 66.4196 Epoch 1828/5000 148/148 [==============================] - 0s 27us/step - loss: 5304.1265 - mean_absolute_error: 52.0803 - val_loss: 9828.6895 - val_mean_absolute_error: 66.4150 Epoch 1829/5000 148/148 [==============================] - 0s 27us/step - loss: 5303.0542 - mean_absolute_error: 52.0747 - val_loss: 9827.6165 - val_mean_absolute_error: 66.4104 Epoch 1830/5000 148/148 [==============================] - 0s 27us/step - loss: 5302.0020 - mean_absolute_error: 52.0694 - val_loss: 9826.5234 - val_mean_absolute_error: 66.4056 Epoch 1831/5000 148/148 [==============================] - 0s 34us/step - loss: 5300.9419 - mean_absolute_error: 52.0641 - val_loss: 9825.3946 - val_mean_absolute_error: 66.4008 Epoch 1832/5000 148/148 [==============================] - 0s 20us/step - loss: 5299.8892 - mean_absolute_error: 52.0590 - val_loss: 9824.3502 - val_mean_absolute_error: 66.3960 Epoch 1833/5000 148/148 [==============================] - 0s 34us/step - loss: 5298.8198 - mean_absolute_error: 52.0536 - val_loss: 9823.3876 - val_mean_absolute_error: 66.3913 Epoch 1834/5000 148/148 [==============================] - 0s 27us/step - loss: 5297.7651 - mean_absolute_error: 52.0480 - val_loss: 9822.4394 - val_mean_absolute_error: 66.3867 Epoch 1835/5000 148/148 [==============================] - 0s 20us/step - loss: 5296.7080 - mean_absolute_error: 52.0423 - val_loss: 9821.4248 - val_mean_absolute_error: 66.3821 Epoch 1836/5000 148/148 [==============================] - 0s 34us/step - loss: 5295.6367 - mean_absolute_error: 52.0369 - val_loss: 9820.3496 - val_mean_absolute_error: 66.3775 Epoch 1837/5000 148/148 [==============================] - 0s 20us/step - loss: 5294.5776 - mean_absolute_error: 52.0318 - val_loss: 9819.2586 - val_mean_absolute_error: 66.3727 Epoch 1838/5000 148/148 [==============================] - 0s 20us/step - loss: 5293.5225 - mean_absolute_error: 52.0267 - val_loss: 9818.1526 - val_mean_absolute_error: 66.3677 Epoch 1839/5000 148/148 [==============================] - 0s 27us/step - loss: 5292.4727 - mean_absolute_error: 52.0214 - val_loss: 9817.1103 - val_mean_absolute_error: 66.3629 Epoch 1840/5000 148/148 [==============================] - 0s 20us/step - loss: 5291.4092 - mean_absolute_error: 52.0159 - val_loss: 9816.1333 - val_mean_absolute_error: 66.3582 Epoch 1841/5000 148/148 [==============================] - 0s 27us/step - loss: 5290.3584 - mean_absolute_error: 52.0103 - val_loss: 9815.1141 - val_mean_absolute_error: 66.3535 Epoch 1842/5000 148/148 [==============================] - 0s 27us/step - loss: 5289.3169 - mean_absolute_error: 52.0049 - val_loss: 9814.0357 - val_mean_absolute_error: 66.3486 Epoch 1843/5000 148/148 [==============================] - 0s 20us/step - loss: 5288.2568 - mean_absolute_error: 51.9996 - val_loss: 9812.9240 - val_mean_absolute_error: 66.3436 Epoch 1844/5000 148/148 [==============================] - 0s 41us/step - loss: 5287.2012 - mean_absolute_error: 51.9945 - val_loss: 9811.8119 - val_mean_absolute_error: 66.3387 Epoch 1845/5000 148/148 [==============================] - 0s 27us/step - loss: 5286.1519 - mean_absolute_error: 51.9893 - val_loss: 9810.7129 - val_mean_absolute_error: 66.3337 Epoch 1846/5000 148/148 [==============================] - 0s 27us/step - loss: 5285.1060 - mean_absolute_error: 51.9842 - val_loss: 9809.7162 - val_mean_absolute_error: 66.3290 Epoch 1847/5000 148/148 [==============================] - 0s 27us/step - loss: 5284.0601 - mean_absolute_error: 51.9786 - val_loss: 9808.6590 - val_mean_absolute_error: 66.3242 Epoch 1848/5000 148/148 [==============================] - 0s 34us/step - loss: 5283.0078 - mean_absolute_error: 51.9730 - val_loss: 9807.5508 - val_mean_absolute_error: 66.3193 Epoch 1849/5000 148/148 [==============================] - 0s 27us/step - loss: 5281.9688 - mean_absolute_error: 51.9677 - val_loss: 9806.4766 - val_mean_absolute_error: 66.3146 Epoch 1850/5000 148/148 [==============================] - 0s 27us/step - loss: 5280.9253 - mean_absolute_error: 51.9625 - val_loss: 9805.4745 - val_mean_absolute_error: 66.3101 Epoch 1851/5000 148/148 [==============================] - 0s 27us/step - loss: 5279.8828 - mean_absolute_error: 51.9571 - val_loss: 9804.4572 - val_mean_absolute_error: 66.3055 Epoch 1852/5000 148/148 [==============================] - 0s 27us/step - loss: 5278.8423 - mean_absolute_error: 51.9517 - val_loss: 9803.4276 - val_mean_absolute_error: 66.3008 Epoch 1853/5000 148/148 [==============================] - 0s 20us/step - loss: 5277.8057 - mean_absolute_error: 51.9465 - val_loss: 9802.3951 - val_mean_absolute_error: 66.2962 Epoch 1854/5000 148/148 [==============================] - 0s 27us/step - loss: 5276.7563 - mean_absolute_error: 51.9413 - val_loss: 9801.4426 - val_mean_absolute_error: 66.2918 Epoch 1855/5000 148/148 [==============================] - 0s 27us/step - loss: 5275.7373 - mean_absolute_error: 51.9362 - val_loss: 9800.5606 - val_mean_absolute_error: 66.2876 Epoch 1856/5000 148/148 [==============================] - 0s 27us/step - loss: 5274.7070 - mean_absolute_error: 51.9307 - val_loss: 9799.6173 - val_mean_absolute_error: 66.2830 Epoch 1857/5000 148/148 [==============================] - 0s 34us/step - loss: 5273.6616 - mean_absolute_error: 51.9251 - val_loss: 9798.6171 - val_mean_absolute_error: 66.2783 Epoch 1858/5000 148/148 [==============================] - 0s 20us/step - loss: 5272.6338 - mean_absolute_error: 51.9194 - val_loss: 9797.5562 - val_mean_absolute_error: 66.2735 Epoch 1859/5000 148/148 [==============================] - 0s 27us/step - loss: 5271.6016 - mean_absolute_error: 51.9140 - val_loss: 9796.4751 - val_mean_absolute_error: 66.2687 Epoch 1860/5000 148/148 [==============================] - 0s 27us/step - loss: 5270.5635 - mean_absolute_error: 51.9086 - val_loss: 9795.3597 - val_mean_absolute_error: 66.2639 Epoch 1861/5000 148/148 [==============================] - 0s 27us/step - loss: 5269.5332 - mean_absolute_error: 51.9034 - val_loss: 9794.3114 - val_mean_absolute_error: 66.2592 Epoch 1862/5000 148/148 [==============================] - 0s 34us/step - loss: 5268.4976 - mean_absolute_error: 51.8981 - val_loss: 9793.3207 - val_mean_absolute_error: 66.2545 Epoch 1863/5000 148/148 [==============================] - 0s 34us/step - loss: 5267.4492 - mean_absolute_error: 51.8927 - val_loss: 9792.3831 - val_mean_absolute_error: 66.2501 Epoch 1864/5000 148/148 [==============================] - 0s 27us/step - loss: 5266.4014 - mean_absolute_error: 51.8871 - val_loss: 9791.4090 - val_mean_absolute_error: 66.2456 Epoch 1865/5000 148/148 [==============================] - 0s 27us/step - loss: 5265.3599 - mean_absolute_error: 51.8818 - val_loss: 9790.4052 - val_mean_absolute_error: 66.2411 Epoch 1866/5000 148/148 [==============================] - 0s 20us/step - loss: 5264.3198 - mean_absolute_error: 51.8764 - val_loss: 9789.3300 - val_mean_absolute_error: 66.2364 Epoch 1867/5000 148/148 [==============================] - 0s 27us/step - loss: 5263.2905 - mean_absolute_error: 51.8710 - val_loss: 9788.2456 - val_mean_absolute_error: 66.2317 Epoch 1868/5000 148/148 [==============================] - 0s 27us/step - loss: 5262.2617 - mean_absolute_error: 51.8654 - val_loss: 9787.1510 - val_mean_absolute_error: 66.2268 Epoch 1869/5000 148/148 [==============================] - 0s 34us/step - loss: 5261.2393 - mean_absolute_error: 51.8600 - val_loss: 9786.0572 - val_mean_absolute_error: 66.2220 Epoch 1870/5000 148/148 [==============================] - 0s 27us/step - loss: 5260.1958 - mean_absolute_error: 51.8547 - val_loss: 9784.9771 - val_mean_absolute_error: 66.2173 Epoch 1871/5000 148/148 [==============================] - 0s 20us/step - loss: 5259.1597 - mean_absolute_error: 51.8495 - val_loss: 9783.9679 - val_mean_absolute_error: 66.2127 Epoch 1872/5000 148/148 [==============================] - 0s 34us/step - loss: 5258.1318 - mean_absolute_error: 51.8441 - val_loss: 9782.9966 - val_mean_absolute_error: 66.2083 Epoch 1873/5000 148/148 [==============================] - 0s 27us/step - loss: 5257.1025 - mean_absolute_error: 51.8386 - val_loss: 9782.0870 - val_mean_absolute_error: 66.2040 Epoch 1874/5000 148/148 [==============================] - 0s 27us/step - loss: 5256.0630 - mean_absolute_error: 51.8329 - val_loss: 9781.2310 - val_mean_absolute_error: 66.1998 Epoch 1875/5000 148/148 [==============================] - 0s 27us/step - loss: 5255.0396 - mean_absolute_error: 51.8272 - val_loss: 9780.3173 - val_mean_absolute_error: 66.1954 Epoch 1876/5000 148/148 [==============================] - 0s 27us/step - loss: 5254.0098 - mean_absolute_error: 51.8217 - val_loss: 9779.3328 - val_mean_absolute_error: 66.1910 Epoch 1877/5000 148/148 [==============================] - 0s 34us/step - loss: 5252.9692 - mean_absolute_error: 51.8163 - val_loss: 9778.2770 - val_mean_absolute_error: 66.1864 Epoch 1878/5000 148/148 [==============================] - 0s 27us/step - loss: 5251.9463 - mean_absolute_error: 51.8112 - val_loss: 9777.1814 - val_mean_absolute_error: 66.1817 Epoch 1879/5000 148/148 [==============================] - 0s 34us/step - loss: 5250.9141 - mean_absolute_error: 51.8060 - val_loss: 9776.0626 - val_mean_absolute_error: 66.1769 Epoch 1880/5000 148/148 [==============================] - 0s 27us/step - loss: 5249.8921 - mean_absolute_error: 51.8007 - val_loss: 9775.0518 - val_mean_absolute_error: 66.1723 Epoch 1881/5000 148/148 [==============================] - 0s 27us/step - loss: 5248.8735 - mean_absolute_error: 51.7950 - val_loss: 9774.0499 - val_mean_absolute_error: 66.1681 Epoch 1882/5000 148/148 [==============================] - 0s 27us/step - loss: 5247.8535 - mean_absolute_error: 51.7894 - val_loss: 9773.1368 - val_mean_absolute_error: 66.1644 Epoch 1883/5000 148/148 [==============================] - 0s 27us/step - loss: 5246.8223 - mean_absolute_error: 51.7838 - val_loss: 9772.1885 - val_mean_absolute_error: 66.1607 Epoch 1884/5000 148/148 [==============================] - 0s 27us/step - loss: 5245.8027 - mean_absolute_error: 51.7784 - val_loss: 9771.2086 - val_mean_absolute_error: 66.1568 Epoch 1885/5000 148/148 [==============================] - 0s 20us/step - loss: 5244.7690 - mean_absolute_error: 51.7730 - val_loss: 9770.2008 - val_mean_absolute_error: 66.1527 Epoch 1886/5000 148/148 [==============================] - 0s 27us/step - loss: 5243.7407 - mean_absolute_error: 51.7676 - val_loss: 9769.2514 - val_mean_absolute_error: 66.1487 Epoch 1887/5000 148/148 [==============================] - 0s 34us/step - loss: 5242.7275 - mean_absolute_error: 51.7622 - val_loss: 9768.3412 - val_mean_absolute_error: 66.1448 Epoch 1888/5000 148/148 [==============================] - 0s 34us/step - loss: 5241.6963 - mean_absolute_error: 51.7565 - val_loss: 9767.3691 - val_mean_absolute_error: 66.1407 Epoch 1889/5000 148/148 [==============================] - 0s 20us/step - loss: 5240.6812 - mean_absolute_error: 51.7508 - val_loss: 9766.3300 - val_mean_absolute_error: 66.1367 Epoch 1890/5000 148/148 [==============================] - 0s 27us/step - loss: 5239.6729 - mean_absolute_error: 51.7455 - val_loss: 9765.2374 - val_mean_absolute_error: 66.1326 Epoch 1891/5000 148/148 [==============================] - 0s 41us/step - loss: 5238.6523 - mean_absolute_error: 51.7404 - val_loss: 9764.1139 - val_mean_absolute_error: 66.1284 Epoch 1892/5000 148/148 [==============================] - 0s 34us/step - loss: 5237.6328 - mean_absolute_error: 51.7354 - val_loss: 9763.0917 - val_mean_absolute_error: 66.1244 Epoch 1893/5000 148/148 [==============================] - 0s 27us/step - loss: 5236.6172 - mean_absolute_error: 51.7301 - val_loss: 9762.1620 - val_mean_absolute_error: 66.1206 Epoch 1894/5000 148/148 [==============================] - 0s 34us/step - loss: 5235.6128 - mean_absolute_error: 51.7247 - val_loss: 9761.2172 - val_mean_absolute_error: 66.1169 Epoch 1895/5000 148/148 [==============================] - 0s 34us/step - loss: 5234.5991 - mean_absolute_error: 51.7197 - val_loss: 9760.2328 - val_mean_absolute_error: 66.1132 Epoch 1896/5000 148/148 [==============================] - 0s 34us/step - loss: 5233.6040 - mean_absolute_error: 51.7148 - val_loss: 9759.1957 - val_mean_absolute_error: 66.1094 Epoch 1897/5000 148/148 [==============================] - 0s 34us/step - loss: 5232.5874 - mean_absolute_error: 51.7098 - val_loss: 9758.0943 - val_mean_absolute_error: 66.1053 Epoch 1898/5000 148/148 [==============================] - 0s 20us/step - loss: 5231.5747 - mean_absolute_error: 51.7047 - val_loss: 9757.0811 - val_mean_absolute_error: 66.1014 Epoch 1899/5000 148/148 [==============================] - 0s 27us/step - loss: 5230.5674 - mean_absolute_error: 51.6995 - val_loss: 9756.1385 - val_mean_absolute_error: 66.0976 Epoch 1900/5000 148/148 [==============================] - 0s 20us/step - loss: 5229.5664 - mean_absolute_error: 51.6942 - val_loss: 9755.1518 - val_mean_absolute_error: 66.0938 Epoch 1901/5000 148/148 [==============================] - 0s 27us/step - loss: 5228.5576 - mean_absolute_error: 51.6894 - val_loss: 9754.1593 - val_mean_absolute_error: 66.0900 Epoch 1902/5000 148/148 [==============================] - 0s 20us/step - loss: 5227.5479 - mean_absolute_error: 51.6846 - val_loss: 9753.2579 - val_mean_absolute_error: 66.0863 Epoch 1903/5000 148/148 [==============================] - 0s 20us/step - loss: 5226.5557 - mean_absolute_error: 51.6797 - val_loss: 9752.2836 - val_mean_absolute_error: 66.0824 Epoch 1904/5000 148/148 [==============================] - 0s 27us/step - loss: 5225.5508 - mean_absolute_error: 51.6748 - val_loss: 9751.2376 - val_mean_absolute_error: 66.0785 Epoch 1905/5000 148/148 [==============================] - 0s 20us/step - loss: 5224.5562 - mean_absolute_error: 51.6698 - val_loss: 9750.2445 - val_mean_absolute_error: 66.0746 Epoch 1906/5000 148/148 [==============================] - 0s 27us/step - loss: 5223.5483 - mean_absolute_error: 51.6648 - val_loss: 9749.2086 - val_mean_absolute_error: 66.0706 Epoch 1907/5000 148/148 [==============================] - 0s 34us/step - loss: 5222.5483 - mean_absolute_error: 51.6599 - val_loss: 9748.1760 - val_mean_absolute_error: 66.0666 Epoch 1908/5000 148/148 [==============================] - 0s 27us/step - loss: 5221.5498 - mean_absolute_error: 51.6552 - val_loss: 9747.2221 - val_mean_absolute_error: 66.0626 Epoch 1909/5000 148/148 [==============================] - 0s 20us/step - loss: 5220.5420 - mean_absolute_error: 51.6502 - val_loss: 9746.3280 - val_mean_absolute_error: 66.0589 Epoch 1910/5000 148/148 [==============================] - 0s 27us/step - loss: 5219.5508 - mean_absolute_error: 51.6452 - val_loss: 9745.4127 - val_mean_absolute_error: 66.0551 Epoch 1911/5000 148/148 [==============================] - 0s 27us/step - loss: 5218.5513 - mean_absolute_error: 51.6400 - val_loss: 9744.4300 - val_mean_absolute_error: 66.0513 Epoch 1912/5000 148/148 [==============================] - 0s 34us/step - loss: 5217.5420 - mean_absolute_error: 51.6348 - val_loss: 9743.4008 - val_mean_absolute_error: 66.0475 Epoch 1913/5000 148/148 [==============================] - 0s 20us/step - loss: 5216.5381 - mean_absolute_error: 51.6301 - val_loss: 9742.3445 - val_mean_absolute_error: 66.0436 Epoch 1914/5000 148/148 [==============================] - 0s 34us/step - loss: 5215.5259 - mean_absolute_error: 51.6253 - val_loss: 9741.2732 - val_mean_absolute_error: 66.0395 Epoch 1915/5000 148/148 [==============================] - 0s 27us/step - loss: 5214.5161 - mean_absolute_error: 51.6206 - val_loss: 9740.2780 - val_mean_absolute_error: 66.0353 Epoch 1916/5000 148/148 [==============================] - 0s 27us/step - loss: 5213.5063 - mean_absolute_error: 51.6154 - val_loss: 9739.3490 - val_mean_absolute_error: 66.0314 Epoch 1917/5000 148/148 [==============================] - 0s 20us/step - loss: 5212.5054 - mean_absolute_error: 51.6099 - val_loss: 9738.3843 - val_mean_absolute_error: 66.0275 Epoch 1918/5000 148/148 [==============================] - 0s 27us/step - loss: 5211.4985 - mean_absolute_error: 51.6047 - val_loss: 9737.3640 - val_mean_absolute_error: 66.0236 Epoch 1919/5000 148/148 [==============================] - 0s 20us/step - loss: 5210.4824 - mean_absolute_error: 51.5996 - val_loss: 9736.2973 - val_mean_absolute_error: 66.0197 Epoch 1920/5000 148/148 [==============================] - 0s 27us/step - loss: 5209.4634 - mean_absolute_error: 51.5948 - val_loss: 9735.3188 - val_mean_absolute_error: 66.0161 Epoch 1921/5000 148/148 [==============================] - 0s 27us/step - loss: 5208.4556 - mean_absolute_error: 51.5900 - val_loss: 9734.4082 - val_mean_absolute_error: 66.0125 Epoch 1922/5000 148/148 [==============================] - 0s 27us/step - loss: 5207.4482 - mean_absolute_error: 51.5850 - val_loss: 9733.4588 - val_mean_absolute_error: 66.0087 Epoch 1923/5000 148/148 [==============================] - 0s 20us/step - loss: 5206.4297 - mean_absolute_error: 51.5800 - val_loss: 9732.4518 - val_mean_absolute_error: 66.0046 Epoch 1924/5000 148/148 [==============================] - 0s 27us/step - loss: 5205.4263 - mean_absolute_error: 51.5752 - val_loss: 9731.4988 - val_mean_absolute_error: 66.0005 Epoch 1925/5000 148/148 [==============================] - 0s 34us/step - loss: 5204.4170 - mean_absolute_error: 51.5700 - val_loss: 9730.4707 - val_mean_absolute_error: 65.9964 Epoch 1926/5000 148/148 [==============================] - 0s 20us/step - loss: 5203.4062 - mean_absolute_error: 51.5649 - val_loss: 9729.4273 - val_mean_absolute_error: 65.9924 Epoch 1927/5000 148/148 [==============================] - 0s 27us/step - loss: 5202.3989 - mean_absolute_error: 51.5599 - val_loss: 9728.3678 - val_mean_absolute_error: 65.9885 Epoch 1928/5000 148/148 [==============================] - 0s 27us/step - loss: 5201.4116 - mean_absolute_error: 51.5551 - val_loss: 9727.3978 - val_mean_absolute_error: 65.9847 Epoch 1929/5000 148/148 [==============================] - 0s 27us/step - loss: 5200.4116 - mean_absolute_error: 51.5500 - val_loss: 9726.4027 - val_mean_absolute_error: 65.9807 Epoch 1930/5000 148/148 [==============================] - 0s 27us/step - loss: 5199.3979 - mean_absolute_error: 51.5449 - val_loss: 9725.5017 - val_mean_absolute_error: 65.9768 Epoch 1931/5000 148/148 [==============================] - 0s 34us/step - loss: 5198.3794 - mean_absolute_error: 51.5397 - val_loss: 9724.5898 - val_mean_absolute_error: 65.9729 Epoch 1932/5000 148/148 [==============================] - 0s 20us/step - loss: 5197.3892 - mean_absolute_error: 51.5346 - val_loss: 9723.6003 - val_mean_absolute_error: 65.9690 Epoch 1933/5000 148/148 [==============================] - 0s 27us/step - loss: 5196.4048 - mean_absolute_error: 51.5298 - val_loss: 9722.6448 - val_mean_absolute_error: 65.9652 Epoch 1934/5000 148/148 [==============================] - 0s 27us/step - loss: 5195.3838 - mean_absolute_error: 51.5248 - val_loss: 9721.6047 - val_mean_absolute_error: 65.9613 Epoch 1935/5000 148/148 [==============================] - 0s 34us/step - loss: 5194.3735 - mean_absolute_error: 51.5198 - val_loss: 9720.6221 - val_mean_absolute_error: 65.9574 Epoch 1936/5000 148/148 [==============================] - 0s 27us/step - loss: 5193.3730 - mean_absolute_error: 51.5147 - val_loss: 9719.5995 - val_mean_absolute_error: 65.9533 Epoch 1937/5000 148/148 [==============================] - 0s 27us/step - loss: 5192.3828 - mean_absolute_error: 51.5098 - val_loss: 9718.5578 - val_mean_absolute_error: 65.9491 Epoch 1938/5000 148/148 [==============================] - 0s 27us/step - loss: 5191.3765 - mean_absolute_error: 51.5050 - val_loss: 9717.5071 - val_mean_absolute_error: 65.9448 Epoch 1939/5000 148/148 [==============================] - 0s 27us/step - loss: 5190.3813 - mean_absolute_error: 51.5002 - val_loss: 9716.5556 - val_mean_absolute_error: 65.9407 Epoch 1940/5000 148/148 [==============================] - 0s 27us/step - loss: 5189.3823 - mean_absolute_error: 51.4949 - val_loss: 9715.6884 - val_mean_absolute_error: 65.9369 Epoch 1941/5000 148/148 [==============================] - 0s 27us/step - loss: 5188.3887 - mean_absolute_error: 51.4895 - val_loss: 9714.7589 - val_mean_absolute_error: 65.9332 Epoch 1942/5000 148/148 [==============================] - 0s 27us/step - loss: 5187.3862 - mean_absolute_error: 51.4844 - val_loss: 9713.7421 - val_mean_absolute_error: 65.9294 Epoch 1943/5000 148/148 [==============================] - 0s 20us/step - loss: 5186.3901 - mean_absolute_error: 51.4797 - val_loss: 9712.6771 - val_mean_absolute_error: 65.9254 Epoch 1944/5000 148/148 [==============================] - 0s 34us/step - loss: 5185.3950 - mean_absolute_error: 51.4749 - val_loss: 9711.5988 - val_mean_absolute_error: 65.9212 Epoch 1945/5000 148/148 [==============================] - 0s 27us/step - loss: 5184.3877 - mean_absolute_error: 51.4702 - val_loss: 9710.5997 - val_mean_absolute_error: 65.9170 Epoch 1946/5000 148/148 [==============================] - 0s 20us/step - loss: 5183.3765 - mean_absolute_error: 51.4652 - val_loss: 9709.6634 - val_mean_absolute_error: 65.9131 Epoch 1947/5000 148/148 [==============================] - 0s 41us/step - loss: 5182.3501 - mean_absolute_error: 51.4599 - val_loss: 9708.7887 - val_mean_absolute_error: 65.9093 Epoch 1948/5000 148/148 [==============================] - 0s 27us/step - loss: 5181.3301 - mean_absolute_error: 51.4542 - val_loss: 9707.8768 - val_mean_absolute_error: 65.9056 Epoch 1949/5000 148/148 [==============================] - 0s 27us/step - loss: 5180.3105 - mean_absolute_error: 51.4487 - val_loss: 9706.9309 - val_mean_absolute_error: 65.9018 Epoch 1950/5000 148/148 [==============================] - 0s 27us/step - loss: 5179.2783 - mean_absolute_error: 51.4433 - val_loss: 9705.9469 - val_mean_absolute_error: 65.8981 Epoch 1951/5000 148/148 [==============================] - 0s 27us/step - loss: 5178.2407 - mean_absolute_error: 51.4381 - val_loss: 9704.8961 - val_mean_absolute_error: 65.8942 Epoch 1952/5000 148/148 [==============================] - 0s 27us/step - loss: 5177.2197 - mean_absolute_error: 51.4332 - val_loss: 9703.7848 - val_mean_absolute_error: 65.8902 Epoch 1953/5000 148/148 [==============================] - 0s 34us/step - loss: 5176.1836 - mean_absolute_error: 51.4284 - val_loss: 9702.6477 - val_mean_absolute_error: 65.8859 Epoch 1954/5000 148/148 [==============================] - 0s 20us/step - loss: 5175.1665 - mean_absolute_error: 51.4234 - val_loss: 9701.6135 - val_mean_absolute_error: 65.8819 Epoch 1955/5000 148/148 [==============================] - 0s 27us/step - loss: 5174.1299 - mean_absolute_error: 51.4180 - val_loss: 9700.6886 - val_mean_absolute_error: 65.8780 Epoch 1956/5000 148/148 [==============================] - 0s 27us/step - loss: 5173.0776 - mean_absolute_error: 51.4122 - val_loss: 9699.8398 - val_mean_absolute_error: 65.8745 Epoch 1957/5000 148/148 [==============================] - 0s 27us/step - loss: 5172.0415 - mean_absolute_error: 51.4065 - val_loss: 9698.9091 - val_mean_absolute_error: 65.8708 Epoch 1958/5000 148/148 [==============================] - 0s 27us/step - loss: 5171.0249 - mean_absolute_error: 51.4011 - val_loss: 9697.9070 - val_mean_absolute_error: 65.8669 Epoch 1959/5000 148/148 [==============================] - 0s 27us/step - loss: 5169.9932 - mean_absolute_error: 51.3959 - val_loss: 9696.8563 - val_mean_absolute_error: 65.8629 Epoch 1960/5000 148/148 [==============================] - 0s 34us/step - loss: 5168.9546 - mean_absolute_error: 51.3908 - val_loss: 9695.7859 - val_mean_absolute_error: 65.8587 Epoch 1961/5000 148/148 [==============================] - 0s 27us/step - loss: 5167.9141 - mean_absolute_error: 51.3858 - val_loss: 9694.6839 - val_mean_absolute_error: 65.8546 Epoch 1962/5000 148/148 [==============================] - 0s 27us/step - loss: 5166.8882 - mean_absolute_error: 51.3809 - val_loss: 9693.6483 - val_mean_absolute_error: 65.8505 Epoch 1963/5000 148/148 [==============================] - 0s 27us/step - loss: 5165.8560 - mean_absolute_error: 51.3758 - val_loss: 9692.6843 - val_mean_absolute_error: 65.8467 Epoch 1964/5000 148/148 [==============================] - 0s 27us/step - loss: 5164.8115 - mean_absolute_error: 51.3704 - val_loss: 9691.7506 - val_mean_absolute_error: 65.8430 Epoch 1965/5000 148/148 [==============================] - 0s 27us/step - loss: 5163.7710 - mean_absolute_error: 51.3648 - val_loss: 9690.7620 - val_mean_absolute_error: 65.8391 Epoch 1966/5000 148/148 [==============================] - 0s 27us/step - loss: 5162.7451 - mean_absolute_error: 51.3594 - val_loss: 9689.7304 - val_mean_absolute_error: 65.8350 Epoch 1967/5000 148/148 [==============================] - 0s 20us/step - loss: 5161.7188 - mean_absolute_error: 51.3543 - val_loss: 9688.6931 - val_mean_absolute_error: 65.8309 Epoch 1968/5000 148/148 [==============================] - 0s 34us/step - loss: 5160.6797 - mean_absolute_error: 51.3493 - val_loss: 9687.7205 - val_mean_absolute_error: 65.8271 Epoch 1969/5000 148/148 [==============================] - 0s 27us/step - loss: 5159.6475 - mean_absolute_error: 51.3443 - val_loss: 9686.7240 - val_mean_absolute_error: 65.8230 Epoch 1970/5000 148/148 [==============================] - 0s 27us/step - loss: 5158.6270 - mean_absolute_error: 51.3394 - val_loss: 9685.7957 - val_mean_absolute_error: 65.8191 Epoch 1971/5000 148/148 [==============================] - 0s 27us/step - loss: 5157.6045 - mean_absolute_error: 51.3341 - val_loss: 9684.8179 - val_mean_absolute_error: 65.8151 Epoch 1972/5000 148/148 [==============================] - 0s 27us/step - loss: 5156.5806 - mean_absolute_error: 51.3286 - val_loss: 9683.8097 - val_mean_absolute_error: 65.8111 Epoch 1973/5000 148/148 [==============================] - 0s 27us/step - loss: 5155.5610 - mean_absolute_error: 51.3235 - val_loss: 9682.7474 - val_mean_absolute_error: 65.8071 Epoch 1974/5000 148/148 [==============================] - 0s 27us/step - loss: 5154.5264 - mean_absolute_error: 51.3186 - val_loss: 9681.6383 - val_mean_absolute_error: 65.8031 Epoch 1975/5000 148/148 [==============================] - 0s 34us/step - loss: 5153.5215 - mean_absolute_error: 51.3139 - val_loss: 9680.5947 - val_mean_absolute_error: 65.7991 Epoch 1976/5000 148/148 [==============================] - 0s 27us/step - loss: 5152.5063 - mean_absolute_error: 51.3089 - val_loss: 9679.6258 - val_mean_absolute_error: 65.7952 Epoch 1977/5000 148/148 [==============================] - 0s 20us/step - loss: 5151.4702 - mean_absolute_error: 51.3034 - val_loss: 9678.7257 - val_mean_absolute_error: 65.7912 Epoch 1978/5000 148/148 [==============================] - 0s 27us/step - loss: 5150.4453 - mean_absolute_error: 51.2978 - val_loss: 9677.7812 - val_mean_absolute_error: 65.7870 Epoch 1979/5000 148/148 [==============================] - 0s 27us/step - loss: 5149.4468 - mean_absolute_error: 51.2923 - val_loss: 9676.7863 - val_mean_absolute_error: 65.7829 Epoch 1980/5000 148/148 [==============================] - 0s 34us/step - loss: 5148.4316 - mean_absolute_error: 51.2872 - val_loss: 9675.7415 - val_mean_absolute_error: 65.7790 Epoch 1981/5000 148/148 [==============================] - 0s 20us/step - loss: 5147.3970 - mean_absolute_error: 51.2825 - val_loss: 9674.6720 - val_mean_absolute_error: 65.7751 Epoch 1982/5000 148/148 [==============================] - 0s 20us/step - loss: 5146.3682 - mean_absolute_error: 51.2779 - val_loss: 9673.5929 - val_mean_absolute_error: 65.7710 Epoch 1983/5000 148/148 [==============================] - 0s 20us/step - loss: 5145.3545 - mean_absolute_error: 51.2733 - val_loss: 9672.5889 - val_mean_absolute_error: 65.7670 Epoch 1984/5000 148/148 [==============================] - 0s 27us/step - loss: 5144.3530 - mean_absolute_error: 51.2685 - val_loss: 9671.6398 - val_mean_absolute_error: 65.7631 Epoch 1985/5000 148/148 [==============================] - 0s 27us/step - loss: 5143.3359 - mean_absolute_error: 51.2633 - val_loss: 9670.7245 - val_mean_absolute_error: 65.7594 Epoch 1986/5000 148/148 [==============================] - 0s 27us/step - loss: 5142.3164 - mean_absolute_error: 51.2579 - val_loss: 9669.7587 - val_mean_absolute_error: 65.7555 Epoch 1987/5000 148/148 [==============================] - 0s 27us/step - loss: 5141.3076 - mean_absolute_error: 51.2525 - val_loss: 9668.7776 - val_mean_absolute_error: 65.7514 Epoch 1988/5000 148/148 [==============================] - 0s 27us/step - loss: 5140.2959 - mean_absolute_error: 51.2471 - val_loss: 9667.7621 - val_mean_absolute_error: 65.7473 Epoch 1989/5000 148/148 [==============================] - 0s 27us/step - loss: 5139.2827 - mean_absolute_error: 51.2420 - val_loss: 9666.7194 - val_mean_absolute_error: 65.7433 Epoch 1990/5000 148/148 [==============================] - 0s 20us/step - loss: 5138.2593 - mean_absolute_error: 51.2370 - val_loss: 9665.6579 - val_mean_absolute_error: 65.7394 Epoch 1991/5000 148/148 [==============================] - 0s 27us/step - loss: 5137.2329 - mean_absolute_error: 51.2321 - val_loss: 9664.6547 - val_mean_absolute_error: 65.7355 Epoch 1992/5000 148/148 [==============================] - 0s 27us/step - loss: 5136.2295 - mean_absolute_error: 51.2272 - val_loss: 9663.7109 - val_mean_absolute_error: 65.7316 Epoch 1993/5000 148/148 [==============================] - 0s 34us/step - loss: 5135.2236 - mean_absolute_error: 51.2221 - val_loss: 9662.7167 - val_mean_absolute_error: 65.7276 Epoch 1994/5000 148/148 [==============================] - 0s 27us/step - loss: 5134.2119 - mean_absolute_error: 51.2170 - val_loss: 9661.6898 - val_mean_absolute_error: 65.7236 Epoch 1995/5000 148/148 [==============================] - 0s 27us/step - loss: 5133.2012 - mean_absolute_error: 51.2119 - val_loss: 9660.6912 - val_mean_absolute_error: 65.7197 Epoch 1996/5000 148/148 [==============================] - 0s 27us/step - loss: 5132.2031 - mean_absolute_error: 51.2068 - val_loss: 9659.6516 - val_mean_absolute_error: 65.7156 Epoch 1997/5000 148/148 [==============================] - 0s 20us/step - loss: 5131.2104 - mean_absolute_error: 51.2019 - val_loss: 9658.7160 - val_mean_absolute_error: 65.7117 Epoch 1998/5000 148/148 [==============================] - 0s 27us/step - loss: 5130.2061 - mean_absolute_error: 51.1968 - val_loss: 9657.7576 - val_mean_absolute_error: 65.7079 Epoch 1999/5000 148/148 [==============================] - 0s 27us/step - loss: 5129.2007 - mean_absolute_error: 51.1918 - val_loss: 9656.7533 - val_mean_absolute_error: 65.7039 Epoch 2000/5000 148/148 [==============================] - 0s 27us/step - loss: 5128.2070 - mean_absolute_error: 51.1870 - val_loss: 9655.8209 - val_mean_absolute_error: 65.6999 Epoch 2001/5000 148/148 [==============================] - 0s 20us/step - loss: 5127.2012 - mean_absolute_error: 51.1817 - val_loss: 9654.8164 - val_mean_absolute_error: 65.6958 Epoch 2002/5000 148/148 [==============================] - 0s 27us/step - loss: 5126.2124 - mean_absolute_error: 51.1766 - val_loss: 9653.7576 - val_mean_absolute_error: 65.6919 Epoch 2003/5000 148/148 [==============================] - 0s 27us/step - loss: 5125.2119 - mean_absolute_error: 51.1717 - val_loss: 9652.7738 - val_mean_absolute_error: 65.6880 Epoch 2004/5000 148/148 [==============================] - 0s 27us/step - loss: 5124.2188 - mean_absolute_error: 51.1666 - val_loss: 9651.8878 - val_mean_absolute_error: 65.6842 Epoch 2005/5000 148/148 [==============================] - 0s 27us/step - loss: 5123.2271 - mean_absolute_error: 51.1613 - val_loss: 9650.9861 - val_mean_absolute_error: 65.6804 Epoch 2006/5000 148/148 [==============================] - 0s 27us/step - loss: 5122.2310 - mean_absolute_error: 51.1561 - val_loss: 9650.0149 - val_mean_absolute_error: 65.6766 Epoch 2007/5000 148/148 [==============================] - 0s 20us/step - loss: 5121.2334 - mean_absolute_error: 51.1513 - val_loss: 9648.9831 - val_mean_absolute_error: 65.6727 Epoch 2008/5000 148/148 [==============================] - 0s 27us/step - loss: 5120.2373 - mean_absolute_error: 51.1464 - val_loss: 9648.0394 - val_mean_absolute_error: 65.6691 Epoch 2009/5000 148/148 [==============================] - 0s 27us/step - loss: 5119.2393 - mean_absolute_error: 51.1413 - val_loss: 9647.0733 - val_mean_absolute_error: 65.6653 Epoch 2010/5000 148/148 [==============================] - 0s 20us/step - loss: 5118.2505 - mean_absolute_error: 51.1362 - val_loss: 9646.0526 - val_mean_absolute_error: 65.6613 Epoch 2011/5000 148/148 [==============================] - 0s 27us/step - loss: 5117.2617 - mean_absolute_error: 51.1313 - val_loss: 9645.1056 - val_mean_absolute_error: 65.6574 Epoch 2012/5000 148/148 [==============================] - 0s 27us/step - loss: 5116.2554 - mean_absolute_error: 51.1261 - val_loss: 9644.2253 - val_mean_absolute_error: 65.6536 Epoch 2013/5000 148/148 [==============================] - 0s 27us/step - loss: 5115.2363 - mean_absolute_error: 51.1207 - val_loss: 9643.2774 - val_mean_absolute_error: 65.6497 Epoch 2014/5000 148/148 [==============================] - 0s 34us/step - loss: 5114.2212 - mean_absolute_error: 51.1151 - val_loss: 9642.2712 - val_mean_absolute_error: 65.6458 Epoch 2015/5000 148/148 [==============================] - 0s 20us/step - loss: 5113.1733 - mean_absolute_error: 51.1099 - val_loss: 9641.1889 - val_mean_absolute_error: 65.6419 Epoch 2016/5000 148/148 [==============================] - 0s 27us/step - loss: 5112.1230 - mean_absolute_error: 51.1049 - val_loss: 9640.0503 - val_mean_absolute_error: 65.6377 Epoch 2017/5000 148/148 [==============================] - 0s 27us/step - loss: 5111.0830 - mean_absolute_error: 51.0998 - val_loss: 9638.9837 - val_mean_absolute_error: 65.6335 Epoch 2018/5000 148/148 [==============================] - 0s 34us/step - loss: 5110.0244 - mean_absolute_error: 51.0942 - val_loss: 9637.9856 - val_mean_absolute_error: 65.6296 Epoch 2019/5000 148/148 [==============================] - 0s 34us/step - loss: 5108.9604 - mean_absolute_error: 51.0884 - val_loss: 9637.0487 - val_mean_absolute_error: 65.6258 Epoch 2020/5000 148/148 [==============================] - 0s 27us/step - loss: 5107.9170 - mean_absolute_error: 51.0827 - val_loss: 9636.0409 - val_mean_absolute_error: 65.6219 Epoch 2021/5000 148/148 [==============================] - 0s 27us/step - loss: 5106.8457 - mean_absolute_error: 51.0771 - val_loss: 9634.9859 - val_mean_absolute_error: 65.6177 Epoch 2022/5000 148/148 [==============================] - 0s 27us/step - loss: 5105.7827 - mean_absolute_error: 51.0716 - val_loss: 9633.8835 - val_mean_absolute_error: 65.6135 Epoch 2023/5000 148/148 [==============================] - 0s 20us/step - loss: 5104.7070 - mean_absolute_error: 51.0662 - val_loss: 9632.7435 - val_mean_absolute_error: 65.6091 Epoch 2024/5000 148/148 [==============================] - 0s 27us/step - loss: 5103.6255 - mean_absolute_error: 51.0610 - val_loss: 9631.5781 - val_mean_absolute_error: 65.6047 Epoch 2025/5000 148/148 [==============================] - 0s 27us/step - loss: 5102.5796 - mean_absolute_error: 51.0559 - val_loss: 9630.5022 - val_mean_absolute_error: 65.6007 Epoch 2026/5000 148/148 [==============================] - 0s 27us/step - loss: 5101.5210 - mean_absolute_error: 51.0508 - val_loss: 9629.4971 - val_mean_absolute_error: 65.5969 Epoch 2027/5000 148/148 [==============================] - 0s 27us/step - loss: 5100.4390 - mean_absolute_error: 51.0453 - val_loss: 9628.5357 - val_mean_absolute_error: 65.5932 Epoch 2028/5000 148/148 [==============================] - 0s 20us/step - loss: 5099.3770 - mean_absolute_error: 51.0396 - val_loss: 9627.5024 - val_mean_absolute_error: 65.5892 Epoch 2029/5000 148/148 [==============================] - 0s 34us/step - loss: 5098.3276 - mean_absolute_error: 51.0342 - val_loss: 9626.4042 - val_mean_absolute_error: 65.5849 Epoch 2030/5000 148/148 [==============================] - 0s 27us/step - loss: 5097.2583 - mean_absolute_error: 51.0288 - val_loss: 9625.2768 - val_mean_absolute_error: 65.5804 Epoch 2031/5000 148/148 [==============================] - 0s 27us/step - loss: 5096.1973 - mean_absolute_error: 51.0235 - val_loss: 9624.1284 - val_mean_absolute_error: 65.5760 Epoch 2032/5000 148/148 [==============================] - 0s 27us/step - loss: 5095.1357 - mean_absolute_error: 51.0184 - val_loss: 9622.9846 - val_mean_absolute_error: 65.5719 Epoch 2033/5000 148/148 [==============================] - 0s 27us/step - loss: 5094.0679 - mean_absolute_error: 51.0135 - val_loss: 9621.9143 - val_mean_absolute_error: 65.5680 Epoch 2034/5000 148/148 [==============================] - 0s 20us/step - loss: 5093.0010 - mean_absolute_error: 51.0084 - val_loss: 9620.9406 - val_mean_absolute_error: 65.5643 Epoch 2035/5000 148/148 [==============================] - 0s 20us/step - loss: 5091.9429 - mean_absolute_error: 51.0031 - val_loss: 9620.0063 - val_mean_absolute_error: 65.5605 Epoch 2036/5000 148/148 [==============================] - 0s 27us/step - loss: 5090.8652 - mean_absolute_error: 50.9975 - val_loss: 9618.9819 - val_mean_absolute_error: 65.5566 Epoch 2037/5000 148/148 [==============================] - 0s 34us/step - loss: 5089.7969 - mean_absolute_error: 50.9920 - val_loss: 9617.8900 - val_mean_absolute_error: 65.5526 Epoch 2038/5000 148/148 [==============================] - 0s 27us/step - loss: 5088.7305 - mean_absolute_error: 50.9868 - val_loss: 9616.7718 - val_mean_absolute_error: 65.5486 Epoch 2039/5000 148/148 [==============================] - 0s 27us/step - loss: 5087.6597 - mean_absolute_error: 50.9817 - val_loss: 9615.7320 - val_mean_absolute_error: 65.5446 Epoch 2040/5000 148/148 [==============================] - 0s 27us/step - loss: 5086.6055 - mean_absolute_error: 50.9765 - val_loss: 9614.6597 - val_mean_absolute_error: 65.5404 Epoch 2041/5000 148/148 [==============================] - 0s 34us/step - loss: 5085.5518 - mean_absolute_error: 50.9713 - val_loss: 9613.6553 - val_mean_absolute_error: 65.5364 Epoch 2042/5000 148/148 [==============================] - 0s 27us/step - loss: 5084.4702 - mean_absolute_error: 50.9658 - val_loss: 9612.6161 - val_mean_absolute_error: 65.5325 Epoch 2043/5000 148/148 [==============================] - 0s 27us/step - loss: 5083.4268 - mean_absolute_error: 50.9604 - val_loss: 9611.5301 - val_mean_absolute_error: 65.5284 Epoch 2044/5000 148/148 [==============================] - 0s 34us/step - loss: 5082.3657 - mean_absolute_error: 50.9552 - val_loss: 9610.4013 - val_mean_absolute_error: 65.5241 Epoch 2045/5000 148/148 [==============================] - 0s 34us/step - loss: 5081.2983 - mean_absolute_error: 50.9502 - val_loss: 9609.3484 - val_mean_absolute_error: 65.5201 Epoch 2046/5000 148/148 [==============================] - 0s 27us/step - loss: 5080.2397 - mean_absolute_error: 50.9450 - val_loss: 9608.3670 - val_mean_absolute_error: 65.5164 Epoch 2047/5000 148/148 [==============================] - 0s 34us/step - loss: 5079.1729 - mean_absolute_error: 50.9397 - val_loss: 9607.3346 - val_mean_absolute_error: 65.5127 Epoch 2048/5000 148/148 [==============================] - 0s 27us/step - loss: 5078.1182 - mean_absolute_error: 50.9345 - val_loss: 9606.2690 - val_mean_absolute_error: 65.5088 Epoch 2049/5000 148/148 [==============================] - 0s 20us/step - loss: 5077.0557 - mean_absolute_error: 50.9293 - val_loss: 9605.2111 - val_mean_absolute_error: 65.5050 Epoch 2050/5000 148/148 [==============================] - 0s 27us/step - loss: 5075.9717 - mean_absolute_error: 50.9239 - val_loss: 9604.1221 - val_mean_absolute_error: 65.5011 Epoch 2051/5000 148/148 [==============================] - 0s 27us/step - loss: 5074.8867 - mean_absolute_error: 50.9186 - val_loss: 9602.9821 - val_mean_absolute_error: 65.4969 Epoch 2052/5000 148/148 [==============================] - 0s 27us/step - loss: 5073.8062 - mean_absolute_error: 50.9133 - val_loss: 9601.9367 - val_mean_absolute_error: 65.4929 Epoch 2053/5000 148/148 [==============================] - 0s 27us/step - loss: 5072.7358 - mean_absolute_error: 50.9078 - val_loss: 9600.8793 - val_mean_absolute_error: 65.4890 Epoch 2054/5000 148/148 [==============================] - 0s 20us/step - loss: 5071.6523 - mean_absolute_error: 50.9025 - val_loss: 9599.7913 - val_mean_absolute_error: 65.4851 Epoch 2055/5000 148/148 [==============================] - 0s 27us/step - loss: 5070.5752 - mean_absolute_error: 50.8974 - val_loss: 9598.7593 - val_mean_absolute_error: 65.4814 Epoch 2056/5000 148/148 [==============================] - 0s 34us/step - loss: 5069.4912 - mean_absolute_error: 50.8921 - val_loss: 9597.7623 - val_mean_absolute_error: 65.4778 Epoch 2057/5000 148/148 [==============================] - 0s 34us/step - loss: 5068.4048 - mean_absolute_error: 50.8866 - val_loss: 9596.7308 - val_mean_absolute_error: 65.4739 Epoch 2058/5000 148/148 [==============================] - 0s 27us/step - loss: 5067.3145 - mean_absolute_error: 50.8812 - val_loss: 9595.6683 - val_mean_absolute_error: 65.4697 Epoch 2059/5000 148/148 [==============================] - 0s 27us/step - loss: 5066.2104 - mean_absolute_error: 50.8759 - val_loss: 9594.5262 - val_mean_absolute_error: 65.4654 Epoch 2060/5000 148/148 [==============================] - 0s 20us/step - loss: 5065.1357 - mean_absolute_error: 50.8709 - val_loss: 9593.4132 - val_mean_absolute_error: 65.4614 Epoch 2061/5000 148/148 [==============================] - 0s 34us/step - loss: 5064.0459 - mean_absolute_error: 50.8656 - val_loss: 9592.3491 - val_mean_absolute_error: 65.4577 Epoch 2062/5000 148/148 [==============================] - 0s 34us/step - loss: 5062.9365 - mean_absolute_error: 50.8602 - val_loss: 9591.2398 - val_mean_absolute_error: 65.4538 Epoch 2063/5000 148/148 [==============================] - 0s 34us/step - loss: 5061.8569 - mean_absolute_error: 50.8548 - val_loss: 9590.1273 - val_mean_absolute_error: 65.4497 Epoch 2064/5000 148/148 [==============================] - 0s 34us/step - loss: 5060.7598 - mean_absolute_error: 50.8495 - val_loss: 9589.0053 - val_mean_absolute_error: 65.4455 Epoch 2065/5000 148/148 [==============================] - 0s 27us/step - loss: 5059.6680 - mean_absolute_error: 50.8442 - val_loss: 9587.9692 - val_mean_absolute_error: 65.4417 Epoch 2066/5000 148/148 [==============================] - 0s 20us/step - loss: 5058.5806 - mean_absolute_error: 50.8389 - val_loss: 9586.9848 - val_mean_absolute_error: 65.4381 Epoch 2067/5000 148/148 [==============================] - 0s 27us/step - loss: 5057.5015 - mean_absolute_error: 50.8335 - val_loss: 9585.9739 - val_mean_absolute_error: 65.4343 Epoch 2068/5000 148/148 [==============================] - 0s 27us/step - loss: 5056.4111 - mean_absolute_error: 50.8282 - val_loss: 9584.9174 - val_mean_absolute_error: 65.4305 Epoch 2069/5000 148/148 [==============================] - 0s 34us/step - loss: 5055.3208 - mean_absolute_error: 50.8230 - val_loss: 9583.8135 - val_mean_absolute_error: 65.4266 Epoch 2070/5000 148/148 [==============================] - 0s 20us/step - loss: 5054.2173 - mean_absolute_error: 50.8178 - val_loss: 9582.6936 - val_mean_absolute_error: 65.4225 Epoch 2071/5000 148/148 [==============================] - 0s 34us/step - loss: 5053.1641 - mean_absolute_error: 50.8128 - val_loss: 9581.6073 - val_mean_absolute_error: 65.4185 Epoch 2072/5000 148/148 [==============================] - 0s 27us/step - loss: 5052.0977 - mean_absolute_error: 50.8076 - val_loss: 9580.5651 - val_mean_absolute_error: 65.4148 Epoch 2073/5000 148/148 [==============================] - 0s 20us/step - loss: 5050.9922 - mean_absolute_error: 50.8021 - val_loss: 9579.5919 - val_mean_absolute_error: 65.4113 Epoch 2074/5000 148/148 [==============================] - 0s 27us/step - loss: 5049.9072 - mean_absolute_error: 50.7966 - val_loss: 9578.5596 - val_mean_absolute_error: 65.4075 Epoch 2075/5000 148/148 [==============================] - 0s 27us/step - loss: 5048.8501 - mean_absolute_error: 50.7913 - val_loss: 9577.4934 - val_mean_absolute_error: 65.4035 Epoch 2076/5000 148/148 [==============================] - 0s 27us/step - loss: 5047.7861 - mean_absolute_error: 50.7861 - val_loss: 9576.4146 - val_mean_absolute_error: 65.3994 Epoch 2077/5000 148/148 [==============================] - 0s 20us/step - loss: 5046.7378 - mean_absolute_error: 50.7810 - val_loss: 9575.3138 - val_mean_absolute_error: 65.3953 Epoch 2078/5000 148/148 [==============================] - 0s 27us/step - loss: 5045.6938 - mean_absolute_error: 50.7760 - val_loss: 9574.2778 - val_mean_absolute_error: 65.3915 Epoch 2079/5000 148/148 [==============================] - 0s 20us/step - loss: 5044.6421 - mean_absolute_error: 50.7709 - val_loss: 9573.2986 - val_mean_absolute_error: 65.3879 Epoch 2080/5000 148/148 [==============================] - 0s 27us/step - loss: 5043.5894 - mean_absolute_error: 50.7657 - val_loss: 9572.2801 - val_mean_absolute_error: 65.3843 Epoch 2081/5000 148/148 [==============================] - 0s 20us/step - loss: 5042.5439 - mean_absolute_error: 50.7606 - val_loss: 9571.1860 - val_mean_absolute_error: 65.3805 Epoch 2082/5000 148/148 [==============================] - 0s 27us/step - loss: 5041.4922 - mean_absolute_error: 50.7556 - val_loss: 9570.1169 - val_mean_absolute_error: 65.3767 Epoch 2083/5000 148/148 [==============================] - 0s 34us/step - loss: 5040.4390 - mean_absolute_error: 50.7503 - val_loss: 9568.9883 - val_mean_absolute_error: 65.3726 Epoch 2084/5000 148/148 [==============================] - 0s 27us/step - loss: 5039.3960 - mean_absolute_error: 50.7451 - val_loss: 9567.8462 - val_mean_absolute_error: 65.3685 Epoch 2085/5000 148/148 [==============================] - 0s 27us/step - loss: 5038.3555 - mean_absolute_error: 50.7402 - val_loss: 9566.7874 - val_mean_absolute_error: 65.3644 Epoch 2086/5000 148/148 [==============================] - 0s 27us/step - loss: 5037.3140 - mean_absolute_error: 50.7350 - val_loss: 9565.8466 - val_mean_absolute_error: 65.3608 Epoch 2087/5000 148/148 [==============================] - 0s 27us/step - loss: 5036.2661 - mean_absolute_error: 50.7297 - val_loss: 9564.8682 - val_mean_absolute_error: 65.3572 Epoch 2088/5000 148/148 [==============================] - 0s 27us/step - loss: 5035.2339 - mean_absolute_error: 50.7246 - val_loss: 9563.8509 - val_mean_absolute_error: 65.3536 Epoch 2089/5000 148/148 [==============================] - 0s 20us/step - loss: 5034.1929 - mean_absolute_error: 50.7193 - val_loss: 9562.7546 - val_mean_absolute_error: 65.3498 Epoch 2090/5000 148/148 [==============================] - 0s 34us/step - loss: 5033.1499 - mean_absolute_error: 50.7141 - val_loss: 9561.6033 - val_mean_absolute_error: 65.3456 Epoch 2091/5000 148/148 [==============================] - 0s 27us/step - loss: 5032.1187 - mean_absolute_error: 50.7090 - val_loss: 9560.5384 - val_mean_absolute_error: 65.3414 Epoch 2092/5000 148/148 [==============================] - 0s 27us/step - loss: 5031.0864 - mean_absolute_error: 50.7036 - val_loss: 9559.5333 - val_mean_absolute_error: 65.3374 Epoch 2093/5000 148/148 [==============================] - 0s 20us/step - loss: 5030.0625 - mean_absolute_error: 50.6981 - val_loss: 9558.5146 - val_mean_absolute_error: 65.3337 Epoch 2094/5000 148/148 [==============================] - 0s 20us/step - loss: 5029.0386 - mean_absolute_error: 50.6930 - val_loss: 9557.4500 - val_mean_absolute_error: 65.3300 Epoch 2095/5000 148/148 [==============================] - 0s 27us/step - loss: 5028.0225 - mean_absolute_error: 50.6881 - val_loss: 9556.3732 - val_mean_absolute_error: 65.3261 Epoch 2096/5000 148/148 [==============================] - 0s 34us/step - loss: 5027.0195 - mean_absolute_error: 50.6832 - val_loss: 9555.3542 - val_mean_absolute_error: 65.3221 Epoch 2097/5000 148/148 [==============================] - 0s 27us/step - loss: 5026.0034 - mean_absolute_error: 50.6783 - val_loss: 9554.3825 - val_mean_absolute_error: 65.3182 Epoch 2098/5000 148/148 [==============================] - 0s 34us/step - loss: 5024.9917 - mean_absolute_error: 50.6732 - val_loss: 9553.4411 - val_mean_absolute_error: 65.3143 Epoch 2099/5000 148/148 [==============================] - 0s 20us/step - loss: 5023.9873 - mean_absolute_error: 50.6682 - val_loss: 9552.4531 - val_mean_absolute_error: 65.3106 Epoch 2100/5000 148/148 [==============================] - 0s 27us/step - loss: 5022.9648 - mean_absolute_error: 50.6635 - val_loss: 9551.3945 - val_mean_absolute_error: 65.3066 Epoch 2101/5000 148/148 [==============================] - 0s 27us/step - loss: 5021.9663 - mean_absolute_error: 50.6588 - val_loss: 9550.3828 - val_mean_absolute_error: 65.3029 Epoch 2102/5000 148/148 [==============================] - 0s 27us/step - loss: 5020.9536 - mean_absolute_error: 50.6537 - val_loss: 9549.3224 - val_mean_absolute_error: 65.2990 Epoch 2103/5000 148/148 [==============================] - 0s 20us/step - loss: 5019.9629 - mean_absolute_error: 50.6488 - val_loss: 9548.2370 - val_mean_absolute_error: 65.2948 Epoch 2104/5000 148/148 [==============================] - 0s 27us/step - loss: 5018.9556 - mean_absolute_error: 50.6439 - val_loss: 9547.1297 - val_mean_absolute_error: 65.2905 Epoch 2105/5000 148/148 [==============================] - 0s 27us/step - loss: 5017.9648 - mean_absolute_error: 50.6390 - val_loss: 9546.1157 - val_mean_absolute_error: 65.2864 Epoch 2106/5000 148/148 [==============================] - 0s 34us/step - loss: 5016.9541 - mean_absolute_error: 50.6339 - val_loss: 9545.1892 - val_mean_absolute_error: 65.2828 Epoch 2107/5000 148/148 [==============================] - 0s 20us/step - loss: 5015.9463 - mean_absolute_error: 50.6287 - val_loss: 9544.2523 - val_mean_absolute_error: 65.2791 Epoch 2108/5000 148/148 [==============================] - 0s 34us/step - loss: 5014.9478 - mean_absolute_error: 50.6235 - val_loss: 9543.2750 - val_mean_absolute_error: 65.2754 Epoch 2109/5000 148/148 [==============================] - 0s 20us/step - loss: 5013.9429 - mean_absolute_error: 50.6185 - val_loss: 9542.2555 - val_mean_absolute_error: 65.2715 Epoch 2110/5000 148/148 [==============================] - 0s 27us/step - loss: 5012.9443 - mean_absolute_error: 50.6134 - val_loss: 9541.1674 - val_mean_absolute_error: 65.2674 Epoch 2111/5000 148/148 [==============================] - 0s 34us/step - loss: 5011.9385 - mean_absolute_error: 50.6083 - val_loss: 9540.0176 - val_mean_absolute_error: 65.2631 Epoch 2112/5000 148/148 [==============================] - 0s 27us/step - loss: 5010.9517 - mean_absolute_error: 50.6035 - val_loss: 9538.9473 - val_mean_absolute_error: 65.2592 Epoch 2113/5000 148/148 [==============================] - 0s 20us/step - loss: 5009.9600 - mean_absolute_error: 50.5986 - val_loss: 9537.9669 - val_mean_absolute_error: 65.2553 Epoch 2114/5000 148/148 [==============================] - 0s 20us/step - loss: 5008.9575 - mean_absolute_error: 50.5933 - val_loss: 9537.0364 - val_mean_absolute_error: 65.2513 Epoch 2115/5000 148/148 [==============================] - 0s 27us/step - loss: 5007.9780 - mean_absolute_error: 50.5881 - val_loss: 9536.1431 - val_mean_absolute_error: 65.2478 Epoch 2116/5000 148/148 [==============================] - 0s 27us/step - loss: 5006.9648 - mean_absolute_error: 50.5829 - val_loss: 9535.1807 - val_mean_absolute_error: 65.2443 Epoch 2117/5000 148/148 [==============================] - 0s 27us/step - loss: 5005.9668 - mean_absolute_error: 50.5780 - val_loss: 9534.1534 - val_mean_absolute_error: 65.2405 Epoch 2118/5000 148/148 [==============================] - 0s 34us/step - loss: 5004.9683 - mean_absolute_error: 50.5732 - val_loss: 9533.0916 - val_mean_absolute_error: 65.2365 Epoch 2119/5000 148/148 [==============================] - 0s 27us/step - loss: 5003.9614 - mean_absolute_error: 50.5682 - val_loss: 9532.1152 - val_mean_absolute_error: 65.2325 Epoch 2120/5000 148/148 [==============================] - 0s 27us/step - loss: 5002.9404 - mean_absolute_error: 50.5627 - val_loss: 9531.1105 - val_mean_absolute_error: 65.2286 Epoch 2121/5000 148/148 [==============================] - 0s 20us/step - loss: 5001.9326 - mean_absolute_error: 50.5574 - val_loss: 9530.0722 - val_mean_absolute_error: 65.2248 Epoch 2122/5000 148/148 [==============================] - 0s 27us/step - loss: 5000.9189 - mean_absolute_error: 50.5522 - val_loss: 9529.0837 - val_mean_absolute_error: 65.2215 Epoch 2123/5000 148/148 [==============================] - 0s 34us/step - loss: 4999.8984 - mean_absolute_error: 50.5469 - val_loss: 9528.1458 - val_mean_absolute_error: 65.2183 Epoch 2124/5000 148/148 [==============================] - 0s 27us/step - loss: 4998.8965 - mean_absolute_error: 50.5415 - val_loss: 9527.1428 - val_mean_absolute_error: 65.2148 Epoch 2125/5000 148/148 [==============================] - 0s 27us/step - loss: 4997.8857 - mean_absolute_error: 50.5360 - val_loss: 9526.0627 - val_mean_absolute_error: 65.2112 Epoch 2126/5000 148/148 [==============================] - 0s 27us/step - loss: 4996.8804 - mean_absolute_error: 50.5309 - val_loss: 9524.9445 - val_mean_absolute_error: 65.2074 Epoch 2127/5000 148/148 [==============================] - 0s 20us/step - loss: 4995.8789 - mean_absolute_error: 50.5259 - val_loss: 9523.8135 - val_mean_absolute_error: 65.2037 Epoch 2128/5000 148/148 [==============================] - 0s 20us/step - loss: 4994.8818 - mean_absolute_error: 50.5209 - val_loss: 9522.7977 - val_mean_absolute_error: 65.2003 Epoch 2129/5000 148/148 [==============================] - 0s 27us/step - loss: 4993.8604 - mean_absolute_error: 50.5155 - val_loss: 9521.8801 - val_mean_absolute_error: 65.1973 Epoch 2130/5000 148/148 [==============================] - 0s 27us/step - loss: 4992.8579 - mean_absolute_error: 50.5101 - val_loss: 9520.9248 - val_mean_absolute_error: 65.1940 Epoch 2131/5000 148/148 [==============================] - 0s 20us/step - loss: 4991.8403 - mean_absolute_error: 50.5048 - val_loss: 9519.9233 - val_mean_absolute_error: 65.1907 Epoch 2132/5000 148/148 [==============================] - 0s 27us/step - loss: 4990.8164 - mean_absolute_error: 50.4995 - val_loss: 9518.8821 - val_mean_absolute_error: 65.1873 Epoch 2133/5000 148/148 [==============================] - 0s 34us/step - loss: 4989.7891 - mean_absolute_error: 50.4944 - val_loss: 9517.9004 - val_mean_absolute_error: 65.1840 Epoch 2134/5000 148/148 [==============================] - 0s 20us/step - loss: 4988.7578 - mean_absolute_error: 50.4891 - val_loss: 9516.9395 - val_mean_absolute_error: 65.1808 Epoch 2135/5000 148/148 [==============================] - 0s 27us/step - loss: 4987.7266 - mean_absolute_error: 50.4838 - val_loss: 9516.0120 - val_mean_absolute_error: 65.1775 Epoch 2136/5000 148/148 [==============================] - 0s 27us/step - loss: 4986.6963 - mean_absolute_error: 50.4783 - val_loss: 9515.0174 - val_mean_absolute_error: 65.1740 Epoch 2137/5000 148/148 [==============================] - 0s 27us/step - loss: 4985.6646 - mean_absolute_error: 50.4731 - val_loss: 9513.9371 - val_mean_absolute_error: 65.1704 Epoch 2138/5000 148/148 [==============================] - 0s 41us/step - loss: 4984.6211 - mean_absolute_error: 50.4678 - val_loss: 9512.7845 - val_mean_absolute_error: 65.1667 Epoch 2139/5000 148/148 [==============================] - 0s 27us/step - loss: 4983.5703 - mean_absolute_error: 50.4626 - val_loss: 9511.6892 - val_mean_absolute_error: 65.1633 Epoch 2140/5000 148/148 [==============================] - 0s 34us/step - loss: 4982.5439 - mean_absolute_error: 50.4571 - val_loss: 9510.5672 - val_mean_absolute_error: 65.1598 Epoch 2141/5000 148/148 [==============================] - 0s 27us/step - loss: 4981.5254 - mean_absolute_error: 50.4518 - val_loss: 9509.4407 - val_mean_absolute_error: 65.1563 Epoch 2142/5000 148/148 [==============================] - 0s 20us/step - loss: 4980.4893 - mean_absolute_error: 50.4465 - val_loss: 9508.4007 - val_mean_absolute_error: 65.1528 Epoch 2143/5000 148/148 [==============================] - 0s 27us/step - loss: 4979.4468 - mean_absolute_error: 50.4409 - val_loss: 9507.4645 - val_mean_absolute_error: 65.1496 Epoch 2144/5000 148/148 [==============================] - 0s 27us/step - loss: 4978.4048 - mean_absolute_error: 50.4353 - val_loss: 9506.5063 - val_mean_absolute_error: 65.1466 Epoch 2145/5000 148/148 [==============================] - 0s 27us/step - loss: 4977.3647 - mean_absolute_error: 50.4299 - val_loss: 9505.5091 - val_mean_absolute_error: 65.1436 Epoch 2146/5000 148/148 [==============================] - 0s 20us/step - loss: 4976.3218 - mean_absolute_error: 50.4249 - val_loss: 9504.4805 - val_mean_absolute_error: 65.1406 Epoch 2147/5000 148/148 [==============================] - 0s 27us/step - loss: 4975.2705 - mean_absolute_error: 50.4198 - val_loss: 9503.4329 - val_mean_absolute_error: 65.1373 Epoch 2148/5000 148/148 [==============================] - 0s 34us/step - loss: 4974.2544 - mean_absolute_error: 50.4148 - val_loss: 9502.4147 - val_mean_absolute_error: 65.1338 Epoch 2149/5000 148/148 [==============================] - 0s 27us/step - loss: 4973.2173 - mean_absolute_error: 50.4094 - val_loss: 9501.4311 - val_mean_absolute_error: 65.1303 Epoch 2150/5000 148/148 [==============================] - 0s 20us/step - loss: 4972.1724 - mean_absolute_error: 50.4037 - val_loss: 9500.4538 - val_mean_absolute_error: 65.1269 Epoch 2151/5000 148/148 [==============================] - 0s 34us/step - loss: 4971.1392 - mean_absolute_error: 50.3978 - val_loss: 9499.4050 - val_mean_absolute_error: 65.1235 Epoch 2152/5000 148/148 [==============================] - 0s 34us/step - loss: 4970.1055 - mean_absolute_error: 50.3922 - val_loss: 9498.2867 - val_mean_absolute_error: 65.1201 Epoch 2153/5000 148/148 [==============================] - 0s 27us/step - loss: 4969.0645 - mean_absolute_error: 50.3867 - val_loss: 9497.1444 - val_mean_absolute_error: 65.1167 Epoch 2154/5000 148/148 [==============================] - 0s 27us/step - loss: 4968.0225 - mean_absolute_error: 50.3815 - val_loss: 9495.9808 - val_mean_absolute_error: 65.1133 Epoch 2155/5000 148/148 [==============================] - 0s 27us/step - loss: 4966.9849 - mean_absolute_error: 50.3763 - val_loss: 9494.8916 - val_mean_absolute_error: 65.1101 Epoch 2156/5000 148/148 [==============================] - 0s 20us/step - loss: 4965.9409 - mean_absolute_error: 50.3709 - val_loss: 9493.8533 - val_mean_absolute_error: 65.1070 Epoch 2157/5000 148/148 [==============================] - 0s 27us/step - loss: 4964.8916 - mean_absolute_error: 50.3655 - val_loss: 9492.8795 - val_mean_absolute_error: 65.1038 Epoch 2158/5000 148/148 [==============================] - 0s 27us/step - loss: 4963.8584 - mean_absolute_error: 50.3598 - val_loss: 9491.8871 - val_mean_absolute_error: 65.1005 Epoch 2159/5000 148/148 [==============================] - 0s 27us/step - loss: 4962.8159 - mean_absolute_error: 50.3544 - val_loss: 9490.8416 - val_mean_absolute_error: 65.0971 Epoch 2160/5000 148/148 [==============================] - 0s 20us/step - loss: 4961.7646 - mean_absolute_error: 50.3491 - val_loss: 9489.7344 - val_mean_absolute_error: 65.0933 Epoch 2161/5000 148/148 [==============================] - 0s 34us/step - loss: 4960.7319 - mean_absolute_error: 50.3438 - val_loss: 9488.6737 - val_mean_absolute_error: 65.0898 Epoch 2162/5000 148/148 [==============================] - 0s 20us/step - loss: 4959.6929 - mean_absolute_error: 50.3384 - val_loss: 9487.6857 - val_mean_absolute_error: 65.0865 Epoch 2163/5000 148/148 [==============================] - 0s 27us/step - loss: 4958.6670 - mean_absolute_error: 50.3329 - val_loss: 9486.6877 - val_mean_absolute_error: 65.0831 Epoch 2164/5000 148/148 [==============================] - 0s 34us/step - loss: 4957.6353 - mean_absolute_error: 50.3275 - val_loss: 9485.6566 - val_mean_absolute_error: 65.0799 Epoch 2165/5000 148/148 [==============================] - 0s 34us/step - loss: 4956.5923 - mean_absolute_error: 50.3221 - val_loss: 9484.6171 - val_mean_absolute_error: 65.0765 Epoch 2166/5000 148/148 [==============================] - 0s 27us/step - loss: 4955.5571 - mean_absolute_error: 50.3168 - val_loss: 9483.4864 - val_mean_absolute_error: 65.0730 Epoch 2167/5000 148/148 [==============================] - 0s 27us/step - loss: 4954.5483 - mean_absolute_error: 50.3116 - val_loss: 9482.4015 - val_mean_absolute_error: 65.0695 Epoch 2168/5000 148/148 [==============================] - 0s 20us/step - loss: 4953.4951 - mean_absolute_error: 50.3059 - val_loss: 9481.3607 - val_mean_absolute_error: 65.0662 Epoch 2169/5000 148/148 [==============================] - 0s 27us/step - loss: 4952.4492 - mean_absolute_error: 50.3001 - val_loss: 9480.2566 - val_mean_absolute_error: 65.0625 Epoch 2170/5000 148/148 [==============================] - 0s 27us/step - loss: 4951.4170 - mean_absolute_error: 50.2945 - val_loss: 9479.1214 - val_mean_absolute_error: 65.0587 Epoch 2171/5000 148/148 [==============================] - 0s 34us/step - loss: 4950.3809 - mean_absolute_error: 50.2891 - val_loss: 9478.0770 - val_mean_absolute_error: 65.0554 Epoch 2172/5000 148/148 [==============================] - 0s 34us/step - loss: 4949.3403 - mean_absolute_error: 50.2836 - val_loss: 9477.1039 - val_mean_absolute_error: 65.0524 Epoch 2173/5000 148/148 [==============================] - 0s 20us/step - loss: 4948.2983 - mean_absolute_error: 50.2780 - val_loss: 9476.0747 - val_mean_absolute_error: 65.0491 Epoch 2174/5000 148/148 [==============================] - 0s 27us/step - loss: 4947.2617 - mean_absolute_error: 50.2726 - val_loss: 9474.9965 - val_mean_absolute_error: 65.0455 Epoch 2175/5000 148/148 [==============================] - 0s 34us/step - loss: 4946.2295 - mean_absolute_error: 50.2673 - val_loss: 9473.9533 - val_mean_absolute_error: 65.0421 Epoch 2176/5000 148/148 [==============================] - 0s 27us/step - loss: 4945.1987 - mean_absolute_error: 50.2617 - val_loss: 9472.8795 - val_mean_absolute_error: 65.0387 Epoch 2177/5000 148/148 [==============================] - 0s 27us/step - loss: 4944.1772 - mean_absolute_error: 50.2562 - val_loss: 9471.8060 - val_mean_absolute_error: 65.0352 Epoch 2178/5000 148/148 [==============================] - 0s 34us/step - loss: 4943.1387 - mean_absolute_error: 50.2506 - val_loss: 9470.7296 - val_mean_absolute_error: 65.0317 Epoch 2179/5000 148/148 [==============================] - 0s 27us/step - loss: 4942.1089 - mean_absolute_error: 50.2452 - val_loss: 9469.7197 - val_mean_absolute_error: 65.0285 Epoch 2180/5000 148/148 [==============================] - 0s 20us/step - loss: 4941.0762 - mean_absolute_error: 50.2397 - val_loss: 9468.7519 - val_mean_absolute_error: 65.0255 Epoch 2181/5000 148/148 [==============================] - 0s 34us/step - loss: 4940.0361 - mean_absolute_error: 50.2342 - val_loss: 9467.7904 - val_mean_absolute_error: 65.0224 Epoch 2182/5000 148/148 [==============================] - 0s 27us/step - loss: 4939.0078 - mean_absolute_error: 50.2285 - val_loss: 9466.7635 - val_mean_absolute_error: 65.0190 Epoch 2183/5000 148/148 [==============================] - 0s 27us/step - loss: 4937.9893 - mean_absolute_error: 50.2230 - val_loss: 9465.6658 - val_mean_absolute_error: 65.0153 Epoch 2184/5000 148/148 [==============================] - 0s 27us/step - loss: 4936.9546 - mean_absolute_error: 50.2176 - val_loss: 9464.5379 - val_mean_absolute_error: 65.0117 Epoch 2185/5000 148/148 [==============================] - 0s 27us/step - loss: 4935.9058 - mean_absolute_error: 50.2124 - val_loss: 9463.4766 - val_mean_absolute_error: 65.0084 Epoch 2186/5000 148/148 [==============================] - 0s 27us/step - loss: 4934.8984 - mean_absolute_error: 50.2072 - val_loss: 9462.4919 - val_mean_absolute_error: 65.0049 Epoch 2187/5000 148/148 [==============================] - 0s 34us/step - loss: 4933.8618 - mean_absolute_error: 50.2014 - val_loss: 9461.4720 - val_mean_absolute_error: 65.0012 Epoch 2188/5000 148/148 [==============================] - 0s 20us/step - loss: 4932.8550 - mean_absolute_error: 50.1956 - val_loss: 9460.4447 - val_mean_absolute_error: 64.9978 Epoch 2189/5000 148/148 [==============================] - 0s 20us/step - loss: 4931.8330 - mean_absolute_error: 50.1900 - val_loss: 9459.3943 - val_mean_absolute_error: 64.9944 Epoch 2190/5000 148/148 [==============================] - 0s 20us/step - loss: 4930.8105 - mean_absolute_error: 50.1846 - val_loss: 9458.2888 - val_mean_absolute_error: 64.9911 Epoch 2191/5000 148/148 [==============================] - 0s 27us/step - loss: 4929.7827 - mean_absolute_error: 50.1795 - val_loss: 9457.2232 - val_mean_absolute_error: 64.9876 Epoch 2192/5000 148/148 [==============================] - 0s 27us/step - loss: 4928.7720 - mean_absolute_error: 50.1742 - val_loss: 9456.2078 - val_mean_absolute_error: 64.9841 Epoch 2193/5000 148/148 [==============================] - 0s 27us/step - loss: 4927.7588 - mean_absolute_error: 50.1687 - val_loss: 9455.2392 - val_mean_absolute_error: 64.9808 Epoch 2194/5000 148/148 [==============================] - 0s 20us/step - loss: 4926.7510 - mean_absolute_error: 50.1630 - val_loss: 9454.2497 - val_mean_absolute_error: 64.9776 Epoch 2195/5000 148/148 [==============================] - 0s 34us/step - loss: 4925.7422 - mean_absolute_error: 50.1576 - val_loss: 9453.2430 - val_mean_absolute_error: 64.9742 Epoch 2196/5000 148/148 [==============================] - 0s 27us/step - loss: 4924.7305 - mean_absolute_error: 50.1523 - val_loss: 9452.1993 - val_mean_absolute_error: 64.9708 Epoch 2197/5000 148/148 [==============================] - 0s 27us/step - loss: 4923.7036 - mean_absolute_error: 50.1471 - val_loss: 9451.1792 - val_mean_absolute_error: 64.9674 Epoch 2198/5000 148/148 [==============================] - 0s 27us/step - loss: 4922.6934 - mean_absolute_error: 50.1417 - val_loss: 9450.1439 - val_mean_absolute_error: 64.9642 Epoch 2199/5000 148/148 [==============================] - 0s 20us/step - loss: 4921.6968 - mean_absolute_error: 50.1365 - val_loss: 9449.1713 - val_mean_absolute_error: 64.9609 Epoch 2200/5000 148/148 [==============================] - 0s 34us/step - loss: 4920.6802 - mean_absolute_error: 50.1310 - val_loss: 9448.2359 - val_mean_absolute_error: 64.9577 Epoch 2201/5000 148/148 [==============================] - 0s 27us/step - loss: 4919.6855 - mean_absolute_error: 50.1253 - val_loss: 9447.2356 - val_mean_absolute_error: 64.9541 Epoch 2202/5000 148/148 [==============================] - 0s 20us/step - loss: 4918.6831 - mean_absolute_error: 50.1197 - val_loss: 9446.1681 - val_mean_absolute_error: 64.9505 Epoch 2203/5000 148/148 [==============================] - 0s 27us/step - loss: 4917.6748 - mean_absolute_error: 50.1144 - val_loss: 9445.0966 - val_mean_absolute_error: 64.9468 Epoch 2204/5000 148/148 [==============================] - 0s 20us/step - loss: 4916.6724 - mean_absolute_error: 50.1091 - val_loss: 9444.0220 - val_mean_absolute_error: 64.9434 Epoch 2205/5000 148/148 [==============================] - 0s 27us/step - loss: 4915.6670 - mean_absolute_error: 50.1041 - val_loss: 9443.0300 - val_mean_absolute_error: 64.9403 Epoch 2206/5000 148/148 [==============================] - 0s 20us/step - loss: 4914.6611 - mean_absolute_error: 50.0988 - val_loss: 9442.0995 - val_mean_absolute_error: 64.9371 Epoch 2207/5000 148/148 [==============================] - 0s 27us/step - loss: 4913.6455 - mean_absolute_error: 50.0931 - val_loss: 9441.1054 - val_mean_absolute_error: 64.9335 Epoch 2208/5000 148/148 [==============================] - 0s 34us/step - loss: 4912.6489 - mean_absolute_error: 50.0877 - val_loss: 9440.0242 - val_mean_absolute_error: 64.9298 Epoch 2209/5000 148/148 [==============================] - 0s 27us/step - loss: 4911.6455 - mean_absolute_error: 50.0824 - val_loss: 9438.9934 - val_mean_absolute_error: 64.9261 Epoch 2210/5000 148/148 [==============================] - 0s 27us/step - loss: 4910.6289 - mean_absolute_error: 50.0769 - val_loss: 9438.0204 - val_mean_absolute_error: 64.9227 Epoch 2211/5000 148/148 [==============================] - 0s 27us/step - loss: 4909.6455 - mean_absolute_error: 50.0714 - val_loss: 9437.0049 - val_mean_absolute_error: 64.9192 Epoch 2212/5000 148/148 [==============================] - 0s 27us/step - loss: 4908.6436 - mean_absolute_error: 50.0660 - val_loss: 9435.9479 - val_mean_absolute_error: 64.9155 Epoch 2213/5000 148/148 [==============================] - 0s 27us/step - loss: 4907.6235 - mean_absolute_error: 50.0608 - val_loss: 9434.8315 - val_mean_absolute_error: 64.9118 Epoch 2214/5000 148/148 [==============================] - 0s 27us/step - loss: 4906.6523 - mean_absolute_error: 50.0559 - val_loss: 9433.7980 - val_mean_absolute_error: 64.9084 Epoch 2215/5000 148/148 [==============================] - 0s 27us/step - loss: 4905.6494 - mean_absolute_error: 50.0506 - val_loss: 9432.8638 - val_mean_absolute_error: 64.9053 Epoch 2216/5000 148/148 [==============================] - 0s 27us/step - loss: 4904.6436 - mean_absolute_error: 50.0450 - val_loss: 9431.9843 - val_mean_absolute_error: 64.9021 Epoch 2217/5000 148/148 [==============================] - 0s 20us/step - loss: 4903.6421 - mean_absolute_error: 50.0392 - val_loss: 9431.0382 - val_mean_absolute_error: 64.8987 Epoch 2218/5000 148/148 [==============================] - 0s 20us/step - loss: 4902.6426 - mean_absolute_error: 50.0336 - val_loss: 9430.0778 - val_mean_absolute_error: 64.8953 Epoch 2219/5000 148/148 [==============================] - 0s 27us/step - loss: 4901.6494 - mean_absolute_error: 50.0282 - val_loss: 9429.0523 - val_mean_absolute_error: 64.8917 Epoch 2220/5000 148/148 [==============================] - 0s 27us/step - loss: 4900.6470 - mean_absolute_error: 50.0230 - val_loss: 9427.9719 - val_mean_absolute_error: 64.8882 Epoch 2221/5000 148/148 [==============================] - 0s 27us/step - loss: 4899.6299 - mean_absolute_error: 50.0182 - val_loss: 9426.8645 - val_mean_absolute_error: 64.8848 Epoch 2222/5000 148/148 [==============================] - 0s 34us/step - loss: 4898.6558 - mean_absolute_error: 50.0133 - val_loss: 9425.8309 - val_mean_absolute_error: 64.8812 Epoch 2223/5000 148/148 [==============================] - 0s 20us/step - loss: 4897.6582 - mean_absolute_error: 50.0080 - val_loss: 9424.8565 - val_mean_absolute_error: 64.8777 Epoch 2224/5000 148/148 [==============================] - 0s 27us/step - loss: 4896.6562 - mean_absolute_error: 50.0024 - val_loss: 9423.9179 - val_mean_absolute_error: 64.8745 Epoch 2225/5000 148/148 [==============================] - 0s 27us/step - loss: 4895.6646 - mean_absolute_error: 49.9970 - val_loss: 9422.9409 - val_mean_absolute_error: 64.8711 Epoch 2226/5000 148/148 [==============================] - 0s 27us/step - loss: 4894.6738 - mean_absolute_error: 49.9920 - val_loss: 9421.9108 - val_mean_absolute_error: 64.8675 Epoch 2227/5000 148/148 [==============================] - 0s 20us/step - loss: 4893.6724 - mean_absolute_error: 49.9870 - val_loss: 9420.8539 - val_mean_absolute_error: 64.8638 Epoch 2228/5000 148/148 [==============================] - 0s 27us/step - loss: 4892.6943 - mean_absolute_error: 49.9823 - val_loss: 9419.8579 - val_mean_absolute_error: 64.8603 Epoch 2229/5000 148/148 [==============================] - 0s 34us/step - loss: 4891.7065 - mean_absolute_error: 49.9774 - val_loss: 9418.9184 - val_mean_absolute_error: 64.8570 Epoch 2230/5000 148/148 [==============================] - 0s 27us/step - loss: 4890.7139 - mean_absolute_error: 49.9723 - val_loss: 9418.0185 - val_mean_absolute_error: 64.8536 Epoch 2231/5000 148/148 [==============================] - 0s 34us/step - loss: 4889.7192 - mean_absolute_error: 49.9669 - val_loss: 9417.0343 - val_mean_absolute_error: 64.8499 Epoch 2232/5000 148/148 [==============================] - 0s 20us/step - loss: 4888.7402 - mean_absolute_error: 49.9615 - val_loss: 9415.9920 - val_mean_absolute_error: 64.8462 Epoch 2233/5000 148/148 [==============================] - 0s 27us/step - loss: 4887.7607 - mean_absolute_error: 49.9566 - val_loss: 9414.8959 - val_mean_absolute_error: 64.8422 Epoch 2234/5000 148/148 [==============================] - 0s 20us/step - loss: 4886.7729 - mean_absolute_error: 49.9517 - val_loss: 9413.8154 - val_mean_absolute_error: 64.8384 Epoch 2235/5000 148/148 [==============================] - 0s 34us/step - loss: 4885.7832 - mean_absolute_error: 49.9470 - val_loss: 9412.7358 - val_mean_absolute_error: 64.8345 Epoch 2236/5000 148/148 [==============================] - 0s 27us/step - loss: 4884.8208 - mean_absolute_error: 49.9424 - val_loss: 9411.7217 - val_mean_absolute_error: 64.8309 Epoch 2237/5000 148/148 [==============================] - 0s 27us/step - loss: 4883.8535 - mean_absolute_error: 49.9376 - val_loss: 9410.7694 - val_mean_absolute_error: 64.8274 Epoch 2238/5000 148/148 [==============================] - 0s 27us/step - loss: 4882.8618 - mean_absolute_error: 49.9324 - val_loss: 9409.8568 - val_mean_absolute_error: 64.8241 Epoch 2239/5000 148/148 [==============================] - 0s 27us/step - loss: 4881.8535 - mean_absolute_error: 49.9268 - val_loss: 9408.9609 - val_mean_absolute_error: 64.8209 Epoch 2240/5000 148/148 [==============================] - 0s 20us/step - loss: 4880.8979 - mean_absolute_error: 49.9214 - val_loss: 9408.0112 - val_mean_absolute_error: 64.8174 Epoch 2241/5000 148/148 [==============================] - 0s 27us/step - loss: 4879.9268 - mean_absolute_error: 49.9162 - val_loss: 9407.0140 - val_mean_absolute_error: 64.8138 Epoch 2242/5000 148/148 [==============================] - 0s 34us/step - loss: 4878.9536 - mean_absolute_error: 49.9111 - val_loss: 9405.9756 - val_mean_absolute_error: 64.8101 Epoch 2243/5000 148/148 [==============================] - 0s 20us/step - loss: 4877.9644 - mean_absolute_error: 49.9063 - val_loss: 9404.9090 - val_mean_absolute_error: 64.8065 Epoch 2244/5000 148/148 [==============================] - 0s 27us/step - loss: 4876.9800 - mean_absolute_error: 49.9018 - val_loss: 9403.8335 - val_mean_absolute_error: 64.8026 Epoch 2245/5000 148/148 [==============================] - 0s 41us/step - loss: 4876.0078 - mean_absolute_error: 49.8971 - val_loss: 9402.8312 - val_mean_absolute_error: 64.7990 Epoch 2246/5000 148/148 [==============================] - 0s 27us/step - loss: 4875.0410 - mean_absolute_error: 49.8924 - val_loss: 9401.8874 - val_mean_absolute_error: 64.7956 Epoch 2247/5000 148/148 [==============================] - 0s 27us/step - loss: 4874.0576 - mean_absolute_error: 49.8873 - val_loss: 9401.0120 - val_mean_absolute_error: 64.7921 Epoch 2248/5000 148/148 [==============================] - 0s 27us/step - loss: 4873.0728 - mean_absolute_error: 49.8818 - val_loss: 9400.0914 - val_mean_absolute_error: 64.7887 Epoch 2249/5000 148/148 [==============================] - 0s 34us/step - loss: 4872.1045 - mean_absolute_error: 49.8765 - val_loss: 9399.0873 - val_mean_absolute_error: 64.7851 Epoch 2250/5000 148/148 [==============================] - 0s 27us/step - loss: 4871.1265 - mean_absolute_error: 49.8714 - val_loss: 9398.0268 - val_mean_absolute_error: 64.7812 Epoch 2251/5000 148/148 [==============================] - 0s 27us/step - loss: 4870.1514 - mean_absolute_error: 49.8666 - val_loss: 9396.8833 - val_mean_absolute_error: 64.7772 Epoch 2252/5000 148/148 [==============================] - 0s 20us/step - loss: 4869.1899 - mean_absolute_error: 49.8620 - val_loss: 9395.8360 - val_mean_absolute_error: 64.7734 Epoch 2253/5000 148/148 [==============================] - 0s 27us/step - loss: 4868.2202 - mean_absolute_error: 49.8573 - val_loss: 9394.8672 - val_mean_absolute_error: 64.7698 Epoch 2254/5000 148/148 [==============================] - 0s 20us/step - loss: 4867.2476 - mean_absolute_error: 49.8523 - val_loss: 9393.9779 - val_mean_absolute_error: 64.7661 Epoch 2255/5000 148/148 [==============================] - 0s 27us/step - loss: 4866.2788 - mean_absolute_error: 49.8468 - val_loss: 9393.0350 - val_mean_absolute_error: 64.7622 Epoch 2256/5000 148/148 [==============================] - 0s 20us/step - loss: 4865.3179 - mean_absolute_error: 49.8416 - val_loss: 9392.0147 - val_mean_absolute_error: 64.7582 Epoch 2257/5000 148/148 [==============================] - 0s 34us/step - loss: 4864.3467 - mean_absolute_error: 49.8367 - val_loss: 9390.9250 - val_mean_absolute_error: 64.7541 Epoch 2258/5000 148/148 [==============================] - 0s 34us/step - loss: 4863.3770 - mean_absolute_error: 49.8320 - val_loss: 9389.9008 - val_mean_absolute_error: 64.7502 Epoch 2259/5000 148/148 [==============================] - 0s 27us/step - loss: 4862.4072 - mean_absolute_error: 49.8271 - val_loss: 9388.9418 - val_mean_absolute_error: 64.7466 Epoch 2260/5000 148/148 [==============================] - 0s 20us/step - loss: 4861.4170 - mean_absolute_error: 49.8221 - val_loss: 9388.0433 - val_mean_absolute_error: 64.7432 Epoch 2261/5000 148/148 [==============================] - 0s 27us/step - loss: 4860.4766 - mean_absolute_error: 49.8171 - val_loss: 9387.1011 - val_mean_absolute_error: 64.7395 Epoch 2262/5000 148/148 [==============================] - 0s 27us/step - loss: 4859.5293 - mean_absolute_error: 49.8121 - val_loss: 9386.0983 - val_mean_absolute_error: 64.7357 Epoch 2263/5000 148/148 [==============================] - 0s 20us/step - loss: 4858.5508 - mean_absolute_error: 49.8074 - val_loss: 9385.0319 - val_mean_absolute_error: 64.7316 Epoch 2264/5000 148/148 [==============================] - 0s 34us/step - loss: 4857.5835 - mean_absolute_error: 49.8029 - val_loss: 9383.9444 - val_mean_absolute_error: 64.7275 Epoch 2265/5000 148/148 [==============================] - 0s 20us/step - loss: 4856.6401 - mean_absolute_error: 49.7984 - val_loss: 9382.9486 - val_mean_absolute_error: 64.7235 Epoch 2266/5000 148/148 [==============================] - 0s 34us/step - loss: 4855.6753 - mean_absolute_error: 49.7935 - val_loss: 9382.0344 - val_mean_absolute_error: 64.7196 Epoch 2267/5000 148/148 [==============================] - 0s 34us/step - loss: 4854.6826 - mean_absolute_error: 49.7881 - val_loss: 9381.0867 - val_mean_absolute_error: 64.7158 Epoch 2268/5000 148/148 [==============================] - 0s 27us/step - loss: 4853.7344 - mean_absolute_error: 49.7830 - val_loss: 9380.0845 - val_mean_absolute_error: 64.7119 Epoch 2269/5000 148/148 [==============================] - 0s 20us/step - loss: 4852.7739 - mean_absolute_error: 49.7780 - val_loss: 9379.0455 - val_mean_absolute_error: 64.7080 Epoch 2270/5000 148/148 [==============================] - 0s 34us/step - loss: 4851.8130 - mean_absolute_error: 49.7732 - val_loss: 9378.0586 - val_mean_absolute_error: 64.7043 Epoch 2271/5000 148/148 [==============================] - 0s 20us/step - loss: 4850.8662 - mean_absolute_error: 49.7684 - val_loss: 9377.1214 - val_mean_absolute_error: 64.7005 Epoch 2272/5000 148/148 [==============================] - 0s 27us/step - loss: 4849.9194 - mean_absolute_error: 49.7634 - val_loss: 9376.1608 - val_mean_absolute_error: 64.6967 Epoch 2273/5000 148/148 [==============================] - 0s 27us/step - loss: 4848.9580 - mean_absolute_error: 49.7587 - val_loss: 9375.2523 - val_mean_absolute_error: 64.6930 Epoch 2274/5000 148/148 [==============================] - 0s 27us/step - loss: 4847.9990 - mean_absolute_error: 49.7538 - val_loss: 9374.2743 - val_mean_absolute_error: 64.6891 Epoch 2275/5000 148/148 [==============================] - 0s 27us/step - loss: 4847.0425 - mean_absolute_error: 49.7490 - val_loss: 9373.3286 - val_mean_absolute_error: 64.6855 Epoch 2276/5000 148/148 [==============================] - 0s 27us/step - loss: 4846.0815 - mean_absolute_error: 49.7442 - val_loss: 9372.3380 - val_mean_absolute_error: 64.6817 Epoch 2277/5000 148/148 [==============================] - 0s 27us/step - loss: 4845.1421 - mean_absolute_error: 49.7396 - val_loss: 9371.4202 - val_mean_absolute_error: 64.6778 Epoch 2278/5000 148/148 [==============================] - 0s 20us/step - loss: 4844.1958 - mean_absolute_error: 49.7348 - val_loss: 9370.5400 - val_mean_absolute_error: 64.6739 Epoch 2279/5000 148/148 [==============================] - 0s 34us/step - loss: 4843.2534 - mean_absolute_error: 49.7298 - val_loss: 9369.5986 - val_mean_absolute_error: 64.6701 Epoch 2280/5000 148/148 [==============================] - 0s 27us/step - loss: 4842.3076 - mean_absolute_error: 49.7250 - val_loss: 9368.6237 - val_mean_absolute_error: 64.6664 Epoch 2281/5000 148/148 [==============================] - 0s 34us/step - loss: 4841.3501 - mean_absolute_error: 49.7203 - val_loss: 9367.6078 - val_mean_absolute_error: 64.6626 Epoch 2282/5000 148/148 [==============================] - 0s 34us/step - loss: 4840.3921 - mean_absolute_error: 49.7158 - val_loss: 9366.5664 - val_mean_absolute_error: 64.6585 Epoch 2283/5000 148/148 [==============================] - 0s 20us/step - loss: 4839.4404 - mean_absolute_error: 49.7111 - val_loss: 9365.5088 - val_mean_absolute_error: 64.6543 Epoch 2284/5000 148/148 [==============================] - 0s 34us/step - loss: 4838.4814 - mean_absolute_error: 49.7063 - val_loss: 9364.5591 - val_mean_absolute_error: 64.6504 Epoch 2285/5000 148/148 [==============================] - 0s 27us/step - loss: 4837.5430 - mean_absolute_error: 49.7016 - val_loss: 9363.6536 - val_mean_absolute_error: 64.6466 Epoch 2286/5000 148/148 [==============================] - 0s 27us/step - loss: 4836.6016 - mean_absolute_error: 49.6967 - val_loss: 9362.6622 - val_mean_absolute_error: 64.6426 Epoch 2287/5000 148/148 [==============================] - 0s 34us/step - loss: 4835.6553 - mean_absolute_error: 49.6921 - val_loss: 9361.6036 - val_mean_absolute_error: 64.6386 Epoch 2288/5000 148/148 [==============================] - 0s 27us/step - loss: 4834.7104 - mean_absolute_error: 49.6877 - val_loss: 9360.6149 - val_mean_absolute_error: 64.6347 Epoch 2289/5000 148/148 [==============================] - 0s 27us/step - loss: 4833.7607 - mean_absolute_error: 49.6832 - val_loss: 9359.6811 - val_mean_absolute_error: 64.6309 Epoch 2290/5000 148/148 [==============================] - 0s 27us/step - loss: 4832.8208 - mean_absolute_error: 49.6785 - val_loss: 9358.7821 - val_mean_absolute_error: 64.6272 Epoch 2291/5000 148/148 [==============================] - 0s 20us/step - loss: 4831.8726 - mean_absolute_error: 49.6737 - val_loss: 9357.8891 - val_mean_absolute_error: 64.6233 Epoch 2292/5000 148/148 [==============================] - 0s 34us/step - loss: 4830.9292 - mean_absolute_error: 49.6687 - val_loss: 9356.9433 - val_mean_absolute_error: 64.6193 Epoch 2293/5000 148/148 [==============================] - 0s 27us/step - loss: 4829.9937 - mean_absolute_error: 49.6638 - val_loss: 9355.9654 - val_mean_absolute_error: 64.6153 Epoch 2294/5000 148/148 [==============================] - 0s 27us/step - loss: 4829.0596 - mean_absolute_error: 49.6592 - val_loss: 9354.9609 - val_mean_absolute_error: 64.6115 Epoch 2295/5000 148/148 [==============================] - 0s 20us/step - loss: 4828.1079 - mean_absolute_error: 49.6547 - val_loss: 9353.9534 - val_mean_absolute_error: 64.6076 Epoch 2296/5000 148/148 [==============================] - 0s 27us/step - loss: 4827.1670 - mean_absolute_error: 49.6504 - val_loss: 9352.9330 - val_mean_absolute_error: 64.6035 Epoch 2297/5000 148/148 [==============================] - 0s 27us/step - loss: 4826.2383 - mean_absolute_error: 49.6458 - val_loss: 9351.9686 - val_mean_absolute_error: 64.5996 Epoch 2298/5000 148/148 [==============================] - 0s 27us/step - loss: 4825.2979 - mean_absolute_error: 49.6410 - val_loss: 9351.0322 - val_mean_absolute_error: 64.5958 Epoch 2299/5000 148/148 [==============================] - 0s 27us/step - loss: 4824.3423 - mean_absolute_error: 49.6358 - val_loss: 9350.0505 - val_mean_absolute_error: 64.5921 Epoch 2300/5000 148/148 [==============================] - 0s 20us/step - loss: 4823.4092 - mean_absolute_error: 49.6309 - val_loss: 9349.0594 - val_mean_absolute_error: 64.5883 Epoch 2301/5000 148/148 [==============================] - 0s 27us/step - loss: 4822.4727 - mean_absolute_error: 49.6260 - val_loss: 9348.0748 - val_mean_absolute_error: 64.5845 Epoch 2302/5000 148/148 [==============================] - 0s 27us/step - loss: 4821.5259 - mean_absolute_error: 49.6211 - val_loss: 9347.0579 - val_mean_absolute_error: 64.5806 Epoch 2303/5000 148/148 [==============================] - 0s 41us/step - loss: 4820.5869 - mean_absolute_error: 49.6164 - val_loss: 9346.0749 - val_mean_absolute_error: 64.5768 Epoch 2304/5000 148/148 [==============================] - 0s 27us/step - loss: 4819.6738 - mean_absolute_error: 49.6118 - val_loss: 9345.1193 - val_mean_absolute_error: 64.5733 Epoch 2305/5000 148/148 [==============================] - 0s 34us/step - loss: 4818.7354 - mean_absolute_error: 49.6072 - val_loss: 9344.1853 - val_mean_absolute_error: 64.5696 Epoch 2306/5000 148/148 [==============================] - 0s 20us/step - loss: 4817.7827 - mean_absolute_error: 49.6025 - val_loss: 9343.2823 - val_mean_absolute_error: 64.5657 Epoch 2307/5000 148/148 [==============================] - 0s 27us/step - loss: 4816.8335 - mean_absolute_error: 49.5977 - val_loss: 9342.4278 - val_mean_absolute_error: 64.5619 Epoch 2308/5000 148/148 [==============================] - 0s 27us/step - loss: 4815.8833 - mean_absolute_error: 49.5929 - val_loss: 9341.6367 - val_mean_absolute_error: 64.5584 Epoch 2309/5000 148/148 [==============================] - 0s 27us/step - loss: 4814.9580 - mean_absolute_error: 49.5881 - val_loss: 9340.7658 - val_mean_absolute_error: 64.5548 Epoch 2310/5000 148/148 [==============================] - 0s 20us/step - loss: 4814.0254 - mean_absolute_error: 49.5835 - val_loss: 9339.8255 - val_mean_absolute_error: 64.5509 Epoch 2311/5000 148/148 [==============================] - 0s 27us/step - loss: 4813.0918 - mean_absolute_error: 49.5787 - val_loss: 9338.8651 - val_mean_absolute_error: 64.5469 Epoch 2312/5000 148/148 [==============================] - 0s 27us/step - loss: 4812.1572 - mean_absolute_error: 49.5740 - val_loss: 9337.8628 - val_mean_absolute_error: 64.5429 Epoch 2313/5000 148/148 [==============================] - 0s 27us/step - loss: 4811.2222 - mean_absolute_error: 49.5692 - val_loss: 9336.8171 - val_mean_absolute_error: 64.5389 Epoch 2314/5000 148/148 [==============================] - 0s 27us/step - loss: 4810.2734 - mean_absolute_error: 49.5643 - val_loss: 9335.7215 - val_mean_absolute_error: 64.5350 Epoch 2315/5000 148/148 [==============================] - 0s 34us/step - loss: 4809.3394 - mean_absolute_error: 49.5596 - val_loss: 9334.6284 - val_mean_absolute_error: 64.5309 Epoch 2316/5000 148/148 [==============================] - 0s 27us/step - loss: 4808.4033 - mean_absolute_error: 49.5549 - val_loss: 9333.6328 - val_mean_absolute_error: 64.5269 Epoch 2317/5000 148/148 [==============================] - 0s 27us/step - loss: 4807.4609 - mean_absolute_error: 49.5500 - val_loss: 9332.6908 - val_mean_absolute_error: 64.5229 Epoch 2318/5000 148/148 [==============================] - 0s 27us/step - loss: 4806.5161 - mean_absolute_error: 49.5451 - val_loss: 9331.8184 - val_mean_absolute_error: 64.5191 Epoch 2319/5000 148/148 [==============================] - 0s 27us/step - loss: 4805.5854 - mean_absolute_error: 49.5400 - val_loss: 9330.9664 - val_mean_absolute_error: 64.5157 Epoch 2320/5000 148/148 [==============================] - 0s 27us/step - loss: 4804.6484 - mean_absolute_error: 49.5351 - val_loss: 9330.0553 - val_mean_absolute_error: 64.5124 Epoch 2321/5000 148/148 [==============================] - 0s 27us/step - loss: 4803.7192 - mean_absolute_error: 49.5304 - val_loss: 9329.0890 - val_mean_absolute_error: 64.5089 Epoch 2322/5000 148/148 [==============================] - 0s 20us/step - loss: 4802.7861 - mean_absolute_error: 49.5258 - val_loss: 9328.0893 - val_mean_absolute_error: 64.5051 Epoch 2323/5000 148/148 [==============================] - 0s 20us/step - loss: 4801.8496 - mean_absolute_error: 49.5212 - val_loss: 9327.1620 - val_mean_absolute_error: 64.5013 Epoch 2324/5000 148/148 [==============================] - 0s 20us/step - loss: 4800.9131 - mean_absolute_error: 49.5164 - val_loss: 9326.2845 - val_mean_absolute_error: 64.4976 Epoch 2325/5000 148/148 [==============================] - 0s 27us/step - loss: 4799.9702 - mean_absolute_error: 49.5114 - val_loss: 9325.4519 - val_mean_absolute_error: 64.4941 Epoch 2326/5000 148/148 [==============================] - 0s 20us/step - loss: 4799.0400 - mean_absolute_error: 49.5064 - val_loss: 9324.5430 - val_mean_absolute_error: 64.4904 Epoch 2327/5000 148/148 [==============================] - 0s 27us/step - loss: 4798.1177 - mean_absolute_error: 49.5014 - val_loss: 9323.5713 - val_mean_absolute_error: 64.4868 Epoch 2328/5000 148/148 [==============================] - 0s 27us/step - loss: 4797.1895 - mean_absolute_error: 49.4965 - val_loss: 9322.5706 - val_mean_absolute_error: 64.4831 Epoch 2329/5000 148/148 [==============================] - 0s 27us/step - loss: 4796.2598 - mean_absolute_error: 49.4918 - val_loss: 9321.5202 - val_mean_absolute_error: 64.4791 Epoch 2330/5000 148/148 [==============================] - 0s 27us/step - loss: 4795.3140 - mean_absolute_error: 49.4872 - val_loss: 9320.4600 - val_mean_absolute_error: 64.4750 Epoch 2331/5000 148/148 [==============================] - 0s 34us/step - loss: 4794.3789 - mean_absolute_error: 49.4826 - val_loss: 9319.5037 - val_mean_absolute_error: 64.4711 Epoch 2332/5000 148/148 [==============================] - 0s 27us/step - loss: 4793.4585 - mean_absolute_error: 49.4778 - val_loss: 9318.6245 - val_mean_absolute_error: 64.4674 Epoch 2333/5000 148/148 [==============================] - 0s 27us/step - loss: 4792.5264 - mean_absolute_error: 49.4728 - val_loss: 9317.7822 - val_mean_absolute_error: 64.4639 Epoch 2334/5000 148/148 [==============================] - 0s 27us/step - loss: 4791.5830 - mean_absolute_error: 49.4677 - val_loss: 9316.8496 - val_mean_absolute_error: 64.4603 Epoch 2335/5000 148/148 [==============================] - 0s 27us/step - loss: 4790.6597 - mean_absolute_error: 49.4629 - val_loss: 9315.8425 - val_mean_absolute_error: 64.4565 Epoch 2336/5000 148/148 [==============================] - 0s 20us/step - loss: 4789.7300 - mean_absolute_error: 49.4582 - val_loss: 9314.8868 - val_mean_absolute_error: 64.4527 Epoch 2337/5000 148/148 [==============================] - 0s 20us/step - loss: 4788.7983 - mean_absolute_error: 49.4535 - val_loss: 9314.0115 - val_mean_absolute_error: 64.4490 Epoch 2338/5000 148/148 [==============================] - 0s 27us/step - loss: 4787.8638 - mean_absolute_error: 49.4484 - val_loss: 9313.1019 - val_mean_absolute_error: 64.4454 Epoch 2339/5000 148/148 [==============================] - 0s 27us/step - loss: 4786.9336 - mean_absolute_error: 49.4435 - val_loss: 9312.1270 - val_mean_absolute_error: 64.4417 Epoch 2340/5000 148/148 [==============================] - 0s 27us/step - loss: 4786.0156 - mean_absolute_error: 49.4390 - val_loss: 9311.1257 - val_mean_absolute_error: 64.4380 Epoch 2341/5000 148/148 [==============================] - 0s 41us/step - loss: 4785.1045 - mean_absolute_error: 49.4345 - val_loss: 9310.2001 - val_mean_absolute_error: 64.4343 Epoch 2342/5000 148/148 [==============================] - 0s 27us/step - loss: 4784.1616 - mean_absolute_error: 49.4294 - val_loss: 9309.3498 - val_mean_absolute_error: 64.4306 Epoch 2343/5000 148/148 [==============================] - 0s 20us/step - loss: 4783.2363 - mean_absolute_error: 49.4241 - val_loss: 9308.4406 - val_mean_absolute_error: 64.4268 Epoch 2344/5000 148/148 [==============================] - 0s 34us/step - loss: 4782.3169 - mean_absolute_error: 49.4190 - val_loss: 9307.4616 - val_mean_absolute_error: 64.4229 Epoch 2345/5000 148/148 [==============================] - 0s 20us/step - loss: 4781.3789 - mean_absolute_error: 49.4143 - val_loss: 9306.4104 - val_mean_absolute_error: 64.4189 Epoch 2346/5000 148/148 [==============================] - 0s 20us/step - loss: 4780.4653 - mean_absolute_error: 49.4100 - val_loss: 9305.4402 - val_mean_absolute_error: 64.4149 Epoch 2347/5000 148/148 [==============================] - 0s 27us/step - loss: 4779.5464 - mean_absolute_error: 49.4053 - val_loss: 9304.5196 - val_mean_absolute_error: 64.4111 Epoch 2348/5000 148/148 [==============================] - 0s 27us/step - loss: 4778.6265 - mean_absolute_error: 49.4006 - val_loss: 9303.6362 - val_mean_absolute_error: 64.4074 Epoch 2349/5000 148/148 [==============================] - 0s 20us/step - loss: 4777.6914 - mean_absolute_error: 49.3956 - val_loss: 9302.7904 - val_mean_absolute_error: 64.4037 Epoch 2350/5000 148/148 [==============================] - 0s 34us/step - loss: 4776.7798 - mean_absolute_error: 49.3905 - val_loss: 9301.8872 - val_mean_absolute_error: 64.3998 Epoch 2351/5000 148/148 [==============================] - 0s 27us/step - loss: 4775.8584 - mean_absolute_error: 49.3856 - val_loss: 9300.8975 - val_mean_absolute_error: 64.3959 Epoch 2352/5000 148/148 [==============================] - 0s 20us/step - loss: 4774.9297 - mean_absolute_error: 49.3810 - val_loss: 9299.8539 - val_mean_absolute_error: 64.3921 Epoch 2353/5000 148/148 [==============================] - 0s 27us/step - loss: 4774.0137 - mean_absolute_error: 49.3765 - val_loss: 9298.8251 - val_mean_absolute_error: 64.3883 Epoch 2354/5000 148/148 [==============================] - 0s 27us/step - loss: 4773.0986 - mean_absolute_error: 49.3720 - val_loss: 9297.8881 - val_mean_absolute_error: 64.3846 Epoch 2355/5000 148/148 [==============================] - 0s 27us/step - loss: 4772.1797 - mean_absolute_error: 49.3673 - val_loss: 9297.0246 - val_mean_absolute_error: 64.3808 Epoch 2356/5000 148/148 [==============================] - 0s 27us/step - loss: 4771.2695 - mean_absolute_error: 49.3624 - val_loss: 9296.1373 - val_mean_absolute_error: 64.3770 Epoch 2357/5000 148/148 [==============================] - 0s 27us/step - loss: 4770.3486 - mean_absolute_error: 49.3576 - val_loss: 9295.2112 - val_mean_absolute_error: 64.3735 Epoch 2358/5000 148/148 [==============================] - 0s 27us/step - loss: 4769.4214 - mean_absolute_error: 49.3531 - val_loss: 9294.3618 - val_mean_absolute_error: 64.3700 Epoch 2359/5000 148/148 [==============================] - 0s 20us/step - loss: 4768.5073 - mean_absolute_error: 49.3482 - val_loss: 9293.4513 - val_mean_absolute_error: 64.3663 Epoch 2360/5000 148/148 [==============================] - 0s 27us/step - loss: 4767.6016 - mean_absolute_error: 49.3435 - val_loss: 9292.4846 - val_mean_absolute_error: 64.3624 Epoch 2361/5000 148/148 [==============================] - 0s 27us/step - loss: 4766.7036 - mean_absolute_error: 49.3390 - val_loss: 9291.5440 - val_mean_absolute_error: 64.3586 Epoch 2362/5000 148/148 [==============================] - 0s 20us/step - loss: 4765.7822 - mean_absolute_error: 49.3342 - val_loss: 9290.6145 - val_mean_absolute_error: 64.3548 Epoch 2363/5000 148/148 [==============================] - 0s 34us/step - loss: 4764.8672 - mean_absolute_error: 49.3294 - val_loss: 9289.7150 - val_mean_absolute_error: 64.3512 Epoch 2364/5000 148/148 [==============================] - 0s 27us/step - loss: 4763.9702 - mean_absolute_error: 49.3248 - val_loss: 9288.7535 - val_mean_absolute_error: 64.3474 Epoch 2365/5000 148/148 [==============================] - 0s 20us/step - loss: 4763.0488 - mean_absolute_error: 49.3204 - val_loss: 9287.7218 - val_mean_absolute_error: 64.3432 Epoch 2366/5000 148/148 [==============================] - 0s 27us/step - loss: 4762.1445 - mean_absolute_error: 49.3161 - val_loss: 9286.6836 - val_mean_absolute_error: 64.3389 Epoch 2367/5000 148/148 [==============================] - 0s 20us/step - loss: 4761.2554 - mean_absolute_error: 49.3119 - val_loss: 9285.7581 - val_mean_absolute_error: 64.3350 Epoch 2368/5000 148/148 [==============================] - 0s 27us/step - loss: 4760.3496 - mean_absolute_error: 49.3075 - val_loss: 9284.9055 - val_mean_absolute_error: 64.3315 Epoch 2369/5000 148/148 [==============================] - 0s 27us/step - loss: 4759.4399 - mean_absolute_error: 49.3030 - val_loss: 9284.1341 - val_mean_absolute_error: 64.3282 Epoch 2370/5000 148/148 [==============================] - 0s 27us/step - loss: 4758.5083 - mean_absolute_error: 49.2980 - val_loss: 9283.3123 - val_mean_absolute_error: 64.3248 Epoch 2371/5000 148/148 [==============================] - 0s 27us/step - loss: 4757.6079 - mean_absolute_error: 49.2931 - val_loss: 9282.4337 - val_mean_absolute_error: 64.3213 Epoch 2372/5000 148/148 [==============================] - 0s 20us/step - loss: 4756.7134 - mean_absolute_error: 49.2884 - val_loss: 9281.4748 - val_mean_absolute_error: 64.3175 Epoch 2373/5000 148/148 [==============================] - 0s 27us/step - loss: 4755.8018 - mean_absolute_error: 49.2838 - val_loss: 9280.4446 - val_mean_absolute_error: 64.3133 Epoch 2374/5000 148/148 [==============================] - 0s 34us/step - loss: 4754.8765 - mean_absolute_error: 49.2793 - val_loss: 9279.3978 - val_mean_absolute_error: 64.3092 Epoch 2375/5000 148/148 [==============================] - 0s 27us/step - loss: 4753.9932 - mean_absolute_error: 49.2752 - val_loss: 9278.4287 - val_mean_absolute_error: 64.3055 Epoch 2376/5000 148/148 [==============================] - 0s 41us/step - loss: 4753.1001 - mean_absolute_error: 49.2708 - val_loss: 9277.5366 - val_mean_absolute_error: 64.3018 Epoch 2377/5000 148/148 [==============================] - 0s 20us/step - loss: 4752.2007 - mean_absolute_error: 49.2659 - val_loss: 9276.6740 - val_mean_absolute_error: 64.2979 Epoch 2378/5000 148/148 [==============================] - 0s 27us/step - loss: 4751.2842 - mean_absolute_error: 49.2609 - val_loss: 9275.8616 - val_mean_absolute_error: 64.2941 Epoch 2379/5000 148/148 [==============================] - 0s 27us/step - loss: 4750.3984 - mean_absolute_error: 49.2560 - val_loss: 9274.9742 - val_mean_absolute_error: 64.2903 Epoch 2380/5000 148/148 [==============================] - 0s 20us/step - loss: 4749.5122 - mean_absolute_error: 49.2515 - val_loss: 9273.9878 - val_mean_absolute_error: 64.2863 Epoch 2381/5000 148/148 [==============================] - 0s 27us/step - loss: 4748.5986 - mean_absolute_error: 49.2471 - val_loss: 9272.9258 - val_mean_absolute_error: 64.2821 Epoch 2382/5000 148/148 [==============================] - 0s 20us/step - loss: 4747.6982 - mean_absolute_error: 49.2428 - val_loss: 9271.8660 - val_mean_absolute_error: 64.2778 Epoch 2383/5000 148/148 [==============================] - 0s 34us/step - loss: 4746.8110 - mean_absolute_error: 49.2388 - val_loss: 9270.8875 - val_mean_absolute_error: 64.2738 Epoch 2384/5000 148/148 [==============================] - 0s 27us/step - loss: 4745.9209 - mean_absolute_error: 49.2345 - val_loss: 9269.9893 - val_mean_absolute_error: 64.2702 Epoch 2385/5000 148/148 [==============================] - 0s 20us/step - loss: 4745.0200 - mean_absolute_error: 49.2301 - val_loss: 9269.1727 - val_mean_absolute_error: 64.2667 Epoch 2386/5000 148/148 [==============================] - 0s 34us/step - loss: 4744.1050 - mean_absolute_error: 49.2255 - val_loss: 9268.4420 - val_mean_absolute_error: 64.2633 Epoch 2387/5000 148/148 [==============================] - 0s 27us/step - loss: 4743.1875 - mean_absolute_error: 49.2207 - val_loss: 9267.6256 - val_mean_absolute_error: 64.2596 Epoch 2388/5000 148/148 [==============================] - 0s 27us/step - loss: 4742.3203 - mean_absolute_error: 49.2161 - val_loss: 9266.7149 - val_mean_absolute_error: 64.2558 Epoch 2389/5000 148/148 [==============================] - 0s 34us/step - loss: 4741.4253 - mean_absolute_error: 49.2117 - val_loss: 9265.7079 - val_mean_absolute_error: 64.2519 Epoch 2390/5000 148/148 [==============================] - 0s 27us/step - loss: 4740.5044 - mean_absolute_error: 49.2073 - val_loss: 9264.6829 - val_mean_absolute_error: 64.2478 Epoch 2391/5000 148/148 [==============================] - 0s 34us/step - loss: 4739.6167 - mean_absolute_error: 49.2029 - val_loss: 9263.7473 - val_mean_absolute_error: 64.2439 Epoch 2392/5000 148/148 [==============================] - 0s 34us/step - loss: 4738.7192 - mean_absolute_error: 49.1982 - val_loss: 9262.7866 - val_mean_absolute_error: 64.2400 Epoch 2393/5000 148/148 [==============================] - 0s 20us/step - loss: 4737.8267 - mean_absolute_error: 49.1938 - val_loss: 9261.9080 - val_mean_absolute_error: 64.2361 Epoch 2394/5000 148/148 [==============================] - 0s 27us/step - loss: 4736.9409 - mean_absolute_error: 49.1892 - val_loss: 9260.9568 - val_mean_absolute_error: 64.2322 Epoch 2395/5000 148/148 [==============================] - 0s 27us/step - loss: 4736.0498 - mean_absolute_error: 49.1848 - val_loss: 9260.0139 - val_mean_absolute_error: 64.2284 Epoch 2396/5000 148/148 [==============================] - 0s 34us/step - loss: 4735.1611 - mean_absolute_error: 49.1806 - val_loss: 9259.1104 - val_mean_absolute_error: 64.2246 Epoch 2397/5000 148/148 [==============================] - 0s 27us/step - loss: 4734.2715 - mean_absolute_error: 49.1761 - val_loss: 9258.1461 - val_mean_absolute_error: 64.2203 Epoch 2398/5000 148/148 [==============================] - 0s 27us/step - loss: 4733.3770 - mean_absolute_error: 49.1717 - val_loss: 9257.2455 - val_mean_absolute_error: 64.2162 Epoch 2399/5000 148/148 [==============================] - 0s 34us/step - loss: 4732.4834 - mean_absolute_error: 49.1671 - val_loss: 9256.3053 - val_mean_absolute_error: 64.2122 Epoch 2400/5000 148/148 [==============================] - 0s 20us/step - loss: 4731.5981 - mean_absolute_error: 49.1627 - val_loss: 9255.4458 - val_mean_absolute_error: 64.2086 Epoch 2401/5000 148/148 [==============================] - 0s 27us/step - loss: 4730.7026 - mean_absolute_error: 49.1581 - val_loss: 9254.5071 - val_mean_absolute_error: 64.2050 Epoch 2402/5000 148/148 [==============================] - 0s 20us/step - loss: 4729.8154 - mean_absolute_error: 49.1537 - val_loss: 9253.5206 - val_mean_absolute_error: 64.2012 Epoch 2403/5000 148/148 [==============================] - 0s 20us/step - loss: 4728.9316 - mean_absolute_error: 49.1491 - val_loss: 9252.6241 - val_mean_absolute_error: 64.1975 Epoch 2404/5000 148/148 [==============================] - 0s 34us/step - loss: 4728.0518 - mean_absolute_error: 49.1444 - val_loss: 9251.6885 - val_mean_absolute_error: 64.1937 Epoch 2405/5000 148/148 [==============================] - 0s 20us/step - loss: 4727.1670 - mean_absolute_error: 49.1398 - val_loss: 9250.7476 - val_mean_absolute_error: 64.1897 Epoch 2406/5000 148/148 [==============================] - 0s 27us/step - loss: 4726.2739 - mean_absolute_error: 49.1352 - val_loss: 9249.8033 - val_mean_absolute_error: 64.1858 Epoch 2407/5000 148/148 [==============================] - 0s 27us/step - loss: 4725.3867 - mean_absolute_error: 49.1307 - val_loss: 9248.9470 - val_mean_absolute_error: 64.1819 Epoch 2408/5000 148/148 [==============================] - 0s 20us/step - loss: 4724.5098 - mean_absolute_error: 49.1260 - val_loss: 9248.1049 - val_mean_absolute_error: 64.1781 Epoch 2409/5000 148/148 [==============================] - 0s 20us/step - loss: 4723.6304 - mean_absolute_error: 49.1213 - val_loss: 9247.2703 - val_mean_absolute_error: 64.1744 Epoch 2410/5000 148/148 [==============================] - 0s 27us/step - loss: 4722.7671 - mean_absolute_error: 49.1166 - val_loss: 9246.3493 - val_mean_absolute_error: 64.1706 Epoch 2411/5000 148/148 [==============================] - 0s 27us/step - loss: 4721.8677 - mean_absolute_error: 49.1122 - val_loss: 9245.4319 - val_mean_absolute_error: 64.1670 Epoch 2412/5000 148/148 [==============================] - 0s 27us/step - loss: 4720.9702 - mean_absolute_error: 49.1078 - val_loss: 9244.4392 - val_mean_absolute_error: 64.1632 Epoch 2413/5000 148/148 [==============================] - 0s 27us/step - loss: 4720.0947 - mean_absolute_error: 49.1037 - val_loss: 9243.4890 - val_mean_absolute_error: 64.1593 Epoch 2414/5000 148/148 [==============================] - 0s 27us/step - loss: 4719.2227 - mean_absolute_error: 49.0995 - val_loss: 9242.6057 - val_mean_absolute_error: 64.1554 Epoch 2415/5000 148/148 [==============================] - 0s 20us/step - loss: 4718.3389 - mean_absolute_error: 49.0949 - val_loss: 9241.7165 - val_mean_absolute_error: 64.1513 Epoch 2416/5000 148/148 [==============================] - 0s 34us/step - loss: 4717.4595 - mean_absolute_error: 49.0903 - val_loss: 9240.8348 - val_mean_absolute_error: 64.1474 Epoch 2417/5000 148/148 [==============================] - 0s 27us/step - loss: 4716.5732 - mean_absolute_error: 49.0856 - val_loss: 9239.9658 - val_mean_absolute_error: 64.1437 Epoch 2418/5000 148/148 [==============================] - 0s 20us/step - loss: 4715.6890 - mean_absolute_error: 49.0811 - val_loss: 9239.0651 - val_mean_absolute_error: 64.1400 Epoch 2419/5000 148/148 [==============================] - 0s 34us/step - loss: 4714.8120 - mean_absolute_error: 49.0768 - val_loss: 9238.2045 - val_mean_absolute_error: 64.1365 Epoch 2420/5000 148/148 [==============================] - 0s 27us/step - loss: 4713.9341 - mean_absolute_error: 49.0724 - val_loss: 9237.3381 - val_mean_absolute_error: 64.1330 Epoch 2421/5000 148/148 [==============================] - 0s 27us/step - loss: 4713.0581 - mean_absolute_error: 49.0678 - val_loss: 9236.4041 - val_mean_absolute_error: 64.1291 Epoch 2422/5000 148/148 [==============================] - 0s 34us/step - loss: 4712.1851 - mean_absolute_error: 49.0633 - val_loss: 9235.4096 - val_mean_absolute_error: 64.1249 Epoch 2423/5000 148/148 [==============================] - 0s 27us/step - loss: 4711.3018 - mean_absolute_error: 49.0589 - val_loss: 9234.4921 - val_mean_absolute_error: 64.1206 Epoch 2424/5000 148/148 [==============================] - 0s 27us/step - loss: 4710.4146 - mean_absolute_error: 49.0542 - val_loss: 9233.6237 - val_mean_absolute_error: 64.1166 Epoch 2425/5000 148/148 [==============================] - 0s 27us/step - loss: 4709.5454 - mean_absolute_error: 49.0494 - val_loss: 9232.7966 - val_mean_absolute_error: 64.1130 Epoch 2426/5000 148/148 [==============================] - 0s 27us/step - loss: 4708.6836 - mean_absolute_error: 49.0448 - val_loss: 9231.9012 - val_mean_absolute_error: 64.1094 Epoch 2427/5000 148/148 [==============================] - 0s 27us/step - loss: 4707.7783 - mean_absolute_error: 49.0405 - val_loss: 9230.9597 - val_mean_absolute_error: 64.1058 Epoch 2428/5000 148/148 [==============================] - 0s 20us/step - loss: 4706.9136 - mean_absolute_error: 49.0364 - val_loss: 9230.0049 - val_mean_absolute_error: 64.1020 Epoch 2429/5000 148/148 [==============================] - 0s 27us/step - loss: 4706.0605 - mean_absolute_error: 49.0323 - val_loss: 9229.1247 - val_mean_absolute_error: 64.0982 Epoch 2430/5000 148/148 [==============================] - 0s 27us/step - loss: 4705.1792 - mean_absolute_error: 49.0276 - val_loss: 9228.3216 - val_mean_absolute_error: 64.0944 Epoch 2431/5000 148/148 [==============================] - 0s 34us/step - loss: 4704.2935 - mean_absolute_error: 49.0227 - val_loss: 9227.4684 - val_mean_absolute_error: 64.0906 Epoch 2432/5000 148/148 [==============================] - 0s 27us/step - loss: 4703.4277 - mean_absolute_error: 49.0180 - val_loss: 9226.5874 - val_mean_absolute_error: 64.0871 Epoch 2433/5000 148/148 [==============================] - 0s 34us/step - loss: 4702.5449 - mean_absolute_error: 49.0135 - val_loss: 9225.6482 - val_mean_absolute_error: 64.0837 Epoch 2434/5000 148/148 [==============================] - 0s 20us/step - loss: 4701.6860 - mean_absolute_error: 49.0095 - val_loss: 9224.7307 - val_mean_absolute_error: 64.0801 Epoch 2435/5000 148/148 [==============================] - 0s 34us/step - loss: 4700.8350 - mean_absolute_error: 49.0053 - val_loss: 9223.8409 - val_mean_absolute_error: 64.0764 Epoch 2436/5000 148/148 [==============================] - 0s 27us/step - loss: 4699.9517 - mean_absolute_error: 49.0008 - val_loss: 9222.9904 - val_mean_absolute_error: 64.0725 Epoch 2437/5000 148/148 [==============================] - 0s 27us/step - loss: 4699.0669 - mean_absolute_error: 48.9961 - val_loss: 9222.1138 - val_mean_absolute_error: 64.0684 Epoch 2438/5000 148/148 [==============================] - 0s 27us/step - loss: 4698.2056 - mean_absolute_error: 48.9915 - val_loss: 9221.2057 - val_mean_absolute_error: 64.0644 Epoch 2439/5000 148/148 [==============================] - 0s 27us/step - loss: 4697.3433 - mean_absolute_error: 48.9871 - val_loss: 9220.3746 - val_mean_absolute_error: 64.0609 Epoch 2440/5000 148/148 [==============================] - 0s 27us/step - loss: 4696.4722 - mean_absolute_error: 48.9827 - val_loss: 9219.4590 - val_mean_absolute_error: 64.0574 Epoch 2441/5000 148/148 [==============================] - 0s 20us/step - loss: 4695.5928 - mean_absolute_error: 48.9784 - val_loss: 9218.4968 - val_mean_absolute_error: 64.0537 Epoch 2442/5000 148/148 [==============================] - 0s 41us/step - loss: 4694.7422 - mean_absolute_error: 48.9744 - val_loss: 9217.6201 - val_mean_absolute_error: 64.0500 Epoch 2443/5000 148/148 [==============================] - 0s 27us/step - loss: 4693.8755 - mean_absolute_error: 48.9700 - val_loss: 9216.8104 - val_mean_absolute_error: 64.0463 Epoch 2444/5000 148/148 [==============================] - 0s 27us/step - loss: 4692.9907 - mean_absolute_error: 48.9651 - val_loss: 9215.9566 - val_mean_absolute_error: 64.0423 Epoch 2445/5000 148/148 [==============================] - 0s 27us/step - loss: 4692.1475 - mean_absolute_error: 48.9605 - val_loss: 9215.0322 - val_mean_absolute_error: 64.0385 Epoch 2446/5000 148/148 [==============================] - 0s 27us/step - loss: 4691.2925 - mean_absolute_error: 48.9562 - val_loss: 9214.1387 - val_mean_absolute_error: 64.0349 Epoch 2447/5000 148/148 [==============================] - 0s 27us/step - loss: 4690.4238 - mean_absolute_error: 48.9520 - val_loss: 9213.2636 - val_mean_absolute_error: 64.0314 Epoch 2448/5000 148/148 [==============================] - 0s 27us/step - loss: 4689.5640 - mean_absolute_error: 48.9476 - val_loss: 9212.3746 - val_mean_absolute_error: 64.0278 Epoch 2449/5000 148/148 [==============================] - 0s 27us/step - loss: 4688.7007 - mean_absolute_error: 48.9433 - val_loss: 9211.5609 - val_mean_absolute_error: 64.0242 Epoch 2450/5000 148/148 [==============================] - 0s 20us/step - loss: 4687.8330 - mean_absolute_error: 48.9387 - val_loss: 9210.6926 - val_mean_absolute_error: 64.0204 Epoch 2451/5000 148/148 [==============================] - 0s 34us/step - loss: 4686.9824 - mean_absolute_error: 48.9342 - val_loss: 9209.7712 - val_mean_absolute_error: 64.0167 Epoch 2452/5000 148/148 [==============================] - 0s 27us/step - loss: 4686.1245 - mean_absolute_error: 48.9299 - val_loss: 9208.9199 - val_mean_absolute_error: 64.0134 Epoch 2453/5000 148/148 [==============================] - 0s 27us/step - loss: 4685.2622 - mean_absolute_error: 48.9253 - val_loss: 9208.1112 - val_mean_absolute_error: 64.0102 Epoch 2454/5000 148/148 [==============================] - 0s 20us/step - loss: 4684.4165 - mean_absolute_error: 48.9208 - val_loss: 9207.2574 - val_mean_absolute_error: 64.0068 Epoch 2455/5000 148/148 [==============================] - 0s 34us/step - loss: 4683.5615 - mean_absolute_error: 48.9164 - val_loss: 9206.3376 - val_mean_absolute_error: 64.0030 Epoch 2456/5000 148/148 [==============================] - 0s 20us/step - loss: 4682.6997 - mean_absolute_error: 48.9120 - val_loss: 9205.3584 - val_mean_absolute_error: 63.9988 Epoch 2457/5000 148/148 [==============================] - 0s 20us/step - loss: 4681.8252 - mean_absolute_error: 48.9077 - val_loss: 9204.4568 - val_mean_absolute_error: 63.9947 Epoch 2458/5000 148/148 [==============================] - 0s 27us/step - loss: 4680.9492 - mean_absolute_error: 48.9031 - val_loss: 9203.6473 - val_mean_absolute_error: 63.9908 Epoch 2459/5000 148/148 [==============================] - 0s 27us/step - loss: 4680.1235 - mean_absolute_error: 48.8986 - val_loss: 9202.8518 - val_mean_absolute_error: 63.9872 Epoch 2460/5000 148/148 [==============================] - 0s 20us/step - loss: 4679.2642 - mean_absolute_error: 48.8938 - val_loss: 9201.9815 - val_mean_absolute_error: 63.9837 Epoch 2461/5000 148/148 [==============================] - 0s 27us/step - loss: 4678.3979 - mean_absolute_error: 48.8895 - val_loss: 9201.0416 - val_mean_absolute_error: 63.9802 Epoch 2462/5000 148/148 [==============================] - 0s 34us/step - loss: 4677.5391 - mean_absolute_error: 48.8854 - val_loss: 9200.0897 - val_mean_absolute_error: 63.9765 Epoch 2463/5000 148/148 [==============================] - 0s 20us/step - loss: 4676.6953 - mean_absolute_error: 48.8813 - val_loss: 9199.2226 - val_mean_absolute_error: 63.9729 Epoch 2464/5000 148/148 [==============================] - 0s 27us/step - loss: 4675.8330 - mean_absolute_error: 48.8767 - val_loss: 9198.4421 - val_mean_absolute_error: 63.9695 Epoch 2465/5000 148/148 [==============================] - 0s 34us/step - loss: 4674.9663 - mean_absolute_error: 48.8718 - val_loss: 9197.6258 - val_mean_absolute_error: 63.9660 Epoch 2466/5000 148/148 [==============================] - 0s 20us/step - loss: 4674.1011 - mean_absolute_error: 48.8671 - val_loss: 9196.7707 - val_mean_absolute_error: 63.9626 Epoch 2467/5000 148/148 [==============================] - 0s 20us/step - loss: 4673.2485 - mean_absolute_error: 48.8626 - val_loss: 9195.9249 - val_mean_absolute_error: 63.9592 Epoch 2468/5000 148/148 [==============================] - 0s 27us/step - loss: 4672.3921 - mean_absolute_error: 48.8582 - val_loss: 9195.1007 - val_mean_absolute_error: 63.9560 Epoch 2469/5000 148/148 [==============================] - 0s 20us/step - loss: 4671.5405 - mean_absolute_error: 48.8537 - val_loss: 9194.2169 - val_mean_absolute_error: 63.9523 Epoch 2470/5000 148/148 [==============================] - 0s 34us/step - loss: 4670.6919 - mean_absolute_error: 48.8493 - val_loss: 9193.2634 - val_mean_absolute_error: 63.9483 Epoch 2471/5000 148/148 [==============================] - 0s 27us/step - loss: 4669.8232 - mean_absolute_error: 48.8449 - val_loss: 9192.3723 - val_mean_absolute_error: 63.9444 Epoch 2472/5000 148/148 [==============================] - 0s 27us/step - loss: 4668.9731 - mean_absolute_error: 48.8406 - val_loss: 9191.5759 - val_mean_absolute_error: 63.9407 Epoch 2473/5000 148/148 [==============================] - 0s 27us/step - loss: 4668.1143 - mean_absolute_error: 48.8361 - val_loss: 9190.8521 - val_mean_absolute_error: 63.9373 Epoch 2474/5000 148/148 [==============================] - 0s 27us/step - loss: 4667.2568 - mean_absolute_error: 48.8315 - val_loss: 9190.0925 - val_mean_absolute_error: 63.9337 Epoch 2475/5000 148/148 [==============================] - 0s 20us/step - loss: 4666.4126 - mean_absolute_error: 48.8267 - val_loss: 9189.2767 - val_mean_absolute_error: 63.9301 Epoch 2476/5000 148/148 [==============================] - 0s 34us/step - loss: 4665.5684 - mean_absolute_error: 48.8221 - val_loss: 9188.3910 - val_mean_absolute_error: 63.9265 Epoch 2477/5000 148/148 [==============================] - 0s 20us/step - loss: 4664.7246 - mean_absolute_error: 48.8178 - val_loss: 9187.4445 - val_mean_absolute_error: 63.9231 Epoch 2478/5000 148/148 [==============================] - 0s 34us/step - loss: 4663.8667 - mean_absolute_error: 48.8136 - val_loss: 9186.4806 - val_mean_absolute_error: 63.9197 Epoch 2479/5000 148/148 [==============================] - 0s 34us/step - loss: 4663.0474 - mean_absolute_error: 48.8097 - val_loss: 9185.6049 - val_mean_absolute_error: 63.9164 Epoch 2480/5000 148/148 [==============================] - 0s 47us/step - loss: 4662.2119 - mean_absolute_error: 48.8052 - val_loss: 9184.8122 - val_mean_absolute_error: 63.9130 Epoch 2481/5000 148/148 [==============================] - 0s 27us/step - loss: 4661.3569 - mean_absolute_error: 48.8004 - val_loss: 9184.0759 - val_mean_absolute_error: 63.9096 Epoch 2482/5000 148/148 [==============================] - 0s 34us/step - loss: 4660.5122 - mean_absolute_error: 48.7955 - val_loss: 9183.2437 - val_mean_absolute_error: 63.9061 Epoch 2483/5000 148/148 [==============================] - 0s 20us/step - loss: 4659.6909 - mean_absolute_error: 48.7911 - val_loss: 9182.3911 - val_mean_absolute_error: 63.9027 Epoch 2484/5000 148/148 [==============================] - 0s 20us/step - loss: 4658.8555 - mean_absolute_error: 48.7869 - val_loss: 9181.6142 - val_mean_absolute_error: 63.8995 Epoch 2485/5000 148/148 [==============================] - 0s 27us/step - loss: 4658.0117 - mean_absolute_error: 48.7826 - val_loss: 9180.8746 - val_mean_absolute_error: 63.8966 Epoch 2486/5000 148/148 [==============================] - 0s 27us/step - loss: 4657.1772 - mean_absolute_error: 48.7784 - val_loss: 9180.1625 - val_mean_absolute_error: 63.8936 Epoch 2487/5000 148/148 [==============================] - 0s 27us/step - loss: 4656.3389 - mean_absolute_error: 48.7740 - val_loss: 9179.3500 - val_mean_absolute_error: 63.8903 Epoch 2488/5000 148/148 [==============================] - 0s 27us/step - loss: 4655.4985 - mean_absolute_error: 48.7698 - val_loss: 9178.4853 - val_mean_absolute_error: 63.8869 Epoch 2489/5000 148/148 [==============================] - 0s 27us/step - loss: 4654.6777 - mean_absolute_error: 48.7657 - val_loss: 9177.6936 - val_mean_absolute_error: 63.8836 Epoch 2490/5000 148/148 [==============================] - 0s 27us/step - loss: 4653.8467 - mean_absolute_error: 48.7614 - val_loss: 9176.9399 - val_mean_absolute_error: 63.8804 Epoch 2491/5000 148/148 [==============================] - 0s 34us/step - loss: 4652.9922 - mean_absolute_error: 48.7567 - val_loss: 9176.1528 - val_mean_absolute_error: 63.8772 Epoch 2492/5000 148/148 [==============================] - 0s 27us/step - loss: 4652.1611 - mean_absolute_error: 48.7521 - val_loss: 9175.3482 - val_mean_absolute_error: 63.8738 Epoch 2493/5000 148/148 [==============================] - 0s 27us/step - loss: 4651.3438 - mean_absolute_error: 48.7475 - val_loss: 9174.4802 - val_mean_absolute_error: 63.8704 Epoch 2494/5000 148/148 [==============================] - 0s 27us/step - loss: 4650.5107 - mean_absolute_error: 48.7432 - val_loss: 9173.5707 - val_mean_absolute_error: 63.8668 Epoch 2495/5000 148/148 [==============================] - 0s 27us/step - loss: 4649.6787 - mean_absolute_error: 48.7391 - val_loss: 9172.7482 - val_mean_absolute_error: 63.8636 Epoch 2496/5000 148/148 [==============================] - 0s 27us/step - loss: 4648.8477 - mean_absolute_error: 48.7350 - val_loss: 9172.0202 - val_mean_absolute_error: 63.8605 Epoch 2497/5000 148/148 [==============================] - 0s 34us/step - loss: 4648.0000 - mean_absolute_error: 48.7305 - val_loss: 9171.3604 - val_mean_absolute_error: 63.8575 Epoch 2498/5000 148/148 [==============================] - 0s 27us/step - loss: 4647.1689 - mean_absolute_error: 48.7260 - val_loss: 9170.6087 - val_mean_absolute_error: 63.8544 Epoch 2499/5000 148/148 [==============================] - 0s 27us/step - loss: 4646.3384 - mean_absolute_error: 48.7217 - val_loss: 9169.7670 - val_mean_absolute_error: 63.8510 Epoch 2500/5000 148/148 [==============================] - 0s 27us/step - loss: 4645.5078 - mean_absolute_error: 48.7176 - val_loss: 9168.8680 - val_mean_absolute_error: 63.8475 Epoch 2501/5000 148/148 [==============================] - 0s 20us/step - loss: 4644.6963 - mean_absolute_error: 48.7137 - val_loss: 9168.0442 - val_mean_absolute_error: 63.8441 Epoch 2502/5000 148/148 [==============================] - 0s 20us/step - loss: 4643.8696 - mean_absolute_error: 48.7095 - val_loss: 9167.2983 - val_mean_absolute_error: 63.8408 Epoch 2503/5000 148/148 [==============================] - 0s 27us/step - loss: 4643.0186 - mean_absolute_error: 48.7048 - val_loss: 9166.6411 - val_mean_absolute_error: 63.8377 Epoch 2504/5000 148/148 [==============================] - 0s 34us/step - loss: 4642.1973 - mean_absolute_error: 48.6999 - val_loss: 9165.9119 - val_mean_absolute_error: 63.8346 Epoch 2505/5000 148/148 [==============================] - 0s 27us/step - loss: 4641.3828 - mean_absolute_error: 48.6953 - val_loss: 9165.0977 - val_mean_absolute_error: 63.8315 Epoch 2506/5000 148/148 [==============================] - 0s 20us/step - loss: 4640.5640 - mean_absolute_error: 48.6913 - val_loss: 9164.2282 - val_mean_absolute_error: 63.8280 Epoch 2507/5000 148/148 [==============================] - 0s 27us/step - loss: 4639.7314 - mean_absolute_error: 48.6872 - val_loss: 9163.3118 - val_mean_absolute_error: 63.8242 Epoch 2508/5000 148/148 [==============================] - 0s 27us/step - loss: 4638.9077 - mean_absolute_error: 48.6833 - val_loss: 9162.4877 - val_mean_absolute_error: 63.8204 Epoch 2509/5000 148/148 [==============================] - 0s 34us/step - loss: 4638.0889 - mean_absolute_error: 48.6790 - val_loss: 9161.7089 - val_mean_absolute_error: 63.8169 Epoch 2510/5000 148/148 [==============================] - 0s 27us/step - loss: 4637.2637 - mean_absolute_error: 48.6748 - val_loss: 9161.0041 - val_mean_absolute_error: 63.8139 Epoch 2511/5000 148/148 [==============================] - 0s 34us/step - loss: 4636.4243 - mean_absolute_error: 48.6704 - val_loss: 9160.3551 - val_mean_absolute_error: 63.8112 Epoch 2512/5000 148/148 [==============================] - 0s 27us/step - loss: 4635.5840 - mean_absolute_error: 48.6659 - val_loss: 9159.7262 - val_mean_absolute_error: 63.8083 Epoch 2513/5000 148/148 [==============================] - 0s 27us/step - loss: 4634.7808 - mean_absolute_error: 48.6614 - val_loss: 9159.0248 - val_mean_absolute_error: 63.8052 Epoch 2514/5000 148/148 [==============================] - 0s 27us/step - loss: 4633.9575 - mean_absolute_error: 48.6569 - val_loss: 9158.2722 - val_mean_absolute_error: 63.8018 Epoch 2515/5000 148/148 [==============================] - 0s 27us/step - loss: 4633.1328 - mean_absolute_error: 48.6524 - val_loss: 9157.4497 - val_mean_absolute_error: 63.7987 Epoch 2516/5000 148/148 [==============================] - 0s 27us/step - loss: 4632.2988 - mean_absolute_error: 48.6481 - val_loss: 9156.5679 - val_mean_absolute_error: 63.7955 Epoch 2517/5000 148/148 [==============================] - 0s 27us/step - loss: 4631.4751 - mean_absolute_error: 48.6441 - val_loss: 9155.6724 - val_mean_absolute_error: 63.7921 Epoch 2518/5000 148/148 [==============================] - 0s 27us/step - loss: 4630.6621 - mean_absolute_error: 48.6401 - val_loss: 9154.8630 - val_mean_absolute_error: 63.7887 Epoch 2519/5000 148/148 [==============================] - 0s 27us/step - loss: 4629.8491 - mean_absolute_error: 48.6358 - val_loss: 9154.1374 - val_mean_absolute_error: 63.7854 Epoch 2520/5000 148/148 [==============================] - 0s 27us/step - loss: 4629.0259 - mean_absolute_error: 48.6314 - val_loss: 9153.4635 - val_mean_absolute_error: 63.7825 Epoch 2521/5000 148/148 [==============================] - 0s 27us/step - loss: 4628.1885 - mean_absolute_error: 48.6270 - val_loss: 9152.8211 - val_mean_absolute_error: 63.7798 Epoch 2522/5000 148/148 [==============================] - 0s 34us/step - loss: 4627.3701 - mean_absolute_error: 48.6226 - val_loss: 9152.1397 - val_mean_absolute_error: 63.7767 Epoch 2523/5000 148/148 [==============================] - 0s 20us/step - loss: 4626.5576 - mean_absolute_error: 48.6179 - val_loss: 9151.3855 - val_mean_absolute_error: 63.7733 Epoch 2524/5000 148/148 [==============================] - 0s 34us/step - loss: 4625.7329 - mean_absolute_error: 48.6133 - val_loss: 9150.5674 - val_mean_absolute_error: 63.7700 Epoch 2525/5000 148/148 [==============================] - 0s 27us/step - loss: 4624.9111 - mean_absolute_error: 48.6091 - val_loss: 9149.6910 - val_mean_absolute_error: 63.7667 Epoch 2526/5000 148/148 [==============================] - 0s 27us/step - loss: 4624.0742 - mean_absolute_error: 48.6050 - val_loss: 9148.8697 - val_mean_absolute_error: 63.7635 Epoch 2527/5000 148/148 [==============================] - 0s 34us/step - loss: 4623.2476 - mean_absolute_error: 48.6005 - val_loss: 9148.1233 - val_mean_absolute_error: 63.7603 Epoch 2528/5000 148/148 [==============================] - 0s 20us/step - loss: 4622.4526 - mean_absolute_error: 48.5958 - val_loss: 9147.3266 - val_mean_absolute_error: 63.7571 Epoch 2529/5000 148/148 [==============================] - 0s 20us/step - loss: 4621.6328 - mean_absolute_error: 48.5915 - val_loss: 9146.4869 - val_mean_absolute_error: 63.7540 Epoch 2530/5000 148/148 [==============================] - 0s 27us/step - loss: 4620.8018 - mean_absolute_error: 48.5874 - val_loss: 9145.7277 - val_mean_absolute_error: 63.7510 Epoch 2531/5000 148/148 [==============================] - 0s 34us/step - loss: 4619.9912 - mean_absolute_error: 48.5831 - val_loss: 9145.0043 - val_mean_absolute_error: 63.7479 Epoch 2532/5000 148/148 [==============================] - 0s 27us/step - loss: 4619.1743 - mean_absolute_error: 48.5787 - val_loss: 9144.2350 - val_mean_absolute_error: 63.7448 Epoch 2533/5000 148/148 [==============================] - 0s 27us/step - loss: 4618.3628 - mean_absolute_error: 48.5743 - val_loss: 9143.4001 - val_mean_absolute_error: 63.7417 Epoch 2534/5000 148/148 [==============================] - 0s 27us/step - loss: 4617.5518 - mean_absolute_error: 48.5704 - val_loss: 9142.5986 - val_mean_absolute_error: 63.7389 Epoch 2535/5000 148/148 [==============================] - 0s 27us/step - loss: 4616.7358 - mean_absolute_error: 48.5663 - val_loss: 9141.8582 - val_mean_absolute_error: 63.7363 Epoch 2536/5000 148/148 [==============================] - 0s 27us/step - loss: 4615.9121 - mean_absolute_error: 48.5621 - val_loss: 9141.1958 - val_mean_absolute_error: 63.7338 Epoch 2537/5000 148/148 [==============================] - 0s 27us/step - loss: 4615.1016 - mean_absolute_error: 48.5577 - val_loss: 9140.5451 - val_mean_absolute_error: 63.7311 Epoch 2538/5000 148/148 [==============================] - 0s 27us/step - loss: 4614.2866 - mean_absolute_error: 48.5532 - val_loss: 9139.8276 - val_mean_absolute_error: 63.7282 Epoch 2539/5000 148/148 [==============================] - 0s 27us/step - loss: 4613.4727 - mean_absolute_error: 48.5490 - val_loss: 9139.0669 - val_mean_absolute_error: 63.7252 Epoch 2540/5000 148/148 [==============================] - 0s 27us/step - loss: 4612.6602 - mean_absolute_error: 48.5449 - val_loss: 9138.2876 - val_mean_absolute_error: 63.7221 Epoch 2541/5000 148/148 [==============================] - 0s 34us/step - loss: 4611.8530 - mean_absolute_error: 48.5406 - val_loss: 9137.4743 - val_mean_absolute_error: 63.7191 Epoch 2542/5000 148/148 [==============================] - 0s 27us/step - loss: 4611.0513 - mean_absolute_error: 48.5363 - val_loss: 9136.7369 - val_mean_absolute_error: 63.7164 Epoch 2543/5000 148/148 [==============================] - 0s 27us/step - loss: 4610.2295 - mean_absolute_error: 48.5320 - val_loss: 9136.0339 - val_mean_absolute_error: 63.7137 Epoch 2544/5000 148/148 [==============================] - 0s 34us/step - loss: 4609.4170 - mean_absolute_error: 48.5276 - val_loss: 9135.3468 - val_mean_absolute_error: 63.7111 Epoch 2545/5000 148/148 [==============================] - 0s 20us/step - loss: 4608.5986 - mean_absolute_error: 48.5231 - val_loss: 9134.5805 - val_mean_absolute_error: 63.7082 Epoch 2546/5000 148/148 [==============================] - 0s 27us/step - loss: 4607.7993 - mean_absolute_error: 48.5188 - val_loss: 9133.7712 - val_mean_absolute_error: 63.7050 Epoch 2547/5000 148/148 [==============================] - 0s 27us/step - loss: 4606.9868 - mean_absolute_error: 48.5144 - val_loss: 9132.9195 - val_mean_absolute_error: 63.7017 Epoch 2548/5000 148/148 [==============================] - 0s 27us/step - loss: 4606.1631 - mean_absolute_error: 48.5101 - val_loss: 9132.0435 - val_mean_absolute_error: 63.6984 Epoch 2549/5000 148/148 [==============================] - 0s 27us/step - loss: 4605.3667 - mean_absolute_error: 48.5061 - val_loss: 9131.2255 - val_mean_absolute_error: 63.6952 Epoch 2550/5000 148/148 [==============================] - 0s 20us/step - loss: 4604.5674 - mean_absolute_error: 48.5018 - val_loss: 9130.4619 - val_mean_absolute_error: 63.6922 Epoch 2551/5000 148/148 [==============================] - 0s 34us/step - loss: 4603.7495 - mean_absolute_error: 48.4973 - val_loss: 9129.7227 - val_mean_absolute_error: 63.6893 Epoch 2552/5000 148/148 [==============================] - 0s 27us/step - loss: 4602.9189 - mean_absolute_error: 48.4928 - val_loss: 9128.9353 - val_mean_absolute_error: 63.6864 Epoch 2553/5000 148/148 [==============================] - 0s 27us/step - loss: 4602.1123 - mean_absolute_error: 48.4884 - val_loss: 9128.1127 - val_mean_absolute_error: 63.6834 Epoch 2554/5000 148/148 [==============================] - 0s 27us/step - loss: 4601.3062 - mean_absolute_error: 48.4843 - val_loss: 9127.3396 - val_mean_absolute_error: 63.6804 Epoch 2555/5000 148/148 [==============================] - 0s 27us/step - loss: 4600.5000 - mean_absolute_error: 48.4802 - val_loss: 9126.6064 - val_mean_absolute_error: 63.6773 Epoch 2556/5000 148/148 [==============================] - 0s 27us/step - loss: 4599.6826 - mean_absolute_error: 48.4759 - val_loss: 9125.9207 - val_mean_absolute_error: 63.6742 Epoch 2557/5000 148/148 [==============================] - 0s 27us/step - loss: 4598.8696 - mean_absolute_error: 48.4715 - val_loss: 9125.2051 - val_mean_absolute_error: 63.6711 Epoch 2558/5000 148/148 [==============================] - 0s 27us/step - loss: 4598.0889 - mean_absolute_error: 48.4675 - val_loss: 9124.4421 - val_mean_absolute_error: 63.6681 Epoch 2559/5000 148/148 [==============================] - 0s 27us/step - loss: 4597.2920 - mean_absolute_error: 48.4636 - val_loss: 9123.6136 - val_mean_absolute_error: 63.6651 Epoch 2560/5000 148/148 [==============================] - 0s 34us/step - loss: 4596.4912 - mean_absolute_error: 48.4596 - val_loss: 9122.8564 - val_mean_absolute_error: 63.6621 Epoch 2561/5000 148/148 [==============================] - 0s 27us/step - loss: 4595.6929 - mean_absolute_error: 48.4554 - val_loss: 9122.1654 - val_mean_absolute_error: 63.6592 Epoch 2562/5000 148/148 [==============================] - 0s 27us/step - loss: 4594.8931 - mean_absolute_error: 48.4508 - val_loss: 9121.4170 - val_mean_absolute_error: 63.6561 Epoch 2563/5000 148/148 [==============================] - 0s 20us/step - loss: 4594.0894 - mean_absolute_error: 48.4463 - val_loss: 9120.6332 - val_mean_absolute_error: 63.6531 Epoch 2564/5000 148/148 [==============================] - 0s 34us/step - loss: 4593.2793 - mean_absolute_error: 48.4420 - val_loss: 9119.7836 - val_mean_absolute_error: 63.6501 Epoch 2565/5000 148/148 [==============================] - 0s 27us/step - loss: 4592.4844 - mean_absolute_error: 48.4380 - val_loss: 9118.9369 - val_mean_absolute_error: 63.6471 Epoch 2566/5000 148/148 [==============================] - 0s 27us/step - loss: 4591.6802 - mean_absolute_error: 48.4337 - val_loss: 9118.1475 - val_mean_absolute_error: 63.6443 Epoch 2567/5000 148/148 [==============================] - 0s 20us/step - loss: 4590.8774 - mean_absolute_error: 48.4293 - val_loss: 9117.3185 - val_mean_absolute_error: 63.6413 Epoch 2568/5000 148/148 [==============================] - 0s 20us/step - loss: 4590.0835 - mean_absolute_error: 48.4252 - val_loss: 9116.5518 - val_mean_absolute_error: 63.6383 Epoch 2569/5000 148/148 [==============================] - 0s 27us/step - loss: 4589.2891 - mean_absolute_error: 48.4209 - val_loss: 9115.7776 - val_mean_absolute_error: 63.6352 Epoch 2570/5000 148/148 [==============================] - 0s 27us/step - loss: 4588.4810 - mean_absolute_error: 48.4168 - val_loss: 9115.0986 - val_mean_absolute_error: 63.6322 Epoch 2571/5000 148/148 [==============================] - 0s 34us/step - loss: 4587.6812 - mean_absolute_error: 48.4125 - val_loss: 9114.3999 - val_mean_absolute_error: 63.6291 Epoch 2572/5000 148/148 [==============================] - 0s 27us/step - loss: 4586.9155 - mean_absolute_error: 48.4082 - val_loss: 9113.6301 - val_mean_absolute_error: 63.6261 Epoch 2573/5000 148/148 [==============================] - 0s 27us/step - loss: 4586.1294 - mean_absolute_error: 48.4042 - val_loss: 9112.8896 - val_mean_absolute_error: 63.6231 Epoch 2574/5000 148/148 [==============================] - 0s 27us/step - loss: 4585.3174 - mean_absolute_error: 48.4000 - val_loss: 9112.1705 - val_mean_absolute_error: 63.6204 Epoch 2575/5000 148/148 [==============================] - 0s 27us/step - loss: 4584.5225 - mean_absolute_error: 48.3957 - val_loss: 9111.4696 - val_mean_absolute_error: 63.6177 Epoch 2576/5000 148/148 [==============================] - 0s 20us/step - loss: 4583.7202 - mean_absolute_error: 48.3914 - val_loss: 9110.7098 - val_mean_absolute_error: 63.6151 Epoch 2577/5000 148/148 [==============================] - 0s 20us/step - loss: 4582.9326 - mean_absolute_error: 48.3875 - val_loss: 9109.8931 - val_mean_absolute_error: 63.6121 Epoch 2578/5000 148/148 [==============================] - 0s 27us/step - loss: 4582.1367 - mean_absolute_error: 48.3835 - val_loss: 9109.1169 - val_mean_absolute_error: 63.6091 Epoch 2579/5000 148/148 [==============================] - 0s 34us/step - loss: 4581.3599 - mean_absolute_error: 48.3791 - val_loss: 9108.2861 - val_mean_absolute_error: 63.6058 Epoch 2580/5000 148/148 [==============================] - 0s 20us/step - loss: 4580.5791 - mean_absolute_error: 48.3749 - val_loss: 9107.5290 - val_mean_absolute_error: 63.6026 Epoch 2581/5000 148/148 [==============================] - 0s 34us/step - loss: 4579.7695 - mean_absolute_error: 48.3706 - val_loss: 9106.8434 - val_mean_absolute_error: 63.5995 Epoch 2582/5000 148/148 [==============================] - 0s 34us/step - loss: 4578.9805 - mean_absolute_error: 48.3663 - val_loss: 9106.1616 - val_mean_absolute_error: 63.5965 Epoch 2583/5000 148/148 [==============================] - 0s 20us/step - loss: 4578.2026 - mean_absolute_error: 48.3621 - val_loss: 9105.4317 - val_mean_absolute_error: 63.5935 Epoch 2584/5000 148/148 [==============================] - 0s 20us/step - loss: 4577.4165 - mean_absolute_error: 48.3580 - val_loss: 9104.6620 - val_mean_absolute_error: 63.5905 Epoch 2585/5000 148/148 [==============================] - 0s 27us/step - loss: 4576.6157 - mean_absolute_error: 48.3539 - val_loss: 9103.9412 - val_mean_absolute_error: 63.5877 Epoch 2586/5000 148/148 [==============================] - 0s 27us/step - loss: 4575.8223 - mean_absolute_error: 48.3497 - val_loss: 9103.2265 - val_mean_absolute_error: 63.5850 Epoch 2587/5000 148/148 [==============================] - 0s 20us/step - loss: 4575.0332 - mean_absolute_error: 48.3453 - val_loss: 9102.4499 - val_mean_absolute_error: 63.5820 Epoch 2588/5000 148/148 [==============================] - 0s 27us/step - loss: 4574.2344 - mean_absolute_error: 48.3407 - val_loss: 9101.6278 - val_mean_absolute_error: 63.5788 Epoch 2589/5000 148/148 [==============================] - 0s 27us/step - loss: 4573.4321 - mean_absolute_error: 48.3363 - val_loss: 9100.7544 - val_mean_absolute_error: 63.5754 Epoch 2590/5000 148/148 [==============================] - 0s 27us/step - loss: 4572.6738 - mean_absolute_error: 48.3323 - val_loss: 9099.9328 - val_mean_absolute_error: 63.5722 Epoch 2591/5000 148/148 [==============================] - 0s 27us/step - loss: 4571.8828 - mean_absolute_error: 48.3282 - val_loss: 9099.1743 - val_mean_absolute_error: 63.5692 Epoch 2592/5000 148/148 [==============================] - 0s 27us/step - loss: 4571.0859 - mean_absolute_error: 48.3240 - val_loss: 9098.5089 - val_mean_absolute_error: 63.5664 Epoch 2593/5000 148/148 [==============================] - 0s 27us/step - loss: 4570.2856 - mean_absolute_error: 48.3197 - val_loss: 9097.8772 - val_mean_absolute_error: 63.5635 Epoch 2594/5000 148/148 [==============================] - 0s 20us/step - loss: 4569.4956 - mean_absolute_error: 48.3152 - val_loss: 9097.1782 - val_mean_absolute_error: 63.5603 Epoch 2595/5000 148/148 [==============================] - 0s 27us/step - loss: 4568.7085 - mean_absolute_error: 48.3108 - val_loss: 9096.3994 - val_mean_absolute_error: 63.5572 Epoch 2596/5000 148/148 [==============================] - 0s 34us/step - loss: 4567.9077 - mean_absolute_error: 48.3069 - val_loss: 9095.5419 - val_mean_absolute_error: 63.5539 Epoch 2597/5000 148/148 [==============================] - 0s 27us/step - loss: 4567.1392 - mean_absolute_error: 48.3032 - val_loss: 9094.7308 - val_mean_absolute_error: 63.5508 Epoch 2598/5000 148/148 [==============================] - 0s 27us/step - loss: 4566.3574 - mean_absolute_error: 48.2992 - val_loss: 9093.9863 - val_mean_absolute_error: 63.5477 Epoch 2599/5000 148/148 [==============================] - 0s 27us/step - loss: 4565.5679 - mean_absolute_error: 48.2946 - val_loss: 9093.3137 - val_mean_absolute_error: 63.5447 Epoch 2600/5000 148/148 [==============================] - 0s 20us/step - loss: 4564.7861 - mean_absolute_error: 48.2900 - val_loss: 9092.6207 - val_mean_absolute_error: 63.5416 Epoch 2601/5000 148/148 [==============================] - 0s 27us/step - loss: 4564.0044 - mean_absolute_error: 48.2856 - val_loss: 9091.8527 - val_mean_absolute_error: 63.5385 Epoch 2602/5000 148/148 [==============================] - 0s 27us/step - loss: 4563.2173 - mean_absolute_error: 48.2815 - val_loss: 9091.0329 - val_mean_absolute_error: 63.5354 Epoch 2603/5000 148/148 [==============================] - 0s 20us/step - loss: 4562.4424 - mean_absolute_error: 48.2778 - val_loss: 9090.1701 - val_mean_absolute_error: 63.5322 Epoch 2604/5000 148/148 [==============================] - 0s 20us/step - loss: 4561.6587 - mean_absolute_error: 48.2742 - val_loss: 9089.3963 - val_mean_absolute_error: 63.5290 Epoch 2605/5000 148/148 [==============================] - 0s 27us/step - loss: 4560.8779 - mean_absolute_error: 48.2702 - val_loss: 9088.6944 - val_mean_absolute_error: 63.5259 Epoch 2606/5000 148/148 [==============================] - 0s 27us/step - loss: 4560.0762 - mean_absolute_error: 48.2657 - val_loss: 9088.0115 - val_mean_absolute_error: 63.5229 Epoch 2607/5000 148/148 [==============================] - 0s 20us/step - loss: 4559.2930 - mean_absolute_error: 48.2609 - val_loss: 9087.2330 - val_mean_absolute_error: 63.5199 Epoch 2608/5000 148/148 [==============================] - 0s 34us/step - loss: 4558.5122 - mean_absolute_error: 48.2566 - val_loss: 9086.3780 - val_mean_absolute_error: 63.5167 Epoch 2609/5000 148/148 [==============================] - 0s 27us/step - loss: 4557.7290 - mean_absolute_error: 48.2524 - val_loss: 9085.5054 - val_mean_absolute_error: 63.5137 Epoch 2610/5000 148/148 [==============================] - 0s 27us/step - loss: 4556.9507 - mean_absolute_error: 48.2485 - val_loss: 9084.7459 - val_mean_absolute_error: 63.5108 Epoch 2611/5000 148/148 [==============================] - 0s 20us/step - loss: 4556.1675 - mean_absolute_error: 48.2445 - val_loss: 9084.0429 - val_mean_absolute_error: 63.5080 Epoch 2612/5000 148/148 [==============================] - 0s 27us/step - loss: 4555.3828 - mean_absolute_error: 48.2403 - val_loss: 9083.3769 - val_mean_absolute_error: 63.5052 Epoch 2613/5000 148/148 [==============================] - 0s 20us/step - loss: 4554.6221 - mean_absolute_error: 48.2360 - val_loss: 9082.6336 - val_mean_absolute_error: 63.5021 Epoch 2614/5000 148/148 [==============================] - 0s 27us/step - loss: 4553.8389 - mean_absolute_error: 48.2319 - val_loss: 9081.8755 - val_mean_absolute_error: 63.4991 Epoch 2615/5000 148/148 [==============================] - 0s 34us/step - loss: 4553.0391 - mean_absolute_error: 48.2280 - val_loss: 9081.1885 - val_mean_absolute_error: 63.4961 Epoch 2616/5000 148/148 [==============================] - 0s 27us/step - loss: 4552.2466 - mean_absolute_error: 48.2239 - val_loss: 9080.5034 - val_mean_absolute_error: 63.4933 Epoch 2617/5000 148/148 [==============================] - 0s 27us/step - loss: 4551.4814 - mean_absolute_error: 48.2199 - val_loss: 9079.8176 - val_mean_absolute_error: 63.4904 Epoch 2618/5000 148/148 [==============================] - 0s 27us/step - loss: 4550.7080 - mean_absolute_error: 48.2156 - val_loss: 9079.0383 - val_mean_absolute_error: 63.4873 Epoch 2619/5000 148/148 [==============================] - 0s 34us/step - loss: 4549.9321 - mean_absolute_error: 48.2115 - val_loss: 9078.2378 - val_mean_absolute_error: 63.4844 Epoch 2620/5000 148/148 [==============================] - 0s 34us/step - loss: 4549.1548 - mean_absolute_error: 48.2077 - val_loss: 9077.4199 - val_mean_absolute_error: 63.4812 Epoch 2621/5000 148/148 [==============================] - 0s 20us/step - loss: 4548.3696 - mean_absolute_error: 48.2036 - val_loss: 9076.6095 - val_mean_absolute_error: 63.4780 Epoch 2622/5000 148/148 [==============================] - 0s 27us/step - loss: 4547.5801 - mean_absolute_error: 48.1995 - val_loss: 9075.8861 - val_mean_absolute_error: 63.4749 Epoch 2623/5000 148/148 [==============================] - 0s 27us/step - loss: 4546.7896 - mean_absolute_error: 48.1950 - val_loss: 9075.2093 - val_mean_absolute_error: 63.4720 Epoch 2624/5000 148/148 [==============================] - 0s 20us/step - loss: 4546.0220 - mean_absolute_error: 48.1907 - val_loss: 9074.4424 - val_mean_absolute_error: 63.4691 Epoch 2625/5000 148/148 [==============================] - 0s 27us/step - loss: 4545.2598 - mean_absolute_error: 48.1866 - val_loss: 9073.6090 - val_mean_absolute_error: 63.4659 Epoch 2626/5000 148/148 [==============================] - 0s 27us/step - loss: 4544.4717 - mean_absolute_error: 48.1826 - val_loss: 9072.8307 - val_mean_absolute_error: 63.4628 Epoch 2627/5000 148/148 [==============================] - 0s 34us/step - loss: 4543.6846 - mean_absolute_error: 48.1785 - val_loss: 9072.0928 - val_mean_absolute_error: 63.4597 Epoch 2628/5000 148/148 [==============================] - 0s 27us/step - loss: 4542.9175 - mean_absolute_error: 48.1743 - val_loss: 9071.3985 - val_mean_absolute_error: 63.4568 Epoch 2629/5000 148/148 [==============================] - 0s 27us/step - loss: 4542.1367 - mean_absolute_error: 48.1700 - val_loss: 9070.6419 - val_mean_absolute_error: 63.4540 Epoch 2630/5000 148/148 [==============================] - 0s 27us/step - loss: 4541.3569 - mean_absolute_error: 48.1661 - val_loss: 9069.8321 - val_mean_absolute_error: 63.4511 Epoch 2631/5000 148/148 [==============================] - 0s 20us/step - loss: 4540.5898 - mean_absolute_error: 48.1624 - val_loss: 9069.0914 - val_mean_absolute_error: 63.4481 Epoch 2632/5000 148/148 [==============================] - 0s 27us/step - loss: 4539.8110 - mean_absolute_error: 48.1580 - val_loss: 9068.3062 - val_mean_absolute_error: 63.4449 Epoch 2633/5000 148/148 [==============================] - 0s 27us/step - loss: 4539.0483 - mean_absolute_error: 48.1536 - val_loss: 9067.4523 - val_mean_absolute_error: 63.4417 Epoch 2634/5000 148/148 [==============================] - 0s 27us/step - loss: 4538.2852 - mean_absolute_error: 48.1496 - val_loss: 9066.6753 - val_mean_absolute_error: 63.4386 Epoch 2635/5000 148/148 [==============================] - 0s 20us/step - loss: 4537.5171 - mean_absolute_error: 48.1455 - val_loss: 9066.0118 - val_mean_absolute_error: 63.4358 Epoch 2636/5000 148/148 [==============================] - 0s 34us/step - loss: 4536.7437 - mean_absolute_error: 48.1411 - val_loss: 9065.2911 - val_mean_absolute_error: 63.4327 Epoch 2637/5000 148/148 [==============================] - 0s 27us/step - loss: 4535.9702 - mean_absolute_error: 48.1370 - val_loss: 9064.5199 - val_mean_absolute_error: 63.4296 Epoch 2638/5000 148/148 [==============================] - 0s 27us/step - loss: 4535.1938 - mean_absolute_error: 48.1329 - val_loss: 9063.8164 - val_mean_absolute_error: 63.4268 Epoch 2639/5000 148/148 [==============================] - 0s 27us/step - loss: 4534.4058 - mean_absolute_error: 48.1287 - val_loss: 9063.1005 - val_mean_absolute_error: 63.4241 Epoch 2640/5000 148/148 [==============================] - 0s 27us/step - loss: 4533.6055 - mean_absolute_error: 48.1246 - val_loss: 9062.4161 - val_mean_absolute_error: 63.4213 Epoch 2641/5000 148/148 [==============================] - 0s 27us/step - loss: 4532.8179 - mean_absolute_error: 48.1200 - val_loss: 9061.6560 - val_mean_absolute_error: 63.4183 Epoch 2642/5000 148/148 [==============================] - 0s 27us/step - loss: 4532.0215 - mean_absolute_error: 48.1157 - val_loss: 9060.8615 - val_mean_absolute_error: 63.4152 Epoch 2643/5000 148/148 [==============================] - 0s 27us/step - loss: 4531.2251 - mean_absolute_error: 48.1115 - val_loss: 9060.0350 - val_mean_absolute_error: 63.4122 Epoch 2644/5000 148/148 [==============================] - 0s 27us/step - loss: 4530.4302 - mean_absolute_error: 48.1076 - val_loss: 9059.2778 - val_mean_absolute_error: 63.4093 Epoch 2645/5000 148/148 [==============================] - 0s 34us/step - loss: 4529.6265 - mean_absolute_error: 48.1036 - val_loss: 9058.5881 - val_mean_absolute_error: 63.4064 Epoch 2646/5000 148/148 [==============================] - 0s 20us/step - loss: 4528.8296 - mean_absolute_error: 48.0990 - val_loss: 9057.9179 - val_mean_absolute_error: 63.4037 Epoch 2647/5000 148/148 [==============================] - 0s 27us/step - loss: 4528.0317 - mean_absolute_error: 48.0945 - val_loss: 9057.1964 - val_mean_absolute_error: 63.4009 Epoch 2648/5000 148/148 [==============================] - 0s 27us/step - loss: 4527.2393 - mean_absolute_error: 48.0902 - val_loss: 9056.4194 - val_mean_absolute_error: 63.3979 Epoch 2649/5000 148/148 [==============================] - 0s 34us/step - loss: 4526.4297 - mean_absolute_error: 48.0860 - val_loss: 9055.6021 - val_mean_absolute_error: 63.3949 Epoch 2650/5000 148/148 [==============================] - 0s 27us/step - loss: 4525.6372 - mean_absolute_error: 48.0820 - val_loss: 9054.8696 - val_mean_absolute_error: 63.3923 Epoch 2651/5000 148/148 [==============================] - 0s 20us/step - loss: 4524.8286 - mean_absolute_error: 48.0776 - val_loss: 9054.2026 - val_mean_absolute_error: 63.3899 Epoch 2652/5000 148/148 [==============================] - 0s 34us/step - loss: 4524.0190 - mean_absolute_error: 48.0730 - val_loss: 9053.4272 - val_mean_absolute_error: 63.3872 Epoch 2653/5000 148/148 [==============================] - 0s 20us/step - loss: 4523.2285 - mean_absolute_error: 48.0688 - val_loss: 9052.6285 - val_mean_absolute_error: 63.3844 Epoch 2654/5000 148/148 [==============================] - 0s 27us/step - loss: 4522.4204 - mean_absolute_error: 48.0645 - val_loss: 9051.8174 - val_mean_absolute_error: 63.3814 Epoch 2655/5000 148/148 [==============================] - 0s 34us/step - loss: 4521.6104 - mean_absolute_error: 48.0602 - val_loss: 9051.0842 - val_mean_absolute_error: 63.3785 Epoch 2656/5000 148/148 [==============================] - 0s 20us/step - loss: 4520.8125 - mean_absolute_error: 48.0558 - val_loss: 9050.3620 - val_mean_absolute_error: 63.3758 Epoch 2657/5000 148/148 [==============================] - 0s 27us/step - loss: 4520.0044 - mean_absolute_error: 48.0516 - val_loss: 9049.6624 - val_mean_absolute_error: 63.3732 Epoch 2658/5000 148/148 [==============================] - 0s 20us/step - loss: 4519.2246 - mean_absolute_error: 48.0475 - val_loss: 9048.9098 - val_mean_absolute_error: 63.3705 Epoch 2659/5000 148/148 [==============================] - 0s 27us/step - loss: 4518.4204 - mean_absolute_error: 48.0434 - val_loss: 9048.1060 - val_mean_absolute_error: 63.3677 Epoch 2660/5000 148/148 [==============================] - 0s 20us/step - loss: 4517.6001 - mean_absolute_error: 48.0394 - val_loss: 9047.3565 - val_mean_absolute_error: 63.3648 Epoch 2661/5000 148/148 [==============================] - 0s 27us/step - loss: 4516.7876 - mean_absolute_error: 48.0352 - val_loss: 9046.6466 - val_mean_absolute_error: 63.3623 Epoch 2662/5000 148/148 [==============================] - 0s 27us/step - loss: 4515.9731 - mean_absolute_error: 48.0309 - val_loss: 9045.9946 - val_mean_absolute_error: 63.3600 Epoch 2663/5000 148/148 [==============================] - 0s 20us/step - loss: 4515.1670 - mean_absolute_error: 48.0266 - val_loss: 9045.2692 - val_mean_absolute_error: 63.3575 Epoch 2664/5000 148/148 [==============================] - 0s 27us/step - loss: 4514.3599 - mean_absolute_error: 48.0224 - val_loss: 9044.5047 - val_mean_absolute_error: 63.3549 Epoch 2665/5000 148/148 [==============================] - 0s 27us/step - loss: 4513.5425 - mean_absolute_error: 48.0183 - val_loss: 9043.7207 - val_mean_absolute_error: 63.3521 Epoch 2666/5000 148/148 [==============================] - 0s 20us/step - loss: 4512.7358 - mean_absolute_error: 48.0141 - val_loss: 9043.0472 - val_mean_absolute_error: 63.3496 Epoch 2667/5000 148/148 [==============================] - 0s 27us/step - loss: 4511.9282 - mean_absolute_error: 48.0095 - val_loss: 9042.3113 - val_mean_absolute_error: 63.3472 Epoch 2668/5000 148/148 [==============================] - 0s 27us/step - loss: 4511.1143 - mean_absolute_error: 48.0052 - val_loss: 9041.5821 - val_mean_absolute_error: 63.3448 Epoch 2669/5000 148/148 [==============================] - 0s 27us/step - loss: 4510.3052 - mean_absolute_error: 48.0010 - val_loss: 9040.8332 - val_mean_absolute_error: 63.3423 Epoch 2670/5000 148/148 [==============================] - 0s 27us/step - loss: 4509.5005 - mean_absolute_error: 47.9968 - val_loss: 9040.0320 - val_mean_absolute_error: 63.3396 Epoch 2671/5000 148/148 [==============================] - 0s 27us/step - loss: 4508.6929 - mean_absolute_error: 47.9926 - val_loss: 9039.2943 - val_mean_absolute_error: 63.3369 Epoch 2672/5000 148/148 [==============================] - 0s 20us/step - loss: 4507.8853 - mean_absolute_error: 47.9883 - val_loss: 9038.6210 - val_mean_absolute_error: 63.3345 Epoch 2673/5000 148/148 [==============================] - 0s 20us/step - loss: 4507.0762 - mean_absolute_error: 47.9839 - val_loss: 9037.9752 - val_mean_absolute_error: 63.3322 Epoch 2674/5000 148/148 [==============================] - 0s 27us/step - loss: 4506.2681 - mean_absolute_error: 47.9796 - val_loss: 9037.2409 - val_mean_absolute_error: 63.3298 Epoch 2675/5000 148/148 [==============================] - 0s 20us/step - loss: 4505.4629 - mean_absolute_error: 47.9754 - val_loss: 9036.4410 - val_mean_absolute_error: 63.3271 Epoch 2676/5000 148/148 [==============================] - 0s 20us/step - loss: 4504.6548 - mean_absolute_error: 47.9715 - val_loss: 9035.6733 - val_mean_absolute_error: 63.3243 Epoch 2677/5000 148/148 [==============================] - 0s 20us/step - loss: 4503.8384 - mean_absolute_error: 47.9670 - val_loss: 9034.9210 - val_mean_absolute_error: 63.3217 Epoch 2678/5000 148/148 [==============================] - 0s 27us/step - loss: 4503.0371 - mean_absolute_error: 47.9626 - val_loss: 9034.1796 - val_mean_absolute_error: 63.3192 Epoch 2679/5000 148/148 [==============================] - 0s 34us/step - loss: 4502.2378 - mean_absolute_error: 47.9583 - val_loss: 9033.4384 - val_mean_absolute_error: 63.3167 Epoch 2680/5000 148/148 [==============================] - 0s 34us/step - loss: 4501.4258 - mean_absolute_error: 47.9540 - val_loss: 9032.7057 - val_mean_absolute_error: 63.3142 Epoch 2681/5000 148/148 [==============================] - 0s 27us/step - loss: 4500.6284 - mean_absolute_error: 47.9498 - val_loss: 9031.9996 - val_mean_absolute_error: 63.3117 Epoch 2682/5000 148/148 [==============================] - 0s 34us/step - loss: 4499.8169 - mean_absolute_error: 47.9454 - val_loss: 9031.3548 - val_mean_absolute_error: 63.3095 Epoch 2683/5000 148/148 [==============================] - 0s 34us/step - loss: 4498.9961 - mean_absolute_error: 47.9410 - val_loss: 9030.6574 - val_mean_absolute_error: 63.3072 Epoch 2684/5000 148/148 [==============================] - 0s 27us/step - loss: 4498.1943 - mean_absolute_error: 47.9368 - val_loss: 9029.8848 - val_mean_absolute_error: 63.3046 Epoch 2685/5000 148/148 [==============================] - 0s 34us/step - loss: 4497.3955 - mean_absolute_error: 47.9328 - val_loss: 9029.1574 - val_mean_absolute_error: 63.3020 Epoch 2686/5000 148/148 [==============================] - 0s 41us/step - loss: 4496.5972 - mean_absolute_error: 47.9286 - val_loss: 9028.4468 - val_mean_absolute_error: 63.2995 Epoch 2687/5000 148/148 [==============================] - 0s 27us/step - loss: 4495.7832 - mean_absolute_error: 47.9241 - val_loss: 9027.7372 - val_mean_absolute_error: 63.2970 Epoch 2688/5000 148/148 [==============================] - 0s 27us/step - loss: 4494.9893 - mean_absolute_error: 47.9197 - val_loss: 9026.9765 - val_mean_absolute_error: 63.2944 Epoch 2689/5000 148/148 [==============================] - 0s 27us/step - loss: 4494.1919 - mean_absolute_error: 47.9153 - val_loss: 9026.1840 - val_mean_absolute_error: 63.2916 Epoch 2690/5000 148/148 [==============================] - 0s 27us/step - loss: 4493.3784 - mean_absolute_error: 47.9112 - val_loss: 9025.4046 - val_mean_absolute_error: 63.2889 Epoch 2691/5000 148/148 [==============================] - 0s 27us/step - loss: 4492.5688 - mean_absolute_error: 47.9071 - val_loss: 9024.7121 - val_mean_absolute_error: 63.2863 Epoch 2692/5000 148/148 [==============================] - 0s 34us/step - loss: 4491.7939 - mean_absolute_error: 47.9028 - val_loss: 9024.0420 - val_mean_absolute_error: 63.2838 Epoch 2693/5000 148/148 [==============================] - 0s 27us/step - loss: 4490.9951 - mean_absolute_error: 47.8984 - val_loss: 9023.3339 - val_mean_absolute_error: 63.2814 Epoch 2694/5000 148/148 [==============================] - 0s 27us/step - loss: 4490.1616 - mean_absolute_error: 47.8942 - val_loss: 9022.6593 - val_mean_absolute_error: 63.2791 Epoch 2695/5000 148/148 [==============================] - 0s 27us/step - loss: 4489.3770 - mean_absolute_error: 47.8900 - val_loss: 9021.9332 - val_mean_absolute_error: 63.2766 Epoch 2696/5000 148/148 [==============================] - 0s 20us/step - loss: 4488.5840 - mean_absolute_error: 47.8859 - val_loss: 9021.1617 - val_mean_absolute_error: 63.2741 Epoch 2697/5000 148/148 [==============================] - 0s 27us/step - loss: 4487.7808 - mean_absolute_error: 47.8818 - val_loss: 9020.4382 - val_mean_absolute_error: 63.2715 Epoch 2698/5000 148/148 [==============================] - 0s 27us/step - loss: 4486.9824 - mean_absolute_error: 47.8774 - val_loss: 9019.7541 - val_mean_absolute_error: 63.2691 Epoch 2699/5000 148/148 [==============================] - 0s 20us/step - loss: 4486.1704 - mean_absolute_error: 47.8727 - val_loss: 9019.1100 - val_mean_absolute_error: 63.2669 Epoch 2700/5000 148/148 [==============================] - 0s 27us/step - loss: 4485.3618 - mean_absolute_error: 47.8681 - val_loss: 9018.4577 - val_mean_absolute_error: 63.2647 Epoch 2701/5000 148/148 [==============================] - 0s 20us/step - loss: 4484.5664 - mean_absolute_error: 47.8637 - val_loss: 9017.7838 - val_mean_absolute_error: 63.2623 Epoch 2702/5000 148/148 [==============================] - 0s 20us/step - loss: 4483.7686 - mean_absolute_error: 47.8594 - val_loss: 9017.0713 - val_mean_absolute_error: 63.2598 Epoch 2703/5000 148/148 [==============================] - 0s 27us/step - loss: 4482.9585 - mean_absolute_error: 47.8552 - val_loss: 9016.2857 - val_mean_absolute_error: 63.2572 Epoch 2704/5000 148/148 [==============================] - 0s 20us/step - loss: 4482.1641 - mean_absolute_error: 47.8512 - val_loss: 9015.5167 - val_mean_absolute_error: 63.2546 Epoch 2705/5000 148/148 [==============================] - 0s 20us/step - loss: 4481.3799 - mean_absolute_error: 47.8472 - val_loss: 9014.7923 - val_mean_absolute_error: 63.2520 Epoch 2706/5000 148/148 [==============================] - 0s 34us/step - loss: 4480.5757 - mean_absolute_error: 47.8429 - val_loss: 9014.1138 - val_mean_absolute_error: 63.2495 Epoch 2707/5000 148/148 [==============================] - 0s 27us/step - loss: 4479.7764 - mean_absolute_error: 47.8385 - val_loss: 9013.4605 - val_mean_absolute_error: 63.2470 Epoch 2708/5000 148/148 [==============================] - 0s 20us/step - loss: 4478.9746 - mean_absolute_error: 47.8341 - val_loss: 9012.8597 - val_mean_absolute_error: 63.2447 Epoch 2709/5000 148/148 [==============================] - 0s 34us/step - loss: 4478.1763 - mean_absolute_error: 47.8296 - val_loss: 9012.1712 - val_mean_absolute_error: 63.2423 Epoch 2710/5000 148/148 [==============================] - 0s 27us/step - loss: 4477.3716 - mean_absolute_error: 47.8253 - val_loss: 9011.4440 - val_mean_absolute_error: 63.2397 Epoch 2711/5000 148/148 [==============================] - 0s 27us/step - loss: 4476.5684 - mean_absolute_error: 47.8212 - val_loss: 9010.6942 - val_mean_absolute_error: 63.2370 Epoch 2712/5000 148/148 [==============================] - 0s 20us/step - loss: 4475.7920 - mean_absolute_error: 47.8170 - val_loss: 9009.9021 - val_mean_absolute_error: 63.2340 Epoch 2713/5000 148/148 [==============================] - 0s 27us/step - loss: 4474.9971 - mean_absolute_error: 47.8127 - val_loss: 9009.0717 - val_mean_absolute_error: 63.2311 Epoch 2714/5000 148/148 [==============================] - 0s 27us/step - loss: 4474.2002 - mean_absolute_error: 47.8088 - val_loss: 9008.2817 - val_mean_absolute_error: 63.2283 Epoch 2715/5000 148/148 [==============================] - 0s 27us/step - loss: 4473.3784 - mean_absolute_error: 47.8044 - val_loss: 9007.5666 - val_mean_absolute_error: 63.2255 Epoch 2716/5000 148/148 [==============================] - 0s 27us/step - loss: 4472.5879 - mean_absolute_error: 47.7998 - val_loss: 9006.9263 - val_mean_absolute_error: 63.2229 Epoch 2717/5000 148/148 [==============================] - 0s 27us/step - loss: 4471.8096 - mean_absolute_error: 47.7950 - val_loss: 9006.2437 - val_mean_absolute_error: 63.2202 Epoch 2718/5000 148/148 [==============================] - 0s 27us/step - loss: 4471.0205 - mean_absolute_error: 47.7905 - val_loss: 9005.5287 - val_mean_absolute_error: 63.2174 Epoch 2719/5000 148/148 [==============================] - 0s 27us/step - loss: 4470.2251 - mean_absolute_error: 47.7862 - val_loss: 9004.7544 - val_mean_absolute_error: 63.2147 Epoch 2720/5000 148/148 [==============================] - 0s 27us/step - loss: 4469.4082 - mean_absolute_error: 47.7822 - val_loss: 9004.0223 - val_mean_absolute_error: 63.2122 Epoch 2721/5000 148/148 [==============================] - 0s 27us/step - loss: 4468.6108 - mean_absolute_error: 47.7782 - val_loss: 9003.2992 - val_mean_absolute_error: 63.2096 Epoch 2722/5000 148/148 [==============================] - 0s 27us/step - loss: 4467.8101 - mean_absolute_error: 47.7742 - val_loss: 9002.6169 - val_mean_absolute_error: 63.2071 Epoch 2723/5000 148/148 [==============================] - 0s 20us/step - loss: 4466.9941 - mean_absolute_error: 47.7699 - val_loss: 9001.9609 - val_mean_absolute_error: 63.2045 Epoch 2724/5000 148/148 [==============================] - 0s 27us/step - loss: 4466.1826 - mean_absolute_error: 47.7652 - val_loss: 9001.2532 - val_mean_absolute_error: 63.2018 Epoch 2725/5000 148/148 [==============================] - 0s 27us/step - loss: 4465.4146 - mean_absolute_error: 47.7608 - val_loss: 9000.4848 - val_mean_absolute_error: 63.1991 Epoch 2726/5000 148/148 [==============================] - 0s 27us/step - loss: 4464.6235 - mean_absolute_error: 47.7565 - val_loss: 8999.6741 - val_mean_absolute_error: 63.1964 Epoch 2727/5000 148/148 [==============================] - 0s 20us/step - loss: 4463.7993 - mean_absolute_error: 47.7525 - val_loss: 8998.9411 - val_mean_absolute_error: 63.1938 Epoch 2728/5000 148/148 [==============================] - 0s 27us/step - loss: 4462.9766 - mean_absolute_error: 47.7484 - val_loss: 8998.1562 - val_mean_absolute_error: 63.1909 Epoch 2729/5000 148/148 [==============================] - 0s 34us/step - loss: 4462.1855 - mean_absolute_error: 47.7441 - val_loss: 8997.4296 - val_mean_absolute_error: 63.1881 Epoch 2730/5000 148/148 [==============================] - 0s 20us/step - loss: 4461.3984 - mean_absolute_error: 47.7397 - val_loss: 8996.6496 - val_mean_absolute_error: 63.1852 Epoch 2731/5000 148/148 [==============================] - 0s 27us/step - loss: 4460.6011 - mean_absolute_error: 47.7354 - val_loss: 8995.9502 - val_mean_absolute_error: 63.1824 Epoch 2732/5000 148/148 [==============================] - 0s 27us/step - loss: 4459.8052 - mean_absolute_error: 47.7309 - val_loss: 8995.1987 - val_mean_absolute_error: 63.1798 Epoch 2733/5000 148/148 [==============================] - 0s 27us/step - loss: 4459.0049 - mean_absolute_error: 47.7267 - val_loss: 8994.5266 - val_mean_absolute_error: 63.1774 Epoch 2734/5000 148/148 [==============================] - 0s 27us/step - loss: 4458.2046 - mean_absolute_error: 47.7224 - val_loss: 8993.7984 - val_mean_absolute_error: 63.1750 Epoch 2735/5000 148/148 [==============================] - 0s 27us/step - loss: 4457.4121 - mean_absolute_error: 47.7183 - val_loss: 8993.1408 - val_mean_absolute_error: 63.1725 Epoch 2736/5000 148/148 [==============================] - 0s 27us/step - loss: 4456.5967 - mean_absolute_error: 47.7138 - val_loss: 8992.4604 - val_mean_absolute_error: 63.1699 Epoch 2737/5000 148/148 [==============================] - 0s 27us/step - loss: 4455.8110 - mean_absolute_error: 47.7093 - val_loss: 8991.6752 - val_mean_absolute_error: 63.1671 Epoch 2738/5000 148/148 [==============================] - 0s 27us/step - loss: 4455.0254 - mean_absolute_error: 47.7051 - val_loss: 8990.8835 - val_mean_absolute_error: 63.1644 Epoch 2739/5000 148/148 [==============================] - 0s 41us/step - loss: 4454.2104 - mean_absolute_error: 47.7007 - val_loss: 8990.1082 - val_mean_absolute_error: 63.1617 Epoch 2740/5000 148/148 [==============================] - 0s 27us/step - loss: 4453.3984 - mean_absolute_error: 47.6964 - val_loss: 8989.3745 - val_mean_absolute_error: 63.1590 Epoch 2741/5000 148/148 [==============================] - 0s 20us/step - loss: 4452.6113 - mean_absolute_error: 47.6920 - val_loss: 8988.6042 - val_mean_absolute_error: 63.1561 Epoch 2742/5000 148/148 [==============================] - 0s 27us/step - loss: 4451.8115 - mean_absolute_error: 47.6878 - val_loss: 8987.8291 - val_mean_absolute_error: 63.1532 Epoch 2743/5000 148/148 [==============================] - 0s 27us/step - loss: 4451.0132 - mean_absolute_error: 47.6836 - val_loss: 8987.1485 - val_mean_absolute_error: 63.1505 Epoch 2744/5000 148/148 [==============================] - 0s 27us/step - loss: 4450.2002 - mean_absolute_error: 47.6793 - val_loss: 8986.5498 - val_mean_absolute_error: 63.1479 Epoch 2745/5000 148/148 [==============================] - 0s 27us/step - loss: 4449.4209 - mean_absolute_error: 47.6748 - val_loss: 8985.8507 - val_mean_absolute_error: 63.1453 Epoch 2746/5000 148/148 [==============================] - 0s 27us/step - loss: 4448.6328 - mean_absolute_error: 47.6705 - val_loss: 8985.0518 - val_mean_absolute_error: 63.1424 Epoch 2747/5000 148/148 [==============================] - 0s 34us/step - loss: 4447.8223 - mean_absolute_error: 47.6665 - val_loss: 8984.2229 - val_mean_absolute_error: 63.1396 Epoch 2748/5000 148/148 [==============================] - 0s 27us/step - loss: 4447.0464 - mean_absolute_error: 47.6627 - val_loss: 8983.4717 - val_mean_absolute_error: 63.1369 Epoch 2749/5000 148/148 [==============================] - 0s 27us/step - loss: 4446.2397 - mean_absolute_error: 47.6581 - val_loss: 8982.7629 - val_mean_absolute_error: 63.1340 Epoch 2750/5000 148/148 [==============================] - 0s 27us/step - loss: 4445.4302 - mean_absolute_error: 47.6534 - val_loss: 8981.9758 - val_mean_absolute_error: 63.1311 Epoch 2751/5000 148/148 [==============================] - 0s 27us/step - loss: 4444.6367 - mean_absolute_error: 47.6490 - val_loss: 8981.2246 - val_mean_absolute_error: 63.1284 Epoch 2752/5000 148/148 [==============================] - 0s 27us/step - loss: 4443.8350 - mean_absolute_error: 47.6445 - val_loss: 8980.4050 - val_mean_absolute_error: 63.1258 Epoch 2753/5000 148/148 [==============================] - 0s 20us/step - loss: 4443.0425 - mean_absolute_error: 47.6404 - val_loss: 8979.6931 - val_mean_absolute_error: 63.1233 Epoch 2754/5000 148/148 [==============================] - 0s 27us/step - loss: 4442.2593 - mean_absolute_error: 47.6361 - val_loss: 8978.9370 - val_mean_absolute_error: 63.1207 Epoch 2755/5000 148/148 [==============================] - 0s 34us/step - loss: 4441.4609 - mean_absolute_error: 47.6319 - val_loss: 8978.2128 - val_mean_absolute_error: 63.1180 Epoch 2756/5000 148/148 [==============================] - 0s 27us/step - loss: 4440.6611 - mean_absolute_error: 47.6273 - val_loss: 8977.4942 - val_mean_absolute_error: 63.1154 Epoch 2757/5000 148/148 [==============================] - 0s 27us/step - loss: 4439.8809 - mean_absolute_error: 47.6228 - val_loss: 8976.8529 - val_mean_absolute_error: 63.1128 Epoch 2758/5000 148/148 [==============================] - 0s 27us/step - loss: 4439.0967 - mean_absolute_error: 47.6183 - val_loss: 8976.1582 - val_mean_absolute_error: 63.1102 Epoch 2759/5000 148/148 [==============================] - 0s 27us/step - loss: 4438.2871 - mean_absolute_error: 47.6140 - val_loss: 8975.3686 - val_mean_absolute_error: 63.1075 Epoch 2760/5000 148/148 [==============================] - 0s 20us/step - loss: 4437.5186 - mean_absolute_error: 47.6103 - val_loss: 8974.6025 - val_mean_absolute_error: 63.1048 Epoch 2761/5000 148/148 [==============================] - 0s 34us/step - loss: 4436.7446 - mean_absolute_error: 47.6060 - val_loss: 8973.8799 - val_mean_absolute_error: 63.1019 Epoch 2762/5000 148/148 [==============================] - 0s 27us/step - loss: 4435.9619 - mean_absolute_error: 47.6014 - val_loss: 8973.1235 - val_mean_absolute_error: 63.0991 Epoch 2763/5000 148/148 [==============================] - 0s 27us/step - loss: 4435.1890 - mean_absolute_error: 47.5969 - val_loss: 8972.3298 - val_mean_absolute_error: 63.0964 Epoch 2764/5000 148/148 [==============================] - 0s 20us/step - loss: 4434.3984 - mean_absolute_error: 47.5924 - val_loss: 8971.4996 - val_mean_absolute_error: 63.0936 Epoch 2765/5000 148/148 [==============================] - 0s 27us/step - loss: 4433.6113 - mean_absolute_error: 47.5881 - val_loss: 8970.7491 - val_mean_absolute_error: 63.0910 Epoch 2766/5000 148/148 [==============================] - 0s 27us/step - loss: 4432.8296 - mean_absolute_error: 47.5837 - val_loss: 8970.0735 - val_mean_absolute_error: 63.0884 Epoch 2767/5000 148/148 [==============================] - 0s 27us/step - loss: 4432.0503 - mean_absolute_error: 47.5792 - val_loss: 8969.3841 - val_mean_absolute_error: 63.0858 Epoch 2768/5000 148/148 [==============================] - 0s 27us/step - loss: 4431.2656 - mean_absolute_error: 47.5749 - val_loss: 8968.7173 - val_mean_absolute_error: 63.0832 Epoch 2769/5000 148/148 [==============================] - 0s 27us/step - loss: 4430.4868 - mean_absolute_error: 47.5705 - val_loss: 8968.0265 - val_mean_absolute_error: 63.0805 Epoch 2770/5000 148/148 [==============================] - 0s 27us/step - loss: 4429.7095 - mean_absolute_error: 47.5661 - val_loss: 8967.3184 - val_mean_absolute_error: 63.0776 Epoch 2771/5000 148/148 [==============================] - 0s 20us/step - loss: 4428.9424 - mean_absolute_error: 47.5618 - val_loss: 8966.4914 - val_mean_absolute_error: 63.0747 Epoch 2772/5000 148/148 [==============================] - 0s 27us/step - loss: 4428.1548 - mean_absolute_error: 47.5577 - val_loss: 8965.7045 - val_mean_absolute_error: 63.0718 Epoch 2773/5000 148/148 [==============================] - 0s 34us/step - loss: 4427.3906 - mean_absolute_error: 47.5537 - val_loss: 8964.9277 - val_mean_absolute_error: 63.0690 Epoch 2774/5000 148/148 [==============================] - 0s 27us/step - loss: 4426.6143 - mean_absolute_error: 47.5494 - val_loss: 8964.2110 - val_mean_absolute_error: 63.0662 Epoch 2775/5000 148/148 [==============================] - 0s 27us/step - loss: 4425.8574 - mean_absolute_error: 47.5449 - val_loss: 8963.4749 - val_mean_absolute_error: 63.0634 Epoch 2776/5000 148/148 [==============================] - 0s 27us/step - loss: 4425.0864 - mean_absolute_error: 47.5407 - val_loss: 8962.7139 - val_mean_absolute_error: 63.0607 Epoch 2777/5000 148/148 [==============================] - 0s 27us/step - loss: 4424.3032 - mean_absolute_error: 47.5365 - val_loss: 8961.9617 - val_mean_absolute_error: 63.0579 Epoch 2778/5000 148/148 [==============================] - 0s 20us/step - loss: 4423.5234 - mean_absolute_error: 47.5322 - val_loss: 8961.2921 - val_mean_absolute_error: 63.0551 Epoch 2779/5000 148/148 [==============================] - 0s 27us/step - loss: 4422.7578 - mean_absolute_error: 47.5277 - val_loss: 8960.5324 - val_mean_absolute_error: 63.0522 Epoch 2780/5000 148/148 [==============================] - 0s 27us/step - loss: 4421.9995 - mean_absolute_error: 47.5233 - val_loss: 8959.7386 - val_mean_absolute_error: 63.0492 Epoch 2781/5000 148/148 [==============================] - 0s 27us/step - loss: 4421.2153 - mean_absolute_error: 47.5188 - val_loss: 8958.8568 - val_mean_absolute_error: 63.0461 Epoch 2782/5000 148/148 [==============================] - 0s 34us/step - loss: 4420.4580 - mean_absolute_error: 47.5147 - val_loss: 8958.0403 - val_mean_absolute_error: 63.0431 Epoch 2783/5000 148/148 [==============================] - 0s 20us/step - loss: 4419.6987 - mean_absolute_error: 47.5105 - val_loss: 8957.3112 - val_mean_absolute_error: 63.0402 Epoch 2784/5000 148/148 [==============================] - 0s 27us/step - loss: 4418.9453 - mean_absolute_error: 47.5059 - val_loss: 8956.5611 - val_mean_absolute_error: 63.0372 Epoch 2785/5000 148/148 [==============================] - 0s 34us/step - loss: 4418.1733 - mean_absolute_error: 47.5015 - val_loss: 8955.8053 - val_mean_absolute_error: 63.0343 Epoch 2786/5000 148/148 [==============================] - 0s 20us/step - loss: 4417.3994 - mean_absolute_error: 47.4974 - val_loss: 8955.1314 - val_mean_absolute_error: 63.0319 Epoch 2787/5000 148/148 [==============================] - 0s 20us/step - loss: 4416.6226 - mean_absolute_error: 47.4931 - val_loss: 8954.5154 - val_mean_absolute_error: 63.0296 Epoch 2788/5000 148/148 [==============================] - 0s 20us/step - loss: 4415.8413 - mean_absolute_error: 47.4887 - val_loss: 8953.8111 - val_mean_absolute_error: 63.0272 Epoch 2789/5000 148/148 [==============================] - 0s 27us/step - loss: 4415.0986 - mean_absolute_error: 47.4846 - val_loss: 8953.0145 - val_mean_absolute_error: 63.0244 Epoch 2790/5000 148/148 [==============================] - 0s 27us/step - loss: 4414.3311 - mean_absolute_error: 47.4804 - val_loss: 8952.2664 - val_mean_absolute_error: 63.0217 Epoch 2791/5000 148/148 [==============================] - 0s 20us/step - loss: 4413.5527 - mean_absolute_error: 47.4757 - val_loss: 8951.4753 - val_mean_absolute_error: 63.0188 Epoch 2792/5000 148/148 [==============================] - 0s 41us/step - loss: 4412.7842 - mean_absolute_error: 47.4712 - val_loss: 8950.7135 - val_mean_absolute_error: 63.0160 Epoch 2793/5000 148/148 [==============================] - 0s 20us/step - loss: 4412.0229 - mean_absolute_error: 47.4668 - val_loss: 8949.9277 - val_mean_absolute_error: 63.0133 Epoch 2794/5000 148/148 [==============================] - 0s 27us/step - loss: 4411.2524 - mean_absolute_error: 47.4626 - val_loss: 8949.2451 - val_mean_absolute_error: 63.0107 Epoch 2795/5000 148/148 [==============================] - 0s 27us/step - loss: 4410.4971 - mean_absolute_error: 47.4582 - val_loss: 8948.5046 - val_mean_absolute_error: 63.0079 Epoch 2796/5000 148/148 [==============================] - 0s 27us/step - loss: 4409.7256 - mean_absolute_error: 47.4538 - val_loss: 8947.6492 - val_mean_absolute_error: 63.0049 Epoch 2797/5000 148/148 [==============================] - 0s 27us/step - loss: 4408.9609 - mean_absolute_error: 47.4498 - val_loss: 8946.8136 - val_mean_absolute_error: 63.0020 Epoch 2798/5000 148/148 [==============================] - 0s 27us/step - loss: 4408.2041 - mean_absolute_error: 47.4457 - val_loss: 8946.0232 - val_mean_absolute_error: 62.9991 Epoch 2799/5000 148/148 [==============================] - 0s 27us/step - loss: 4407.4453 - mean_absolute_error: 47.4414 - val_loss: 8945.3523 - val_mean_absolute_error: 62.9965 Epoch 2800/5000 148/148 [==============================] - 0s 27us/step - loss: 4406.6748 - mean_absolute_error: 47.4369 - val_loss: 8944.7892 - val_mean_absolute_error: 62.9942 Epoch 2801/5000 148/148 [==============================] - 0s 27us/step - loss: 4405.9233 - mean_absolute_error: 47.4322 - val_loss: 8944.1373 - val_mean_absolute_error: 62.9918 Epoch 2802/5000 148/148 [==============================] - 0s 27us/step - loss: 4405.1802 - mean_absolute_error: 47.4278 - val_loss: 8943.3620 - val_mean_absolute_error: 62.9891 Epoch 2803/5000 148/148 [==============================] - 0s 27us/step - loss: 4404.4097 - mean_absolute_error: 47.4236 - val_loss: 8942.5505 - val_mean_absolute_error: 62.9863 Epoch 2804/5000 148/148 [==============================] - 0s 34us/step - loss: 4403.6421 - mean_absolute_error: 47.4194 - val_loss: 8941.7430 - val_mean_absolute_error: 62.9835 Epoch 2805/5000 148/148 [==============================] - 0s 20us/step - loss: 4402.9033 - mean_absolute_error: 47.4153 - val_loss: 8941.0105 - val_mean_absolute_error: 62.9809 Epoch 2806/5000 148/148 [==============================] - 0s 27us/step - loss: 4402.1484 - mean_absolute_error: 47.4109 - val_loss: 8940.3099 - val_mean_absolute_error: 62.9785 Epoch 2807/5000 148/148 [==============================] - 0s 20us/step - loss: 4401.3672 - mean_absolute_error: 47.4062 - val_loss: 8939.5843 - val_mean_absolute_error: 62.9760 Epoch 2808/5000 148/148 [==============================] - 0s 27us/step - loss: 4400.6094 - mean_absolute_error: 47.4019 - val_loss: 8938.7752 - val_mean_absolute_error: 62.9732 Epoch 2809/5000 148/148 [==============================] - 0s 27us/step - loss: 4399.8560 - mean_absolute_error: 47.3977 - val_loss: 8937.9902 - val_mean_absolute_error: 62.9705 Epoch 2810/5000 148/148 [==============================] - 0s 20us/step - loss: 4399.1099 - mean_absolute_error: 47.3934 - val_loss: 8937.2904 - val_mean_absolute_error: 62.9678 Epoch 2811/5000 148/148 [==============================] - 0s 27us/step - loss: 4398.3516 - mean_absolute_error: 47.3888 - val_loss: 8936.6129 - val_mean_absolute_error: 62.9653 Epoch 2812/5000 148/148 [==============================] - 0s 27us/step - loss: 4397.6001 - mean_absolute_error: 47.3842 - val_loss: 8935.9025 - val_mean_absolute_error: 62.9627 Epoch 2813/5000 148/148 [==============================] - 0s 27us/step - loss: 4396.8442 - mean_absolute_error: 47.3799 - val_loss: 8935.1325 - val_mean_absolute_error: 62.9602 Epoch 2814/5000 148/148 [==============================] - 0s 27us/step - loss: 4396.0884 - mean_absolute_error: 47.3760 - val_loss: 8934.3576 - val_mean_absolute_error: 62.9574 Epoch 2815/5000 148/148 [==============================] - 0s 27us/step - loss: 4395.3662 - mean_absolute_error: 47.3721 - val_loss: 8933.5976 - val_mean_absolute_error: 62.9548 Epoch 2816/5000 148/148 [==============================] - 0s 27us/step - loss: 4394.6255 - mean_absolute_error: 47.3679 - val_loss: 8932.8756 - val_mean_absolute_error: 62.9520 Epoch 2817/5000 148/148 [==============================] - 0s 27us/step - loss: 4393.8530 - mean_absolute_error: 47.3632 - val_loss: 8932.1432 - val_mean_absolute_error: 62.9493 Epoch 2818/5000 148/148 [==============================] - 0s 27us/step - loss: 4393.1167 - mean_absolute_error: 47.3585 - val_loss: 8931.4027 - val_mean_absolute_error: 62.9467 Epoch 2819/5000 148/148 [==============================] - 0s 27us/step - loss: 4392.3892 - mean_absolute_error: 47.3541 - val_loss: 8930.6353 - val_mean_absolute_error: 62.9440 Epoch 2820/5000 148/148 [==============================] - 0s 27us/step - loss: 4391.6348 - mean_absolute_error: 47.3498 - val_loss: 8929.8791 - val_mean_absolute_error: 62.9414 Epoch 2821/5000 148/148 [==============================] - 0s 20us/step - loss: 4390.8765 - mean_absolute_error: 47.3457 - val_loss: 8929.1269 - val_mean_absolute_error: 62.9389 Epoch 2822/5000 148/148 [==============================] - 0s 41us/step - loss: 4390.1270 - mean_absolute_error: 47.3419 - val_loss: 8928.4609 - val_mean_absolute_error: 62.9368 Epoch 2823/5000 148/148 [==============================] - 0s 27us/step - loss: 4389.3921 - mean_absolute_error: 47.3380 - val_loss: 8927.8364 - val_mean_absolute_error: 62.9346 Epoch 2824/5000 148/148 [==============================] - 0s 20us/step - loss: 4388.6562 - mean_absolute_error: 47.3339 - val_loss: 8927.2104 - val_mean_absolute_error: 62.9322 Epoch 2825/5000 148/148 [==============================] - 0s 34us/step - loss: 4387.8955 - mean_absolute_error: 47.3296 - val_loss: 8926.5554 - val_mean_absolute_error: 62.9298 Epoch 2826/5000 148/148 [==============================] - 0s 20us/step - loss: 4387.1416 - mean_absolute_error: 47.3253 - val_loss: 8925.8491 - val_mean_absolute_error: 62.9273 Epoch 2827/5000 148/148 [==============================] - 0s 20us/step - loss: 4386.4102 - mean_absolute_error: 47.3212 - val_loss: 8925.0763 - val_mean_absolute_error: 62.9248 Epoch 2828/5000 148/148 [==============================] - 0s 27us/step - loss: 4385.6611 - mean_absolute_error: 47.3172 - val_loss: 8924.2405 - val_mean_absolute_error: 62.9222 Epoch 2829/5000 148/148 [==============================] - 0s 27us/step - loss: 4384.9106 - mean_absolute_error: 47.3134 - val_loss: 8923.4767 - val_mean_absolute_error: 62.9196 Epoch 2830/5000 148/148 [==============================] - 0s 27us/step - loss: 4384.1611 - mean_absolute_error: 47.3095 - val_loss: 8922.7918 - val_mean_absolute_error: 62.9171 Epoch 2831/5000 148/148 [==============================] - 0s 27us/step - loss: 4383.4028 - mean_absolute_error: 47.3053 - val_loss: 8922.2053 - val_mean_absolute_error: 62.9148 Epoch 2832/5000 148/148 [==============================] - 0s 34us/step - loss: 4382.6890 - mean_absolute_error: 47.3010 - val_loss: 8921.5418 - val_mean_absolute_error: 62.9123 Epoch 2833/5000 148/148 [==============================] - 0s 27us/step - loss: 4381.9521 - mean_absolute_error: 47.2969 - val_loss: 8920.7559 - val_mean_absolute_error: 62.9097 Epoch 2834/5000 148/148 [==============================] - 0s 27us/step - loss: 4381.1890 - mean_absolute_error: 47.2931 - val_loss: 8919.9408 - val_mean_absolute_error: 62.9070 Epoch 2835/5000 148/148 [==============================] - 0s 27us/step - loss: 4380.4380 - mean_absolute_error: 47.2893 - val_loss: 8919.0997 - val_mean_absolute_error: 62.9041 Epoch 2836/5000 148/148 [==============================] - 0s 27us/step - loss: 4379.7041 - mean_absolute_error: 47.2855 - val_loss: 8918.3423 - val_mean_absolute_error: 62.9016 Epoch 2837/5000 148/148 [==============================] - 0s 27us/step - loss: 4378.9668 - mean_absolute_error: 47.2815 - val_loss: 8917.6375 - val_mean_absolute_error: 62.8993 Epoch 2838/5000 148/148 [==============================] - 0s 34us/step - loss: 4378.2148 - mean_absolute_error: 47.2773 - val_loss: 8916.9766 - val_mean_absolute_error: 62.8972 Epoch 2839/5000 148/148 [==============================] - 0s 34us/step - loss: 4377.4741 - mean_absolute_error: 47.2732 - val_loss: 8916.3615 - val_mean_absolute_error: 62.8950 Epoch 2840/5000 148/148 [==============================] - 0s 27us/step - loss: 4376.7246 - mean_absolute_error: 47.2688 - val_loss: 8915.7017 - val_mean_absolute_error: 62.8926 Epoch 2841/5000 148/148 [==============================] - 0s 27us/step - loss: 4375.9985 - mean_absolute_error: 47.2646 - val_loss: 8914.9787 - val_mean_absolute_error: 62.8901 Epoch 2842/5000 148/148 [==============================] - 0s 27us/step - loss: 4375.2524 - mean_absolute_error: 47.2606 - val_loss: 8914.2918 - val_mean_absolute_error: 62.8876 Epoch 2843/5000 148/148 [==============================] - 0s 27us/step - loss: 4374.5015 - mean_absolute_error: 47.2567 - val_loss: 8913.6353 - val_mean_absolute_error: 62.8852 Epoch 2844/5000 148/148 [==============================] - 0s 34us/step - loss: 4373.7339 - mean_absolute_error: 47.2527 - val_loss: 8912.9329 - val_mean_absolute_error: 62.8829 Epoch 2845/5000 148/148 [==============================] - 0s 20us/step - loss: 4373.0200 - mean_absolute_error: 47.2489 - val_loss: 8912.1903 - val_mean_absolute_error: 62.8804 Epoch 2846/5000 148/148 [==============================] - 0s 27us/step - loss: 4372.2861 - mean_absolute_error: 47.2451 - val_loss: 8911.4408 - val_mean_absolute_error: 62.8778 Epoch 2847/5000 148/148 [==============================] - 0s 20us/step - loss: 4371.5415 - mean_absolute_error: 47.2411 - val_loss: 8910.7613 - val_mean_absolute_error: 62.8751 Epoch 2848/5000 148/148 [==============================] - 0s 27us/step - loss: 4370.7866 - mean_absolute_error: 47.2367 - val_loss: 8910.1356 - val_mean_absolute_error: 62.8727 Epoch 2849/5000 148/148 [==============================] - 0s 27us/step - loss: 4370.0664 - mean_absolute_error: 47.2322 - val_loss: 8909.4189 - val_mean_absolute_error: 62.8703 Epoch 2850/5000 148/148 [==============================] - 0s 20us/step - loss: 4369.3237 - mean_absolute_error: 47.2281 - val_loss: 8908.6309 - val_mean_absolute_error: 62.8679 Epoch 2851/5000 148/148 [==============================] - 0s 34us/step - loss: 4368.5542 - mean_absolute_error: 47.2243 - val_loss: 8907.8601 - val_mean_absolute_error: 62.8656 Epoch 2852/5000 148/148 [==============================] - 0s 27us/step - loss: 4367.8267 - mean_absolute_error: 47.2206 - val_loss: 8907.1225 - val_mean_absolute_error: 62.8631 Epoch 2853/5000 148/148 [==============================] - 0s 27us/step - loss: 4367.0894 - mean_absolute_error: 47.2165 - val_loss: 8906.3723 - val_mean_absolute_error: 62.8605 Epoch 2854/5000 148/148 [==============================] - 0s 20us/step - loss: 4366.3398 - mean_absolute_error: 47.2122 - val_loss: 8905.5952 - val_mean_absolute_error: 62.8578 Epoch 2855/5000 148/148 [==============================] - 0s 27us/step - loss: 4365.5981 - mean_absolute_error: 47.2081 - val_loss: 8904.9279 - val_mean_absolute_error: 62.8552 Epoch 2856/5000 148/148 [==============================] - 0s 27us/step - loss: 4364.8633 - mean_absolute_error: 47.2038 - val_loss: 8904.2513 - val_mean_absolute_error: 62.8527 Epoch 2857/5000 148/148 [==============================] - 0s 20us/step - loss: 4364.1216 - mean_absolute_error: 47.1997 - val_loss: 8903.5230 - val_mean_absolute_error: 62.8503 Epoch 2858/5000 148/148 [==============================] - 0s 27us/step - loss: 4363.3848 - mean_absolute_error: 47.1959 - val_loss: 8902.8421 - val_mean_absolute_error: 62.8478 Epoch 2859/5000 148/148 [==============================] - 0s 34us/step - loss: 4362.6543 - mean_absolute_error: 47.1920 - val_loss: 8902.1212 - val_mean_absolute_error: 62.8453 Epoch 2860/5000 148/148 [==============================] - 0s 27us/step - loss: 4361.9199 - mean_absolute_error: 47.1881 - val_loss: 8901.3845 - val_mean_absolute_error: 62.8427 Epoch 2861/5000 148/148 [==============================] - 0s 34us/step - loss: 4361.1860 - mean_absolute_error: 47.1840 - val_loss: 8900.6981 - val_mean_absolute_error: 62.8404 Epoch 2862/5000 148/148 [==============================] - 0s 27us/step - loss: 4360.4614 - mean_absolute_error: 47.1798 - val_loss: 8899.9605 - val_mean_absolute_error: 62.8382 Epoch 2863/5000 148/148 [==============================] - 0s 27us/step - loss: 4359.7451 - mean_absolute_error: 47.1759 - val_loss: 8899.2040 - val_mean_absolute_error: 62.8358 Epoch 2864/5000 148/148 [==============================] - 0s 27us/step - loss: 4359.0063 - mean_absolute_error: 47.1720 - val_loss: 8898.3879 - val_mean_absolute_error: 62.8334 Epoch 2865/5000 148/148 [==============================] - 0s 27us/step - loss: 4358.2778 - mean_absolute_error: 47.1683 - val_loss: 8897.6714 - val_mean_absolute_error: 62.8311 Epoch 2866/5000 148/148 [==============================] - 0s 27us/step - loss: 4357.5454 - mean_absolute_error: 47.1642 - val_loss: 8896.9672 - val_mean_absolute_error: 62.8290 Epoch 2867/5000 148/148 [==============================] - 0s 20us/step - loss: 4356.8140 - mean_absolute_error: 47.1600 - val_loss: 8896.2367 - val_mean_absolute_error: 62.8269 Epoch 2868/5000 148/148 [==============================] - 0s 34us/step - loss: 4356.0889 - mean_absolute_error: 47.1560 - val_loss: 8895.5590 - val_mean_absolute_error: 62.8250 Epoch 2869/5000 148/148 [==============================] - 0s 27us/step - loss: 4355.3677 - mean_absolute_error: 47.1518 - val_loss: 8894.8757 - val_mean_absolute_error: 62.8233 Epoch 2870/5000 148/148 [==============================] - 0s 27us/step - loss: 4354.6270 - mean_absolute_error: 47.1477 - val_loss: 8894.1642 - val_mean_absolute_error: 62.8216 Epoch 2871/5000 148/148 [==============================] - 0s 27us/step - loss: 4353.8892 - mean_absolute_error: 47.1436 - val_loss: 8893.3912 - val_mean_absolute_error: 62.8197 Epoch 2872/5000 148/148 [==============================] - 0s 27us/step - loss: 4353.1611 - mean_absolute_error: 47.1398 - val_loss: 8892.6248 - val_mean_absolute_error: 62.8178 Epoch 2873/5000 148/148 [==============================] - 0s 27us/step - loss: 4352.4233 - mean_absolute_error: 47.1358 - val_loss: 8891.8789 - val_mean_absolute_error: 62.8158 Epoch 2874/5000 148/148 [==============================] - 0s 20us/step - loss: 4351.6997 - mean_absolute_error: 47.1319 - val_loss: 8891.2038 - val_mean_absolute_error: 62.8139 Epoch 2875/5000 148/148 [==============================] - 0s 20us/step - loss: 4350.9688 - mean_absolute_error: 47.1280 - val_loss: 8890.5890 - val_mean_absolute_error: 62.8121 Epoch 2876/5000 148/148 [==============================] - 0s 20us/step - loss: 4350.2456 - mean_absolute_error: 47.1239 - val_loss: 8889.9615 - val_mean_absolute_error: 62.8103 Epoch 2877/5000 148/148 [==============================] - 0s 34us/step - loss: 4349.5127 - mean_absolute_error: 47.1200 - val_loss: 8889.2531 - val_mean_absolute_error: 62.8082 Epoch 2878/5000 148/148 [==============================] - 0s 27us/step - loss: 4348.7886 - mean_absolute_error: 47.1163 - val_loss: 8888.5929 - val_mean_absolute_error: 62.8061 Epoch 2879/5000 148/148 [==============================] - 0s 27us/step - loss: 4348.0605 - mean_absolute_error: 47.1123 - val_loss: 8887.8356 - val_mean_absolute_error: 62.8036 Epoch 2880/5000 148/148 [==============================] - 0s 20us/step - loss: 4347.3203 - mean_absolute_error: 47.1084 - val_loss: 8886.9840 - val_mean_absolute_error: 62.8010 Epoch 2881/5000 148/148 [==============================] - 0s 20us/step - loss: 4346.6016 - mean_absolute_error: 47.1046 - val_loss: 8886.2464 - val_mean_absolute_error: 62.7985 Epoch 2882/5000 148/148 [==============================] - 0s 34us/step - loss: 4345.8770 - mean_absolute_error: 47.1005 - val_loss: 8885.5401 - val_mean_absolute_error: 62.7962 Epoch 2883/5000 148/148 [==============================] - 0s 27us/step - loss: 4345.1562 - mean_absolute_error: 47.0965 - val_loss: 8884.8200 - val_mean_absolute_error: 62.7938 Epoch 2884/5000 148/148 [==============================] - 0s 20us/step - loss: 4344.4258 - mean_absolute_error: 47.0926 - val_loss: 8884.0992 - val_mean_absolute_error: 62.7914 Epoch 2885/5000 148/148 [==============================] - 0s 41us/step - loss: 4343.6934 - mean_absolute_error: 47.0886 - val_loss: 8883.4210 - val_mean_absolute_error: 62.7890 Epoch 2886/5000 148/148 [==============================] - 0s 27us/step - loss: 4342.9644 - mean_absolute_error: 47.0844 - val_loss: 8882.7581 - val_mean_absolute_error: 62.7868 Epoch 2887/5000 148/148 [==============================] - 0s 34us/step - loss: 4342.2544 - mean_absolute_error: 47.0802 - val_loss: 8882.0508 - val_mean_absolute_error: 62.7848 Epoch 2888/5000 148/148 [==============================] - 0s 27us/step - loss: 4341.5220 - mean_absolute_error: 47.0763 - val_loss: 8881.3211 - val_mean_absolute_error: 62.7827 Epoch 2889/5000 148/148 [==============================] - 0s 20us/step - loss: 4340.8066 - mean_absolute_error: 47.0726 - val_loss: 8880.4968 - val_mean_absolute_error: 62.7804 Epoch 2890/5000 148/148 [==============================] - 0s 27us/step - loss: 4340.0757 - mean_absolute_error: 47.0688 - val_loss: 8879.6954 - val_mean_absolute_error: 62.7779 Epoch 2891/5000 148/148 [==============================] - 0s 34us/step - loss: 4339.3311 - mean_absolute_error: 47.0648 - val_loss: 8878.9177 - val_mean_absolute_error: 62.7756 Epoch 2892/5000 148/148 [==============================] - 0s 27us/step - loss: 4338.6143 - mean_absolute_error: 47.0608 - val_loss: 8878.2334 - val_mean_absolute_error: 62.7733 Epoch 2893/5000 148/148 [==============================] - 0s 27us/step - loss: 4337.9116 - mean_absolute_error: 47.0565 - val_loss: 8877.5425 - val_mean_absolute_error: 62.7710 Epoch 2894/5000 148/148 [==============================] - 0s 27us/step - loss: 4337.1885 - mean_absolute_error: 47.0524 - val_loss: 8876.8335 - val_mean_absolute_error: 62.7689 Epoch 2895/5000 148/148 [==============================] - 0s 34us/step - loss: 4336.4609 - mean_absolute_error: 47.0485 - val_loss: 8876.1155 - val_mean_absolute_error: 62.7667 Epoch 2896/5000 148/148 [==============================] - 0s 20us/step - loss: 4335.7212 - mean_absolute_error: 47.0445 - val_loss: 8875.3556 - val_mean_absolute_error: 62.7642 Epoch 2897/5000 148/148 [==============================] - 0s 34us/step - loss: 4334.9673 - mean_absolute_error: 47.0406 - val_loss: 8874.6431 - val_mean_absolute_error: 62.7617 Epoch 2898/5000 148/148 [==============================] - 0s 27us/step - loss: 4334.2866 - mean_absolute_error: 47.0367 - val_loss: 8873.9217 - val_mean_absolute_error: 62.7593 Epoch 2899/5000 148/148 [==============================] - 0s 27us/step - loss: 4333.5791 - mean_absolute_error: 47.0328 - val_loss: 8873.1925 - val_mean_absolute_error: 62.7569 Epoch 2900/5000 148/148 [==============================] - 0s 27us/step - loss: 4332.8325 - mean_absolute_error: 47.0290 - val_loss: 8872.4619 - val_mean_absolute_error: 62.7546 Epoch 2901/5000 148/148 [==============================] - 0s 27us/step - loss: 4332.0752 - mean_absolute_error: 47.0253 - val_loss: 8871.7702 - val_mean_absolute_error: 62.7521 Epoch 2902/5000 148/148 [==============================] - 0s 27us/step - loss: 4331.3735 - mean_absolute_error: 47.0215 - val_loss: 8871.0685 - val_mean_absolute_error: 62.7495 Epoch 2903/5000 148/148 [==============================] - 0s 20us/step - loss: 4330.6606 - mean_absolute_error: 47.0176 - val_loss: 8870.3746 - val_mean_absolute_error: 62.7470 Epoch 2904/5000 148/148 [==============================] - 0s 27us/step - loss: 4329.9414 - mean_absolute_error: 47.0136 - val_loss: 8869.6505 - val_mean_absolute_error: 62.7445 Epoch 2905/5000 148/148 [==============================] - 0s 27us/step - loss: 4329.2109 - mean_absolute_error: 47.0096 - val_loss: 8868.8977 - val_mean_absolute_error: 62.7421 Epoch 2906/5000 148/148 [==============================] - 0s 27us/step - loss: 4328.4873 - mean_absolute_error: 47.0057 - val_loss: 8868.0785 - val_mean_absolute_error: 62.7395 Epoch 2907/5000 148/148 [==============================] - 0s 20us/step - loss: 4327.7578 - mean_absolute_error: 47.0019 - val_loss: 8867.1843 - val_mean_absolute_error: 62.7369 Epoch 2908/5000 148/148 [==============================] - 0s 27us/step - loss: 4327.0454 - mean_absolute_error: 46.9983 - val_loss: 8866.3843 - val_mean_absolute_error: 62.7344 Epoch 2909/5000 148/148 [==============================] - 0s 20us/step - loss: 4326.3271 - mean_absolute_error: 46.9944 - val_loss: 8865.6427 - val_mean_absolute_error: 62.7318 Epoch 2910/5000 148/148 [==============================] - 0s 34us/step - loss: 4325.6035 - mean_absolute_error: 46.9903 - val_loss: 8864.9669 - val_mean_absolute_error: 62.7292 Epoch 2911/5000 148/148 [==============================] - 0s 20us/step - loss: 4324.8984 - mean_absolute_error: 46.9860 - val_loss: 8864.2576 - val_mean_absolute_error: 62.7266 Epoch 2912/5000 148/148 [==============================] - 0s 34us/step - loss: 4324.1919 - mean_absolute_error: 46.9819 - val_loss: 8863.4342 - val_mean_absolute_error: 62.7238 Epoch 2913/5000 148/148 [==============================] - 0s 27us/step - loss: 4323.4702 - mean_absolute_error: 46.9780 - val_loss: 8862.5562 - val_mean_absolute_error: 62.7209 Epoch 2914/5000 148/148 [==============================] - 0s 20us/step - loss: 4322.7583 - mean_absolute_error: 46.9742 - val_loss: 8861.7219 - val_mean_absolute_error: 62.7182 Epoch 2915/5000 148/148 [==============================] - 0s 27us/step - loss: 4322.0391 - mean_absolute_error: 46.9705 - val_loss: 8860.9285 - val_mean_absolute_error: 62.7155 Epoch 2916/5000 148/148 [==============================] - 0s 27us/step - loss: 4321.3164 - mean_absolute_error: 46.9668 - val_loss: 8860.2530 - val_mean_absolute_error: 62.7131 Epoch 2917/5000 148/148 [==============================] - 0s 27us/step - loss: 4320.6079 - mean_absolute_error: 46.9630 - val_loss: 8859.5705 - val_mean_absolute_error: 62.7106 Epoch 2918/5000 148/148 [==============================] - 0s 27us/step - loss: 4319.8823 - mean_absolute_error: 46.9590 - val_loss: 8858.8918 - val_mean_absolute_error: 62.7082 Epoch 2919/5000 148/148 [==============================] - 0s 27us/step - loss: 4319.1611 - mean_absolute_error: 46.9549 - val_loss: 8858.2572 - val_mean_absolute_error: 62.7059 Epoch 2920/5000 148/148 [==============================] - 0s 34us/step - loss: 4318.4482 - mean_absolute_error: 46.9506 - val_loss: 8857.5843 - val_mean_absolute_error: 62.7034 Epoch 2921/5000 148/148 [==============================] - 0s 27us/step - loss: 4317.7329 - mean_absolute_error: 46.9465 - val_loss: 8856.8538 - val_mean_absolute_error: 62.7009 Epoch 2922/5000 148/148 [==============================] - 0s 20us/step - loss: 4317.0283 - mean_absolute_error: 46.9426 - val_loss: 8856.0374 - val_mean_absolute_error: 62.6984 Epoch 2923/5000 148/148 [==============================] - 0s 27us/step - loss: 4316.2861 - mean_absolute_error: 46.9391 - val_loss: 8855.2542 - val_mean_absolute_error: 62.6957 Epoch 2924/5000 148/148 [==============================] - 0s 27us/step - loss: 4315.5767 - mean_absolute_error: 46.9356 - val_loss: 8854.5323 - val_mean_absolute_error: 62.6931 Epoch 2925/5000 148/148 [==============================] - 0s 20us/step - loss: 4314.8608 - mean_absolute_error: 46.9319 - val_loss: 8853.8770 - val_mean_absolute_error: 62.6905 Epoch 2926/5000 148/148 [==============================] - 0s 34us/step - loss: 4314.1411 - mean_absolute_error: 46.9279 - val_loss: 8853.2363 - val_mean_absolute_error: 62.6881 Epoch 2927/5000 148/148 [==============================] - 0s 27us/step - loss: 4313.4121 - mean_absolute_error: 46.9238 - val_loss: 8852.5707 - val_mean_absolute_error: 62.6859 Epoch 2928/5000 148/148 [==============================] - 0s 27us/step - loss: 4312.7046 - mean_absolute_error: 46.9200 - val_loss: 8851.8588 - val_mean_absolute_error: 62.6834 Epoch 2929/5000 148/148 [==============================] - 0s 27us/step - loss: 4311.9941 - mean_absolute_error: 46.9161 - val_loss: 8851.1054 - val_mean_absolute_error: 62.6807 Epoch 2930/5000 148/148 [==============================] - 0s 27us/step - loss: 4311.2612 - mean_absolute_error: 46.9122 - val_loss: 8850.2691 - val_mean_absolute_error: 62.6778 Epoch 2931/5000 148/148 [==============================] - 0s 27us/step - loss: 4310.5596 - mean_absolute_error: 46.9084 - val_loss: 8849.5254 - val_mean_absolute_error: 62.6751 Epoch 2932/5000 148/148 [==============================] - 0s 27us/step - loss: 4309.8477 - mean_absolute_error: 46.9042 - val_loss: 8848.7384 - val_mean_absolute_error: 62.6724 Epoch 2933/5000 148/148 [==============================] - 0s 34us/step - loss: 4309.1406 - mean_absolute_error: 46.9003 - val_loss: 8848.0095 - val_mean_absolute_error: 62.6697 Epoch 2934/5000 148/148 [==============================] - 0s 27us/step - loss: 4308.4199 - mean_absolute_error: 46.8962 - val_loss: 8847.2265 - val_mean_absolute_error: 62.6670 Epoch 2935/5000 148/148 [==============================] - 0s 20us/step - loss: 4307.7056 - mean_absolute_error: 46.8924 - val_loss: 8846.5296 - val_mean_absolute_error: 62.6645 Epoch 2936/5000 148/148 [==============================] - 0s 27us/step - loss: 4306.9824 - mean_absolute_error: 46.8883 - val_loss: 8845.8930 - val_mean_absolute_error: 62.6621 Epoch 2937/5000 148/148 [==============================] - 0s 20us/step - loss: 4306.2808 - mean_absolute_error: 46.8842 - val_loss: 8845.1431 - val_mean_absolute_error: 62.6595 Epoch 2938/5000 148/148 [==============================] - 0s 34us/step - loss: 4305.5708 - mean_absolute_error: 46.8804 - val_loss: 8844.3259 - val_mean_absolute_error: 62.6567 Epoch 2939/5000 148/148 [==============================] - 0s 27us/step - loss: 4304.8462 - mean_absolute_error: 46.8766 - val_loss: 8843.5428 - val_mean_absolute_error: 62.6538 Epoch 2940/5000 148/148 [==============================] - 0s 20us/step - loss: 4304.1343 - mean_absolute_error: 46.8728 - val_loss: 8842.8385 - val_mean_absolute_error: 62.6510 Epoch 2941/5000 148/148 [==============================] - 0s 34us/step - loss: 4303.4248 - mean_absolute_error: 46.8690 - val_loss: 8842.2018 - val_mean_absolute_error: 62.6485 Epoch 2942/5000 148/148 [==============================] - 0s 27us/step - loss: 4302.7197 - mean_absolute_error: 46.8651 - val_loss: 8841.5528 - val_mean_absolute_error: 62.6459 Epoch 2943/5000 148/148 [==============================] - 0s 27us/step - loss: 4302.0015 - mean_absolute_error: 46.8611 - val_loss: 8840.8328 - val_mean_absolute_error: 62.6433 Epoch 2944/5000 148/148 [==============================] - 0s 27us/step - loss: 4301.2827 - mean_absolute_error: 46.8572 - val_loss: 8840.0245 - val_mean_absolute_error: 62.6408 Epoch 2945/5000 148/148 [==============================] - 0s 20us/step - loss: 4300.5938 - mean_absolute_error: 46.8535 - val_loss: 8839.2607 - val_mean_absolute_error: 62.6381 Epoch 2946/5000 148/148 [==============================] - 0s 34us/step - loss: 4299.8774 - mean_absolute_error: 46.8492 - val_loss: 8838.5407 - val_mean_absolute_error: 62.6357 Epoch 2947/5000 148/148 [==============================] - 0s 27us/step - loss: 4299.1665 - mean_absolute_error: 46.8451 - val_loss: 8837.8043 - val_mean_absolute_error: 62.6332 Epoch 2948/5000 148/148 [==============================] - 0s 27us/step - loss: 4298.4517 - mean_absolute_error: 46.8410 - val_loss: 8837.0552 - val_mean_absolute_error: 62.6306 Epoch 2949/5000 148/148 [==============================] - 0s 27us/step - loss: 4297.7485 - mean_absolute_error: 46.8372 - val_loss: 8836.2591 - val_mean_absolute_error: 62.6279 Epoch 2950/5000 148/148 [==============================] - 0s 27us/step - loss: 4297.0205 - mean_absolute_error: 46.8333 - val_loss: 8835.5175 - val_mean_absolute_error: 62.6251 Epoch 2951/5000 148/148 [==============================] - 0s 27us/step - loss: 4296.3218 - mean_absolute_error: 46.8294 - val_loss: 8834.8442 - val_mean_absolute_error: 62.6228 Epoch 2952/5000 148/148 [==============================] - 0s 34us/step - loss: 4295.6079 - mean_absolute_error: 46.8252 - val_loss: 8834.1746 - val_mean_absolute_error: 62.6205 Epoch 2953/5000 148/148 [==============================] - 0s 27us/step - loss: 4294.8838 - mean_absolute_error: 46.8212 - val_loss: 8833.4485 - val_mean_absolute_error: 62.6182 Epoch 2954/5000 148/148 [==============================] - 0s 27us/step - loss: 4294.1797 - mean_absolute_error: 46.8176 - val_loss: 8832.7440 - val_mean_absolute_error: 62.6158 Epoch 2955/5000 148/148 [==============================] - 0s 20us/step - loss: 4293.4971 - mean_absolute_error: 46.8137 - val_loss: 8831.9664 - val_mean_absolute_error: 62.6131 Epoch 2956/5000 148/148 [==============================] - 0s 27us/step - loss: 4292.7915 - mean_absolute_error: 46.8098 - val_loss: 8831.1638 - val_mean_absolute_error: 62.6103 Epoch 2957/5000 148/148 [==============================] - 0s 20us/step - loss: 4292.0767 - mean_absolute_error: 46.8059 - val_loss: 8830.3695 - val_mean_absolute_error: 62.6073 Epoch 2958/5000 148/148 [==============================] - 0s 27us/step - loss: 4291.3564 - mean_absolute_error: 46.8019 - val_loss: 8829.6515 - val_mean_absolute_error: 62.6045 Epoch 2959/5000 148/148 [==============================] - 0s 27us/step - loss: 4290.6484 - mean_absolute_error: 46.7975 - val_loss: 8828.9692 - val_mean_absolute_error: 62.6020 Epoch 2960/5000 148/148 [==============================] - 0s 20us/step - loss: 4289.9619 - mean_absolute_error: 46.7932 - val_loss: 8828.2017 - val_mean_absolute_error: 62.5995 Epoch 2961/5000 148/148 [==============================] - 0s 34us/step - loss: 4289.2451 - mean_absolute_error: 46.7892 - val_loss: 8827.3913 - val_mean_absolute_error: 62.5971 Epoch 2962/5000 148/148 [==============================] - 0s 20us/step - loss: 4288.5181 - mean_absolute_error: 46.7855 - val_loss: 8826.6574 - val_mean_absolute_error: 62.5946 Epoch 2963/5000 148/148 [==============================] - 0s 27us/step - loss: 4287.8223 - mean_absolute_error: 46.7818 - val_loss: 8825.9692 - val_mean_absolute_error: 62.5921 Epoch 2964/5000 148/148 [==============================] - 0s 27us/step - loss: 4287.1113 - mean_absolute_error: 46.7777 - val_loss: 8825.3258 - val_mean_absolute_error: 62.5895 Epoch 2965/5000 148/148 [==============================] - 0s 34us/step - loss: 4286.4014 - mean_absolute_error: 46.7734 - val_loss: 8824.6353 - val_mean_absolute_error: 62.5867 Epoch 2966/5000 148/148 [==============================] - 0s 27us/step - loss: 4285.7114 - mean_absolute_error: 46.7693 - val_loss: 8823.8916 - val_mean_absolute_error: 62.5841 Epoch 2967/5000 148/148 [==============================] - 0s 34us/step - loss: 4285.0127 - mean_absolute_error: 46.7655 - val_loss: 8823.0996 - val_mean_absolute_error: 62.5816 Epoch 2968/5000 148/148 [==============================] - 0s 20us/step - loss: 4284.3037 - mean_absolute_error: 46.7618 - val_loss: 8822.3629 - val_mean_absolute_error: 62.5791 Epoch 2969/5000 148/148 [==============================] - 0s 27us/step - loss: 4283.5859 - mean_absolute_error: 46.7578 - val_loss: 8821.6366 - val_mean_absolute_error: 62.5766 Epoch 2970/5000 148/148 [==============================] - 0s 27us/step - loss: 4282.8857 - mean_absolute_error: 46.7538 - val_loss: 8820.8668 - val_mean_absolute_error: 62.5739 Epoch 2971/5000 148/148 [==============================] - 0s 20us/step - loss: 4282.1914 - mean_absolute_error: 46.7498 - val_loss: 8820.0700 - val_mean_absolute_error: 62.5709 Epoch 2972/5000 148/148 [==============================] - 0s 27us/step - loss: 4281.4761 - mean_absolute_error: 46.7457 - val_loss: 8819.2510 - val_mean_absolute_error: 62.5680 Epoch 2973/5000 148/148 [==============================] - 0s 27us/step - loss: 4280.7705 - mean_absolute_error: 46.7417 - val_loss: 8818.5419 - val_mean_absolute_error: 62.5652 Epoch 2974/5000 148/148 [==============================] - 0s 34us/step - loss: 4280.0830 - mean_absolute_error: 46.7375 - val_loss: 8817.8691 - val_mean_absolute_error: 62.5626 Epoch 2975/5000 148/148 [==============================] - 0s 27us/step - loss: 4279.3765 - mean_absolute_error: 46.7334 - val_loss: 8817.1984 - val_mean_absolute_error: 62.5603 Epoch 2976/5000 148/148 [==============================] - 0s 27us/step - loss: 4278.6558 - mean_absolute_error: 46.7292 - val_loss: 8816.5602 - val_mean_absolute_error: 62.5581 Epoch 2977/5000 148/148 [==============================] - 0s 27us/step - loss: 4277.9673 - mean_absolute_error: 46.7253 - val_loss: 8815.8696 - val_mean_absolute_error: 62.5558 Epoch 2978/5000 148/148 [==============================] - 0s 34us/step - loss: 4277.2734 - mean_absolute_error: 46.7214 - val_loss: 8815.1471 - val_mean_absolute_error: 62.5532 Epoch 2979/5000 148/148 [==============================] - 0s 27us/step - loss: 4276.5483 - mean_absolute_error: 46.7174 - val_loss: 8814.3408 - val_mean_absolute_error: 62.5503 Epoch 2980/5000 148/148 [==============================] - 0s 27us/step - loss: 4275.8179 - mean_absolute_error: 46.7134 - val_loss: 8813.5662 - val_mean_absolute_error: 62.5474 Epoch 2981/5000 148/148 [==============================] - 0s 20us/step - loss: 4275.1372 - mean_absolute_error: 46.7094 - val_loss: 8812.8299 - val_mean_absolute_error: 62.5446 Epoch 2982/5000 148/148 [==============================] - 0s 27us/step - loss: 4274.4263 - mean_absolute_error: 46.7052 - val_loss: 8812.0879 - val_mean_absolute_error: 62.5420 Epoch 2983/5000 148/148 [==============================] - 0s 20us/step - loss: 4273.7241 - mean_absolute_error: 46.7012 - val_loss: 8811.3007 - val_mean_absolute_error: 62.5394 Epoch 2984/5000 148/148 [==============================] - 0s 27us/step - loss: 4273.0205 - mean_absolute_error: 46.6973 - val_loss: 8810.5079 - val_mean_absolute_error: 62.5367 Epoch 2985/5000 148/148 [==============================] - 0s 34us/step - loss: 4272.3101 - mean_absolute_error: 46.6933 - val_loss: 8809.7800 - val_mean_absolute_error: 62.5339 Epoch 2986/5000 148/148 [==============================] - 0s 27us/step - loss: 4271.5889 - mean_absolute_error: 46.6889 - val_loss: 8809.0718 - val_mean_absolute_error: 62.5311 Epoch 2987/5000 148/148 [==============================] - 0s 27us/step - loss: 4270.8867 - mean_absolute_error: 46.6845 - val_loss: 8808.3363 - val_mean_absolute_error: 62.5283 Epoch 2988/5000 148/148 [==============================] - 0s 27us/step - loss: 4270.1953 - mean_absolute_error: 46.6803 - val_loss: 8807.5458 - val_mean_absolute_error: 62.5257 Epoch 2989/5000 148/148 [==============================] - 0s 27us/step - loss: 4269.4917 - mean_absolute_error: 46.6764 - val_loss: 8806.8354 - val_mean_absolute_error: 62.5232 Epoch 2990/5000 148/148 [==============================] - 0s 27us/step - loss: 4268.7764 - mean_absolute_error: 46.6723 - val_loss: 8806.1762 - val_mean_absolute_error: 62.5207 Epoch 2991/5000 148/148 [==============================] - 0s 34us/step - loss: 4268.0884 - mean_absolute_error: 46.6680 - val_loss: 8805.3909 - val_mean_absolute_error: 62.5181 Epoch 2992/5000 148/148 [==============================] - 0s 20us/step - loss: 4267.3896 - mean_absolute_error: 46.6640 - val_loss: 8804.6105 - val_mean_absolute_error: 62.5155 Epoch 2993/5000 148/148 [==============================] - 0s 20us/step - loss: 4266.6636 - mean_absolute_error: 46.6601 - val_loss: 8803.7543 - val_mean_absolute_error: 62.5126 Epoch 2994/5000 148/148 [==============================] - 0s 27us/step - loss: 4265.9639 - mean_absolute_error: 46.6563 - val_loss: 8803.0015 - val_mean_absolute_error: 62.5097 Epoch 2995/5000 148/148 [==============================] - 0s 27us/step - loss: 4265.2725 - mean_absolute_error: 46.6523 - val_loss: 8802.3373 - val_mean_absolute_error: 62.5071 Epoch 2996/5000 148/148 [==============================] - 0s 27us/step - loss: 4264.5684 - mean_absolute_error: 46.6480 - val_loss: 8801.6416 - val_mean_absolute_error: 62.5045 Epoch 2997/5000 148/148 [==============================] - 0s 27us/step - loss: 4263.8638 - mean_absolute_error: 46.6440 - val_loss: 8800.9088 - val_mean_absolute_error: 62.5020 Epoch 2998/5000 148/148 [==============================] - 0s 27us/step - loss: 4263.1528 - mean_absolute_error: 46.6401 - val_loss: 8800.1240 - val_mean_absolute_error: 62.4992 Epoch 2999/5000 148/148 [==============================] - 0s 27us/step - loss: 4262.4580 - mean_absolute_error: 46.6361 - val_loss: 8799.3966 - val_mean_absolute_error: 62.4964 Epoch 3000/5000 148/148 [==============================] - 0s 20us/step - loss: 4261.7476 - mean_absolute_error: 46.6316 - val_loss: 8798.6832 - val_mean_absolute_error: 62.4937 Epoch 3001/5000 148/148 [==============================] - 0s 27us/step - loss: 4261.0459 - mean_absolute_error: 46.6271 - val_loss: 8797.8665 - val_mean_absolute_error: 62.4909 Epoch 3002/5000 148/148 [==============================] - 0s 27us/step - loss: 4260.3481 - mean_absolute_error: 46.6231 - val_loss: 8797.0348 - val_mean_absolute_error: 62.4881 Epoch 3003/5000 148/148 [==============================] - 0s 27us/step - loss: 4259.6479 - mean_absolute_error: 46.6193 - val_loss: 8796.2235 - val_mean_absolute_error: 62.4852 Epoch 3004/5000 148/148 [==============================] - 0s 20us/step - loss: 4258.9497 - mean_absolute_error: 46.6154 - val_loss: 8795.5382 - val_mean_absolute_error: 62.4827 Epoch 3005/5000 148/148 [==============================] - 0s 34us/step - loss: 4258.2534 - mean_absolute_error: 46.6112 - val_loss: 8794.8913 - val_mean_absolute_error: 62.4804 Epoch 3006/5000 148/148 [==============================] - 0s 20us/step - loss: 4257.5469 - mean_absolute_error: 46.6071 - val_loss: 8794.2323 - val_mean_absolute_error: 62.4779 Epoch 3007/5000 148/148 [==============================] - 0s 20us/step - loss: 4256.8535 - mean_absolute_error: 46.6029 - val_loss: 8793.5362 - val_mean_absolute_error: 62.4754 Epoch 3008/5000 148/148 [==============================] - 0s 27us/step - loss: 4256.1577 - mean_absolute_error: 46.5988 - val_loss: 8792.7134 - val_mean_absolute_error: 62.4726 Epoch 3009/5000 148/148 [==============================] - 0s 27us/step - loss: 4255.4502 - mean_absolute_error: 46.5949 - val_loss: 8791.8530 - val_mean_absolute_error: 62.4696 Epoch 3010/5000 148/148 [==============================] - 0s 20us/step - loss: 4254.7383 - mean_absolute_error: 46.5910 - val_loss: 8791.0188 - val_mean_absolute_error: 62.4667 Epoch 3011/5000 148/148 [==============================] - 0s 27us/step - loss: 4254.0698 - mean_absolute_error: 46.5873 - val_loss: 8790.2681 - val_mean_absolute_error: 62.4639 Epoch 3012/5000 148/148 [==============================] - 0s 27us/step - loss: 4253.3608 - mean_absolute_error: 46.5832 - val_loss: 8789.6139 - val_mean_absolute_error: 62.4613 Epoch 3013/5000 148/148 [==============================] - 0s 20us/step - loss: 4252.6426 - mean_absolute_error: 46.5787 - val_loss: 8788.9285 - val_mean_absolute_error: 62.4585 Epoch 3014/5000 148/148 [==============================] - 0s 27us/step - loss: 4251.9663 - mean_absolute_error: 46.5745 - val_loss: 8788.1821 - val_mean_absolute_error: 62.4558 Epoch 3015/5000 148/148 [==============================] - 0s 27us/step - loss: 4251.2700 - mean_absolute_error: 46.5705 - val_loss: 8787.3572 - val_mean_absolute_error: 62.4529 Epoch 3016/5000 148/148 [==============================] - 0s 20us/step - loss: 4250.5605 - mean_absolute_error: 46.5666 - val_loss: 8786.5536 - val_mean_absolute_error: 62.4502 Epoch 3017/5000 148/148 [==============================] - 0s 20us/step - loss: 4249.8545 - mean_absolute_error: 46.5626 - val_loss: 8785.8030 - val_mean_absolute_error: 62.4474 Epoch 3018/5000 148/148 [==============================] - 0s 27us/step - loss: 4249.1704 - mean_absolute_error: 46.5584 - val_loss: 8785.0692 - val_mean_absolute_error: 62.4446 Epoch 3019/5000 148/148 [==============================] - 0s 27us/step - loss: 4248.4663 - mean_absolute_error: 46.5540 - val_loss: 8784.2505 - val_mean_absolute_error: 62.4416 Epoch 3020/5000 148/148 [==============================] - 0s 27us/step - loss: 4247.7520 - mean_absolute_error: 46.5498 - val_loss: 8783.3611 - val_mean_absolute_error: 62.4383 Epoch 3021/5000 148/148 [==============================] - 0s 27us/step - loss: 4247.0430 - mean_absolute_error: 46.5457 - val_loss: 8782.5592 - val_mean_absolute_error: 62.4353 Epoch 3022/5000 148/148 [==============================] - 0s 27us/step - loss: 4246.3545 - mean_absolute_error: 46.5416 - val_loss: 8781.8415 - val_mean_absolute_error: 62.4326 Epoch 3023/5000 148/148 [==============================] - 0s 20us/step - loss: 4245.6597 - mean_absolute_error: 46.5372 - val_loss: 8781.1044 - val_mean_absolute_error: 62.4299 Epoch 3024/5000 148/148 [==============================] - 0s 27us/step - loss: 4244.9482 - mean_absolute_error: 46.5329 - val_loss: 8780.3449 - val_mean_absolute_error: 62.4273 Epoch 3025/5000 148/148 [==============================] - 0s 27us/step - loss: 4244.2324 - mean_absolute_error: 46.5288 - val_loss: 8779.5424 - val_mean_absolute_error: 62.4246 Epoch 3026/5000 148/148 [==============================] - 0s 27us/step - loss: 4243.5449 - mean_absolute_error: 46.5250 - val_loss: 8778.7934 - val_mean_absolute_error: 62.4218 Epoch 3027/5000 148/148 [==============================] - 0s 20us/step - loss: 4242.8389 - mean_absolute_error: 46.5207 - val_loss: 8778.1267 - val_mean_absolute_error: 62.4191 Epoch 3028/5000 148/148 [==============================] - 0s 34us/step - loss: 4242.1328 - mean_absolute_error: 46.5161 - val_loss: 8777.4044 - val_mean_absolute_error: 62.4162 Epoch 3029/5000 148/148 [==============================] - 0s 27us/step - loss: 4241.4453 - mean_absolute_error: 46.5115 - val_loss: 8776.5611 - val_mean_absolute_error: 62.4130 Epoch 3030/5000 148/148 [==============================] - 0s 27us/step - loss: 4240.7422 - mean_absolute_error: 46.5073 - val_loss: 8775.7313 - val_mean_absolute_error: 62.4101 Epoch 3031/5000 148/148 [==============================] - 0s 27us/step - loss: 4240.0405 - mean_absolute_error: 46.5033 - val_loss: 8774.9643 - val_mean_absolute_error: 62.4074 Epoch 3032/5000 148/148 [==============================] - 0s 27us/step - loss: 4239.3389 - mean_absolute_error: 46.4993 - val_loss: 8774.2097 - val_mean_absolute_error: 62.4046 Epoch 3033/5000 148/148 [==============================] - 0s 20us/step - loss: 4238.6343 - mean_absolute_error: 46.4952 - val_loss: 8773.4576 - val_mean_absolute_error: 62.4017 Epoch 3034/5000 148/148 [==============================] - 0s 34us/step - loss: 4237.9233 - mean_absolute_error: 46.4909 - val_loss: 8772.6962 - val_mean_absolute_error: 62.3987 Epoch 3035/5000 148/148 [==============================] - 0s 27us/step - loss: 4237.2334 - mean_absolute_error: 46.4866 - val_loss: 8771.8632 - val_mean_absolute_error: 62.3956 Epoch 3036/5000 148/148 [==============================] - 0s 27us/step - loss: 4236.5391 - mean_absolute_error: 46.4825 - val_loss: 8771.0618 - val_mean_absolute_error: 62.3925 Epoch 3037/5000 148/148 [==============================] - 0s 27us/step - loss: 4235.8203 - mean_absolute_error: 46.4782 - val_loss: 8770.1842 - val_mean_absolute_error: 62.3893 Epoch 3038/5000 148/148 [==============================] - 0s 41us/step - loss: 4235.1392 - mean_absolute_error: 46.4741 - val_loss: 8769.2757 - val_mean_absolute_error: 62.3859 Epoch 3039/5000 148/148 [==============================] - 0s 20us/step - loss: 4234.4463 - mean_absolute_error: 46.4701 - val_loss: 8768.4719 - val_mean_absolute_error: 62.3829 Epoch 3040/5000 148/148 [==============================] - 0s 27us/step - loss: 4233.7451 - mean_absolute_error: 46.4658 - val_loss: 8767.7969 - val_mean_absolute_error: 62.3801 Epoch 3041/5000 148/148 [==============================] - 0s 34us/step - loss: 4233.0425 - mean_absolute_error: 46.4614 - val_loss: 8767.1529 - val_mean_absolute_error: 62.3774 Epoch 3042/5000 148/148 [==============================] - 0s 27us/step - loss: 4232.3281 - mean_absolute_error: 46.4569 - val_loss: 8766.4224 - val_mean_absolute_error: 62.3747 Epoch 3043/5000 148/148 [==============================] - 0s 27us/step - loss: 4231.6470 - mean_absolute_error: 46.4527 - val_loss: 8765.5631 - val_mean_absolute_error: 62.3717 Epoch 3044/5000 148/148 [==============================] - 0s 34us/step - loss: 4230.9619 - mean_absolute_error: 46.4487 - val_loss: 8764.7269 - val_mean_absolute_error: 62.3687 Epoch 3045/5000 148/148 [==============================] - 0s 20us/step - loss: 4230.2559 - mean_absolute_error: 46.4446 - val_loss: 8763.9546 - val_mean_absolute_error: 62.3657 Epoch 3046/5000 148/148 [==============================] - 0s 27us/step - loss: 4229.5273 - mean_absolute_error: 46.4402 - val_loss: 8763.2743 - val_mean_absolute_error: 62.3627 Epoch 3047/5000 148/148 [==============================] - 0s 27us/step - loss: 4228.8486 - mean_absolute_error: 46.4356 - val_loss: 8762.5677 - val_mean_absolute_error: 62.3596 Epoch 3048/5000 148/148 [==============================] - 0s 27us/step - loss: 4228.1670 - mean_absolute_error: 46.4312 - val_loss: 8761.7806 - val_mean_absolute_error: 62.3566 Epoch 3049/5000 148/148 [==============================] - 0s 27us/step - loss: 4227.4697 - mean_absolute_error: 46.4269 - val_loss: 8760.9056 - val_mean_absolute_error: 62.3536 Epoch 3050/5000 148/148 [==============================] - 0s 27us/step - loss: 4226.7563 - mean_absolute_error: 46.4230 - val_loss: 8760.0097 - val_mean_absolute_error: 62.3505 Epoch 3051/5000 148/148 [==============================] - 0s 27us/step - loss: 4226.0532 - mean_absolute_error: 46.4191 - val_loss: 8759.2013 - val_mean_absolute_error: 62.3474 Epoch 3052/5000 148/148 [==============================] - 0s 20us/step - loss: 4225.3774 - mean_absolute_error: 46.4151 - val_loss: 8758.4940 - val_mean_absolute_error: 62.3444 Epoch 3053/5000 148/148 [==============================] - 0s 20us/step - loss: 4224.6816 - mean_absolute_error: 46.4107 - val_loss: 8757.7697 - val_mean_absolute_error: 62.3413 Epoch 3054/5000 148/148 [==============================] - 0s 34us/step - loss: 4224.0044 - mean_absolute_error: 46.4062 - val_loss: 8756.9228 - val_mean_absolute_error: 62.3380 Epoch 3055/5000 148/148 [==============================] - 0s 27us/step - loss: 4223.3281 - mean_absolute_error: 46.4022 - val_loss: 8756.0926 - val_mean_absolute_error: 62.3349 Epoch 3056/5000 148/148 [==============================] - 0s 27us/step - loss: 4222.6514 - mean_absolute_error: 46.3983 - val_loss: 8755.2998 - val_mean_absolute_error: 62.3319 Epoch 3057/5000 148/148 [==============================] - 0s 20us/step - loss: 4221.9609 - mean_absolute_error: 46.3942 - val_loss: 8754.5878 - val_mean_absolute_error: 62.3290 Epoch 3058/5000 148/148 [==============================] - 0s 27us/step - loss: 4221.2642 - mean_absolute_error: 46.3899 - val_loss: 8753.8067 - val_mean_absolute_error: 62.3262 Epoch 3059/5000 148/148 [==============================] - 0s 34us/step - loss: 4220.5669 - mean_absolute_error: 46.3857 - val_loss: 8753.0118 - val_mean_absolute_error: 62.3232 Epoch 3060/5000 148/148 [==============================] - 0s 20us/step - loss: 4219.8984 - mean_absolute_error: 46.3818 - val_loss: 8752.2815 - val_mean_absolute_error: 62.3202 Epoch 3061/5000 148/148 [==============================] - 0s 27us/step - loss: 4219.2100 - mean_absolute_error: 46.3775 - val_loss: 8751.4955 - val_mean_absolute_error: 62.3169 Epoch 3062/5000 148/148 [==============================] - 0s 20us/step - loss: 4218.5210 - mean_absolute_error: 46.3730 - val_loss: 8750.6482 - val_mean_absolute_error: 62.3136 Epoch 3063/5000 148/148 [==============================] - 0s 27us/step - loss: 4217.8296 - mean_absolute_error: 46.3689 - val_loss: 8749.9160 - val_mean_absolute_error: 62.3104 Epoch 3064/5000 148/148 [==============================] - 0s 27us/step - loss: 4217.1567 - mean_absolute_error: 46.3646 - val_loss: 8749.1116 - val_mean_absolute_error: 62.3072 Epoch 3065/5000 148/148 [==============================] - 0s 27us/step - loss: 4216.4771 - mean_absolute_error: 46.3605 - val_loss: 8748.3765 - val_mean_absolute_error: 62.3043 Epoch 3066/5000 148/148 [==============================] - 0s 34us/step - loss: 4215.7832 - mean_absolute_error: 46.3562 - val_loss: 8747.5603 - val_mean_absolute_error: 62.3013 Epoch 3067/5000 148/148 [==============================] - 0s 27us/step - loss: 4215.1099 - mean_absolute_error: 46.3521 - val_loss: 8746.7587 - val_mean_absolute_error: 62.2983 Epoch 3068/5000 148/148 [==============================] - 0s 34us/step - loss: 4214.4209 - mean_absolute_error: 46.3482 - val_loss: 8745.9888 - val_mean_absolute_error: 62.2953 Epoch 3069/5000 148/148 [==============================] - 0s 20us/step - loss: 4213.7280 - mean_absolute_error: 46.3441 - val_loss: 8745.3255 - val_mean_absolute_error: 62.2924 Epoch 3070/5000 148/148 [==============================] - 0s 27us/step - loss: 4213.0586 - mean_absolute_error: 46.3398 - val_loss: 8744.6325 - val_mean_absolute_error: 62.2895 Epoch 3071/5000 148/148 [==============================] - 0s 27us/step - loss: 4212.3721 - mean_absolute_error: 46.3356 - val_loss: 8743.8590 - val_mean_absolute_error: 62.2863 Epoch 3072/5000 148/148 [==============================] - 0s 20us/step - loss: 4211.6890 - mean_absolute_error: 46.3315 - val_loss: 8743.0784 - val_mean_absolute_error: 62.2834 Epoch 3073/5000 148/148 [==============================] - 0s 27us/step - loss: 4211.0142 - mean_absolute_error: 46.3276 - val_loss: 8742.3326 - val_mean_absolute_error: 62.2804 Epoch 3074/5000 148/148 [==============================] - 0s 34us/step - loss: 4210.3354 - mean_absolute_error: 46.3235 - val_loss: 8741.6244 - val_mean_absolute_error: 62.2774 Epoch 3075/5000 148/148 [==============================] - 0s 20us/step - loss: 4209.6655 - mean_absolute_error: 46.3191 - val_loss: 8740.8733 - val_mean_absolute_error: 62.2743 Epoch 3076/5000 148/148 [==============================] - 0s 27us/step - loss: 4208.9844 - mean_absolute_error: 46.3147 - val_loss: 8740.0794 - val_mean_absolute_error: 62.2711 Epoch 3077/5000 148/148 [==============================] - 0s 20us/step - loss: 4208.3115 - mean_absolute_error: 46.3104 - val_loss: 8739.1824 - val_mean_absolute_error: 62.2679 Epoch 3078/5000 148/148 [==============================] - 0s 27us/step - loss: 4207.6152 - mean_absolute_error: 46.3063 - val_loss: 8738.3227 - val_mean_absolute_error: 62.2648 Epoch 3079/5000 148/148 [==============================] - 0s 27us/step - loss: 4206.9277 - mean_absolute_error: 46.3022 - val_loss: 8737.5271 - val_mean_absolute_error: 62.2619 Epoch 3080/5000 148/148 [==============================] - 0s 27us/step - loss: 4206.2598 - mean_absolute_error: 46.2982 - val_loss: 8736.7252 - val_mean_absolute_error: 62.2592 Epoch 3081/5000 148/148 [==============================] - 0s 34us/step - loss: 4205.5928 - mean_absolute_error: 46.2943 - val_loss: 8736.0184 - val_mean_absolute_error: 62.2566 Epoch 3082/5000 148/148 [==============================] - 0s 20us/step - loss: 4204.9204 - mean_absolute_error: 46.2902 - val_loss: 8735.2733 - val_mean_absolute_error: 62.2537 Epoch 3083/5000 148/148 [==============================] - 0s 34us/step - loss: 4204.2271 - mean_absolute_error: 46.2861 - val_loss: 8734.5804 - val_mean_absolute_error: 62.2508 Epoch 3084/5000 148/148 [==============================] - 0s 20us/step - loss: 4203.5229 - mean_absolute_error: 46.2818 - val_loss: 8733.9938 - val_mean_absolute_error: 62.2479 Epoch 3085/5000 148/148 [==============================] - 0s 27us/step - loss: 4202.8779 - mean_absolute_error: 46.2773 - val_loss: 8733.4073 - val_mean_absolute_error: 62.2450 Epoch 3086/5000 148/148 [==============================] - 0s 27us/step - loss: 4202.2261 - mean_absolute_error: 46.2728 - val_loss: 8732.7083 - val_mean_absolute_error: 62.2421 Epoch 3087/5000 148/148 [==============================] - 0s 34us/step - loss: 4201.5371 - mean_absolute_error: 46.2686 - val_loss: 8731.8869 - val_mean_absolute_error: 62.2389 Epoch 3088/5000 148/148 [==============================] - 0s 27us/step - loss: 4200.8271 - mean_absolute_error: 46.2646 - val_loss: 8730.9544 - val_mean_absolute_error: 62.2356 Epoch 3089/5000 148/148 [==============================] - 0s 27us/step - loss: 4200.1611 - mean_absolute_error: 46.2611 - val_loss: 8730.0441 - val_mean_absolute_error: 62.2323 Epoch 3090/5000 148/148 [==============================] - 0s 20us/step - loss: 4199.4966 - mean_absolute_error: 46.2574 - val_loss: 8729.2456 - val_mean_absolute_error: 62.2292 Epoch 3091/5000 148/148 [==============================] - 0s 27us/step - loss: 4198.8101 - mean_absolute_error: 46.2531 - val_loss: 8728.5597 - val_mean_absolute_error: 62.2262 Epoch 3092/5000 148/148 [==============================] - 0s 27us/step - loss: 4198.1206 - mean_absolute_error: 46.2484 - val_loss: 8727.8600 - val_mean_absolute_error: 62.2233 Epoch 3093/5000 148/148 [==============================] - 0s 20us/step - loss: 4197.4492 - mean_absolute_error: 46.2441 - val_loss: 8727.1059 - val_mean_absolute_error: 62.2206 Epoch 3094/5000 148/148 [==============================] - 0s 27us/step - loss: 4196.7554 - mean_absolute_error: 46.2399 - val_loss: 8726.2817 - val_mean_absolute_error: 62.2179 Epoch 3095/5000 148/148 [==============================] - 0s 27us/step - loss: 4196.0767 - mean_absolute_error: 46.2359 - val_loss: 8725.4919 - val_mean_absolute_error: 62.2149 Epoch 3096/5000 148/148 [==============================] - 0s 34us/step - loss: 4195.4126 - mean_absolute_error: 46.2318 - val_loss: 8724.7291 - val_mean_absolute_error: 62.2118 Epoch 3097/5000 148/148 [==============================] - 0s 20us/step - loss: 4194.7397 - mean_absolute_error: 46.2275 - val_loss: 8724.0287 - val_mean_absolute_error: 62.2087 Epoch 3098/5000 148/148 [==============================] - 0s 27us/step - loss: 4194.0532 - mean_absolute_error: 46.2230 - val_loss: 8723.2818 - val_mean_absolute_error: 62.2055 Epoch 3099/5000 148/148 [==============================] - 0s 27us/step - loss: 4193.3813 - mean_absolute_error: 46.2187 - val_loss: 8722.4638 - val_mean_absolute_error: 62.2023 Epoch 3100/5000 148/148 [==============================] - 0s 27us/step - loss: 4192.7212 - mean_absolute_error: 46.2146 - val_loss: 8721.6111 - val_mean_absolute_error: 62.1993 Epoch 3101/5000 148/148 [==============================] - 0s 27us/step - loss: 4192.0405 - mean_absolute_error: 46.2107 - val_loss: 8720.8531 - val_mean_absolute_error: 62.1967 Epoch 3102/5000 148/148 [==============================] - 0s 27us/step - loss: 4191.3594 - mean_absolute_error: 46.2066 - val_loss: 8720.2174 - val_mean_absolute_error: 62.1942 Epoch 3103/5000 148/148 [==============================] - 0s 34us/step - loss: 4190.6860 - mean_absolute_error: 46.2024 - val_loss: 8719.5249 - val_mean_absolute_error: 62.1914 Epoch 3104/5000 148/148 [==============================] - 0s 27us/step - loss: 4189.9980 - mean_absolute_error: 46.1982 - val_loss: 8718.8373 - val_mean_absolute_error: 62.1885 Epoch 3105/5000 148/148 [==============================] - 0s 20us/step - loss: 4189.3301 - mean_absolute_error: 46.1938 - val_loss: 8718.0334 - val_mean_absolute_error: 62.1855 Epoch 3106/5000 148/148 [==============================] - 0s 34us/step - loss: 4188.6548 - mean_absolute_error: 46.1897 - val_loss: 8717.2376 - val_mean_absolute_error: 62.1825 Epoch 3107/5000 148/148 [==============================] - 0s 20us/step - loss: 4187.9731 - mean_absolute_error: 46.1858 - val_loss: 8716.5174 - val_mean_absolute_error: 62.1797 Epoch 3108/5000 148/148 [==============================] - 0s 27us/step - loss: 4187.3066 - mean_absolute_error: 46.1818 - val_loss: 8715.7498 - val_mean_absolute_error: 62.1768 Epoch 3109/5000 148/148 [==============================] - 0s 20us/step - loss: 4186.6348 - mean_absolute_error: 46.1777 - val_loss: 8714.9866 - val_mean_absolute_error: 62.1738 Epoch 3110/5000 148/148 [==============================] - 0s 20us/step - loss: 4185.9561 - mean_absolute_error: 46.1736 - val_loss: 8714.3081 - val_mean_absolute_error: 62.1710 Epoch 3111/5000 148/148 [==============================] - 0s 27us/step - loss: 4185.2720 - mean_absolute_error: 46.1694 - val_loss: 8713.6429 - val_mean_absolute_error: 62.1683 Epoch 3112/5000 148/148 [==============================] - 0s 27us/step - loss: 4184.6108 - mean_absolute_error: 46.1651 - val_loss: 8712.9308 - val_mean_absolute_error: 62.1654 Epoch 3113/5000 148/148 [==============================] - 0s 27us/step - loss: 4183.9526 - mean_absolute_error: 46.1611 - val_loss: 8712.1484 - val_mean_absolute_error: 62.1623 Epoch 3114/5000 148/148 [==============================] - 0s 27us/step - loss: 4183.2700 - mean_absolute_error: 46.1572 - val_loss: 8711.3687 - val_mean_absolute_error: 62.1590 Epoch 3115/5000 148/148 [==============================] - 0s 27us/step - loss: 4182.5806 - mean_absolute_error: 46.1530 - val_loss: 8710.5624 - val_mean_absolute_error: 62.1557 Epoch 3116/5000 148/148 [==============================] - 0s 20us/step - loss: 4181.9092 - mean_absolute_error: 46.1488 - val_loss: 8709.8150 - val_mean_absolute_error: 62.1525 Epoch 3117/5000 148/148 [==============================] - 0s 27us/step - loss: 4181.2319 - mean_absolute_error: 46.1445 - val_loss: 8709.0512 - val_mean_absolute_error: 62.1496 Epoch 3118/5000 148/148 [==============================] - 0s 27us/step - loss: 4180.5454 - mean_absolute_error: 46.1403 - val_loss: 8708.2714 - val_mean_absolute_error: 62.1467 Epoch 3119/5000 148/148 [==============================] - 0s 20us/step - loss: 4179.8643 - mean_absolute_error: 46.1362 - val_loss: 8707.5192 - val_mean_absolute_error: 62.1437 Epoch 3120/5000 148/148 [==============================] - 0s 27us/step - loss: 4179.1987 - mean_absolute_error: 46.1322 - val_loss: 8706.8065 - val_mean_absolute_error: 62.1406 Epoch 3121/5000 148/148 [==============================] - 0s 34us/step - loss: 4178.5117 - mean_absolute_error: 46.1276 - val_loss: 8706.0617 - val_mean_absolute_error: 62.1374 Epoch 3122/5000 148/148 [==============================] - 0s 34us/step - loss: 4177.8228 - mean_absolute_error: 46.1231 - val_loss: 8705.2092 - val_mean_absolute_error: 62.1341 Epoch 3123/5000 148/148 [==============================] - 0s 27us/step - loss: 4177.1401 - mean_absolute_error: 46.1189 - val_loss: 8704.4088 - val_mean_absolute_error: 62.1310 Epoch 3124/5000 148/148 [==============================] - 0s 27us/step - loss: 4176.4482 - mean_absolute_error: 46.1147 - val_loss: 8703.6875 - val_mean_absolute_error: 62.1280 Epoch 3125/5000 148/148 [==============================] - 0s 27us/step - loss: 4175.7681 - mean_absolute_error: 46.1105 - val_loss: 8702.9705 - val_mean_absolute_error: 62.1250 Epoch 3126/5000 148/148 [==============================] - 0s 34us/step - loss: 4175.0996 - mean_absolute_error: 46.1062 - val_loss: 8702.1753 - val_mean_absolute_error: 62.1218 Epoch 3127/5000 148/148 [==============================] - 0s 27us/step - loss: 4174.4272 - mean_absolute_error: 46.1020 - val_loss: 8701.3412 - val_mean_absolute_error: 62.1184 Epoch 3128/5000 148/148 [==============================] - 0s 27us/step - loss: 4173.7275 - mean_absolute_error: 46.0978 - val_loss: 8700.4779 - val_mean_absolute_error: 62.1151 Epoch 3129/5000 148/148 [==============================] - 0s 27us/step - loss: 4173.0376 - mean_absolute_error: 46.0936 - val_loss: 8699.7184 - val_mean_absolute_error: 62.1119 Epoch 3130/5000 148/148 [==============================] - 0s 27us/step - loss: 4172.3760 - mean_absolute_error: 46.0891 - val_loss: 8698.9818 - val_mean_absolute_error: 62.1089 Epoch 3131/5000 148/148 [==============================] - 0s 34us/step - loss: 4171.6958 - mean_absolute_error: 46.0845 - val_loss: 8698.1888 - val_mean_absolute_error: 62.1059 Epoch 3132/5000 148/148 [==============================] - 0s 34us/step - loss: 4170.9946 - mean_absolute_error: 46.0802 - val_loss: 8697.3564 - val_mean_absolute_error: 62.1028 Epoch 3133/5000 148/148 [==============================] - 0s 27us/step - loss: 4170.2925 - mean_absolute_error: 46.0762 - val_loss: 8696.5165 - val_mean_absolute_error: 62.0996 Epoch 3134/5000 148/148 [==============================] - 0s 27us/step - loss: 4169.5942 - mean_absolute_error: 46.0722 - val_loss: 8695.6953 - val_mean_absolute_error: 62.0962 Epoch 3135/5000 148/148 [==============================] - 0s 20us/step - loss: 4168.9150 - mean_absolute_error: 46.0682 - val_loss: 8694.9247 - val_mean_absolute_error: 62.0929 Epoch 3136/5000 148/148 [==============================] - 0s 41us/step - loss: 4168.2275 - mean_absolute_error: 46.0638 - val_loss: 8694.1382 - val_mean_absolute_error: 62.0897 Epoch 3137/5000 148/148 [==============================] - 0s 27us/step - loss: 4167.5259 - mean_absolute_error: 46.0594 - val_loss: 8693.3328 - val_mean_absolute_error: 62.0866 Epoch 3138/5000 148/148 [==============================] - 0s 20us/step - loss: 4166.8281 - mean_absolute_error: 46.0551 - val_loss: 8692.5421 - val_mean_absolute_error: 62.0836 Epoch 3139/5000 148/148 [==============================] - 0s 27us/step - loss: 4166.1357 - mean_absolute_error: 46.0507 - val_loss: 8691.8005 - val_mean_absolute_error: 62.0806 Epoch 3140/5000 148/148 [==============================] - 0s 27us/step - loss: 4165.4390 - mean_absolute_error: 46.0461 - val_loss: 8691.0331 - val_mean_absolute_error: 62.0777 Epoch 3141/5000 148/148 [==============================] - 0s 20us/step - loss: 4164.7363 - mean_absolute_error: 46.0416 - val_loss: 8690.2456 - val_mean_absolute_error: 62.0748 Epoch 3142/5000 148/148 [==============================] - 0s 34us/step - loss: 4164.0269 - mean_absolute_error: 46.0373 - val_loss: 8689.4345 - val_mean_absolute_error: 62.0719 Epoch 3143/5000 148/148 [==============================] - 0s 27us/step - loss: 4163.3472 - mean_absolute_error: 46.0330 - val_loss: 8688.6488 - val_mean_absolute_error: 62.0690 Epoch 3144/5000 148/148 [==============================] - 0s 34us/step - loss: 4162.6401 - mean_absolute_error: 46.0286 - val_loss: 8687.8037 - val_mean_absolute_error: 62.0660 Epoch 3145/5000 148/148 [==============================] - 0s 27us/step - loss: 4161.9482 - mean_absolute_error: 46.0246 - val_loss: 8687.0065 - val_mean_absolute_error: 62.0629 Epoch 3146/5000 148/148 [==============================] - 0s 27us/step - loss: 4161.2539 - mean_absolute_error: 46.0201 - val_loss: 8686.1811 - val_mean_absolute_error: 62.0597 Epoch 3147/5000 148/148 [==============================] - 0s 27us/step - loss: 4160.5605 - mean_absolute_error: 46.0156 - val_loss: 8685.3270 - val_mean_absolute_error: 62.0563 Epoch 3148/5000 148/148 [==============================] - 0s 27us/step - loss: 4159.8306 - mean_absolute_error: 46.0111 - val_loss: 8684.4468 - val_mean_absolute_error: 62.0528 Epoch 3149/5000 148/148 [==============================] - 0s 34us/step - loss: 4159.1309 - mean_absolute_error: 46.0067 - val_loss: 8683.5878 - val_mean_absolute_error: 62.0494 Epoch 3150/5000 148/148 [==============================] - 0s 27us/step - loss: 4158.4590 - mean_absolute_error: 46.0022 - val_loss: 8682.7706 - val_mean_absolute_error: 62.0461 Epoch 3151/5000 148/148 [==============================] - 0s 27us/step - loss: 4157.7568 - mean_absolute_error: 45.9976 - val_loss: 8681.9974 - val_mean_absolute_error: 62.0432 Epoch 3152/5000 148/148 [==============================] - 0s 27us/step - loss: 4157.0444 - mean_absolute_error: 45.9929 - val_loss: 8681.2529 - val_mean_absolute_error: 62.0406 Epoch 3153/5000 148/148 [==============================] - 0s 20us/step - loss: 4156.3384 - mean_absolute_error: 45.9883 - val_loss: 8680.4873 - val_mean_absolute_error: 62.0379 Epoch 3154/5000 148/148 [==============================] - 0s 27us/step - loss: 4155.6431 - mean_absolute_error: 45.9839 - val_loss: 8679.6677 - val_mean_absolute_error: 62.0350 Epoch 3155/5000 148/148 [==============================] - 0s 27us/step - loss: 4154.9512 - mean_absolute_error: 45.9796 - val_loss: 8678.8043 - val_mean_absolute_error: 62.0319 Epoch 3156/5000 148/148 [==============================] - 0s 20us/step - loss: 4154.2437 - mean_absolute_error: 45.9752 - val_loss: 8677.9027 - val_mean_absolute_error: 62.0286 Epoch 3157/5000 148/148 [==============================] - 0s 34us/step - loss: 4153.5425 - mean_absolute_error: 45.9709 - val_loss: 8677.0415 - val_mean_absolute_error: 62.0254 Epoch 3158/5000 148/148 [==============================] - 0s 27us/step - loss: 4152.8364 - mean_absolute_error: 45.9665 - val_loss: 8676.1869 - val_mean_absolute_error: 62.0225 Epoch 3159/5000 148/148 [==============================] - 0s 20us/step - loss: 4152.1533 - mean_absolute_error: 45.9623 - val_loss: 8675.3840 - val_mean_absolute_error: 62.0197 Epoch 3160/5000 148/148 [==============================] - 0s 27us/step - loss: 4151.4595 - mean_absolute_error: 45.9579 - val_loss: 8674.5710 - val_mean_absolute_error: 62.0168 Epoch 3161/5000 148/148 [==============================] - 0s 27us/step - loss: 4150.7646 - mean_absolute_error: 45.9534 - val_loss: 8673.7333 - val_mean_absolute_error: 62.0138 Epoch 3162/5000 148/148 [==============================] - 0s 27us/step - loss: 4150.0518 - mean_absolute_error: 45.9490 - val_loss: 8672.9934 - val_mean_absolute_error: 62.0109 Epoch 3163/5000 148/148 [==============================] - 0s 34us/step - loss: 4149.3457 - mean_absolute_error: 45.9442 - val_loss: 8672.3273 - val_mean_absolute_error: 62.0084 Epoch 3164/5000 148/148 [==============================] - 0s 34us/step - loss: 4148.6533 - mean_absolute_error: 45.9394 - val_loss: 8671.5455 - val_mean_absolute_error: 62.0056 Epoch 3165/5000 148/148 [==============================] - 0s 20us/step - loss: 4147.9565 - mean_absolute_error: 45.9351 - val_loss: 8670.6632 - val_mean_absolute_error: 62.0028 Epoch 3166/5000 148/148 [==============================] - 0s 27us/step - loss: 4147.2441 - mean_absolute_error: 45.9310 - val_loss: 8669.8245 - val_mean_absolute_error: 61.9998 Epoch 3167/5000 148/148 [==============================] - 0s 27us/step - loss: 4146.5576 - mean_absolute_error: 45.9266 - val_loss: 8668.9540 - val_mean_absolute_error: 61.9967 Epoch 3168/5000 148/148 [==============================] - 0s 27us/step - loss: 4145.8569 - mean_absolute_error: 45.9222 - val_loss: 8668.0813 - val_mean_absolute_error: 61.9935 Epoch 3169/5000 148/148 [==============================] - 0s 27us/step - loss: 4145.1460 - mean_absolute_error: 45.9177 - val_loss: 8667.2951 - val_mean_absolute_error: 61.9902 Epoch 3170/5000 148/148 [==============================] - 0s 27us/step - loss: 4144.4648 - mean_absolute_error: 45.9127 - val_loss: 8666.5081 - val_mean_absolute_error: 61.9872 Epoch 3171/5000 148/148 [==============================] - 0s 34us/step - loss: 4143.7729 - mean_absolute_error: 45.9080 - val_loss: 8665.6257 - val_mean_absolute_error: 61.9841 Epoch 3172/5000 148/148 [==============================] - 0s 54us/step - loss: 4143.0732 - mean_absolute_error: 45.9037 - val_loss: 8664.7047 - val_mean_absolute_error: 61.9810 Epoch 3173/5000 148/148 [==============================] - 0s 20us/step - loss: 4142.3701 - mean_absolute_error: 45.8996 - val_loss: 8663.8729 - val_mean_absolute_error: 61.9783 Epoch 3174/5000 148/148 [==============================] - 0s 27us/step - loss: 4141.6660 - mean_absolute_error: 45.8954 - val_loss: 8663.1380 - val_mean_absolute_error: 61.9756 Epoch 3175/5000 148/148 [==============================] - 0s 27us/step - loss: 4140.9697 - mean_absolute_error: 45.8908 - val_loss: 8662.3533 - val_mean_absolute_error: 61.9726 Epoch 3176/5000 148/148 [==============================] - 0s 20us/step - loss: 4140.2661 - mean_absolute_error: 45.8862 - val_loss: 8661.4866 - val_mean_absolute_error: 61.9693 Epoch 3177/5000 148/148 [==============================] - 0s 27us/step - loss: 4139.5771 - mean_absolute_error: 45.8818 - val_loss: 8660.6222 - val_mean_absolute_error: 61.9662 Epoch 3178/5000 148/148 [==============================] - 0s 34us/step - loss: 4138.8682 - mean_absolute_error: 45.8774 - val_loss: 8659.7567 - val_mean_absolute_error: 61.9630 Epoch 3179/5000 148/148 [==============================] - 0s 27us/step - loss: 4138.1582 - mean_absolute_error: 45.8732 - val_loss: 8658.9724 - val_mean_absolute_error: 61.9600 Epoch 3180/5000 148/148 [==============================] - 0s 27us/step - loss: 4137.4609 - mean_absolute_error: 45.8685 - val_loss: 8658.1611 - val_mean_absolute_error: 61.9569 Epoch 3181/5000 148/148 [==============================] - 0s 27us/step - loss: 4136.7627 - mean_absolute_error: 45.8638 - val_loss: 8657.3485 - val_mean_absolute_error: 61.9542 Epoch 3182/5000 148/148 [==============================] - 0s 27us/step - loss: 4136.0488 - mean_absolute_error: 45.8592 - val_loss: 8656.5317 - val_mean_absolute_error: 61.9517 Epoch 3183/5000 148/148 [==============================] - 0s 20us/step - loss: 4135.3423 - mean_absolute_error: 45.8548 - val_loss: 8655.6868 - val_mean_absolute_error: 61.9489 Epoch 3184/5000 148/148 [==============================] - 0s 34us/step - loss: 4134.6514 - mean_absolute_error: 45.8505 - val_loss: 8654.8488 - val_mean_absolute_error: 61.9458 Epoch 3185/5000 148/148 [==============================] - 0s 27us/step - loss: 4133.9316 - mean_absolute_error: 45.8458 - val_loss: 8653.9810 - val_mean_absolute_error: 61.9427 Epoch 3186/5000 148/148 [==============================] - 0s 27us/step - loss: 4133.2339 - mean_absolute_error: 45.8411 - val_loss: 8653.1139 - val_mean_absolute_error: 61.9396 Epoch 3187/5000 148/148 [==============================] - 0s 34us/step - loss: 4132.5425 - mean_absolute_error: 45.8366 - val_loss: 8652.2002 - val_mean_absolute_error: 61.9365 Epoch 3188/5000 148/148 [==============================] - 0s 34us/step - loss: 4131.8486 - mean_absolute_error: 45.8323 - val_loss: 8651.3902 - val_mean_absolute_error: 61.9336 Epoch 3189/5000 148/148 [==============================] - 0s 20us/step - loss: 4131.1426 - mean_absolute_error: 45.8276 - val_loss: 8650.6394 - val_mean_absolute_error: 61.9308 Epoch 3190/5000 148/148 [==============================] - 0s 27us/step - loss: 4130.4473 - mean_absolute_error: 45.8227 - val_loss: 8649.8211 - val_mean_absolute_error: 61.9279 Epoch 3191/5000 148/148 [==============================] - 0s 27us/step - loss: 4129.7412 - mean_absolute_error: 45.8181 - val_loss: 8648.9325 - val_mean_absolute_error: 61.9249 Epoch 3192/5000 148/148 [==============================] - 0s 34us/step - loss: 4129.0312 - mean_absolute_error: 45.8137 - val_loss: 8648.0936 - val_mean_absolute_error: 61.9220 Epoch 3193/5000 148/148 [==============================] - 0s 27us/step - loss: 4128.3413 - mean_absolute_error: 45.8093 - val_loss: 8647.3201 - val_mean_absolute_error: 61.9191 Epoch 3194/5000 148/148 [==============================] - 0s 20us/step - loss: 4127.6470 - mean_absolute_error: 45.8047 - val_loss: 8646.4935 - val_mean_absolute_error: 61.9162 Epoch 3195/5000 148/148 [==============================] - 0s 20us/step - loss: 4126.9453 - mean_absolute_error: 45.8003 - val_loss: 8645.7396 - val_mean_absolute_error: 61.9135 Epoch 3196/5000 148/148 [==============================] - 0s 27us/step - loss: 4126.2368 - mean_absolute_error: 45.7957 - val_loss: 8644.9017 - val_mean_absolute_error: 61.9106 Epoch 3197/5000 148/148 [==============================] - 0s 27us/step - loss: 4125.5327 - mean_absolute_error: 45.7914 - val_loss: 8644.1306 - val_mean_absolute_error: 61.9077 Epoch 3198/5000 148/148 [==============================] - 0s 27us/step - loss: 4124.8359 - mean_absolute_error: 45.7868 - val_loss: 8643.2966 - val_mean_absolute_error: 61.9047 Epoch 3199/5000 148/148 [==============================] - 0s 27us/step - loss: 4124.1357 - mean_absolute_error: 45.7823 - val_loss: 8642.5193 - val_mean_absolute_error: 61.9019 Epoch 3200/5000 148/148 [==============================] - 0s 27us/step - loss: 4123.4404 - mean_absolute_error: 45.7779 - val_loss: 8641.8039 - val_mean_absolute_error: 61.8992 Epoch 3201/5000 148/148 [==============================] - 0s 34us/step - loss: 4122.7456 - mean_absolute_error: 45.7731 - val_loss: 8641.0295 - val_mean_absolute_error: 61.8965 Epoch 3202/5000 148/148 [==============================] - 0s 27us/step - loss: 4122.0527 - mean_absolute_error: 45.7687 - val_loss: 8640.2480 - val_mean_absolute_error: 61.8937 Epoch 3203/5000 148/148 [==============================] - 0s 27us/step - loss: 4121.3545 - mean_absolute_error: 45.7642 - val_loss: 8639.4310 - val_mean_absolute_error: 61.8906 Epoch 3204/5000 148/148 [==============================] - 0s 27us/step - loss: 4120.6475 - mean_absolute_error: 45.7596 - val_loss: 8638.5434 - val_mean_absolute_error: 61.8875 Epoch 3205/5000 148/148 [==============================] - 0s 27us/step - loss: 4119.9482 - mean_absolute_error: 45.7550 - val_loss: 8637.6658 - val_mean_absolute_error: 61.8844 Epoch 3206/5000 148/148 [==============================] - 0s 20us/step - loss: 4119.2466 - mean_absolute_error: 45.7504 - val_loss: 8636.8975 - val_mean_absolute_error: 61.8814 Epoch 3207/5000 148/148 [==============================] - 0s 20us/step - loss: 4118.5518 - mean_absolute_error: 45.7454 - val_loss: 8636.0820 - val_mean_absolute_error: 61.8784 Epoch 3208/5000 148/148 [==============================] - 0s 27us/step - loss: 4117.8462 - mean_absolute_error: 45.7408 - val_loss: 8635.2599 - val_mean_absolute_error: 61.8754 Epoch 3209/5000 148/148 [==============================] - 0s 20us/step - loss: 4117.1543 - mean_absolute_error: 45.7363 - val_loss: 8634.5256 - val_mean_absolute_error: 61.8725 Epoch 3210/5000 148/148 [==============================] - 0s 27us/step - loss: 4116.4556 - mean_absolute_error: 45.7314 - val_loss: 8633.6654 - val_mean_absolute_error: 61.8693 Epoch 3211/5000 148/148 [==============================] - 0s 27us/step - loss: 4115.7598 - mean_absolute_error: 45.7270 - val_loss: 8632.8244 - val_mean_absolute_error: 61.8662 Epoch 3212/5000 148/148 [==============================] - 0s 27us/step - loss: 4115.0596 - mean_absolute_error: 45.7223 - val_loss: 8632.0468 - val_mean_absolute_error: 61.8632 Epoch 3213/5000 148/148 [==============================] - 0s 20us/step - loss: 4114.3726 - mean_absolute_error: 45.7177 - val_loss: 8631.3236 - val_mean_absolute_error: 61.8604 Epoch 3214/5000 148/148 [==============================] - 0s 27us/step - loss: 4113.6855 - mean_absolute_error: 45.7130 - val_loss: 8630.5241 - val_mean_absolute_error: 61.8573 Epoch 3215/5000 148/148 [==============================] - 0s 27us/step - loss: 4112.9810 - mean_absolute_error: 45.7086 - val_loss: 8629.6873 - val_mean_absolute_error: 61.8541 Epoch 3216/5000 148/148 [==============================] - 0s 27us/step - loss: 4112.2764 - mean_absolute_error: 45.7041 - val_loss: 8628.8721 - val_mean_absolute_error: 61.8510 Epoch 3217/5000 148/148 [==============================] - 0s 34us/step - loss: 4111.5986 - mean_absolute_error: 45.6996 - val_loss: 8628.0878 - val_mean_absolute_error: 61.8480 Epoch 3218/5000 148/148 [==============================] - 0s 27us/step - loss: 4110.8921 - mean_absolute_error: 45.6951 - val_loss: 8627.3827 - val_mean_absolute_error: 61.8455 Epoch 3219/5000 148/148 [==============================] - 0s 27us/step - loss: 4110.1836 - mean_absolute_error: 45.6905 - val_loss: 8626.6926 - val_mean_absolute_error: 61.8429 Epoch 3220/5000 148/148 [==============================] - 0s 34us/step - loss: 4109.5068 - mean_absolute_error: 45.6857 - val_loss: 8625.9657 - val_mean_absolute_error: 61.8401 Epoch 3221/5000 148/148 [==============================] - 0s 27us/step - loss: 4108.8213 - mean_absolute_error: 45.6810 - val_loss: 8625.1978 - val_mean_absolute_error: 61.8370 Epoch 3222/5000 148/148 [==============================] - 0s 27us/step - loss: 4108.1113 - mean_absolute_error: 45.6761 - val_loss: 8624.3574 - val_mean_absolute_error: 61.8337 Epoch 3223/5000 148/148 [==============================] - 0s 20us/step - loss: 4107.4170 - mean_absolute_error: 45.6715 - val_loss: 8623.4292 - val_mean_absolute_error: 61.8303 Epoch 3224/5000 148/148 [==============================] - 0s 27us/step - loss: 4106.7129 - mean_absolute_error: 45.6671 - val_loss: 8622.5522 - val_mean_absolute_error: 61.8271 Epoch 3225/5000 148/148 [==============================] - 0s 20us/step - loss: 4106.0127 - mean_absolute_error: 45.6625 - val_loss: 8621.7457 - val_mean_absolute_error: 61.8240 Epoch 3226/5000 148/148 [==============================] - 0s 34us/step - loss: 4105.3076 - mean_absolute_error: 45.6577 - val_loss: 8620.9904 - val_mean_absolute_error: 61.8211 Epoch 3227/5000 148/148 [==============================] - 0s 27us/step - loss: 4104.6392 - mean_absolute_error: 45.6529 - val_loss: 8620.2015 - val_mean_absolute_error: 61.8182 Epoch 3228/5000 148/148 [==============================] - 0s 27us/step - loss: 4103.9590 - mean_absolute_error: 45.6481 - val_loss: 8619.3628 - val_mean_absolute_error: 61.8152 Epoch 3229/5000 148/148 [==============================] - 0s 27us/step - loss: 4103.2563 - mean_absolute_error: 45.6435 - val_loss: 8618.4745 - val_mean_absolute_error: 61.8120 Epoch 3230/5000 148/148 [==============================] - 0s 27us/step - loss: 4102.5576 - mean_absolute_error: 45.6393 - val_loss: 8617.6306 - val_mean_absolute_error: 61.8088 Epoch 3231/5000 148/148 [==============================] - 0s 27us/step - loss: 4101.8701 - mean_absolute_error: 45.6350 - val_loss: 8616.8956 - val_mean_absolute_error: 61.8058 Epoch 3232/5000 148/148 [==============================] - 0s 34us/step - loss: 4101.1670 - mean_absolute_error: 45.6302 - val_loss: 8616.2184 - val_mean_absolute_error: 61.8029 Epoch 3233/5000 148/148 [==============================] - 0s 27us/step - loss: 4100.4844 - mean_absolute_error: 45.6253 - val_loss: 8615.5755 - val_mean_absolute_error: 61.8003 Epoch 3234/5000 148/148 [==============================] - 0s 27us/step - loss: 4099.8198 - mean_absolute_error: 45.6204 - val_loss: 8614.9172 - val_mean_absolute_error: 61.7978 Epoch 3235/5000 148/148 [==============================] - 0s 34us/step - loss: 4099.1284 - mean_absolute_error: 45.6157 - val_loss: 8614.1540 - val_mean_absolute_error: 61.7952 Epoch 3236/5000 148/148 [==============================] - 0s 27us/step - loss: 4098.4282 - mean_absolute_error: 45.6113 - val_loss: 8613.2747 - val_mean_absolute_error: 61.7923 Epoch 3237/5000 148/148 [==============================] - 0s 27us/step - loss: 4097.7144 - mean_absolute_error: 45.6072 - val_loss: 8612.3398 - val_mean_absolute_error: 61.7892 Epoch 3238/5000 148/148 [==============================] - 0s 27us/step - loss: 4097.0474 - mean_absolute_error: 45.6033 - val_loss: 8611.5173 - val_mean_absolute_error: 61.7862 Epoch 3239/5000 148/148 [==============================] - 0s 27us/step - loss: 4096.3638 - mean_absolute_error: 45.5990 - val_loss: 8610.7836 - val_mean_absolute_error: 61.7832 Epoch 3240/5000 148/148 [==============================] - 0s 27us/step - loss: 4095.6448 - mean_absolute_error: 45.5940 - val_loss: 8610.1198 - val_mean_absolute_error: 61.7802 Epoch 3241/5000 148/148 [==============================] - 0s 34us/step - loss: 4094.9460 - mean_absolute_error: 45.5888 - val_loss: 8609.3062 - val_mean_absolute_error: 61.7769 Epoch 3242/5000 148/148 [==============================] - 0s 20us/step - loss: 4094.2812 - mean_absolute_error: 45.5841 - val_loss: 8608.4023 - val_mean_absolute_error: 61.7736 Epoch 3243/5000 148/148 [==============================] - 0s 27us/step - loss: 4093.5776 - mean_absolute_error: 45.5797 - val_loss: 8607.4116 - val_mean_absolute_error: 61.7703 Epoch 3244/5000 148/148 [==============================] - 0s 20us/step - loss: 4092.8940 - mean_absolute_error: 45.5758 - val_loss: 8606.5461 - val_mean_absolute_error: 61.7671 Epoch 3245/5000 148/148 [==============================] - 0s 27us/step - loss: 4092.2095 - mean_absolute_error: 45.5714 - val_loss: 8605.8221 - val_mean_absolute_error: 61.7641 Epoch 3246/5000 148/148 [==============================] - 0s 27us/step - loss: 4091.5173 - mean_absolute_error: 45.5665 - val_loss: 8605.0732 - val_mean_absolute_error: 61.7611 Epoch 3247/5000 148/148 [==============================] - 0s 20us/step - loss: 4090.8103 - mean_absolute_error: 45.5617 - val_loss: 8604.2881 - val_mean_absolute_error: 61.7580 Epoch 3248/5000 148/148 [==============================] - 0s 27us/step - loss: 4090.1292 - mean_absolute_error: 45.5569 - val_loss: 8603.4487 - val_mean_absolute_error: 61.7549 Epoch 3249/5000 148/148 [==============================] - 0s 27us/step - loss: 4089.4636 - mean_absolute_error: 45.5527 - val_loss: 8602.6377 - val_mean_absolute_error: 61.7517 Epoch 3250/5000 148/148 [==============================] - 0s 27us/step - loss: 4088.7771 - mean_absolute_error: 45.5482 - val_loss: 8601.7942 - val_mean_absolute_error: 61.7484 Epoch 3251/5000 148/148 [==============================] - 0s 27us/step - loss: 4088.0884 - mean_absolute_error: 45.5439 - val_loss: 8600.9227 - val_mean_absolute_error: 61.7450 Epoch 3252/5000 148/148 [==============================] - 0s 20us/step - loss: 4087.4194 - mean_absolute_error: 45.5396 - val_loss: 8600.0345 - val_mean_absolute_error: 61.7415 Epoch 3253/5000 148/148 [==============================] - 0s 27us/step - loss: 4086.7446 - mean_absolute_error: 45.5353 - val_loss: 8599.2719 - val_mean_absolute_error: 61.7383 Epoch 3254/5000 148/148 [==============================] - 0s 27us/step - loss: 4086.0950 - mean_absolute_error: 45.5307 - val_loss: 8598.5148 - val_mean_absolute_error: 61.7354 Epoch 3255/5000 148/148 [==============================] - 0s 34us/step - loss: 4085.4270 - mean_absolute_error: 45.5261 - val_loss: 8597.7679 - val_mean_absolute_error: 61.7327 Epoch 3256/5000 148/148 [==============================] - 0s 27us/step - loss: 4084.7314 - mean_absolute_error: 45.5216 - val_loss: 8596.9360 - val_mean_absolute_error: 61.7299 Epoch 3257/5000 148/148 [==============================] - 0s 20us/step - loss: 4084.1008 - mean_absolute_error: 45.5176 - val_loss: 8596.1265 - val_mean_absolute_error: 61.7271 Epoch 3258/5000 148/148 [==============================] - 0s 27us/step - loss: 4083.4548 - mean_absolute_error: 45.5135 - val_loss: 8595.4100 - val_mean_absolute_error: 61.7243 Epoch 3259/5000 148/148 [==============================] - 0s 27us/step - loss: 4082.7825 - mean_absolute_error: 45.5089 - val_loss: 8594.6729 - val_mean_absolute_error: 61.7211 Epoch 3260/5000 148/148 [==============================] - 0s 20us/step - loss: 4082.0938 - mean_absolute_error: 45.5040 - val_loss: 8593.9204 - val_mean_absolute_error: 61.7179 Epoch 3261/5000 148/148 [==============================] - 0s 27us/step - loss: 4081.4214 - mean_absolute_error: 45.4992 - val_loss: 8593.1695 - val_mean_absolute_error: 61.7148 Epoch 3262/5000 148/148 [==============================] - 0s 34us/step - loss: 4080.7771 - mean_absolute_error: 45.4945 - val_loss: 8592.3384 - val_mean_absolute_error: 61.7118 Epoch 3263/5000 148/148 [==============================] - 0s 41us/step - loss: 4080.1035 - mean_absolute_error: 45.4902 - val_loss: 8591.5968 - val_mean_absolute_error: 61.7092 Epoch 3264/5000 148/148 [==============================] - 0s 27us/step - loss: 4079.4299 - mean_absolute_error: 45.4858 - val_loss: 8590.8258 - val_mean_absolute_error: 61.7066 Epoch 3265/5000 148/148 [==============================] - 0s 27us/step - loss: 4078.7771 - mean_absolute_error: 45.4815 - val_loss: 8589.9776 - val_mean_absolute_error: 61.7036 Epoch 3266/5000 148/148 [==============================] - 0s 34us/step - loss: 4078.1318 - mean_absolute_error: 45.4775 - val_loss: 8589.2123 - val_mean_absolute_error: 61.7007 Epoch 3267/5000 148/148 [==============================] - 0s 34us/step - loss: 4077.4700 - mean_absolute_error: 45.4729 - val_loss: 8588.5047 - val_mean_absolute_error: 61.6976 Epoch 3268/5000 148/148 [==============================] - 0s 34us/step - loss: 4076.7930 - mean_absolute_error: 45.4681 - val_loss: 8587.8551 - val_mean_absolute_error: 61.6946 Epoch 3269/5000 148/148 [==============================] - 0s 20us/step - loss: 4076.1521 - mean_absolute_error: 45.4633 - val_loss: 8587.1010 - val_mean_absolute_error: 61.6915 Epoch 3270/5000 148/148 [==============================] - 0s 34us/step - loss: 4075.4958 - mean_absolute_error: 45.4589 - val_loss: 8586.3065 - val_mean_absolute_error: 61.6886 Epoch 3271/5000 148/148 [==============================] - 0s 20us/step - loss: 4074.8306 - mean_absolute_error: 45.4547 - val_loss: 8585.5681 - val_mean_absolute_error: 61.6860 Epoch 3272/5000 148/148 [==============================] - 0s 27us/step - loss: 4074.1650 - mean_absolute_error: 45.4505 - val_loss: 8584.8620 - val_mean_absolute_error: 61.6836 Epoch 3273/5000 148/148 [==============================] - 0s 34us/step - loss: 4073.5005 - mean_absolute_error: 45.4461 - val_loss: 8584.1622 - val_mean_absolute_error: 61.6811 Epoch 3274/5000 148/148 [==============================] - 0s 20us/step - loss: 4072.8467 - mean_absolute_error: 45.4417 - val_loss: 8583.3689 - val_mean_absolute_error: 61.6782 Epoch 3275/5000 148/148 [==============================] - 0s 27us/step - loss: 4072.1853 - mean_absolute_error: 45.4373 - val_loss: 8582.6638 - val_mean_absolute_error: 61.6753 Epoch 3276/5000 148/148 [==============================] - 0s 20us/step - loss: 4071.5410 - mean_absolute_error: 45.4323 - val_loss: 8581.9090 - val_mean_absolute_error: 61.6725 Epoch 3277/5000 148/148 [==============================] - 0s 27us/step - loss: 4070.9050 - mean_absolute_error: 45.4277 - val_loss: 8581.1036 - val_mean_absolute_error: 61.6696 Epoch 3278/5000 148/148 [==============================] - 0s 27us/step - loss: 4070.2344 - mean_absolute_error: 45.4233 - val_loss: 8580.2289 - val_mean_absolute_error: 61.6667 Epoch 3279/5000 148/148 [==============================] - 0s 20us/step - loss: 4069.5730 - mean_absolute_error: 45.4193 - val_loss: 8579.5044 - val_mean_absolute_error: 61.6640 Epoch 3280/5000 148/148 [==============================] - 0s 27us/step - loss: 4068.9316 - mean_absolute_error: 45.4150 - val_loss: 8578.8537 - val_mean_absolute_error: 61.6614 Epoch 3281/5000 148/148 [==============================] - 0s 27us/step - loss: 4068.2698 - mean_absolute_error: 45.4105 - val_loss: 8578.2676 - val_mean_absolute_error: 61.6592 Epoch 3282/5000 148/148 [==============================] - 0s 20us/step - loss: 4067.6145 - mean_absolute_error: 45.4057 - val_loss: 8577.6945 - val_mean_absolute_error: 61.6571 Epoch 3283/5000 148/148 [==============================] - 0s 34us/step - loss: 4066.9658 - mean_absolute_error: 45.4009 - val_loss: 8576.9857 - val_mean_absolute_error: 61.6548 Epoch 3284/5000 148/148 [==============================] - 0s 20us/step - loss: 4066.3130 - mean_absolute_error: 45.3964 - val_loss: 8576.1823 - val_mean_absolute_error: 61.6524 Epoch 3285/5000 148/148 [==============================] - 0s 20us/step - loss: 4065.6470 - mean_absolute_error: 45.3923 - val_loss: 8575.3883 - val_mean_absolute_error: 61.6502 Epoch 3286/5000 148/148 [==============================] - 0s 27us/step - loss: 4064.9946 - mean_absolute_error: 45.3883 - val_loss: 8574.7150 - val_mean_absolute_error: 61.6481 Epoch 3287/5000 148/148 [==============================] - 0s 27us/step - loss: 4064.3398 - mean_absolute_error: 45.3839 - val_loss: 8574.1671 - val_mean_absolute_error: 61.6462 Epoch 3288/5000 148/148 [==============================] - 0s 27us/step - loss: 4063.6660 - mean_absolute_error: 45.3790 - val_loss: 8573.5960 - val_mean_absolute_error: 61.6441 Epoch 3289/5000 148/148 [==============================] - 0s 27us/step - loss: 4063.0266 - mean_absolute_error: 45.3743 - val_loss: 8572.9118 - val_mean_absolute_error: 61.6418 Epoch 3290/5000 148/148 [==============================] - 0s 27us/step - loss: 4062.3633 - mean_absolute_error: 45.3697 - val_loss: 8572.1536 - val_mean_absolute_error: 61.6395 Epoch 3291/5000 148/148 [==============================] - 0s 27us/step - loss: 4061.7048 - mean_absolute_error: 45.3654 - val_loss: 8571.3725 - val_mean_absolute_error: 61.6371 Epoch 3292/5000 148/148 [==============================] - 0s 27us/step - loss: 4061.0630 - mean_absolute_error: 45.3611 - val_loss: 8570.6537 - val_mean_absolute_error: 61.6347 Epoch 3293/5000 148/148 [==============================] - 0s 27us/step - loss: 4060.4197 - mean_absolute_error: 45.3566 - val_loss: 8569.9322 - val_mean_absolute_error: 61.6325 Epoch 3294/5000 148/148 [==============================] - 0s 27us/step - loss: 4059.7593 - mean_absolute_error: 45.3522 - val_loss: 8569.2974 - val_mean_absolute_error: 61.6305 Epoch 3295/5000 148/148 [==============================] - 0s 27us/step - loss: 4059.1060 - mean_absolute_error: 45.3477 - val_loss: 8568.7136 - val_mean_absolute_error: 61.6285 Epoch 3296/5000 148/148 [==============================] - 0s 20us/step - loss: 4058.4446 - mean_absolute_error: 45.3429 - val_loss: 8568.0524 - val_mean_absolute_error: 61.6264 Epoch 3297/5000 148/148 [==============================] - 0s 27us/step - loss: 4057.7917 - mean_absolute_error: 45.3383 - val_loss: 8567.2960 - val_mean_absolute_error: 61.6241 Epoch 3298/5000 148/148 [==============================] - 0s 27us/step - loss: 4057.1367 - mean_absolute_error: 45.3341 - val_loss: 8566.4870 - val_mean_absolute_error: 61.6215 Epoch 3299/5000 148/148 [==============================] - 0s 20us/step - loss: 4056.5093 - mean_absolute_error: 45.3302 - val_loss: 8565.7893 - val_mean_absolute_error: 61.6192 Epoch 3300/5000 148/148 [==============================] - 0s 27us/step - loss: 4055.8628 - mean_absolute_error: 45.3259 - val_loss: 8565.1787 - val_mean_absolute_error: 61.6171 Epoch 3301/5000 148/148 [==============================] - 0s 34us/step - loss: 4055.1790 - mean_absolute_error: 45.3209 - val_loss: 8564.6863 - val_mean_absolute_error: 61.6154 Epoch 3302/5000 148/148 [==============================] - 0s 27us/step - loss: 4054.5579 - mean_absolute_error: 45.3159 - val_loss: 8564.0917 - val_mean_absolute_error: 61.6136 Epoch 3303/5000 148/148 [==============================] - 0s 20us/step - loss: 4053.9160 - mean_absolute_error: 45.3114 - val_loss: 8563.3974 - val_mean_absolute_error: 61.6117 Epoch 3304/5000 148/148 [==============================] - 0s 27us/step - loss: 4053.2524 - mean_absolute_error: 45.3072 - val_loss: 8562.6088 - val_mean_absolute_error: 61.6095 Epoch 3305/5000 148/148 [==============================] - 0s 27us/step - loss: 4052.6047 - mean_absolute_error: 45.3033 - val_loss: 8561.7971 - val_mean_absolute_error: 61.6071 Epoch 3306/5000 148/148 [==============================] - 0s 27us/step - loss: 4051.9607 - mean_absolute_error: 45.2993 - val_loss: 8561.0846 - val_mean_absolute_error: 61.6048 Epoch 3307/5000 148/148 [==============================] - 0s 27us/step - loss: 4051.2957 - mean_absolute_error: 45.2947 - val_loss: 8560.4760 - val_mean_absolute_error: 61.6027 Epoch 3308/5000 148/148 [==============================] - 0s 27us/step - loss: 4050.6279 - mean_absolute_error: 45.2895 - val_loss: 8559.9265 - val_mean_absolute_error: 61.6008 Epoch 3309/5000 148/148 [==============================] - 0s 20us/step - loss: 4050.0227 - mean_absolute_error: 45.2844 - val_loss: 8559.2755 - val_mean_absolute_error: 61.5987 Epoch 3310/5000 148/148 [==============================] - 0s 27us/step - loss: 4049.3911 - mean_absolute_error: 45.2796 - val_loss: 8558.5219 - val_mean_absolute_error: 61.5965 Epoch 3311/5000 148/148 [==============================] - 0s 27us/step - loss: 4048.7183 - mean_absolute_error: 45.2752 - val_loss: 8557.6876 - val_mean_absolute_error: 61.5943 Epoch 3312/5000 148/148 [==============================] - 0s 20us/step - loss: 4048.0342 - mean_absolute_error: 45.2712 - val_loss: 8556.8375 - val_mean_absolute_error: 61.5918 Epoch 3313/5000 148/148 [==============================] - 0s 20us/step - loss: 4047.3975 - mean_absolute_error: 45.2673 - val_loss: 8556.0937 - val_mean_absolute_error: 61.5895 Epoch 3314/5000 148/148 [==============================] - 0s 34us/step - loss: 4046.7478 - mean_absolute_error: 45.2630 - val_loss: 8555.4460 - val_mean_absolute_error: 61.5874 Epoch 3315/5000 148/148 [==============================] - 0s 20us/step - loss: 4046.0811 - mean_absolute_error: 45.2581 - val_loss: 8554.8757 - val_mean_absolute_error: 61.5854 Epoch 3316/5000 148/148 [==============================] - 0s 34us/step - loss: 4045.4336 - mean_absolute_error: 45.2533 - val_loss: 8554.3018 - val_mean_absolute_error: 61.5836 Epoch 3317/5000 148/148 [==============================] - 0s 27us/step - loss: 4044.7927 - mean_absolute_error: 45.2486 - val_loss: 8553.6701 - val_mean_absolute_error: 61.5818 Epoch 3318/5000 148/148 [==============================] - 0s 27us/step - loss: 4044.1411 - mean_absolute_error: 45.2442 - val_loss: 8552.9632 - val_mean_absolute_error: 61.5799 Epoch 3319/5000 148/148 [==============================] - 0s 20us/step - loss: 4043.4946 - mean_absolute_error: 45.2400 - val_loss: 8552.2236 - val_mean_absolute_error: 61.5777 Epoch 3320/5000 148/148 [==============================] - 0s 27us/step - loss: 4042.8420 - mean_absolute_error: 45.2358 - val_loss: 8551.4234 - val_mean_absolute_error: 61.5752 Epoch 3321/5000 148/148 [==============================] - 0s 27us/step - loss: 4042.1926 - mean_absolute_error: 45.2317 - val_loss: 8550.6720 - val_mean_absolute_error: 61.5727 Epoch 3322/5000 148/148 [==============================] - 0s 27us/step - loss: 4041.5596 - mean_absolute_error: 45.2275 - val_loss: 8549.9532 - val_mean_absolute_error: 61.5703 Epoch 3323/5000 148/148 [==============================] - 0s 34us/step - loss: 4040.9021 - mean_absolute_error: 45.2232 - val_loss: 8549.2831 - val_mean_absolute_error: 61.5681 Epoch 3324/5000 148/148 [==============================] - 0s 27us/step - loss: 4040.2449 - mean_absolute_error: 45.2185 - val_loss: 8548.6754 - val_mean_absolute_error: 61.5661 Epoch 3325/5000 148/148 [==============================] - 0s 27us/step - loss: 4039.5933 - mean_absolute_error: 45.2135 - val_loss: 8548.0764 - val_mean_absolute_error: 61.5640 Epoch 3326/5000 148/148 [==============================] - 0s 20us/step - loss: 4038.9492 - mean_absolute_error: 45.2086 - val_loss: 8547.4543 - val_mean_absolute_error: 61.5619 Epoch 3327/5000 148/148 [==============================] - 0s 34us/step - loss: 4038.3120 - mean_absolute_error: 45.2038 - val_loss: 8546.7836 - val_mean_absolute_error: 61.5597 Epoch 3328/5000 148/148 [==============================] - 0s 27us/step - loss: 4037.6741 - mean_absolute_error: 45.1992 - val_loss: 8546.0085 - val_mean_absolute_error: 61.5574 Epoch 3329/5000 148/148 [==============================] - 0s 27us/step - loss: 4036.9983 - mean_absolute_error: 45.1951 - val_loss: 8545.1413 - val_mean_absolute_error: 61.5549 Epoch 3330/5000 148/148 [==============================] - 0s 34us/step - loss: 4036.3442 - mean_absolute_error: 45.1914 - val_loss: 8544.3920 - val_mean_absolute_error: 61.5525 Epoch 3331/5000 148/148 [==============================] - 0s 27us/step - loss: 4035.7117 - mean_absolute_error: 45.1873 - val_loss: 8543.7529 - val_mean_absolute_error: 61.5503 Epoch 3332/5000 148/148 [==============================] - 0s 27us/step - loss: 4035.0493 - mean_absolute_error: 45.1826 - val_loss: 8543.1440 - val_mean_absolute_error: 61.5484 Epoch 3333/5000 148/148 [==============================] - 0s 27us/step - loss: 4034.3970 - mean_absolute_error: 45.1779 - val_loss: 8542.5160 - val_mean_absolute_error: 61.5465 Epoch 3334/5000 148/148 [==============================] - 0s 27us/step - loss: 4033.7336 - mean_absolute_error: 45.1733 - val_loss: 8541.8560 - val_mean_absolute_error: 61.5446 Epoch 3335/5000 148/148 [==============================] - 0s 27us/step - loss: 4033.1052 - mean_absolute_error: 45.1687 - val_loss: 8541.1641 - val_mean_absolute_error: 61.5424 Epoch 3336/5000 148/148 [==============================] - 0s 27us/step - loss: 4032.4607 - mean_absolute_error: 45.1641 - val_loss: 8540.4671 - val_mean_absolute_error: 61.5401 Epoch 3337/5000 148/148 [==============================] - 0s 27us/step - loss: 4031.8010 - mean_absolute_error: 45.1597 - val_loss: 8539.7268 - val_mean_absolute_error: 61.5377 Epoch 3338/5000 148/148 [==============================] - 0s 27us/step - loss: 4031.1604 - mean_absolute_error: 45.1556 - val_loss: 8538.9409 - val_mean_absolute_error: 61.5353 Epoch 3339/5000 148/148 [==============================] - 0s 34us/step - loss: 4030.5305 - mean_absolute_error: 45.1516 - val_loss: 8538.2845 - val_mean_absolute_error: 61.5331 Epoch 3340/5000 148/148 [==============================] - 0s 34us/step - loss: 4029.8687 - mean_absolute_error: 45.1470 - val_loss: 8537.7464 - val_mean_absolute_error: 61.5311 Epoch 3341/5000 148/148 [==============================] - 0s 20us/step - loss: 4029.2119 - mean_absolute_error: 45.1422 - val_loss: 8537.1525 - val_mean_absolute_error: 61.5291 Epoch 3342/5000 148/148 [==============================] - 0s 27us/step - loss: 4028.5806 - mean_absolute_error: 45.1375 - val_loss: 8536.4729 - val_mean_absolute_error: 61.5271 Epoch 3343/5000 148/148 [==============================] - 0s 27us/step - loss: 4027.9346 - mean_absolute_error: 45.1330 - val_loss: 8535.6818 - val_mean_absolute_error: 61.5247 Epoch 3344/5000 148/148 [==============================] - 0s 27us/step - loss: 4027.2825 - mean_absolute_error: 45.1289 - val_loss: 8534.9101 - val_mean_absolute_error: 61.5222 Epoch 3345/5000 148/148 [==============================] - 0s 27us/step - loss: 4026.6487 - mean_absolute_error: 45.1246 - val_loss: 8534.2013 - val_mean_absolute_error: 61.5196 Epoch 3346/5000 148/148 [==============================] - 0s 27us/step - loss: 4025.9932 - mean_absolute_error: 45.1200 - val_loss: 8533.5226 - val_mean_absolute_error: 61.5173 Epoch 3347/5000 148/148 [==============================] - 0s 34us/step - loss: 4025.3552 - mean_absolute_error: 45.1154 - val_loss: 8532.8026 - val_mean_absolute_error: 61.5152 Epoch 3348/5000 148/148 [==============================] - 0s 27us/step - loss: 4024.7007 - mean_absolute_error: 45.1109 - val_loss: 8532.0348 - val_mean_absolute_error: 61.5131 Epoch 3349/5000 148/148 [==============================] - 0s 27us/step - loss: 4024.0637 - mean_absolute_error: 45.1068 - val_loss: 8531.3554 - val_mean_absolute_error: 61.5110 Epoch 3350/5000 148/148 [==============================] - 0s 27us/step - loss: 4023.4194 - mean_absolute_error: 45.1023 - val_loss: 8530.7566 - val_mean_absolute_error: 61.5091 Epoch 3351/5000 148/148 [==============================] - 0s 34us/step - loss: 4022.7761 - mean_absolute_error: 45.0977 - val_loss: 8530.1477 - val_mean_absolute_error: 61.5069 Epoch 3352/5000 148/148 [==============================] - 0s 27us/step - loss: 4022.1301 - mean_absolute_error: 45.0930 - val_loss: 8529.4637 - val_mean_absolute_error: 61.5043 Epoch 3353/5000 148/148 [==============================] - 0s 27us/step - loss: 4021.4785 - mean_absolute_error: 45.0885 - val_loss: 8528.7817 - val_mean_absolute_error: 61.5019 Epoch 3354/5000 148/148 [==============================] - 0s 34us/step - loss: 4020.8379 - mean_absolute_error: 45.0842 - val_loss: 8528.1361 - val_mean_absolute_error: 61.4997 Epoch 3355/5000 148/148 [==============================] - 0s 27us/step - loss: 4020.2070 - mean_absolute_error: 45.0797 - val_loss: 8527.5042 - val_mean_absolute_error: 61.4977 Epoch 3356/5000 148/148 [==============================] - 0s 27us/step - loss: 4019.5632 - mean_absolute_error: 45.0751 - val_loss: 8526.7696 - val_mean_absolute_error: 61.4956 Epoch 3357/5000 148/148 [==============================] - 0s 27us/step - loss: 4018.9150 - mean_absolute_error: 45.0709 - val_loss: 8526.0107 - val_mean_absolute_error: 61.4934 Epoch 3358/5000 148/148 [==============================] - 0s 27us/step - loss: 4018.2708 - mean_absolute_error: 45.0666 - val_loss: 8525.3612 - val_mean_absolute_error: 61.4913 Epoch 3359/5000 148/148 [==============================] - 0s 27us/step - loss: 4017.6208 - mean_absolute_error: 45.0619 - val_loss: 8524.6286 - val_mean_absolute_error: 61.4887 Epoch 3360/5000 148/148 [==============================] - 0s 27us/step - loss: 4016.9937 - mean_absolute_error: 45.0573 - val_loss: 8523.9157 - val_mean_absolute_error: 61.4864 Epoch 3361/5000 148/148 [==============================] - 0s 27us/step - loss: 4016.3589 - mean_absolute_error: 45.0530 - val_loss: 8523.2654 - val_mean_absolute_error: 61.4843 Epoch 3362/5000 148/148 [==============================] - 0s 34us/step - loss: 4015.7302 - mean_absolute_error: 45.0486 - val_loss: 8522.6170 - val_mean_absolute_error: 61.4824 Epoch 3363/5000 148/148 [==============================] - 0s 27us/step - loss: 4015.0925 - mean_absolute_error: 45.0444 - val_loss: 8522.0615 - val_mean_absolute_error: 61.4806 Epoch 3364/5000 148/148 [==============================] - 0s 34us/step - loss: 4014.4688 - mean_absolute_error: 45.0399 - val_loss: 8521.4654 - val_mean_absolute_error: 61.4785 Epoch 3365/5000 148/148 [==============================] - 0s 27us/step - loss: 4013.8374 - mean_absolute_error: 45.0353 - val_loss: 8520.8308 - val_mean_absolute_error: 61.4762 Epoch 3366/5000 148/148 [==============================] - 0s 34us/step - loss: 4013.1868 - mean_absolute_error: 45.0308 - val_loss: 8520.2031 - val_mean_absolute_error: 61.4741 Epoch 3367/5000 148/148 [==============================] - 0s 27us/step - loss: 4012.5457 - mean_absolute_error: 45.0263 - val_loss: 8519.5093 - val_mean_absolute_error: 61.4720 Epoch 3368/5000 148/148 [==============================] - 0s 27us/step - loss: 4011.9165 - mean_absolute_error: 45.0221 - val_loss: 8518.8638 - val_mean_absolute_error: 61.4701 Epoch 3369/5000 148/148 [==============================] - 0s 27us/step - loss: 4011.2715 - mean_absolute_error: 45.0178 - val_loss: 8518.1794 - val_mean_absolute_error: 61.4683 Epoch 3370/5000 148/148 [==============================] - 0s 27us/step - loss: 4010.6406 - mean_absolute_error: 45.0138 - val_loss: 8517.5413 - val_mean_absolute_error: 61.4664 Epoch 3371/5000 148/148 [==============================] - 0s 27us/step - loss: 4010.0007 - mean_absolute_error: 45.0094 - val_loss: 8516.9851 - val_mean_absolute_error: 61.4646 Epoch 3372/5000 148/148 [==============================] - 0s 34us/step - loss: 4009.3726 - mean_absolute_error: 45.0047 - val_loss: 8516.4568 - val_mean_absolute_error: 61.4629 Epoch 3373/5000 148/148 [==============================] - 0s 27us/step - loss: 4008.7305 - mean_absolute_error: 45.0000 - val_loss: 8515.9074 - val_mean_absolute_error: 61.4611 Epoch 3374/5000 148/148 [==============================] - 0s 27us/step - loss: 4008.1006 - mean_absolute_error: 44.9954 - val_loss: 8515.2573 - val_mean_absolute_error: 61.4593 Epoch 3375/5000 148/148 [==============================] - 0s 27us/step - loss: 4007.4653 - mean_absolute_error: 44.9914 - val_loss: 8514.5984 - val_mean_absolute_error: 61.4573 Epoch 3376/5000 148/148 [==============================] - 0s 20us/step - loss: 4006.8333 - mean_absolute_error: 44.9872 - val_loss: 8514.0338 - val_mean_absolute_error: 61.4554 Epoch 3377/5000 148/148 [==============================] - 0s 27us/step - loss: 4006.1956 - mean_absolute_error: 44.9827 - val_loss: 8513.4300 - val_mean_absolute_error: 61.4533 Epoch 3378/5000 148/148 [==============================] - 0s 27us/step - loss: 4005.5532 - mean_absolute_error: 44.9780 - val_loss: 8512.7158 - val_mean_absolute_error: 61.4510 Epoch 3379/5000 148/148 [==============================] - 0s 27us/step - loss: 4004.9058 - mean_absolute_error: 44.9736 - val_loss: 8512.0025 - val_mean_absolute_error: 61.4489 Epoch 3380/5000 148/148 [==============================] - 0s 20us/step - loss: 4004.2759 - mean_absolute_error: 44.9692 - val_loss: 8511.3401 - val_mean_absolute_error: 61.4469 Epoch 3381/5000 148/148 [==============================] - 0s 20us/step - loss: 4003.6348 - mean_absolute_error: 44.9647 - val_loss: 8510.7102 - val_mean_absolute_error: 61.4449 Epoch 3382/5000 148/148 [==============================] - 0s 20us/step - loss: 4002.9861 - mean_absolute_error: 44.9602 - val_loss: 8510.1087 - val_mean_absolute_error: 61.4428 Epoch 3383/5000 148/148 [==============================] - 0s 34us/step - loss: 4002.3281 - mean_absolute_error: 44.9555 - val_loss: 8509.5271 - val_mean_absolute_error: 61.4409 Epoch 3384/5000 148/148 [==============================] - 0s 27us/step - loss: 4001.6990 - mean_absolute_error: 44.9510 - val_loss: 8508.9410 - val_mean_absolute_error: 61.4388 Epoch 3385/5000 148/148 [==============================] - 0s 27us/step - loss: 4001.0630 - mean_absolute_error: 44.9463 - val_loss: 8508.3094 - val_mean_absolute_error: 61.4364 Epoch 3386/5000 148/148 [==============================] - 0s 27us/step - loss: 4000.4180 - mean_absolute_error: 44.9415 - val_loss: 8507.5774 - val_mean_absolute_error: 61.4339 Epoch 3387/5000 148/148 [==============================] - 0s 20us/step - loss: 3999.7732 - mean_absolute_error: 44.9371 - val_loss: 8506.7983 - val_mean_absolute_error: 61.4315 Epoch 3388/5000 148/148 [==============================] - 0s 27us/step - loss: 3999.1199 - mean_absolute_error: 44.9328 - val_loss: 8506.1110 - val_mean_absolute_error: 61.4292 Epoch 3389/5000 148/148 [==============================] - 0s 27us/step - loss: 3998.5012 - mean_absolute_error: 44.9284 - val_loss: 8505.4767 - val_mean_absolute_error: 61.4271 Epoch 3390/5000 148/148 [==============================] - 0s 27us/step - loss: 3997.8518 - mean_absolute_error: 44.9238 - val_loss: 8504.8864 - val_mean_absolute_error: 61.4252 Epoch 3391/5000 148/148 [==============================] - 0s 27us/step - loss: 3997.2036 - mean_absolute_error: 44.9193 - val_loss: 8504.3213 - val_mean_absolute_error: 61.4233 Epoch 3392/5000 148/148 [==============================] - 0s 20us/step - loss: 3996.5679 - mean_absolute_error: 44.9149 - val_loss: 8503.7385 - val_mean_absolute_error: 61.4213 Epoch 3393/5000 148/148 [==============================] - 0s 27us/step - loss: 3995.9185 - mean_absolute_error: 44.9103 - val_loss: 8503.1071 - val_mean_absolute_error: 61.4189 Epoch 3394/5000 148/148 [==============================] - 0s 27us/step - loss: 3995.2795 - mean_absolute_error: 44.9055 - val_loss: 8502.3997 - val_mean_absolute_error: 61.4163 Epoch 3395/5000 148/148 [==============================] - 0s 20us/step - loss: 3994.6470 - mean_absolute_error: 44.9009 - val_loss: 8501.7097 - val_mean_absolute_error: 61.4139 Epoch 3396/5000 148/148 [==============================] - 0s 27us/step - loss: 3994.0105 - mean_absolute_error: 44.8963 - val_loss: 8501.0747 - val_mean_absolute_error: 61.4118 Epoch 3397/5000 148/148 [==============================] - 0s 27us/step - loss: 3993.3350 - mean_absolute_error: 44.8916 - val_loss: 8500.5045 - val_mean_absolute_error: 61.4100 Epoch 3398/5000 148/148 [==============================] - 0s 34us/step - loss: 3992.7026 - mean_absolute_error: 44.8868 - val_loss: 8499.8987 - val_mean_absolute_error: 61.4079 Epoch 3399/5000 148/148 [==============================] - 0s 27us/step - loss: 3992.0637 - mean_absolute_error: 44.8821 - val_loss: 8499.2741 - val_mean_absolute_error: 61.4056 Epoch 3400/5000 148/148 [==============================] - 0s 27us/step - loss: 3991.4363 - mean_absolute_error: 44.8775 - val_loss: 8498.5458 - val_mean_absolute_error: 61.4032 Epoch 3401/5000 148/148 [==============================] - 0s 20us/step - loss: 3990.7742 - mean_absolute_error: 44.8732 - val_loss: 8497.8225 - val_mean_absolute_error: 61.4008 Epoch 3402/5000 148/148 [==============================] - 0s 27us/step - loss: 3990.1255 - mean_absolute_error: 44.8690 - val_loss: 8497.1378 - val_mean_absolute_error: 61.3983 Epoch 3403/5000 148/148 [==============================] - 0s 20us/step - loss: 3989.5005 - mean_absolute_error: 44.8648 - val_loss: 8496.5467 - val_mean_absolute_error: 61.3961 Epoch 3404/5000 148/148 [==============================] - 0s 27us/step - loss: 3988.8594 - mean_absolute_error: 44.8602 - val_loss: 8496.0314 - val_mean_absolute_error: 61.3940 Epoch 3405/5000 148/148 [==============================] - 0s 27us/step - loss: 3988.2117 - mean_absolute_error: 44.8553 - val_loss: 8495.4786 - val_mean_absolute_error: 61.3920 Epoch 3406/5000 148/148 [==============================] - 0s 27us/step - loss: 3987.5625 - mean_absolute_error: 44.8505 - val_loss: 8494.9086 - val_mean_absolute_error: 61.3902 Epoch 3407/5000 148/148 [==============================] - 0s 27us/step - loss: 3986.9341 - mean_absolute_error: 44.8458 - val_loss: 8494.2708 - val_mean_absolute_error: 61.3883 Epoch 3408/5000 148/148 [==============================] - 0s 27us/step - loss: 3986.2834 - mean_absolute_error: 44.8415 - val_loss: 8493.6002 - val_mean_absolute_error: 61.3862 Epoch 3409/5000 148/148 [==============================] - 0s 20us/step - loss: 3985.6667 - mean_absolute_error: 44.8375 - val_loss: 8492.9396 - val_mean_absolute_error: 61.3839 Epoch 3410/5000 148/148 [==============================] - 0s 27us/step - loss: 3985.0127 - mean_absolute_error: 44.8330 - val_loss: 8492.2796 - val_mean_absolute_error: 61.3814 Epoch 3411/5000 148/148 [==============================] - 0s 20us/step - loss: 3984.3560 - mean_absolute_error: 44.8281 - val_loss: 8491.5653 - val_mean_absolute_error: 61.3787 Epoch 3412/5000 148/148 [==============================] - 0s 34us/step - loss: 3983.7180 - mean_absolute_error: 44.8232 - val_loss: 8490.7869 - val_mean_absolute_error: 61.3758 Epoch 3413/5000 148/148 [==============================] - 0s 20us/step - loss: 3983.0930 - mean_absolute_error: 44.8186 - val_loss: 8490.0091 - val_mean_absolute_error: 61.3732 Epoch 3414/5000 148/148 [==============================] - 0s 27us/step - loss: 3982.4502 - mean_absolute_error: 44.8141 - val_loss: 8489.3312 - val_mean_absolute_error: 61.3711 Epoch 3415/5000 148/148 [==============================] - 0s 27us/step - loss: 3981.7864 - mean_absolute_error: 44.8093 - val_loss: 8488.7038 - val_mean_absolute_error: 61.3692 Epoch 3416/5000 148/148 [==============================] - 0s 34us/step - loss: 3981.1296 - mean_absolute_error: 44.8047 - val_loss: 8488.0268 - val_mean_absolute_error: 61.3670 Epoch 3417/5000 148/148 [==============================] - 0s 20us/step - loss: 3980.5105 - mean_absolute_error: 44.8003 - val_loss: 8487.3206 - val_mean_absolute_error: 61.3646 Epoch 3418/5000 148/148 [==============================] - 0s 34us/step - loss: 3979.8652 - mean_absolute_error: 44.7958 - val_loss: 8486.6762 - val_mean_absolute_error: 61.3622 Epoch 3419/5000 148/148 [==============================] - 0s 27us/step - loss: 3979.2212 - mean_absolute_error: 44.7911 - val_loss: 8486.0461 - val_mean_absolute_error: 61.3597 Epoch 3420/5000 148/148 [==============================] - 0s 27us/step - loss: 3978.5874 - mean_absolute_error: 44.7863 - val_loss: 8485.3346 - val_mean_absolute_error: 61.3571 Epoch 3421/5000 148/148 [==============================] - 0s 27us/step - loss: 3977.9438 - mean_absolute_error: 44.7818 - val_loss: 8484.6594 - val_mean_absolute_error: 61.3548 Epoch 3422/5000 148/148 [==============================] - 0s 27us/step - loss: 3977.3154 - mean_absolute_error: 44.7774 - val_loss: 8483.9343 - val_mean_absolute_error: 61.3526 Epoch 3423/5000 148/148 [==============================] - 0s 20us/step - loss: 3976.6743 - mean_absolute_error: 44.7732 - val_loss: 8483.1524 - val_mean_absolute_error: 61.3502 Epoch 3424/5000 148/148 [==============================] - 0s 27us/step - loss: 3976.0376 - mean_absolute_error: 44.7690 - val_loss: 8482.4564 - val_mean_absolute_error: 61.3478 Epoch 3425/5000 148/148 [==============================] - 0s 27us/step - loss: 3975.3901 - mean_absolute_error: 44.7644 - val_loss: 8481.8396 - val_mean_absolute_error: 61.3455 Epoch 3426/5000 148/148 [==============================] - 0s 27us/step - loss: 3974.7336 - mean_absolute_error: 44.7596 - val_loss: 8481.3014 - val_mean_absolute_error: 61.3433 Epoch 3427/5000 148/148 [==============================] - 0s 20us/step - loss: 3974.1001 - mean_absolute_error: 44.7547 - val_loss: 8480.6625 - val_mean_absolute_error: 61.3412 Epoch 3428/5000 148/148 [==============================] - 0s 34us/step - loss: 3973.4468 - mean_absolute_error: 44.7502 - val_loss: 8479.9604 - val_mean_absolute_error: 61.3390 Epoch 3429/5000 148/148 [==============================] - 0s 27us/step - loss: 3972.8054 - mean_absolute_error: 44.7462 - val_loss: 8479.3272 - val_mean_absolute_error: 61.3368 Epoch 3430/5000 148/148 [==============================] - 0s 27us/step - loss: 3972.1741 - mean_absolute_error: 44.7418 - val_loss: 8478.7545 - val_mean_absolute_error: 61.3347 Epoch 3431/5000 148/148 [==============================] - 0s 34us/step - loss: 3971.5208 - mean_absolute_error: 44.7371 - val_loss: 8478.0934 - val_mean_absolute_error: 61.3323 Epoch 3432/5000 148/148 [==============================] - 0s 27us/step - loss: 3970.8789 - mean_absolute_error: 44.7323 - val_loss: 8477.3800 - val_mean_absolute_error: 61.3300 Epoch 3433/5000 148/148 [==============================] - 0s 27us/step - loss: 3970.2471 - mean_absolute_error: 44.7279 - val_loss: 8476.6453 - val_mean_absolute_error: 61.3278 Epoch 3434/5000 148/148 [==============================] - 0s 20us/step - loss: 3969.6191 - mean_absolute_error: 44.7235 - val_loss: 8476.0266 - val_mean_absolute_error: 61.3258 Epoch 3435/5000 148/148 [==============================] - 0s 20us/step - loss: 3968.9634 - mean_absolute_error: 44.7184 - val_loss: 8475.3864 - val_mean_absolute_error: 61.3236 Epoch 3436/5000 148/148 [==============================] - 0s 27us/step - loss: 3968.3398 - mean_absolute_error: 44.7137 - val_loss: 8474.6584 - val_mean_absolute_error: 61.3213 Epoch 3437/5000 148/148 [==============================] - 0s 20us/step - loss: 3967.7107 - mean_absolute_error: 44.7094 - val_loss: 8473.9688 - val_mean_absolute_error: 61.3189 Epoch 3438/5000 148/148 [==============================] - 0s 41us/step - loss: 3967.0608 - mean_absolute_error: 44.7048 - val_loss: 8473.2913 - val_mean_absolute_error: 61.3163 Epoch 3439/5000 148/148 [==============================] - 0s 27us/step - loss: 3966.4312 - mean_absolute_error: 44.7002 - val_loss: 8472.5764 - val_mean_absolute_error: 61.3136 Epoch 3440/5000 148/148 [==============================] - 0s 34us/step - loss: 3965.7898 - mean_absolute_error: 44.6956 - val_loss: 8471.8311 - val_mean_absolute_error: 61.3107 Epoch 3441/5000 148/148 [==============================] - 0s 34us/step - loss: 3965.1724 - mean_absolute_error: 44.6912 - val_loss: 8471.1737 - val_mean_absolute_error: 61.3082 Epoch 3442/5000 148/148 [==============================] - 0s 20us/step - loss: 3964.5400 - mean_absolute_error: 44.6866 - val_loss: 8470.5505 - val_mean_absolute_error: 61.3060 Epoch 3443/5000 148/148 [==============================] - 0s 27us/step - loss: 3963.8914 - mean_absolute_error: 44.6819 - val_loss: 8469.8736 - val_mean_absolute_error: 61.3039 Epoch 3444/5000 148/148 [==============================] - 0s 20us/step - loss: 3963.2622 - mean_absolute_error: 44.6777 - val_loss: 8469.1322 - val_mean_absolute_error: 61.3017 Epoch 3445/5000 148/148 [==============================] - 0s 34us/step - loss: 3962.6360 - mean_absolute_error: 44.6736 - val_loss: 8468.4789 - val_mean_absolute_error: 61.2995 Epoch 3446/5000 148/148 [==============================] - 0s 27us/step - loss: 3962.0005 - mean_absolute_error: 44.6693 - val_loss: 8467.9008 - val_mean_absolute_error: 61.2974 Epoch 3447/5000 148/148 [==============================] - 0s 34us/step - loss: 3961.3755 - mean_absolute_error: 44.6648 - val_loss: 8467.2433 - val_mean_absolute_error: 61.2950 Epoch 3448/5000 148/148 [==============================] - 0s 27us/step - loss: 3960.7476 - mean_absolute_error: 44.6604 - val_loss: 8466.5942 - val_mean_absolute_error: 61.2926 Epoch 3449/5000 148/148 [==============================] - 0s 20us/step - loss: 3960.1089 - mean_absolute_error: 44.6562 - val_loss: 8465.8591 - val_mean_absolute_error: 61.2902 Epoch 3450/5000 148/148 [==============================] - 0s 27us/step - loss: 3959.4624 - mean_absolute_error: 44.6523 - val_loss: 8465.1870 - val_mean_absolute_error: 61.2878 Epoch 3451/5000 148/148 [==============================] - 0s 27us/step - loss: 3958.8491 - mean_absolute_error: 44.6483 - val_loss: 8464.6208 - val_mean_absolute_error: 61.2856 Epoch 3452/5000 148/148 [==============================] - 0s 27us/step - loss: 3958.2280 - mean_absolute_error: 44.6439 - val_loss: 8463.9786 - val_mean_absolute_error: 61.2835 Epoch 3453/5000 148/148 [==============================] - 0s 20us/step - loss: 3957.6099 - mean_absolute_error: 44.6397 - val_loss: 8463.2863 - val_mean_absolute_error: 61.2814 Epoch 3454/5000 148/148 [==============================] - 0s 27us/step - loss: 3956.9683 - mean_absolute_error: 44.6354 - val_loss: 8462.6128 - val_mean_absolute_error: 61.2792 Epoch 3455/5000 148/148 [==============================] - 0s 34us/step - loss: 3956.3176 - mean_absolute_error: 44.6309 - val_loss: 8461.9320 - val_mean_absolute_error: 61.2771 Epoch 3456/5000 148/148 [==============================] - 0s 27us/step - loss: 3955.6938 - mean_absolute_error: 44.6267 - val_loss: 8461.3126 - val_mean_absolute_error: 61.2749 Epoch 3457/5000 148/148 [==============================] - 0s 27us/step - loss: 3955.0618 - mean_absolute_error: 44.6222 - val_loss: 8460.6211 - val_mean_absolute_error: 61.2726 Epoch 3458/5000 148/148 [==============================] - 0s 27us/step - loss: 3954.4409 - mean_absolute_error: 44.6180 - val_loss: 8459.9710 - val_mean_absolute_error: 61.2705 Epoch 3459/5000 148/148 [==============================] - 0s 20us/step - loss: 3953.8228 - mean_absolute_error: 44.6137 - val_loss: 8459.2728 - val_mean_absolute_error: 61.2684 Epoch 3460/5000 148/148 [==============================] - 0s 27us/step - loss: 3953.1914 - mean_absolute_error: 44.6095 - val_loss: 8458.6647 - val_mean_absolute_error: 61.2663 Epoch 3461/5000 148/148 [==============================] - 0s 27us/step - loss: 3952.5554 - mean_absolute_error: 44.6052 - val_loss: 8458.0731 - val_mean_absolute_error: 61.2640 Epoch 3462/5000 148/148 [==============================] - 0s 27us/step - loss: 3951.9260 - mean_absolute_error: 44.6007 - val_loss: 8457.4593 - val_mean_absolute_error: 61.2619 Epoch 3463/5000 148/148 [==============================] - 0s 27us/step - loss: 3951.2976 - mean_absolute_error: 44.5964 - val_loss: 8456.7881 - val_mean_absolute_error: 61.2598 Epoch 3464/5000 148/148 [==============================] - 0s 34us/step - loss: 3950.6665 - mean_absolute_error: 44.5923 - val_loss: 8456.0827 - val_mean_absolute_error: 61.2574 Epoch 3465/5000 148/148 [==============================] - 0s 20us/step - loss: 3950.0371 - mean_absolute_error: 44.5882 - val_loss: 8455.3298 - val_mean_absolute_error: 61.2550 Epoch 3466/5000 148/148 [==============================] - 0s 27us/step - loss: 3949.4109 - mean_absolute_error: 44.5843 - val_loss: 8454.6635 - val_mean_absolute_error: 61.2528 Epoch 3467/5000 148/148 [==============================] - 0s 20us/step - loss: 3948.7773 - mean_absolute_error: 44.5802 - val_loss: 8454.0620 - val_mean_absolute_error: 61.2508 Epoch 3468/5000 148/148 [==============================] - 0s 27us/step - loss: 3948.1399 - mean_absolute_error: 44.5758 - val_loss: 8453.5274 - val_mean_absolute_error: 61.2491 Epoch 3469/5000 148/148 [==============================] - 0s 27us/step - loss: 3947.5186 - mean_absolute_error: 44.5712 - val_loss: 8452.9075 - val_mean_absolute_error: 61.2471 Epoch 3470/5000 148/148 [==============================] - 0s 27us/step - loss: 3946.8911 - mean_absolute_error: 44.5669 - val_loss: 8452.2222 - val_mean_absolute_error: 61.2449 Epoch 3471/5000 148/148 [==============================] - 0s 27us/step - loss: 3946.2727 - mean_absolute_error: 44.5628 - val_loss: 8451.5320 - val_mean_absolute_error: 61.2426 Epoch 3472/5000 148/148 [==============================] - 0s 20us/step - loss: 3945.6304 - mean_absolute_error: 44.5586 - val_loss: 8450.8423 - val_mean_absolute_error: 61.2403 Epoch 3473/5000 148/148 [==============================] - 0s 27us/step - loss: 3944.9827 - mean_absolute_error: 44.5543 - val_loss: 8450.0718 - val_mean_absolute_error: 61.2379 Epoch 3474/5000 148/148 [==============================] - 0s 34us/step - loss: 3944.3577 - mean_absolute_error: 44.5503 - val_loss: 8449.3918 - val_mean_absolute_error: 61.2359 Epoch 3475/5000 148/148 [==============================] - 0s 27us/step - loss: 3943.7302 - mean_absolute_error: 44.5461 - val_loss: 8448.7856 - val_mean_absolute_error: 61.2341 Epoch 3476/5000 148/148 [==============================] - 0s 27us/step - loss: 3943.0959 - mean_absolute_error: 44.5417 - val_loss: 8448.2351 - val_mean_absolute_error: 61.2323 Epoch 3477/5000 148/148 [==============================] - 0s 27us/step - loss: 3942.4629 - mean_absolute_error: 44.5370 - val_loss: 8447.6471 - val_mean_absolute_error: 61.2304 Epoch 3478/5000 148/148 [==============================] - 0s 27us/step - loss: 3941.8396 - mean_absolute_error: 44.5325 - val_loss: 8446.9770 - val_mean_absolute_error: 61.2284 Epoch 3479/5000 148/148 [==============================] - 0s 27us/step - loss: 3941.1968 - mean_absolute_error: 44.5282 - val_loss: 8446.2886 - val_mean_absolute_error: 61.2262 Epoch 3480/5000 148/148 [==============================] - 0s 27us/step - loss: 3940.5679 - mean_absolute_error: 44.5239 - val_loss: 8445.6185 - val_mean_absolute_error: 61.2243 Epoch 3481/5000 148/148 [==============================] - 0s 27us/step - loss: 3939.9421 - mean_absolute_error: 44.5197 - val_loss: 8444.9411 - val_mean_absolute_error: 61.2225 Epoch 3482/5000 148/148 [==============================] - 0s 27us/step - loss: 3939.3032 - mean_absolute_error: 44.5156 - val_loss: 8444.3106 - val_mean_absolute_error: 61.2207 Epoch 3483/5000 148/148 [==============================] - 0s 20us/step - loss: 3938.6851 - mean_absolute_error: 44.5116 - val_loss: 8443.6655 - val_mean_absolute_error: 61.2187 Epoch 3484/5000 148/148 [==============================] - 0s 34us/step - loss: 3938.0481 - mean_absolute_error: 44.5075 - val_loss: 8443.0103 - val_mean_absolute_error: 61.2165 Epoch 3485/5000 148/148 [==============================] - 0s 27us/step - loss: 3937.4021 - mean_absolute_error: 44.5033 - val_loss: 8442.4283 - val_mean_absolute_error: 61.2144 Epoch 3486/5000 148/148 [==============================] - 0s 27us/step - loss: 3936.7800 - mean_absolute_error: 44.4990 - val_loss: 8441.8811 - val_mean_absolute_error: 61.2125 Epoch 3487/5000 148/148 [==============================] - 0s 27us/step - loss: 3936.1533 - mean_absolute_error: 44.4948 - val_loss: 8441.3476 - val_mean_absolute_error: 61.2108 Epoch 3488/5000 148/148 [==============================] - 0s 27us/step - loss: 3935.4976 - mean_absolute_error: 44.4905 - val_loss: 8440.7384 - val_mean_absolute_error: 61.2092 Epoch 3489/5000 148/148 [==============================] - 0s 27us/step - loss: 3934.8818 - mean_absolute_error: 44.4866 - val_loss: 8440.1076 - val_mean_absolute_error: 61.2074 Epoch 3490/5000 148/148 [==============================] - 0s 20us/step - loss: 3934.2634 - mean_absolute_error: 44.4827 - val_loss: 8439.4586 - val_mean_absolute_error: 61.2055 Epoch 3491/5000 148/148 [==============================] - 0s 27us/step - loss: 3933.6169 - mean_absolute_error: 44.4785 - val_loss: 8438.7810 - val_mean_absolute_error: 61.2033 Epoch 3492/5000 148/148 [==============================] - 0s 27us/step - loss: 3932.9617 - mean_absolute_error: 44.4741 - val_loss: 8438.1631 - val_mean_absolute_error: 61.2013 Epoch 3493/5000 148/148 [==============================] - 0s 27us/step - loss: 3932.3572 - mean_absolute_error: 44.4695 - val_loss: 8437.5704 - val_mean_absolute_error: 61.1995 Epoch 3494/5000 148/148 [==============================] - 0s 27us/step - loss: 3931.7385 - mean_absolute_error: 44.4651 - val_loss: 8436.9048 - val_mean_absolute_error: 61.1974 Epoch 3495/5000 148/148 [==============================] - 0s 27us/step - loss: 3931.0879 - mean_absolute_error: 44.4608 - val_loss: 8436.1427 - val_mean_absolute_error: 61.1951 Epoch 3496/5000 148/148 [==============================] - 0s 20us/step - loss: 3930.4434 - mean_absolute_error: 44.4571 - val_loss: 8435.3238 - val_mean_absolute_error: 61.1926 Epoch 3497/5000 148/148 [==============================] - 0s 27us/step - loss: 3929.8442 - mean_absolute_error: 44.4536 - val_loss: 8434.6103 - val_mean_absolute_error: 61.1903 Epoch 3498/5000 148/148 [==============================] - 0s 27us/step - loss: 3929.2290 - mean_absolute_error: 44.4496 - val_loss: 8433.9890 - val_mean_absolute_error: 61.1883 Epoch 3499/5000 148/148 [==============================] - 0s 20us/step - loss: 3928.5930 - mean_absolute_error: 44.4453 - val_loss: 8433.4844 - val_mean_absolute_error: 61.1867 Epoch 3500/5000 148/148 [==============================] - 0s 27us/step - loss: 3927.9478 - mean_absolute_error: 44.4407 - val_loss: 8432.9891 - val_mean_absolute_error: 61.1851 Epoch 3501/5000 148/148 [==============================] - 0s 27us/step - loss: 3927.3159 - mean_absolute_error: 44.4361 - val_loss: 8432.4222 - val_mean_absolute_error: 61.1834 Epoch 3502/5000 148/148 [==============================] - 0s 27us/step - loss: 3926.7036 - mean_absolute_error: 44.4320 - val_loss: 8431.7308 - val_mean_absolute_error: 61.1815 Epoch 3503/5000 148/148 [==============================] - 0s 27us/step - loss: 3926.0903 - mean_absolute_error: 44.4282 - val_loss: 8431.0261 - val_mean_absolute_error: 61.1794 Epoch 3504/5000 148/148 [==============================] - 0s 34us/step - loss: 3925.4663 - mean_absolute_error: 44.4244 - val_loss: 8430.4014 - val_mean_absolute_error: 61.1775 Epoch 3505/5000 148/148 [==============================] - 0s 27us/step - loss: 3924.8315 - mean_absolute_error: 44.4202 - val_loss: 8429.8500 - val_mean_absolute_error: 61.1757 Epoch 3506/5000 148/148 [==============================] - 0s 20us/step - loss: 3924.1892 - mean_absolute_error: 44.4155 - val_loss: 8429.1832 - val_mean_absolute_error: 61.1738 Epoch 3507/5000 148/148 [==============================] - 0s 34us/step - loss: 3923.5671 - mean_absolute_error: 44.4113 - val_loss: 8428.4527 - val_mean_absolute_error: 61.1716 Epoch 3508/5000 148/148 [==============================] - 0s 27us/step - loss: 3922.9583 - mean_absolute_error: 44.4073 - val_loss: 8427.7319 - val_mean_absolute_error: 61.1694 Epoch 3509/5000 148/148 [==============================] - 0s 20us/step - loss: 3922.3264 - mean_absolute_error: 44.4031 - val_loss: 8427.0485 - val_mean_absolute_error: 61.1672 Epoch 3510/5000 148/148 [==============================] - 0s 20us/step - loss: 3921.6863 - mean_absolute_error: 44.3989 - val_loss: 8426.4587 - val_mean_absolute_error: 61.1655 Epoch 3511/5000 148/148 [==============================] - 0s 34us/step - loss: 3921.0515 - mean_absolute_error: 44.3946 - val_loss: 8425.8928 - val_mean_absolute_error: 61.1640 Epoch 3512/5000 148/148 [==============================] - 0s 20us/step - loss: 3920.4451 - mean_absolute_error: 44.3903 - val_loss: 8425.2947 - val_mean_absolute_error: 61.1625 Epoch 3513/5000 148/148 [==============================] - 0s 34us/step - loss: 3919.8352 - mean_absolute_error: 44.3862 - val_loss: 8424.5976 - val_mean_absolute_error: 61.1607 Epoch 3514/5000 148/148 [==============================] - 0s 27us/step - loss: 3919.2090 - mean_absolute_error: 44.3823 - val_loss: 8423.8329 - val_mean_absolute_error: 61.1585 Epoch 3515/5000 148/148 [==============================] - 0s 20us/step - loss: 3918.5688 - mean_absolute_error: 44.3787 - val_loss: 8423.1614 - val_mean_absolute_error: 61.1565 Epoch 3516/5000 148/148 [==============================] - 0s 27us/step - loss: 3917.9248 - mean_absolute_error: 44.3747 - val_loss: 8422.5770 - val_mean_absolute_error: 61.1548 Epoch 3517/5000 148/148 [==============================] - 0s 20us/step - loss: 3917.3240 - mean_absolute_error: 44.3707 - val_loss: 8421.9235 - val_mean_absolute_error: 61.1529 Epoch 3518/5000 148/148 [==============================] - 0s 27us/step - loss: 3916.7107 - mean_absolute_error: 44.3670 - val_loss: 8421.2294 - val_mean_absolute_error: 61.1511 Epoch 3519/5000 148/148 [==============================] - 0s 27us/step - loss: 3916.0776 - mean_absolute_error: 44.3634 - val_loss: 8420.5973 - val_mean_absolute_error: 61.1496 Epoch 3520/5000 148/148 [==============================] - 0s 20us/step - loss: 3915.4607 - mean_absolute_error: 44.3598 - val_loss: 8420.0373 - val_mean_absolute_error: 61.1481 Epoch 3521/5000 148/148 [==============================] - 0s 27us/step - loss: 3914.8176 - mean_absolute_error: 44.3556 - val_loss: 8419.4858 - val_mean_absolute_error: 61.1467 Epoch 3522/5000 148/148 [==============================] - 0s 27us/step - loss: 3914.1794 - mean_absolute_error: 44.3514 - val_loss: 8418.8355 - val_mean_absolute_error: 61.1451 Epoch 3523/5000 148/148 [==============================] - 0s 27us/step - loss: 3913.5620 - mean_absolute_error: 44.3475 - val_loss: 8418.1087 - val_mean_absolute_error: 61.1434 Epoch 3524/5000 148/148 [==============================] - 0s 20us/step - loss: 3912.9265 - mean_absolute_error: 44.3438 - val_loss: 8417.3736 - val_mean_absolute_error: 61.1416 Epoch 3525/5000 148/148 [==============================] - 0s 34us/step - loss: 3912.2957 - mean_absolute_error: 44.3400 - val_loss: 8416.6902 - val_mean_absolute_error: 61.1399 Epoch 3526/5000 148/148 [==============================] - 0s 27us/step - loss: 3911.6934 - mean_absolute_error: 44.3363 - val_loss: 8416.0067 - val_mean_absolute_error: 61.1382 Epoch 3527/5000 148/148 [==============================] - 0s 27us/step - loss: 3911.0781 - mean_absolute_error: 44.3326 - val_loss: 8415.3029 - val_mean_absolute_error: 61.1363 Epoch 3528/5000 148/148 [==============================] - 0s 27us/step - loss: 3910.4451 - mean_absolute_error: 44.3289 - val_loss: 8414.7391 - val_mean_absolute_error: 61.1346 Epoch 3529/5000 148/148 [==============================] - 0s 27us/step - loss: 3909.7947 - mean_absolute_error: 44.3247 - val_loss: 8414.2890 - val_mean_absolute_error: 61.1332 Epoch 3530/5000 148/148 [==============================] - 0s 27us/step - loss: 3909.1980 - mean_absolute_error: 44.3204 - val_loss: 8413.7270 - val_mean_absolute_error: 61.1315 Epoch 3531/5000 148/148 [==============================] - 0s 27us/step - loss: 3908.5886 - mean_absolute_error: 44.3165 - val_loss: 8413.0371 - val_mean_absolute_error: 61.1296 Epoch 3532/5000 148/148 [==============================] - 0s 27us/step - loss: 3907.9602 - mean_absolute_error: 44.3130 - val_loss: 8412.2684 - val_mean_absolute_error: 61.1275 Epoch 3533/5000 148/148 [==============================] - 0s 27us/step - loss: 3907.3228 - mean_absolute_error: 44.3096 - val_loss: 8411.5245 - val_mean_absolute_error: 61.1256 Epoch 3534/5000 148/148 [==============================] - 0s 20us/step - loss: 3906.7039 - mean_absolute_error: 44.3061 - val_loss: 8410.8711 - val_mean_absolute_error: 61.1238 Epoch 3535/5000 148/148 [==============================] - 0s 34us/step - loss: 3906.0945 - mean_absolute_error: 44.3022 - val_loss: 8410.2773 - val_mean_absolute_error: 61.1217 Epoch 3536/5000 148/148 [==============================] - 0s 27us/step - loss: 3905.4734 - mean_absolute_error: 44.2979 - val_loss: 8409.6323 - val_mean_absolute_error: 61.1197 Epoch 3537/5000 148/148 [==============================] - 0s 20us/step - loss: 3904.8477 - mean_absolute_error: 44.2938 - val_loss: 8408.9377 - val_mean_absolute_error: 61.1176 Epoch 3538/5000 148/148 [==============================] - 0s 34us/step - loss: 3904.1968 - mean_absolute_error: 44.2898 - val_loss: 8408.2458 - val_mean_absolute_error: 61.1154 Epoch 3539/5000 148/148 [==============================] - 0s 27us/step - loss: 3903.5925 - mean_absolute_error: 44.2861 - val_loss: 8407.6588 - val_mean_absolute_error: 61.1135 Epoch 3540/5000 148/148 [==============================] - 0s 20us/step - loss: 3902.9861 - mean_absolute_error: 44.2821 - val_loss: 8407.0939 - val_mean_absolute_error: 61.1117 Epoch 3541/5000 148/148 [==============================] - 0s 34us/step - loss: 3902.3645 - mean_absolute_error: 44.2781 - val_loss: 8406.5516 - val_mean_absolute_error: 61.1099 Epoch 3542/5000 148/148 [==============================] - 0s 27us/step - loss: 3901.7402 - mean_absolute_error: 44.2740 - val_loss: 8405.9233 - val_mean_absolute_error: 61.1077 Epoch 3543/5000 148/148 [==============================] - 0s 27us/step - loss: 3901.1145 - mean_absolute_error: 44.2701 - val_loss: 8405.1861 - val_mean_absolute_error: 61.1055 Epoch 3544/5000 148/148 [==============================] - 0s 34us/step - loss: 3900.4866 - mean_absolute_error: 44.2666 - val_loss: 8404.4226 - val_mean_absolute_error: 61.1034 Epoch 3545/5000 148/148 [==============================] - 0s 27us/step - loss: 3899.9070 - mean_absolute_error: 44.2635 - val_loss: 8403.7715 - val_mean_absolute_error: 61.1015 Epoch 3546/5000 148/148 [==============================] - 0s 27us/step - loss: 3899.3071 - mean_absolute_error: 44.2597 - val_loss: 8403.2200 - val_mean_absolute_error: 61.0999 Epoch 3547/5000 148/148 [==============================] - 0s 20us/step - loss: 3898.6929 - mean_absolute_error: 44.2557 - val_loss: 8402.7110 - val_mean_absolute_error: 61.0984 Epoch 3548/5000 148/148 [==============================] - 0s 20us/step - loss: 3898.0764 - mean_absolute_error: 44.2515 - val_loss: 8402.1471 - val_mean_absolute_error: 61.0966 Epoch 3549/5000 148/148 [==============================] - 0s 34us/step - loss: 3897.4851 - mean_absolute_error: 44.2476 - val_loss: 8401.4725 - val_mean_absolute_error: 61.0946 Epoch 3550/5000 148/148 [==============================] - 0s 27us/step - loss: 3896.8821 - mean_absolute_error: 44.2439 - val_loss: 8400.8098 - val_mean_absolute_error: 61.0926 Epoch 3551/5000 148/148 [==============================] - 0s 34us/step - loss: 3896.2935 - mean_absolute_error: 44.2402 - val_loss: 8400.2451 - val_mean_absolute_error: 61.0908 Epoch 3552/5000 148/148 [==============================] - 0s 27us/step - loss: 3895.6875 - mean_absolute_error: 44.2360 - val_loss: 8399.7667 - val_mean_absolute_error: 61.0891 Epoch 3553/5000 148/148 [==============================] - 0s 20us/step - loss: 3895.0886 - mean_absolute_error: 44.2317 - val_loss: 8399.2259 - val_mean_absolute_error: 61.0873 Epoch 3554/5000 148/148 [==============================] - 0s 27us/step - loss: 3894.5005 - mean_absolute_error: 44.2277 - val_loss: 8398.5893 - val_mean_absolute_error: 61.0854 Epoch 3555/5000 148/148 [==============================] - 0s 34us/step - loss: 3893.9102 - mean_absolute_error: 44.2242 - val_loss: 8397.9323 - val_mean_absolute_error: 61.0833 Epoch 3556/5000 148/148 [==============================] - 0s 27us/step - loss: 3893.3010 - mean_absolute_error: 44.2205 - val_loss: 8397.3573 - val_mean_absolute_error: 61.0813 Epoch 3557/5000 148/148 [==============================] - 0s 27us/step - loss: 3892.6980 - mean_absolute_error: 44.2166 - val_loss: 8396.8688 - val_mean_absolute_error: 61.0794 Epoch 3558/5000 148/148 [==============================] - 0s 34us/step - loss: 3892.1101 - mean_absolute_error: 44.2123 - val_loss: 8396.3194 - val_mean_absolute_error: 61.0775 Epoch 3559/5000 148/148 [==============================] - 0s 20us/step - loss: 3891.5122 - mean_absolute_error: 44.2082 - val_loss: 8395.7232 - val_mean_absolute_error: 61.0757 Epoch 3560/5000 148/148 [==============================] - 0s 27us/step - loss: 3890.9143 - mean_absolute_error: 44.2043 - val_loss: 8395.0580 - val_mean_absolute_error: 61.0738 Epoch 3561/5000 148/148 [==============================] - 0s 20us/step - loss: 3890.3206 - mean_absolute_error: 44.2009 - val_loss: 8394.4015 - val_mean_absolute_error: 61.0721 Epoch 3562/5000 148/148 [==============================] - 0s 20us/step - loss: 3889.7322 - mean_absolute_error: 44.1975 - val_loss: 8393.7741 - val_mean_absolute_error: 61.0702 Epoch 3563/5000 148/148 [==============================] - 0s 41us/step - loss: 3889.1545 - mean_absolute_error: 44.1940 - val_loss: 8393.2663 - val_mean_absolute_error: 61.0686 Epoch 3564/5000 148/148 [==============================] - 0s 27us/step - loss: 3888.5491 - mean_absolute_error: 44.1898 - val_loss: 8392.8532 - val_mean_absolute_error: 61.0671 Epoch 3565/5000 148/148 [==============================] - 0s 27us/step - loss: 3887.9375 - mean_absolute_error: 44.1850 - val_loss: 8392.4116 - val_mean_absolute_error: 61.0654 Epoch 3566/5000 148/148 [==============================] - 0s 27us/step - loss: 3887.3408 - mean_absolute_error: 44.1806 - val_loss: 8391.8697 - val_mean_absolute_error: 61.0636 Epoch 3567/5000 148/148 [==============================] - 0s 27us/step - loss: 3886.7488 - mean_absolute_error: 44.1767 - val_loss: 8391.2394 - val_mean_absolute_error: 61.0616 Epoch 3568/5000 148/148 [==============================] - 0s 27us/step - loss: 3886.1355 - mean_absolute_error: 44.1732 - val_loss: 8390.5883 - val_mean_absolute_error: 61.0595 Epoch 3569/5000 148/148 [==============================] - 0s 27us/step - loss: 3885.5435 - mean_absolute_error: 44.1697 - val_loss: 8390.0590 - val_mean_absolute_error: 61.0576 Epoch 3570/5000 148/148 [==============================] - 0s 27us/step - loss: 3884.9629 - mean_absolute_error: 44.1657 - val_loss: 8389.5636 - val_mean_absolute_error: 61.0557 Epoch 3571/5000 148/148 [==============================] - 0s 27us/step - loss: 3884.3674 - mean_absolute_error: 44.1615 - val_loss: 8389.0307 - val_mean_absolute_error: 61.0536 Epoch 3572/5000 148/148 [==============================] - 0s 27us/step - loss: 3883.7791 - mean_absolute_error: 44.1577 - val_loss: 8388.4858 - val_mean_absolute_error: 61.0518 Epoch 3573/5000 148/148 [==============================] - 0s 27us/step - loss: 3883.1807 - mean_absolute_error: 44.1540 - val_loss: 8387.9563 - val_mean_absolute_error: 61.0501 Epoch 3574/5000 148/148 [==============================] - 0s 20us/step - loss: 3882.5972 - mean_absolute_error: 44.1501 - val_loss: 8387.4197 - val_mean_absolute_error: 61.0484 Epoch 3575/5000 148/148 [==============================] - 0s 27us/step - loss: 3882.0039 - mean_absolute_error: 44.1461 - val_loss: 8386.8518 - val_mean_absolute_error: 61.0468 Epoch 3576/5000 148/148 [==============================] - 0s 27us/step - loss: 3881.4116 - mean_absolute_error: 44.1422 - val_loss: 8386.2714 - val_mean_absolute_error: 61.0450 Epoch 3577/5000 148/148 [==============================] - 0s 27us/step - loss: 3880.8201 - mean_absolute_error: 44.1384 - val_loss: 8385.6424 - val_mean_absolute_error: 61.0430 Epoch 3578/5000 148/148 [==============================] - 0s 20us/step - loss: 3880.2280 - mean_absolute_error: 44.1349 - val_loss: 8385.1186 - val_mean_absolute_error: 61.0409 Epoch 3579/5000 148/148 [==============================] - 0s 27us/step - loss: 3879.6304 - mean_absolute_error: 44.1308 - val_loss: 8384.6484 - val_mean_absolute_error: 61.0390 Epoch 3580/5000 148/148 [==============================] - 0s 20us/step - loss: 3879.0508 - mean_absolute_error: 44.1267 - val_loss: 8384.2022 - val_mean_absolute_error: 61.0372 Epoch 3581/5000 148/148 [==============================] - 0s 27us/step - loss: 3878.4600 - mean_absolute_error: 44.1223 - val_loss: 8383.7025 - val_mean_absolute_error: 61.0355 Epoch 3582/5000 148/148 [==============================] - 0s 27us/step - loss: 3877.8733 - mean_absolute_error: 44.1182 - val_loss: 8383.0811 - val_mean_absolute_error: 61.0336 Epoch 3583/5000 148/148 [==============================] - 0s 27us/step - loss: 3877.2847 - mean_absolute_error: 44.1145 - val_loss: 8382.3914 - val_mean_absolute_error: 61.0313 Epoch 3584/5000 148/148 [==============================] - 0s 20us/step - loss: 3876.6921 - mean_absolute_error: 44.1110 - val_loss: 8381.7796 - val_mean_absolute_error: 61.0291 Epoch 3585/5000 148/148 [==============================] - 0s 27us/step - loss: 3876.1023 - mean_absolute_error: 44.1072 - val_loss: 8381.3128 - val_mean_absolute_error: 61.0273 Epoch 3586/5000 148/148 [==============================] - 0s 27us/step - loss: 3875.5181 - mean_absolute_error: 44.1030 - val_loss: 8380.8968 - val_mean_absolute_error: 61.0258 Epoch 3587/5000 148/148 [==============================] - 0s 27us/step - loss: 3874.9180 - mean_absolute_error: 44.0989 - val_loss: 8380.4029 - val_mean_absolute_error: 61.0243 Epoch 3588/5000 148/148 [==============================] - 0s 20us/step - loss: 3874.3352 - mean_absolute_error: 44.0953 - val_loss: 8379.8707 - val_mean_absolute_error: 61.0225 Epoch 3589/5000 148/148 [==============================] - 0s 34us/step - loss: 3873.7466 - mean_absolute_error: 44.0915 - val_loss: 8379.3136 - val_mean_absolute_error: 61.0204 Epoch 3590/5000 148/148 [==============================] - 0s 27us/step - loss: 3873.1604 - mean_absolute_error: 44.0876 - val_loss: 8378.8011 - val_mean_absolute_error: 61.0184 Epoch 3591/5000 148/148 [==============================] - 0s 27us/step - loss: 3872.5781 - mean_absolute_error: 44.0835 - val_loss: 8378.3289 - val_mean_absolute_error: 61.0166 Epoch 3592/5000 148/148 [==============================] - 0s 27us/step - loss: 3871.9746 - mean_absolute_error: 44.0793 - val_loss: 8377.8717 - val_mean_absolute_error: 61.0150 Epoch 3593/5000 148/148 [==============================] - 0s 27us/step - loss: 3871.4070 - mean_absolute_error: 44.0754 - val_loss: 8377.3509 - val_mean_absolute_error: 61.0134 Epoch 3594/5000 148/148 [==============================] - 0s 27us/step - loss: 3870.8293 - mean_absolute_error: 44.0717 - val_loss: 8376.7931 - val_mean_absolute_error: 61.0115 Epoch 3595/5000 148/148 [==============================] - 0s 27us/step - loss: 3870.2310 - mean_absolute_error: 44.0678 - val_loss: 8376.2277 - val_mean_absolute_error: 61.0095 Epoch 3596/5000 148/148 [==============================] - 0s 34us/step - loss: 3869.6196 - mean_absolute_error: 44.0638 - val_loss: 8375.6244 - val_mean_absolute_error: 61.0075 Epoch 3597/5000 148/148 [==============================] - 0s 20us/step - loss: 3869.0613 - mean_absolute_error: 44.0600 - val_loss: 8375.0649 - val_mean_absolute_error: 61.0058 Epoch 3598/5000 148/148 [==============================] - 0s 20us/step - loss: 3868.4839 - mean_absolute_error: 44.0561 - val_loss: 8374.5368 - val_mean_absolute_error: 61.0041 Epoch 3599/5000 148/148 [==============================] - 0s 27us/step - loss: 3867.8733 - mean_absolute_error: 44.0520 - val_loss: 8374.0544 - val_mean_absolute_error: 61.0025 Epoch 3600/5000 148/148 [==============================] - 0s 20us/step - loss: 3867.2847 - mean_absolute_error: 44.0480 - val_loss: 8373.4964 - val_mean_absolute_error: 61.0004 Epoch 3601/5000 148/148 [==============================] - 0s 27us/step - loss: 3866.7200 - mean_absolute_error: 44.0442 - val_loss: 8372.9241 - val_mean_absolute_error: 60.9983 Epoch 3602/5000 148/148 [==============================] - 0s 34us/step - loss: 3866.1313 - mean_absolute_error: 44.0403 - val_loss: 8372.3654 - val_mean_absolute_error: 60.9962 Epoch 3603/5000 148/148 [==============================] - 0s 27us/step - loss: 3865.5220 - mean_absolute_error: 44.0365 - val_loss: 8371.8412 - val_mean_absolute_error: 60.9942 Epoch 3604/5000 148/148 [==============================] - 0s 20us/step - loss: 3864.9353 - mean_absolute_error: 44.0328 - val_loss: 8371.3905 - val_mean_absolute_error: 60.9925 Epoch 3605/5000 148/148 [==============================] - 0s 27us/step - loss: 3864.3523 - mean_absolute_error: 44.0289 - val_loss: 8370.9457 - val_mean_absolute_error: 60.9910 Epoch 3606/5000 148/148 [==============================] - 0s 27us/step - loss: 3863.7759 - mean_absolute_error: 44.0249 - val_loss: 8370.4641 - val_mean_absolute_error: 60.9894 Epoch 3607/5000 148/148 [==============================] - 0s 34us/step - loss: 3863.1731 - mean_absolute_error: 44.0210 - val_loss: 8369.9476 - val_mean_absolute_error: 60.9879 Epoch 3608/5000 148/148 [==============================] - 0s 27us/step - loss: 3862.5701 - mean_absolute_error: 44.0171 - val_loss: 8369.3742 - val_mean_absolute_error: 60.9862 Epoch 3609/5000 148/148 [==============================] - 0s 27us/step - loss: 3862.0012 - mean_absolute_error: 44.0135 - val_loss: 8368.8154 - val_mean_absolute_error: 60.9845 Epoch 3610/5000 148/148 [==============================] - 0s 20us/step - loss: 3861.4050 - mean_absolute_error: 44.0097 - val_loss: 8368.2107 - val_mean_absolute_error: 60.9824 Epoch 3611/5000 148/148 [==============================] - 0s 27us/step - loss: 3860.7930 - mean_absolute_error: 44.0060 - val_loss: 8367.5800 - val_mean_absolute_error: 60.9803 Epoch 3612/5000 148/148 [==============================] - 0s 27us/step - loss: 3860.2078 - mean_absolute_error: 44.0026 - val_loss: 8367.0278 - val_mean_absolute_error: 60.9781 Epoch 3613/5000 148/148 [==============================] - 0s 20us/step - loss: 3859.6133 - mean_absolute_error: 43.9988 - val_loss: 8366.5526 - val_mean_absolute_error: 60.9764 Epoch 3614/5000 148/148 [==============================] - 0s 27us/step - loss: 3859.0288 - mean_absolute_error: 43.9950 - val_loss: 8366.0929 - val_mean_absolute_error: 60.9749 Epoch 3615/5000 148/148 [==============================] - 0s 27us/step - loss: 3858.4084 - mean_absolute_error: 43.9911 - val_loss: 8365.6712 - val_mean_absolute_error: 60.9734 Epoch 3616/5000 148/148 [==============================] - 0s 27us/step - loss: 3857.8433 - mean_absolute_error: 43.9871 - val_loss: 8365.2230 - val_mean_absolute_error: 60.9717 Epoch 3617/5000 148/148 [==============================] - 0s 27us/step - loss: 3857.2634 - mean_absolute_error: 43.9830 - val_loss: 8364.7115 - val_mean_absolute_error: 60.9699 Epoch 3618/5000 148/148 [==============================] - 0s 27us/step - loss: 3856.6660 - mean_absolute_error: 43.9791 - val_loss: 8364.1194 - val_mean_absolute_error: 60.9680 Epoch 3619/5000 148/148 [==============================] - 0s 27us/step - loss: 3856.0642 - mean_absolute_error: 43.9755 - val_loss: 8363.4521 - val_mean_absolute_error: 60.9660 Epoch 3620/5000 148/148 [==============================] - 0s 27us/step - loss: 3855.4768 - mean_absolute_error: 43.9723 - val_loss: 8362.7876 - val_mean_absolute_error: 60.9639 Epoch 3621/5000 148/148 [==============================] - 0s 27us/step - loss: 3854.8987 - mean_absolute_error: 43.9690 - val_loss: 8362.2258 - val_mean_absolute_error: 60.9620 Epoch 3622/5000 148/148 [==============================] - 0s 34us/step - loss: 3854.3125 - mean_absolute_error: 43.9651 - val_loss: 8361.7300 - val_mean_absolute_error: 60.9602 Epoch 3623/5000 148/148 [==============================] - 0s 20us/step - loss: 3853.7141 - mean_absolute_error: 43.9610 - val_loss: 8361.2637 - val_mean_absolute_error: 60.9587 Epoch 3624/5000 148/148 [==============================] - 0s 20us/step - loss: 3853.1135 - mean_absolute_error: 43.9570 - val_loss: 8360.9096 - val_mean_absolute_error: 60.9573 Epoch 3625/5000 148/148 [==============================] - 0s 27us/step - loss: 3852.5320 - mean_absolute_error: 43.9527 - val_loss: 8360.5028 - val_mean_absolute_error: 60.9559 Epoch 3626/5000 148/148 [==============================] - 0s 34us/step - loss: 3851.9497 - mean_absolute_error: 43.9487 - val_loss: 8360.0163 - val_mean_absolute_error: 60.9542 Epoch 3627/5000 148/148 [==============================] - 0s 20us/step - loss: 3851.3633 - mean_absolute_error: 43.9449 - val_loss: 8359.4365 - val_mean_absolute_error: 60.9523 Epoch 3628/5000 148/148 [==============================] - 0s 34us/step - loss: 3850.7710 - mean_absolute_error: 43.9413 - val_loss: 8358.8080 - val_mean_absolute_error: 60.9503 Epoch 3629/5000 148/148 [==============================] - 0s 27us/step - loss: 3850.1760 - mean_absolute_error: 43.9379 - val_loss: 8358.2712 - val_mean_absolute_error: 60.9484 Epoch 3630/5000 148/148 [==============================] - 0s 27us/step - loss: 3849.5740 - mean_absolute_error: 43.9341 - val_loss: 8357.7679 - val_mean_absolute_error: 60.9464 Epoch 3631/5000 148/148 [==============================] - 0s 27us/step - loss: 3848.9976 - mean_absolute_error: 43.9302 - val_loss: 8357.2575 - val_mean_absolute_error: 60.9445 Epoch 3632/5000 148/148 [==============================] - 0s 27us/step - loss: 3848.4033 - mean_absolute_error: 43.9265 - val_loss: 8356.7822 - val_mean_absolute_error: 60.9429 Epoch 3633/5000 148/148 [==============================] - 0s 27us/step - loss: 3847.8108 - mean_absolute_error: 43.9227 - val_loss: 8356.3012 - val_mean_absolute_error: 60.9412 Epoch 3634/5000 148/148 [==============================] - 0s 27us/step - loss: 3847.2183 - mean_absolute_error: 43.9191 - val_loss: 8355.7978 - val_mean_absolute_error: 60.9395 Epoch 3635/5000 148/148 [==============================] - 0s 27us/step - loss: 3846.6292 - mean_absolute_error: 43.9155 - val_loss: 8355.2400 - val_mean_absolute_error: 60.9378 Epoch 3636/5000 148/148 [==============================] - 0s 27us/step - loss: 3846.0544 - mean_absolute_error: 43.9121 - val_loss: 8354.7994 - val_mean_absolute_error: 60.9362 Epoch 3637/5000 148/148 [==============================] - 0s 27us/step - loss: 3845.4600 - mean_absolute_error: 43.9080 - val_loss: 8354.3424 - val_mean_absolute_error: 60.9347 Epoch 3638/5000 148/148 [==============================] - 0s 34us/step - loss: 3844.8618 - mean_absolute_error: 43.9040 - val_loss: 8353.8194 - val_mean_absolute_error: 60.9331 Epoch 3639/5000 148/148 [==============================] - 0s 27us/step - loss: 3844.2727 - mean_absolute_error: 43.9003 - val_loss: 8353.2967 - val_mean_absolute_error: 60.9313 Epoch 3640/5000 148/148 [==============================] - 0s 34us/step - loss: 3843.6943 - mean_absolute_error: 43.8963 - val_loss: 8352.7611 - val_mean_absolute_error: 60.9294 Epoch 3641/5000 148/148 [==============================] - 0s 34us/step - loss: 3843.1006 - mean_absolute_error: 43.8923 - val_loss: 8352.2332 - val_mean_absolute_error: 60.9274 Epoch 3642/5000 148/148 [==============================] - 0s 27us/step - loss: 3842.5195 - mean_absolute_error: 43.8885 - val_loss: 8351.7032 - val_mean_absolute_error: 60.9257 Epoch 3643/5000 148/148 [==============================] - 0s 34us/step - loss: 3841.9258 - mean_absolute_error: 43.8849 - val_loss: 8351.1465 - val_mean_absolute_error: 60.9240 Epoch 3644/5000 148/148 [==============================] - 0s 34us/step - loss: 3841.3362 - mean_absolute_error: 43.8814 - val_loss: 8350.6143 - val_mean_absolute_error: 60.9224 Epoch 3645/5000 148/148 [==============================] - 0s 27us/step - loss: 3840.7554 - mean_absolute_error: 43.8778 - val_loss: 8350.0963 - val_mean_absolute_error: 60.9206 Epoch 3646/5000 148/148 [==============================] - 0s 27us/step - loss: 3840.1587 - mean_absolute_error: 43.8738 - val_loss: 8349.5345 - val_mean_absolute_error: 60.9184 Epoch 3647/5000 148/148 [==============================] - 0s 20us/step - loss: 3839.5706 - mean_absolute_error: 43.8700 - val_loss: 8348.9020 - val_mean_absolute_error: 60.9163 Epoch 3648/5000 148/148 [==============================] - 0s 27us/step - loss: 3838.9971 - mean_absolute_error: 43.8665 - val_loss: 8348.3862 - val_mean_absolute_error: 60.9143 Epoch 3649/5000 148/148 [==============================] - 0s 27us/step - loss: 3838.4160 - mean_absolute_error: 43.8628 - val_loss: 8347.9521 - val_mean_absolute_error: 60.9128 Epoch 3650/5000 148/148 [==============================] - 0s 27us/step - loss: 3837.8167 - mean_absolute_error: 43.8588 - val_loss: 8347.5656 - val_mean_absolute_error: 60.9114 Epoch 3651/5000 148/148 [==============================] - 0s 27us/step - loss: 3837.2432 - mean_absolute_error: 43.8549 - val_loss: 8347.1059 - val_mean_absolute_error: 60.9098 Epoch 3652/5000 148/148 [==============================] - 0s 27us/step - loss: 3836.6677 - mean_absolute_error: 43.8512 - val_loss: 8346.5875 - val_mean_absolute_error: 60.9080 Epoch 3653/5000 148/148 [==============================] - 0s 20us/step - loss: 3836.0781 - mean_absolute_error: 43.8476 - val_loss: 8346.1032 - val_mean_absolute_error: 60.9062 Epoch 3654/5000 148/148 [==============================] - 0s 27us/step - loss: 3835.4763 - mean_absolute_error: 43.8439 - val_loss: 8345.6411 - val_mean_absolute_error: 60.9047 Epoch 3655/5000 148/148 [==============================] - 0s 27us/step - loss: 3834.8999 - mean_absolute_error: 43.8402 - val_loss: 8345.1377 - val_mean_absolute_error: 60.9031 Epoch 3656/5000 148/148 [==============================] - 0s 34us/step - loss: 3834.3374 - mean_absolute_error: 43.8364 - val_loss: 8344.6243 - val_mean_absolute_error: 60.9013 Epoch 3657/5000 148/148 [==============================] - 0s 27us/step - loss: 3833.7493 - mean_absolute_error: 43.8326 - val_loss: 8344.0579 - val_mean_absolute_error: 60.8993 Epoch 3658/5000 148/148 [==============================] - 0s 27us/step - loss: 3833.1609 - mean_absolute_error: 43.8291 - val_loss: 8343.5829 - val_mean_absolute_error: 60.8975 Epoch 3659/5000 148/148 [==============================] - 0s 20us/step - loss: 3832.5752 - mean_absolute_error: 43.8251 - val_loss: 8343.1387 - val_mean_absolute_error: 60.8960 Epoch 3660/5000 148/148 [==============================] - 0s 27us/step - loss: 3831.9924 - mean_absolute_error: 43.8210 - val_loss: 8342.6702 - val_mean_absolute_error: 60.8943 Epoch 3661/5000 148/148 [==============================] - 0s 20us/step - loss: 3831.4143 - mean_absolute_error: 43.8171 - val_loss: 8342.1744 - val_mean_absolute_error: 60.8924 Epoch 3662/5000 148/148 [==============================] - 0s 34us/step - loss: 3830.8210 - mean_absolute_error: 43.8131 - val_loss: 8341.6197 - val_mean_absolute_error: 60.8904 Epoch 3663/5000 148/148 [==============================] - 0s 27us/step - loss: 3830.2424 - mean_absolute_error: 43.8094 - val_loss: 8341.0070 - val_mean_absolute_error: 60.8883 Epoch 3664/5000 148/148 [==============================] - 0s 27us/step - loss: 3829.6743 - mean_absolute_error: 43.8059 - val_loss: 8340.4523 - val_mean_absolute_error: 60.8865 Epoch 3665/5000 148/148 [==============================] - 0s 20us/step - loss: 3829.0984 - mean_absolute_error: 43.8021 - val_loss: 8339.9507 - val_mean_absolute_error: 60.8850 Epoch 3666/5000 148/148 [==============================] - 0s 27us/step - loss: 3828.5024 - mean_absolute_error: 43.7982 - val_loss: 8339.5179 - val_mean_absolute_error: 60.8836 Epoch 3667/5000 148/148 [==============================] - 0s 27us/step - loss: 3827.9075 - mean_absolute_error: 43.7941 - val_loss: 8339.0713 - val_mean_absolute_error: 60.8824 Epoch 3668/5000 148/148 [==============================] - 0s 27us/step - loss: 3827.3416 - mean_absolute_error: 43.7903 - val_loss: 8338.5582 - val_mean_absolute_error: 60.8807 Epoch 3669/5000 148/148 [==============================] - 0s 27us/step - loss: 3826.7703 - mean_absolute_error: 43.7866 - val_loss: 8337.9799 - val_mean_absolute_error: 60.8786 Epoch 3670/5000 148/148 [==============================] - 0s 34us/step - loss: 3826.1741 - mean_absolute_error: 43.7830 - val_loss: 8337.3835 - val_mean_absolute_error: 60.8763 Epoch 3671/5000 148/148 [==============================] - 0s 27us/step - loss: 3825.6047 - mean_absolute_error: 43.7795 - val_loss: 8336.8997 - val_mean_absolute_error: 60.8743 Epoch 3672/5000 148/148 [==============================] - 0s 27us/step - loss: 3825.0115 - mean_absolute_error: 43.7754 - val_loss: 8336.5475 - val_mean_absolute_error: 60.8726 Epoch 3673/5000 148/148 [==============================] - 0s 20us/step - loss: 3824.4207 - mean_absolute_error: 43.7710 - val_loss: 8336.1709 - val_mean_absolute_error: 60.8708 Epoch 3674/5000 148/148 [==============================] - 0s 27us/step - loss: 3823.8374 - mean_absolute_error: 43.7668 - val_loss: 8335.7299 - val_mean_absolute_error: 60.8690 Epoch 3675/5000 148/148 [==============================] - 0s 20us/step - loss: 3823.2847 - mean_absolute_error: 43.7630 - val_loss: 8335.2908 - val_mean_absolute_error: 60.8675 Epoch 3676/5000 148/148 [==============================] - 0s 20us/step - loss: 3822.7014 - mean_absolute_error: 43.7592 - val_loss: 8334.8603 - val_mean_absolute_error: 60.8661 Epoch 3677/5000 148/148 [==============================] - 0s 27us/step - loss: 3822.1099 - mean_absolute_error: 43.7556 - val_loss: 8334.3179 - val_mean_absolute_error: 60.8645 Epoch 3678/5000 148/148 [==============================] - 0s 27us/step - loss: 3821.5051 - mean_absolute_error: 43.7522 - val_loss: 8333.7680 - val_mean_absolute_error: 60.8631 Epoch 3679/5000 148/148 [==============================] - 0s 20us/step - loss: 3820.9490 - mean_absolute_error: 43.7490 - val_loss: 8333.1982 - val_mean_absolute_error: 60.8613 Epoch 3680/5000 148/148 [==============================] - 0s 34us/step - loss: 3820.3838 - mean_absolute_error: 43.7457 - val_loss: 8332.7085 - val_mean_absolute_error: 60.8595 Epoch 3681/5000 148/148 [==============================] - 0s 20us/step - loss: 3819.7974 - mean_absolute_error: 43.7418 - val_loss: 8332.3105 - val_mean_absolute_error: 60.8578 Epoch 3682/5000 148/148 [==============================] - 0s 20us/step - loss: 3819.1868 - mean_absolute_error: 43.7375 - val_loss: 8331.9396 - val_mean_absolute_error: 60.8559 Epoch 3683/5000 148/148 [==============================] - 0s 34us/step - loss: 3818.6077 - mean_absolute_error: 43.7330 - val_loss: 8331.4762 - val_mean_absolute_error: 60.8540 Epoch 3684/5000 148/148 [==============================] - 0s 27us/step - loss: 3818.0400 - mean_absolute_error: 43.7288 - val_loss: 8330.9573 - val_mean_absolute_error: 60.8521 Epoch 3685/5000 148/148 [==============================] - 0s 27us/step - loss: 3817.4641 - mean_absolute_error: 43.7249 - val_loss: 8330.3311 - val_mean_absolute_error: 60.8501 Epoch 3686/5000 148/148 [==============================] - 0s 20us/step - loss: 3816.8523 - mean_absolute_error: 43.7212 - val_loss: 8329.6189 - val_mean_absolute_error: 60.8482 Epoch 3687/5000 148/148 [==============================] - 0s 20us/step - loss: 3816.2681 - mean_absolute_error: 43.7181 - val_loss: 8329.0005 - val_mean_absolute_error: 60.8463 Epoch 3688/5000 148/148 [==============================] - 0s 20us/step - loss: 3815.7107 - mean_absolute_error: 43.7145 - val_loss: 8328.5014 - val_mean_absolute_error: 60.8446 Epoch 3689/5000 148/148 [==============================] - 0s 27us/step - loss: 3815.1199 - mean_absolute_error: 43.7104 - val_loss: 8328.0835 - val_mean_absolute_error: 60.8429 Epoch 3690/5000 148/148 [==============================] - 0s 27us/step - loss: 3814.5190 - mean_absolute_error: 43.7059 - val_loss: 8327.6061 - val_mean_absolute_error: 60.8411 Epoch 3691/5000 148/148 [==============================] - 0s 20us/step - loss: 3813.9370 - mean_absolute_error: 43.7019 - val_loss: 8327.1004 - val_mean_absolute_error: 60.8391 Epoch 3692/5000 148/148 [==============================] - 0s 27us/step - loss: 3813.3599 - mean_absolute_error: 43.6981 - val_loss: 8326.6337 - val_mean_absolute_error: 60.8373 Epoch 3693/5000 148/148 [==============================] - 0s 27us/step - loss: 3812.7812 - mean_absolute_error: 43.6943 - val_loss: 8326.2442 - val_mean_absolute_error: 60.8359 Epoch 3694/5000 148/148 [==============================] - 0s 27us/step - loss: 3812.2134 - mean_absolute_error: 43.6904 - val_loss: 8325.7749 - val_mean_absolute_error: 60.8343 Epoch 3695/5000 148/148 [==============================] - 0s 20us/step - loss: 3811.6304 - mean_absolute_error: 43.6866 - val_loss: 8325.2251 - val_mean_absolute_error: 60.8327 Epoch 3696/5000 148/148 [==============================] - 0s 27us/step - loss: 3811.0381 - mean_absolute_error: 43.6830 - val_loss: 8324.6718 - val_mean_absolute_error: 60.8309 Epoch 3697/5000 148/148 [==============================] - 0s 27us/step - loss: 3810.4802 - mean_absolute_error: 43.6794 - val_loss: 8324.1558 - val_mean_absolute_error: 60.8290 Epoch 3698/5000 148/148 [==============================] - 0s 27us/step - loss: 3809.9131 - mean_absolute_error: 43.6756 - val_loss: 8323.7057 - val_mean_absolute_error: 60.8272 Epoch 3699/5000 148/148 [==============================] - 0s 20us/step - loss: 3809.3311 - mean_absolute_error: 43.6715 - val_loss: 8323.2756 - val_mean_absolute_error: 60.8255 Epoch 3700/5000 148/148 [==============================] - 0s 41us/step - loss: 3808.7385 - mean_absolute_error: 43.6673 - val_loss: 8322.8594 - val_mean_absolute_error: 60.8242 Epoch 3701/5000 148/148 [==============================] - 0s 27us/step - loss: 3808.1460 - mean_absolute_error: 43.6634 - val_loss: 8322.3330 - val_mean_absolute_error: 60.8227 Epoch 3702/5000 148/148 [==============================] - 0s 27us/step - loss: 3807.5759 - mean_absolute_error: 43.6600 - val_loss: 8321.8049 - val_mean_absolute_error: 60.8212 Epoch 3703/5000 148/148 [==============================] - 0s 27us/step - loss: 3807.0195 - mean_absolute_error: 43.6566 - val_loss: 8321.2524 - val_mean_absolute_error: 60.8193 Epoch 3704/5000 148/148 [==============================] - 0s 20us/step - loss: 3806.4294 - mean_absolute_error: 43.6531 - val_loss: 8320.6762 - val_mean_absolute_error: 60.8173 Epoch 3705/5000 148/148 [==============================] - 0s 27us/step - loss: 3805.8264 - mean_absolute_error: 43.6498 - val_loss: 8320.2116 - val_mean_absolute_error: 60.8154 Epoch 3706/5000 148/148 [==============================] - 0s 27us/step - loss: 3805.2432 - mean_absolute_error: 43.6459 - val_loss: 8319.8339 - val_mean_absolute_error: 60.8138 Epoch 3707/5000 148/148 [==============================] - 0s 27us/step - loss: 3804.6929 - mean_absolute_error: 43.6418 - val_loss: 8319.4854 - val_mean_absolute_error: 60.8124 Epoch 3708/5000 148/148 [==============================] - 0s 27us/step - loss: 3804.1360 - mean_absolute_error: 43.6378 - val_loss: 8319.0097 - val_mean_absolute_error: 60.8108 Epoch 3709/5000 148/148 [==============================] - 0s 20us/step - loss: 3803.5481 - mean_absolute_error: 43.6342 - val_loss: 8318.4302 - val_mean_absolute_error: 60.8092 Epoch 3710/5000 148/148 [==============================] - 0s 27us/step - loss: 3802.9600 - mean_absolute_error: 43.6311 - val_loss: 8317.7939 - val_mean_absolute_error: 60.8072 Epoch 3711/5000 148/148 [==============================] - 0s 27us/step - loss: 3802.3704 - mean_absolute_error: 43.6281 - val_loss: 8317.1032 - val_mean_absolute_error: 60.8050 Epoch 3712/5000 148/148 [==============================] - 0s 20us/step - loss: 3801.8120 - mean_absolute_error: 43.6255 - val_loss: 8316.5409 - val_mean_absolute_error: 60.8030 Epoch 3713/5000 148/148 [==============================] - 0s 20us/step - loss: 3801.2551 - mean_absolute_error: 43.6222 - val_loss: 8316.0937 - val_mean_absolute_error: 60.8010 Epoch 3714/5000 148/148 [==============================] - 0s 34us/step - loss: 3800.6719 - mean_absolute_error: 43.6184 - val_loss: 8315.7139 - val_mean_absolute_error: 60.7990 Epoch 3715/5000 148/148 [==============================] - 0s 27us/step - loss: 3800.0845 - mean_absolute_error: 43.6140 - val_loss: 8315.2493 - val_mean_absolute_error: 60.7969 Epoch 3716/5000 148/148 [==============================] - 0s 20us/step - loss: 3799.5300 - mean_absolute_error: 43.6100 - val_loss: 8314.6698 - val_mean_absolute_error: 60.7947 Epoch 3717/5000 148/148 [==============================] - 0s 27us/step - loss: 3798.9756 - mean_absolute_error: 43.6065 - val_loss: 8314.0008 - val_mean_absolute_error: 60.7924 Epoch 3718/5000 148/148 [==============================] - 0s 34us/step - loss: 3798.4028 - mean_absolute_error: 43.6034 - val_loss: 8313.4049 - val_mean_absolute_error: 60.7903 Epoch 3719/5000 148/148 [==============================] - 0s 34us/step - loss: 3797.8079 - mean_absolute_error: 43.6001 - val_loss: 8312.9007 - val_mean_absolute_error: 60.7885 Epoch 3720/5000 148/148 [==============================] - 0s 34us/step - loss: 3797.2256 - mean_absolute_error: 43.5967 - val_loss: 8312.4955 - val_mean_absolute_error: 60.7867 Epoch 3721/5000 148/148 [==============================] - 0s 27us/step - loss: 3796.6707 - mean_absolute_error: 43.5928 - val_loss: 8312.0615 - val_mean_absolute_error: 60.7846 Epoch 3722/5000 148/148 [==============================] - 0s 20us/step - loss: 3796.1135 - mean_absolute_error: 43.5889 - val_loss: 8311.5526 - val_mean_absolute_error: 60.7822 Epoch 3723/5000 148/148 [==============================] - 0s 27us/step - loss: 3795.5381 - mean_absolute_error: 43.5852 - val_loss: 8310.9331 - val_mean_absolute_error: 60.7797 Epoch 3724/5000 148/148 [==============================] - 0s 27us/step - loss: 3794.9492 - mean_absolute_error: 43.5819 - val_loss: 8310.2317 - val_mean_absolute_error: 60.7771 Epoch 3725/5000 148/148 [==============================] - 0s 20us/step - loss: 3794.3599 - mean_absolute_error: 43.5790 - val_loss: 8309.5687 - val_mean_absolute_error: 60.7746 Epoch 3726/5000 148/148 [==============================] - 0s 27us/step - loss: 3793.8020 - mean_absolute_error: 43.5760 - val_loss: 8308.9846 - val_mean_absolute_error: 60.7722 Epoch 3727/5000 148/148 [==============================] - 0s 34us/step - loss: 3793.2429 - mean_absolute_error: 43.5726 - val_loss: 8308.5111 - val_mean_absolute_error: 60.7699 Epoch 3728/5000 148/148 [==============================] - 0s 27us/step - loss: 3792.6777 - mean_absolute_error: 43.5688 - val_loss: 8308.1275 - val_mean_absolute_error: 60.7680 Epoch 3729/5000 148/148 [==============================] - 0s 27us/step - loss: 3792.0930 - mean_absolute_error: 43.5647 - val_loss: 8307.6968 - val_mean_absolute_error: 60.7662 Epoch 3730/5000 148/148 [==============================] - 0s 27us/step - loss: 3791.5261 - mean_absolute_error: 43.5609 - val_loss: 8307.1753 - val_mean_absolute_error: 60.7643 Epoch 3731/5000 148/148 [==============================] - 0s 27us/step - loss: 3790.9507 - mean_absolute_error: 43.5575 - val_loss: 8306.5920 - val_mean_absolute_error: 60.7621 Epoch 3732/5000 148/148 [==============================] - 0s 27us/step - loss: 3790.3918 - mean_absolute_error: 43.5543 - val_loss: 8306.0263 - val_mean_absolute_error: 60.7597 Epoch 3733/5000 148/148 [==============================] - 0s 34us/step - loss: 3789.8044 - mean_absolute_error: 43.5507 - val_loss: 8305.5174 - val_mean_absolute_error: 60.7575 Epoch 3734/5000 148/148 [==============================] - 0s 27us/step - loss: 3789.2437 - mean_absolute_error: 43.5468 - val_loss: 8304.9750 - val_mean_absolute_error: 60.7553 Epoch 3735/5000 148/148 [==============================] - 0s 20us/step - loss: 3788.6794 - mean_absolute_error: 43.5431 - val_loss: 8304.4070 - val_mean_absolute_error: 60.7531 Epoch 3736/5000 148/148 [==============================] - 0s 27us/step - loss: 3788.0991 - mean_absolute_error: 43.5393 - val_loss: 8303.7809 - val_mean_absolute_error: 60.7509 Epoch 3737/5000 148/148 [==============================] - 0s 27us/step - loss: 3787.5063 - mean_absolute_error: 43.5358 - val_loss: 8303.2058 - val_mean_absolute_error: 60.7489 Epoch 3738/5000 148/148 [==============================] - 0s 34us/step - loss: 3786.9519 - mean_absolute_error: 43.5322 - val_loss: 8302.6812 - val_mean_absolute_error: 60.7469 Epoch 3739/5000 148/148 [==============================] - 0s 27us/step - loss: 3786.3928 - mean_absolute_error: 43.5287 - val_loss: 8302.1039 - val_mean_absolute_error: 60.7448 Epoch 3740/5000 148/148 [==============================] - 0s 34us/step - loss: 3785.8142 - mean_absolute_error: 43.5253 - val_loss: 8301.5753 - val_mean_absolute_error: 60.7426 Epoch 3741/5000 148/148 [==============================] - 0s 27us/step - loss: 3785.2275 - mean_absolute_error: 43.5219 - val_loss: 8301.0142 - val_mean_absolute_error: 60.7403 Epoch 3742/5000 148/148 [==============================] - 0s 27us/step - loss: 3784.6528 - mean_absolute_error: 43.5186 - val_loss: 8300.5491 - val_mean_absolute_error: 60.7380 Epoch 3743/5000 148/148 [==============================] - 0s 34us/step - loss: 3784.0618 - mean_absolute_error: 43.5146 - val_loss: 8300.0627 - val_mean_absolute_error: 60.7355 Epoch 3744/5000 148/148 [==============================] - 0s 27us/step - loss: 3783.4924 - mean_absolute_error: 43.5108 - val_loss: 8299.5263 - val_mean_absolute_error: 60.7331 Epoch 3745/5000 148/148 [==============================] - 0s 27us/step - loss: 3782.9307 - mean_absolute_error: 43.5070 - val_loss: 8298.9982 - val_mean_absolute_error: 60.7308 Epoch 3746/5000 148/148 [==============================] - 0s 27us/step - loss: 3782.3518 - mean_absolute_error: 43.5035 - val_loss: 8298.5150 - val_mean_absolute_error: 60.7289 Epoch 3747/5000 148/148 [==============================] - 0s 27us/step - loss: 3781.7593 - mean_absolute_error: 43.4999 - val_loss: 8297.9462 - val_mean_absolute_error: 60.7268 Epoch 3748/5000 148/148 [==============================] - 0s 20us/step - loss: 3781.1960 - mean_absolute_error: 43.4969 - val_loss: 8297.3164 - val_mean_absolute_error: 60.7247 Epoch 3749/5000 148/148 [==============================] - 0s 27us/step - loss: 3780.6187 - mean_absolute_error: 43.4940 - val_loss: 8296.6676 - val_mean_absolute_error: 60.7223 Epoch 3750/5000 148/148 [==============================] - 0s 27us/step - loss: 3780.0337 - mean_absolute_error: 43.4910 - val_loss: 8296.1179 - val_mean_absolute_error: 60.7200 Epoch 3751/5000 148/148 [==============================] - 0s 27us/step - loss: 3779.4333 - mean_absolute_error: 43.4875 - val_loss: 8295.6483 - val_mean_absolute_error: 60.7180 Epoch 3752/5000 148/148 [==============================] - 0s 27us/step - loss: 3778.8530 - mean_absolute_error: 43.4838 - val_loss: 8295.1679 - val_mean_absolute_error: 60.7161 Epoch 3753/5000 148/148 [==============================] - 0s 27us/step - loss: 3778.2788 - mean_absolute_error: 43.4802 - val_loss: 8294.6331 - val_mean_absolute_error: 60.7140 Epoch 3754/5000 148/148 [==============================] - 0s 27us/step - loss: 3777.7141 - mean_absolute_error: 43.4769 - val_loss: 8294.0048 - val_mean_absolute_error: 60.7118 Epoch 3755/5000 148/148 [==============================] - 0s 34us/step - loss: 3777.1238 - mean_absolute_error: 43.4740 - val_loss: 8293.3598 - val_mean_absolute_error: 60.7094 Epoch 3756/5000 148/148 [==============================] - 0s 34us/step - loss: 3776.5337 - mean_absolute_error: 43.4711 - val_loss: 8292.8068 - val_mean_absolute_error: 60.7073 Epoch 3757/5000 148/148 [==============================] - 0s 27us/step - loss: 3775.9727 - mean_absolute_error: 43.4680 - val_loss: 8292.3718 - val_mean_absolute_error: 60.7054 Epoch 3758/5000 148/148 [==============================] - 0s 27us/step - loss: 3775.3936 - mean_absolute_error: 43.4645 - val_loss: 8292.0173 - val_mean_absolute_error: 60.7036 Epoch 3759/5000 148/148 [==============================] - 0s 27us/step - loss: 3774.8118 - mean_absolute_error: 43.4608 - val_loss: 8291.6366 - val_mean_absolute_error: 60.7017 Epoch 3760/5000 148/148 [==============================] - 0s 20us/step - loss: 3774.2305 - mean_absolute_error: 43.4573 - val_loss: 8291.1810 - val_mean_absolute_error: 60.6996 Epoch 3761/5000 148/148 [==============================] - 0s 27us/step - loss: 3773.6360 - mean_absolute_error: 43.4538 - val_loss: 8290.6793 - val_mean_absolute_error: 60.6975 Epoch 3762/5000 148/148 [==============================] - 0s 20us/step - loss: 3773.0730 - mean_absolute_error: 43.4506 - val_loss: 8290.0761 - val_mean_absolute_error: 60.6953 Epoch 3763/5000 148/148 [==============================] - 0s 34us/step - loss: 3772.4946 - mean_absolute_error: 43.4476 - val_loss: 8289.4643 - val_mean_absolute_error: 60.6930 Epoch 3764/5000 148/148 [==============================] - 0s 20us/step - loss: 3771.9143 - mean_absolute_error: 43.4445 - val_loss: 8288.8824 - val_mean_absolute_error: 60.6909 Epoch 3765/5000 148/148 [==============================] - 0s 27us/step - loss: 3771.3137 - mean_absolute_error: 43.4412 - val_loss: 8288.3248 - val_mean_absolute_error: 60.6888 Epoch 3766/5000 148/148 [==============================] - 0s 27us/step - loss: 3770.6992 - mean_absolute_error: 43.4378 - val_loss: 8287.7359 - val_mean_absolute_error: 60.6867 Epoch 3767/5000 148/148 [==============================] - 0s 27us/step - loss: 3770.1516 - mean_absolute_error: 43.4347 - val_loss: 8287.1501 - val_mean_absolute_error: 60.6845 Epoch 3768/5000 148/148 [==============================] - 0s 27us/step - loss: 3769.5869 - mean_absolute_error: 43.4316 - val_loss: 8286.5662 - val_mean_absolute_error: 60.6823 Epoch 3769/5000 148/148 [==============================] - 0s 34us/step - loss: 3769.0022 - mean_absolute_error: 43.4285 - val_loss: 8286.0713 - val_mean_absolute_error: 60.6803 Epoch 3770/5000 148/148 [==============================] - 0s 20us/step - loss: 3768.4028 - mean_absolute_error: 43.4251 - val_loss: 8285.6752 - val_mean_absolute_error: 60.6784 Epoch 3771/5000 148/148 [==============================] - 0s 27us/step - loss: 3767.7888 - mean_absolute_error: 43.4216 - val_loss: 8285.2834 - val_mean_absolute_error: 60.6768 Epoch 3772/5000 148/148 [==============================] - 0s 20us/step - loss: 3767.2129 - mean_absolute_error: 43.4181 - val_loss: 8284.7668 - val_mean_absolute_error: 60.6748 Epoch 3773/5000 148/148 [==============================] - 0s 20us/step - loss: 3766.6321 - mean_absolute_error: 43.4151 - val_loss: 8284.2038 - val_mean_absolute_error: 60.6726 Epoch 3774/5000 148/148 [==============================] - 0s 27us/step - loss: 3766.0586 - mean_absolute_error: 43.4120 - val_loss: 8283.7409 - val_mean_absolute_error: 60.6705 Epoch 3775/5000 148/148 [==============================] - 0s 20us/step - loss: 3765.4763 - mean_absolute_error: 43.4085 - val_loss: 8283.2682 - val_mean_absolute_error: 60.6684 Epoch 3776/5000 148/148 [==============================] - 0s 20us/step - loss: 3764.8918 - mean_absolute_error: 43.4050 - val_loss: 8282.6944 - val_mean_absolute_error: 60.6662 Epoch 3777/5000 148/148 [==============================] - 0s 34us/step - loss: 3764.3083 - mean_absolute_error: 43.4017 - val_loss: 8282.1204 - val_mean_absolute_error: 60.6640 Epoch 3778/5000 148/148 [==============================] - 0s 27us/step - loss: 3763.7322 - mean_absolute_error: 43.3985 - val_loss: 8281.5933 - val_mean_absolute_error: 60.6622 Epoch 3779/5000 148/148 [==============================] - 0s 27us/step - loss: 3763.1538 - mean_absolute_error: 43.3951 - val_loss: 8281.0677 - val_mean_absolute_error: 60.6603 Epoch 3780/5000 148/148 [==============================] - 0s 27us/step - loss: 3762.5664 - mean_absolute_error: 43.3918 - val_loss: 8280.5760 - val_mean_absolute_error: 60.6583 Epoch 3781/5000 148/148 [==============================] - 0s 34us/step - loss: 3761.9890 - mean_absolute_error: 43.3884 - val_loss: 8280.0621 - val_mean_absolute_error: 60.6563 Epoch 3782/5000 148/148 [==============================] - 0s 27us/step - loss: 3761.4194 - mean_absolute_error: 43.3852 - val_loss: 8279.5563 - val_mean_absolute_error: 60.6542 Epoch 3783/5000 148/148 [==============================] - 0s 20us/step - loss: 3760.8010 - mean_absolute_error: 43.3819 - val_loss: 8279.0400 - val_mean_absolute_error: 60.6523 Epoch 3784/5000 148/148 [==============================] - 0s 27us/step - loss: 3760.1199 - mean_absolute_error: 43.3784 - val_loss: 8278.5128 - val_mean_absolute_error: 60.6505 Epoch 3785/5000 148/148 [==============================] - 0s 27us/step - loss: 3759.4211 - mean_absolute_error: 43.3749 - val_loss: 8277.9367 - val_mean_absolute_error: 60.6488 Epoch 3786/5000 148/148 [==============================] - 0s 27us/step - loss: 3758.7124 - mean_absolute_error: 43.3716 - val_loss: 8277.3829 - val_mean_absolute_error: 60.6471 Epoch 3787/5000 148/148 [==============================] - 0s 27us/step - loss: 3757.9717 - mean_absolute_error: 43.3681 - val_loss: 8276.9605 - val_mean_absolute_error: 60.6458 Epoch 3788/5000 148/148 [==============================] - 0s 27us/step - loss: 3757.2180 - mean_absolute_error: 43.3643 - val_loss: 8276.4664 - val_mean_absolute_error: 60.6447 Epoch 3789/5000 148/148 [==============================] - 0s 27us/step - loss: 3756.4670 - mean_absolute_error: 43.3608 - val_loss: 8275.8776 - val_mean_absolute_error: 60.6436 Epoch 3790/5000 148/148 [==============================] - 0s 27us/step - loss: 3755.6863 - mean_absolute_error: 43.3577 - val_loss: 8275.3499 - val_mean_absolute_error: 60.6425 Epoch 3791/5000 148/148 [==============================] - 0s 27us/step - loss: 3754.9253 - mean_absolute_error: 43.3546 - val_loss: 8274.8798 - val_mean_absolute_error: 60.6414 Epoch 3792/5000 148/148 [==============================] - 0s 27us/step - loss: 3754.1389 - mean_absolute_error: 43.3510 - val_loss: 8274.4436 - val_mean_absolute_error: 60.6403 Epoch 3793/5000 148/148 [==============================] - 0s 27us/step - loss: 3753.3711 - mean_absolute_error: 43.3472 - val_loss: 8273.9497 - val_mean_absolute_error: 60.6393 Epoch 3794/5000 148/148 [==============================] - 0s 34us/step - loss: 3752.6147 - mean_absolute_error: 43.3437 - val_loss: 8273.3799 - val_mean_absolute_error: 60.6381 Epoch 3795/5000 148/148 [==============================] - 0s 20us/step - loss: 3751.8357 - mean_absolute_error: 43.3404 - val_loss: 8272.7866 - val_mean_absolute_error: 60.6371 Epoch 3796/5000 148/148 [==============================] - 0s 27us/step - loss: 3751.0430 - mean_absolute_error: 43.3370 - val_loss: 8272.1344 - val_mean_absolute_error: 60.6360 Epoch 3797/5000 148/148 [==============================] - 0s 41us/step - loss: 3750.2617 - mean_absolute_error: 43.3340 - val_loss: 8271.4620 - val_mean_absolute_error: 60.6347 Epoch 3798/5000 148/148 [==============================] - 0s 34us/step - loss: 3749.4966 - mean_absolute_error: 43.3311 - val_loss: 8270.9242 - val_mean_absolute_error: 60.6335 Epoch 3799/5000 148/148 [==============================] - 0s 27us/step - loss: 3748.7078 - mean_absolute_error: 43.3276 - val_loss: 8270.4263 - val_mean_absolute_error: 60.6323 Epoch 3800/5000 148/148 [==============================] - 0s 27us/step - loss: 3747.9041 - mean_absolute_error: 43.3239 - val_loss: 8270.0219 - val_mean_absolute_error: 60.6314 Epoch 3801/5000 148/148 [==============================] - 0s 27us/step - loss: 3747.0908 - mean_absolute_error: 43.3200 - val_loss: 8269.6665 - val_mean_absolute_error: 60.6305 Epoch 3802/5000 148/148 [==============================] - 0s 20us/step - loss: 3746.2981 - mean_absolute_error: 43.3161 - val_loss: 8269.2096 - val_mean_absolute_error: 60.6297 Epoch 3803/5000 148/148 [==============================] - 0s 27us/step - loss: 3745.5046 - mean_absolute_error: 43.3125 - val_loss: 8268.6827 - val_mean_absolute_error: 60.6287 Epoch 3804/5000 148/148 [==============================] - 0s 27us/step - loss: 3744.6956 - mean_absolute_error: 43.3091 - val_loss: 8268.0839 - val_mean_absolute_error: 60.6277 Epoch 3805/5000 148/148 [==============================] - 0s 27us/step - loss: 3743.8645 - mean_absolute_error: 43.3057 - val_loss: 8267.4325 - val_mean_absolute_error: 60.6266 Epoch 3806/5000 148/148 [==============================] - 0s 27us/step - loss: 3743.0474 - mean_absolute_error: 43.3025 - val_loss: 8266.8160 - val_mean_absolute_error: 60.6253 Epoch 3807/5000 148/148 [==============================] - 0s 27us/step - loss: 3742.2383 - mean_absolute_error: 43.2991 - val_loss: 8266.2345 - val_mean_absolute_error: 60.6239 Epoch 3808/5000 148/148 [==============================] - 0s 27us/step - loss: 3741.4121 - mean_absolute_error: 43.2955 - val_loss: 8265.6882 - val_mean_absolute_error: 60.6227 Epoch 3809/5000 148/148 [==============================] - 0s 27us/step - loss: 3740.5742 - mean_absolute_error: 43.2916 - val_loss: 8265.2402 - val_mean_absolute_error: 60.6215 Epoch 3810/5000 148/148 [==============================] - 0s 27us/step - loss: 3739.7402 - mean_absolute_error: 43.2873 - val_loss: 8264.7801 - val_mean_absolute_error: 60.6205 Epoch 3811/5000 148/148 [==============================] - 0s 34us/step - loss: 3738.9399 - mean_absolute_error: 43.2833 - val_loss: 8264.2816 - val_mean_absolute_error: 60.6196 Epoch 3812/5000 148/148 [==============================] - 0s 20us/step - loss: 3738.1221 - mean_absolute_error: 43.2794 - val_loss: 8263.7906 - val_mean_absolute_error: 60.6186 Epoch 3813/5000 148/148 [==============================] - 0s 27us/step - loss: 3737.2808 - mean_absolute_error: 43.2754 - val_loss: 8263.2410 - val_mean_absolute_error: 60.6173 Epoch 3814/5000 148/148 [==============================] - 0s 27us/step - loss: 3736.4514 - mean_absolute_error: 43.2716 - val_loss: 8262.6897 - val_mean_absolute_error: 60.6159 Epoch 3815/5000 148/148 [==============================] - 0s 27us/step - loss: 3735.6331 - mean_absolute_error: 43.2680 - val_loss: 8262.0967 - val_mean_absolute_error: 60.6144 Epoch 3816/5000 148/148 [==============================] - 0s 27us/step - loss: 3734.7930 - mean_absolute_error: 43.2643 - val_loss: 8261.4764 - val_mean_absolute_error: 60.6129 Epoch 3817/5000 148/148 [==============================] - 0s 27us/step - loss: 3733.9729 - mean_absolute_error: 43.2606 - val_loss: 8260.8615 - val_mean_absolute_error: 60.6116 Epoch 3818/5000 148/148 [==============================] - 0s 27us/step - loss: 3733.1604 - mean_absolute_error: 43.2569 - val_loss: 8260.2968 - val_mean_absolute_error: 60.6102 Epoch 3819/5000 148/148 [==============================] - 0s 34us/step - loss: 3732.3210 - mean_absolute_error: 43.2528 - val_loss: 8259.7990 - val_mean_absolute_error: 60.6089 Epoch 3820/5000 148/148 [==============================] - 0s 27us/step - loss: 3731.4932 - mean_absolute_error: 43.2486 - val_loss: 8259.3873 - val_mean_absolute_error: 60.6076 Epoch 3821/5000 148/148 [==============================] - 0s 34us/step - loss: 3730.6821 - mean_absolute_error: 43.2442 - val_loss: 8258.9024 - val_mean_absolute_error: 60.6062 Epoch 3822/5000 148/148 [==============================] - 0s 27us/step - loss: 3729.9312 - mean_absolute_error: 43.2402 - val_loss: 8258.3650 - val_mean_absolute_error: 60.6048 Epoch 3823/5000 148/148 [==============================] - 0s 27us/step - loss: 3729.2002 - mean_absolute_error: 43.2365 - val_loss: 8257.7666 - val_mean_absolute_error: 60.6034 Epoch 3824/5000 148/148 [==============================] - 0s 27us/step - loss: 3728.4648 - mean_absolute_error: 43.2330 - val_loss: 8257.1543 - val_mean_absolute_error: 60.6018 Epoch 3825/5000 148/148 [==============================] - 0s 27us/step - loss: 3727.7344 - mean_absolute_error: 43.2295 - val_loss: 8256.5495 - val_mean_absolute_error: 60.6000 Epoch 3826/5000 148/148 [==============================] - 0s 20us/step - loss: 3727.0254 - mean_absolute_error: 43.2262 - val_loss: 8256.0103 - val_mean_absolute_error: 60.5982 Epoch 3827/5000 148/148 [==============================] - 0s 27us/step - loss: 3726.3513 - mean_absolute_error: 43.2228 - val_loss: 8255.5056 - val_mean_absolute_error: 60.5964 Epoch 3828/5000 148/148 [==============================] - 0s 27us/step - loss: 3725.6794 - mean_absolute_error: 43.2190 - val_loss: 8255.0619 - val_mean_absolute_error: 60.5947 Epoch 3829/5000 148/148 [==============================] - 0s 27us/step - loss: 3724.9912 - mean_absolute_error: 43.2150 - val_loss: 8254.6660 - val_mean_absolute_error: 60.5933 Epoch 3830/5000 148/148 [==============================] - 0s 34us/step - loss: 3724.2998 - mean_absolute_error: 43.2108 - val_loss: 8254.2710 - val_mean_absolute_error: 60.5916 Epoch 3831/5000 148/148 [==============================] - 0s 20us/step - loss: 3723.6284 - mean_absolute_error: 43.2068 - val_loss: 8253.8255 - val_mean_absolute_error: 60.5897 Epoch 3832/5000 148/148 [==============================] - 0s 34us/step - loss: 3722.9641 - mean_absolute_error: 43.2031 - val_loss: 8253.2713 - val_mean_absolute_error: 60.5876 Epoch 3833/5000 148/148 [==============================] - 0s 34us/step - loss: 3722.2854 - mean_absolute_error: 43.1997 - val_loss: 8252.6866 - val_mean_absolute_error: 60.5853 Epoch 3834/5000 148/148 [==============================] - 0s 27us/step - loss: 3721.6128 - mean_absolute_error: 43.1963 - val_loss: 8252.2011 - val_mean_absolute_error: 60.5831 Epoch 3835/5000 148/148 [==============================] - 0s 27us/step - loss: 3720.9321 - mean_absolute_error: 43.1925 - val_loss: 8251.7606 - val_mean_absolute_error: 60.5814 Epoch 3836/5000 148/148 [==============================] - 0s 27us/step - loss: 3720.2725 - mean_absolute_error: 43.1886 - val_loss: 8251.3478 - val_mean_absolute_error: 60.5797 Epoch 3837/5000 148/148 [==============================] - 0s 34us/step - loss: 3719.6133 - mean_absolute_error: 43.1844 - val_loss: 8250.8794 - val_mean_absolute_error: 60.5781 Epoch 3838/5000 148/148 [==============================] - 0s 20us/step - loss: 3718.9468 - mean_absolute_error: 43.1804 - val_loss: 8250.4239 - val_mean_absolute_error: 60.5765 Epoch 3839/5000 148/148 [==============================] - 0s 27us/step - loss: 3718.2727 - mean_absolute_error: 43.1763 - val_loss: 8249.9657 - val_mean_absolute_error: 60.5747 Epoch 3840/5000 148/148 [==============================] - 0s 27us/step - loss: 3717.5916 - mean_absolute_error: 43.1723 - val_loss: 8249.4278 - val_mean_absolute_error: 60.5727 Epoch 3841/5000 148/148 [==============================] - 0s 27us/step - loss: 3716.9421 - mean_absolute_error: 43.1689 - val_loss: 8248.8936 - val_mean_absolute_error: 60.5708 Epoch 3842/5000 148/148 [==============================] - 0s 20us/step - loss: 3716.2864 - mean_absolute_error: 43.1655 - val_loss: 8248.3944 - val_mean_absolute_error: 60.5688 Epoch 3843/5000 148/148 [==============================] - 0s 27us/step - loss: 3715.6389 - mean_absolute_error: 43.1620 - val_loss: 8247.9869 - val_mean_absolute_error: 60.5667 Epoch 3844/5000 148/148 [==============================] - 0s 27us/step - loss: 3714.9634 - mean_absolute_error: 43.1579 - val_loss: 8247.6605 - val_mean_absolute_error: 60.5645 Epoch 3845/5000 148/148 [==============================] - 0s 27us/step - loss: 3714.2888 - mean_absolute_error: 43.1532 - val_loss: 8247.3249 - val_mean_absolute_error: 60.5626 Epoch 3846/5000 148/148 [==============================] - 0s 20us/step - loss: 3713.6399 - mean_absolute_error: 43.1487 - val_loss: 8246.8888 - val_mean_absolute_error: 60.5605 Epoch 3847/5000 148/148 [==============================] - 0s 27us/step - loss: 3712.9658 - mean_absolute_error: 43.1446 - val_loss: 8246.3394 - val_mean_absolute_error: 60.5583 Epoch 3848/5000 148/148 [==============================] - 0s 20us/step - loss: 3712.3142 - mean_absolute_error: 43.1409 - val_loss: 8245.7786 - val_mean_absolute_error: 60.5560 Epoch 3849/5000 148/148 [==============================] - 0s 20us/step - loss: 3711.6401 - mean_absolute_error: 43.1369 - val_loss: 8245.2034 - val_mean_absolute_error: 60.5535 Epoch 3850/5000 148/148 [==============================] - 0s 34us/step - loss: 3710.9502 - mean_absolute_error: 43.1329 - val_loss: 8244.6235 - val_mean_absolute_error: 60.5510 Epoch 3851/5000 148/148 [==============================] - 0s 27us/step - loss: 3710.2900 - mean_absolute_error: 43.1287 - val_loss: 8244.0893 - val_mean_absolute_error: 60.5488 Epoch 3852/5000 148/148 [==============================] - 0s 27us/step - loss: 3709.6394 - mean_absolute_error: 43.1247 - val_loss: 8243.5814 - val_mean_absolute_error: 60.5467 Epoch 3853/5000 148/148 [==============================] - 0s 27us/step - loss: 3708.9507 - mean_absolute_error: 43.1204 - val_loss: 8243.1231 - val_mean_absolute_error: 60.5449 Epoch 3854/5000 148/148 [==============================] - 0s 34us/step - loss: 3708.2681 - mean_absolute_error: 43.1162 - val_loss: 8242.6440 - val_mean_absolute_error: 60.5427 Epoch 3855/5000 148/148 [==============================] - 0s 27us/step - loss: 3707.6123 - mean_absolute_error: 43.1120 - val_loss: 8242.1194 - val_mean_absolute_error: 60.5403 Epoch 3856/5000 148/148 [==============================] - 0s 34us/step - loss: 3706.9333 - mean_absolute_error: 43.1079 - val_loss: 8241.5414 - val_mean_absolute_error: 60.5377 Epoch 3857/5000 148/148 [==============================] - 0s 27us/step - loss: 3706.2830 - mean_absolute_error: 43.1040 - val_loss: 8240.9763 - val_mean_absolute_error: 60.5353 Epoch 3858/5000 148/148 [==============================] - 0s 27us/step - loss: 3705.6182 - mean_absolute_error: 43.1002 - val_loss: 8240.4504 - val_mean_absolute_error: 60.5332 Epoch 3859/5000 148/148 [==============================] - 0s 20us/step - loss: 3704.9429 - mean_absolute_error: 43.0961 - val_loss: 8239.9475 - val_mean_absolute_error: 60.5311 Epoch 3860/5000 148/148 [==============================] - 0s 27us/step - loss: 3704.2737 - mean_absolute_error: 43.0920 - val_loss: 8239.3857 - val_mean_absolute_error: 60.5288 Epoch 3861/5000 148/148 [==============================] - 0s 27us/step - loss: 3703.6123 - mean_absolute_error: 43.0881 - val_loss: 8238.8507 - val_mean_absolute_error: 60.5263 Epoch 3862/5000 148/148 [==============================] - 0s 20us/step - loss: 3702.9460 - mean_absolute_error: 43.0840 - val_loss: 8238.3029 - val_mean_absolute_error: 60.5235 Epoch 3863/5000 148/148 [==============================] - 0s 27us/step - loss: 3702.2581 - mean_absolute_error: 43.0799 - val_loss: 8237.6423 - val_mean_absolute_error: 60.5205 Epoch 3864/5000 148/148 [==============================] - 0s 34us/step - loss: 3701.6064 - mean_absolute_error: 43.0763 - val_loss: 8237.0555 - val_mean_absolute_error: 60.5177 Epoch 3865/5000 148/148 [==============================] - 0s 27us/step - loss: 3700.9446 - mean_absolute_error: 43.0723 - val_loss: 8236.5304 - val_mean_absolute_error: 60.5153 Epoch 3866/5000 148/148 [==============================] - 0s 20us/step - loss: 3700.2778 - mean_absolute_error: 43.0680 - val_loss: 8235.9294 - val_mean_absolute_error: 60.5130 Epoch 3867/5000 148/148 [==============================] - 0s 27us/step - loss: 3699.6089 - mean_absolute_error: 43.0640 - val_loss: 8235.3374 - val_mean_absolute_error: 60.5106 Epoch 3868/5000 148/148 [==============================] - 0s 27us/step - loss: 3698.9426 - mean_absolute_error: 43.0602 - val_loss: 8234.6940 - val_mean_absolute_error: 60.5081 Epoch 3869/5000 148/148 [==============================] - 0s 27us/step - loss: 3698.2893 - mean_absolute_error: 43.0565 - val_loss: 8234.1345 - val_mean_absolute_error: 60.5055 Epoch 3870/5000 148/148 [==============================] - 0s 20us/step - loss: 3697.6211 - mean_absolute_error: 43.0524 - val_loss: 8233.6481 - val_mean_absolute_error: 60.5029 Epoch 3871/5000 148/148 [==============================] - 0s 20us/step - loss: 3696.9363 - mean_absolute_error: 43.0481 - val_loss: 8233.2503 - val_mean_absolute_error: 60.5005 Epoch 3872/5000 148/148 [==============================] - 0s 34us/step - loss: 3696.3027 - mean_absolute_error: 43.0436 - val_loss: 8232.7511 - val_mean_absolute_error: 60.4982 Epoch 3873/5000 148/148 [==============================] - 0s 27us/step - loss: 3695.6453 - mean_absolute_error: 43.0395 - val_loss: 8232.1464 - val_mean_absolute_error: 60.4959 Epoch 3874/5000 148/148 [==============================] - 0s 27us/step - loss: 3694.9548 - mean_absolute_error: 43.0357 - val_loss: 8231.4299 - val_mean_absolute_error: 60.4935 Epoch 3875/5000 148/148 [==============================] - 0s 27us/step - loss: 3694.2656 - mean_absolute_error: 43.0323 - val_loss: 8230.7012 - val_mean_absolute_error: 60.4911 Epoch 3876/5000 148/148 [==============================] - 0s 27us/step - loss: 3693.6418 - mean_absolute_error: 43.0291 - val_loss: 8230.0956 - val_mean_absolute_error: 60.4889 Epoch 3877/5000 148/148 [==============================] - 0s 27us/step - loss: 3692.9949 - mean_absolute_error: 43.0254 - val_loss: 8229.6100 - val_mean_absolute_error: 60.4868 Epoch 3878/5000 148/148 [==============================] - 0s 34us/step - loss: 3692.3049 - mean_absolute_error: 43.0210 - val_loss: 8229.2337 - val_mean_absolute_error: 60.4848 Epoch 3879/5000 148/148 [==============================] - 0s 20us/step - loss: 3691.6169 - mean_absolute_error: 43.0162 - val_loss: 8228.8202 - val_mean_absolute_error: 60.4824 Epoch 3880/5000 148/148 [==============================] - 0s 27us/step - loss: 3690.9680 - mean_absolute_error: 43.0116 - val_loss: 8228.3003 - val_mean_absolute_error: 60.4800 Epoch 3881/5000 148/148 [==============================] - 0s 34us/step - loss: 3690.3235 - mean_absolute_error: 43.0075 - val_loss: 8227.6907 - val_mean_absolute_error: 60.4775 Epoch 3882/5000 148/148 [==============================] - 0s 20us/step - loss: 3689.6492 - mean_absolute_error: 43.0037 - val_loss: 8226.9717 - val_mean_absolute_error: 60.4749 Epoch 3883/5000 148/148 [==============================] - 0s 34us/step - loss: 3688.9509 - mean_absolute_error: 43.0003 - val_loss: 8226.1553 - val_mean_absolute_error: 60.4723 Epoch 3884/5000 148/148 [==============================] - 0s 27us/step - loss: 3688.2698 - mean_absolute_error: 42.9973 - val_loss: 8225.3918 - val_mean_absolute_error: 60.4699 Epoch 3885/5000 148/148 [==============================] - 0s 27us/step - loss: 3687.6389 - mean_absolute_error: 42.9942 - val_loss: 8224.7765 - val_mean_absolute_error: 60.4678 Epoch 3886/5000 148/148 [==============================] - 0s 27us/step - loss: 3686.9734 - mean_absolute_error: 42.9903 - val_loss: 8224.2880 - val_mean_absolute_error: 60.4657 Epoch 3887/5000 148/148 [==============================] - 0s 27us/step - loss: 3686.2778 - mean_absolute_error: 42.9858 - val_loss: 8223.8481 - val_mean_absolute_error: 60.4636 Epoch 3888/5000 148/148 [==============================] - 0s 20us/step - loss: 3685.6135 - mean_absolute_error: 42.9813 - val_loss: 8223.4194 - val_mean_absolute_error: 60.4614 Epoch 3889/5000 148/148 [==============================] - 0s 27us/step - loss: 3684.9666 - mean_absolute_error: 42.9769 - val_loss: 8222.8995 - val_mean_absolute_error: 60.4591 Epoch 3890/5000 148/148 [==============================] - 0s 27us/step - loss: 3684.3137 - mean_absolute_error: 42.9730 - val_loss: 8222.3211 - val_mean_absolute_error: 60.4569 Epoch 3891/5000 148/148 [==============================] - 0s 34us/step - loss: 3683.6550 - mean_absolute_error: 42.9694 - val_loss: 8221.7192 - val_mean_absolute_error: 60.4544 Epoch 3892/5000 148/148 [==============================] - 0s 20us/step - loss: 3682.9775 - mean_absolute_error: 42.9658 - val_loss: 8221.1023 - val_mean_absolute_error: 60.4519 Epoch 3893/5000 148/148 [==============================] - 0s 27us/step - loss: 3682.3103 - mean_absolute_error: 42.9622 - val_loss: 8220.3966 - val_mean_absolute_error: 60.4494 Epoch 3894/5000 148/148 [==============================] - 0s 27us/step - loss: 3681.6609 - mean_absolute_error: 42.9591 - val_loss: 8219.6999 - val_mean_absolute_error: 60.4470 Epoch 3895/5000 148/148 [==============================] - 0s 27us/step - loss: 3681.0051 - mean_absolute_error: 42.9559 - val_loss: 8219.0813 - val_mean_absolute_error: 60.4448 Epoch 3896/5000 148/148 [==============================] - 0s 20us/step - loss: 3680.3398 - mean_absolute_error: 42.9523 - val_loss: 8218.5753 - val_mean_absolute_error: 60.4427 Epoch 3897/5000 148/148 [==============================] - 0s 27us/step - loss: 3679.6685 - mean_absolute_error: 42.9482 - val_loss: 8218.0999 - val_mean_absolute_error: 60.4408 Epoch 3898/5000 148/148 [==============================] - 0s 27us/step - loss: 3679.0161 - mean_absolute_error: 42.9440 - val_loss: 8217.6038 - val_mean_absolute_error: 60.4390 Epoch 3899/5000 148/148 [==============================] - 0s 27us/step - loss: 3678.3623 - mean_absolute_error: 42.9400 - val_loss: 8216.9907 - val_mean_absolute_error: 60.4370 Epoch 3900/5000 148/148 [==============================] - 0s 27us/step - loss: 3677.7429 - mean_absolute_error: 42.9366 - val_loss: 8216.3611 - val_mean_absolute_error: 60.4347 Epoch 3901/5000 148/148 [==============================] - 0s 27us/step - loss: 3677.1406 - mean_absolute_error: 42.9331 - val_loss: 8215.7204 - val_mean_absolute_error: 60.4320 Epoch 3902/5000 148/148 [==============================] - 0s 34us/step - loss: 3676.5366 - mean_absolute_error: 42.9296 - val_loss: 8215.0842 - val_mean_absolute_error: 60.4293 Epoch 3903/5000 148/148 [==============================] - 0s 20us/step - loss: 3675.9370 - mean_absolute_error: 42.9262 - val_loss: 8214.4109 - val_mean_absolute_error: 60.4267 Epoch 3904/5000 148/148 [==============================] - 0s 27us/step - loss: 3675.3374 - mean_absolute_error: 42.9229 - val_loss: 8213.8201 - val_mean_absolute_error: 60.4243 Epoch 3905/5000 148/148 [==============================] - 0s 27us/step - loss: 3674.7466 - mean_absolute_error: 42.9194 - val_loss: 8213.3468 - val_mean_absolute_error: 60.4220 Epoch 3906/5000 148/148 [==============================] - 0s 27us/step - loss: 3674.1614 - mean_absolute_error: 42.9154 - val_loss: 8212.9126 - val_mean_absolute_error: 60.4197 Epoch 3907/5000 148/148 [==============================] - 0s 20us/step - loss: 3673.5696 - mean_absolute_error: 42.9113 - val_loss: 8212.4685 - val_mean_absolute_error: 60.4175 Epoch 3908/5000 148/148 [==============================] - 0s 27us/step - loss: 3672.9709 - mean_absolute_error: 42.9072 - val_loss: 8211.9088 - val_mean_absolute_error: 60.4151 Epoch 3909/5000 148/148 [==============================] - 0s 27us/step - loss: 3672.3911 - mean_absolute_error: 42.9035 - val_loss: 8211.3313 - val_mean_absolute_error: 60.4126 Epoch 3910/5000 148/148 [==============================] - 0s 20us/step - loss: 3671.8103 - mean_absolute_error: 42.8998 - val_loss: 8210.7273 - val_mean_absolute_error: 60.4097 Epoch 3911/5000 148/148 [==============================] - 0s 27us/step - loss: 3671.2065 - mean_absolute_error: 42.8962 - val_loss: 8210.1654 - val_mean_absolute_error: 60.4070 Epoch 3912/5000 148/148 [==============================] - 0s 20us/step - loss: 3670.6152 - mean_absolute_error: 42.8924 - val_loss: 8209.5947 - val_mean_absolute_error: 60.4043 Epoch 3913/5000 148/148 [==============================] - 0s 27us/step - loss: 3670.0244 - mean_absolute_error: 42.8886 - val_loss: 8209.0321 - val_mean_absolute_error: 60.4018 Epoch 3914/5000 148/148 [==============================] - 0s 20us/step - loss: 3669.4426 - mean_absolute_error: 42.8849 - val_loss: 8208.4129 - val_mean_absolute_error: 60.3990 Epoch 3915/5000 148/148 [==============================] - 0s 34us/step - loss: 3668.8691 - mean_absolute_error: 42.8815 - val_loss: 8207.7788 - val_mean_absolute_error: 60.3961 Epoch 3916/5000 148/148 [==============================] - 0s 27us/step - loss: 3668.2744 - mean_absolute_error: 42.8779 - val_loss: 8207.2725 - val_mean_absolute_error: 60.3935 Epoch 3917/5000 148/148 [==============================] - 0s 27us/step - loss: 3667.6782 - mean_absolute_error: 42.8739 - val_loss: 8206.8832 - val_mean_absolute_error: 60.3910 Epoch 3918/5000 148/148 [==============================] - 0s 20us/step - loss: 3667.1226 - mean_absolute_error: 42.8696 - val_loss: 8206.4271 - val_mean_absolute_error: 60.3885 Epoch 3919/5000 148/148 [==============================] - 0s 34us/step - loss: 3666.5498 - mean_absolute_error: 42.8656 - val_loss: 8205.8715 - val_mean_absolute_error: 60.3859 Epoch 3920/5000 148/148 [==============================] - 0s 20us/step - loss: 3665.9497 - mean_absolute_error: 42.8621 - val_loss: 8205.2127 - val_mean_absolute_error: 60.3832 Epoch 3921/5000 148/148 [==============================] - 0s 27us/step - loss: 3665.3484 - mean_absolute_error: 42.8590 - val_loss: 8204.6292 - val_mean_absolute_error: 60.3805 Epoch 3922/5000 148/148 [==============================] - 0s 34us/step - loss: 3664.7732 - mean_absolute_error: 42.8555 - val_loss: 8204.1134 - val_mean_absolute_error: 60.3777 Epoch 3923/5000 148/148 [==============================] - 0s 34us/step - loss: 3664.1934 - mean_absolute_error: 42.8515 - val_loss: 8203.5776 - val_mean_absolute_error: 60.3750 Epoch 3924/5000 148/148 [==============================] - 0s 27us/step - loss: 3663.6196 - mean_absolute_error: 42.8477 - val_loss: 8202.9913 - val_mean_absolute_error: 60.3723 Epoch 3925/5000 148/148 [==============================] - 0s 27us/step - loss: 3663.0398 - mean_absolute_error: 42.8441 - val_loss: 8202.4143 - val_mean_absolute_error: 60.3698 Epoch 3926/5000 148/148 [==============================] - 0s 27us/step - loss: 3662.4636 - mean_absolute_error: 42.8407 - val_loss: 8201.8514 - val_mean_absolute_error: 60.3672 Epoch 3927/5000 148/148 [==============================] - 0s 27us/step - loss: 3661.8801 - mean_absolute_error: 42.8373 - val_loss: 8201.3231 - val_mean_absolute_error: 60.3647 Epoch 3928/5000 148/148 [==============================] - 0s 27us/step - loss: 3661.3044 - mean_absolute_error: 42.8339 - val_loss: 8200.8808 - val_mean_absolute_error: 60.3622 Epoch 3929/5000 148/148 [==============================] - 0s 20us/step - loss: 3660.7319 - mean_absolute_error: 42.8301 - val_loss: 8200.4553 - val_mean_absolute_error: 60.3598 Epoch 3930/5000 148/148 [==============================] - 0s 34us/step - loss: 3660.1580 - mean_absolute_error: 42.8262 - val_loss: 8199.9194 - val_mean_absolute_error: 60.3571 Epoch 3931/5000 148/148 [==============================] - 0s 27us/step - loss: 3659.5776 - mean_absolute_error: 42.8227 - val_loss: 8199.3234 - val_mean_absolute_error: 60.3545 Epoch 3932/5000 148/148 [==============================] - 0s 27us/step - loss: 3658.9961 - mean_absolute_error: 42.8193 - val_loss: 8198.7579 - val_mean_absolute_error: 60.3518 Epoch 3933/5000 148/148 [==============================] - 0s 27us/step - loss: 3658.4312 - mean_absolute_error: 42.8158 - val_loss: 8198.2219 - val_mean_absolute_error: 60.3492 Epoch 3934/5000 148/148 [==============================] - 0s 34us/step - loss: 3657.8601 - mean_absolute_error: 42.8122 - val_loss: 8197.6606 - val_mean_absolute_error: 60.3464 Epoch 3935/5000 148/148 [==============================] - 0s 20us/step - loss: 3657.2686 - mean_absolute_error: 42.8086 - val_loss: 8197.0258 - val_mean_absolute_error: 60.3437 Epoch 3936/5000 148/148 [==============================] - 0s 20us/step - loss: 3656.7070 - mean_absolute_error: 42.8053 - val_loss: 8196.5264 - val_mean_absolute_error: 60.3412 Epoch 3937/5000 148/148 [==============================] - 0s 20us/step - loss: 3656.1492 - mean_absolute_error: 42.8018 - val_loss: 8195.9728 - val_mean_absolute_error: 60.3385 Epoch 3938/5000 148/148 [==============================] - 0s 34us/step - loss: 3655.5642 - mean_absolute_error: 42.7984 - val_loss: 8195.3645 - val_mean_absolute_error: 60.3357 Epoch 3939/5000 148/148 [==============================] - 0s 27us/step - loss: 3654.9773 - mean_absolute_error: 42.7951 - val_loss: 8194.8307 - val_mean_absolute_error: 60.3330 Epoch 3940/5000 148/148 [==============================] - 0s 27us/step - loss: 3654.4189 - mean_absolute_error: 42.7917 - val_loss: 8194.3117 - val_mean_absolute_error: 60.3303 Epoch 3941/5000 148/148 [==============================] - 0s 27us/step - loss: 3653.8601 - mean_absolute_error: 42.7882 - val_loss: 8193.7756 - val_mean_absolute_error: 60.3278 Epoch 3942/5000 148/148 [==============================] - 0s 27us/step - loss: 3653.2754 - mean_absolute_error: 42.7847 - val_loss: 8193.2352 - val_mean_absolute_error: 60.3253 Epoch 3943/5000 148/148 [==============================] - 0s 27us/step - loss: 3652.6921 - mean_absolute_error: 42.7813 - val_loss: 8192.6485 - val_mean_absolute_error: 60.3227 Epoch 3944/5000 148/148 [==============================] - 0s 20us/step - loss: 3652.1123 - mean_absolute_error: 42.7780 - val_loss: 8192.0970 - val_mean_absolute_error: 60.3199 Epoch 3945/5000 148/148 [==============================] - 0s 27us/step - loss: 3651.5422 - mean_absolute_error: 42.7747 - val_loss: 8191.5742 - val_mean_absolute_error: 60.3172 Epoch 3946/5000 148/148 [==============================] - 0s 20us/step - loss: 3650.9705 - mean_absolute_error: 42.7713 - val_loss: 8191.1138 - val_mean_absolute_error: 60.3146 Epoch 3947/5000 148/148 [==============================] - 0s 27us/step - loss: 3650.4155 - mean_absolute_error: 42.7677 - val_loss: 8190.5340 - val_mean_absolute_error: 60.3120 Epoch 3948/5000 148/148 [==============================] - 0s 27us/step - loss: 3649.8413 - mean_absolute_error: 42.7645 - val_loss: 8189.9363 - val_mean_absolute_error: 60.3097 Epoch 3949/5000 148/148 [==============================] - 0s 20us/step - loss: 3649.2446 - mean_absolute_error: 42.7613 - val_loss: 8189.3836 - val_mean_absolute_error: 60.3073 Epoch 3950/5000 148/148 [==============================] - 0s 27us/step - loss: 3648.7031 - mean_absolute_error: 42.7582 - val_loss: 8188.8129 - val_mean_absolute_error: 60.3048 Epoch 3951/5000 148/148 [==============================] - 0s 34us/step - loss: 3648.1414 - mean_absolute_error: 42.7550 - val_loss: 8188.3198 - val_mean_absolute_error: 60.3022 Epoch 3952/5000 148/148 [==============================] - 0s 27us/step - loss: 3647.5532 - mean_absolute_error: 42.7514 - val_loss: 8187.8179 - val_mean_absolute_error: 60.2994 Epoch 3953/5000 148/148 [==============================] - 0s 27us/step - loss: 3646.9868 - mean_absolute_error: 42.7479 - val_loss: 8187.3348 - val_mean_absolute_error: 60.2968 Epoch 3954/5000 148/148 [==============================] - 0s 34us/step - loss: 3646.4248 - mean_absolute_error: 42.7443 - val_loss: 8186.7680 - val_mean_absolute_error: 60.2942 Epoch 3955/5000 148/148 [==============================] - 0s 20us/step - loss: 3645.8455 - mean_absolute_error: 42.7411 - val_loss: 8186.1444 - val_mean_absolute_error: 60.2918 Epoch 3956/5000 148/148 [==============================] - 0s 27us/step - loss: 3645.2715 - mean_absolute_error: 42.7381 - val_loss: 8185.5653 - val_mean_absolute_error: 60.2895 Epoch 3957/5000 148/148 [==============================] - 0s 27us/step - loss: 3644.6963 - mean_absolute_error: 42.7350 - val_loss: 8184.9985 - val_mean_absolute_error: 60.2873 Epoch 3958/5000 148/148 [==============================] - 0s 27us/step - loss: 3644.1174 - mean_absolute_error: 42.7317 - val_loss: 8184.4008 - val_mean_absolute_error: 60.2847 Epoch 3959/5000 148/148 [==============================] - 0s 20us/step - loss: 3643.5354 - mean_absolute_error: 42.7283 - val_loss: 8183.8305 - val_mean_absolute_error: 60.2821 Epoch 3960/5000 148/148 [==============================] - 0s 27us/step - loss: 3642.9670 - mean_absolute_error: 42.7249 - val_loss: 8183.2044 - val_mean_absolute_error: 60.2793 Epoch 3961/5000 148/148 [==============================] - 0s 27us/step - loss: 3642.3853 - mean_absolute_error: 42.7217 - val_loss: 8182.6453 - val_mean_absolute_error: 60.2766 Epoch 3962/5000 148/148 [==============================] - 0s 27us/step - loss: 3641.8201 - mean_absolute_error: 42.7185 - val_loss: 8182.2010 - val_mean_absolute_error: 60.2741 Epoch 3963/5000 148/148 [==============================] - 0s 34us/step - loss: 3641.2617 - mean_absolute_error: 42.7149 - val_loss: 8181.6994 - val_mean_absolute_error: 60.2716 Epoch 3964/5000 148/148 [==============================] - 0s 27us/step - loss: 3640.6880 - mean_absolute_error: 42.7115 - val_loss: 8181.1636 - val_mean_absolute_error: 60.2692 Epoch 3965/5000 148/148 [==============================] - 0s 20us/step - loss: 3640.1216 - mean_absolute_error: 42.7081 - val_loss: 8180.5579 - val_mean_absolute_error: 60.2668 Epoch 3966/5000 148/148 [==============================] - 0s 34us/step - loss: 3639.5452 - mean_absolute_error: 42.7050 - val_loss: 8179.9281 - val_mean_absolute_error: 60.2645 Epoch 3967/5000 148/148 [==============================] - 0s 27us/step - loss: 3638.9595 - mean_absolute_error: 42.7020 - val_loss: 8179.2766 - val_mean_absolute_error: 60.2621 Epoch 3968/5000 148/148 [==============================] - 0s 20us/step - loss: 3638.4219 - mean_absolute_error: 42.6993 - val_loss: 8178.7108 - val_mean_absolute_error: 60.2598 Epoch 3969/5000 148/148 [==============================] - 0s 20us/step - loss: 3637.8877 - mean_absolute_error: 42.6962 - val_loss: 8178.1427 - val_mean_absolute_error: 60.2574 Epoch 3970/5000 148/148 [==============================] - 0s 27us/step - loss: 3637.3201 - mean_absolute_error: 42.6928 - val_loss: 8177.5735 - val_mean_absolute_error: 60.2548 Epoch 3971/5000 148/148 [==============================] - 0s 27us/step - loss: 3636.7554 - mean_absolute_error: 42.6894 - val_loss: 8177.1094 - val_mean_absolute_error: 60.2526 Epoch 3972/5000 148/148 [==============================] - 0s 27us/step - loss: 3636.2070 - mean_absolute_error: 42.6858 - val_loss: 8176.6721 - val_mean_absolute_error: 60.2505 Epoch 3973/5000 148/148 [==============================] - 0s 34us/step - loss: 3635.6602 - mean_absolute_error: 42.6823 - val_loss: 8176.1185 - val_mean_absolute_error: 60.2483 Epoch 3974/5000 148/148 [==============================] - 0s 27us/step - loss: 3635.0898 - mean_absolute_error: 42.6791 - val_loss: 8175.5477 - val_mean_absolute_error: 60.2458 Epoch 3975/5000 148/148 [==============================] - 0s 27us/step - loss: 3634.5288 - mean_absolute_error: 42.6760 - val_loss: 8174.9725 - val_mean_absolute_error: 60.2432 Epoch 3976/5000 148/148 [==============================] - 0s 27us/step - loss: 3633.9810 - mean_absolute_error: 42.6729 - val_loss: 8174.4220 - val_mean_absolute_error: 60.2407 Epoch 3977/5000 148/148 [==============================] - 0s 27us/step - loss: 3633.4375 - mean_absolute_error: 42.6698 - val_loss: 8173.8991 - val_mean_absolute_error: 60.2383 Epoch 3978/5000 148/148 [==============================] - 0s 27us/step - loss: 3632.8894 - mean_absolute_error: 42.6665 - val_loss: 8173.4152 - val_mean_absolute_error: 60.2361 Epoch 3979/5000 148/148 [==============================] - 0s 34us/step - loss: 3632.3293 - mean_absolute_error: 42.6631 - val_loss: 8172.9625 - val_mean_absolute_error: 60.2340 Epoch 3980/5000 148/148 [==============================] - 0s 27us/step - loss: 3631.7881 - mean_absolute_error: 42.6595 - val_loss: 8172.4851 - val_mean_absolute_error: 60.2321 Epoch 3981/5000 148/148 [==============================] - 0s 27us/step - loss: 3631.2419 - mean_absolute_error: 42.6560 - val_loss: 8171.9649 - val_mean_absolute_error: 60.2302 Epoch 3982/5000 148/148 [==============================] - 0s 27us/step - loss: 3630.6887 - mean_absolute_error: 42.6527 - val_loss: 8171.4235 - val_mean_absolute_error: 60.2283 Epoch 3983/5000 148/148 [==============================] - 0s 27us/step - loss: 3630.1482 - mean_absolute_error: 42.6495 - val_loss: 8170.7834 - val_mean_absolute_error: 60.2262 Epoch 3984/5000 148/148 [==============================] - 0s 27us/step - loss: 3629.6128 - mean_absolute_error: 42.6467 - val_loss: 8170.2299 - val_mean_absolute_error: 60.2242 Epoch 3985/5000 148/148 [==============================] - 0s 27us/step - loss: 3629.0586 - mean_absolute_error: 42.6436 - val_loss: 8169.7045 - val_mean_absolute_error: 60.2220 Epoch 3986/5000 148/148 [==============================] - 0s 34us/step - loss: 3628.5132 - mean_absolute_error: 42.6403 - val_loss: 8169.2445 - val_mean_absolute_error: 60.2199 Epoch 3987/5000 148/148 [==============================] - 0s 20us/step - loss: 3627.9602 - mean_absolute_error: 42.6367 - val_loss: 8168.8578 - val_mean_absolute_error: 60.2178 Epoch 3988/5000 148/148 [==============================] - 0s 27us/step - loss: 3627.4016 - mean_absolute_error: 42.6328 - val_loss: 8168.4105 - val_mean_absolute_error: 60.2155 Epoch 3989/5000 148/148 [==============================] - 0s 20us/step - loss: 3626.8442 - mean_absolute_error: 42.6292 - val_loss: 8167.9297 - val_mean_absolute_error: 60.2131 Epoch 3990/5000 148/148 [==============================] - 0s 27us/step - loss: 3626.2974 - mean_absolute_error: 42.6259 - val_loss: 8167.4457 - val_mean_absolute_error: 60.2108 Epoch 3991/5000 148/148 [==============================] - 0s 27us/step - loss: 3625.7534 - mean_absolute_error: 42.6227 - val_loss: 8167.0284 - val_mean_absolute_error: 60.2087 Epoch 3992/5000 148/148 [==============================] - 0s 27us/step - loss: 3625.2119 - mean_absolute_error: 42.6193 - val_loss: 8166.6424 - val_mean_absolute_error: 60.2069 Epoch 3993/5000 148/148 [==============================] - 0s 27us/step - loss: 3624.6643 - mean_absolute_error: 42.6158 - val_loss: 8166.1153 - val_mean_absolute_error: 60.2050 Epoch 3994/5000 148/148 [==============================] - 0s 27us/step - loss: 3624.1191 - mean_absolute_error: 42.6127 - val_loss: 8165.5083 - val_mean_absolute_error: 60.2028 Epoch 3995/5000 148/148 [==============================] - 0s 27us/step - loss: 3623.5620 - mean_absolute_error: 42.6097 - val_loss: 8164.9789 - val_mean_absolute_error: 60.2006 Epoch 3996/5000 148/148 [==============================] - 0s 27us/step - loss: 3623.0105 - mean_absolute_error: 42.6064 - val_loss: 8164.5313 - val_mean_absolute_error: 60.1984 Epoch 3997/5000 148/148 [==============================] - 0s 20us/step - loss: 3622.4741 - mean_absolute_error: 42.6026 - val_loss: 8163.9935 - val_mean_absolute_error: 60.1963 Epoch 3998/5000 148/148 [==============================] - 0s 34us/step - loss: 3621.9270 - mean_absolute_error: 42.5993 - val_loss: 8163.4568 - val_mean_absolute_error: 60.1943 Epoch 3999/5000 148/148 [==============================] - 0s 27us/step - loss: 3621.3708 - mean_absolute_error: 42.5959 - val_loss: 8162.8580 - val_mean_absolute_error: 60.1921 Epoch 4000/5000 148/148 [==============================] - 0s 27us/step - loss: 3620.8167 - mean_absolute_error: 42.5929 - val_loss: 8162.3423 - val_mean_absolute_error: 60.1901 Epoch 4001/5000 148/148 [==============================] - 0s 27us/step - loss: 3620.2725 - mean_absolute_error: 42.5896 - val_loss: 8161.9527 - val_mean_absolute_error: 60.1881 Epoch 4002/5000 148/148 [==============================] - 0s 20us/step - loss: 3619.7378 - mean_absolute_error: 42.5860 - val_loss: 8161.4791 - val_mean_absolute_error: 60.1861 Epoch 4003/5000 148/148 [==============================] - 0s 27us/step - loss: 3619.1926 - mean_absolute_error: 42.5827 - val_loss: 8160.9559 - val_mean_absolute_error: 60.1840 Epoch 4004/5000 148/148 [==============================] - 0s 27us/step - loss: 3618.6272 - mean_absolute_error: 42.5795 - val_loss: 8160.4794 - val_mean_absolute_error: 60.1820 Epoch 4005/5000 148/148 [==============================] - 0s 27us/step - loss: 3618.0833 - mean_absolute_error: 42.5762 - val_loss: 8160.0936 - val_mean_absolute_error: 60.1801 Epoch 4006/5000 148/148 [==============================] - 0s 27us/step - loss: 3617.5515 - mean_absolute_error: 42.5728 - val_loss: 8159.6951 - val_mean_absolute_error: 60.1783 Epoch 4007/5000 148/148 [==============================] - 0s 27us/step - loss: 3617.0105 - mean_absolute_error: 42.5694 - val_loss: 8159.1751 - val_mean_absolute_error: 60.1763 Epoch 4008/5000 148/148 [==============================] - 0s 34us/step - loss: 3616.4556 - mean_absolute_error: 42.5664 - val_loss: 8158.5905 - val_mean_absolute_error: 60.1741 Epoch 4009/5000 148/148 [==============================] - 0s 27us/step - loss: 3615.9236 - mean_absolute_error: 42.5636 - val_loss: 8158.0929 - val_mean_absolute_error: 60.1718 Epoch 4010/5000 148/148 [==============================] - 0s 20us/step - loss: 3615.3831 - mean_absolute_error: 42.5603 - val_loss: 8157.6626 - val_mean_absolute_error: 60.1696 Epoch 4011/5000 148/148 [==============================] - 0s 27us/step - loss: 3614.8323 - mean_absolute_error: 42.5567 - val_loss: 8157.2276 - val_mean_absolute_error: 60.1674 Epoch 4012/5000 148/148 [==============================] - 0s 20us/step - loss: 3614.2842 - mean_absolute_error: 42.5529 - val_loss: 8156.8144 - val_mean_absolute_error: 60.1655 Epoch 4013/5000 148/148 [==============================] - 0s 20us/step - loss: 3613.7505 - mean_absolute_error: 42.5493 - val_loss: 8156.2955 - val_mean_absolute_error: 60.1636 Epoch 4014/5000 148/148 [==============================] - 0s 34us/step - loss: 3613.2002 - mean_absolute_error: 42.5462 - val_loss: 8155.7659 - val_mean_absolute_error: 60.1618 Epoch 4015/5000 148/148 [==============================] - 0s 20us/step - loss: 3612.6423 - mean_absolute_error: 42.5430 - val_loss: 8155.2011 - val_mean_absolute_error: 60.1599 Epoch 4016/5000 148/148 [==============================] - 0s 34us/step - loss: 3612.1018 - mean_absolute_error: 42.5402 - val_loss: 8154.6265 - val_mean_absolute_error: 60.1578 Epoch 4017/5000 148/148 [==============================] - 0s 27us/step - loss: 3611.5586 - mean_absolute_error: 42.5372 - val_loss: 8154.0002 - val_mean_absolute_error: 60.1555 Epoch 4018/5000 148/148 [==============================] - 0s 34us/step - loss: 3611.0400 - mean_absolute_error: 42.5345 - val_loss: 8153.5135 - val_mean_absolute_error: 60.1533 Epoch 4019/5000 148/148 [==============================] - 0s 34us/step - loss: 3610.4844 - mean_absolute_error: 42.5310 - val_loss: 8153.1255 - val_mean_absolute_error: 60.1513 Epoch 4020/5000 148/148 [==============================] - 0s 41us/step - loss: 3609.9304 - mean_absolute_error: 42.5274 - val_loss: 8152.7666 - val_mean_absolute_error: 60.1493 Epoch 4021/5000 148/148 [==============================] - 0s 34us/step - loss: 3609.3911 - mean_absolute_error: 42.5238 - val_loss: 8152.3881 - val_mean_absolute_error: 60.1475 Epoch 4022/5000 148/148 [==============================] - 0s 27us/step - loss: 3608.8340 - mean_absolute_error: 42.5202 - val_loss: 8151.9893 - val_mean_absolute_error: 60.1457 Epoch 4023/5000 148/148 [==============================] - 0s 27us/step - loss: 3608.2910 - mean_absolute_error: 42.5169 - val_loss: 8151.5286 - val_mean_absolute_error: 60.1438 Epoch 4024/5000 148/148 [==============================] - 0s 27us/step - loss: 3607.7651 - mean_absolute_error: 42.5139 - val_loss: 8151.0408 - val_mean_absolute_error: 60.1417 Epoch 4025/5000 148/148 [==============================] - 0s 27us/step - loss: 3607.2188 - mean_absolute_error: 42.5108 - val_loss: 8150.5617 - val_mean_absolute_error: 60.1395 Epoch 4026/5000 148/148 [==============================] - 0s 27us/step - loss: 3606.6602 - mean_absolute_error: 42.5074 - val_loss: 8150.0671 - val_mean_absolute_error: 60.1375 Epoch 4027/5000 148/148 [==============================] - 0s 20us/step - loss: 3606.1428 - mean_absolute_error: 42.5041 - val_loss: 8149.5999 - val_mean_absolute_error: 60.1356 Epoch 4028/5000 148/148 [==============================] - 0s 27us/step - loss: 3605.6089 - mean_absolute_error: 42.5006 - val_loss: 8149.1435 - val_mean_absolute_error: 60.1340 Epoch 4029/5000 148/148 [==============================] - 0s 27us/step - loss: 3605.0583 - mean_absolute_error: 42.4973 - val_loss: 8148.6685 - val_mean_absolute_error: 60.1323 Epoch 4030/5000 148/148 [==============================] - 0s 20us/step - loss: 3604.5178 - mean_absolute_error: 42.4939 - val_loss: 8148.1117 - val_mean_absolute_error: 60.1302 Epoch 4031/5000 148/148 [==============================] - 0s 27us/step - loss: 3603.9629 - mean_absolute_error: 42.4909 - val_loss: 8147.5153 - val_mean_absolute_error: 60.1279 Epoch 4032/5000 148/148 [==============================] - 0s 20us/step - loss: 3603.4536 - mean_absolute_error: 42.4881 - val_loss: 8146.9422 - val_mean_absolute_error: 60.1256 Epoch 4033/5000 148/148 [==============================] - 0s 27us/step - loss: 3602.9316 - mean_absolute_error: 42.4853 - val_loss: 8146.5210 - val_mean_absolute_error: 60.1235 Epoch 4034/5000 148/148 [==============================] - 0s 27us/step - loss: 3602.3860 - mean_absolute_error: 42.4820 - val_loss: 8146.1971 - val_mean_absolute_error: 60.1216 Epoch 4035/5000 148/148 [==============================] - 0s 27us/step - loss: 3601.8179 - mean_absolute_error: 42.4782 - val_loss: 8145.9281 - val_mean_absolute_error: 60.1198 Epoch 4036/5000 148/148 [==============================] - 0s 27us/step - loss: 3601.2698 - mean_absolute_error: 42.4744 - val_loss: 8145.5962 - val_mean_absolute_error: 60.1180 Epoch 4037/5000 148/148 [==============================] - 0s 34us/step - loss: 3600.7495 - mean_absolute_error: 42.4709 - val_loss: 8145.1432 - val_mean_absolute_error: 60.1162 Epoch 4038/5000 148/148 [==============================] - 0s 27us/step - loss: 3600.2290 - mean_absolute_error: 42.4679 - val_loss: 8144.6567 - val_mean_absolute_error: 60.1143 Epoch 4039/5000 148/148 [==============================] - 0s 27us/step - loss: 3599.6963 - mean_absolute_error: 42.4649 - val_loss: 8144.1417 - val_mean_absolute_error: 60.1123 Epoch 4040/5000 148/148 [==============================] - 0s 27us/step - loss: 3599.1509 - mean_absolute_error: 42.4619 - val_loss: 8143.5704 - val_mean_absolute_error: 60.1102 Epoch 4041/5000 148/148 [==============================] - 0s 27us/step - loss: 3598.5886 - mean_absolute_error: 42.4589 - val_loss: 8142.9564 - val_mean_absolute_error: 60.1082 Epoch 4042/5000 148/148 [==============================] - 0s 27us/step - loss: 3598.0955 - mean_absolute_error: 42.4565 - val_loss: 8142.4372 - val_mean_absolute_error: 60.1063 Epoch 4043/5000 148/148 [==============================] - 0s 20us/step - loss: 3597.5835 - mean_absolute_error: 42.4536 - val_loss: 8141.9159 - val_mean_absolute_error: 60.1043 Epoch 4044/5000 148/148 [==============================] - 0s 27us/step - loss: 3597.0417 - mean_absolute_error: 42.4507 - val_loss: 8141.4691 - val_mean_absolute_error: 60.1024 Epoch 4045/5000 148/148 [==============================] - 0s 27us/step - loss: 3596.4775 - mean_absolute_error: 42.4474 - val_loss: 8141.1301 - val_mean_absolute_error: 60.1005 Epoch 4046/5000 148/148 [==============================] - 0s 20us/step - loss: 3595.9214 - mean_absolute_error: 42.4437 - val_loss: 8140.7211 - val_mean_absolute_error: 60.0985 Epoch 4047/5000 148/148 [==============================] - 0s 27us/step - loss: 3595.4299 - mean_absolute_error: 42.4404 - val_loss: 8140.2124 - val_mean_absolute_error: 60.0964 Epoch 4048/5000 148/148 [==============================] - 0s 27us/step - loss: 3594.9148 - mean_absolute_error: 42.4375 - val_loss: 8139.6602 - val_mean_absolute_error: 60.0943 Epoch 4049/5000 148/148 [==============================] - 0s 20us/step - loss: 3594.3865 - mean_absolute_error: 42.4349 - val_loss: 8139.1404 - val_mean_absolute_error: 60.0926 Epoch 4050/5000 148/148 [==============================] - 0s 34us/step - loss: 3593.8311 - mean_absolute_error: 42.4320 - val_loss: 8138.6722 - val_mean_absolute_error: 60.0909 Epoch 4051/5000 148/148 [==============================] - 0s 20us/step - loss: 3593.2727 - mean_absolute_error: 42.4290 - val_loss: 8138.2365 - val_mean_absolute_error: 60.0892 Epoch 4052/5000 148/148 [==============================] - 0s 27us/step - loss: 3592.7349 - mean_absolute_error: 42.4262 - val_loss: 8137.7769 - val_mean_absolute_error: 60.0872 Epoch 4053/5000 148/148 [==============================] - 0s 20us/step - loss: 3592.2136 - mean_absolute_error: 42.4235 - val_loss: 8137.3033 - val_mean_absolute_error: 60.0851 Epoch 4054/5000 148/148 [==============================] - 0s 27us/step - loss: 3591.6616 - mean_absolute_error: 42.4207 - val_loss: 8136.9115 - val_mean_absolute_error: 60.0831 Epoch 4055/5000 148/148 [==============================] - 0s 20us/step - loss: 3591.0815 - mean_absolute_error: 42.4176 - val_loss: 8136.5843 - val_mean_absolute_error: 60.0810 Epoch 4056/5000 148/148 [==============================] - 0s 27us/step - loss: 3590.5308 - mean_absolute_error: 42.4142 - val_loss: 8136.1611 - val_mean_absolute_error: 60.0791 Epoch 4057/5000 148/148 [==============================] - 0s 34us/step - loss: 3590.0005 - mean_absolute_error: 42.4112 - val_loss: 8135.6654 - val_mean_absolute_error: 60.0772 Epoch 4058/5000 148/148 [==============================] - 0s 20us/step - loss: 3589.4478 - mean_absolute_error: 42.4085 - val_loss: 8135.0876 - val_mean_absolute_error: 60.0752 Epoch 4059/5000 148/148 [==============================] - 0s 27us/step - loss: 3588.8838 - mean_absolute_error: 42.4061 - val_loss: 8134.5584 - val_mean_absolute_error: 60.0735 Epoch 4060/5000 148/148 [==============================] - 0s 27us/step - loss: 3588.3374 - mean_absolute_error: 42.4036 - val_loss: 8134.0463 - val_mean_absolute_error: 60.0717 Epoch 4061/5000 148/148 [==============================] - 0s 20us/step - loss: 3587.7847 - mean_absolute_error: 42.4009 - val_loss: 8133.5468 - val_mean_absolute_error: 60.0699 Epoch 4062/5000 148/148 [==============================] - 0s 20us/step - loss: 3587.2188 - mean_absolute_error: 42.3980 - val_loss: 8133.0260 - val_mean_absolute_error: 60.0678 Epoch 4063/5000 148/148 [==============================] - 0s 27us/step - loss: 3586.6487 - mean_absolute_error: 42.3952 - val_loss: 8132.4939 - val_mean_absolute_error: 60.0656 Epoch 4064/5000 148/148 [==============================] - 0s 34us/step - loss: 3586.0723 - mean_absolute_error: 42.3923 - val_loss: 8131.8804 - val_mean_absolute_error: 60.0634 Epoch 4065/5000 148/148 [==============================] - 0s 27us/step - loss: 3585.5359 - mean_absolute_error: 42.3900 - val_loss: 8131.3640 - val_mean_absolute_error: 60.0614 Epoch 4066/5000 148/148 [==============================] - 0s 34us/step - loss: 3584.9758 - mean_absolute_error: 42.3873 - val_loss: 8130.9436 - val_mean_absolute_error: 60.0594 Epoch 4067/5000 148/148 [==============================] - 0s 20us/step - loss: 3584.3928 - mean_absolute_error: 42.3843 - val_loss: 8130.4959 - val_mean_absolute_error: 60.0576 Epoch 4068/5000 148/148 [==============================] - 0s 27us/step - loss: 3583.8459 - mean_absolute_error: 42.3815 - val_loss: 8130.0369 - val_mean_absolute_error: 60.0559 Epoch 4069/5000 148/148 [==============================] - 0s 34us/step - loss: 3583.2935 - mean_absolute_error: 42.3788 - val_loss: 8129.5506 - val_mean_absolute_error: 60.0539 Epoch 4070/5000 148/148 [==============================] - 0s 27us/step - loss: 3582.7256 - mean_absolute_error: 42.3761 - val_loss: 8129.0142 - val_mean_absolute_error: 60.0519 Epoch 4071/5000 148/148 [==============================] - 0s 27us/step - loss: 3582.1648 - mean_absolute_error: 42.3735 - val_loss: 8128.5547 - val_mean_absolute_error: 60.0503 Epoch 4072/5000 148/148 [==============================] - 0s 27us/step - loss: 3581.6052 - mean_absolute_error: 42.3705 - val_loss: 8128.1013 - val_mean_absolute_error: 60.0487 Epoch 4073/5000 148/148 [==============================] - 0s 27us/step - loss: 3581.0427 - mean_absolute_error: 42.3675 - val_loss: 8127.6467 - val_mean_absolute_error: 60.0471 Epoch 4074/5000 148/148 [==============================] - 0s 27us/step - loss: 3580.4756 - mean_absolute_error: 42.3645 - val_loss: 8127.1157 - val_mean_absolute_error: 60.0452 Epoch 4075/5000 148/148 [==============================] - 0s 34us/step - loss: 3579.9148 - mean_absolute_error: 42.3619 - val_loss: 8126.5451 - val_mean_absolute_error: 60.0431 Epoch 4076/5000 148/148 [==============================] - 0s 27us/step - loss: 3579.3682 - mean_absolute_error: 42.3593 - val_loss: 8125.9911 - val_mean_absolute_error: 60.0409 Epoch 4077/5000 148/148 [==============================] - 0s 20us/step - loss: 3578.8264 - mean_absolute_error: 42.3567 - val_loss: 8125.5748 - val_mean_absolute_error: 60.0390 Epoch 4078/5000 148/148 [==============================] - 0s 27us/step - loss: 3578.2825 - mean_absolute_error: 42.3536 - val_loss: 8125.1965 - val_mean_absolute_error: 60.0374 Epoch 4079/5000 148/148 [==============================] - 0s 27us/step - loss: 3577.7310 - mean_absolute_error: 42.3503 - val_loss: 8124.7896 - val_mean_absolute_error: 60.0357 Epoch 4080/5000 148/148 [==============================] - 0s 20us/step - loss: 3577.1816 - mean_absolute_error: 42.3472 - val_loss: 8124.2538 - val_mean_absolute_error: 60.0336 Epoch 4081/5000 148/148 [==============================] - 0s 27us/step - loss: 3576.6296 - mean_absolute_error: 42.3444 - val_loss: 8123.6952 - val_mean_absolute_error: 60.0316 Epoch 4082/5000 148/148 [==============================] - 0s 27us/step - loss: 3576.0913 - mean_absolute_error: 42.3416 - val_loss: 8123.1673 - val_mean_absolute_error: 60.0295 Epoch 4083/5000 148/148 [==============================] - 0s 34us/step - loss: 3575.5486 - mean_absolute_error: 42.3385 - val_loss: 8122.6222 - val_mean_absolute_error: 60.0273 Epoch 4084/5000 148/148 [==============================] - 0s 27us/step - loss: 3575.0093 - mean_absolute_error: 42.3355 - val_loss: 8122.1054 - val_mean_absolute_error: 60.0249 Epoch 4085/5000 148/148 [==============================] - 0s 27us/step - loss: 3574.4585 - mean_absolute_error: 42.3324 - val_loss: 8121.5961 - val_mean_absolute_error: 60.0226 Epoch 4086/5000 148/148 [==============================] - 0s 20us/step - loss: 3573.9045 - mean_absolute_error: 42.3292 - val_loss: 8121.1372 - val_mean_absolute_error: 60.0204 Epoch 4087/5000 148/148 [==============================] - 0s 27us/step - loss: 3573.3552 - mean_absolute_error: 42.3259 - val_loss: 8120.7503 - val_mean_absolute_error: 60.0183 Epoch 4088/5000 148/148 [==============================] - 0s 27us/step - loss: 3572.8079 - mean_absolute_error: 42.3223 - val_loss: 8120.3039 - val_mean_absolute_error: 60.0161 Epoch 4089/5000 148/148 [==============================] - 0s 27us/step - loss: 3572.2715 - mean_absolute_error: 42.3189 - val_loss: 8119.8145 - val_mean_absolute_error: 60.0137 Epoch 4090/5000 148/148 [==============================] - 0s 27us/step - loss: 3571.7246 - mean_absolute_error: 42.3157 - val_loss: 8119.2251 - val_mean_absolute_error: 60.0113 Epoch 4091/5000 148/148 [==============================] - 0s 34us/step - loss: 3571.1638 - mean_absolute_error: 42.3127 - val_loss: 8118.5764 - val_mean_absolute_error: 60.0086 Epoch 4092/5000 148/148 [==============================] - 0s 27us/step - loss: 3570.6245 - mean_absolute_error: 42.3100 - val_loss: 8118.0287 - val_mean_absolute_error: 60.0061 Epoch 4093/5000 148/148 [==============================] - 0s 20us/step - loss: 3570.0972 - mean_absolute_error: 42.3070 - val_loss: 8117.5589 - val_mean_absolute_error: 60.0037 Epoch 4094/5000 148/148 [==============================] - 0s 27us/step - loss: 3569.5510 - mean_absolute_error: 42.3037 - val_loss: 8117.1229 - val_mean_absolute_error: 60.0016 Epoch 4095/5000 148/148 [==============================] - 0s 27us/step - loss: 3568.9851 - mean_absolute_error: 42.3002 - val_loss: 8116.7352 - val_mean_absolute_error: 59.9995 Epoch 4096/5000 148/148 [==============================] - 0s 34us/step - loss: 3568.4556 - mean_absolute_error: 42.2967 - val_loss: 8116.2854 - val_mean_absolute_error: 59.9973 Epoch 4097/5000 148/148 [==============================] - 0s 27us/step - loss: 3567.9265 - mean_absolute_error: 42.2934 - val_loss: 8115.8217 - val_mean_absolute_error: 59.9950 Epoch 4098/5000 148/148 [==============================] - 0s 27us/step - loss: 3567.3789 - mean_absolute_error: 42.2899 - val_loss: 8115.2949 - val_mean_absolute_error: 59.9925 Epoch 4099/5000 148/148 [==============================] - 0s 27us/step - loss: 3566.8384 - mean_absolute_error: 42.2868 - val_loss: 8114.6867 - val_mean_absolute_error: 59.9899 Epoch 4100/5000 148/148 [==============================] - 0s 20us/step - loss: 3566.2935 - mean_absolute_error: 42.2840 - val_loss: 8114.1696 - val_mean_absolute_error: 59.9876 Epoch 4101/5000 148/148 [==============================] - 0s 27us/step - loss: 3565.7512 - mean_absolute_error: 42.2809 - val_loss: 8113.7235 - val_mean_absolute_error: 59.9856 Epoch 4102/5000 148/148 [==============================] - 0s 27us/step - loss: 3565.1980 - mean_absolute_error: 42.2776 - val_loss: 8113.3348 - val_mean_absolute_error: 59.9835 Epoch 4103/5000 148/148 [==============================] - 0s 27us/step - loss: 3564.6858 - mean_absolute_error: 42.2740 - val_loss: 8112.8836 - val_mean_absolute_error: 59.9812 Epoch 4104/5000 148/148 [==============================] - 0s 20us/step - loss: 3564.1626 - mean_absolute_error: 42.2707 - val_loss: 8112.3450 - val_mean_absolute_error: 59.9788 Epoch 4105/5000 148/148 [==============================] - 0s 27us/step - loss: 3563.6145 - mean_absolute_error: 42.2677 - val_loss: 8111.6980 - val_mean_absolute_error: 59.9764 Epoch 4106/5000 148/148 [==============================] - 0s 34us/step - loss: 3563.0557 - mean_absolute_error: 42.2651 - val_loss: 8111.1522 - val_mean_absolute_error: 59.9740 Epoch 4107/5000 148/148 [==============================] - 0s 27us/step - loss: 3562.5305 - mean_absolute_error: 42.2622 - val_loss: 8110.7288 - val_mean_absolute_error: 59.9718 Epoch 4108/5000 148/148 [==============================] - 0s 27us/step - loss: 3561.9978 - mean_absolute_error: 42.2588 - val_loss: 8110.3720 - val_mean_absolute_error: 59.9697 Epoch 4109/5000 148/148 [==============================] - 0s 27us/step - loss: 3561.4680 - mean_absolute_error: 42.2552 - val_loss: 8109.9265 - val_mean_absolute_error: 59.9672 Epoch 4110/5000 148/148 [==============================] - 0s 20us/step - loss: 3560.9219 - mean_absolute_error: 42.2517 - val_loss: 8109.4175 - val_mean_absolute_error: 59.9647 Epoch 4111/5000 148/148 [==============================] - 0s 27us/step - loss: 3560.4038 - mean_absolute_error: 42.2484 - val_loss: 8108.8080 - val_mean_absolute_error: 59.9621 Epoch 4112/5000 148/148 [==============================] - 0s 27us/step - loss: 3559.8657 - mean_absolute_error: 42.2456 - val_loss: 8108.1862 - val_mean_absolute_error: 59.9597 Epoch 4113/5000 148/148 [==============================] - 0s 20us/step - loss: 3559.3218 - mean_absolute_error: 42.2428 - val_loss: 8107.6336 - val_mean_absolute_error: 59.9573 Epoch 4114/5000 148/148 [==============================] - 0s 20us/step - loss: 3558.7686 - mean_absolute_error: 42.2396 - val_loss: 8107.1682 - val_mean_absolute_error: 59.9550 Epoch 4115/5000 148/148 [==============================] - 0s 34us/step - loss: 3558.2437 - mean_absolute_error: 42.2364 - val_loss: 8106.6805 - val_mean_absolute_error: 59.9524 Epoch 4116/5000 148/148 [==============================] - 0s 20us/step - loss: 3557.7170 - mean_absolute_error: 42.2332 - val_loss: 8106.1412 - val_mean_absolute_error: 59.9499 Epoch 4117/5000 148/148 [==============================] - 0s 27us/step - loss: 3557.1753 - mean_absolute_error: 42.2300 - val_loss: 8105.5445 - val_mean_absolute_error: 59.9474 Epoch 4118/5000 148/148 [==============================] - 0s 27us/step - loss: 3556.6133 - mean_absolute_error: 42.2270 - val_loss: 8105.0404 - val_mean_absolute_error: 59.9450 Epoch 4119/5000 148/148 [==============================] - 0s 27us/step - loss: 3556.1055 - mean_absolute_error: 42.2239 - val_loss: 8104.5815 - val_mean_absolute_error: 59.9428 Epoch 4120/5000 148/148 [==============================] - 0s 34us/step - loss: 3555.5757 - mean_absolute_error: 42.2206 - val_loss: 8104.0864 - val_mean_absolute_error: 59.9404 Epoch 4121/5000 148/148 [==============================] - 0s 27us/step - loss: 3555.0400 - mean_absolute_error: 42.2174 - val_loss: 8103.4818 - val_mean_absolute_error: 59.9379 Epoch 4122/5000 148/148 [==============================] - 0s 27us/step - loss: 3554.4958 - mean_absolute_error: 42.2147 - val_loss: 8102.9488 - val_mean_absolute_error: 59.9354 Epoch 4123/5000 148/148 [==============================] - 0s 27us/step - loss: 3553.9404 - mean_absolute_error: 42.2116 - val_loss: 8102.5221 - val_mean_absolute_error: 59.9332 Epoch 4124/5000 148/148 [==============================] - 0s 27us/step - loss: 3553.4114 - mean_absolute_error: 42.2083 - val_loss: 8102.0270 - val_mean_absolute_error: 59.9309 Epoch 4125/5000 148/148 [==============================] - 0s 27us/step - loss: 3552.8652 - mean_absolute_error: 42.2052 - val_loss: 8101.5649 - val_mean_absolute_error: 59.9286 Epoch 4126/5000 148/148 [==============================] - 0s 34us/step - loss: 3552.3386 - mean_absolute_error: 42.2020 - val_loss: 8101.0147 - val_mean_absolute_error: 59.9262 Epoch 4127/5000 148/148 [==============================] - 0s 20us/step - loss: 3551.7998 - mean_absolute_error: 42.1989 - val_loss: 8100.4617 - val_mean_absolute_error: 59.9237 Epoch 4128/5000 148/148 [==============================] - 0s 27us/step - loss: 3551.2571 - mean_absolute_error: 42.1959 - val_loss: 8099.9840 - val_mean_absolute_error: 59.9212 Epoch 4129/5000 148/148 [==============================] - 0s 27us/step - loss: 3550.7222 - mean_absolute_error: 42.1928 - val_loss: 8099.5838 - val_mean_absolute_error: 59.9189 Epoch 4130/5000 148/148 [==============================] - 0s 27us/step - loss: 3550.2024 - mean_absolute_error: 42.1894 - val_loss: 8099.1323 - val_mean_absolute_error: 59.9166 Epoch 4131/5000 148/148 [==============================] - 0s 27us/step - loss: 3549.6672 - mean_absolute_error: 42.1862 - val_loss: 8098.6402 - val_mean_absolute_error: 59.9144 Epoch 4132/5000 148/148 [==============================] - 0s 20us/step - loss: 3549.1296 - mean_absolute_error: 42.1831 - val_loss: 8098.0503 - val_mean_absolute_error: 59.9121 Epoch 4133/5000 148/148 [==============================] - 0s 27us/step - loss: 3548.5845 - mean_absolute_error: 42.1803 - val_loss: 8097.4705 - val_mean_absolute_error: 59.9099 Epoch 4134/5000 148/148 [==============================] - 0s 27us/step - loss: 3548.0474 - mean_absolute_error: 42.1777 - val_loss: 8096.9619 - val_mean_absolute_error: 59.9076 Epoch 4135/5000 148/148 [==============================] - 0s 34us/step - loss: 3547.5156 - mean_absolute_error: 42.1747 - val_loss: 8096.5298 - val_mean_absolute_error: 59.9053 Epoch 4136/5000 148/148 [==============================] - 0s 27us/step - loss: 3546.9692 - mean_absolute_error: 42.1713 - val_loss: 8096.1722 - val_mean_absolute_error: 59.9032 Epoch 4137/5000 148/148 [==============================] - 0s 20us/step - loss: 3546.4282 - mean_absolute_error: 42.1676 - val_loss: 8095.7491 - val_mean_absolute_error: 59.9008 Epoch 4138/5000 148/148 [==============================] - 0s 27us/step - loss: 3545.8982 - mean_absolute_error: 42.1643 - val_loss: 8095.2582 - val_mean_absolute_error: 59.8984 Epoch 4139/5000 148/148 [==============================] - 0s 27us/step - loss: 3545.3743 - mean_absolute_error: 42.1613 - val_loss: 8094.7510 - val_mean_absolute_error: 59.8961 Epoch 4140/5000 148/148 [==============================] - 0s 20us/step - loss: 3544.8362 - mean_absolute_error: 42.1583 - val_loss: 8094.1687 - val_mean_absolute_error: 59.8938 Epoch 4141/5000 148/148 [==============================] - 0s 27us/step - loss: 3544.2952 - mean_absolute_error: 42.1556 - val_loss: 8093.6325 - val_mean_absolute_error: 59.8915 Epoch 4142/5000 148/148 [==============================] - 0s 20us/step - loss: 3543.7754 - mean_absolute_error: 42.1526 - val_loss: 8093.1617 - val_mean_absolute_error: 59.8893 Epoch 4143/5000 148/148 [==============================] - 0s 27us/step - loss: 3543.2466 - mean_absolute_error: 42.1495 - val_loss: 8092.8142 - val_mean_absolute_error: 59.8874 Epoch 4144/5000 148/148 [==============================] - 0s 27us/step - loss: 3542.7124 - mean_absolute_error: 42.1460 - val_loss: 8092.4007 - val_mean_absolute_error: 59.8852 Epoch 4145/5000 148/148 [==============================] - 0s 27us/step - loss: 3542.1738 - mean_absolute_error: 42.1428 - val_loss: 8091.9576 - val_mean_absolute_error: 59.8829 Epoch 4146/5000 148/148 [==============================] - 0s 20us/step - loss: 3541.6453 - mean_absolute_error: 42.1396 - val_loss: 8091.4468 - val_mean_absolute_error: 59.8806 Epoch 4147/5000 148/148 [==============================] - 0s 27us/step - loss: 3541.1335 - mean_absolute_error: 42.1368 - val_loss: 8090.9710 - val_mean_absolute_error: 59.8784 Epoch 4148/5000 148/148 [==============================] - 0s 27us/step - loss: 3540.5938 - mean_absolute_error: 42.1337 - val_loss: 8090.5412 - val_mean_absolute_error: 59.8765 Epoch 4149/5000 148/148 [==============================] - 0s 27us/step - loss: 3540.0588 - mean_absolute_error: 42.1307 - val_loss: 8090.1592 - val_mean_absolute_error: 59.8747 Epoch 4150/5000 148/148 [==============================] - 0s 20us/step - loss: 3539.5347 - mean_absolute_error: 42.1275 - val_loss: 8089.7672 - val_mean_absolute_error: 59.8726 Epoch 4151/5000 148/148 [==============================] - 0s 34us/step - loss: 3538.9919 - mean_absolute_error: 42.1242 - val_loss: 8089.3447 - val_mean_absolute_error: 59.8704 Epoch 4152/5000 148/148 [==============================] - 0s 27us/step - loss: 3538.4634 - mean_absolute_error: 42.1209 - val_loss: 8088.8015 - val_mean_absolute_error: 59.8681 Epoch 4153/5000 148/148 [==============================] - 0s 27us/step - loss: 3537.9363 - mean_absolute_error: 42.1179 - val_loss: 8088.2452 - val_mean_absolute_error: 59.8660 Epoch 4154/5000 148/148 [==============================] - 0s 27us/step - loss: 3537.4033 - mean_absolute_error: 42.1151 - val_loss: 8087.7410 - val_mean_absolute_error: 59.8640 Epoch 4155/5000 148/148 [==============================] - 0s 34us/step - loss: 3536.8560 - mean_absolute_error: 42.1121 - val_loss: 8087.3376 - val_mean_absolute_error: 59.8623 Epoch 4156/5000 148/148 [==============================] - 0s 20us/step - loss: 3536.3484 - mean_absolute_error: 42.1090 - val_loss: 8086.8891 - val_mean_absolute_error: 59.8601 Epoch 4157/5000 148/148 [==============================] - 0s 27us/step - loss: 3535.8340 - mean_absolute_error: 42.1059 - val_loss: 8086.4481 - val_mean_absolute_error: 59.8579 Epoch 4158/5000 148/148 [==============================] - 0s 27us/step - loss: 3535.2930 - mean_absolute_error: 42.1028 - val_loss: 8086.0057 - val_mean_absolute_error: 59.8556 Epoch 4159/5000 148/148 [==============================] - 0s 27us/step - loss: 3534.7241 - mean_absolute_error: 42.0995 - val_loss: 8085.5923 - val_mean_absolute_error: 59.8533 Epoch 4160/5000 148/148 [==============================] - 0s 20us/step - loss: 3534.2161 - mean_absolute_error: 42.0964 - val_loss: 8085.2298 - val_mean_absolute_error: 59.8513 Epoch 4161/5000 148/148 [==============================] - 0s 27us/step - loss: 3533.7102 - mean_absolute_error: 42.0932 - val_loss: 8084.8627 - val_mean_absolute_error: 59.8494 Epoch 4162/5000 148/148 [==============================] - 0s 20us/step - loss: 3533.1829 - mean_absolute_error: 42.0900 - val_loss: 8084.4865 - val_mean_absolute_error: 59.8475 Epoch 4163/5000 148/148 [==============================] - 0s 27us/step - loss: 3532.6404 - mean_absolute_error: 42.0869 - val_loss: 8084.0880 - val_mean_absolute_error: 59.8457 Epoch 4164/5000 148/148 [==============================] - 0s 20us/step - loss: 3532.1174 - mean_absolute_error: 42.0838 - val_loss: 8083.6099 - val_mean_absolute_error: 59.8437 Epoch 4165/5000 148/148 [==============================] - 0s 34us/step - loss: 3531.6003 - mean_absolute_error: 42.0809 - val_loss: 8083.1058 - val_mean_absolute_error: 59.8415 Epoch 4166/5000 148/148 [==============================] - 0s 27us/step - loss: 3531.0596 - mean_absolute_error: 42.0779 - val_loss: 8082.5777 - val_mean_absolute_error: 59.8391 Epoch 4167/5000 148/148 [==============================] - 0s 20us/step - loss: 3530.4919 - mean_absolute_error: 42.0747 - val_loss: 8082.0405 - val_mean_absolute_error: 59.8367 Epoch 4168/5000 148/148 [==============================] - 0s 34us/step - loss: 3530.0054 - mean_absolute_error: 42.0717 - val_loss: 8081.5684 - val_mean_absolute_error: 59.8347 Epoch 4169/5000 148/148 [==============================] - 0s 27us/step - loss: 3529.4878 - mean_absolute_error: 42.0687 - val_loss: 8081.1590 - val_mean_absolute_error: 59.8329 Epoch 4170/5000 148/148 [==============================] - 0s 27us/step - loss: 3528.9531 - mean_absolute_error: 42.0655 - val_loss: 8080.7911 - val_mean_absolute_error: 59.8311 Epoch 4171/5000 148/148 [==============================] - 0s 27us/step - loss: 3528.4148 - mean_absolute_error: 42.0622 - val_loss: 8080.3675 - val_mean_absolute_error: 59.8292 Epoch 4172/5000 148/148 [==============================] - 0s 27us/step - loss: 3527.8794 - mean_absolute_error: 42.0594 - val_loss: 8079.9223 - val_mean_absolute_error: 59.8271 Epoch 4173/5000 148/148 [==============================] - 0s 27us/step - loss: 3527.3557 - mean_absolute_error: 42.0564 - val_loss: 8079.4552 - val_mean_absolute_error: 59.8248 Epoch 4174/5000 148/148 [==============================] - 0s 27us/step - loss: 3526.8181 - mean_absolute_error: 42.0534 - val_loss: 8079.0633 - val_mean_absolute_error: 59.8227 Epoch 4175/5000 148/148 [==============================] - 0s 34us/step - loss: 3526.2888 - mean_absolute_error: 42.0501 - val_loss: 8078.6764 - val_mean_absolute_error: 59.8206 Epoch 4176/5000 148/148 [==============================] - 0s 20us/step - loss: 3525.7764 - mean_absolute_error: 42.0469 - val_loss: 8078.3340 - val_mean_absolute_error: 59.8188 Epoch 4177/5000 148/148 [==============================] - 0s 27us/step - loss: 3525.2339 - mean_absolute_error: 42.0434 - val_loss: 8078.0092 - val_mean_absolute_error: 59.8171 Epoch 4178/5000 148/148 [==============================] - 0s 34us/step - loss: 3524.7188 - mean_absolute_error: 42.0400 - val_loss: 8077.6020 - val_mean_absolute_error: 59.8153 Epoch 4179/5000 148/148 [==============================] - 0s 27us/step - loss: 3524.2070 - mean_absolute_error: 42.0370 - val_loss: 8077.1005 - val_mean_absolute_error: 59.8132 Epoch 4180/5000 148/148 [==============================] - 0s 20us/step - loss: 3523.6809 - mean_absolute_error: 42.0342 - val_loss: 8076.5674 - val_mean_absolute_error: 59.8109 Epoch 4181/5000 148/148 [==============================] - 0s 34us/step - loss: 3523.1372 - mean_absolute_error: 42.0312 - val_loss: 8075.9937 - val_mean_absolute_error: 59.8085 Epoch 4182/5000 148/148 [==============================] - 0s 27us/step - loss: 3522.6033 - mean_absolute_error: 42.0285 - val_loss: 8075.4353 - val_mean_absolute_error: 59.8061 Epoch 4183/5000 148/148 [==============================] - 0s 27us/step - loss: 3522.0881 - mean_absolute_error: 42.0258 - val_loss: 8074.9461 - val_mean_absolute_error: 59.8041 Epoch 4184/5000 148/148 [==============================] - 0s 27us/step - loss: 3521.5601 - mean_absolute_error: 42.0230 - val_loss: 8074.5649 - val_mean_absolute_error: 59.8026 Epoch 4185/5000 148/148 [==============================] - 0s 20us/step - loss: 3521.0315 - mean_absolute_error: 42.0199 - val_loss: 8074.2250 - val_mean_absolute_error: 59.8009 Epoch 4186/5000 148/148 [==============================] - 0s 27us/step - loss: 3520.4927 - mean_absolute_error: 42.0165 - val_loss: 8073.9393 - val_mean_absolute_error: 59.7991 Epoch 4187/5000 148/148 [==============================] - 0s 27us/step - loss: 3520.0020 - mean_absolute_error: 42.0131 - val_loss: 8073.5288 - val_mean_absolute_error: 59.7971 Epoch 4188/5000 148/148 [==============================] - 0s 27us/step - loss: 3519.4912 - mean_absolute_error: 42.0100 - val_loss: 8073.0355 - val_mean_absolute_error: 59.7951 Epoch 4189/5000 148/148 [==============================] - 0s 27us/step - loss: 3518.9580 - mean_absolute_error: 42.0072 - val_loss: 8072.4496 - val_mean_absolute_error: 59.7930 Epoch 4190/5000 148/148 [==============================] - 0s 27us/step - loss: 3518.4226 - mean_absolute_error: 42.0047 - val_loss: 8071.8632 - val_mean_absolute_error: 59.7905 Epoch 4191/5000 148/148 [==============================] - 0s 27us/step - loss: 3517.8987 - mean_absolute_error: 42.0022 - val_loss: 8071.3704 - val_mean_absolute_error: 59.7881 Epoch 4192/5000 148/148 [==============================] - 0s 27us/step - loss: 3517.3677 - mean_absolute_error: 41.9993 - val_loss: 8070.9411 - val_mean_absolute_error: 59.7857 Epoch 4193/5000 148/148 [==============================] - 0s 27us/step - loss: 3516.8545 - mean_absolute_error: 41.9961 - val_loss: 8070.5564 - val_mean_absolute_error: 59.7837 Epoch 4194/5000 148/148 [==============================] - 0s 20us/step - loss: 3516.3315 - mean_absolute_error: 41.9928 - val_loss: 8070.2348 - val_mean_absolute_error: 59.7819 Epoch 4195/5000 148/148 [==============================] - 0s 27us/step - loss: 3515.8162 - mean_absolute_error: 41.9894 - val_loss: 8069.8309 - val_mean_absolute_error: 59.7798 Epoch 4196/5000 148/148 [==============================] - 0s 34us/step - loss: 3515.2788 - mean_absolute_error: 41.9862 - val_loss: 8069.3820 - val_mean_absolute_error: 59.7777 Epoch 4197/5000 148/148 [==============================] - 0s 20us/step - loss: 3514.7800 - mean_absolute_error: 41.9834 - val_loss: 8068.8778 - val_mean_absolute_error: 59.7756 Epoch 4198/5000 148/148 [==============================] - 0s 34us/step - loss: 3514.2664 - mean_absolute_error: 41.9807 - val_loss: 8068.3613 - val_mean_absolute_error: 59.7733 Epoch 4199/5000 148/148 [==============================] - 0s 27us/step - loss: 3513.7368 - mean_absolute_error: 41.9780 - val_loss: 8067.9201 - val_mean_absolute_error: 59.7712 Epoch 4200/5000 148/148 [==============================] - 0s 27us/step - loss: 3513.1899 - mean_absolute_error: 41.9749 - val_loss: 8067.5652 - val_mean_absolute_error: 59.7692 Epoch 4201/5000 148/148 [==============================] - 0s 20us/step - loss: 3512.6729 - mean_absolute_error: 41.9716 - val_loss: 8067.1300 - val_mean_absolute_error: 59.7671 Epoch 4202/5000 148/148 [==============================] - 0s 27us/step - loss: 3512.1672 - mean_absolute_error: 41.9686 - val_loss: 8066.6468 - val_mean_absolute_error: 59.7649 Epoch 4203/5000 148/148 [==============================] - 0s 27us/step - loss: 3511.6399 - mean_absolute_error: 41.9656 - val_loss: 8066.2058 - val_mean_absolute_error: 59.7629 Epoch 4204/5000 148/148 [==============================] - 0s 34us/step - loss: 3511.0991 - mean_absolute_error: 41.9624 - val_loss: 8065.7971 - val_mean_absolute_error: 59.7610 Epoch 4205/5000 148/148 [==============================] - 0s 27us/step - loss: 3510.5798 - mean_absolute_error: 41.9591 - val_loss: 8065.2861 - val_mean_absolute_error: 59.7590 Epoch 4206/5000 148/148 [==============================] - 0s 27us/step - loss: 3510.0649 - mean_absolute_error: 41.9563 - val_loss: 8064.8322 - val_mean_absolute_error: 59.7569 Epoch 4207/5000 148/148 [==============================] - 0s 27us/step - loss: 3509.5457 - mean_absolute_error: 41.9533 - val_loss: 8064.3375 - val_mean_absolute_error: 59.7546 Epoch 4208/5000 148/148 [==============================] - 0s 27us/step - loss: 3509.0203 - mean_absolute_error: 41.9506 - val_loss: 8063.9198 - val_mean_absolute_error: 59.7524 Epoch 4209/5000 148/148 [==============================] - 0s 27us/step - loss: 3508.4922 - mean_absolute_error: 41.9476 - val_loss: 8063.5275 - val_mean_absolute_error: 59.7503 Epoch 4210/5000 148/148 [==============================] - 0s 27us/step - loss: 3507.9534 - mean_absolute_error: 41.9443 - val_loss: 8063.1381 - val_mean_absolute_error: 59.7482 Epoch 4211/5000 148/148 [==============================] - 0s 27us/step - loss: 3507.4399 - mean_absolute_error: 41.9410 - val_loss: 8062.7890 - val_mean_absolute_error: 59.7463 Epoch 4212/5000 148/148 [==============================] - 0s 27us/step - loss: 3506.9421 - mean_absolute_error: 41.9377 - val_loss: 8062.3317 - val_mean_absolute_error: 59.7443 Epoch 4213/5000 148/148 [==============================] - 0s 20us/step - loss: 3506.4270 - mean_absolute_error: 41.9347 - val_loss: 8061.8812 - val_mean_absolute_error: 59.7425 Epoch 4214/5000 148/148 [==============================] - 0s 27us/step - loss: 3505.8853 - mean_absolute_error: 41.9318 - val_loss: 8061.4375 - val_mean_absolute_error: 59.7407 Epoch 4215/5000 148/148 [==============================] - 0s 20us/step - loss: 3505.3606 - mean_absolute_error: 41.9290 - val_loss: 8060.9692 - val_mean_absolute_error: 59.7389 Epoch 4216/5000 148/148 [==============================] - 0s 27us/step - loss: 3504.8450 - mean_absolute_error: 41.9263 - val_loss: 8060.5044 - val_mean_absolute_error: 59.7370 Epoch 4217/5000 148/148 [==============================] - 0s 20us/step - loss: 3504.3271 - mean_absolute_error: 41.9235 - val_loss: 8060.1624 - val_mean_absolute_error: 59.7352 Epoch 4218/5000 148/148 [==============================] - 0s 20us/step - loss: 3503.7795 - mean_absolute_error: 41.9200 - val_loss: 8059.8983 - val_mean_absolute_error: 59.7336 Epoch 4219/5000 148/148 [==============================] - 0s 41us/step - loss: 3503.2871 - mean_absolute_error: 41.9163 - val_loss: 8059.4793 - val_mean_absolute_error: 59.7316 Epoch 4220/5000 148/148 [==============================] - 0s 20us/step - loss: 3502.7830 - mean_absolute_error: 41.9130 - val_loss: 8058.9678 - val_mean_absolute_error: 59.7294 Epoch 4221/5000 148/148 [==============================] - 0s 34us/step - loss: 3502.2568 - mean_absolute_error: 41.9102 - val_loss: 8058.3571 - val_mean_absolute_error: 59.7271 Epoch 4222/5000 148/148 [==============================] - 0s 20us/step - loss: 3501.7292 - mean_absolute_error: 41.9076 - val_loss: 8057.8060 - val_mean_absolute_error: 59.7252 Epoch 4223/5000 148/148 [==============================] - 0s 27us/step - loss: 3501.1831 - mean_absolute_error: 41.9049 - val_loss: 8057.3559 - val_mean_absolute_error: 59.7234 Epoch 4224/5000 148/148 [==============================] - 0s 34us/step - loss: 3500.6726 - mean_absolute_error: 41.9019 - val_loss: 8056.8910 - val_mean_absolute_error: 59.7214 Epoch 4225/5000 148/148 [==============================] - 0s 27us/step - loss: 3500.1699 - mean_absolute_error: 41.8990 - val_loss: 8056.4352 - val_mean_absolute_error: 59.7192 Epoch 4226/5000 148/148 [==============================] - 0s 27us/step - loss: 3499.6533 - mean_absolute_error: 41.8960 - val_loss: 8056.0780 - val_mean_absolute_error: 59.7173 Epoch 4227/5000 148/148 [==============================] - 0s 20us/step - loss: 3499.1138 - mean_absolute_error: 41.8928 - val_loss: 8055.7532 - val_mean_absolute_error: 59.7155 Epoch 4228/5000 148/148 [==============================] - 0s 27us/step - loss: 3498.5649 - mean_absolute_error: 41.8894 - val_loss: 8055.4537 - val_mean_absolute_error: 59.7139 Epoch 4229/5000 148/148 [==============================] - 0s 27us/step - loss: 3498.0784 - mean_absolute_error: 41.8861 - val_loss: 8055.0145 - val_mean_absolute_error: 59.7120 Epoch 4230/5000 148/148 [==============================] - 0s 34us/step - loss: 3497.5813 - mean_absolute_error: 41.8831 - val_loss: 8054.5090 - val_mean_absolute_error: 59.7100 Epoch 4231/5000 148/148 [==============================] - 0s 27us/step - loss: 3497.0596 - mean_absolute_error: 41.8801 - val_loss: 8053.9479 - val_mean_absolute_error: 59.7079 Epoch 4232/5000 148/148 [==============================] - 0s 27us/step - loss: 3496.5300 - mean_absolute_error: 41.8774 - val_loss: 8053.3849 - val_mean_absolute_error: 59.7056 Epoch 4233/5000 148/148 [==============================] - 0s 27us/step - loss: 3495.9883 - mean_absolute_error: 41.8747 - val_loss: 8052.9138 - val_mean_absolute_error: 59.7034 Epoch 4234/5000 148/148 [==============================] - 0s 20us/step - loss: 3495.4792 - mean_absolute_error: 41.8718 - val_loss: 8052.5404 - val_mean_absolute_error: 59.7016 Epoch 4235/5000 148/148 [==============================] - 0s 27us/step - loss: 3494.9727 - mean_absolute_error: 41.8686 - val_loss: 8052.1494 - val_mean_absolute_error: 59.6997 Epoch 4236/5000 148/148 [==============================] - 0s 27us/step - loss: 3494.4446 - mean_absolute_error: 41.8653 - val_loss: 8051.8554 - val_mean_absolute_error: 59.6979 Epoch 4237/5000 148/148 [==============================] - 0s 27us/step - loss: 3493.9038 - mean_absolute_error: 41.8617 - val_loss: 8051.5004 - val_mean_absolute_error: 59.6961 Epoch 4238/5000 148/148 [==============================] - 0s 20us/step - loss: 3493.3926 - mean_absolute_error: 41.8584 - val_loss: 8051.0455 - val_mean_absolute_error: 59.6940 Epoch 4239/5000 148/148 [==============================] - 0s 27us/step - loss: 3492.8950 - mean_absolute_error: 41.8557 - val_loss: 8050.5801 - val_mean_absolute_error: 59.6920 Epoch 4240/5000 148/148 [==============================] - 0s 34us/step - loss: 3492.3679 - mean_absolute_error: 41.8528 - val_loss: 8050.1024 - val_mean_absolute_error: 59.6901 Epoch 4241/5000 148/148 [==============================] - 0s 27us/step - loss: 3491.8252 - mean_absolute_error: 41.8500 - val_loss: 8049.6127 - val_mean_absolute_error: 59.6882 Epoch 4242/5000 148/148 [==============================] - 0s 27us/step - loss: 3491.3320 - mean_absolute_error: 41.8473 - val_loss: 8049.1132 - val_mean_absolute_error: 59.6862 Epoch 4243/5000 148/148 [==============================] - 0s 27us/step - loss: 3490.8203 - mean_absolute_error: 41.8444 - val_loss: 8048.6279 - val_mean_absolute_error: 59.6840 Epoch 4244/5000 148/148 [==============================] - 0s 27us/step - loss: 3490.2920 - mean_absolute_error: 41.8412 - val_loss: 8048.2819 - val_mean_absolute_error: 59.6819 Epoch 4245/5000 148/148 [==============================] - 0s 27us/step - loss: 3489.7607 - mean_absolute_error: 41.8375 - val_loss: 8047.9414 - val_mean_absolute_error: 59.6800 Epoch 4246/5000 148/148 [==============================] - 0s 27us/step - loss: 3489.2551 - mean_absolute_error: 41.8341 - val_loss: 8047.4928 - val_mean_absolute_error: 59.6780 Epoch 4247/5000 148/148 [==============================] - 0s 27us/step - loss: 3488.7410 - mean_absolute_error: 41.8311 - val_loss: 8047.0621 - val_mean_absolute_error: 59.6761 Epoch 4248/5000 148/148 [==============================] - 0s 27us/step - loss: 3488.2063 - mean_absolute_error: 41.8281 - val_loss: 8046.6237 - val_mean_absolute_error: 59.6744 Epoch 4249/5000 148/148 [==============================] - 0s 20us/step - loss: 3487.6770 - mean_absolute_error: 41.8252 - val_loss: 8046.1149 - val_mean_absolute_error: 59.6723 Epoch 4250/5000 148/148 [==============================] - 0s 27us/step - loss: 3487.1802 - mean_absolute_error: 41.8227 - val_loss: 8045.6131 - val_mean_absolute_error: 59.6701 Epoch 4251/5000 148/148 [==============================] - 0s 20us/step - loss: 3486.6914 - mean_absolute_error: 41.8201 - val_loss: 8045.2335 - val_mean_absolute_error: 59.6681 Epoch 4252/5000 148/148 [==============================] - 0s 27us/step - loss: 3486.1692 - mean_absolute_error: 41.8170 - val_loss: 8044.9815 - val_mean_absolute_error: 59.6665 Epoch 4253/5000 148/148 [==============================] - 0s 34us/step - loss: 3485.6226 - mean_absolute_error: 41.8133 - val_loss: 8044.6884 - val_mean_absolute_error: 59.6646 Epoch 4254/5000 148/148 [==============================] - 0s 27us/step - loss: 3485.1162 - mean_absolute_error: 41.8098 - val_loss: 8044.2875 - val_mean_absolute_error: 59.6626 Epoch 4255/5000 148/148 [==============================] - 0s 27us/step - loss: 3484.6160 - mean_absolute_error: 41.8067 - val_loss: 8043.7776 - val_mean_absolute_error: 59.6604 Epoch 4256/5000 148/148 [==============================] - 0s 27us/step - loss: 3484.1152 - mean_absolute_error: 41.8040 - val_loss: 8043.3220 - val_mean_absolute_error: 59.6585 Epoch 4257/5000 148/148 [==============================] - 0s 27us/step - loss: 3483.5852 - mean_absolute_error: 41.8010 - val_loss: 8042.9289 - val_mean_absolute_error: 59.6570 Epoch 4258/5000 148/148 [==============================] - 0s 27us/step - loss: 3483.0291 - mean_absolute_error: 41.7979 - val_loss: 8042.5851 - val_mean_absolute_error: 59.6556 Epoch 4259/5000 148/148 [==============================] - 0s 20us/step - loss: 3482.5366 - mean_absolute_error: 41.7947 - val_loss: 8042.2093 - val_mean_absolute_error: 59.6539 Epoch 4260/5000 148/148 [==============================] - 0s 34us/step - loss: 3482.0249 - mean_absolute_error: 41.7916 - val_loss: 8041.8110 - val_mean_absolute_error: 59.6520 Epoch 4261/5000 148/148 [==============================] - 0s 27us/step - loss: 3481.4976 - mean_absolute_error: 41.7884 - val_loss: 8041.2905 - val_mean_absolute_error: 59.6498 Epoch 4262/5000 148/148 [==============================] - 0s 27us/step - loss: 3480.9790 - mean_absolute_error: 41.7856 - val_loss: 8040.6782 - val_mean_absolute_error: 59.6475 Epoch 4263/5000 148/148 [==============================] - 0s 27us/step - loss: 3480.4688 - mean_absolute_error: 41.7833 - val_loss: 8040.1830 - val_mean_absolute_error: 59.6455 Epoch 4264/5000 148/148 [==============================] - 0s 27us/step - loss: 3479.9771 - mean_absolute_error: 41.7806 - val_loss: 8039.8466 - val_mean_absolute_error: 59.6439 Epoch 4265/5000 148/148 [==============================] - 0s 27us/step - loss: 3479.4546 - mean_absolute_error: 41.7774 - val_loss: 8039.6263 - val_mean_absolute_error: 59.6426 Epoch 4266/5000 148/148 [==============================] - 0s 27us/step - loss: 3478.9312 - mean_absolute_error: 41.7739 - val_loss: 8039.4476 - val_mean_absolute_error: 59.6414 Epoch 4267/5000 148/148 [==============================] - 0s 27us/step - loss: 3478.4189 - mean_absolute_error: 41.7703 - val_loss: 8039.1218 - val_mean_absolute_error: 59.6399 Epoch 4268/5000 148/148 [==============================] - 0s 27us/step - loss: 3477.9089 - mean_absolute_error: 41.7672 - val_loss: 8038.6731 - val_mean_absolute_error: 59.6384 Epoch 4269/5000 148/148 [==============================] - 0s 20us/step - loss: 3477.3728 - mean_absolute_error: 41.7644 - val_loss: 8038.1410 - val_mean_absolute_error: 59.6367 Epoch 4270/5000 148/148 [==============================] - 0s 27us/step - loss: 3476.8523 - mean_absolute_error: 41.7617 - val_loss: 8037.5945 - val_mean_absolute_error: 59.6348 Epoch 4271/5000 148/148 [==============================] - 0s 27us/step - loss: 3476.3269 - mean_absolute_error: 41.7592 - val_loss: 8037.1635 - val_mean_absolute_error: 59.6330 Epoch 4272/5000 148/148 [==============================] - 0s 27us/step - loss: 3475.7942 - mean_absolute_error: 41.7561 - val_loss: 8036.8535 - val_mean_absolute_error: 59.6316 Epoch 4273/5000 148/148 [==============================] - 0s 27us/step - loss: 3475.2644 - mean_absolute_error: 41.7527 - val_loss: 8036.4482 - val_mean_absolute_error: 59.6300 Epoch 4274/5000 148/148 [==============================] - 0s 34us/step - loss: 3474.7500 - mean_absolute_error: 41.7498 - val_loss: 8036.0046 - val_mean_absolute_error: 59.6285 Epoch 4275/5000 148/148 [==============================] - 0s 27us/step - loss: 3474.2263 - mean_absolute_error: 41.7469 - val_loss: 8035.6121 - val_mean_absolute_error: 59.6272 Epoch 4276/5000 148/148 [==============================] - 0s 27us/step - loss: 3473.6948 - mean_absolute_error: 41.7439 - val_loss: 8035.2942 - val_mean_absolute_error: 59.6260 Epoch 4277/5000 148/148 [==============================] - 0s 27us/step - loss: 3473.1426 - mean_absolute_error: 41.7405 - val_loss: 8034.9861 - val_mean_absolute_error: 59.6247 Epoch 4278/5000 148/148 [==============================] - 0s 27us/step - loss: 3472.6138 - mean_absolute_error: 41.7372 - val_loss: 8034.5472 - val_mean_absolute_error: 59.6231 Epoch 4279/5000 148/148 [==============================] - 0s 27us/step - loss: 3472.0713 - mean_absolute_error: 41.7343 - val_loss: 8033.9811 - val_mean_absolute_error: 59.6212 Epoch 4280/5000 148/148 [==============================] - 0s 20us/step - loss: 3471.5457 - mean_absolute_error: 41.7317 - val_loss: 8033.4904 - val_mean_absolute_error: 59.6194 Epoch 4281/5000 148/148 [==============================] - 0s 27us/step - loss: 3471.0183 - mean_absolute_error: 41.7290 - val_loss: 8033.0509 - val_mean_absolute_error: 59.6176 Epoch 4282/5000 148/148 [==============================] - 0s 20us/step - loss: 3470.4861 - mean_absolute_error: 41.7261 - val_loss: 8032.7007 - val_mean_absolute_error: 59.6162 Epoch 4283/5000 148/148 [==============================] - 0s 34us/step - loss: 3469.9622 - mean_absolute_error: 41.7227 - val_loss: 8032.3844 - val_mean_absolute_error: 59.6150 Epoch 4284/5000 148/148 [==============================] - 0s 27us/step - loss: 3469.4351 - mean_absolute_error: 41.7193 - val_loss: 8032.0558 - val_mean_absolute_error: 59.6139 Epoch 4285/5000 148/148 [==============================] - 0s 20us/step - loss: 3468.9167 - mean_absolute_error: 41.7161 - val_loss: 8031.6421 - val_mean_absolute_error: 59.6124 Epoch 4286/5000 148/148 [==============================] - 0s 27us/step - loss: 3468.3779 - mean_absolute_error: 41.7131 - val_loss: 8031.1921 - val_mean_absolute_error: 59.6104 Epoch 4287/5000 148/148 [==============================] - 0s 27us/step - loss: 3467.8459 - mean_absolute_error: 41.7099 - val_loss: 8030.7229 - val_mean_absolute_error: 59.6083 Epoch 4288/5000 148/148 [==============================] - 0s 27us/step - loss: 3467.3428 - mean_absolute_error: 41.7069 - val_loss: 8030.1535 - val_mean_absolute_error: 59.6062 Epoch 4289/5000 148/148 [==============================] - 0s 27us/step - loss: 3466.8179 - mean_absolute_error: 41.7044 - val_loss: 8029.6008 - val_mean_absolute_error: 59.6042 Epoch 4290/5000 148/148 [==============================] - 0s 27us/step - loss: 3466.2798 - mean_absolute_error: 41.7018 - val_loss: 8029.1384 - val_mean_absolute_error: 59.6026 Epoch 4291/5000 148/148 [==============================] - 0s 27us/step - loss: 3465.7505 - mean_absolute_error: 41.6990 - val_loss: 8028.7806 - val_mean_absolute_error: 59.6010 Epoch 4292/5000 148/148 [==============================] - 0s 20us/step - loss: 3465.2197 - mean_absolute_error: 41.6958 - val_loss: 8028.4913 - val_mean_absolute_error: 59.5994 Epoch 4293/5000 148/148 [==============================] - 0s 27us/step - loss: 3464.6868 - mean_absolute_error: 41.6922 - val_loss: 8028.2274 - val_mean_absolute_error: 59.5981 Epoch 4294/5000 148/148 [==============================] - 0s 27us/step - loss: 3464.1851 - mean_absolute_error: 41.6887 - val_loss: 8027.8898 - val_mean_absolute_error: 59.5966 Epoch 4295/5000 148/148 [==============================] - 0s 27us/step - loss: 3463.6572 - mean_absolute_error: 41.6853 - val_loss: 8027.4609 - val_mean_absolute_error: 59.5949 Epoch 4296/5000 148/148 [==============================] - 0s 34us/step - loss: 3463.1335 - mean_absolute_error: 41.6820 - val_loss: 8026.9663 - val_mean_absolute_error: 59.5928 Epoch 4297/5000 148/148 [==============================] - 0s 27us/step - loss: 3462.6133 - mean_absolute_error: 41.6791 - val_loss: 8026.4705 - val_mean_absolute_error: 59.5905 Epoch 4298/5000 148/148 [==============================] - 0s 27us/step - loss: 3462.1030 - mean_absolute_error: 41.6761 - val_loss: 8025.9555 - val_mean_absolute_error: 59.5882 Epoch 4299/5000 148/148 [==============================] - 0s 20us/step - loss: 3461.5664 - mean_absolute_error: 41.6733 - val_loss: 8025.3993 - val_mean_absolute_error: 59.5860 Epoch 4300/5000 148/148 [==============================] - 0s 27us/step - loss: 3461.0430 - mean_absolute_error: 41.6707 - val_loss: 8024.9886 - val_mean_absolute_error: 59.5842 Epoch 4301/5000 148/148 [==============================] - 0s 34us/step - loss: 3460.5259 - mean_absolute_error: 41.6677 - val_loss: 8024.7201 - val_mean_absolute_error: 59.5826 Epoch 4302/5000 148/148 [==============================] - 0s 27us/step - loss: 3459.9932 - mean_absolute_error: 41.6640 - val_loss: 8024.4782 - val_mean_absolute_error: 59.5809 Epoch 4303/5000 148/148 [==============================] - 0s 34us/step - loss: 3459.4819 - mean_absolute_error: 41.6602 - val_loss: 8024.1291 - val_mean_absolute_error: 59.5791 Epoch 4304/5000 148/148 [==============================] - 0s 20us/step - loss: 3458.9600 - mean_absolute_error: 41.6569 - val_loss: 8023.6885 - val_mean_absolute_error: 59.5772 Epoch 4305/5000 148/148 [==============================] - 0s 34us/step - loss: 3458.4500 - mean_absolute_error: 41.6540 - val_loss: 8023.1667 - val_mean_absolute_error: 59.5751 Epoch 4306/5000 148/148 [==============================] - 0s 20us/step - loss: 3457.9438 - mean_absolute_error: 41.6514 - val_loss: 8022.6737 - val_mean_absolute_error: 59.5729 Epoch 4307/5000 148/148 [==============================] - 0s 27us/step - loss: 3457.4299 - mean_absolute_error: 41.6485 - val_loss: 8022.3028 - val_mean_absolute_error: 59.5709 Epoch 4308/5000 148/148 [==============================] - 0s 27us/step - loss: 3456.8870 - mean_absolute_error: 41.6451 - val_loss: 8022.0477 - val_mean_absolute_error: 59.5691 Epoch 4309/5000 148/148 [==============================] - 0s 20us/step - loss: 3456.3669 - mean_absolute_error: 41.6414 - val_loss: 8021.7831 - val_mean_absolute_error: 59.5674 Epoch 4310/5000 148/148 [==============================] - 0s 34us/step - loss: 3455.8586 - mean_absolute_error: 41.6378 - val_loss: 8021.4177 - val_mean_absolute_error: 59.5657 Epoch 4311/5000 148/148 [==============================] - 0s 27us/step - loss: 3455.3435 - mean_absolute_error: 41.6346 - val_loss: 8021.0085 - val_mean_absolute_error: 59.5637 Epoch 4312/5000 148/148 [==============================] - 0s 27us/step - loss: 3454.8223 - mean_absolute_error: 41.6315 - val_loss: 8020.5676 - val_mean_absolute_error: 59.5616 Epoch 4313/5000 148/148 [==============================] - 0s 27us/step - loss: 3454.2881 - mean_absolute_error: 41.6284 - val_loss: 8020.1506 - val_mean_absolute_error: 59.5594 Epoch 4314/5000 148/148 [==============================] - 0s 20us/step - loss: 3453.7566 - mean_absolute_error: 41.6252 - val_loss: 8019.7318 - val_mean_absolute_error: 59.5573 Epoch 4315/5000 148/148 [==============================] - 0s 20us/step - loss: 3453.2476 - mean_absolute_error: 41.6222 - val_loss: 8019.3917 - val_mean_absolute_error: 59.5555 Epoch 4316/5000 148/148 [==============================] - 0s 27us/step - loss: 3452.7473 - mean_absolute_error: 41.6189 - val_loss: 8019.0601 - val_mean_absolute_error: 59.5539 Epoch 4317/5000 148/148 [==============================] - 0s 20us/step - loss: 3452.2236 - mean_absolute_error: 41.6156 - val_loss: 8018.7231 - val_mean_absolute_error: 59.5524 Epoch 4318/5000 148/148 [==============================] - 0s 34us/step - loss: 3451.6821 - mean_absolute_error: 41.6122 - val_loss: 8018.2995 - val_mean_absolute_error: 59.5505 Epoch 4319/5000 148/148 [==============================] - 0s 27us/step - loss: 3451.1877 - mean_absolute_error: 41.6093 - val_loss: 8017.8439 - val_mean_absolute_error: 59.5484 Epoch 4320/5000 148/148 [==============================] - 0s 27us/step - loss: 3450.6692 - mean_absolute_error: 41.6064 - val_loss: 8017.4945 - val_mean_absolute_error: 59.5463 Epoch 4321/5000 148/148 [==============================] - 0s 27us/step - loss: 3450.1409 - mean_absolute_error: 41.6030 - val_loss: 8017.2359 - val_mean_absolute_error: 59.5447 Epoch 4322/5000 148/148 [==============================] - 0s 34us/step - loss: 3449.6208 - mean_absolute_error: 41.5996 - val_loss: 8016.8971 - val_mean_absolute_error: 59.5429 Epoch 4323/5000 148/148 [==============================] - 0s 27us/step - loss: 3449.1035 - mean_absolute_error: 41.5965 - val_loss: 8016.5020 - val_mean_absolute_error: 59.5411 Epoch 4324/5000 148/148 [==============================] - 0s 20us/step - loss: 3448.5728 - mean_absolute_error: 41.5936 - val_loss: 8016.1361 - val_mean_absolute_error: 59.5395 Epoch 4325/5000 148/148 [==============================] - 0s 27us/step - loss: 3448.0884 - mean_absolute_error: 41.5906 - val_loss: 8015.7814 - val_mean_absolute_error: 59.5378 Epoch 4326/5000 148/148 [==============================] - 0s 20us/step - loss: 3447.5708 - mean_absolute_error: 41.5874 - val_loss: 8015.4388 - val_mean_absolute_error: 59.5359 Epoch 4327/5000 148/148 [==============================] - 0s 27us/step - loss: 3447.0349 - mean_absolute_error: 41.5840 - val_loss: 8015.1643 - val_mean_absolute_error: 59.5341 Epoch 4328/5000 148/148 [==============================] - 0s 27us/step - loss: 3446.5061 - mean_absolute_error: 41.5804 - val_loss: 8014.7761 - val_mean_absolute_error: 59.5320 Epoch 4329/5000 148/148 [==============================] - 0s 20us/step - loss: 3446.0037 - mean_absolute_error: 41.5772 - val_loss: 8014.4141 - val_mean_absolute_error: 59.5303 Epoch 4330/5000 148/148 [==============================] - 0s 27us/step - loss: 3445.4729 - mean_absolute_error: 41.5740 - val_loss: 8014.0664 - val_mean_absolute_error: 59.5287 Epoch 4331/5000 148/148 [==============================] - 0s 20us/step - loss: 3444.9690 - mean_absolute_error: 41.5710 - val_loss: 8013.7310 - val_mean_absolute_error: 59.5271 Epoch 4332/5000 148/148 [==============================] - 0s 27us/step - loss: 3444.4558 - mean_absolute_error: 41.5679 - val_loss: 8013.3731 - val_mean_absolute_error: 59.5253 Epoch 4333/5000 148/148 [==============================] - 0s 27us/step - loss: 3443.9153 - mean_absolute_error: 41.5647 - val_loss: 8012.9909 - val_mean_absolute_error: 59.5233 Epoch 4334/5000 148/148 [==============================] - 0s 34us/step - loss: 3443.4148 - mean_absolute_error: 41.5616 - val_loss: 8012.6397 - val_mean_absolute_error: 59.5215 Epoch 4335/5000 148/148 [==============================] - 0s 20us/step - loss: 3442.9099 - mean_absolute_error: 41.5585 - val_loss: 8012.3369 - val_mean_absolute_error: 59.5200 Epoch 4336/5000 148/148 [==============================] - 0s 41us/step - loss: 3442.3748 - mean_absolute_error: 41.5553 - val_loss: 8012.0301 - val_mean_absolute_error: 59.5184 Epoch 4337/5000 148/148 [==============================] - 0s 27us/step - loss: 3441.8533 - mean_absolute_error: 41.5521 - val_loss: 8011.7147 - val_mean_absolute_error: 59.5166 Epoch 4338/5000 148/148 [==============================] - 0s 20us/step - loss: 3441.3401 - mean_absolute_error: 41.5489 - val_loss: 8011.3701 - val_mean_absolute_error: 59.5146 Epoch 4339/5000 148/148 [==============================] - 0s 27us/step - loss: 3440.8086 - mean_absolute_error: 41.5456 - val_loss: 8010.9375 - val_mean_absolute_error: 59.5126 Epoch 4340/5000 148/148 [==============================] - 0s 27us/step - loss: 3440.2883 - mean_absolute_error: 41.5425 - val_loss: 8010.6121 - val_mean_absolute_error: 59.5110 Epoch 4341/5000 148/148 [==============================] - 0s 27us/step - loss: 3439.7771 - mean_absolute_error: 41.5391 - val_loss: 8010.1876 - val_mean_absolute_error: 59.5093 Epoch 4342/5000 148/148 [==============================] - 0s 27us/step - loss: 3439.2517 - mean_absolute_error: 41.5361 - val_loss: 8009.7638 - val_mean_absolute_error: 59.5076 Epoch 4343/5000 148/148 [==============================] - 0s 27us/step - loss: 3438.7583 - mean_absolute_error: 41.5333 - val_loss: 8009.4414 - val_mean_absolute_error: 59.5060 Epoch 4344/5000 148/148 [==============================] - 0s 27us/step - loss: 3438.2539 - mean_absolute_error: 41.5299 - val_loss: 8009.1102 - val_mean_absolute_error: 59.5043 Epoch 4345/5000 148/148 [==============================] - 0s 27us/step - loss: 3437.7227 - mean_absolute_error: 41.5266 - val_loss: 8008.7645 - val_mean_absolute_error: 59.5024 Epoch 4346/5000 148/148 [==============================] - 0s 27us/step - loss: 3437.2087 - mean_absolute_error: 41.5234 - val_loss: 8008.4048 - val_mean_absolute_error: 59.5004 Epoch 4347/5000 148/148 [==============================] - 0s 27us/step - loss: 3436.7151 - mean_absolute_error: 41.5204 - val_loss: 8008.0714 - val_mean_absolute_error: 59.4985 Epoch 4348/5000 148/148 [==============================] - 0s 34us/step - loss: 3436.1929 - mean_absolute_error: 41.5172 - val_loss: 8007.7958 - val_mean_absolute_error: 59.4970 Epoch 4349/5000 148/148 [==============================] - 0s 27us/step - loss: 3435.6384 - mean_absolute_error: 41.5139 - val_loss: 8007.4051 - val_mean_absolute_error: 59.4952 Epoch 4350/5000 148/148 [==============================] - 0s 27us/step - loss: 3435.1450 - mean_absolute_error: 41.5112 - val_loss: 8007.0140 - val_mean_absolute_error: 59.4932 Epoch 4351/5000 148/148 [==============================] - 0s 27us/step - loss: 3434.6414 - mean_absolute_error: 41.5083 - val_loss: 8006.7129 - val_mean_absolute_error: 59.4913 Epoch 4352/5000 148/148 [==============================] - 0s 27us/step - loss: 3434.1135 - mean_absolute_error: 41.5048 - val_loss: 8006.4276 - val_mean_absolute_error: 59.4895 Epoch 4353/5000 148/148 [==============================] - 0s 20us/step - loss: 3433.5808 - mean_absolute_error: 41.5012 - val_loss: 8006.0885 - val_mean_absolute_error: 59.4879 Epoch 4354/5000 148/148 [==============================] - 0s 20us/step - loss: 3433.0618 - mean_absolute_error: 41.4978 - val_loss: 8005.6446 - val_mean_absolute_error: 59.4860 Epoch 4355/5000 148/148 [==============================] - 0s 27us/step - loss: 3432.5403 - mean_absolute_error: 41.4949 - val_loss: 8005.2200 - val_mean_absolute_error: 59.4843 Epoch 4356/5000 148/148 [==============================] - 0s 27us/step - loss: 3432.0117 - mean_absolute_error: 41.4918 - val_loss: 8004.8804 - val_mean_absolute_error: 59.4826 Epoch 4357/5000 148/148 [==============================] - 0s 27us/step - loss: 3431.4812 - mean_absolute_error: 41.4884 - val_loss: 8004.5303 - val_mean_absolute_error: 59.4807 Epoch 4358/5000 148/148 [==============================] - 0s 27us/step - loss: 3430.9453 - mean_absolute_error: 41.4849 - val_loss: 8004.1335 - val_mean_absolute_error: 59.4785 Epoch 4359/5000 148/148 [==============================] - 0s 27us/step - loss: 3430.4241 - mean_absolute_error: 41.4818 - val_loss: 8003.7337 - val_mean_absolute_error: 59.4762 Epoch 4360/5000 148/148 [==============================] - 0s 20us/step - loss: 3429.9087 - mean_absolute_error: 41.4787 - val_loss: 8003.4396 - val_mean_absolute_error: 59.4744 Epoch 4361/5000 148/148 [==============================] - 0s 20us/step - loss: 3429.3838 - mean_absolute_error: 41.4752 - val_loss: 8003.1634 - val_mean_absolute_error: 59.4727 Epoch 4362/5000 148/148 [==============================] - 0s 34us/step - loss: 3428.8423 - mean_absolute_error: 41.4716 - val_loss: 8002.7542 - val_mean_absolute_error: 59.4707 Epoch 4363/5000 148/148 [==============================] - 0s 27us/step - loss: 3428.3159 - mean_absolute_error: 41.4685 - val_loss: 8002.2883 - val_mean_absolute_error: 59.4687 Epoch 4364/5000 148/148 [==============================] - 0s 27us/step - loss: 3427.7754 - mean_absolute_error: 41.4654 - val_loss: 8001.7901 - val_mean_absolute_error: 59.4666 Epoch 4365/5000 148/148 [==============================] - 0s 27us/step - loss: 3427.2539 - mean_absolute_error: 41.4624 - val_loss: 8001.3502 - val_mean_absolute_error: 59.4646 Epoch 4366/5000 148/148 [==============================] - 0s 27us/step - loss: 3426.7336 - mean_absolute_error: 41.4593 - val_loss: 8001.0011 - val_mean_absolute_error: 59.4627 Epoch 4367/5000 148/148 [==============================] - 0s 27us/step - loss: 3426.1960 - mean_absolute_error: 41.4558 - val_loss: 8000.7845 - val_mean_absolute_error: 59.4610 Epoch 4368/5000 148/148 [==============================] - 0s 27us/step - loss: 3425.6516 - mean_absolute_error: 41.4518 - val_loss: 8000.4837 - val_mean_absolute_error: 59.4594 Epoch 4369/5000 148/148 [==============================] - 0s 20us/step - loss: 3425.1353 - mean_absolute_error: 41.4482 - val_loss: 8000.0583 - val_mean_absolute_error: 59.4573 Epoch 4370/5000 148/148 [==============================] - 0s 34us/step - loss: 3424.5969 - mean_absolute_error: 41.4449 - val_loss: 7999.5771 - val_mean_absolute_error: 59.4551 Epoch 4371/5000 148/148 [==============================] - 0s 20us/step - loss: 3424.0513 - mean_absolute_error: 41.4419 - val_loss: 7999.1926 - val_mean_absolute_error: 59.4529 Epoch 4372/5000 148/148 [==============================] - 0s 34us/step - loss: 3423.5259 - mean_absolute_error: 41.4387 - val_loss: 7998.8200 - val_mean_absolute_error: 59.4510 Epoch 4373/5000 148/148 [==============================] - 0s 20us/step - loss: 3423.0000 - mean_absolute_error: 41.4354 - val_loss: 7998.4592 - val_mean_absolute_error: 59.4491 Epoch 4374/5000 148/148 [==============================] - 0s 27us/step - loss: 3422.4607 - mean_absolute_error: 41.4321 - val_loss: 7998.0792 - val_mean_absolute_error: 59.4473 Epoch 4375/5000 148/148 [==============================] - 0s 20us/step - loss: 3421.9321 - mean_absolute_error: 41.4287 - val_loss: 7997.7260 - val_mean_absolute_error: 59.4457 Epoch 4376/5000 148/148 [==============================] - 0s 27us/step - loss: 3421.4004 - mean_absolute_error: 41.4253 - val_loss: 7997.3064 - val_mean_absolute_error: 59.4437 Epoch 4377/5000 148/148 [==============================] - 0s 27us/step - loss: 3420.8660 - mean_absolute_error: 41.4220 - val_loss: 7996.8906 - val_mean_absolute_error: 59.4416 Epoch 4378/5000 148/148 [==============================] - 0s 27us/step - loss: 3420.3418 - mean_absolute_error: 41.4188 - val_loss: 7996.5117 - val_mean_absolute_error: 59.4395 Epoch 4379/5000 148/148 [==============================] - 0s 27us/step - loss: 3419.8064 - mean_absolute_error: 41.4154 - val_loss: 7996.2275 - val_mean_absolute_error: 59.4375 Epoch 4380/5000 148/148 [==============================] - 0s 20us/step - loss: 3419.2632 - mean_absolute_error: 41.4116 - val_loss: 7995.9411 - val_mean_absolute_error: 59.4356 Epoch 4381/5000 148/148 [==============================] - 0s 34us/step - loss: 3418.7419 - mean_absolute_error: 41.4080 - val_loss: 7995.6057 - val_mean_absolute_error: 59.4338 Epoch 4382/5000 148/148 [==============================] - 0s 20us/step - loss: 3418.2114 - mean_absolute_error: 41.4046 - val_loss: 7995.2468 - val_mean_absolute_error: 59.4319 Epoch 4383/5000 148/148 [==============================] - 0s 27us/step - loss: 3417.6934 - mean_absolute_error: 41.4012 - val_loss: 7994.8181 - val_mean_absolute_error: 59.4300 Epoch 4384/5000 148/148 [==============================] - 0s 27us/step - loss: 3417.1494 - mean_absolute_error: 41.3979 - val_loss: 7994.3295 - val_mean_absolute_error: 59.4281 Epoch 4385/5000 148/148 [==============================] - 0s 20us/step - loss: 3416.6174 - mean_absolute_error: 41.3949 - val_loss: 7993.8731 - val_mean_absolute_error: 59.4261 Epoch 4386/5000 148/148 [==============================] - 0s 27us/step - loss: 3416.1016 - mean_absolute_error: 41.3919 - val_loss: 7993.4885 - val_mean_absolute_error: 59.4241 Epoch 4387/5000 148/148 [==============================] - 0s 41us/step - loss: 3415.5669 - mean_absolute_error: 41.3884 - val_loss: 7993.1895 - val_mean_absolute_error: 59.4220 Epoch 4388/5000 148/148 [==============================] - 0s 41us/step - loss: 3415.0273 - mean_absolute_error: 41.3846 - val_loss: 7992.8938 - val_mean_absolute_error: 59.4199 Epoch 4389/5000 148/148 [==============================] - 0s 41us/step - loss: 3414.5129 - mean_absolute_error: 41.3808 - val_loss: 7992.5011 - val_mean_absolute_error: 59.4177 Epoch 4390/5000 148/148 [==============================] - 0s 95us/step - loss: 3413.9868 - mean_absolute_error: 41.3775 - val_loss: 7992.0437 - val_mean_absolute_error: 59.4154 Epoch 4391/5000 148/148 [==============================] - 0s 34us/step - loss: 3413.4399 - mean_absolute_error: 41.3745 - val_loss: 7991.6436 - val_mean_absolute_error: 59.4135 Epoch 4392/5000 148/148 [==============================] - 0s 27us/step - loss: 3412.8960 - mean_absolute_error: 41.3712 - val_loss: 7991.3336 - val_mean_absolute_error: 59.4119 Epoch 4393/5000 148/148 [==============================] - 0s 27us/step - loss: 3412.3640 - mean_absolute_error: 41.3676 - val_loss: 7991.0589 - val_mean_absolute_error: 59.4104 Epoch 4394/5000 148/148 [==============================] - 0s 27us/step - loss: 3411.8416 - mean_absolute_error: 41.3640 - val_loss: 7990.7652 - val_mean_absolute_error: 59.4087 Epoch 4395/5000 148/148 [==============================] - 0s 34us/step - loss: 3411.3022 - mean_absolute_error: 41.3602 - val_loss: 7990.3410 - val_mean_absolute_error: 59.4066 Epoch 4396/5000 148/148 [==============================] - 0s 20us/step - loss: 3410.7710 - mean_absolute_error: 41.3570 - val_loss: 7989.8686 - val_mean_absolute_error: 59.4043 Epoch 4397/5000 148/148 [==============================] - 0s 34us/step - loss: 3410.2222 - mean_absolute_error: 41.3537 - val_loss: 7989.4293 - val_mean_absolute_error: 59.4020 Epoch 4398/5000 148/148 [==============================] - 0s 27us/step - loss: 3409.6794 - mean_absolute_error: 41.3503 - val_loss: 7989.0447 - val_mean_absolute_error: 59.4000 Epoch 4399/5000 148/148 [==============================] - 0s 27us/step - loss: 3409.1418 - mean_absolute_error: 41.3467 - val_loss: 7988.6459 - val_mean_absolute_error: 59.3980 Epoch 4400/5000 148/148 [==============================] - 0s 27us/step - loss: 3408.5994 - mean_absolute_error: 41.3431 - val_loss: 7988.2332 - val_mean_absolute_error: 59.3961 Epoch 4401/5000 148/148 [==============================] - 0s 20us/step - loss: 3408.0791 - mean_absolute_error: 41.3396 - val_loss: 7987.7445 - val_mean_absolute_error: 59.3939 Epoch 4402/5000 148/148 [==============================] - 0s 27us/step - loss: 3407.5383 - mean_absolute_error: 41.3363 - val_loss: 7987.2332 - val_mean_absolute_error: 59.3918 Epoch 4403/5000 148/148 [==============================] - 0s 27us/step - loss: 3406.9961 - mean_absolute_error: 41.3332 - val_loss: 7986.7991 - val_mean_absolute_error: 59.3897 Epoch 4404/5000 148/148 [==============================] - 0s 27us/step - loss: 3406.4580 - mean_absolute_error: 41.3301 - val_loss: 7986.4564 - val_mean_absolute_error: 59.3878 Epoch 4405/5000 148/148 [==============================] - 0s 20us/step - loss: 3405.9182 - mean_absolute_error: 41.3266 - val_loss: 7986.2013 - val_mean_absolute_error: 59.3861 Epoch 4406/5000 148/148 [==============================] - 0s 27us/step - loss: 3405.3579 - mean_absolute_error: 41.3225 - val_loss: 7985.8651 - val_mean_absolute_error: 59.3841 Epoch 4407/5000 148/148 [==============================] - 0s 34us/step - loss: 3404.8105 - mean_absolute_error: 41.3189 - val_loss: 7985.4368 - val_mean_absolute_error: 59.3819 Epoch 4408/5000 148/148 [==============================] - 0s 27us/step - loss: 3404.2791 - mean_absolute_error: 41.3157 - val_loss: 7984.9609 - val_mean_absolute_error: 59.3795 Epoch 4409/5000 148/148 [==============================] - 0s 27us/step - loss: 3403.7495 - mean_absolute_error: 41.3126 - val_loss: 7984.5685 - val_mean_absolute_error: 59.3774 Epoch 4410/5000 148/148 [==============================] - 0s 20us/step - loss: 3403.1951 - mean_absolute_error: 41.3091 - val_loss: 7984.2671 - val_mean_absolute_error: 59.3756 Epoch 4411/5000 148/148 [==============================] - 0s 27us/step - loss: 3402.6523 - mean_absolute_error: 41.3052 - val_loss: 7983.9156 - val_mean_absolute_error: 59.3738 Epoch 4412/5000 148/148 [==============================] - 0s 20us/step - loss: 3402.1165 - mean_absolute_error: 41.3016 - val_loss: 7983.5053 - val_mean_absolute_error: 59.3717 Epoch 4413/5000 148/148 [==============================] - 0s 20us/step - loss: 3401.5776 - mean_absolute_error: 41.2984 - val_loss: 7983.0187 - val_mean_absolute_error: 59.3694 Epoch 4414/5000 148/148 [==============================] - 0s 27us/step - loss: 3401.0242 - mean_absolute_error: 41.2953 - val_loss: 7982.5643 - val_mean_absolute_error: 59.3670 Epoch 4415/5000 148/148 [==============================] - 0s 20us/step - loss: 3400.4915 - mean_absolute_error: 41.2920 - val_loss: 7982.1890 - val_mean_absolute_error: 59.3647 Epoch 4416/5000 148/148 [==============================] - 0s 20us/step - loss: 3399.9573 - mean_absolute_error: 41.2885 - val_loss: 7981.8758 - val_mean_absolute_error: 59.3627 Epoch 4417/5000 148/148 [==============================] - 0s 27us/step - loss: 3399.4194 - mean_absolute_error: 41.2848 - val_loss: 7981.5369 - val_mean_absolute_error: 59.3607 Epoch 4418/5000 148/148 [==============================] - 0s 20us/step - loss: 3398.8669 - mean_absolute_error: 41.2811 - val_loss: 7981.1930 - val_mean_absolute_error: 59.3589 Epoch 4419/5000 148/148 [==============================] - 0s 27us/step - loss: 3398.3083 - mean_absolute_error: 41.2773 - val_loss: 7980.7881 - val_mean_absolute_error: 59.3571 Epoch 4420/5000 148/148 [==============================] - 0s 20us/step - loss: 3397.7644 - mean_absolute_error: 41.2738 - val_loss: 7980.4202 - val_mean_absolute_error: 59.3554 Epoch 4421/5000 148/148 [==============================] - 0s 34us/step - loss: 3397.2278 - mean_absolute_error: 41.2704 - val_loss: 7979.9881 - val_mean_absolute_error: 59.3533 Epoch 4422/5000 148/148 [==============================] - 0s 20us/step - loss: 3396.6895 - mean_absolute_error: 41.2672 - val_loss: 7979.6444 - val_mean_absolute_error: 59.3513 Epoch 4423/5000 148/148 [==============================] - 0s 20us/step - loss: 3396.1399 - mean_absolute_error: 41.2636 - val_loss: 7979.2743 - val_mean_absolute_error: 59.3491 Epoch 4424/5000 148/148 [==============================] - 0s 27us/step - loss: 3395.5854 - mean_absolute_error: 41.2599 - val_loss: 7978.8988 - val_mean_absolute_error: 59.3468 Epoch 4425/5000 148/148 [==============================] - 0s 27us/step - loss: 3395.0449 - mean_absolute_error: 41.2562 - val_loss: 7978.4207 - val_mean_absolute_error: 59.3443 Epoch 4426/5000 148/148 [==============================] - 0s 27us/step - loss: 3394.4993 - mean_absolute_error: 41.2529 - val_loss: 7978.0203 - val_mean_absolute_error: 59.3423 Epoch 4427/5000 148/148 [==============================] - 0s 20us/step - loss: 3393.9712 - mean_absolute_error: 41.2495 - val_loss: 7977.6521 - val_mean_absolute_error: 59.3405 Epoch 4428/5000 148/148 [==============================] - 0s 34us/step - loss: 3393.4355 - mean_absolute_error: 41.2461 - val_loss: 7977.2611 - val_mean_absolute_error: 59.3386 Epoch 4429/5000 148/148 [==============================] - 0s 27us/step - loss: 3392.8921 - mean_absolute_error: 41.2429 - val_loss: 7976.8708 - val_mean_absolute_error: 59.3367 Epoch 4430/5000 148/148 [==============================] - 0s 20us/step - loss: 3392.3477 - mean_absolute_error: 41.2397 - val_loss: 7976.5987 - val_mean_absolute_error: 59.3350 Epoch 4431/5000 148/148 [==============================] - 0s 27us/step - loss: 3391.8149 - mean_absolute_error: 41.2359 - val_loss: 7976.2808 - val_mean_absolute_error: 59.3331 Epoch 4432/5000 148/148 [==============================] - 0s 27us/step - loss: 3391.2952 - mean_absolute_error: 41.2323 - val_loss: 7975.9515 - val_mean_absolute_error: 59.3313 Epoch 4433/5000 148/148 [==============================] - 0s 27us/step - loss: 3390.7539 - mean_absolute_error: 41.2286 - val_loss: 7975.5235 - val_mean_absolute_error: 59.3292 Epoch 4434/5000 148/148 [==============================] - 0s 27us/step - loss: 3390.2075 - mean_absolute_error: 41.2254 - val_loss: 7975.0417 - val_mean_absolute_error: 59.3269 Epoch 4435/5000 148/148 [==============================] - 0s 41us/step - loss: 3389.6855 - mean_absolute_error: 41.2225 - val_loss: 7974.6004 - val_mean_absolute_error: 59.3246 Epoch 4436/5000 148/148 [==============================] - 0s 20us/step - loss: 3389.1599 - mean_absolute_error: 41.2193 - val_loss: 7974.3243 - val_mean_absolute_error: 59.3228 Epoch 4437/5000 148/148 [==============================] - 0s 34us/step - loss: 3388.6108 - mean_absolute_error: 41.2155 - val_loss: 7974.0924 - val_mean_absolute_error: 59.3213 Epoch 4438/5000 148/148 [==============================] - 0s 27us/step - loss: 3388.0757 - mean_absolute_error: 41.2116 - val_loss: 7973.7356 - val_mean_absolute_error: 59.3195 Epoch 4439/5000 148/148 [==============================] - 0s 27us/step - loss: 3387.5400 - mean_absolute_error: 41.2081 - val_loss: 7973.2823 - val_mean_absolute_error: 59.3176 Epoch 4440/5000 148/148 [==============================] - 0s 34us/step - loss: 3387.0005 - mean_absolute_error: 41.2049 - val_loss: 7972.9824 - val_mean_absolute_error: 59.3160 Epoch 4441/5000 148/148 [==============================] - 0s 27us/step - loss: 3386.4570 - mean_absolute_error: 41.2011 - val_loss: 7972.6553 - val_mean_absolute_error: 59.3141 Epoch 4442/5000 148/148 [==============================] - 0s 27us/step - loss: 3385.9211 - mean_absolute_error: 41.1974 - val_loss: 7972.3468 - val_mean_absolute_error: 59.3124 Epoch 4443/5000 148/148 [==============================] - 0s 34us/step - loss: 3385.3887 - mean_absolute_error: 41.1937 - val_loss: 7971.9308 - val_mean_absolute_error: 59.3105 Epoch 4444/5000 148/148 [==============================] - 0s 34us/step - loss: 3384.8303 - mean_absolute_error: 41.1903 - val_loss: 7971.4117 - val_mean_absolute_error: 59.3084 Epoch 4445/5000 148/148 [==============================] - 0s 34us/step - loss: 3384.3044 - mean_absolute_error: 41.1874 - val_loss: 7970.9938 - val_mean_absolute_error: 59.3065 Epoch 4446/5000 148/148 [==============================] - 0s 34us/step - loss: 3383.7708 - mean_absolute_error: 41.1840 - val_loss: 7970.7344 - val_mean_absolute_error: 59.3050 Epoch 4447/5000 148/148 [==============================] - 0s 34us/step - loss: 3383.2163 - mean_absolute_error: 41.1800 - val_loss: 7970.4866 - val_mean_absolute_error: 59.3034 Epoch 4448/5000 148/148 [==============================] - 0s 27us/step - loss: 3382.6702 - mean_absolute_error: 41.1761 - val_loss: 7970.1208 - val_mean_absolute_error: 59.3016 Epoch 4449/5000 148/148 [==============================] - 0s 34us/step - loss: 3382.1289 - mean_absolute_error: 41.1726 - val_loss: 7969.7895 - val_mean_absolute_error: 59.2999 Epoch 4450/5000 148/148 [==============================] - 0s 34us/step - loss: 3381.5652 - mean_absolute_error: 41.1690 - val_loss: 7969.4338 - val_mean_absolute_error: 59.2982 Epoch 4451/5000 148/148 [==============================] - 0s 34us/step - loss: 3381.0203 - mean_absolute_error: 41.1654 - val_loss: 7968.9809 - val_mean_absolute_error: 59.2964 Epoch 4452/5000 148/148 [==============================] - 0s 34us/step - loss: 3380.4893 - mean_absolute_error: 41.1623 - val_loss: 7968.6561 - val_mean_absolute_error: 59.2947 Epoch 4453/5000 148/148 [==============================] - 0s 34us/step - loss: 3379.9399 - mean_absolute_error: 41.1586 - val_loss: 7968.4153 - val_mean_absolute_error: 59.2932 Epoch 4454/5000 148/148 [==============================] - 0s 34us/step - loss: 3379.4004 - mean_absolute_error: 41.1546 - val_loss: 7968.0356 - val_mean_absolute_error: 59.2915 Epoch 4455/5000 148/148 [==============================] - 0s 27us/step - loss: 3378.8528 - mean_absolute_error: 41.1511 - val_loss: 7967.5317 - val_mean_absolute_error: 59.2896 Epoch 4456/5000 148/148 [==============================] - 0s 27us/step - loss: 3378.3140 - mean_absolute_error: 41.1481 - val_loss: 7967.1315 - val_mean_absolute_error: 59.2878 Epoch 4457/5000 148/148 [==============================] - 0s 27us/step - loss: 3377.7742 - mean_absolute_error: 41.1447 - val_loss: 7966.8744 - val_mean_absolute_error: 59.2864 Epoch 4458/5000 148/148 [==============================] - 0s 34us/step - loss: 3377.2239 - mean_absolute_error: 41.1407 - val_loss: 7966.6572 - val_mean_absolute_error: 59.2850 Epoch 4459/5000 148/148 [==============================] - 0s 27us/step - loss: 3376.6897 - mean_absolute_error: 41.1367 - val_loss: 7966.3875 - val_mean_absolute_error: 59.2835 Epoch 4460/5000 148/148 [==============================] - 0s 34us/step - loss: 3376.1628 - mean_absolute_error: 41.1331 - val_loss: 7966.0129 - val_mean_absolute_error: 59.2817 Epoch 4461/5000 148/148 [==============================] - 0s 34us/step - loss: 3375.6184 - mean_absolute_error: 41.1298 - val_loss: 7965.5167 - val_mean_absolute_error: 59.2796 Epoch 4462/5000 148/148 [==============================] - 0s 34us/step - loss: 3375.0789 - mean_absolute_error: 41.1269 - val_loss: 7965.0174 - val_mean_absolute_error: 59.2776 Epoch 4463/5000 148/148 [==============================] - 0s 34us/step - loss: 3374.5374 - mean_absolute_error: 41.1239 - val_loss: 7964.6177 - val_mean_absolute_error: 59.2758 Epoch 4464/5000 148/148 [==============================] - 0s 34us/step - loss: 3373.9946 - mean_absolute_error: 41.1205 - val_loss: 7964.3521 - val_mean_absolute_error: 59.2743 Epoch 4465/5000 148/148 [==============================] - 0s 34us/step - loss: 3373.4392 - mean_absolute_error: 41.1166 - val_loss: 7964.1178 - val_mean_absolute_error: 59.2729 Epoch 4466/5000 148/148 [==============================] - 0s 41us/step - loss: 3372.9167 - mean_absolute_error: 41.1127 - val_loss: 7963.7806 - val_mean_absolute_error: 59.2713 Epoch 4467/5000 148/148 [==============================] - 0s 34us/step - loss: 3372.3818 - mean_absolute_error: 41.1092 - val_loss: 7963.3397 - val_mean_absolute_error: 59.2694 Epoch 4468/5000 148/148 [==============================] - 0s 34us/step - loss: 3371.8362 - mean_absolute_error: 41.1060 - val_loss: 7962.8744 - val_mean_absolute_error: 59.2674 Epoch 4469/5000 148/148 [==============================] - 0s 34us/step - loss: 3371.2991 - mean_absolute_error: 41.1029 - val_loss: 7962.4599 - val_mean_absolute_error: 59.2654 Epoch 4470/5000 148/148 [==============================] - 0s 27us/step - loss: 3370.7512 - mean_absolute_error: 41.0994 - val_loss: 7962.0579 - val_mean_absolute_error: 59.2633 Epoch 4471/5000 148/148 [==============================] - 0s 27us/step - loss: 3370.1887 - mean_absolute_error: 41.0957 - val_loss: 7961.7553 - val_mean_absolute_error: 59.2615 Epoch 4472/5000 148/148 [==============================] - 0s 34us/step - loss: 3369.6731 - mean_absolute_error: 41.0919 - val_loss: 7961.4633 - val_mean_absolute_error: 59.2598 Epoch 4473/5000 148/148 [==============================] - 0s 34us/step - loss: 3369.1313 - mean_absolute_error: 41.0881 - val_loss: 7961.1733 - val_mean_absolute_error: 59.2582 Epoch 4474/5000 148/148 [==============================] - 0s 27us/step - loss: 3368.5869 - mean_absolute_error: 41.0845 - val_loss: 7960.8075 - val_mean_absolute_error: 59.2563 Epoch 4475/5000 148/148 [==============================] - 0s 41us/step - loss: 3368.0444 - mean_absolute_error: 41.0811 - val_loss: 7960.4360 - val_mean_absolute_error: 59.2544 Epoch 4476/5000 148/148 [==============================] - 0s 27us/step - loss: 3367.5007 - mean_absolute_error: 41.0777 - val_loss: 7960.0112 - val_mean_absolute_error: 59.2524 Epoch 4477/5000 148/148 [==============================] - 0s 27us/step - loss: 3366.9587 - mean_absolute_error: 41.0743 - val_loss: 7959.5660 - val_mean_absolute_error: 59.2504 Epoch 4478/5000 148/148 [==============================] - 0s 27us/step - loss: 3366.4146 - mean_absolute_error: 41.0710 - val_loss: 7959.1436 - val_mean_absolute_error: 59.2485 Epoch 4479/5000 148/148 [==============================] - 0s 34us/step - loss: 3365.8918 - mean_absolute_error: 41.0677 - val_loss: 7958.7468 - val_mean_absolute_error: 59.2466 Epoch 4480/5000 148/148 [==============================] - 0s 27us/step - loss: 3365.3577 - mean_absolute_error: 41.0644 - val_loss: 7958.4733 - val_mean_absolute_error: 59.2448 Epoch 4481/5000 148/148 [==============================] - 0s 27us/step - loss: 3364.8047 - mean_absolute_error: 41.0606 - val_loss: 7958.3504 - val_mean_absolute_error: 59.2434 Epoch 4482/5000 148/148 [==============================] - 0s 27us/step - loss: 3364.2825 - mean_absolute_error: 41.0564 - val_loss: 7958.1184 - val_mean_absolute_error: 59.2417 Epoch 4483/5000 148/148 [==============================] - 0s 27us/step - loss: 3363.7551 - mean_absolute_error: 41.0526 - val_loss: 7957.7969 - val_mean_absolute_error: 59.2400 Epoch 4484/5000 148/148 [==============================] - 0s 27us/step - loss: 3363.2031 - mean_absolute_error: 41.0488 - val_loss: 7957.3631 - val_mean_absolute_error: 59.2381 Epoch 4485/5000 148/148 [==============================] - 0s 27us/step - loss: 3362.6326 - mean_absolute_error: 41.0455 - val_loss: 7956.8383 - val_mean_absolute_error: 59.2361 Epoch 4486/5000 148/148 [==============================] - 0s 27us/step - loss: 3362.1135 - mean_absolute_error: 41.0426 - val_loss: 7956.3680 - val_mean_absolute_error: 59.2342 Epoch 4487/5000 148/148 [==============================] - 0s 27us/step - loss: 3361.5864 - mean_absolute_error: 41.0394 - val_loss: 7956.0804 - val_mean_absolute_error: 59.2327 Epoch 4488/5000 148/148 [==============================] - 0s 27us/step - loss: 3361.0435 - mean_absolute_error: 41.0356 - val_loss: 7955.8945 - val_mean_absolute_error: 59.2312 Epoch 4489/5000 148/148 [==============================] - 0s 27us/step - loss: 3360.4775 - mean_absolute_error: 41.0314 - val_loss: 7955.7511 - val_mean_absolute_error: 59.2298 Epoch 4490/5000 148/148 [==============================] - 0s 34us/step - loss: 3359.9272 - mean_absolute_error: 41.0271 - val_loss: 7955.4882 - val_mean_absolute_error: 59.2282 Epoch 4491/5000 148/148 [==============================] - 0s 34us/step - loss: 3359.3867 - mean_absolute_error: 41.0233 - val_loss: 7955.1202 - val_mean_absolute_error: 59.2264 Epoch 4492/5000 148/148 [==============================] - 0s 27us/step - loss: 3358.8298 - mean_absolute_error: 41.0199 - val_loss: 7954.7074 - val_mean_absolute_error: 59.2244 Epoch 4493/5000 148/148 [==============================] - 0s 34us/step - loss: 3358.2893 - mean_absolute_error: 41.0166 - val_loss: 7954.4049 - val_mean_absolute_error: 59.2227 Epoch 4494/5000 148/148 [==============================] - 0s 27us/step - loss: 3357.7446 - mean_absolute_error: 41.0129 - val_loss: 7954.1746 - val_mean_absolute_error: 59.2212 Epoch 4495/5000 148/148 [==============================] - 0s 27us/step - loss: 3357.1960 - mean_absolute_error: 41.0088 - val_loss: 7953.9754 - val_mean_absolute_error: 59.2199 Epoch 4496/5000 148/148 [==============================] - 0s 27us/step - loss: 3356.6431 - mean_absolute_error: 41.0047 - val_loss: 7953.6489 - val_mean_absolute_error: 59.2184 Epoch 4497/5000 148/148 [==============================] - 0s 27us/step - loss: 3356.1047 - mean_absolute_error: 41.0011 - val_loss: 7953.2966 - val_mean_absolute_error: 59.2167 Epoch 4498/5000 148/148 [==============================] - 0s 27us/step - loss: 3355.5544 - mean_absolute_error: 40.9974 - val_loss: 7952.9447 - val_mean_absolute_error: 59.2148 Epoch 4499/5000 148/148 [==============================] - 0s 20us/step - loss: 3355.0056 - mean_absolute_error: 40.9936 - val_loss: 7952.5358 - val_mean_absolute_error: 59.2129 Epoch 4500/5000 148/148 [==============================] - 0s 27us/step - loss: 3354.4656 - mean_absolute_error: 40.9902 - val_loss: 7952.1931 - val_mean_absolute_error: 59.2112 Epoch 4501/5000 148/148 [==============================] - 0s 27us/step - loss: 3353.9202 - mean_absolute_error: 40.9865 - val_loss: 7951.9782 - val_mean_absolute_error: 59.2098 Epoch 4502/5000 148/148 [==============================] - 0s 27us/step - loss: 3353.3684 - mean_absolute_error: 40.9824 - val_loss: 7951.8727 - val_mean_absolute_error: 59.2085 Epoch 4503/5000 148/148 [==============================] - 0s 20us/step - loss: 3352.8179 - mean_absolute_error: 40.9780 - val_loss: 7951.6419 - val_mean_absolute_error: 59.2070 Epoch 4504/5000 148/148 [==============================] - 0s 27us/step - loss: 3352.2791 - mean_absolute_error: 40.9740 - val_loss: 7951.2884 - val_mean_absolute_error: 59.2052 Epoch 4505/5000 148/148 [==============================] - 0s 27us/step - loss: 3351.7351 - mean_absolute_error: 40.9704 - val_loss: 7950.9318 - val_mean_absolute_error: 59.2033 Epoch 4506/5000 148/148 [==============================] - 0s 27us/step - loss: 3351.1855 - mean_absolute_error: 40.9667 - val_loss: 7950.6538 - val_mean_absolute_error: 59.2018 Epoch 4507/5000 148/148 [==============================] - 0s 27us/step - loss: 3350.6448 - mean_absolute_error: 40.9625 - val_loss: 7950.3800 - val_mean_absolute_error: 59.2003 Epoch 4508/5000 148/148 [==============================] - 0s 20us/step - loss: 3350.0950 - mean_absolute_error: 40.9583 - val_loss: 7950.0914 - val_mean_absolute_error: 59.1986 Epoch 4509/5000 148/148 [==============================] - 0s 27us/step - loss: 3349.5408 - mean_absolute_error: 40.9542 - val_loss: 7949.8207 - val_mean_absolute_error: 59.1970 Epoch 4510/5000 148/148 [==============================] - 0s 20us/step - loss: 3348.9929 - mean_absolute_error: 40.9501 - val_loss: 7949.4589 - val_mean_absolute_error: 59.1952 Epoch 4511/5000 148/148 [==============================] - 0s 20us/step - loss: 3348.4487 - mean_absolute_error: 40.9464 - val_loss: 7949.1627 - val_mean_absolute_error: 59.1938 Epoch 4512/5000 148/148 [==============================] - 0s 20us/step - loss: 3347.9077 - mean_absolute_error: 40.9426 - val_loss: 7948.9674 - val_mean_absolute_error: 59.1925 Epoch 4513/5000 148/148 [==============================] - 0s 34us/step - loss: 3347.3530 - mean_absolute_error: 40.9383 - val_loss: 7948.7913 - val_mean_absolute_error: 59.1910 Epoch 4514/5000 148/148 [==============================] - 0s 20us/step - loss: 3346.8191 - mean_absolute_error: 40.9340 - val_loss: 7948.5382 - val_mean_absolute_error: 59.1895 Epoch 4515/5000 148/148 [==============================] - 0s 27us/step - loss: 3346.2656 - mean_absolute_error: 40.9299 - val_loss: 7948.2165 - val_mean_absolute_error: 59.1878 Epoch 4516/5000 148/148 [==============================] - 0s 20us/step - loss: 3345.7205 - mean_absolute_error: 40.9259 - val_loss: 7947.8267 - val_mean_absolute_error: 59.1861 Epoch 4517/5000 148/148 [==============================] - 0s 20us/step - loss: 3345.1792 - mean_absolute_error: 40.9222 - val_loss: 7947.4975 - val_mean_absolute_error: 59.1844 Epoch 4518/5000 148/148 [==============================] - 0s 20us/step - loss: 3344.6567 - mean_absolute_error: 40.9184 - val_loss: 7947.2889 - val_mean_absolute_error: 59.1831 Epoch 4519/5000 148/148 [==============================] - 0s 27us/step - loss: 3344.1443 - mean_absolute_error: 40.9143 - val_loss: 7947.0961 - val_mean_absolute_error: 59.1820 Epoch 4520/5000 148/148 [==============================] - 0s 27us/step - loss: 3343.6147 - mean_absolute_error: 40.9101 - val_loss: 7946.9105 - val_mean_absolute_error: 59.1810 Epoch 4521/5000 148/148 [==============================] - 0s 27us/step - loss: 3343.0852 - mean_absolute_error: 40.9060 - val_loss: 7946.6545 - val_mean_absolute_error: 59.1795 Epoch 4522/5000 148/148 [==============================] - 0s 34us/step - loss: 3342.5916 - mean_absolute_error: 40.9023 - val_loss: 7946.3962 - val_mean_absolute_error: 59.1780 Epoch 4523/5000 148/148 [==============================] - 0s 27us/step - loss: 3342.0679 - mean_absolute_error: 40.8983 - val_loss: 7946.1418 - val_mean_absolute_error: 59.1766 Epoch 4524/5000 148/148 [==============================] - 0s 27us/step - loss: 3341.5339 - mean_absolute_error: 40.8943 - val_loss: 7945.9653 - val_mean_absolute_error: 59.1754 Epoch 4525/5000 148/148 [==============================] - 0s 20us/step - loss: 3340.9968 - mean_absolute_error: 40.8899 - val_loss: 7945.8094 - val_mean_absolute_error: 59.1743 Epoch 4526/5000 148/148 [==============================] - 0s 27us/step - loss: 3340.4888 - mean_absolute_error: 40.8856 - val_loss: 7945.5460 - val_mean_absolute_error: 59.1730 Epoch 4527/5000 148/148 [==============================] - 0s 27us/step - loss: 3339.9773 - mean_absolute_error: 40.8817 - val_loss: 7945.3134 - val_mean_absolute_error: 59.1718 Epoch 4528/5000 148/148 [==============================] - 0s 27us/step - loss: 3339.4480 - mean_absolute_error: 40.8777 - val_loss: 7945.1013 - val_mean_absolute_error: 59.1705 Epoch 4529/5000 148/148 [==============================] - 0s 27us/step - loss: 3338.9192 - mean_absolute_error: 40.8736 - val_loss: 7944.9674 - val_mean_absolute_error: 59.1694 Epoch 4530/5000 148/148 [==============================] - 0s 34us/step - loss: 3338.4070 - mean_absolute_error: 40.8696 - val_loss: 7944.8007 - val_mean_absolute_error: 59.1682 Epoch 4531/5000 148/148 [==============================] - 0s 27us/step - loss: 3337.8811 - mean_absolute_error: 40.8656 - val_loss: 7944.5768 - val_mean_absolute_error: 59.1669 Epoch 4532/5000 148/148 [==============================] - 0s 34us/step - loss: 3337.3738 - mean_absolute_error: 40.8617 - val_loss: 7944.3439 - val_mean_absolute_error: 59.1656 Epoch 4533/5000 148/148 [==============================] - 0s 27us/step - loss: 3336.8669 - mean_absolute_error: 40.8577 - val_loss: 7944.1151 - val_mean_absolute_error: 59.1644 Epoch 4534/5000 148/148 [==============================] - 0s 20us/step - loss: 3336.3435 - mean_absolute_error: 40.8536 - val_loss: 7943.9070 - val_mean_absolute_error: 59.1633 Epoch 4535/5000 148/148 [==============================] - 0s 27us/step - loss: 3335.8193 - mean_absolute_error: 40.8496 - val_loss: 7943.6751 - val_mean_absolute_error: 59.1621 Epoch 4536/5000 148/148 [==============================] - 0s 27us/step - loss: 3335.3176 - mean_absolute_error: 40.8459 - val_loss: 7943.4807 - val_mean_absolute_error: 59.1608 Epoch 4537/5000 148/148 [==============================] - 0s 20us/step - loss: 3334.7971 - mean_absolute_error: 40.8420 - val_loss: 7943.3152 - val_mean_absolute_error: 59.1595 Epoch 4538/5000 148/148 [==============================] - 0s 41us/step - loss: 3334.2998 - mean_absolute_error: 40.8380 - val_loss: 7943.2026 - val_mean_absolute_error: 59.1584 Epoch 4539/5000 148/148 [==============================] - 0s 27us/step - loss: 3333.7939 - mean_absolute_error: 40.8338 - val_loss: 7943.0565 - val_mean_absolute_error: 59.1573 Epoch 4540/5000 148/148 [==============================] - 0s 27us/step - loss: 3333.2720 - mean_absolute_error: 40.8298 - val_loss: 7942.9068 - val_mean_absolute_error: 59.1563 Epoch 4541/5000 148/148 [==============================] - 0s 27us/step - loss: 3332.7510 - mean_absolute_error: 40.8257 - val_loss: 7942.6972 - val_mean_absolute_error: 59.1552 Epoch 4542/5000 148/148 [==============================] - 0s 27us/step - loss: 3332.2415 - mean_absolute_error: 40.8220 - val_loss: 7942.4448 - val_mean_absolute_error: 59.1540 Epoch 4543/5000 148/148 [==============================] - 0s 34us/step - loss: 3331.7317 - mean_absolute_error: 40.8184 - val_loss: 7942.2785 - val_mean_absolute_error: 59.1528 Epoch 4544/5000 148/148 [==============================] - 0s 27us/step - loss: 3331.2185 - mean_absolute_error: 40.8144 - val_loss: 7942.0448 - val_mean_absolute_error: 59.1513 Epoch 4545/5000 148/148 [==============================] - 0s 27us/step - loss: 3330.7156 - mean_absolute_error: 40.8108 - val_loss: 7941.8613 - val_mean_absolute_error: 59.1500 Epoch 4546/5000 148/148 [==============================] - 0s 27us/step - loss: 3330.1951 - mean_absolute_error: 40.8069 - val_loss: 7941.7996 - val_mean_absolute_error: 59.1489 Epoch 4547/5000 148/148 [==============================] - 0s 27us/step - loss: 3329.6929 - mean_absolute_error: 40.8028 - val_loss: 7941.6936 - val_mean_absolute_error: 59.1480 Epoch 4548/5000 148/148 [==============================] - 0s 27us/step - loss: 3329.1992 - mean_absolute_error: 40.7989 - val_loss: 7941.5855 - val_mean_absolute_error: 59.1472 Epoch 4549/5000 148/148 [==============================] - 0s 34us/step - loss: 3328.6851 - mean_absolute_error: 40.7951 - val_loss: 7941.4218 - val_mean_absolute_error: 59.1463 Epoch 4550/5000 148/148 [==============================] - 0s 20us/step - loss: 3328.1819 - mean_absolute_error: 40.7916 - val_loss: 7941.2219 - val_mean_absolute_error: 59.1452 Epoch 4551/5000 148/148 [==============================] - 0s 27us/step - loss: 3327.6775 - mean_absolute_error: 40.7881 - val_loss: 7941.0073 - val_mean_absolute_error: 59.1440 Epoch 4552/5000 148/148 [==============================] - 0s 27us/step - loss: 3327.1709 - mean_absolute_error: 40.7845 - val_loss: 7940.8741 - val_mean_absolute_error: 59.1430 Epoch 4553/5000 148/148 [==============================] - 0s 27us/step - loss: 3326.6685 - mean_absolute_error: 40.7806 - val_loss: 7940.7254 - val_mean_absolute_error: 59.1420 Epoch 4554/5000 148/148 [==============================] - 0s 27us/step - loss: 3326.1511 - mean_absolute_error: 40.7767 - val_loss: 7940.5160 - val_mean_absolute_error: 59.1409 Epoch 4555/5000 148/148 [==============================] - 0s 34us/step - loss: 3325.6521 - mean_absolute_error: 40.7731 - val_loss: 7940.2811 - val_mean_absolute_error: 59.1399 Epoch 4556/5000 148/148 [==============================] - 0s 34us/step - loss: 3325.1584 - mean_absolute_error: 40.7697 - val_loss: 7940.1163 - val_mean_absolute_error: 59.1391 Epoch 4557/5000 148/148 [==============================] - 0s 41us/step - loss: 3324.6648 - mean_absolute_error: 40.7662 - val_loss: 7940.0775 - val_mean_absolute_error: 59.1384 Epoch 4558/5000 148/148 [==============================] - 0s 34us/step - loss: 3324.1477 - mean_absolute_error: 40.7623 - val_loss: 7940.0676 - val_mean_absolute_error: 59.1376 Epoch 4559/5000 148/148 [==============================] - 0s 27us/step - loss: 3323.6418 - mean_absolute_error: 40.7584 - val_loss: 7939.9455 - val_mean_absolute_error: 59.1365 Epoch 4560/5000 148/148 [==============================] - 0s 27us/step - loss: 3323.1426 - mean_absolute_error: 40.7547 - val_loss: 7939.6493 - val_mean_absolute_error: 59.1347 Epoch 4561/5000 148/148 [==============================] - 0s 34us/step - loss: 3322.6440 - mean_absolute_error: 40.7515 - val_loss: 7939.3342 - val_mean_absolute_error: 59.1329 Epoch 4562/5000 148/148 [==============================] - 0s 27us/step - loss: 3322.1553 - mean_absolute_error: 40.7483 - val_loss: 7939.1116 - val_mean_absolute_error: 59.1312 Epoch 4563/5000 148/148 [==============================] - 0s 27us/step - loss: 3321.6523 - mean_absolute_error: 40.7447 - val_loss: 7938.9989 - val_mean_absolute_error: 59.1298 Epoch 4564/5000 148/148 [==============================] - 0s 34us/step - loss: 3321.1553 - mean_absolute_error: 40.7407 - val_loss: 7938.8343 - val_mean_absolute_error: 59.1282 Epoch 4565/5000 148/148 [==============================] - 0s 34us/step - loss: 3320.6570 - mean_absolute_error: 40.7370 - val_loss: 7938.6321 - val_mean_absolute_error: 59.1266 Epoch 4566/5000 148/148 [==============================] - 0s 34us/step - loss: 3320.1543 - mean_absolute_error: 40.7334 - val_loss: 7938.3829 - val_mean_absolute_error: 59.1247 Epoch 4567/5000 148/148 [==============================] - 0s 27us/step - loss: 3319.6589 - mean_absolute_error: 40.7300 - val_loss: 7938.2062 - val_mean_absolute_error: 59.1228 Epoch 4568/5000 148/148 [==============================] - 0s 34us/step - loss: 3319.1841 - mean_absolute_error: 40.7263 - val_loss: 7937.9891 - val_mean_absolute_error: 59.1208 Epoch 4569/5000 148/148 [==============================] - 0s 41us/step - loss: 3318.6782 - mean_absolute_error: 40.7227 - val_loss: 7937.7825 - val_mean_absolute_error: 59.1189 Epoch 4570/5000 148/148 [==============================] - 0s 41us/step - loss: 3318.1794 - mean_absolute_error: 40.7190 - val_loss: 7937.5604 - val_mean_absolute_error: 59.1170 Epoch 4571/5000 148/148 [==============================] - 0s 41us/step - loss: 3317.6897 - mean_absolute_error: 40.7153 - val_loss: 7937.3222 - val_mean_absolute_error: 59.1152 Epoch 4572/5000 148/148 [==============================] - 0s 47us/step - loss: 3317.1960 - mean_absolute_error: 40.7119 - val_loss: 7937.0896 - val_mean_absolute_error: 59.1134 Epoch 4573/5000 148/148 [==============================] - 0s 88us/step - loss: 3316.6973 - mean_absolute_error: 40.7084 - val_loss: 7936.9127 - val_mean_absolute_error: 59.1115 Epoch 4574/5000 148/148 [==============================] - 0s 34us/step - loss: 3316.2039 - mean_absolute_error: 40.7047 - val_loss: 7936.7767 - val_mean_absolute_error: 59.1098 Epoch 4575/5000 148/148 [==============================] - 0s 61us/step - loss: 3315.7026 - mean_absolute_error: 40.7010 - val_loss: 7936.6029 - val_mean_absolute_error: 59.1082 Epoch 4576/5000 148/148 [==============================] - 0s 81us/step - loss: 3315.2024 - mean_absolute_error: 40.6976 - val_loss: 7936.4410 - val_mean_absolute_error: 59.1068 Epoch 4577/5000 148/148 [==============================] - 0s 68us/step - loss: 3314.7085 - mean_absolute_error: 40.6941 - val_loss: 7936.3300 - val_mean_absolute_error: 59.1056 Epoch 4578/5000 148/148 [==============================] - 0s 68us/step - loss: 3314.2139 - mean_absolute_error: 40.6905 - val_loss: 7936.2421 - val_mean_absolute_error: 59.1044 Epoch 4579/5000 148/148 [==============================] - 0s 47us/step - loss: 3313.7388 - mean_absolute_error: 40.6867 - val_loss: 7936.0999 - val_mean_absolute_error: 59.1030 Epoch 4580/5000 148/148 [==============================] - 0s 34us/step - loss: 3313.2488 - mean_absolute_error: 40.6830 - val_loss: 7935.8150 - val_mean_absolute_error: 59.1011 Epoch 4581/5000 148/148 [==============================] - 0s 41us/step - loss: 3312.7339 - mean_absolute_error: 40.6797 - val_loss: 7935.4878 - val_mean_absolute_error: 59.0990 Epoch 4582/5000 148/148 [==============================] - 0s 34us/step - loss: 3312.2363 - mean_absolute_error: 40.6767 - val_loss: 7935.2959 - val_mean_absolute_error: 59.0973 Epoch 4583/5000 148/148 [==============================] - 0s 47us/step - loss: 3311.7463 - mean_absolute_error: 40.6733 - val_loss: 7935.2450 - val_mean_absolute_error: 59.0960 Epoch 4584/5000 148/148 [==============================] - 0s 101us/step - loss: 3311.2490 - mean_absolute_error: 40.6694 - val_loss: 7935.1907 - val_mean_absolute_error: 59.0949 Epoch 4585/5000 148/148 [==============================] - 0s 68us/step - loss: 3310.7524 - mean_absolute_error: 40.6657 - val_loss: 7935.0314 - val_mean_absolute_error: 59.0934 Epoch 4586/5000 148/148 [==============================] - 0s 41us/step - loss: 3310.2759 - mean_absolute_error: 40.6623 - val_loss: 7934.8340 - val_mean_absolute_error: 59.0919 Epoch 4587/5000 148/148 [==============================] - 0s 34us/step - loss: 3309.7878 - mean_absolute_error: 40.6589 - val_loss: 7934.6406 - val_mean_absolute_error: 59.0901 Epoch 4588/5000 148/148 [==============================] - 0s 54us/step - loss: 3309.2773 - mean_absolute_error: 40.6552 - val_loss: 7934.4472 - val_mean_absolute_error: 59.0883 Epoch 4589/5000 148/148 [==============================] - 0s 34us/step - loss: 3308.7996 - mean_absolute_error: 40.6516 - val_loss: 7934.1394 - val_mean_absolute_error: 59.0863 Epoch 4590/5000 148/148 [==============================] - 0s 41us/step - loss: 3308.3254 - mean_absolute_error: 40.6485 - val_loss: 7933.8865 - val_mean_absolute_error: 59.0845 Epoch 4591/5000 148/148 [==============================] - 0s 41us/step - loss: 3307.8308 - mean_absolute_error: 40.6453 - val_loss: 7933.6787 - val_mean_absolute_error: 59.0831 Epoch 4592/5000 148/148 [==============================] - 0s 34us/step - loss: 3307.3240 - mean_absolute_error: 40.6420 - val_loss: 7933.5876 - val_mean_absolute_error: 59.0821 Epoch 4593/5000 148/148 [==============================] - 0s 34us/step - loss: 3306.8354 - mean_absolute_error: 40.6383 - val_loss: 7933.5740 - val_mean_absolute_error: 59.0813 Epoch 4594/5000 148/148 [==============================] - 0s 41us/step - loss: 3306.3369 - mean_absolute_error: 40.6344 - val_loss: 7933.4826 - val_mean_absolute_error: 59.0801 Epoch 4595/5000 148/148 [==============================] - 0s 34us/step - loss: 3305.8467 - mean_absolute_error: 40.6308 - val_loss: 7933.2827 - val_mean_absolute_error: 59.0787 Epoch 4596/5000 148/148 [==============================] - 0s 88us/step - loss: 3305.3643 - mean_absolute_error: 40.6277 - val_loss: 7933.0661 - val_mean_absolute_error: 59.0774 Epoch 4597/5000 148/148 [==============================] - 0s 41us/step - loss: 3304.8730 - mean_absolute_error: 40.6246 - val_loss: 7932.9031 - val_mean_absolute_error: 59.0763 Epoch 4598/5000 148/148 [==============================] - 0s 61us/step - loss: 3304.3708 - mean_absolute_error: 40.6213 - val_loss: 7932.8278 - val_mean_absolute_error: 59.0754 Epoch 4599/5000 148/148 [==============================] - 0s 61us/step - loss: 3303.8950 - mean_absolute_error: 40.6175 - val_loss: 7932.7306 - val_mean_absolute_error: 59.0745 Epoch 4600/5000 148/148 [==============================] - 0s 34us/step - loss: 3303.4224 - mean_absolute_error: 40.6138 - val_loss: 7932.5829 - val_mean_absolute_error: 59.0734 Epoch 4601/5000 148/148 [==============================] - 0s 27us/step - loss: 3302.9270 - mean_absolute_error: 40.6103 - val_loss: 7932.3676 - val_mean_absolute_error: 59.0720 Epoch 4602/5000 148/148 [==============================] - 0s 34us/step - loss: 3302.4160 - mean_absolute_error: 40.6070 - val_loss: 7932.1693 - val_mean_absolute_error: 59.0704 Epoch 4603/5000 148/148 [==============================] - 0s 41us/step - loss: 3301.9370 - mean_absolute_error: 40.6038 - val_loss: 7932.0432 - val_mean_absolute_error: 59.0693 Epoch 4604/5000 148/148 [==============================] - 0s 41us/step - loss: 3301.4526 - mean_absolute_error: 40.6003 - val_loss: 7931.8744 - val_mean_absolute_error: 59.0682 Epoch 4605/5000 148/148 [==============================] - 0s 34us/step - loss: 3300.9695 - mean_absolute_error: 40.5971 - val_loss: 7931.7470 - val_mean_absolute_error: 59.0672 Epoch 4606/5000 148/148 [==============================] - 0s 41us/step - loss: 3300.4678 - mean_absolute_error: 40.5936 - val_loss: 7931.7603 - val_mean_absolute_error: 59.0664 Epoch 4607/5000 148/148 [==============================] - 0s 41us/step - loss: 3299.9800 - mean_absolute_error: 40.5896 - val_loss: 7931.7808 - val_mean_absolute_error: 59.0656
<keras.callbacks.History at 0x2073e9da748>
model1 = Sequential()
model1.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model1.add(Dense(1))
model1.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
model1.fit(standardized_X,
y_train,
batch_size=148,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 2ms/step - loss: 95500.5625 - mean_absolute_error: 265.4939 - val_loss: 159858.8621 - val_mean_absolute_error: 378.2070 Epoch 2/5000 148/148 [==============================] - 0s 20us/step - loss: 95492.3281 - mean_absolute_error: 265.4837 - val_loss: 159842.9069 - val_mean_absolute_error: 378.1877 Epoch 3/5000 148/148 [==============================] - 0s 20us/step - loss: 95481.2578 - mean_absolute_error: 265.4700 - val_loss: 159826.8875 - val_mean_absolute_error: 378.1683 Epoch 4/5000 148/148 [==============================] - 0s 20us/step - loss: 95470.1953 - mean_absolute_error: 265.4563 - val_loss: 159811.7617 - val_mean_absolute_error: 378.1501 Epoch 5/5000 148/148 [==============================] - 0s 20us/step - loss: 95459.8281 - mean_absolute_error: 265.4434 - val_loss: 159795.6144 - val_mean_absolute_error: 378.1307 Epoch 6/5000 148/148 [==============================] - 0s 27us/step - loss: 95448.7266 - mean_absolute_error: 265.4297 - val_loss: 159779.4667 - val_mean_absolute_error: 378.1113 Epoch 7/5000 148/148 [==============================] - 0s 27us/step - loss: 95437.5938 - mean_absolute_error: 265.4158 - val_loss: 159763.2883 - val_mean_absolute_error: 378.0919 Epoch 8/5000 148/148 [==============================] - 0s 20us/step - loss: 95426.4219 - mean_absolute_error: 265.4020 - val_loss: 159747.0487 - val_mean_absolute_error: 378.0725 Epoch 9/5000 148/148 [==============================] - 0s 34us/step - loss: 95415.2500 - mean_absolute_error: 265.3880 - val_loss: 159730.9027 - val_mean_absolute_error: 378.0532 Epoch 10/5000 148/148 [==============================] - 0s 34us/step - loss: 95404.1953 - mean_absolute_error: 265.3742 - val_loss: 159714.5877 - val_mean_absolute_error: 378.0337 Epoch 11/5000 148/148 [==============================] - 0s 41us/step - loss: 95393.0156 - mean_absolute_error: 265.3603 - val_loss: 159698.2737 - val_mean_absolute_error: 378.0143 Epoch 12/5000 148/148 [==============================] - 0s 34us/step - loss: 95381.8438 - mean_absolute_error: 265.3463 - val_loss: 159681.9237 - val_mean_absolute_error: 377.9947 Epoch 13/5000 148/148 [==============================] - 0s 20us/step - loss: 95370.6641 - mean_absolute_error: 265.3323 - val_loss: 159665.5244 - val_mean_absolute_error: 377.9751 Epoch 14/5000 148/148 [==============================] - 0s 27us/step - loss: 95359.4531 - mean_absolute_error: 265.3183 - val_loss: 159649.0771 - val_mean_absolute_error: 377.9555 Epoch 15/5000 148/148 [==============================] - 0s 27us/step - loss: 95348.2266 - mean_absolute_error: 265.3043 - val_loss: 159632.6283 - val_mean_absolute_error: 377.9358 Epoch 16/5000 148/148 [==============================] - 0s 41us/step - loss: 95336.9922 - mean_absolute_error: 265.2903 - val_loss: 159616.2092 - val_mean_absolute_error: 377.9162 Epoch 17/5000 148/148 [==============================] - 0s 34us/step - loss: 95325.7266 - mean_absolute_error: 265.2762 - val_loss: 159599.7125 - val_mean_absolute_error: 377.8965 Epoch 18/5000 148/148 [==============================] - 0s 27us/step - loss: 95314.5000 - mean_absolute_error: 265.2620 - val_loss: 159583.0290 - val_mean_absolute_error: 377.8766 Epoch 19/5000 148/148 [==============================] - 0s 20us/step - loss: 95303.1406 - mean_absolute_error: 265.2478 - val_loss: 159566.4381 - val_mean_absolute_error: 377.8567 Epoch 20/5000 148/148 [==============================] - 0s 27us/step - loss: 95291.8516 - mean_absolute_error: 265.2336 - val_loss: 159549.8160 - val_mean_absolute_error: 377.8369 Epoch 21/5000 148/148 [==============================] - 0s 27us/step - loss: 95280.4609 - mean_absolute_error: 265.2192 - val_loss: 159532.9438 - val_mean_absolute_error: 377.8167 Epoch 22/5000 148/148 [==============================] - 0s 27us/step - loss: 95268.9219 - mean_absolute_error: 265.2047 - val_loss: 159516.1942 - val_mean_absolute_error: 377.7966 Epoch 23/5000 148/148 [==============================] - 0s 34us/step - loss: 95257.4766 - mean_absolute_error: 265.1902 - val_loss: 159499.4275 - val_mean_absolute_error: 377.7766 Epoch 24/5000 148/148 [==============================] - 0s 41us/step - loss: 95246.0547 - mean_absolute_error: 265.1756 - val_loss: 159482.4583 - val_mean_absolute_error: 377.7562 Epoch 25/5000 148/148 [==============================] - 0s 27us/step - loss: 95234.4766 - mean_absolute_error: 265.1608 - val_loss: 159465.6429 - val_mean_absolute_error: 377.7361 Epoch 26/5000 148/148 [==============================] - 0s 20us/step - loss: 95223.0000 - mean_absolute_error: 265.1461 - val_loss: 159448.7808 - val_mean_absolute_error: 377.7159 Epoch 27/5000 148/148 [==============================] - 0s 27us/step - loss: 95211.4844 - mean_absolute_error: 265.1314 - val_loss: 159431.7017 - val_mean_absolute_error: 377.6954 Epoch 28/5000 148/148 [==============================] - 0s 34us/step - loss: 95199.8281 - mean_absolute_error: 265.1164 - val_loss: 159414.7162 - val_mean_absolute_error: 377.6751 Epoch 29/5000 148/148 [==============================] - 0s 27us/step - loss: 95188.2578 - mean_absolute_error: 265.1015 - val_loss: 159397.6862 - val_mean_absolute_error: 377.6546 Epoch 30/5000 148/148 [==============================] - 0s 41us/step - loss: 95176.6406 - mean_absolute_error: 265.0866 - val_loss: 159380.4100 - val_mean_absolute_error: 377.6339 Epoch 31/5000 148/148 [==============================] - 0s 20us/step - loss: 95164.8281 - mean_absolute_error: 265.0714 - val_loss: 159363.2598 - val_mean_absolute_error: 377.6133 Epoch 32/5000 148/148 [==============================] - 0s 20us/step - loss: 95153.0781 - mean_absolute_error: 265.0562 - val_loss: 159345.8327 - val_mean_absolute_error: 377.5925 Epoch 33/5000 148/148 [==============================] - 0s 20us/step - loss: 95141.1250 - mean_absolute_error: 265.0408 - val_loss: 159328.6081 - val_mean_absolute_error: 377.5718 Epoch 34/5000 148/148 [==============================] - 0s 27us/step - loss: 95129.2891 - mean_absolute_error: 265.0255 - val_loss: 159311.1529 - val_mean_absolute_error: 377.5508 Epoch 35/5000 148/148 [==============================] - 0s 27us/step - loss: 95117.2969 - mean_absolute_error: 265.0100 - val_loss: 159293.8838 - val_mean_absolute_error: 377.5301 Epoch 36/5000 148/148 [==============================] - 0s 27us/step - loss: 95105.4375 - mean_absolute_error: 264.9946 - val_loss: 159276.6004 - val_mean_absolute_error: 377.5093 Epoch 37/5000 148/148 [==============================] - 0s 41us/step - loss: 95093.4922 - mean_absolute_error: 264.9792 - val_loss: 159259.2723 - val_mean_absolute_error: 377.4885 Epoch 38/5000 148/148 [==============================] - 0s 27us/step - loss: 95081.5078 - mean_absolute_error: 264.9638 - val_loss: 159241.8996 - val_mean_absolute_error: 377.4677 Epoch 39/5000 148/148 [==============================] - 0s 20us/step - loss: 95069.4766 - mean_absolute_error: 264.9483 - val_loss: 159224.3267 - val_mean_absolute_error: 377.4466 Epoch 40/5000 148/148 [==============================] - 0s 41us/step - loss: 95057.3047 - mean_absolute_error: 264.9325 - val_loss: 159206.8929 - val_mean_absolute_error: 377.4256 Epoch 41/5000 148/148 [==============================] - 0s 20us/step - loss: 95045.1953 - mean_absolute_error: 264.9169 - val_loss: 159189.3971 - val_mean_absolute_error: 377.4046 Epoch 42/5000 148/148 [==============================] - 0s 27us/step - loss: 95033.0312 - mean_absolute_error: 264.9011 - val_loss: 159171.8094 - val_mean_absolute_error: 377.3835 Epoch 43/5000 148/148 [==============================] - 0s 34us/step - loss: 95020.8281 - mean_absolute_error: 264.8852 - val_loss: 159154.1448 - val_mean_absolute_error: 377.3623 Epoch 44/5000 148/148 [==============================] - 0s 27us/step - loss: 95008.5781 - mean_absolute_error: 264.8692 - val_loss: 159136.3883 - val_mean_absolute_error: 377.3410 Epoch 45/5000 148/148 [==============================] - 0s 41us/step - loss: 94996.3125 - mean_absolute_error: 264.8531 - val_loss: 159118.5862 - val_mean_absolute_error: 377.3196 Epoch 46/5000 148/148 [==============================] - 0s 34us/step - loss: 94984.0312 - mean_absolute_error: 264.8370 - val_loss: 159100.7079 - val_mean_absolute_error: 377.2981 Epoch 47/5000 148/148 [==============================] - 0s 34us/step - loss: 94971.7500 - mean_absolute_error: 264.8210 - val_loss: 159082.7533 - val_mean_absolute_error: 377.2767 Epoch 48/5000 148/148 [==============================] - 0s 20us/step - loss: 94959.3828 - mean_absolute_error: 264.8048 - val_loss: 159064.7773 - val_mean_absolute_error: 377.2551 Epoch 49/5000 148/148 [==============================] - 0s 27us/step - loss: 94946.9219 - mean_absolute_error: 264.7885 - val_loss: 159046.7787 - val_mean_absolute_error: 377.2335 Epoch 50/5000 148/148 [==============================] - 0s 27us/step - loss: 94934.3984 - mean_absolute_error: 264.7721 - val_loss: 159028.6308 - val_mean_absolute_error: 377.2117 Epoch 51/5000 148/148 [==============================] - 0s 34us/step - loss: 94921.7734 - mean_absolute_error: 264.7556 - val_loss: 159010.4269 - val_mean_absolute_error: 377.1899 Epoch 52/5000 148/148 [==============================] - 0s 47us/step - loss: 94909.0781 - mean_absolute_error: 264.7390 - val_loss: 158992.1671 - val_mean_absolute_error: 377.1680 Epoch 53/5000 148/148 [==============================] - 0s 20us/step - loss: 94896.3125 - mean_absolute_error: 264.7224 - val_loss: 158973.8496 - val_mean_absolute_error: 377.1460 Epoch 54/5000 148/148 [==============================] - 0s 27us/step - loss: 94883.4766 - mean_absolute_error: 264.7056 - val_loss: 158955.4573 - val_mean_absolute_error: 377.1239 Epoch 55/5000 148/148 [==============================] - 0s 34us/step - loss: 94870.5938 - mean_absolute_error: 264.6888 - val_loss: 158936.8371 - val_mean_absolute_error: 377.1015 Epoch 56/5000 148/148 [==============================] - 0s 34us/step - loss: 94857.5078 - mean_absolute_error: 264.6718 - val_loss: 158918.2967 - val_mean_absolute_error: 377.0794 Epoch 57/5000 148/148 [==============================] - 0s 20us/step - loss: 94844.4531 - mean_absolute_error: 264.6548 - val_loss: 158899.6975 - val_mean_absolute_error: 377.0570 Epoch 58/5000 148/148 [==============================] - 0s 27us/step - loss: 94831.3359 - mean_absolute_error: 264.6378 - val_loss: 158881.0554 - val_mean_absolute_error: 377.0346 Epoch 59/5000 148/148 [==============================] - 0s 27us/step - loss: 94818.1562 - mean_absolute_error: 264.6206 - val_loss: 158862.3254 - val_mean_absolute_error: 377.0121 Epoch 60/5000 148/148 [==============================] - 0s 41us/step - loss: 94804.8750 - mean_absolute_error: 264.6034 - val_loss: 158843.5385 - val_mean_absolute_error: 376.9896 Epoch 61/5000 148/148 [==============================] - 0s 27us/step - loss: 94791.5547 - mean_absolute_error: 264.5860 - val_loss: 158824.5554 - val_mean_absolute_error: 376.9668 Epoch 62/5000 148/148 [==============================] - 0s 27us/step - loss: 94778.0391 - mean_absolute_error: 264.5685 - val_loss: 158805.6379 - val_mean_absolute_error: 376.9441 Epoch 63/5000 148/148 [==============================] - 0s 27us/step - loss: 94764.5781 - mean_absolute_error: 264.5511 - val_loss: 158786.4775 - val_mean_absolute_error: 376.9211 Epoch 64/5000 148/148 [==============================] - 0s 20us/step - loss: 94750.9844 - mean_absolute_error: 264.5335 - val_loss: 158767.4125 - val_mean_absolute_error: 376.8981 Epoch 65/5000 148/148 [==============================] - 0s 27us/step - loss: 94737.4219 - mean_absolute_error: 264.5160 - val_loss: 158748.2588 - val_mean_absolute_error: 376.8752 Epoch 66/5000 148/148 [==============================] - 0s 27us/step - loss: 94723.7891 - mean_absolute_error: 264.4984 - val_loss: 158729.1083 - val_mean_absolute_error: 376.8522 Epoch 67/5000 148/148 [==============================] - 0s 27us/step - loss: 94710.0938 - mean_absolute_error: 264.4807 - val_loss: 158709.9304 - val_mean_absolute_error: 376.8292 Epoch 68/5000 148/148 [==============================] - 0s 27us/step - loss: 94696.3594 - mean_absolute_error: 264.4630 - val_loss: 158690.6473 - val_mean_absolute_error: 376.8060 Epoch 69/5000 148/148 [==============================] - 0s 20us/step - loss: 94682.5391 - mean_absolute_error: 264.4452 - val_loss: 158671.1519 - val_mean_absolute_error: 376.7826 Epoch 70/5000 148/148 [==============================] - 0s 34us/step - loss: 94668.5938 - mean_absolute_error: 264.4273 - val_loss: 158651.7654 - val_mean_absolute_error: 376.7593 Epoch 71/5000 148/148 [==============================] - 0s 41us/step - loss: 94654.6562 - mean_absolute_error: 264.4093 - val_loss: 158632.1977 - val_mean_absolute_error: 376.7358 Epoch 72/5000 148/148 [==============================] - 0s 34us/step - loss: 94640.5391 - mean_absolute_error: 264.3910 - val_loss: 158612.6631 - val_mean_absolute_error: 376.7123 Epoch 73/5000 148/148 [==============================] - 0s 27us/step - loss: 94626.4531 - mean_absolute_error: 264.3728 - val_loss: 158593.0698 - val_mean_absolute_error: 376.6888 Epoch 74/5000 148/148 [==============================] - 0s 34us/step - loss: 94612.3047 - mean_absolute_error: 264.3544 - val_loss: 158573.3863 - val_mean_absolute_error: 376.6651 Epoch 75/5000 148/148 [==============================] - 0s 41us/step - loss: 94598.1016 - mean_absolute_error: 264.3360 - val_loss: 158553.5975 - val_mean_absolute_error: 376.6414 Epoch 76/5000 148/148 [==============================] - 0s 41us/step - loss: 94583.8281 - mean_absolute_error: 264.3174 - val_loss: 158533.7346 - val_mean_absolute_error: 376.6176 Epoch 77/5000 148/148 [==============================] - 0s 27us/step - loss: 94569.4531 - mean_absolute_error: 264.2987 - val_loss: 158513.7648 - val_mean_absolute_error: 376.5936 Epoch 78/5000 148/148 [==============================] - 0s 34us/step - loss: 94554.9844 - mean_absolute_error: 264.2799 - val_loss: 158493.7358 - val_mean_absolute_error: 376.5695 Epoch 79/5000 148/148 [==============================] - 0s 34us/step - loss: 94540.4844 - mean_absolute_error: 264.2610 - val_loss: 158473.6179 - val_mean_absolute_error: 376.5453 Epoch 80/5000 148/148 [==============================] - 0s 27us/step - loss: 94525.9531 - mean_absolute_error: 264.2421 - val_loss: 158453.4398 - val_mean_absolute_error: 376.5210 Epoch 81/5000 148/148 [==============================] - 0s 41us/step - loss: 94511.4062 - mean_absolute_error: 264.2232 - val_loss: 158433.2167 - val_mean_absolute_error: 376.4967 Epoch 82/5000 148/148 [==============================] - 0s 34us/step - loss: 94496.8047 - mean_absolute_error: 264.2042 - val_loss: 158412.9325 - val_mean_absolute_error: 376.4723 Epoch 83/5000 148/148 [==============================] - 0s 41us/step - loss: 94482.1719 - mean_absolute_error: 264.1853 - val_loss: 158392.5258 - val_mean_absolute_error: 376.4478 Epoch 84/5000 148/148 [==============================] - 0s 41us/step - loss: 94467.5000 - mean_absolute_error: 264.1663 - val_loss: 158372.0579 - val_mean_absolute_error: 376.4231 Epoch 85/5000 148/148 [==============================] - 0s 27us/step - loss: 94452.7734 - mean_absolute_error: 264.1472 - val_loss: 158351.4990 - val_mean_absolute_error: 376.3985 Epoch 86/5000 148/148 [==============================] - 0s 47us/step - loss: 94437.9844 - mean_absolute_error: 264.1280 - val_loss: 158330.8346 - val_mean_absolute_error: 376.3736 Epoch 87/5000 148/148 [==============================] - 0s 34us/step - loss: 94423.1406 - mean_absolute_error: 264.1086 - val_loss: 158310.1396 - val_mean_absolute_error: 376.3487 Epoch 88/5000 148/148 [==============================] - 0s 20us/step - loss: 94408.2266 - mean_absolute_error: 264.0892 - val_loss: 158289.3219 - val_mean_absolute_error: 376.3236 Epoch 89/5000 148/148 [==============================] - 0s 34us/step - loss: 94393.2734 - mean_absolute_error: 264.0696 - val_loss: 158268.3654 - val_mean_absolute_error: 376.2984 Epoch 90/5000 148/148 [==============================] - 0s 20us/step - loss: 94378.2812 - mean_absolute_error: 264.0498 - val_loss: 158247.3479 - val_mean_absolute_error: 376.2732 Epoch 91/5000 148/148 [==============================] - 0s 27us/step - loss: 94363.2422 - mean_absolute_error: 264.0300 - val_loss: 158226.2538 - val_mean_absolute_error: 376.2478 Epoch 92/5000 148/148 [==============================] - 0s 34us/step - loss: 94348.1953 - mean_absolute_error: 264.0101 - val_loss: 158205.0212 - val_mean_absolute_error: 376.2222 Epoch 93/5000 148/148 [==============================] - 0s 34us/step - loss: 94333.1250 - mean_absolute_error: 263.9902 - val_loss: 158183.7123 - val_mean_absolute_error: 376.1966 Epoch 94/5000 148/148 [==============================] - 0s 20us/step - loss: 94318.0234 - mean_absolute_error: 263.9703 - val_loss: 158162.3267 - val_mean_absolute_error: 376.1708 Epoch 95/5000 148/148 [==============================] - 0s 27us/step - loss: 94302.8828 - mean_absolute_error: 263.9503 - val_loss: 158140.7575 - val_mean_absolute_error: 376.1449 Epoch 96/5000 148/148 [==============================] - 0s 27us/step - loss: 94287.6094 - mean_absolute_error: 263.9302 - val_loss: 158119.2046 - val_mean_absolute_error: 376.1189 Epoch 97/5000 148/148 [==============================] - 0s 20us/step - loss: 94272.2422 - mean_absolute_error: 263.9099 - val_loss: 158097.5792 - val_mean_absolute_error: 376.0929 Epoch 98/5000 148/148 [==============================] - 0s 34us/step - loss: 94256.7109 - mean_absolute_error: 263.8893 - val_loss: 158075.8354 - val_mean_absolute_error: 376.0667 Epoch 99/5000 148/148 [==============================] - 0s 27us/step - loss: 94241.0547 - mean_absolute_error: 263.8687 - val_loss: 158054.0194 - val_mean_absolute_error: 376.0404 Epoch 100/5000 148/148 [==============================] - 0s 27us/step - loss: 94225.3281 - mean_absolute_error: 263.8478 - val_loss: 158032.1004 - val_mean_absolute_error: 376.0141 Epoch 101/5000 148/148 [==============================] - 0s 27us/step - loss: 94209.5234 - mean_absolute_error: 263.8268 - val_loss: 158010.1083 - val_mean_absolute_error: 375.9877 Epoch 102/5000 148/148 [==============================] - 0s 34us/step - loss: 94193.6719 - mean_absolute_error: 263.8058 - val_loss: 157987.9819 - val_mean_absolute_error: 375.9610 Epoch 103/5000 148/148 [==============================] - 0s 20us/step - loss: 94177.7266 - mean_absolute_error: 263.7847 - val_loss: 157965.7213 - val_mean_absolute_error: 375.9342 Epoch 104/5000 148/148 [==============================] - 0s 34us/step - loss: 94161.7109 - mean_absolute_error: 263.7635 - val_loss: 157943.3719 - val_mean_absolute_error: 375.9073 Epoch 105/5000 148/148 [==============================] - 0s 34us/step - loss: 94145.6016 - mean_absolute_error: 263.7422 - val_loss: 157920.8254 - val_mean_absolute_error: 375.8802 Epoch 106/5000 148/148 [==============================] - 0s 27us/step - loss: 94129.4141 - mean_absolute_error: 263.7207 - val_loss: 157898.1742 - val_mean_absolute_error: 375.8530 Epoch 107/5000 148/148 [==============================] - 0s 20us/step - loss: 94113.1875 - mean_absolute_error: 263.6992 - val_loss: 157875.4031 - val_mean_absolute_error: 375.8256 Epoch 108/5000 148/148 [==============================] - 0s 34us/step - loss: 94096.8984 - mean_absolute_error: 263.6776 - val_loss: 157852.5779 - val_mean_absolute_error: 375.7982 Epoch 109/5000 148/148 [==============================] - 0s 27us/step - loss: 94080.4844 - mean_absolute_error: 263.6557 - val_loss: 157829.6215 - val_mean_absolute_error: 375.7706 Epoch 110/5000 148/148 [==============================] - 0s 27us/step - loss: 94064.0234 - mean_absolute_error: 263.6337 - val_loss: 157806.6258 - val_mean_absolute_error: 375.7430 Epoch 111/5000 148/148 [==============================] - 0s 27us/step - loss: 94047.4922 - mean_absolute_error: 263.6116 - val_loss: 157783.5438 - val_mean_absolute_error: 375.7153 Epoch 112/5000 148/148 [==============================] - 0s 34us/step - loss: 94030.8750 - mean_absolute_error: 263.5894 - val_loss: 157760.3896 - val_mean_absolute_error: 375.6874 Epoch 113/5000 148/148 [==============================] - 0s 34us/step - loss: 94014.2188 - mean_absolute_error: 263.5671 - val_loss: 157737.1948 - val_mean_absolute_error: 375.6596 Epoch 114/5000 148/148 [==============================] - 0s 27us/step - loss: 93997.4766 - mean_absolute_error: 263.5446 - val_loss: 157713.8358 - val_mean_absolute_error: 375.6315 Epoch 115/5000 148/148 [==============================] - 0s 27us/step - loss: 93980.6484 - mean_absolute_error: 263.5219 - val_loss: 157690.3896 - val_mean_absolute_error: 375.6034 Epoch 116/5000 148/148 [==============================] - 0s 27us/step - loss: 93963.7734 - mean_absolute_error: 263.4992 - val_loss: 157666.8867 - val_mean_absolute_error: 375.5752 Epoch 117/5000 148/148 [==============================] - 0s 34us/step - loss: 93946.8438 - mean_absolute_error: 263.4764 - val_loss: 157643.3271 - val_mean_absolute_error: 375.5469 Epoch 118/5000 148/148 [==============================] - 0s 20us/step - loss: 93929.8203 - mean_absolute_error: 263.4535 - val_loss: 157619.6950 - val_mean_absolute_error: 375.5185 Epoch 119/5000 148/148 [==============================] - 0s 27us/step - loss: 93912.7266 - mean_absolute_error: 263.4305 - val_loss: 157595.9898 - val_mean_absolute_error: 375.4901 Epoch 120/5000 148/148 [==============================] - 0s 41us/step - loss: 93895.5703 - mean_absolute_error: 263.4074 - val_loss: 157572.2429 - val_mean_absolute_error: 375.4616 Epoch 121/5000 148/148 [==============================] - 0s 34us/step - loss: 93878.3516 - mean_absolute_error: 263.3842 - val_loss: 157548.4258 - val_mean_absolute_error: 375.4330 Epoch 122/5000 148/148 [==============================] - 0s 27us/step - loss: 93861.0781 - mean_absolute_error: 263.3608 - val_loss: 157524.5271 - val_mean_absolute_error: 375.4043 Epoch 123/5000 148/148 [==============================] - 0s 34us/step - loss: 93843.7500 - mean_absolute_error: 263.3372 - val_loss: 157500.5846 - val_mean_absolute_error: 375.3756 Epoch 124/5000 148/148 [==============================] - 0s 27us/step - loss: 93826.3672 - mean_absolute_error: 263.3135 - val_loss: 157476.5817 - val_mean_absolute_error: 375.3468 Epoch 125/5000 148/148 [==============================] - 0s 27us/step - loss: 93808.8984 - mean_absolute_error: 263.2896 - val_loss: 157452.4433 - val_mean_absolute_error: 375.3178 Epoch 126/5000 148/148 [==============================] - 0s 34us/step - loss: 93791.3281 - mean_absolute_error: 263.2654 - val_loss: 157428.3215 - val_mean_absolute_error: 375.2888 Epoch 127/5000 148/148 [==============================] - 0s 27us/step - loss: 93773.7344 - mean_absolute_error: 263.2411 - val_loss: 157404.1096 - val_mean_absolute_error: 375.2598 Epoch 128/5000 148/148 [==============================] - 0s 27us/step - loss: 93756.0703 - mean_absolute_error: 263.2167 - val_loss: 157379.8233 - val_mean_absolute_error: 375.2306 Epoch 129/5000 148/148 [==============================] - 0s 27us/step - loss: 93738.3438 - mean_absolute_error: 263.1921 - val_loss: 157355.3706 - val_mean_absolute_error: 375.2012 Epoch 130/5000 148/148 [==============================] - 0s 34us/step - loss: 93720.4766 - mean_absolute_error: 263.1673 - val_loss: 157330.9352 - val_mean_absolute_error: 375.1718 Epoch 131/5000 148/148 [==============================] - 0s 27us/step - loss: 93702.5859 - mean_absolute_error: 263.1424 - val_loss: 157306.4250 - val_mean_absolute_error: 375.1424 Epoch 132/5000 148/148 [==============================] - 0s 34us/step - loss: 93684.6328 - mean_absolute_error: 263.1174 - val_loss: 157281.7790 - val_mean_absolute_error: 375.1128 Epoch 133/5000 148/148 [==============================] - 0s 27us/step - loss: 93666.5625 - mean_absolute_error: 263.0923 - val_loss: 157257.1646 - val_mean_absolute_error: 375.0831 Epoch 134/5000 148/148 [==============================] - 0s 27us/step - loss: 93648.4766 - mean_absolute_error: 263.0671 - val_loss: 157232.3679 - val_mean_absolute_error: 375.0533 Epoch 135/5000 148/148 [==============================] - 0s 34us/step - loss: 93630.2891 - mean_absolute_error: 263.0418 - val_loss: 157207.5858 - val_mean_absolute_error: 375.0234 Epoch 136/5000 148/148 [==============================] - 0s 27us/step - loss: 93612.1016 - mean_absolute_error: 263.0164 - val_loss: 157182.7273 - val_mean_absolute_error: 374.9935 Epoch 137/5000 148/148 [==============================] - 0s 27us/step - loss: 93593.8359 - mean_absolute_error: 262.9906 - val_loss: 157157.7479 - val_mean_absolute_error: 374.9634 Epoch 138/5000 148/148 [==============================] - 0s 34us/step - loss: 93575.4609 - mean_absolute_error: 262.9646 - val_loss: 157132.7538 - val_mean_absolute_error: 374.9333 Epoch 139/5000 148/148 [==============================] - 0s 27us/step - loss: 93557.0781 - mean_absolute_error: 262.9386 - val_loss: 157107.6529 - val_mean_absolute_error: 374.9030 Epoch 140/5000 148/148 [==============================] - 0s 27us/step - loss: 93538.6328 - mean_absolute_error: 262.9126 - val_loss: 157082.3608 - val_mean_absolute_error: 374.8726 Epoch 141/5000 148/148 [==============================] - 0s 27us/step - loss: 93520.1250 - mean_absolute_error: 262.8864 - val_loss: 157056.9025 - val_mean_absolute_error: 374.8420 Epoch 142/5000 148/148 [==============================] - 0s 27us/step - loss: 93501.5156 - mean_absolute_error: 262.8600 - val_loss: 157031.3238 - val_mean_absolute_error: 374.8112 Epoch 143/5000 148/148 [==============================] - 0s 27us/step - loss: 93482.8359 - mean_absolute_error: 262.8336 - val_loss: 157005.5929 - val_mean_absolute_error: 374.7801 Epoch 144/5000 148/148 [==============================] - 0s 27us/step - loss: 93464.0234 - mean_absolute_error: 262.8069 - val_loss: 156979.8483 - val_mean_absolute_error: 374.7491 Epoch 145/5000 148/148 [==============================] - 0s 27us/step - loss: 93445.2188 - mean_absolute_error: 262.7802 - val_loss: 156954.0133 - val_mean_absolute_error: 374.7180 Epoch 146/5000 148/148 [==============================] - 0s 34us/step - loss: 93426.3672 - mean_absolute_error: 262.7535 - val_loss: 156928.0723 - val_mean_absolute_error: 374.6867 Epoch 147/5000 148/148 [==============================] - 0s 27us/step - loss: 93407.4375 - mean_absolute_error: 262.7266 - val_loss: 156901.9796 - val_mean_absolute_error: 374.6553 Epoch 148/5000 148/148 [==============================] - 0s 27us/step - loss: 93388.4609 - mean_absolute_error: 262.6996 - val_loss: 156875.7508 - val_mean_absolute_error: 374.6238 Epoch 149/5000 148/148 [==============================] - 0s 20us/step - loss: 93369.4297 - mean_absolute_error: 262.6726 - val_loss: 156849.4331 - val_mean_absolute_error: 374.5921 Epoch 150/5000 148/148 [==============================] - 0s 27us/step - loss: 93350.3750 - mean_absolute_error: 262.6454 - val_loss: 156822.9654 - val_mean_absolute_error: 374.5602 Epoch 151/5000 148/148 [==============================] - 0s 20us/step - loss: 93331.2031 - mean_absolute_error: 262.6182 - val_loss: 156796.5308 - val_mean_absolute_error: 374.5283 Epoch 152/5000 148/148 [==============================] - 0s 34us/step - loss: 93312.0391 - mean_absolute_error: 262.5910 - val_loss: 156769.9450 - val_mean_absolute_error: 374.4963 Epoch 153/5000 148/148 [==============================] - 0s 27us/step - loss: 93292.8359 - mean_absolute_error: 262.5637 - val_loss: 156743.2996 - val_mean_absolute_error: 374.4640 Epoch 154/5000 148/148 [==============================] - 0s 27us/step - loss: 93273.5859 - mean_absolute_error: 262.5363 - val_loss: 156716.5483 - val_mean_absolute_error: 374.4317 Epoch 155/5000 148/148 [==============================] - 0s 27us/step - loss: 93254.3047 - mean_absolute_error: 262.5089 - val_loss: 156689.7050 - val_mean_absolute_error: 374.3992 Epoch 156/5000 148/148 [==============================] - 0s 34us/step - loss: 93234.9609 - mean_absolute_error: 262.4814 - val_loss: 156662.7256 - val_mean_absolute_error: 374.3665 Epoch 157/5000 148/148 [==============================] - 0s 27us/step - loss: 93215.5156 - mean_absolute_error: 262.4538 - val_loss: 156635.7315 - val_mean_absolute_error: 374.3338 Epoch 158/5000 148/148 [==============================] - 0s 20us/step - loss: 93196.0781 - mean_absolute_error: 262.4262 - val_loss: 156608.6617 - val_mean_absolute_error: 374.3010 Epoch 159/5000 148/148 [==============================] - 0s 27us/step - loss: 93176.5859 - mean_absolute_error: 262.3983 - val_loss: 156581.4867 - val_mean_absolute_error: 374.2681 Epoch 160/5000 148/148 [==============================] - 0s 27us/step - loss: 93157.0312 - mean_absolute_error: 262.3704 - val_loss: 156554.1750 - val_mean_absolute_error: 374.2350 Epoch 161/5000 148/148 [==============================] - 0s 34us/step - loss: 93137.4453 - mean_absolute_error: 262.3424 - val_loss: 156526.7425 - val_mean_absolute_error: 374.2018 Epoch 162/5000 148/148 [==============================] - 0s 34us/step - loss: 93117.7812 - mean_absolute_error: 262.3143 - val_loss: 156499.2656 - val_mean_absolute_error: 374.1684 Epoch 163/5000 148/148 [==============================] - 0s 34us/step - loss: 93098.0781 - mean_absolute_error: 262.2862 - val_loss: 156471.6829 - val_mean_absolute_error: 374.1350 Epoch 164/5000 148/148 [==============================] - 0s 27us/step - loss: 93078.3047 - mean_absolute_error: 262.2580 - val_loss: 156444.0104 - val_mean_absolute_error: 374.1015 Epoch 165/5000 148/148 [==============================] - 0s 34us/step - loss: 93058.4922 - mean_absolute_error: 262.2297 - val_loss: 156416.1810 - val_mean_absolute_error: 374.0677 Epoch 166/5000 148/148 [==============================] - 0s 27us/step - loss: 93038.5781 - mean_absolute_error: 262.2012 - val_loss: 156388.2283 - val_mean_absolute_error: 374.0339 Epoch 167/5000 148/148 [==============================] - 0s 20us/step - loss: 93018.6172 - mean_absolute_error: 262.1728 - val_loss: 156360.1721 - val_mean_absolute_error: 373.9999 Epoch 168/5000 148/148 [==============================] - 0s 27us/step - loss: 92998.5547 - mean_absolute_error: 262.1441 - val_loss: 156332.0727 - val_mean_absolute_error: 373.9659 Epoch 169/5000 148/148 [==============================] - 0s 34us/step - loss: 92978.5000 - mean_absolute_error: 262.1155 - val_loss: 156303.9312 - val_mean_absolute_error: 373.9318 Epoch 170/5000 148/148 [==============================] - 0s 34us/step - loss: 92958.3984 - mean_absolute_error: 262.0868 - val_loss: 156275.7171 - val_mean_absolute_error: 373.8976 Epoch 171/5000 148/148 [==============================] - 0s 27us/step - loss: 92938.2500 - mean_absolute_error: 262.0580 - val_loss: 156247.4602 - val_mean_absolute_error: 373.8634 Epoch 172/5000 148/148 [==============================] - 0s 34us/step - loss: 92918.0391 - mean_absolute_error: 262.0291 - val_loss: 156219.0825 - val_mean_absolute_error: 373.8289 Epoch 173/5000 148/148 [==============================] - 0s 34us/step - loss: 92897.7812 - mean_absolute_error: 262.0001 - val_loss: 156190.6458 - val_mean_absolute_error: 373.7945 Epoch 174/5000 148/148 [==============================] - 0s 27us/step - loss: 92877.4766 - mean_absolute_error: 261.9710 - val_loss: 156162.0575 - val_mean_absolute_error: 373.7598 Epoch 175/5000 148/148 [==============================] - 0s 34us/step - loss: 92857.0703 - mean_absolute_error: 261.9417 - val_loss: 156133.4558 - val_mean_absolute_error: 373.7251 Epoch 176/5000 148/148 [==============================] - 0s 34us/step - loss: 92836.6484 - mean_absolute_error: 261.9124 - val_loss: 156104.8254 - val_mean_absolute_error: 373.6904 Epoch 177/5000 148/148 [==============================] - 0s 20us/step - loss: 92816.1953 - mean_absolute_error: 261.8831 - val_loss: 156076.1508 - val_mean_absolute_error: 373.6556 Epoch 178/5000 148/148 [==============================] - 0s 41us/step - loss: 92795.6719 - mean_absolute_error: 261.8536 - val_loss: 156047.2150 - val_mean_absolute_error: 373.6205 Epoch 179/5000 148/148 [==============================] - 0s 27us/step - loss: 92775.0078 - mean_absolute_error: 261.8239 - val_loss: 156018.2548 - val_mean_absolute_error: 373.5853 Epoch 180/5000 148/148 [==============================] - 0s 27us/step - loss: 92754.3594 - mean_absolute_error: 261.7940 - val_loss: 155989.0954 - val_mean_absolute_error: 373.5499 Epoch 181/5000 148/148 [==============================] - 0s 34us/step - loss: 92733.6016 - mean_absolute_error: 261.7641 - val_loss: 155959.8910 - val_mean_absolute_error: 373.5144 Epoch 182/5000 148/148 [==============================] - 0s 20us/step - loss: 92712.8516 - mean_absolute_error: 261.7343 - val_loss: 155930.6265 - val_mean_absolute_error: 373.4789 Epoch 183/5000 148/148 [==============================] - 0s 34us/step - loss: 92692.0547 - mean_absolute_error: 261.7043 - val_loss: 155901.1779 - val_mean_absolute_error: 373.4432 Epoch 184/5000 148/148 [==============================] - 0s 27us/step - loss: 92671.2109 - mean_absolute_error: 261.6742 - val_loss: 155871.6529 - val_mean_absolute_error: 373.4073 Epoch 185/5000 148/148 [==============================] - 0s 27us/step - loss: 92650.3125 - mean_absolute_error: 261.6440 - val_loss: 155841.9438 - val_mean_absolute_error: 373.3712 Epoch 186/5000 148/148 [==============================] - 0s 20us/step - loss: 92629.3594 - mean_absolute_error: 261.6137 - val_loss: 155812.0356 - val_mean_absolute_error: 373.3349 Epoch 187/5000 148/148 [==============================] - 0s 27us/step - loss: 92608.3047 - mean_absolute_error: 261.5834 - val_loss: 155782.1131 - val_mean_absolute_error: 373.2985 Epoch 188/5000 148/148 [==============================] - 0s 34us/step - loss: 92587.2266 - mean_absolute_error: 261.5530 - val_loss: 155752.0846 - val_mean_absolute_error: 373.2621 Epoch 189/5000 148/148 [==============================] - 0s 34us/step - loss: 92566.1094 - mean_absolute_error: 261.5226 - val_loss: 155721.9777 - val_mean_absolute_error: 373.2255 Epoch 190/5000 148/148 [==============================] - 0s 27us/step - loss: 92544.9141 - mean_absolute_error: 261.4920 - val_loss: 155691.7433 - val_mean_absolute_error: 373.1888 Epoch 191/5000 148/148 [==============================] - 0s 27us/step - loss: 92523.6250 - mean_absolute_error: 261.4614 - val_loss: 155661.3867 - val_mean_absolute_error: 373.1519 Epoch 192/5000 148/148 [==============================] - 0s 27us/step - loss: 92502.2266 - mean_absolute_error: 261.4307 - val_loss: 155630.8944 - val_mean_absolute_error: 373.1149 Epoch 193/5000 148/148 [==============================] - 0s 27us/step - loss: 92480.7500 - mean_absolute_error: 261.3999 - val_loss: 155600.3112 - val_mean_absolute_error: 373.0778 Epoch 194/5000 148/148 [==============================] - 0s 20us/step - loss: 92459.2031 - mean_absolute_error: 261.3689 - val_loss: 155569.6071 - val_mean_absolute_error: 373.0405 Epoch 195/5000 148/148 [==============================] - 0s 34us/step - loss: 92437.6094 - mean_absolute_error: 261.3380 - val_loss: 155538.6740 - val_mean_absolute_error: 373.0029 Epoch 196/5000 148/148 [==============================] - 0s 34us/step - loss: 92415.8828 - mean_absolute_error: 261.3068 - val_loss: 155507.6958 - val_mean_absolute_error: 372.9653 Epoch 197/5000 148/148 [==============================] - 0s 20us/step - loss: 92394.1641 - mean_absolute_error: 261.2757 - val_loss: 155476.6271 - val_mean_absolute_error: 372.9276 Epoch 198/5000 148/148 [==============================] - 0s 27us/step - loss: 92372.3750 - mean_absolute_error: 261.2445 - val_loss: 155445.4525 - val_mean_absolute_error: 372.8898 Epoch 199/5000 148/148 [==============================] - 0s 27us/step - loss: 92350.5000 - mean_absolute_error: 261.2132 - val_loss: 155414.2023 - val_mean_absolute_error: 372.8518 Epoch 200/5000 148/148 [==============================] - 0s 34us/step - loss: 92328.5859 - mean_absolute_error: 261.1817 - val_loss: 155382.8617 - val_mean_absolute_error: 372.8138 Epoch 201/5000 148/148 [==============================] - 0s 27us/step - loss: 92306.6094 - mean_absolute_error: 261.1503 - val_loss: 155351.4769 - val_mean_absolute_error: 372.7757 Epoch 202/5000 148/148 [==============================] - 0s 27us/step - loss: 92284.5781 - mean_absolute_error: 261.1187 - val_loss: 155319.9865 - val_mean_absolute_error: 372.7375 Epoch 203/5000 148/148 [==============================] - 0s 27us/step - loss: 92262.4766 - mean_absolute_error: 261.0870 - val_loss: 155288.3594 - val_mean_absolute_error: 372.6991 Epoch 204/5000 148/148 [==============================] - 0s 34us/step - loss: 92240.2578 - mean_absolute_error: 261.0552 - val_loss: 155256.7188 - val_mean_absolute_error: 372.6607 Epoch 205/5000 148/148 [==============================] - 0s 34us/step - loss: 92218.0078 - mean_absolute_error: 261.0233 - val_loss: 155224.9562 - val_mean_absolute_error: 372.6223 Epoch 206/5000 148/148 [==============================] - 0s 34us/step - loss: 92195.6719 - mean_absolute_error: 260.9914 - val_loss: 155193.0619 - val_mean_absolute_error: 372.5835 Epoch 207/5000 148/148 [==============================] - 0s 20us/step - loss: 92173.2266 - mean_absolute_error: 260.9593 - val_loss: 155161.0156 - val_mean_absolute_error: 372.5446 Epoch 208/5000 148/148 [==============================] - 0s 27us/step - loss: 92150.6875 - mean_absolute_error: 260.9271 - val_loss: 155128.9088 - val_mean_absolute_error: 372.5057 Epoch 209/5000 148/148 [==============================] - 0s 34us/step - loss: 92128.0547 - mean_absolute_error: 260.8948 - val_loss: 155096.6638 - val_mean_absolute_error: 372.4666 Epoch 210/5000 148/148 [==============================] - 0s 27us/step - loss: 92105.3281 - mean_absolute_error: 260.8623 - val_loss: 155064.3292 - val_mean_absolute_error: 372.4274 Epoch 211/5000 148/148 [==============================] - 0s 20us/step - loss: 92082.5234 - mean_absolute_error: 260.8298 - val_loss: 155031.8417 - val_mean_absolute_error: 372.3880 Epoch 212/5000 148/148 [==============================] - 0s 27us/step - loss: 92059.6328 - mean_absolute_error: 260.7971 - val_loss: 154999.3417 - val_mean_absolute_error: 372.3486 Epoch 213/5000 148/148 [==============================] - 0s 27us/step - loss: 92036.6797 - mean_absolute_error: 260.7644 - val_loss: 154966.7517 - val_mean_absolute_error: 372.3091 Epoch 214/5000 148/148 [==============================] - 0s 34us/step - loss: 92013.6875 - mean_absolute_error: 260.7317 - val_loss: 154934.1023 - val_mean_absolute_error: 372.2695 Epoch 215/5000 148/148 [==============================] - 0s 34us/step - loss: 91990.6250 - mean_absolute_error: 260.6987 - val_loss: 154901.3010 - val_mean_absolute_error: 372.2297 Epoch 216/5000 148/148 [==============================] - 0s 27us/step - loss: 91967.4219 - mean_absolute_error: 260.6656 - val_loss: 154868.4552 - val_mean_absolute_error: 372.1899 Epoch 217/5000 148/148 [==============================] - 0s 20us/step - loss: 91944.2031 - mean_absolute_error: 260.6325 - val_loss: 154835.4413 - val_mean_absolute_error: 372.1498 Epoch 218/5000 148/148 [==============================] - 0s 41us/step - loss: 91920.8906 - mean_absolute_error: 260.5993 - val_loss: 154802.3675 - val_mean_absolute_error: 372.1097 Epoch 219/5000 148/148 [==============================] - 0s 27us/step - loss: 91897.5703 - mean_absolute_error: 260.5661 - val_loss: 154769.2183 - val_mean_absolute_error: 372.0694 Epoch 220/5000 148/148 [==============================] - 0s 27us/step - loss: 91874.1953 - mean_absolute_error: 260.5327 - val_loss: 154735.9621 - val_mean_absolute_error: 372.0291 Epoch 221/5000 148/148 [==============================] - 0s 41us/step - loss: 91850.7734 - mean_absolute_error: 260.4993 - val_loss: 154702.6608 - val_mean_absolute_error: 371.9887 Epoch 222/5000 148/148 [==============================] - 0s 34us/step - loss: 91827.2656 - mean_absolute_error: 260.4658 - val_loss: 154669.2835 - val_mean_absolute_error: 371.9482 Epoch 223/5000 148/148 [==============================] - 0s 27us/step - loss: 91803.6719 - mean_absolute_error: 260.4321 - val_loss: 154635.8460 - val_mean_absolute_error: 371.9076 Epoch 224/5000 148/148 [==============================] - 0s 27us/step - loss: 91780.0391 - mean_absolute_error: 260.3984 - val_loss: 154602.2396 - val_mean_absolute_error: 371.8667 Epoch 225/5000 148/148 [==============================] - 0s 20us/step - loss: 91756.2812 - mean_absolute_error: 260.3646 - val_loss: 154568.6033 - val_mean_absolute_error: 371.8259 Epoch 226/5000 148/148 [==============================] - 0s 20us/step - loss: 91732.5234 - mean_absolute_error: 260.3306 - val_loss: 154534.8600 - val_mean_absolute_error: 371.7849 Epoch 227/5000 148/148 [==============================] - 0s 27us/step - loss: 91708.6484 - mean_absolute_error: 260.2964 - val_loss: 154501.0242 - val_mean_absolute_error: 371.7438 Epoch 228/5000 148/148 [==============================] - 0s 20us/step - loss: 91684.7031 - mean_absolute_error: 260.2622 - val_loss: 154467.1112 - val_mean_absolute_error: 371.7026 Epoch 229/5000 148/148 [==============================] - 0s 34us/step - loss: 91660.7500 - mean_absolute_error: 260.2279 - val_loss: 154433.1219 - val_mean_absolute_error: 371.6613 Epoch 230/5000 148/148 [==============================] - 0s 27us/step - loss: 91636.7422 - mean_absolute_error: 260.1934 - val_loss: 154399.0867 - val_mean_absolute_error: 371.6200 Epoch 231/5000 148/148 [==============================] - 0s 27us/step - loss: 91612.6562 - mean_absolute_error: 260.1588 - val_loss: 154365.0054 - val_mean_absolute_error: 371.5785 Epoch 232/5000 148/148 [==============================] - 0s 27us/step - loss: 91588.4844 - mean_absolute_error: 260.1241 - val_loss: 154330.8479 - val_mean_absolute_error: 371.5370 Epoch 233/5000 148/148 [==============================] - 0s 20us/step - loss: 91564.2734 - mean_absolute_error: 260.0892 - val_loss: 154296.6442 - val_mean_absolute_error: 371.4954 Epoch 234/5000 148/148 [==============================] - 0s 27us/step - loss: 91539.9844 - mean_absolute_error: 260.0542 - val_loss: 154262.3792 - val_mean_absolute_error: 371.4538 Epoch 235/5000 148/148 [==============================] - 0s 34us/step - loss: 91515.6328 - mean_absolute_error: 260.0192 - val_loss: 154228.0069 - val_mean_absolute_error: 371.4120 Epoch 236/5000 148/148 [==============================] - 0s 27us/step - loss: 91491.1641 - mean_absolute_error: 259.9839 - val_loss: 154193.6346 - val_mean_absolute_error: 371.3702 Epoch 237/5000 148/148 [==============================] - 0s 27us/step - loss: 91466.6875 - mean_absolute_error: 259.9485 - val_loss: 154159.2008 - val_mean_absolute_error: 371.3284 Epoch 238/5000 148/148 [==============================] - 0s 27us/step - loss: 91442.1406 - mean_absolute_error: 259.9130 - val_loss: 154124.6904 - val_mean_absolute_error: 371.2864 Epoch 239/5000 148/148 [==============================] - 0s 20us/step - loss: 91417.5312 - mean_absolute_error: 259.8773 - val_loss: 154090.1492 - val_mean_absolute_error: 371.2444 Epoch 240/5000 148/148 [==============================] - 0s 27us/step - loss: 91392.8516 - mean_absolute_error: 259.8416 - val_loss: 154055.4858 - val_mean_absolute_error: 371.2023 Epoch 241/5000 148/148 [==============================] - 0s 27us/step - loss: 91368.0703 - mean_absolute_error: 259.8058 - val_loss: 154020.8079 - val_mean_absolute_error: 371.1600 Epoch 242/5000 148/148 [==============================] - 0s 34us/step - loss: 91343.2812 - mean_absolute_error: 259.7699 - val_loss: 153986.0533 - val_mean_absolute_error: 371.1178 Epoch 243/5000 148/148 [==============================] - 0s 34us/step - loss: 91318.4453 - mean_absolute_error: 259.7339 - val_loss: 153951.1767 - val_mean_absolute_error: 371.0754 Epoch 244/5000 148/148 [==============================] - 0s 27us/step - loss: 91293.5000 - mean_absolute_error: 259.6978 - val_loss: 153916.3163 - val_mean_absolute_error: 371.0330 Epoch 245/5000 148/148 [==============================] - 0s 20us/step - loss: 91268.5625 - mean_absolute_error: 259.6618 - val_loss: 153881.3033 - val_mean_absolute_error: 370.9903 Epoch 246/5000 148/148 [==============================] - 0s 20us/step - loss: 91243.5234 - mean_absolute_error: 259.6255 - val_loss: 153846.2142 - val_mean_absolute_error: 370.9476 Epoch 247/5000 148/148 [==============================] - 0s 27us/step - loss: 91218.4375 - mean_absolute_error: 259.5892 - val_loss: 153811.1263 - val_mean_absolute_error: 370.9049 Epoch 248/5000 148/148 [==============================] - 0s 41us/step - loss: 91193.3281 - mean_absolute_error: 259.5528 - val_loss: 153775.9775 - val_mean_absolute_error: 370.8620 Epoch 249/5000 148/148 [==============================] - 0s 27us/step - loss: 91168.1562 - mean_absolute_error: 259.5163 - val_loss: 153740.7371 - val_mean_absolute_error: 370.8191 Epoch 250/5000 148/148 [==============================] - 0s 27us/step - loss: 91142.9219 - mean_absolute_error: 259.4797 - val_loss: 153705.4204 - val_mean_absolute_error: 370.7760 Epoch 251/5000 148/148 [==============================] - 0s 20us/step - loss: 91117.6250 - mean_absolute_error: 259.4431 - val_loss: 153670.0129 - val_mean_absolute_error: 370.7328 Epoch 252/5000 148/148 [==============================] - 0s 34us/step - loss: 91092.2500 - mean_absolute_error: 259.4062 - val_loss: 153634.5608 - val_mean_absolute_error: 370.6896 Epoch 253/5000 148/148 [==============================] - 0s 27us/step - loss: 91066.8203 - mean_absolute_error: 259.3692 - val_loss: 153598.9713 - val_mean_absolute_error: 370.6462 Epoch 254/5000 148/148 [==============================] - 0s 27us/step - loss: 91041.3281 - mean_absolute_error: 259.3321 - val_loss: 153563.2902 - val_mean_absolute_error: 370.6026 Epoch 255/5000 148/148 [==============================] - 0s 27us/step - loss: 91015.7734 - mean_absolute_error: 259.2950 - val_loss: 153527.5492 - val_mean_absolute_error: 370.5590 Epoch 256/5000 148/148 [==============================] - 0s 34us/step - loss: 90990.1719 - mean_absolute_error: 259.2577 - val_loss: 153491.7317 - val_mean_absolute_error: 370.5153 Epoch 257/5000 148/148 [==============================] - 0s 34us/step - loss: 90964.5156 - mean_absolute_error: 259.2205 - val_loss: 153455.7765 - val_mean_absolute_error: 370.4714 Epoch 258/5000 148/148 [==============================] - 0s 54us/step - loss: 90938.7500 - mean_absolute_error: 259.1830 - val_loss: 153419.7154 - val_mean_absolute_error: 370.4274 Epoch 259/5000 148/148 [==============================] - 0s 34us/step - loss: 90912.9297 - mean_absolute_error: 259.1455 - val_loss: 153383.6404 - val_mean_absolute_error: 370.3833 Epoch 260/5000 148/148 [==============================] - 0s 27us/step - loss: 90887.1016 - mean_absolute_error: 259.1079 - val_loss: 153347.4433 - val_mean_absolute_error: 370.3391 Epoch 261/5000 148/148 [==============================] - 0s 34us/step - loss: 90861.2031 - mean_absolute_error: 259.0703 - val_loss: 153311.1873 - val_mean_absolute_error: 370.2948 Epoch 262/5000 148/148 [==============================] - 0s 41us/step - loss: 90835.2422 - mean_absolute_error: 259.0325 - val_loss: 153274.8254 - val_mean_absolute_error: 370.2504 Epoch 263/5000 148/148 [==============================] - 0s 34us/step - loss: 90809.2266 - mean_absolute_error: 258.9947 - val_loss: 153238.4042 - val_mean_absolute_error: 370.2059 Epoch 264/5000 148/148 [==============================] - 0s 34us/step - loss: 90783.1719 - mean_absolute_error: 258.9568 - val_loss: 153201.9229 - val_mean_absolute_error: 370.1612 Epoch 265/5000 148/148 [==============================] - 0s 27us/step - loss: 90757.0391 - mean_absolute_error: 258.9189 - val_loss: 153165.3196 - val_mean_absolute_error: 370.1164 Epoch 266/5000 148/148 [==============================] - 0s 41us/step - loss: 90730.8438 - mean_absolute_error: 258.8808 - val_loss: 153128.5804 - val_mean_absolute_error: 370.0715 Epoch 267/5000 148/148 [==============================] - 0s 41us/step - loss: 90704.5469 - mean_absolute_error: 258.8425 - val_loss: 153091.7662 - val_mean_absolute_error: 370.0264 Epoch 268/5000 148/148 [==============================] - 0s 34us/step - loss: 90678.2344 - mean_absolute_error: 258.8043 - val_loss: 153054.8921 - val_mean_absolute_error: 369.9813 Epoch 269/5000 148/148 [==============================] - 0s 41us/step - loss: 90651.8516 - mean_absolute_error: 258.7659 - val_loss: 153017.8967 - val_mean_absolute_error: 369.9360 Epoch 270/5000 148/148 [==============================] - 0s 34us/step - loss: 90625.3594 - mean_absolute_error: 258.7274 - val_loss: 152980.7796 - val_mean_absolute_error: 369.8906 Epoch 271/5000 148/148 [==============================] - 0s 41us/step - loss: 90598.7734 - mean_absolute_error: 258.6888 - val_loss: 152943.5408 - val_mean_absolute_error: 369.8450 Epoch 272/5000 148/148 [==============================] - 0s 34us/step - loss: 90572.1328 - mean_absolute_error: 258.6501 - val_loss: 152906.0875 - val_mean_absolute_error: 369.7991 Epoch 273/5000 148/148 [==============================] - 0s 27us/step - loss: 90545.3828 - mean_absolute_error: 258.6112 - val_loss: 152868.5738 - val_mean_absolute_error: 369.7532 Epoch 274/5000 148/148 [==============================] - 0s 34us/step - loss: 90518.6250 - mean_absolute_error: 258.5723 - val_loss: 152830.9071 - val_mean_absolute_error: 369.7072 Epoch 275/5000 148/148 [==============================] - 0s 34us/step - loss: 90491.8125 - mean_absolute_error: 258.5333 - val_loss: 152793.1800 - val_mean_absolute_error: 369.6609 Epoch 276/5000 148/148 [==============================] - 0s 34us/step - loss: 90464.9219 - mean_absolute_error: 258.4942 - val_loss: 152755.3008 - val_mean_absolute_error: 369.6146 Epoch 277/5000 148/148 [==============================] - 0s 41us/step - loss: 90437.9609 - mean_absolute_error: 258.4550 - val_loss: 152717.3154 - val_mean_absolute_error: 369.5681 Epoch 278/5000 148/148 [==============================] - 0s 41us/step - loss: 90410.9453 - mean_absolute_error: 258.4157 - val_loss: 152679.1933 - val_mean_absolute_error: 369.5214 Epoch 279/5000 148/148 [==============================] - 0s 41us/step - loss: 90383.8594 - mean_absolute_error: 258.3763 - val_loss: 152640.9646 - val_mean_absolute_error: 369.4746 Epoch 280/5000 148/148 [==============================] - 0s 34us/step - loss: 90356.7266 - mean_absolute_error: 258.3369 - val_loss: 152602.5835 - val_mean_absolute_error: 369.4276 Epoch 281/5000 148/148 [==============================] - 0s 34us/step - loss: 90329.5078 - mean_absolute_error: 258.2973 - val_loss: 152564.0804 - val_mean_absolute_error: 369.3805 Epoch 282/5000 148/148 [==============================] - 0s 27us/step - loss: 90302.2266 - mean_absolute_error: 258.2577 - val_loss: 152525.5471 - val_mean_absolute_error: 369.3333 Epoch 283/5000 148/148 [==============================] - 0s 41us/step - loss: 90274.9453 - mean_absolute_error: 258.2180 - val_loss: 152486.9227 - val_mean_absolute_error: 369.2860 Epoch 284/5000 148/148 [==============================] - 0s 41us/step - loss: 90247.6094 - mean_absolute_error: 258.1783 - val_loss: 152448.1606 - val_mean_absolute_error: 369.2385 Epoch 285/5000 148/148 [==============================] - 0s 27us/step - loss: 90220.1719 - mean_absolute_error: 258.1384 - val_loss: 152409.3529 - val_mean_absolute_error: 369.1909 Epoch 286/5000 148/148 [==============================] - 0s 27us/step - loss: 90192.7188 - mean_absolute_error: 258.0985 - val_loss: 152370.4535 - val_mean_absolute_error: 369.1433 Epoch 287/5000 148/148 [==============================] - 0s 34us/step - loss: 90165.2188 - mean_absolute_error: 258.0585 - val_loss: 152331.4319 - val_mean_absolute_error: 369.0954 Epoch 288/5000 148/148 [==============================] - 0s 27us/step - loss: 90137.5781 - mean_absolute_error: 258.0183 - val_loss: 152292.3808 - val_mean_absolute_error: 369.0475 Epoch 289/5000 148/148 [==============================] - 0s 27us/step - loss: 90109.9453 - mean_absolute_error: 257.9781 - val_loss: 152253.2081 - val_mean_absolute_error: 368.9995 Epoch 290/5000 148/148 [==============================] - 0s 41us/step - loss: 90082.2109 - mean_absolute_error: 257.9379 - val_loss: 152213.8992 - val_mean_absolute_error: 368.9513 Epoch 291/5000 148/148 [==============================] - 0s 27us/step - loss: 90054.3594 - mean_absolute_error: 257.8973 - val_loss: 152174.4850 - val_mean_absolute_error: 368.9031 Epoch 292/5000 148/148 [==============================] - 0s 34us/step - loss: 90026.4141 - mean_absolute_error: 257.8567 - val_loss: 152135.0883 - val_mean_absolute_error: 368.8547 Epoch 293/5000 148/148 [==============================] - 0s 27us/step - loss: 89998.4375 - mean_absolute_error: 257.8160 - val_loss: 152095.5240 - val_mean_absolute_error: 368.8062 Epoch 294/5000 148/148 [==============================] - 0s 34us/step - loss: 89970.3750 - mean_absolute_error: 257.7752 - val_loss: 152055.9300 - val_mean_absolute_error: 368.7576 Epoch 295/5000 148/148 [==============================] - 0s 41us/step - loss: 89942.2344 - mean_absolute_error: 257.7343 - val_loss: 152016.2140 - val_mean_absolute_error: 368.7090 Epoch 296/5000 148/148 [==============================] - 0s 40us/step - loss: 89914.0234 - mean_absolute_error: 257.6933 - val_loss: 151976.4225 - val_mean_absolute_error: 368.6601 Epoch 297/5000 148/148 [==============================] - 0s 27us/step - loss: 89885.7578 - mean_absolute_error: 257.6523 - val_loss: 151936.4629 - val_mean_absolute_error: 368.6111 Epoch 298/5000 148/148 [==============================] - 0s 41us/step - loss: 89857.4219 - mean_absolute_error: 257.6111 - val_loss: 151896.3354 - val_mean_absolute_error: 368.5619 Epoch 299/5000 148/148 [==============================] - 0s 34us/step - loss: 89828.9922 - mean_absolute_error: 257.5698 - val_loss: 151856.1471 - val_mean_absolute_error: 368.5125 Epoch 300/5000 148/148 [==============================] - 0s 27us/step - loss: 89800.5547 - mean_absolute_error: 257.5284 - val_loss: 151815.8675 - val_mean_absolute_error: 368.4631 Epoch 301/5000 148/148 [==============================] - 0s 27us/step - loss: 89772.0000 - mean_absolute_error: 257.4869 - val_loss: 151775.4969 - val_mean_absolute_error: 368.4135 Epoch 302/5000 148/148 [==============================] - 0s 34us/step - loss: 89743.3750 - mean_absolute_error: 257.4453 - val_loss: 151734.9277 - val_mean_absolute_error: 368.3638 Epoch 303/5000 148/148 [==============================] - 0s 34us/step - loss: 89714.6484 - mean_absolute_error: 257.4035 - val_loss: 151694.3296 - val_mean_absolute_error: 368.3139 Epoch 304/5000 148/148 [==============================] - 0s 34us/step - loss: 89685.8828 - mean_absolute_error: 257.3616 - val_loss: 151653.6104 - val_mean_absolute_error: 368.2639 Epoch 305/5000 148/148 [==============================] - 0s 27us/step - loss: 89657.0391 - mean_absolute_error: 257.3197 - val_loss: 151612.8463 - val_mean_absolute_error: 368.2138 Epoch 306/5000 148/148 [==============================] - 0s 27us/step - loss: 89628.1484 - mean_absolute_error: 257.2777 - val_loss: 151571.9754 - val_mean_absolute_error: 368.1636 Epoch 307/5000 148/148 [==============================] - 0s 34us/step - loss: 89599.1953 - mean_absolute_error: 257.2356 - val_loss: 151530.9067 - val_mean_absolute_error: 368.1131 Epoch 308/5000 148/148 [==============================] - 0s 27us/step - loss: 89570.1328 - mean_absolute_error: 257.1933 - val_loss: 151489.7458 - val_mean_absolute_error: 368.0626 Epoch 309/5000 148/148 [==============================] - 0s 40us/step - loss: 89541.0547 - mean_absolute_error: 257.1509 - val_loss: 151448.4779 - val_mean_absolute_error: 368.0118 Epoch 310/5000 148/148 [==============================] - 0s 34us/step - loss: 89511.8750 - mean_absolute_error: 257.1084 - val_loss: 151407.1338 - val_mean_absolute_error: 367.9610 Epoch 311/5000 148/148 [==============================] - 0s 27us/step - loss: 89482.6328 - mean_absolute_error: 257.0658 - val_loss: 151365.7590 - val_mean_absolute_error: 367.9102 Epoch 312/5000 148/148 [==============================] - 0s 41us/step - loss: 89453.3672 - mean_absolute_error: 257.0231 - val_loss: 151324.2935 - val_mean_absolute_error: 367.8592 Epoch 313/5000 148/148 [==============================] - 0s 34us/step - loss: 89424.0078 - mean_absolute_error: 256.9804 - val_loss: 151282.6913 - val_mean_absolute_error: 367.8080 Epoch 314/5000 148/148 [==============================] - 0s 41us/step - loss: 89394.5781 - mean_absolute_error: 256.9375 - val_loss: 151241.0433 - val_mean_absolute_error: 367.7568 Epoch 315/5000 148/148 [==============================] - 0s 20us/step - loss: 89365.1172 - mean_absolute_error: 256.8946 - val_loss: 151199.3196 - val_mean_absolute_error: 367.7054 Epoch 316/5000 148/148 [==============================] - 0s 34us/step - loss: 89335.5938 - mean_absolute_error: 256.8515 - val_loss: 151157.5050 - val_mean_absolute_error: 367.6539 Epoch 317/5000 148/148 [==============================] - 0s 27us/step - loss: 89306.0312 - mean_absolute_error: 256.8084 - val_loss: 151115.5983 - val_mean_absolute_error: 367.6024 Epoch 318/5000 148/148 [==============================] - 0s 34us/step - loss: 89276.4219 - mean_absolute_error: 256.7653 - val_loss: 151073.6158 - val_mean_absolute_error: 367.5507 Epoch 319/5000 148/148 [==============================] - 0s 41us/step - loss: 89246.7031 - mean_absolute_error: 256.7219 - val_loss: 151031.4950 - val_mean_absolute_error: 367.4988 Epoch 320/5000 148/148 [==============================] - 0s 47us/step - loss: 89216.9531 - mean_absolute_error: 256.6785 - val_loss: 150989.2367 - val_mean_absolute_error: 367.4467 Epoch 321/5000 148/148 [==============================] - 0s 34us/step - loss: 89187.0938 - mean_absolute_error: 256.6350 - val_loss: 150946.9171 - val_mean_absolute_error: 367.3946 Epoch 322/5000 148/148 [==============================] - 0s 34us/step - loss: 89157.1953 - mean_absolute_error: 256.5913 - val_loss: 150904.5058 - val_mean_absolute_error: 367.3424 Epoch 323/5000 148/148 [==============================] - 0s 34us/step - loss: 89127.2500 - mean_absolute_error: 256.5476 - val_loss: 150862.0948 - val_mean_absolute_error: 367.2901 Epoch 324/5000 148/148 [==============================] - 0s 27us/step - loss: 89097.2812 - mean_absolute_error: 256.5039 - val_loss: 150819.5763 - val_mean_absolute_error: 367.2377 Epoch 325/5000 148/148 [==============================] - 0s 27us/step - loss: 89067.2734 - mean_absolute_error: 256.4601 - val_loss: 150776.9810 - val_mean_absolute_error: 367.1852 Epoch 326/5000 148/148 [==============================] - 0s 34us/step - loss: 89037.2031 - mean_absolute_error: 256.4162 - val_loss: 150734.2800 - val_mean_absolute_error: 367.1326 Epoch 327/5000 148/148 [==============================] - 0s 34us/step - loss: 89007.0312 - mean_absolute_error: 256.3722 - val_loss: 150691.4592 - val_mean_absolute_error: 367.0798 Epoch 328/5000 148/148 [==============================] - 0s 27us/step - loss: 88976.7812 - mean_absolute_error: 256.3280 - val_loss: 150648.5638 - val_mean_absolute_error: 367.0269 Epoch 329/5000 148/148 [==============================] - 0s 27us/step - loss: 88946.4688 - mean_absolute_error: 256.2838 - val_loss: 150605.5781 - val_mean_absolute_error: 366.9740 Epoch 330/5000 148/148 [==============================] - 0s 27us/step - loss: 88916.0781 - mean_absolute_error: 256.2395 - val_loss: 150562.5025 - val_mean_absolute_error: 366.9209 Epoch 331/5000 148/148 [==============================] - 0s 34us/step - loss: 88885.6562 - mean_absolute_error: 256.1950 - val_loss: 150519.3521 - val_mean_absolute_error: 366.8677 Epoch 332/5000 148/148 [==============================] - 0s 27us/step - loss: 88855.1719 - mean_absolute_error: 256.1505 - val_loss: 150476.0954 - val_mean_absolute_error: 366.8143 Epoch 333/5000 148/148 [==============================] - 0s 27us/step - loss: 88824.6250 - mean_absolute_error: 256.1058 - val_loss: 150432.7325 - val_mean_absolute_error: 366.7608 Epoch 334/5000 148/148 [==============================] - 0s 41us/step - loss: 88794.0391 - mean_absolute_error: 256.0612 - val_loss: 150389.2783 - val_mean_absolute_error: 366.7073 Epoch 335/5000 148/148 [==============================] - 0s 34us/step - loss: 88763.3984 - mean_absolute_error: 256.0164 - val_loss: 150345.7800 - val_mean_absolute_error: 366.6536 Epoch 336/5000 148/148 [==============================] - 0s 34us/step - loss: 88732.7109 - mean_absolute_error: 255.9715 - val_loss: 150302.1896 - val_mean_absolute_error: 366.5999 Epoch 337/5000 148/148 [==============================] - 0s 34us/step - loss: 88701.9688 - mean_absolute_error: 255.9266 - val_loss: 150258.4623 - val_mean_absolute_error: 366.5459 Epoch 338/5000 148/148 [==============================] - 0s 34us/step - loss: 88671.1328 - mean_absolute_error: 255.8815 - val_loss: 150214.6737 - val_mean_absolute_error: 366.4919 Epoch 339/5000 148/148 [==============================] - 0s 34us/step - loss: 88640.2969 - mean_absolute_error: 255.8364 - val_loss: 150170.7629 - val_mean_absolute_error: 366.4377 Epoch 340/5000 148/148 [==============================] - 0s 27us/step - loss: 88609.4219 - mean_absolute_error: 255.7913 - val_loss: 150126.8069 - val_mean_absolute_error: 366.3834 Epoch 341/5000 148/148 [==============================] - 0s 27us/step - loss: 88578.4766 - mean_absolute_error: 255.7460 - val_loss: 150082.6821 - val_mean_absolute_error: 366.3290 Epoch 342/5000 148/148 [==============================] - 0s 34us/step - loss: 88547.4609 - mean_absolute_error: 255.7006 - val_loss: 150038.5579 - val_mean_absolute_error: 366.2745 Epoch 343/5000 148/148 [==============================] - 0s 34us/step - loss: 88516.4297 - mean_absolute_error: 255.6552 - val_loss: 149994.3412 - val_mean_absolute_error: 366.2199 Epoch 344/5000 148/148 [==============================] - 0s 41us/step - loss: 88485.3594 - mean_absolute_error: 255.6098 - val_loss: 149950.0796 - val_mean_absolute_error: 366.1653 Epoch 345/5000 148/148 [==============================] - 0s 34us/step - loss: 88454.2422 - mean_absolute_error: 255.5643 - val_loss: 149905.7269 - val_mean_absolute_error: 366.1105 Epoch 346/5000 148/148 [==============================] - 0s 27us/step - loss: 88423.0703 - mean_absolute_error: 255.5184 - val_loss: 149861.3300 - val_mean_absolute_error: 366.0556 Epoch 347/5000 148/148 [==============================] - 0s 41us/step - loss: 88391.8672 - mean_absolute_error: 255.4725 - val_loss: 149816.7960 - val_mean_absolute_error: 366.0006 Epoch 348/5000 148/148 [==============================] - 0s 41us/step - loss: 88360.6016 - mean_absolute_error: 255.4265 - val_loss: 149772.2169 - val_mean_absolute_error: 365.9455 Epoch 349/5000 148/148 [==============================] - 0s 20us/step - loss: 88329.3047 - mean_absolute_error: 255.3805 - val_loss: 149727.5467 - val_mean_absolute_error: 365.8903 Epoch 350/5000 148/148 [==============================] - 0s 34us/step - loss: 88297.9531 - mean_absolute_error: 255.3344 - val_loss: 149682.8312 - val_mean_absolute_error: 365.8350 Epoch 351/5000 148/148 [==============================] - 0s 27us/step - loss: 88266.5391 - mean_absolute_error: 255.2881 - val_loss: 149638.0558 - val_mean_absolute_error: 365.7796 Epoch 352/5000 148/148 [==============================] - 0s 27us/step - loss: 88235.0938 - mean_absolute_error: 255.2419 - val_loss: 149593.1894 - val_mean_absolute_error: 365.7241 Epoch 353/5000 148/148 [==============================] - 0s 34us/step - loss: 88203.5781 - mean_absolute_error: 255.1955 - val_loss: 149548.2167 - val_mean_absolute_error: 365.6684 Epoch 354/5000 148/148 [==============================] - 0s 34us/step - loss: 88171.9844 - mean_absolute_error: 255.1490 - val_loss: 149503.1983 - val_mean_absolute_error: 365.6128 Epoch 355/5000 148/148 [==============================] - 0s 27us/step - loss: 88140.3906 - mean_absolute_error: 255.1025 - val_loss: 149458.1660 - val_mean_absolute_error: 365.5570 Epoch 356/5000 148/148 [==============================] - 0s 27us/step - loss: 88108.7500 - mean_absolute_error: 255.0560 - val_loss: 149413.0267 - val_mean_absolute_error: 365.5011 Epoch 357/5000 148/148 [==============================] - 0s 27us/step - loss: 88077.0703 - mean_absolute_error: 255.0093 - val_loss: 149367.8263 - val_mean_absolute_error: 365.4452 Epoch 358/5000 148/148 [==============================] - 0s 41us/step - loss: 88045.3203 - mean_absolute_error: 254.9626 - val_loss: 149322.5804 - val_mean_absolute_error: 365.3891 Epoch 359/5000 148/148 [==============================] - 0s 27us/step - loss: 88013.5469 - mean_absolute_error: 254.9158 - val_loss: 149277.2429 - val_mean_absolute_error: 365.3330 Epoch 360/5000 148/148 [==============================] - 0s 27us/step - loss: 87981.7266 - mean_absolute_error: 254.8689 - val_loss: 149231.8146 - val_mean_absolute_error: 365.2766 Epoch 361/5000 148/148 [==============================] - 0s 41us/step - loss: 87949.7969 - mean_absolute_error: 254.8218 - val_loss: 149186.2492 - val_mean_absolute_error: 365.2202 Epoch 362/5000 148/148 [==============================] - 0s 47us/step - loss: 87917.8281 - mean_absolute_error: 254.7746 - val_loss: 149140.6850 - val_mean_absolute_error: 365.1637 Epoch 363/5000 148/148 [==============================] - 0s 34us/step - loss: 87885.8359 - mean_absolute_error: 254.7274 - val_loss: 149095.0446 - val_mean_absolute_error: 365.1071 Epoch 364/5000 148/148 [==============================] - 0s 34us/step - loss: 87853.7969 - mean_absolute_error: 254.6801 - val_loss: 149049.3438 - val_mean_absolute_error: 365.0504 Epoch 365/5000 148/148 [==============================] - 0s 34us/step - loss: 87821.7188 - mean_absolute_error: 254.6327 - val_loss: 149003.5679 - val_mean_absolute_error: 364.9936 Epoch 366/5000 148/148 [==============================] - 0s 34us/step - loss: 87789.5312 - mean_absolute_error: 254.5851 - val_loss: 148957.7017 - val_mean_absolute_error: 364.9367 Epoch 367/5000 148/148 [==============================] - 0s 34us/step - loss: 87757.2734 - mean_absolute_error: 254.5374 - val_loss: 148911.7304 - val_mean_absolute_error: 364.8796 Epoch 368/5000 148/148 [==============================] - 0s 34us/step - loss: 87724.9297 - mean_absolute_error: 254.4897 - val_loss: 148865.7296 - val_mean_absolute_error: 364.8225 Epoch 369/5000 148/148 [==============================] - 0s 34us/step - loss: 87692.5625 - mean_absolute_error: 254.4418 - val_loss: 148819.6692 - val_mean_absolute_error: 364.7653 Epoch 370/5000 148/148 [==============================] - 0s 27us/step - loss: 87660.1484 - mean_absolute_error: 254.3938 - val_loss: 148773.5329 - val_mean_absolute_error: 364.7080 Epoch 371/5000 148/148 [==============================] - 0s 41us/step - loss: 87627.6875 - mean_absolute_error: 254.3459 - val_loss: 148727.3215 - val_mean_absolute_error: 364.6506 Epoch 372/5000 148/148 [==============================] - 0s 61us/step - loss: 87595.1719 - mean_absolute_error: 254.2977 - val_loss: 148680.9875 - val_mean_absolute_error: 364.5931 Epoch 373/5000 148/148 [==============================] - 0s 41us/step - loss: 87562.6172 - mean_absolute_error: 254.2496 - val_loss: 148634.5625 - val_mean_absolute_error: 364.5354 Epoch 374/5000 148/148 [==============================] - 0s 34us/step - loss: 87530.0000 - mean_absolute_error: 254.2013 - val_loss: 148588.0306 - val_mean_absolute_error: 364.4776 Epoch 375/5000 148/148 [==============================] - 0s 34us/step - loss: 87497.3203 - mean_absolute_error: 254.1529 - val_loss: 148541.4688 - val_mean_absolute_error: 364.4197 Epoch 376/5000 148/148 [==============================] - 0s 20us/step - loss: 87464.6094 - mean_absolute_error: 254.1045 - val_loss: 148494.8460 - val_mean_absolute_error: 364.3617 Epoch 377/5000 148/148 [==============================] - 0s 27us/step - loss: 87431.8594 - mean_absolute_error: 254.0560 - val_loss: 148448.1317 - val_mean_absolute_error: 364.3036 Epoch 378/5000 148/148 [==============================] - 0s 27us/step - loss: 87399.0781 - mean_absolute_error: 254.0074 - val_loss: 148401.3596 - val_mean_absolute_error: 364.2454 Epoch 379/5000 148/148 [==============================] - 0s 34us/step - loss: 87366.2344 - mean_absolute_error: 253.9586 - val_loss: 148354.5298 - val_mean_absolute_error: 364.1872 Epoch 380/5000 148/148 [==============================] - 0s 20us/step - loss: 87333.3516 - mean_absolute_error: 253.9097 - val_loss: 148307.6417 - val_mean_absolute_error: 364.1288 Epoch 381/5000 148/148 [==============================] - 0s 34us/step - loss: 87300.4062 - mean_absolute_error: 253.8607 - val_loss: 148260.6635 - val_mean_absolute_error: 364.0703 Epoch 382/5000 148/148 [==============================] - 0s 41us/step - loss: 87267.3906 - mean_absolute_error: 253.8116 - val_loss: 148213.6115 - val_mean_absolute_error: 364.0117 Epoch 383/5000 148/148 [==============================] - 0s 27us/step - loss: 87234.3281 - mean_absolute_error: 253.7624 - val_loss: 148166.4998 - val_mean_absolute_error: 363.9531 Epoch 384/5000 148/148 [==============================] - 0s 34us/step - loss: 87201.2188 - mean_absolute_error: 253.7132 - val_loss: 148119.3287 - val_mean_absolute_error: 363.8943 Epoch 385/5000 148/148 [==============================] - 0s 27us/step - loss: 87168.0547 - mean_absolute_error: 253.6638 - val_loss: 148072.0827 - val_mean_absolute_error: 363.8355 Epoch 386/5000 148/148 [==============================] - 0s 34us/step - loss: 87134.8438 - mean_absolute_error: 253.6144 - val_loss: 148024.7006 - val_mean_absolute_error: 363.7764 Epoch 387/5000 148/148 [==============================] - 0s 41us/step - loss: 87101.5469 - mean_absolute_error: 253.5648 - val_loss: 147977.1035 - val_mean_absolute_error: 363.7171 Epoch 388/5000 148/148 [==============================] - 0s 27us/step - loss: 87068.1719 - mean_absolute_error: 253.5151 - val_loss: 147929.4306 - val_mean_absolute_error: 363.6577 Epoch 389/5000 148/148 [==============================] - 0s 20us/step - loss: 87034.7656 - mean_absolute_error: 253.4653 - val_loss: 147881.6971 - val_mean_absolute_error: 363.5982 Epoch 390/5000 148/148 [==============================] - 0s 34us/step - loss: 87001.3047 - mean_absolute_error: 253.4154 - val_loss: 147833.8569 - val_mean_absolute_error: 363.5386 Epoch 391/5000 148/148 [==============================] - 0s 27us/step - loss: 86967.7656 - mean_absolute_error: 253.3654 - val_loss: 147785.9254 - val_mean_absolute_error: 363.4788 Epoch 392/5000 148/148 [==============================] - 0s 27us/step - loss: 86934.1250 - mean_absolute_error: 253.3153 - val_loss: 147737.9175 - val_mean_absolute_error: 363.4189 Epoch 393/5000 148/148 [==============================] - 0s 34us/step - loss: 86900.4531 - mean_absolute_error: 253.2651 - val_loss: 147689.8025 - val_mean_absolute_error: 363.3589 Epoch 394/5000 148/148 [==============================] - 0s 27us/step - loss: 86866.7109 - mean_absolute_error: 253.2148 - val_loss: 147641.5802 - val_mean_absolute_error: 363.2988 Epoch 395/5000 148/148 [==============================] - 0s 34us/step - loss: 86832.9141 - mean_absolute_error: 253.1644 - val_loss: 147593.2662 - val_mean_absolute_error: 363.2385 Epoch 396/5000 148/148 [==============================] - 0s 34us/step - loss: 86799.0469 - mean_absolute_error: 253.1139 - val_loss: 147544.8156 - val_mean_absolute_error: 363.1781 Epoch 397/5000 148/148 [==============================] - 0s 27us/step - loss: 86765.1172 - mean_absolute_error: 253.0632 - val_loss: 147496.2440 - val_mean_absolute_error: 363.1175 Epoch 398/5000 148/148 [==============================] - 0s 27us/step - loss: 86731.1172 - mean_absolute_error: 253.0125 - val_loss: 147447.5821 - val_mean_absolute_error: 363.0568 Epoch 399/5000 148/148 [==============================] - 0s 34us/step - loss: 86697.0391 - mean_absolute_error: 252.9616 - val_loss: 147398.8912 - val_mean_absolute_error: 362.9961 Epoch 400/5000 148/148 [==============================] - 0s 27us/step - loss: 86662.9375 - mean_absolute_error: 252.9107 - val_loss: 147350.1400 - val_mean_absolute_error: 362.9352 Epoch 401/5000 148/148 [==============================] - 0s 20us/step - loss: 86628.7734 - mean_absolute_error: 252.8597 - val_loss: 147301.3287 - val_mean_absolute_error: 362.8742 Epoch 402/5000 148/148 [==============================] - 0s 27us/step - loss: 86594.5234 - mean_absolute_error: 252.8086 - val_loss: 147252.3954 - val_mean_absolute_error: 362.8132 Epoch 403/5000 148/148 [==============================] - 0s 27us/step - loss: 86560.1641 - mean_absolute_error: 252.7572 - val_loss: 147203.3550 - val_mean_absolute_error: 362.7520 Epoch 404/5000 148/148 [==============================] - 0s 27us/step - loss: 86525.7266 - mean_absolute_error: 252.7058 - val_loss: 147154.2081 - val_mean_absolute_error: 362.6906 Epoch 405/5000 148/148 [==============================] - 0s 34us/step - loss: 86491.2031 - mean_absolute_error: 252.6543 - val_loss: 147104.9848 - val_mean_absolute_error: 362.6291 Epoch 406/5000 148/148 [==============================] - 0s 27us/step - loss: 86456.6016 - mean_absolute_error: 252.6025 - val_loss: 147055.6546 - val_mean_absolute_error: 362.5676 Epoch 407/5000 148/148 [==============================] - 0s 27us/step - loss: 86421.9375 - mean_absolute_error: 252.5507 - val_loss: 147006.2627 - val_mean_absolute_error: 362.5059 Epoch 408/5000 148/148 [==============================] - 0s 27us/step - loss: 86387.2188 - mean_absolute_error: 252.4988 - val_loss: 146956.7550 - val_mean_absolute_error: 362.4440 Epoch 409/5000 148/148 [==============================] - 0s 27us/step - loss: 86352.4219 - mean_absolute_error: 252.4468 - val_loss: 146907.1562 - val_mean_absolute_error: 362.3821 Epoch 410/5000 148/148 [==============================] - 0s 27us/step - loss: 86317.5469 - mean_absolute_error: 252.3947 - val_loss: 146857.4992 - val_mean_absolute_error: 362.3200 Epoch 411/5000 148/148 [==============================] - 0s 27us/step - loss: 86282.6016 - mean_absolute_error: 252.3424 - val_loss: 146807.7058 - val_mean_absolute_error: 362.2578 Epoch 412/5000 148/148 [==============================] - 0s 27us/step - loss: 86247.5703 - mean_absolute_error: 252.2900 - val_loss: 146757.8225 - val_mean_absolute_error: 362.1955 Epoch 413/5000 148/148 [==============================] - 0s 27us/step - loss: 86212.5078 - mean_absolute_error: 252.2375 - val_loss: 146707.8796 - val_mean_absolute_error: 362.1330 Epoch 414/5000 148/148 [==============================] - 0s 41us/step - loss: 86177.3828 - mean_absolute_error: 252.1849 - val_loss: 146657.8000 - val_mean_absolute_error: 362.0704 Epoch 415/5000 148/148 [==============================] - 0s 27us/step - loss: 86142.1797 - mean_absolute_error: 252.1323 - val_loss: 146607.6600 - val_mean_absolute_error: 362.0077 Epoch 416/5000 148/148 [==============================] - 0s 34us/step - loss: 86106.9453 - mean_absolute_error: 252.0795 - val_loss: 146557.3983 - val_mean_absolute_error: 361.9449 Epoch 417/5000 148/148 [==============================] - 0s 27us/step - loss: 86071.6797 - mean_absolute_error: 252.0267 - val_loss: 146506.9688 - val_mean_absolute_error: 361.8817 Epoch 418/5000 148/148 [==============================] - 0s 20us/step - loss: 86036.3125 - mean_absolute_error: 251.9737 - val_loss: 146456.4781 - val_mean_absolute_error: 361.8186 Epoch 419/5000 148/148 [==============================] - 0s 20us/step - loss: 86000.9219 - mean_absolute_error: 251.9207 - val_loss: 146405.8962 - val_mean_absolute_error: 361.7552 Epoch 420/5000 148/148 [==============================] - 0s 27us/step - loss: 85965.4141 - mean_absolute_error: 251.8675 - val_loss: 146355.2533 - val_mean_absolute_error: 361.6918 Epoch 421/5000 148/148 [==============================] - 0s 20us/step - loss: 85929.8906 - mean_absolute_error: 251.8143 - val_loss: 146304.5496 - val_mean_absolute_error: 361.6283 Epoch 422/5000 148/148 [==============================] - 0s 41us/step - loss: 85894.3047 - mean_absolute_error: 251.7610 - val_loss: 146253.7387 - val_mean_absolute_error: 361.5647 Epoch 423/5000 148/148 [==============================] - 0s 41us/step - loss: 85858.6797 - mean_absolute_error: 251.7076 - val_loss: 146202.8358 - val_mean_absolute_error: 361.5009 Epoch 424/5000 148/148 [==============================] - 0s 27us/step - loss: 85822.9688 - mean_absolute_error: 251.6541 - val_loss: 146151.8563 - val_mean_absolute_error: 361.4370 Epoch 425/5000 148/148 [==============================] - 0s 27us/step - loss: 85787.1953 - mean_absolute_error: 251.6005 - val_loss: 146100.7542 - val_mean_absolute_error: 361.3729 Epoch 426/5000 148/148 [==============================] - 0s 34us/step - loss: 85751.3828 - mean_absolute_error: 251.5468 - val_loss: 146049.5594 - val_mean_absolute_error: 361.3088 Epoch 427/5000 148/148 [==============================] - 0s 27us/step - loss: 85715.5234 - mean_absolute_error: 251.4931 - val_loss: 145998.3037 - val_mean_absolute_error: 361.2445 Epoch 428/5000 148/148 [==============================] - 0s 27us/step - loss: 85679.5781 - mean_absolute_error: 251.4392 - val_loss: 145946.9710 - val_mean_absolute_error: 361.1801 Epoch 429/5000 148/148 [==============================] - 0s 27us/step - loss: 85643.5781 - mean_absolute_error: 251.3852 - val_loss: 145895.5460 - val_mean_absolute_error: 361.1157 Epoch 430/5000 148/148 [==============================] - 0s 27us/step - loss: 85607.5156 - mean_absolute_error: 251.3311 - val_loss: 145844.0752 - val_mean_absolute_error: 361.0511 Epoch 431/5000 148/148 [==============================] - 0s 27us/step - loss: 85571.4062 - mean_absolute_error: 251.2769 - val_loss: 145792.5271 - val_mean_absolute_error: 360.9864 Epoch 432/5000 148/148 [==============================] - 0s 34us/step - loss: 85535.2500 - mean_absolute_error: 251.2226 - val_loss: 145740.8869 - val_mean_absolute_error: 360.9216 Epoch 433/5000 148/148 [==============================] - 0s 34us/step - loss: 85499.0391 - mean_absolute_error: 251.1683 - val_loss: 145689.1850 - val_mean_absolute_error: 360.8567 Epoch 434/5000 148/148 [==============================] - 0s 27us/step - loss: 85462.7891 - mean_absolute_error: 251.1138 - val_loss: 145637.4217 - val_mean_absolute_error: 360.7918 Epoch 435/5000 148/148 [==============================] - 0s 27us/step - loss: 85426.4922 - mean_absolute_error: 251.0594 - val_loss: 145585.5967 - val_mean_absolute_error: 360.7267 Epoch 436/5000 148/148 [==============================] - 0s 27us/step - loss: 85390.1406 - mean_absolute_error: 251.0047 - val_loss: 145533.6946 - val_mean_absolute_error: 360.6615 Epoch 437/5000 148/148 [==============================] - 0s 34us/step - loss: 85353.7578 - mean_absolute_error: 250.9501 - val_loss: 145481.7154 - val_mean_absolute_error: 360.5962 Epoch 438/5000 148/148 [==============================] - 0s 27us/step - loss: 85317.3281 - mean_absolute_error: 250.8954 - val_loss: 145429.6750 - val_mean_absolute_error: 360.5308 Epoch 439/5000 148/148 [==============================] - 0s 27us/step - loss: 85280.8359 - mean_absolute_error: 250.8405 - val_loss: 145377.5879 - val_mean_absolute_error: 360.4654 Epoch 440/5000 148/148 [==============================] - 0s 20us/step - loss: 85244.3203 - mean_absolute_error: 250.7856 - val_loss: 145325.3469 - val_mean_absolute_error: 360.3997 Epoch 441/5000 148/148 [==============================] - 0s 27us/step - loss: 85207.7188 - mean_absolute_error: 250.7306 - val_loss: 145273.0906 - val_mean_absolute_error: 360.3340 Epoch 442/5000 148/148 [==============================] - 0s 41us/step - loss: 85171.1016 - mean_absolute_error: 250.6755 - val_loss: 145220.7263 - val_mean_absolute_error: 360.2682 Epoch 443/5000 148/148 [==============================] - 0s 27us/step - loss: 85134.4297 - mean_absolute_error: 250.6203 - val_loss: 145168.3308 - val_mean_absolute_error: 360.2023 Epoch 444/5000 148/148 [==============================] - 0s 27us/step - loss: 85097.7344 - mean_absolute_error: 250.5651 - val_loss: 145115.8431 - val_mean_absolute_error: 360.1362 Epoch 445/5000 148/148 [==============================] - 0s 27us/step - loss: 85061.0078 - mean_absolute_error: 250.5098 - val_loss: 145063.2321 - val_mean_absolute_error: 360.0701 Epoch 446/5000 148/148 [==============================] - 0s 27us/step - loss: 85024.1875 - mean_absolute_error: 250.4544 - val_loss: 145010.5454 - val_mean_absolute_error: 360.0038 Epoch 447/5000 148/148 [==============================] - 0s 41us/step - loss: 84987.3203 - mean_absolute_error: 250.3988 - val_loss: 144957.8450 - val_mean_absolute_error: 359.9375 Epoch 448/5000 148/148 [==============================] - 0s 27us/step - loss: 84950.4219 - mean_absolute_error: 250.3432 - val_loss: 144905.0835 - val_mean_absolute_error: 359.8711 Epoch 449/5000 148/148 [==============================] - 0s 27us/step - loss: 84913.4766 - mean_absolute_error: 250.2875 - val_loss: 144852.2621 - val_mean_absolute_error: 359.8046 Epoch 450/5000 148/148 [==============================] - 0s 20us/step - loss: 84876.4844 - mean_absolute_error: 250.2318 - val_loss: 144799.3179 - val_mean_absolute_error: 359.7379 Epoch 451/5000 148/148 [==============================] - 0s 27us/step - loss: 84839.4297 - mean_absolute_error: 250.1759 - val_loss: 144746.3438 - val_mean_absolute_error: 359.6712 Epoch 452/5000 148/148 [==============================] - 0s 27us/step - loss: 84802.3750 - mean_absolute_error: 250.1200 - val_loss: 144693.3238 - val_mean_absolute_error: 359.6044 Epoch 453/5000 148/148 [==============================] - 0s 34us/step - loss: 84765.2578 - mean_absolute_error: 250.0641 - val_loss: 144640.2585 - val_mean_absolute_error: 359.5376 Epoch 454/5000 148/148 [==============================] - 0s 34us/step - loss: 84728.1016 - mean_absolute_error: 250.0080 - val_loss: 144587.1169 - val_mean_absolute_error: 359.4706 Epoch 455/5000 148/148 [==============================] - 0s 20us/step - loss: 84690.9219 - mean_absolute_error: 249.9519 - val_loss: 144533.8677 - val_mean_absolute_error: 359.4034 Epoch 456/5000 148/148 [==============================] - 0s 34us/step - loss: 84653.6562 - mean_absolute_error: 249.8956 - val_loss: 144480.4821 - val_mean_absolute_error: 359.3361 Epoch 457/5000 148/148 [==============================] - 0s 27us/step - loss: 84616.2578 - mean_absolute_error: 249.8392 - val_loss: 144427.0829 - val_mean_absolute_error: 359.2687 Epoch 458/5000 148/148 [==============================] - 0s 34us/step - loss: 84578.8594 - mean_absolute_error: 249.7827 - val_loss: 144373.6242 - val_mean_absolute_error: 359.2013 Epoch 459/5000 148/148 [==============================] - 0s 34us/step - loss: 84541.4062 - mean_absolute_error: 249.7261 - val_loss: 144320.0435 - val_mean_absolute_error: 359.1337 Epoch 460/5000 148/148 [==============================] - 0s 27us/step - loss: 84503.9219 - mean_absolute_error: 249.6695 - val_loss: 144266.3871 - val_mean_absolute_error: 359.0659 Epoch 461/5000 148/148 [==============================] - 0s 27us/step - loss: 84466.3828 - mean_absolute_error: 249.6128 - val_loss: 144212.5933 - val_mean_absolute_error: 358.9981 Epoch 462/5000 148/148 [==============================] - 0s 27us/step - loss: 84428.8047 - mean_absolute_error: 249.5560 - val_loss: 144158.7233 - val_mean_absolute_error: 358.9301 Epoch 463/5000 148/148 [==============================] - 0s 88us/step - loss: 84391.1875 - mean_absolute_error: 249.4992 - val_loss: 144104.7775 - val_mean_absolute_error: 358.8620 Epoch 464/5000 148/148 [==============================] - 0s 41us/step - loss: 84353.5234 - mean_absolute_error: 249.4422 - val_loss: 144050.7550 - val_mean_absolute_error: 358.7938 Epoch 465/5000 148/148 [==============================] - 0s 27us/step - loss: 84315.7578 - mean_absolute_error: 249.3851 - val_loss: 143996.6719 - val_mean_absolute_error: 358.7255 Epoch 466/5000 148/148 [==============================] - 0s 27us/step - loss: 84277.9531 - mean_absolute_error: 249.3279 - val_loss: 143942.5121 - val_mean_absolute_error: 358.6570 Epoch 467/5000 148/148 [==============================] - 0s 27us/step - loss: 84240.0781 - mean_absolute_error: 249.2706 - val_loss: 143888.2913 - val_mean_absolute_error: 358.5885 Epoch 468/5000 148/148 [==============================] - 0s 27us/step - loss: 84202.1875 - mean_absolute_error: 249.2133 - val_loss: 143833.9171 - val_mean_absolute_error: 358.5198 Epoch 469/5000 148/148 [==============================] - 0s 20us/step - loss: 84164.2266 - mean_absolute_error: 249.1558 - val_loss: 143779.4810 - val_mean_absolute_error: 358.4510 Epoch 470/5000 148/148 [==============================] - 0s 27us/step - loss: 84126.2344 - mean_absolute_error: 249.0983 - val_loss: 143724.9842 - val_mean_absolute_error: 358.3821 Epoch 471/5000 148/148 [==============================] - 0s 34us/step - loss: 84088.1875 - mean_absolute_error: 249.0407 - val_loss: 143670.4254 - val_mean_absolute_error: 358.3131 Epoch 472/5000 148/148 [==============================] - 0s 20us/step - loss: 84050.1250 - mean_absolute_error: 248.9830 - val_loss: 143615.7765 - val_mean_absolute_error: 358.2440 Epoch 473/5000 148/148 [==============================] - 0s 34us/step - loss: 84011.9453 - mean_absolute_error: 248.9252 - val_loss: 143561.0056 - val_mean_absolute_error: 358.1747 Epoch 474/5000 148/148 [==============================] - 0s 34us/step - loss: 83973.7266 - mean_absolute_error: 248.8673 - val_loss: 143506.1285 - val_mean_absolute_error: 358.1053 Epoch 475/5000 148/148 [==============================] - 0s 27us/step - loss: 83935.4453 - mean_absolute_error: 248.8093 - val_loss: 143451.2527 - val_mean_absolute_error: 358.0358 Epoch 476/5000 148/148 [==============================] - 0s 20us/step - loss: 83897.1250 - mean_absolute_error: 248.7512 - val_loss: 143396.3004 - val_mean_absolute_error: 357.9663 Epoch 477/5000 148/148 [==============================] - 0s 20us/step - loss: 83858.7734 - mean_absolute_error: 248.6931 - val_loss: 143341.3033 - val_mean_absolute_error: 357.8966 Epoch 478/5000 148/148 [==============================] - 0s 27us/step - loss: 83820.3672 - mean_absolute_error: 248.6348 - val_loss: 143286.2300 - val_mean_absolute_error: 357.8269 Epoch 479/5000 148/148 [==============================] - 0s 20us/step - loss: 83781.9141 - mean_absolute_error: 248.5765 - val_loss: 143231.0956 - val_mean_absolute_error: 357.7571 Epoch 480/5000 148/148 [==============================] - 0s 34us/step - loss: 83743.4219 - mean_absolute_error: 248.5181 - val_loss: 143175.9154 - val_mean_absolute_error: 357.6872 Epoch 481/5000 148/148 [==============================] - 0s 27us/step - loss: 83704.8984 - mean_absolute_error: 248.4596 - val_loss: 143120.6283 - val_mean_absolute_error: 357.6172 Epoch 482/5000 148/148 [==============================] - 0s 20us/step - loss: 83666.2891 - mean_absolute_error: 248.4010 - val_loss: 143065.3108 - val_mean_absolute_error: 357.5470 Epoch 483/5000 148/148 [==============================] - 0s 27us/step - loss: 83627.6250 - mean_absolute_error: 248.3423 - val_loss: 143009.9625 - val_mean_absolute_error: 357.4769 Epoch 484/5000 148/148 [==============================] - 0s 27us/step - loss: 83588.8984 - mean_absolute_error: 248.2835 - val_loss: 142954.5396 - val_mean_absolute_error: 357.4066 Epoch 485/5000 148/148 [==============================] - 0s 34us/step - loss: 83550.1094 - mean_absolute_error: 248.2246 - val_loss: 142899.0875 - val_mean_absolute_error: 357.3363 Epoch 486/5000 148/148 [==============================] - 0s 34us/step - loss: 83511.2734 - mean_absolute_error: 248.1656 - val_loss: 142843.5446 - val_mean_absolute_error: 357.2659 Epoch 487/5000 148/148 [==============================] - 0s 20us/step - loss: 83472.3750 - mean_absolute_error: 248.1065 - val_loss: 142787.9717 - val_mean_absolute_error: 357.1954 Epoch 488/5000 148/148 [==============================] - 0s 41us/step - loss: 83433.4453 - mean_absolute_error: 248.0473 - val_loss: 142732.3387 - val_mean_absolute_error: 357.1248 Epoch 489/5000 148/148 [==============================] - 0s 27us/step - loss: 83394.4688 - mean_absolute_error: 247.9881 - val_loss: 142676.5988 - val_mean_absolute_error: 357.0540 Epoch 490/5000 148/148 [==============================] - 0s 27us/step - loss: 83355.4375 - mean_absolute_error: 247.9288 - val_loss: 142620.7679 - val_mean_absolute_error: 356.9832 Epoch 491/5000 148/148 [==============================] - 0s 27us/step - loss: 83316.3750 - mean_absolute_error: 247.8694 - val_loss: 142564.8754 - val_mean_absolute_error: 356.9123 Epoch 492/5000 148/148 [==============================] - 0s 34us/step - loss: 83277.2812 - mean_absolute_error: 247.8099 - val_loss: 142508.9225 - val_mean_absolute_error: 356.8412 Epoch 493/5000 148/148 [==============================] - 0s 41us/step - loss: 83238.1328 - mean_absolute_error: 247.7503 - val_loss: 142452.8925 - val_mean_absolute_error: 356.7700 Epoch 494/5000 148/148 [==============================] - 0s 20us/step - loss: 83198.9453 - mean_absolute_error: 247.6907 - val_loss: 142396.7725 - val_mean_absolute_error: 356.6987 Epoch 495/5000 148/148 [==============================] - 0s 27us/step - loss: 83159.6562 - mean_absolute_error: 247.6309 - val_loss: 142340.6083 - val_mean_absolute_error: 356.6273 Epoch 496/5000 148/148 [==============================] - 0s 20us/step - loss: 83120.3203 - mean_absolute_error: 247.5710 - val_loss: 142284.3408 - val_mean_absolute_error: 356.5558 Epoch 497/5000 148/148 [==============================] - 0s 20us/step - loss: 83080.9219 - mean_absolute_error: 247.5110 - val_loss: 142227.8263 - val_mean_absolute_error: 356.4841 Epoch 498/5000 148/148 [==============================] - 0s 27us/step - loss: 83041.4766 - mean_absolute_error: 247.4509 - val_loss: 142171.2967 - val_mean_absolute_error: 356.4122 Epoch 499/5000 148/148 [==============================] - 0s 34us/step - loss: 83001.9766 - mean_absolute_error: 247.3908 - val_loss: 142114.6742 - val_mean_absolute_error: 356.3402 Epoch 500/5000 148/148 [==============================] - 0s 27us/step - loss: 82962.4297 - mean_absolute_error: 247.3305 - val_loss: 142057.9902 - val_mean_absolute_error: 356.2681 Epoch 501/5000 148/148 [==============================] - 0s 27us/step - loss: 82922.8281 - mean_absolute_error: 247.2701 - val_loss: 142001.2598 - val_mean_absolute_error: 356.1960 Epoch 502/5000 148/148 [==============================] - 0s 20us/step - loss: 82883.2031 - mean_absolute_error: 247.2097 - val_loss: 141944.4831 - val_mean_absolute_error: 356.1237 Epoch 503/5000 148/148 [==============================] - 0s 27us/step - loss: 82843.5547 - mean_absolute_error: 247.1492 - val_loss: 141887.6450 - val_mean_absolute_error: 356.0515 Epoch 504/5000 148/148 [==============================] - 0s 34us/step - loss: 82803.8516 - mean_absolute_error: 247.0886 - val_loss: 141830.7604 - val_mean_absolute_error: 355.9791 Epoch 505/5000 148/148 [==============================] - 0s 34us/step - loss: 82764.1172 - mean_absolute_error: 247.0280 - val_loss: 141773.8296 - val_mean_absolute_error: 355.9066 Epoch 506/5000 148/148 [==============================] - 0s 20us/step - loss: 82724.3438 - mean_absolute_error: 246.9673 - val_loss: 141716.7913 - val_mean_absolute_error: 355.8339 Epoch 507/5000 148/148 [==============================] - 0s 34us/step - loss: 82684.5312 - mean_absolute_error: 246.9065 - val_loss: 141659.7060 - val_mean_absolute_error: 355.7612 Epoch 508/5000 148/148 [==============================] - 0s 20us/step - loss: 82644.6641 - mean_absolute_error: 246.8456 - val_loss: 141602.4671 - val_mean_absolute_error: 355.6883 Epoch 509/5000 148/148 [==============================] - 0s 27us/step - loss: 82604.7109 - mean_absolute_error: 246.7845 - val_loss: 141545.1354 - val_mean_absolute_error: 355.6153 Epoch 510/5000 148/148 [==============================] - 0s 34us/step - loss: 82564.7266 - mean_absolute_error: 246.7234 - val_loss: 141487.7419 - val_mean_absolute_error: 355.5422 Epoch 511/5000 148/148 [==============================] - 0s 27us/step - loss: 82524.6797 - mean_absolute_error: 246.6622 - val_loss: 141430.3175 - val_mean_absolute_error: 355.4690 Epoch 512/5000 148/148 [==============================] - 0s 27us/step - loss: 82484.6016 - mean_absolute_error: 246.6009 - val_loss: 141372.8317 - val_mean_absolute_error: 355.3958 Epoch 513/5000 148/148 [==============================] - 0s 20us/step - loss: 82444.4844 - mean_absolute_error: 246.5395 - val_loss: 141315.2683 - val_mean_absolute_error: 355.3224 Epoch 514/5000 148/148 [==============================] - 0s 27us/step - loss: 82404.3281 - mean_absolute_error: 246.4781 - val_loss: 141257.6592 - val_mean_absolute_error: 355.2489 Epoch 515/5000 148/148 [==============================] - 0s 27us/step - loss: 82364.1250 - mean_absolute_error: 246.4165 - val_loss: 141200.0035 - val_mean_absolute_error: 355.1754 Epoch 516/5000 148/148 [==============================] - 0s 27us/step - loss: 82323.8906 - mean_absolute_error: 246.3549 - val_loss: 141142.3017 - val_mean_absolute_error: 355.1018 Epoch 517/5000 148/148 [==============================] - 0s 34us/step - loss: 82283.6172 - mean_absolute_error: 246.2932 - val_loss: 141084.4917 - val_mean_absolute_error: 355.0281 Epoch 518/5000 148/148 [==============================] - 0s 27us/step - loss: 82243.2891 - mean_absolute_error: 246.2314 - val_loss: 141026.6821 - val_mean_absolute_error: 354.9543 Epoch 519/5000 148/148 [==============================] - 0s 20us/step - loss: 82202.8984 - mean_absolute_error: 246.1695 - val_loss: 140968.8104 - val_mean_absolute_error: 354.8804 Epoch 520/5000 148/148 [==============================] - 0s 20us/step - loss: 82162.4453 - mean_absolute_error: 246.1075 - val_loss: 140910.8771 - val_mean_absolute_error: 354.8065 Epoch 521/5000 148/148 [==============================] - 0s 41us/step - loss: 82121.9531 - mean_absolute_error: 246.0455 - val_loss: 140852.8821 - val_mean_absolute_error: 354.7324 Epoch 522/5000 148/148 [==============================] - 0s 34us/step - loss: 82081.4219 - mean_absolute_error: 245.9833 - val_loss: 140794.8406 - val_mean_absolute_error: 354.6582 Epoch 523/5000 148/148 [==============================] - 0s 61us/step - loss: 82040.8516 - mean_absolute_error: 245.9210 - val_loss: 140736.7379 - val_mean_absolute_error: 354.5840 Epoch 524/5000 148/148 [==============================] - 0s 41us/step - loss: 82000.2422 - mean_absolute_error: 245.8587 - val_loss: 140678.5729 - val_mean_absolute_error: 354.5096 Epoch 525/5000 148/148 [==============================] - 0s 34us/step - loss: 81959.5859 - mean_absolute_error: 245.7963 - val_loss: 140620.3775 - val_mean_absolute_error: 354.4352 Epoch 526/5000 148/148 [==============================] - 0s 34us/step - loss: 81918.9062 - mean_absolute_error: 245.7338 - val_loss: 140562.1046 - val_mean_absolute_error: 354.3607 Epoch 527/5000 148/148 [==============================] - 0s 20us/step - loss: 81878.1797 - mean_absolute_error: 245.6712 - val_loss: 140503.7856 - val_mean_absolute_error: 354.2861 Epoch 528/5000 148/148 [==============================] - 0s 27us/step - loss: 81837.4219 - mean_absolute_error: 245.6086 - val_loss: 140445.3896 - val_mean_absolute_error: 354.2114 Epoch 529/5000 148/148 [==============================] - 0s 27us/step - loss: 81796.6016 - mean_absolute_error: 245.5459 - val_loss: 140386.9469 - val_mean_absolute_error: 354.1366 Epoch 530/5000 148/148 [==============================] - 0s 27us/step - loss: 81755.7578 - mean_absolute_error: 245.4831 - val_loss: 140328.4121 - val_mean_absolute_error: 354.0617 Epoch 531/5000 148/148 [==============================] - 0s 34us/step - loss: 81714.8750 - mean_absolute_error: 245.4202 - val_loss: 140269.8771 - val_mean_absolute_error: 353.9867 Epoch 532/5000 148/148 [==============================] - 0s 20us/step - loss: 81673.9688 - mean_absolute_error: 245.3573 - val_loss: 140211.2958 - val_mean_absolute_error: 353.9117 Epoch 533/5000 148/148 [==============================] - 0s 27us/step - loss: 81633.0234 - mean_absolute_error: 245.2943 - val_loss: 140152.6683 - val_mean_absolute_error: 353.8366 Epoch 534/5000 148/148 [==============================] - 0s 34us/step - loss: 81592.0625 - mean_absolute_error: 245.2312 - val_loss: 140093.9792 - val_mean_absolute_error: 353.7614 Epoch 535/5000 148/148 [==============================] - 0s 41us/step - loss: 81551.0469 - mean_absolute_error: 245.1680 - val_loss: 140035.1510 - val_mean_absolute_error: 353.6860 Epoch 536/5000 148/148 [==============================] - 0s 27us/step - loss: 81509.9766 - mean_absolute_error: 245.1047 - val_loss: 139976.2767 - val_mean_absolute_error: 353.6105 Epoch 537/5000 148/148 [==============================] - 0s 27us/step - loss: 81468.8750 - mean_absolute_error: 245.0414 - val_loss: 139917.3717 - val_mean_absolute_error: 353.5350 Epoch 538/5000 148/148 [==============================] - 0s 27us/step - loss: 81427.7266 - mean_absolute_error: 244.9780 - val_loss: 139858.3894 - val_mean_absolute_error: 353.4593 Epoch 539/5000 148/148 [==============================] - 0s 27us/step - loss: 81386.5156 - mean_absolute_error: 244.9144 - val_loss: 139799.3917 - val_mean_absolute_error: 353.3836 Epoch 540/5000 148/148 [==============================] - 0s 27us/step - loss: 81345.2891 - mean_absolute_error: 244.8508 - val_loss: 139740.3633 - val_mean_absolute_error: 353.3079 Epoch 541/5000 148/148 [==============================] - 0s 41us/step - loss: 81304.0391 - mean_absolute_error: 244.7871 - val_loss: 139681.2579 - val_mean_absolute_error: 353.2320 Epoch 542/5000 148/148 [==============================] - 0s 27us/step - loss: 81262.7422 - mean_absolute_error: 244.7234 - val_loss: 139622.0442 - val_mean_absolute_error: 353.1559 Epoch 543/5000 148/148 [==============================] - 0s 27us/step - loss: 81221.3750 - mean_absolute_error: 244.6596 - val_loss: 139562.7844 - val_mean_absolute_error: 353.0799 Epoch 544/5000 148/148 [==============================] - 0s 27us/step - loss: 81179.9766 - mean_absolute_error: 244.5956 - val_loss: 139503.4629 - val_mean_absolute_error: 353.0037 Epoch 545/5000 148/148 [==============================] - 0s 20us/step - loss: 81138.5234 - mean_absolute_error: 244.5316 - val_loss: 139444.0950 - val_mean_absolute_error: 352.9274 Epoch 546/5000 148/148 [==============================] - 0s 34us/step - loss: 81097.0156 - mean_absolute_error: 244.4674 - val_loss: 139384.6812 - val_mean_absolute_error: 352.8510 Epoch 547/5000 148/148 [==============================] - 0s 27us/step - loss: 81055.5078 - mean_absolute_error: 244.4032 - val_loss: 139325.1746 - val_mean_absolute_error: 352.7746 Epoch 548/5000 148/148 [==============================] - 0s 27us/step - loss: 81013.9297 - mean_absolute_error: 244.3390 - val_loss: 139265.6221 - val_mean_absolute_error: 352.6979 Epoch 549/5000 148/148 [==============================] - 0s 27us/step - loss: 80972.3281 - mean_absolute_error: 244.2746 - val_loss: 139205.9617 - val_mean_absolute_error: 352.6212 Epoch 550/5000 148/148 [==============================] - 0s 34us/step - loss: 80930.6953 - mean_absolute_error: 244.2102 - val_loss: 139146.2394 - val_mean_absolute_error: 352.5444 Epoch 551/5000 148/148 [==============================] - 0s 20us/step - loss: 80889.0078 - mean_absolute_error: 244.1457 - val_loss: 139086.4554 - val_mean_absolute_error: 352.4675 Epoch 552/5000 148/148 [==============================] - 0s 27us/step - loss: 80847.2344 - mean_absolute_error: 244.0810 - val_loss: 139026.6256 - val_mean_absolute_error: 352.3904 Epoch 553/5000 148/148 [==============================] - 0s 34us/step - loss: 80805.4297 - mean_absolute_error: 244.0163 - val_loss: 138966.7033 - val_mean_absolute_error: 352.3133 Epoch 554/5000 148/148 [==============================] - 0s 27us/step - loss: 80763.5469 - mean_absolute_error: 243.9514 - val_loss: 138906.7500 - val_mean_absolute_error: 352.2361 Epoch 555/5000 148/148 [==============================] - 0s 27us/step - loss: 80721.6641 - mean_absolute_error: 243.8865 - val_loss: 138846.7200 - val_mean_absolute_error: 352.1588 Epoch 556/5000 148/148 [==============================] - 0s 34us/step - loss: 80679.7344 - mean_absolute_error: 243.8215 - val_loss: 138786.6742 - val_mean_absolute_error: 352.0814 Epoch 557/5000 148/148 [==============================] - 0s 20us/step - loss: 80637.7734 - mean_absolute_error: 243.7565 - val_loss: 138726.5512 - val_mean_absolute_error: 352.0039 Epoch 558/5000 148/148 [==============================] - 0s 20us/step - loss: 80595.7734 - mean_absolute_error: 243.6914 - val_loss: 138666.3052 - val_mean_absolute_error: 351.9263 Epoch 559/5000 148/148 [==============================] - 0s 27us/step - loss: 80553.7422 - mean_absolute_error: 243.6262 - val_loss: 138605.9821 - val_mean_absolute_error: 351.8485 Epoch 560/5000 148/148 [==============================] - 0s 34us/step - loss: 80511.6406 - mean_absolute_error: 243.5609 - val_loss: 138545.6129 - val_mean_absolute_error: 351.7706 Epoch 561/5000 148/148 [==============================] - 0s 34us/step - loss: 80469.5312 - mean_absolute_error: 243.4955 - val_loss: 138485.2125 - val_mean_absolute_error: 351.6927 Epoch 562/5000 148/148 [==============================] - 0s 27us/step - loss: 80427.4062 - mean_absolute_error: 243.4301 - val_loss: 138424.7508 - val_mean_absolute_error: 351.6146 Epoch 563/5000 148/148 [==============================] - 0s 27us/step - loss: 80385.2266 - mean_absolute_error: 243.3646 - val_loss: 138364.2427 - val_mean_absolute_error: 351.5365 Epoch 564/5000 148/148 [==============================] - 0s 34us/step - loss: 80343.0234 - mean_absolute_error: 243.2990 - val_loss: 138303.7037 - val_mean_absolute_error: 351.4583 Epoch 565/5000 148/148 [==============================] - 0s 41us/step - loss: 80300.7969 - mean_absolute_error: 243.2334 - val_loss: 138243.1190 - val_mean_absolute_error: 351.3801 Epoch 566/5000 148/148 [==============================] - 0s 20us/step - loss: 80258.5312 - mean_absolute_error: 243.1677 - val_loss: 138182.4567 - val_mean_absolute_error: 351.3017 Epoch 567/5000 148/148 [==============================] - 0s 27us/step - loss: 80216.2266 - mean_absolute_error: 243.1020 - val_loss: 138121.7171 - val_mean_absolute_error: 351.2232 Epoch 568/5000 148/148 [==============================] - 0s 27us/step - loss: 80173.9141 - mean_absolute_error: 243.0361 - val_loss: 138060.9317 - val_mean_absolute_error: 351.1446 Epoch 569/5000 148/148 [==============================] - 0s 34us/step - loss: 80131.5547 - mean_absolute_error: 242.9702 - val_loss: 138000.1000 - val_mean_absolute_error: 351.0659 Epoch 570/5000 148/148 [==============================] - 0s 34us/step - loss: 80089.1641 - mean_absolute_error: 242.9042 - val_loss: 137939.1913 - val_mean_absolute_error: 350.9872 Epoch 571/5000 148/148 [==============================] - 0s 27us/step - loss: 80046.7422 - mean_absolute_error: 242.8382 - val_loss: 137878.2669 - val_mean_absolute_error: 350.9083 Epoch 572/5000 148/148 [==============================] - 0s 27us/step - loss: 80004.2500 - mean_absolute_error: 242.7720 - val_loss: 137817.2963 - val_mean_absolute_error: 350.8294 Epoch 573/5000 148/148 [==============================] - 0s 27us/step - loss: 79961.7188 - mean_absolute_error: 242.7058 - val_loss: 137756.2487 - val_mean_absolute_error: 350.7504 Epoch 574/5000 148/148 [==============================] - 0s 34us/step - loss: 79919.1406 - mean_absolute_error: 242.6394 - val_loss: 137695.1396 - val_mean_absolute_error: 350.6713 Epoch 575/5000 148/148 [==============================] - 0s 34us/step - loss: 79876.5234 - mean_absolute_error: 242.5729 - val_loss: 137633.9996 - val_mean_absolute_error: 350.5921 Epoch 576/5000 148/148 [==============================] - 0s 27us/step - loss: 79833.8750 - mean_absolute_error: 242.5064 - val_loss: 137572.7979 - val_mean_absolute_error: 350.5128 Epoch 577/5000 148/148 [==============================] - 0s 27us/step - loss: 79791.1641 - mean_absolute_error: 242.4397 - val_loss: 137511.5190 - val_mean_absolute_error: 350.4335 Epoch 578/5000 148/148 [==============================] - 0s 34us/step - loss: 79748.3594 - mean_absolute_error: 242.3729 - val_loss: 137450.1938 - val_mean_absolute_error: 350.3540 Epoch 579/5000 148/148 [==============================] - 0s 27us/step - loss: 79705.4453 - mean_absolute_error: 242.3059 - val_loss: 137388.8225 - val_mean_absolute_error: 350.2744 Epoch 580/5000 148/148 [==============================] - 0s 34us/step - loss: 79662.5312 - mean_absolute_error: 242.2389 - val_loss: 137327.4358 - val_mean_absolute_error: 350.1948 Epoch 581/5000 148/148 [==============================] - 0s 34us/step - loss: 79619.5703 - mean_absolute_error: 242.1718 - val_loss: 137265.9413 - val_mean_absolute_error: 350.1150 Epoch 582/5000 148/148 [==============================] - 0s 27us/step - loss: 79576.5234 - mean_absolute_error: 242.1046 - val_loss: 137204.4312 - val_mean_absolute_error: 350.0352 Epoch 583/5000 148/148 [==============================] - 0s 27us/step - loss: 79533.4844 - mean_absolute_error: 242.0374 - val_loss: 137142.8594 - val_mean_absolute_error: 349.9554 Epoch 584/5000 148/148 [==============================] - 0s 34us/step - loss: 79490.3984 - mean_absolute_error: 241.9701 - val_loss: 137081.1800 - val_mean_absolute_error: 349.8754 Epoch 585/5000 148/148 [==============================] - 0s 27us/step - loss: 79447.2578 - mean_absolute_error: 241.9026 - val_loss: 137019.5310 - val_mean_absolute_error: 349.7953 Epoch 586/5000 148/148 [==============================] - 0s 20us/step - loss: 79404.0938 - mean_absolute_error: 241.8352 - val_loss: 136957.8054 - val_mean_absolute_error: 349.7152 Epoch 587/5000 148/148 [==============================] - 0s 34us/step - loss: 79360.9219 - mean_absolute_error: 241.7676 - val_loss: 136896.0331 - val_mean_absolute_error: 349.6349 Epoch 588/5000 148/148 [==============================] - 0s 34us/step - loss: 79317.6953 - mean_absolute_error: 241.7000 - val_loss: 136834.2146 - val_mean_absolute_error: 349.5545 Epoch 589/5000 148/148 [==============================] - 0s 27us/step - loss: 79274.4375 - mean_absolute_error: 241.6323 - val_loss: 136772.3346 - val_mean_absolute_error: 349.4742 Epoch 590/5000 148/148 [==============================] - 0s 34us/step - loss: 79231.1328 - mean_absolute_error: 241.5646 - val_loss: 136710.4083 - val_mean_absolute_error: 349.3936 Epoch 591/5000 148/148 [==============================] - 0s 27us/step - loss: 79187.8281 - mean_absolute_error: 241.4968 - val_loss: 136648.4204 - val_mean_absolute_error: 349.3130 Epoch 592/5000 148/148 [==============================] - 0s 27us/step - loss: 79144.4688 - mean_absolute_error: 241.4289 - val_loss: 136586.3554 - val_mean_absolute_error: 349.2323 Epoch 593/5000 148/148 [==============================] - 0s 34us/step - loss: 79101.0547 - mean_absolute_error: 241.3609 - val_loss: 136524.1971 - val_mean_absolute_error: 349.1514 Epoch 594/5000 148/148 [==============================] - 0s 27us/step - loss: 79057.5859 - mean_absolute_error: 241.2928 - val_loss: 136461.9921 - val_mean_absolute_error: 349.0704 Epoch 595/5000 148/148 [==============================] - 0s 27us/step - loss: 79014.1094 - mean_absolute_error: 241.2247 - val_loss: 136399.7404 - val_mean_absolute_error: 348.9893 Epoch 596/5000 148/148 [==============================] - 0s 34us/step - loss: 78970.6016 - mean_absolute_error: 241.1564 - val_loss: 136337.3954 - val_mean_absolute_error: 348.9082 Epoch 597/5000 148/148 [==============================] - 0s 20us/step - loss: 78927.0547 - mean_absolute_error: 241.0882 - val_loss: 136274.9729 - val_mean_absolute_error: 348.8269 Epoch 598/5000 148/148 [==============================] - 0s 34us/step - loss: 78883.4219 - mean_absolute_error: 241.0197 - val_loss: 136212.5038 - val_mean_absolute_error: 348.7455 Epoch 599/5000 148/148 [==============================] - 0s 34us/step - loss: 78839.7422 - mean_absolute_error: 240.9512 - val_loss: 136149.9729 - val_mean_absolute_error: 348.6640 Epoch 600/5000 148/148 [==============================] - 0s 27us/step - loss: 78796.0156 - mean_absolute_error: 240.8826 - val_loss: 136087.3335 - val_mean_absolute_error: 348.5824 Epoch 601/5000 148/148 [==============================] - 0s 27us/step - loss: 78752.2422 - mean_absolute_error: 240.8139 - val_loss: 136024.6323 - val_mean_absolute_error: 348.5006 Epoch 602/5000 148/148 [==============================] - 0s 27us/step - loss: 78708.4219 - mean_absolute_error: 240.7451 - val_loss: 135961.8846 - val_mean_absolute_error: 348.4189 Epoch 603/5000 148/148 [==============================] - 0s 27us/step - loss: 78664.5703 - mean_absolute_error: 240.6763 - val_loss: 135899.0902 - val_mean_absolute_error: 348.3369 Epoch 604/5000 148/148 [==============================] - 0s 34us/step - loss: 78620.6719 - mean_absolute_error: 240.6073 - val_loss: 135836.2650 - val_mean_absolute_error: 348.2549 Epoch 605/5000 148/148 [==============================] - 0s 34us/step - loss: 78576.7500 - mean_absolute_error: 240.5383 - val_loss: 135773.3779 - val_mean_absolute_error: 348.1729 Epoch 606/5000 148/148 [==============================] - 0s 27us/step - loss: 78532.7812 - mean_absolute_error: 240.4692 - val_loss: 135710.4287 - val_mean_absolute_error: 348.0907 Epoch 607/5000 148/148 [==============================] - 0s 27us/step - loss: 78488.8047 - mean_absolute_error: 240.4000 - val_loss: 135647.4488 - val_mean_absolute_error: 348.0085 Epoch 608/5000 148/148 [==============================] - 0s 34us/step - loss: 78444.7734 - mean_absolute_error: 240.3308 - val_loss: 135584.3915 - val_mean_absolute_error: 347.9262 Epoch 609/5000 148/148 [==============================] - 0s 20us/step - loss: 78400.7188 - mean_absolute_error: 240.2615 - val_loss: 135521.2879 - val_mean_absolute_error: 347.8437 Epoch 610/5000 148/148 [==============================] - 0s 27us/step - loss: 78356.6406 - mean_absolute_error: 240.1920 - val_loss: 135458.1227 - val_mean_absolute_error: 347.7612 Epoch 611/5000 148/148 [==============================] - 0s 20us/step - loss: 78312.5234 - mean_absolute_error: 240.1226 - val_loss: 135394.9571 - val_mean_absolute_error: 347.6786 Epoch 612/5000 148/148 [==============================] - 0s 20us/step - loss: 78268.3828 - mean_absolute_error: 240.0531 - val_loss: 135331.7146 - val_mean_absolute_error: 347.5959 Epoch 613/5000 148/148 [==============================] - 0s 34us/step - loss: 78224.2109 - mean_absolute_error: 239.9835 - val_loss: 135268.4256 - val_mean_absolute_error: 347.5131 Epoch 614/5000 148/148 [==============================] - 0s 20us/step - loss: 78180.0156 - mean_absolute_error: 239.9138 - val_loss: 135205.0904 - val_mean_absolute_error: 347.4303 Epoch 615/5000 148/148 [==============================] - 0s 27us/step - loss: 78135.7734 - mean_absolute_error: 239.8441 - val_loss: 135141.7396 - val_mean_absolute_error: 347.3473 Epoch 616/5000 148/148 [==============================] - 0s 27us/step - loss: 78091.5234 - mean_absolute_error: 239.7742 - val_loss: 135078.3271 - val_mean_absolute_error: 347.2644 Epoch 617/5000 148/148 [==============================] - 0s 34us/step - loss: 78047.2500 - mean_absolute_error: 239.7043 - val_loss: 135014.8838 - val_mean_absolute_error: 347.1812 Epoch 618/5000 148/148 [==============================] - 0s 27us/step - loss: 78002.9297 - mean_absolute_error: 239.6344 - val_loss: 134951.3479 - val_mean_absolute_error: 347.0980 Epoch 619/5000 148/148 [==============================] - 0s 27us/step - loss: 77958.5625 - mean_absolute_error: 239.5643 - val_loss: 134887.8273 - val_mean_absolute_error: 347.0148 Epoch 620/5000 148/148 [==============================] - 0s 20us/step - loss: 77914.1875 - mean_absolute_error: 239.4942 - val_loss: 134824.2452 - val_mean_absolute_error: 346.9314 Epoch 621/5000 148/148 [==============================] - 0s 41us/step - loss: 77869.7656 - mean_absolute_error: 239.4240 - val_loss: 134760.5858 - val_mean_absolute_error: 346.8480 Epoch 622/5000 148/148 [==============================] - 0s 27us/step - loss: 77825.3125 - mean_absolute_error: 239.3537 - val_loss: 134696.8650 - val_mean_absolute_error: 346.7644 Epoch 623/5000 148/148 [==============================] - 0s 27us/step - loss: 77780.8281 - mean_absolute_error: 239.2833 - val_loss: 134633.0821 - val_mean_absolute_error: 346.6807 Epoch 624/5000 148/148 [==============================] - 0s 27us/step - loss: 77736.3281 - mean_absolute_error: 239.2128 - val_loss: 134569.2690 - val_mean_absolute_error: 346.5970 Epoch 625/5000 148/148 [==============================] - 0s 34us/step - loss: 77691.7891 - mean_absolute_error: 239.1423 - val_loss: 134505.3935 - val_mean_absolute_error: 346.5131 Epoch 626/5000 148/148 [==============================] - 0s 34us/step - loss: 77647.2266 - mean_absolute_error: 239.0718 - val_loss: 134441.4413 - val_mean_absolute_error: 346.4292 Epoch 627/5000 148/148 [==============================] - 0s 34us/step - loss: 77602.6250 - mean_absolute_error: 239.0012 - val_loss: 134377.4273 - val_mean_absolute_error: 346.3451 Epoch 628/5000 148/148 [==============================] - 0s 20us/step - loss: 77557.9922 - mean_absolute_error: 238.9304 - val_loss: 134313.4133 - val_mean_absolute_error: 346.2610 Epoch 629/5000 148/148 [==============================] - 0s 34us/step - loss: 77513.3438 - mean_absolute_error: 238.8596 - val_loss: 134249.3375 - val_mean_absolute_error: 346.1767 Epoch 630/5000 148/148 [==============================] - 0s 27us/step - loss: 77468.6641 - mean_absolute_error: 238.7888 - val_loss: 134185.2313 - val_mean_absolute_error: 346.0924 Epoch 631/5000 148/148 [==============================] - 0s 27us/step - loss: 77423.9766 - mean_absolute_error: 238.7179 - val_loss: 134121.0167 - val_mean_absolute_error: 346.0080 Epoch 632/5000 148/148 [==============================] - 0s 20us/step - loss: 77379.2188 - mean_absolute_error: 238.6469 - val_loss: 134056.8175 - val_mean_absolute_error: 345.9235 Epoch 633/5000 148/148 [==============================] - 0s 34us/step - loss: 77334.4766 - mean_absolute_error: 238.5759 - val_loss: 133992.5567 - val_mean_absolute_error: 345.8390 Epoch 634/5000 148/148 [==============================] - 0s 27us/step - loss: 77289.6953 - mean_absolute_error: 238.5047 - val_loss: 133928.2965 - val_mean_absolute_error: 345.7544 Epoch 635/5000 148/148 [==============================] - 0s 34us/step - loss: 77244.9141 - mean_absolute_error: 238.4336 - val_loss: 133863.9431 - val_mean_absolute_error: 345.6696 Epoch 636/5000 148/148 [==============================] - 0s 27us/step - loss: 77200.0859 - mean_absolute_error: 238.3623 - val_loss: 133799.5746 - val_mean_absolute_error: 345.5848 Epoch 637/5000 148/148 [==============================] - 0s 20us/step - loss: 77155.2344 - mean_absolute_error: 238.2911 - val_loss: 133735.1598 - val_mean_absolute_error: 345.5000 Epoch 638/5000 148/148 [==============================] - 0s 27us/step - loss: 77110.3281 - mean_absolute_error: 238.2196 - val_loss: 133670.6677 - val_mean_absolute_error: 345.4150 Epoch 639/5000 148/148 [==============================] - 0s 20us/step - loss: 77065.3438 - mean_absolute_error: 238.1481 - val_loss: 133606.1758 - val_mean_absolute_error: 345.3299 Epoch 640/5000 148/148 [==============================] - 0s 20us/step - loss: 77020.3750 - mean_absolute_error: 238.0765 - val_loss: 133541.6067 - val_mean_absolute_error: 345.2448 Epoch 641/5000 148/148 [==============================] - 0s 20us/step - loss: 76975.3516 - mean_absolute_error: 238.0048 - val_loss: 133476.9917 - val_mean_absolute_error: 345.1596 Epoch 642/5000 148/148 [==============================] - 0s 27us/step - loss: 76930.2812 - mean_absolute_error: 237.9330 - val_loss: 133412.3608 - val_mean_absolute_error: 345.0742 Epoch 643/5000 148/148 [==============================] - 0s 34us/step - loss: 76885.1719 - mean_absolute_error: 237.8612 - val_loss: 133347.6842 - val_mean_absolute_error: 344.9889 Epoch 644/5000 148/148 [==============================] - 0s 34us/step - loss: 76840.0312 - mean_absolute_error: 237.7892 - val_loss: 133282.8838 - val_mean_absolute_error: 344.9033 Epoch 645/5000 148/148 [==============================] - 0s 20us/step - loss: 76794.8359 - mean_absolute_error: 237.7171 - val_loss: 133218.0988 - val_mean_absolute_error: 344.8178 Epoch 646/5000 148/148 [==============================] - 0s 27us/step - loss: 76749.6406 - mean_absolute_error: 237.6450 - val_loss: 133153.2679 - val_mean_absolute_error: 344.7320 Epoch 647/5000 148/148 [==============================] - 0s 20us/step - loss: 76704.4062 - mean_absolute_error: 237.5728 - val_loss: 133088.3906 - val_mean_absolute_error: 344.6463 Epoch 648/5000 148/148 [==============================] - 0s 27us/step - loss: 76659.1562 - mean_absolute_error: 237.5005 - val_loss: 133023.4825 - val_mean_absolute_error: 344.5605 Epoch 649/5000 148/148 [==============================] - 0s 34us/step - loss: 76613.8750 - mean_absolute_error: 237.4282 - val_loss: 132958.5438 - val_mean_absolute_error: 344.4747 Epoch 650/5000 148/148 [==============================] - 0s 27us/step - loss: 76568.5469 - mean_absolute_error: 237.3557 - val_loss: 132893.5738 - val_mean_absolute_error: 344.3887 Epoch 651/5000 148/148 [==============================] - 0s 20us/step - loss: 76523.1641 - mean_absolute_error: 237.2832 - val_loss: 132828.5579 - val_mean_absolute_error: 344.3026 Epoch 652/5000 148/148 [==============================] - 0s 20us/step - loss: 76477.7578 - mean_absolute_error: 237.2106 - val_loss: 132763.4646 - val_mean_absolute_error: 344.2165 Epoch 653/5000 148/148 [==============================] - 0s 34us/step - loss: 76432.2812 - mean_absolute_error: 237.1377 - val_loss: 132698.3563 - val_mean_absolute_error: 344.1302 Epoch 654/5000 148/148 [==============================] - 0s 27us/step - loss: 76386.7969 - mean_absolute_error: 237.0650 - val_loss: 132633.1700 - val_mean_absolute_error: 344.0439 Epoch 655/5000 148/148 [==============================] - 0s 20us/step - loss: 76341.2500 - mean_absolute_error: 236.9921 - val_loss: 132567.9215 - val_mean_absolute_error: 343.9575 Epoch 656/5000 148/148 [==============================] - 0s 34us/step - loss: 76295.6797 - mean_absolute_error: 236.9191 - val_loss: 132502.5952 - val_mean_absolute_error: 343.8709 Epoch 657/5000 148/148 [==============================] - 0s 34us/step - loss: 76250.0781 - mean_absolute_error: 236.8460 - val_loss: 132437.2377 - val_mean_absolute_error: 343.7842 Epoch 658/5000 148/148 [==============================] - 0s 27us/step - loss: 76204.4375 - mean_absolute_error: 236.7729 - val_loss: 132371.8025 - val_mean_absolute_error: 343.6975 Epoch 659/5000 148/148 [==============================] - 0s 27us/step - loss: 76158.7812 - mean_absolute_error: 236.6998 - val_loss: 132306.2900 - val_mean_absolute_error: 343.6106 Epoch 660/5000 148/148 [==============================] - 0s 20us/step - loss: 76113.0938 - mean_absolute_error: 236.6265 - val_loss: 132240.6846 - val_mean_absolute_error: 343.5235 Epoch 661/5000 148/148 [==============================] - 0s 27us/step - loss: 76067.3594 - mean_absolute_error: 236.5532 - val_loss: 132175.0635 - val_mean_absolute_error: 343.4364 Epoch 662/5000 148/148 [==============================] - 0s 34us/step - loss: 76021.6172 - mean_absolute_error: 236.4798 - val_loss: 132109.4113 - val_mean_absolute_error: 343.3493 Epoch 663/5000 148/148 [==============================] - 0s 27us/step - loss: 75975.8516 - mean_absolute_error: 236.4063 - val_loss: 132043.7048 - val_mean_absolute_error: 343.2620 Epoch 664/5000 148/148 [==============================] - 0s 27us/step - loss: 75930.0703 - mean_absolute_error: 236.3328 - val_loss: 131977.9133 - val_mean_absolute_error: 343.1746 Epoch 665/5000 148/148 [==============================] - 0s 27us/step - loss: 75884.2344 - mean_absolute_error: 236.2592 - val_loss: 131912.1450 - val_mean_absolute_error: 343.0871 Epoch 666/5000 148/148 [==============================] - 0s 41us/step - loss: 75838.3828 - mean_absolute_error: 236.1855 - val_loss: 131846.2915 - val_mean_absolute_error: 342.9997 Epoch 667/5000 148/148 [==============================] - 0s 34us/step - loss: 75792.5234 - mean_absolute_error: 236.1118 - val_loss: 131780.3912 - val_mean_absolute_error: 342.9121 Epoch 668/5000 148/148 [==============================] - 0s 34us/step - loss: 75746.6328 - mean_absolute_error: 236.0380 - val_loss: 131714.4373 - val_mean_absolute_error: 342.8243 Epoch 669/5000 148/148 [==============================] - 0s 34us/step - loss: 75700.6641 - mean_absolute_error: 235.9640 - val_loss: 131648.4831 - val_mean_absolute_error: 342.7366 Epoch 670/5000 148/148 [==============================] - 0s 27us/step - loss: 75654.6953 - mean_absolute_error: 235.8900 - val_loss: 131582.4981 - val_mean_absolute_error: 342.6487 Epoch 671/5000 148/148 [==============================] - 0s 47us/step - loss: 75608.6953 - mean_absolute_error: 235.8160 - val_loss: 131516.4513 - val_mean_absolute_error: 342.5608 Epoch 672/5000 148/148 [==============================] - 0s 34us/step - loss: 75562.6719 - mean_absolute_error: 235.7418 - val_loss: 131450.3813 - val_mean_absolute_error: 342.4728 Epoch 673/5000 148/148 [==============================] - 0s 20us/step - loss: 75516.6406 - mean_absolute_error: 235.6676 - val_loss: 131384.2650 - val_mean_absolute_error: 342.3848 Epoch 674/5000 148/148 [==============================] - 0s 27us/step - loss: 75470.5703 - mean_absolute_error: 235.5934 - val_loss: 131318.1252 - val_mean_absolute_error: 342.2966 Epoch 675/5000 148/148 [==============================] - 0s 20us/step - loss: 75424.4766 - mean_absolute_error: 235.5190 - val_loss: 131251.9315 - val_mean_absolute_error: 342.2084 Epoch 676/5000 148/148 [==============================] - 0s 34us/step - loss: 75378.3281 - mean_absolute_error: 235.4445 - val_loss: 131185.6765 - val_mean_absolute_error: 342.1200 Epoch 677/5000 148/148 [==============================] - 0s 47us/step - loss: 75332.1484 - mean_absolute_error: 235.3700 - val_loss: 131119.4133 - val_mean_absolute_error: 342.0316 Epoch 678/5000 148/148 [==============================] - 0s 27us/step - loss: 75285.9297 - mean_absolute_error: 235.2954 - val_loss: 131053.0577 - val_mean_absolute_error: 341.9431 Epoch 679/5000 148/148 [==============================] - 0s 20us/step - loss: 75239.6641 - mean_absolute_error: 235.2207 - val_loss: 130986.6867 - val_mean_absolute_error: 341.8545 Epoch 680/5000 148/148 [==============================] - 0s 27us/step - loss: 75193.4062 - mean_absolute_error: 235.1460 - val_loss: 130920.2925 - val_mean_absolute_error: 341.7659 Epoch 681/5000 148/148 [==============================] - 0s 34us/step - loss: 75147.1250 - mean_absolute_error: 235.0712 - val_loss: 130853.8523 - val_mean_absolute_error: 341.6772 Epoch 682/5000 148/148 [==============================] - 0s 27us/step - loss: 75100.8047 - mean_absolute_error: 234.9962 - val_loss: 130787.3500 - val_mean_absolute_error: 341.5883 Epoch 683/5000 148/148 [==============================] - 0s 27us/step - loss: 75054.4766 - mean_absolute_error: 234.9213 - val_loss: 130720.8633 - val_mean_absolute_error: 341.4995 Epoch 684/5000 148/148 [==============================] - 0s 20us/step - loss: 75008.1172 - mean_absolute_error: 234.8463 - val_loss: 130654.3075 - val_mean_absolute_error: 341.4105 Epoch 685/5000 148/148 [==============================] - 0s 34us/step - loss: 74961.7344 - mean_absolute_error: 234.7712 - val_loss: 130587.7050 - val_mean_absolute_error: 341.3215 Epoch 686/5000 148/148 [==============================] - 0s 34us/step - loss: 74915.3438 - mean_absolute_error: 234.6961 - val_loss: 130521.0721 - val_mean_absolute_error: 341.2323 Epoch 687/5000 148/148 [==============================] - 0s 34us/step - loss: 74868.9219 - mean_absolute_error: 234.6208 - val_loss: 130454.4387 - val_mean_absolute_error: 341.1431 Epoch 688/5000 148/148 [==============================] - 0s 20us/step - loss: 74822.4844 - mean_absolute_error: 234.5456 - val_loss: 130387.7285 - val_mean_absolute_error: 341.0538 Epoch 689/5000 148/148 [==============================] - 0s 27us/step - loss: 74776.0312 - mean_absolute_error: 234.4702 - val_loss: 130320.9721 - val_mean_absolute_error: 340.9644 Epoch 690/5000 148/148 [==============================] - 0s 34us/step - loss: 74729.5312 - mean_absolute_error: 234.3948 - val_loss: 130254.2079 - val_mean_absolute_error: 340.8750 Epoch 691/5000 148/148 [==============================] - 0s 27us/step - loss: 74683.0312 - mean_absolute_error: 234.3193 - val_loss: 130187.4056 - val_mean_absolute_error: 340.7855 Epoch 692/5000 148/148 [==============================] - 0s 20us/step - loss: 74636.5234 - mean_absolute_error: 234.2438 - val_loss: 130120.5875 - val_mean_absolute_error: 340.6959 Epoch 693/5000 148/148 [==============================] - 0s 27us/step - loss: 74589.9844 - mean_absolute_error: 234.1682 - val_loss: 130053.7231 - val_mean_absolute_error: 340.6063 Epoch 694/5000 148/148 [==============================] - 0s 27us/step - loss: 74543.4219 - mean_absolute_error: 234.0925 - val_loss: 129986.8356 - val_mean_absolute_error: 340.5166 Epoch 695/5000 148/148 [==============================] - 0s 27us/step - loss: 74496.8672 - mean_absolute_error: 234.0168 - val_loss: 129919.9175 - val_mean_absolute_error: 340.4268 Epoch 696/5000 148/148 [==============================] - 0s 34us/step - loss: 74450.2734 - mean_absolute_error: 233.9410 - val_loss: 129852.9454 - val_mean_absolute_error: 340.3369 Epoch 697/5000 148/148 [==============================] - 0s 34us/step - loss: 74403.6719 - mean_absolute_error: 233.8652 - val_loss: 129785.9500 - val_mean_absolute_error: 340.2469 Epoch 698/5000 148/148 [==============================] - 0s 27us/step - loss: 74357.0469 - mean_absolute_error: 233.7892 - val_loss: 129718.9396 - val_mean_absolute_error: 340.1569 Epoch 699/5000 148/148 [==============================] - 0s 20us/step - loss: 74310.4062 - mean_absolute_error: 233.7132 - val_loss: 129651.8748 - val_mean_absolute_error: 340.0669 Epoch 700/5000 148/148 [==============================] - 0s 41us/step - loss: 74263.7422 - mean_absolute_error: 233.6372 - val_loss: 129584.7485 - val_mean_absolute_error: 339.9766 Epoch 701/5000 148/148 [==============================] - 0s 41us/step - loss: 74217.0234 - mean_absolute_error: 233.5610 - val_loss: 129517.6302 - val_mean_absolute_error: 339.8863 Epoch 702/5000 148/148 [==============================] - 0s 34us/step - loss: 74170.3047 - mean_absolute_error: 233.4848 - val_loss: 129450.4037 - val_mean_absolute_error: 339.7958 Epoch 703/5000 148/148 [==============================] - 0s 20us/step - loss: 74123.5312 - mean_absolute_error: 233.4084 - val_loss: 129383.2238 - val_mean_absolute_error: 339.7053 Epoch 704/5000 148/148 [==============================] - 0s 27us/step - loss: 74076.7656 - mean_absolute_error: 233.3321 - val_loss: 129315.9894 - val_mean_absolute_error: 339.6148 Epoch 705/5000 148/148 [==============================] - 0s 34us/step - loss: 74029.9766 - mean_absolute_error: 233.2556 - val_loss: 129248.7015 - val_mean_absolute_error: 339.5241 Epoch 706/5000 148/148 [==============================] - 0s 27us/step - loss: 73983.1406 - mean_absolute_error: 233.1790 - val_loss: 129181.4212 - val_mean_absolute_error: 339.4335 Epoch 707/5000 148/148 [==============================] - 0s 20us/step - loss: 73936.3125 - mean_absolute_error: 233.1024 - val_loss: 129114.1025 - val_mean_absolute_error: 339.3427 Epoch 708/5000 148/148 [==============================] - 0s 34us/step - loss: 73889.4688 - mean_absolute_error: 233.0257 - val_loss: 129046.7375 - val_mean_absolute_error: 339.2518 Epoch 709/5000 148/148 [==============================] - 0s 27us/step - loss: 73842.5703 - mean_absolute_error: 232.9488 - val_loss: 128979.3648 - val_mean_absolute_error: 339.1609 Epoch 710/5000 148/148 [==============================] - 0s 20us/step - loss: 73795.6797 - mean_absolute_error: 232.8720 - val_loss: 128911.9842 - val_mean_absolute_error: 339.0699 Epoch 711/5000 148/148 [==============================] - 0s 27us/step - loss: 73748.7578 - mean_absolute_error: 232.7951 - val_loss: 128844.5346 - val_mean_absolute_error: 338.9789 Epoch 712/5000 148/148 [==============================] - 0s 34us/step - loss: 73701.7891 - mean_absolute_error: 232.7181 - val_loss: 128776.9923 - val_mean_absolute_error: 338.8877 Epoch 713/5000 148/148 [==============================] - 0s 20us/step - loss: 73654.7969 - mean_absolute_error: 232.6410 - val_loss: 128709.4115 - val_mean_absolute_error: 338.7963 Epoch 714/5000 148/148 [==============================] - 0s 27us/step - loss: 73607.7891 - mean_absolute_error: 232.5638 - val_loss: 128641.7690 - val_mean_absolute_error: 338.7050 Epoch 715/5000 148/148 [==============================] - 0s 20us/step - loss: 73560.7578 - mean_absolute_error: 232.4866 - val_loss: 128574.0956 - val_mean_absolute_error: 338.6135 Epoch 716/5000 148/148 [==============================] - 0s 34us/step - loss: 73513.7109 - mean_absolute_error: 232.4094 - val_loss: 128506.3919 - val_mean_absolute_error: 338.5219 Epoch 717/5000 148/148 [==============================] - 0s 27us/step - loss: 73466.6406 - mean_absolute_error: 232.3321 - val_loss: 128438.6492 - val_mean_absolute_error: 338.4303 Epoch 718/5000 148/148 [==============================] - 0s 34us/step - loss: 73419.5469 - mean_absolute_error: 232.2547 - val_loss: 128370.8683 - val_mean_absolute_error: 338.3386 Epoch 719/5000 148/148 [==============================] - 0s 34us/step - loss: 73372.4375 - mean_absolute_error: 232.1772 - val_loss: 128303.0485 - val_mean_absolute_error: 338.2468 Epoch 720/5000 148/148 [==============================] - 0s 34us/step - loss: 73325.3281 - mean_absolute_error: 232.0997 - val_loss: 128235.2058 - val_mean_absolute_error: 338.1549 Epoch 721/5000 148/148 [==============================] - 0s 34us/step - loss: 73278.1719 - mean_absolute_error: 232.0221 - val_loss: 128167.3092 - val_mean_absolute_error: 338.0630 Epoch 722/5000 148/148 [==============================] - 0s 34us/step - loss: 73231.0234 - mean_absolute_error: 231.9444 - val_loss: 128099.3665 - val_mean_absolute_error: 337.9709 Epoch 723/5000 148/148 [==============================] - 0s 27us/step - loss: 73183.8281 - mean_absolute_error: 231.8667 - val_loss: 128031.4081 - val_mean_absolute_error: 337.8788 Epoch 724/5000 148/148 [==============================] - 0s 27us/step - loss: 73136.6328 - mean_absolute_error: 231.7890 - val_loss: 127963.4267 - val_mean_absolute_error: 337.7866 Epoch 725/5000 148/148 [==============================] - 0s 20us/step - loss: 73089.4219 - mean_absolute_error: 231.7111 - val_loss: 127895.4300 - val_mean_absolute_error: 337.6944 Epoch 726/5000 148/148 [==============================] - 0s 27us/step - loss: 73042.2109 - mean_absolute_error: 231.6332 - val_loss: 127827.3562 - val_mean_absolute_error: 337.6020 Epoch 727/5000 148/148 [==============================] - 0s 34us/step - loss: 72994.9453 - mean_absolute_error: 231.5552 - val_loss: 127759.2512 - val_mean_absolute_error: 337.5096 Epoch 728/5000 148/148 [==============================] - 0s 27us/step - loss: 72947.6250 - mean_absolute_error: 231.4772 - val_loss: 127691.1315 - val_mean_absolute_error: 337.4171 Epoch 729/5000 148/148 [==============================] - 0s 20us/step - loss: 72900.2734 - mean_absolute_error: 231.3990 - val_loss: 127622.9419 - val_mean_absolute_error: 337.3245 Epoch 730/5000 148/148 [==============================] - 0s 27us/step - loss: 72852.8906 - mean_absolute_error: 231.3207 - val_loss: 127554.7063 - val_mean_absolute_error: 337.2318 Epoch 731/5000 148/148 [==============================] - 0s 27us/step - loss: 72805.4766 - mean_absolute_error: 231.2423 - val_loss: 127486.4398 - val_mean_absolute_error: 337.1390 Epoch 732/5000 148/148 [==============================] - 0s 27us/step - loss: 72758.0469 - mean_absolute_error: 231.1639 - val_loss: 127418.0810 - val_mean_absolute_error: 337.0461 Epoch 733/5000 148/148 [==============================] - 0s 34us/step - loss: 72710.5703 - mean_absolute_error: 231.0854 - val_loss: 127349.7452 - val_mean_absolute_error: 336.9531 Epoch 734/5000 148/148 [==============================] - 0s 34us/step - loss: 72663.1094 - mean_absolute_error: 231.0068 - val_loss: 127281.3633 - val_mean_absolute_error: 336.8600 Epoch 735/5000 148/148 [==============================] - 0s 27us/step - loss: 72615.5938 - mean_absolute_error: 230.9282 - val_loss: 127212.8810 - val_mean_absolute_error: 336.7669 Epoch 736/5000 148/148 [==============================] - 0s 27us/step - loss: 72568.0703 - mean_absolute_error: 230.8494 - val_loss: 127144.3448 - val_mean_absolute_error: 336.6735 Epoch 737/5000 148/148 [==============================] - 0s 27us/step - loss: 72520.5078 - mean_absolute_error: 230.7706 - val_loss: 127075.6929 - val_mean_absolute_error: 336.5801 Epoch 738/5000 148/148 [==============================] - 0s 27us/step - loss: 72472.9219 - mean_absolute_error: 230.6917 - val_loss: 127007.0567 - val_mean_absolute_error: 336.4865 Epoch 739/5000 148/148 [==============================] - 0s 27us/step - loss: 72425.3281 - mean_absolute_error: 230.6127 - val_loss: 126938.3819 - val_mean_absolute_error: 336.3930 Epoch 740/5000 148/148 [==============================] - 0s 34us/step - loss: 72377.7188 - mean_absolute_error: 230.5337 - val_loss: 126869.6760 - val_mean_absolute_error: 336.2993 Epoch 741/5000 148/148 [==============================] - 0s 20us/step - loss: 72330.1016 - mean_absolute_error: 230.4546 - val_loss: 126800.8933 - val_mean_absolute_error: 336.2055 Epoch 742/5000 148/148 [==============================] - 0s 27us/step - loss: 72282.4297 - mean_absolute_error: 230.3754 - val_loss: 126732.1260 - val_mean_absolute_error: 336.1116 Epoch 743/5000 148/148 [==============================] - 0s 20us/step - loss: 72234.7734 - mean_absolute_error: 230.2962 - val_loss: 126663.3356 - val_mean_absolute_error: 336.0177 Epoch 744/5000 148/148 [==============================] - 0s 34us/step - loss: 72187.1172 - mean_absolute_error: 230.2170 - val_loss: 126594.4990 - val_mean_absolute_error: 335.9237 Epoch 745/5000 148/148 [==============================] - 0s 27us/step - loss: 72139.4297 - mean_absolute_error: 230.1376 - val_loss: 126525.6471 - val_mean_absolute_error: 335.8297 Epoch 746/5000 148/148 [==============================] - 0s 20us/step - loss: 72091.7344 - mean_absolute_error: 230.0582 - val_loss: 126456.7565 - val_mean_absolute_error: 335.7356 Epoch 747/5000 148/148 [==============================] - 0s 41us/step - loss: 72044.0312 - mean_absolute_error: 229.9788 - val_loss: 126387.8196 - val_mean_absolute_error: 335.6413 Epoch 748/5000 148/148 [==============================] - 0s 27us/step - loss: 71996.2812 - mean_absolute_error: 229.8992 - val_loss: 126318.8750 - val_mean_absolute_error: 335.5470 Epoch 749/5000 148/148 [==============================] - 0s 27us/step - loss: 71948.5547 - mean_absolute_error: 229.8197 - val_loss: 126249.9073 - val_mean_absolute_error: 335.4527 Epoch 750/5000 148/148 [==============================] - 0s 20us/step - loss: 71900.8047 - mean_absolute_error: 229.7400 - val_loss: 126180.9244 - val_mean_absolute_error: 335.3583 Epoch 751/5000 148/148 [==============================] - 0s 20us/step - loss: 71853.0391 - mean_absolute_error: 229.6603 - val_loss: 126111.9106 - val_mean_absolute_error: 335.2638 Epoch 752/5000 148/148 [==============================] - 0s 34us/step - loss: 71805.2734 - mean_absolute_error: 229.5806 - val_loss: 126042.8813 - val_mean_absolute_error: 335.1692 Epoch 753/5000 148/148 [==============================] - 0s 27us/step - loss: 71757.4766 - mean_absolute_error: 229.5007 - val_loss: 125973.8137 - val_mean_absolute_error: 335.0746 Epoch 754/5000 148/148 [==============================] - 0s 27us/step - loss: 71709.6875 - mean_absolute_error: 229.4209 - val_loss: 125904.7304 - val_mean_absolute_error: 334.9799 Epoch 755/5000 148/148 [==============================] - 0s 27us/step - loss: 71661.8828 - mean_absolute_error: 229.3410 - val_loss: 125835.6008 - val_mean_absolute_error: 334.8851 Epoch 756/5000 148/148 [==============================] - 0s 27us/step - loss: 71614.0703 - mean_absolute_error: 229.2610 - val_loss: 125766.4871 - val_mean_absolute_error: 334.7903 Epoch 757/5000 148/148 [==============================] - 0s 34us/step - loss: 71566.2344 - mean_absolute_error: 229.1810 - val_loss: 125697.3113 - val_mean_absolute_error: 334.6954 Epoch 758/5000 148/148 [==============================] - 0s 27us/step - loss: 71518.4062 - mean_absolute_error: 229.1008 - val_loss: 125628.1435 - val_mean_absolute_error: 334.6004 Epoch 759/5000 148/148 [==============================] - 0s 34us/step - loss: 71470.5469 - mean_absolute_error: 229.0207 - val_loss: 125558.9373 - val_mean_absolute_error: 334.5054 Epoch 760/5000 148/148 [==============================] - 0s 20us/step - loss: 71422.6797 - mean_absolute_error: 228.9405 - val_loss: 125489.7154 - val_mean_absolute_error: 334.4103 Epoch 761/5000 148/148 [==============================] - 0s 34us/step - loss: 71374.8203 - mean_absolute_error: 228.8602 - val_loss: 125420.4704 - val_mean_absolute_error: 334.3151 Epoch 762/5000 148/148 [==============================] - 0s 34us/step - loss: 71326.9375 - mean_absolute_error: 228.7799 - val_loss: 125351.2023 - val_mean_absolute_error: 334.2199 Epoch 763/5000 148/148 [==============================] - 0s 27us/step - loss: 71279.0469 - mean_absolute_error: 228.6995 - val_loss: 125281.8725 - val_mean_absolute_error: 334.1246 Epoch 764/5000 148/148 [==============================] - 0s 20us/step - loss: 71231.1250 - mean_absolute_error: 228.6191 - val_loss: 125212.5581 - val_mean_absolute_error: 334.0291 Epoch 765/5000 148/148 [==============================] - 0s 34us/step - loss: 71183.2109 - mean_absolute_error: 228.5386 - val_loss: 125143.2056 - val_mean_absolute_error: 333.9336 Epoch 766/5000 148/148 [==============================] - 0s 20us/step - loss: 71135.2891 - mean_absolute_error: 228.4580 - val_loss: 125073.8373 - val_mean_absolute_error: 333.8381 Epoch 767/5000 148/148 [==============================] - 0s 34us/step - loss: 71087.3672 - mean_absolute_error: 228.3774 - val_loss: 125004.4304 - val_mean_absolute_error: 333.7425 Epoch 768/5000 148/148 [==============================] - 0s 41us/step - loss: 71039.4297 - mean_absolute_error: 228.2968 - val_loss: 124935.0163 - val_mean_absolute_error: 333.6469 Epoch 769/5000 148/148 [==============================] - 0s 27us/step - loss: 70991.4766 - mean_absolute_error: 228.2161 - val_loss: 124865.5863 - val_mean_absolute_error: 333.5511 Epoch 770/5000 148/148 [==============================] - 0s 27us/step - loss: 70943.5234 - mean_absolute_error: 228.1352 - val_loss: 124796.1256 - val_mean_absolute_error: 333.4553 Epoch 771/5000 148/148 [==============================] - 0s 27us/step - loss: 70895.5469 - mean_absolute_error: 228.0544 - val_loss: 124726.6340 - val_mean_absolute_error: 333.3594 Epoch 772/5000 148/148 [==============================] - 0s 34us/step - loss: 70847.5781 - mean_absolute_error: 227.9736 - val_loss: 124657.1348 - val_mean_absolute_error: 333.2635 Epoch 773/5000 148/148 [==============================] - 0s 34us/step - loss: 70799.5859 - mean_absolute_error: 227.8926 - val_loss: 124587.6281 - val_mean_absolute_error: 333.1674 Epoch 774/5000 148/148 [==============================] - 0s 34us/step - loss: 70751.5938 - mean_absolute_error: 227.8116 - val_loss: 124518.0748 - val_mean_absolute_error: 333.0714 Epoch 775/5000 148/148 [==============================] - 0s 27us/step - loss: 70703.5938 - mean_absolute_error: 227.7306 - val_loss: 124448.4833 - val_mean_absolute_error: 332.9752 Epoch 776/5000 148/148 [==============================] - 0s 27us/step - loss: 70655.5625 - mean_absolute_error: 227.6495 - val_loss: 124378.8452 - val_mean_absolute_error: 332.8789 Epoch 777/5000 148/148 [==============================] - 0s 20us/step - loss: 70607.5312 - mean_absolute_error: 227.5683 - val_loss: 124309.2075 - val_mean_absolute_error: 332.7826 Epoch 778/5000 148/148 [==============================] - 0s 20us/step - loss: 70559.5156 - mean_absolute_error: 227.4871 - val_loss: 124239.5312 - val_mean_absolute_error: 332.6862 Epoch 779/5000 148/148 [==============================] - 0s 41us/step - loss: 70511.4766 - mean_absolute_error: 227.4058 - val_loss: 124169.8165 - val_mean_absolute_error: 332.5897 Epoch 780/5000 148/148 [==============================] - 0s 34us/step - loss: 70463.4062 - mean_absolute_error: 227.3245 - val_loss: 124100.1012 - val_mean_absolute_error: 332.4932 Epoch 781/5000 148/148 [==============================] - 0s 27us/step - loss: 70415.3594 - mean_absolute_error: 227.2431 - val_loss: 124030.3633 - val_mean_absolute_error: 332.3966 Epoch 782/5000 148/148 [==============================] - 0s 27us/step - loss: 70367.2891 - mean_absolute_error: 227.1617 - val_loss: 123960.6177 - val_mean_absolute_error: 332.2999 Epoch 783/5000 148/148 [==============================] - 0s 34us/step - loss: 70319.2188 - mean_absolute_error: 227.0802 - val_loss: 123890.8488 - val_mean_absolute_error: 332.2031 Epoch 784/5000 148/148 [==============================] - 0s 27us/step - loss: 70271.1328 - mean_absolute_error: 226.9987 - val_loss: 123821.0567 - val_mean_absolute_error: 332.1063 Epoch 785/5000 148/148 [==============================] - 0s 27us/step - loss: 70223.0312 - mean_absolute_error: 226.9170 - val_loss: 123751.2650 - val_mean_absolute_error: 332.0095 Epoch 786/5000 148/148 [==============================] - 0s 27us/step - loss: 70174.9219 - mean_absolute_error: 226.8354 - val_loss: 123681.4113 - val_mean_absolute_error: 331.9125 Epoch 787/5000 148/148 [==============================] - 0s 34us/step - loss: 70126.8281 - mean_absolute_error: 226.7536 - val_loss: 123611.5808 - val_mean_absolute_error: 331.8155 Epoch 788/5000 148/148 [==============================] - 0s 34us/step - loss: 70078.7031 - mean_absolute_error: 226.6719 - val_loss: 123541.7196 - val_mean_absolute_error: 331.7185 Epoch 789/5000 148/148 [==============================] - 0s 20us/step - loss: 70030.5859 - mean_absolute_error: 226.5900 - val_loss: 123471.7890 - val_mean_absolute_error: 331.6213 Epoch 790/5000 148/148 [==============================] - 0s 47us/step - loss: 69982.4375 - mean_absolute_error: 226.5081 - val_loss: 123401.8892 - val_mean_absolute_error: 331.5241 Epoch 791/5000 148/148 [==============================] - 0s 27us/step - loss: 69934.2734 - mean_absolute_error: 226.4261 - val_loss: 123331.9354 - val_mean_absolute_error: 331.4269 Epoch 792/5000 148/148 [==============================] - 0s 27us/step - loss: 69886.0859 - mean_absolute_error: 226.3440 - val_loss: 123262.0202 - val_mean_absolute_error: 331.3296 Epoch 793/5000 148/148 [==============================] - 0s 27us/step - loss: 69837.8906 - mean_absolute_error: 226.2619 - val_loss: 123192.0048 - val_mean_absolute_error: 331.2322 Epoch 794/5000 148/148 [==============================] - 0s 34us/step - loss: 69789.6328 - mean_absolute_error: 226.1796 - val_loss: 123122.0125 - val_mean_absolute_error: 331.1347 Epoch 795/5000 148/148 [==============================] - 0s 34us/step - loss: 69741.3594 - mean_absolute_error: 226.0973 - val_loss: 123052.0048 - val_mean_absolute_error: 331.0371 Epoch 796/5000 148/148 [==============================] - 0s 34us/step - loss: 69693.0781 - mean_absolute_error: 226.0149 - val_loss: 122981.9665 - val_mean_absolute_error: 330.9395 Epoch 797/5000 148/148 [==============================] - 0s 27us/step - loss: 69644.7812 - mean_absolute_error: 225.9325 - val_loss: 122911.8971 - val_mean_absolute_error: 330.8419 Epoch 798/5000 148/148 [==============================] - 0s 20us/step - loss: 69596.4766 - mean_absolute_error: 225.8499 - val_loss: 122841.8048 - val_mean_absolute_error: 330.7440 Epoch 799/5000 148/148 [==============================] - 0s 34us/step - loss: 69548.1719 - mean_absolute_error: 225.7674 - val_loss: 122771.6890 - val_mean_absolute_error: 330.6462 Epoch 800/5000 148/148 [==============================] - 0s 34us/step - loss: 69499.8359 - mean_absolute_error: 225.6848 - val_loss: 122701.5658 - val_mean_absolute_error: 330.5483 Epoch 801/5000 148/148 [==============================] - 0s 20us/step - loss: 69451.4531 - mean_absolute_error: 225.6020 - val_loss: 122631.3808 - val_mean_absolute_error: 330.4503 Epoch 802/5000 148/148 [==============================] - 0s 20us/step - loss: 69403.0391 - mean_absolute_error: 225.5192 - val_loss: 122561.1727 - val_mean_absolute_error: 330.3523 Epoch 803/5000 148/148 [==============================] - 0s 34us/step - loss: 69354.6172 - mean_absolute_error: 225.4363 - val_loss: 122490.9419 - val_mean_absolute_error: 330.2541 Epoch 804/5000 148/148 [==============================] - 0s 34us/step - loss: 69306.1719 - mean_absolute_error: 225.3534 - val_loss: 122420.6798 - val_mean_absolute_error: 330.1559 Epoch 805/5000 148/148 [==============================] - 0s 27us/step - loss: 69257.7266 - mean_absolute_error: 225.2704 - val_loss: 122350.3640 - val_mean_absolute_error: 330.0576 Epoch 806/5000 148/148 [==============================] - 0s 27us/step - loss: 69209.2422 - mean_absolute_error: 225.1873 - val_loss: 122280.0325 - val_mean_absolute_error: 329.9592 Epoch 807/5000 148/148 [==============================] - 0s 27us/step - loss: 69160.7656 - mean_absolute_error: 225.1042 - val_loss: 122209.6781 - val_mean_absolute_error: 329.8608 Epoch 808/5000 148/148 [==============================] - 0s 27us/step - loss: 69112.2734 - mean_absolute_error: 225.0211 - val_loss: 122139.3083 - val_mean_absolute_error: 329.7623 Epoch 809/5000 148/148 [==============================] - 0s 27us/step - loss: 69063.7734 - mean_absolute_error: 224.9378 - val_loss: 122068.8923 - val_mean_absolute_error: 329.6637 Epoch 810/5000 148/148 [==============================] - 0s 27us/step - loss: 69015.2344 - mean_absolute_error: 224.8545 - val_loss: 121998.4452 - val_mean_absolute_error: 329.5650 Epoch 811/5000 148/148 [==============================] - 0s 20us/step - loss: 68966.6641 - mean_absolute_error: 224.7710 - val_loss: 121927.9908 - val_mean_absolute_error: 329.4663 Epoch 812/5000 148/148 [==============================] - 0s 27us/step - loss: 68918.0938 - mean_absolute_error: 224.6876 - val_loss: 121857.5208 - val_mean_absolute_error: 329.3675 Epoch 813/5000 148/148 [==============================] - 0s 27us/step - loss: 68869.5234 - mean_absolute_error: 224.6041 - val_loss: 121787.0200 - val_mean_absolute_error: 329.2686 Epoch 814/5000 148/148 [==============================] - 0s 27us/step - loss: 68820.9531 - mean_absolute_error: 224.5205 - val_loss: 121716.4650 - val_mean_absolute_error: 329.1695 Epoch 815/5000 148/148 [==============================] - 0s 34us/step - loss: 68772.3281 - mean_absolute_error: 224.4368 - val_loss: 121645.8950 - val_mean_absolute_error: 329.0705 Epoch 816/5000 148/148 [==============================] - 0s 27us/step - loss: 68723.7266 - mean_absolute_error: 224.3531 - val_loss: 121575.3248 - val_mean_absolute_error: 328.9714 Epoch 817/5000 148/148 [==============================] - 0s 27us/step - loss: 68675.1250 - mean_absolute_error: 224.2694 - val_loss: 121504.7315 - val_mean_absolute_error: 328.8722 Epoch 818/5000 148/148 [==============================] - 0s 20us/step - loss: 68626.4766 - mean_absolute_error: 224.1855 - val_loss: 121434.0690 - val_mean_absolute_error: 328.7729 Epoch 819/5000 148/148 [==============================] - 0s 27us/step - loss: 68577.7891 - mean_absolute_error: 224.1016 - val_loss: 121363.4065 - val_mean_absolute_error: 328.6736 Epoch 820/5000 148/148 [==============================] - 0s 34us/step - loss: 68529.0781 - mean_absolute_error: 224.0176 - val_loss: 121292.7056 - val_mean_absolute_error: 328.5741 Epoch 821/5000 148/148 [==============================] - 0s 34us/step - loss: 68480.3750 - mean_absolute_error: 223.9335 - val_loss: 121221.9508 - val_mean_absolute_error: 328.4746 Epoch 822/5000 148/148 [==============================] - 0s 20us/step - loss: 68431.6406 - mean_absolute_error: 223.8495 - val_loss: 121151.1962 - val_mean_absolute_error: 328.3750 Epoch 823/5000 148/148 [==============================] - 0s 27us/step - loss: 68382.8984 - mean_absolute_error: 223.7653 - val_loss: 121080.3954 - val_mean_absolute_error: 328.2753 Epoch 824/5000 148/148 [==============================] - 0s 20us/step - loss: 68334.1641 - mean_absolute_error: 223.6811 - val_loss: 121009.5715 - val_mean_absolute_error: 328.1756 Epoch 825/5000 148/148 [==============================] - 0s 27us/step - loss: 68285.3984 - mean_absolute_error: 223.5968 - val_loss: 120938.7244 - val_mean_absolute_error: 328.0757 Epoch 826/5000 148/148 [==============================] - 0s 20us/step - loss: 68236.6250 - mean_absolute_error: 223.5125 - val_loss: 120867.8623 - val_mean_absolute_error: 327.9758 Epoch 827/5000 148/148 [==============================] - 0s 34us/step - loss: 68187.8594 - mean_absolute_error: 223.4281 - val_loss: 120796.9462 - val_mean_absolute_error: 327.8757 Epoch 828/5000 148/148 [==============================] - 0s 41us/step - loss: 68139.0781 - mean_absolute_error: 223.3437 - val_loss: 120726.0606 - val_mean_absolute_error: 327.7756 Epoch 829/5000 148/148 [==============================] - 0s 20us/step - loss: 68090.2812 - mean_absolute_error: 223.2592 - val_loss: 120655.0983 - val_mean_absolute_error: 327.6755 Epoch 830/5000 148/148 [==============================] - 0s 27us/step - loss: 68041.4688 - mean_absolute_error: 223.1746 - val_loss: 120584.1438 - val_mean_absolute_error: 327.5753 Epoch 831/5000 148/148 [==============================] - 0s 20us/step - loss: 67992.6484 - mean_absolute_error: 223.0900 - val_loss: 120513.1583 - val_mean_absolute_error: 327.4750 Epoch 832/5000 148/148 [==============================] - 0s 34us/step - loss: 67943.8281 - mean_absolute_error: 223.0053 - val_loss: 120442.1421 - val_mean_absolute_error: 327.3746 Epoch 833/5000 148/148 [==============================] - 0s 20us/step - loss: 67894.9844 - mean_absolute_error: 222.9205 - val_loss: 120371.1104 - val_mean_absolute_error: 327.2741 Epoch 834/5000 148/148 [==============================] - 0s 27us/step - loss: 67846.1641 - mean_absolute_error: 222.8357 - val_loss: 120300.0710 - val_mean_absolute_error: 327.1737 Epoch 835/5000 148/148 [==============================] - 0s 27us/step - loss: 67797.3203 - mean_absolute_error: 222.7509 - val_loss: 120229.0240 - val_mean_absolute_error: 327.0731 Epoch 836/5000 148/148 [==============================] - 0s 27us/step - loss: 67748.4766 - mean_absolute_error: 222.6660 - val_loss: 120157.9540 - val_mean_absolute_error: 326.9725 Epoch 837/5000 148/148 [==============================] - 0s 20us/step - loss: 67699.6328 - mean_absolute_error: 222.5811 - val_loss: 120086.8685 - val_mean_absolute_error: 326.8717 Epoch 838/5000 148/148 [==============================] - 0s 27us/step - loss: 67650.7734 - mean_absolute_error: 222.4960 - val_loss: 120015.7213 - val_mean_absolute_error: 326.7709 Epoch 839/5000 148/148 [==============================] - 0s 27us/step - loss: 67601.9062 - mean_absolute_error: 222.4110 - val_loss: 119944.5971 - val_mean_absolute_error: 326.6700 Epoch 840/5000 148/148 [==============================] - 0s 34us/step - loss: 67553.0391 - mean_absolute_error: 222.3259 - val_loss: 119873.4733 - val_mean_absolute_error: 326.5692 Epoch 841/5000 148/148 [==============================] - 0s 34us/step - loss: 67504.1797 - mean_absolute_error: 222.2407 - val_loss: 119802.2877 - val_mean_absolute_error: 326.4681 Epoch 842/5000 148/148 [==============================] - 0s 27us/step - loss: 67455.2969 - mean_absolute_error: 222.1555 - val_loss: 119731.1252 - val_mean_absolute_error: 326.3671 Epoch 843/5000 148/148 [==============================] - 0s 27us/step - loss: 67406.4219 - mean_absolute_error: 222.0703 - val_loss: 119659.9552 - val_mean_absolute_error: 326.2660 Epoch 844/5000 148/148 [==============================] - 0s 27us/step - loss: 67357.5547 - mean_absolute_error: 221.9850 - val_loss: 119588.7617 - val_mean_absolute_error: 326.1664 Epoch 845/5000 148/148 [==============================] - 0s 20us/step - loss: 67308.6719 - mean_absolute_error: 221.8996 - val_loss: 119517.5606 - val_mean_absolute_error: 326.0669 Epoch 846/5000 148/148 [==============================] - 0s 34us/step - loss: 67259.7969 - mean_absolute_error: 221.8142 - val_loss: 119446.3135 - val_mean_absolute_error: 325.9672 Epoch 847/5000 148/148 [==============================] - 0s 27us/step - loss: 67210.9062 - mean_absolute_error: 221.7288 - val_loss: 119375.0894 - val_mean_absolute_error: 325.8676 Epoch 848/5000 148/148 [==============================] - 0s 27us/step - loss: 67162.0234 - mean_absolute_error: 221.6432 - val_loss: 119303.8577 - val_mean_absolute_error: 325.7678 Epoch 849/5000 148/148 [==============================] - 0s 27us/step - loss: 67113.1406 - mean_absolute_error: 221.5577 - val_loss: 119232.5952 - val_mean_absolute_error: 325.6681 Epoch 850/5000 148/148 [==============================] - 0s 27us/step - loss: 67064.2578 - mean_absolute_error: 221.4721 - val_loss: 119161.3402 - val_mean_absolute_error: 325.5683 Epoch 851/5000 148/148 [==============================] - 0s 41us/step - loss: 67015.3516 - mean_absolute_error: 221.3865 - val_loss: 119090.0471 - val_mean_absolute_error: 325.4684 Epoch 852/5000 148/148 [==============================] - 0s 27us/step - loss: 66966.4688 - mean_absolute_error: 221.3008 - val_loss: 119018.7381 - val_mean_absolute_error: 325.3684 Epoch 853/5000 148/148 [==============================] - 0s 27us/step - loss: 66917.5625 - mean_absolute_error: 221.2150 - val_loss: 118947.4373 - val_mean_absolute_error: 325.2685 Epoch 854/5000 148/148 [==============================] - 0s 34us/step - loss: 66868.6641 - mean_absolute_error: 221.1292 - val_loss: 118876.1360 - val_mean_absolute_error: 325.1684 Epoch 855/5000 148/148 [==============================] - 0s 34us/step - loss: 66819.7656 - mean_absolute_error: 221.0434 - val_loss: 118804.7962 - val_mean_absolute_error: 325.0683 Epoch 856/5000 148/148 [==============================] - 0s 34us/step - loss: 66770.8516 - mean_absolute_error: 220.9575 - val_loss: 118733.4723 - val_mean_absolute_error: 324.9681 Epoch 857/5000 148/148 [==============================] - 0s 34us/step - loss: 66721.9609 - mean_absolute_error: 220.8716 - val_loss: 118662.1327 - val_mean_absolute_error: 324.8679 Epoch 858/5000 148/148 [==============================] - 0s 27us/step - loss: 66673.0703 - mean_absolute_error: 220.7856 - val_loss: 118590.7779 - val_mean_absolute_error: 324.7676 Epoch 859/5000 148/148 [==============================] - 0s 27us/step - loss: 66624.1719 - mean_absolute_error: 220.6995 - val_loss: 118519.3998 - val_mean_absolute_error: 324.6672 Epoch 860/5000 148/148 [==============================] - 0s 34us/step - loss: 66575.2500 - mean_absolute_error: 220.6134 - val_loss: 118448.0142 - val_mean_absolute_error: 324.5668 Epoch 861/5000 148/148 [==============================] - 0s 27us/step - loss: 66526.3438 - mean_absolute_error: 220.5273 - val_loss: 118376.6129 - val_mean_absolute_error: 324.4663 Epoch 862/5000 148/148 [==============================] - 0s 27us/step - loss: 66477.4297 - mean_absolute_error: 220.4411 - val_loss: 118305.2196 - val_mean_absolute_error: 324.3658 Epoch 863/5000 148/148 [==============================] - 0s 41us/step - loss: 66428.5234 - mean_absolute_error: 220.3548 - val_loss: 118233.8108 - val_mean_absolute_error: 324.2652 Epoch 864/5000 148/148 [==============================] - 0s 27us/step - loss: 66379.6172 - mean_absolute_error: 220.2686 - val_loss: 118162.4021 - val_mean_absolute_error: 324.1646 Epoch 865/5000 148/148 [==============================] - 0s 34us/step - loss: 66330.6953 - mean_absolute_error: 220.1822 - val_loss: 118090.9469 - val_mean_absolute_error: 324.0639 Epoch 866/5000 148/148 [==============================] - 0s 27us/step - loss: 66281.7656 - mean_absolute_error: 220.0957 - val_loss: 118019.4998 - val_mean_absolute_error: 323.9631 Epoch 867/5000 148/148 [==============================] - 0s 27us/step - loss: 66232.8281 - mean_absolute_error: 220.0093 - val_loss: 117948.0523 - val_mean_absolute_error: 323.8624 Epoch 868/5000 148/148 [==============================] - 0s 27us/step - loss: 66183.9141 - mean_absolute_error: 219.9228 - val_loss: 117876.6052 - val_mean_absolute_error: 323.7615 Epoch 869/5000 148/148 [==============================] - 0s 27us/step - loss: 66134.9922 - mean_absolute_error: 219.8362 - val_loss: 117805.1423 - val_mean_absolute_error: 323.6606 Epoch 870/5000 148/148 [==============================] - 0s 27us/step - loss: 66086.0781 - mean_absolute_error: 219.7496 - val_loss: 117733.6567 - val_mean_absolute_error: 323.5596 Epoch 871/5000 148/148 [==============================] - 0s 34us/step - loss: 66037.1719 - mean_absolute_error: 219.6630 - val_loss: 117662.1860 - val_mean_absolute_error: 323.4586 Epoch 872/5000 148/148 [==============================] - 0s 34us/step - loss: 65988.2422 - mean_absolute_error: 219.5763 - val_loss: 117590.7004 - val_mean_absolute_error: 323.3575 Epoch 873/5000 148/148 [==============================] - 0s 27us/step - loss: 65939.3281 - mean_absolute_error: 219.4896 - val_loss: 117519.1992 - val_mean_absolute_error: 323.2563 Epoch 874/5000 148/148 [==============================] - 0s 27us/step - loss: 65890.4141 - mean_absolute_error: 219.4028 - val_loss: 117447.6825 - val_mean_absolute_error: 323.1551 Epoch 875/5000 148/148 [==============================] - 0s 27us/step - loss: 65841.4844 - mean_absolute_error: 219.3160 - val_loss: 117376.1738 - val_mean_absolute_error: 323.0539 Epoch 876/5000 148/148 [==============================] - 0s 20us/step - loss: 65792.5781 - mean_absolute_error: 219.2291 - val_loss: 117304.6496 - val_mean_absolute_error: 322.9526 Epoch 877/5000 148/148 [==============================] - 0s 27us/step - loss: 65743.6641 - mean_absolute_error: 219.1422 - val_loss: 117233.1173 - val_mean_absolute_error: 322.8512 Epoch 878/5000 148/148 [==============================] - 0s 27us/step - loss: 65694.7422 - mean_absolute_error: 219.0552 - val_loss: 117161.5777 - val_mean_absolute_error: 322.7498 Epoch 879/5000 148/148 [==============================] - 0s 27us/step - loss: 65645.8281 - mean_absolute_error: 218.9681 - val_loss: 117090.0308 - val_mean_absolute_error: 322.6484 Epoch 880/5000 148/148 [==============================] - 0s 34us/step - loss: 65596.9062 - mean_absolute_error: 218.8810 - val_loss: 117018.4600 - val_mean_absolute_error: 322.5468 Epoch 881/5000 148/148 [==============================] - 0s 34us/step - loss: 65547.9844 - mean_absolute_error: 218.7939 - val_loss: 116946.8667 - val_mean_absolute_error: 322.4452 Epoch 882/5000 148/148 [==============================] - 0s 27us/step - loss: 65499.0547 - mean_absolute_error: 218.7067 - val_loss: 116875.2733 - val_mean_absolute_error: 322.3436 Epoch 883/5000 148/148 [==============================] - 0s 27us/step - loss: 65450.1094 - mean_absolute_error: 218.6194 - val_loss: 116803.6721 - val_mean_absolute_error: 322.2418 Epoch 884/5000 148/148 [==============================] - 0s 34us/step - loss: 65401.1680 - mean_absolute_error: 218.5321 - val_loss: 116732.0404 - val_mean_absolute_error: 322.1400 Epoch 885/5000 148/148 [==============================] - 0s 20us/step - loss: 65352.2227 - mean_absolute_error: 218.4447 - val_loss: 116660.4163 - val_mean_absolute_error: 322.0382 Epoch 886/5000 148/148 [==============================] - 0s 20us/step - loss: 65303.2773 - mean_absolute_error: 218.3573 - val_loss: 116588.7844 - val_mean_absolute_error: 321.9363 Epoch 887/5000 148/148 [==============================] - 0s 34us/step - loss: 65254.3438 - mean_absolute_error: 218.2698 - val_loss: 116517.1296 - val_mean_absolute_error: 321.8343 Epoch 888/5000 148/148 [==============================] - 0s 34us/step - loss: 65205.4062 - mean_absolute_error: 218.1823 - val_loss: 116445.4902 - val_mean_absolute_error: 321.7322 Epoch 889/5000 148/148 [==============================] - 0s 20us/step - loss: 65156.4648 - mean_absolute_error: 218.0947 - val_loss: 116373.8046 - val_mean_absolute_error: 321.6302 Epoch 890/5000 148/148 [==============================] - 0s 20us/step - loss: 65107.5352 - mean_absolute_error: 218.0071 - val_loss: 116302.1342 - val_mean_absolute_error: 321.5280 Epoch 891/5000 148/148 [==============================] - 0s 20us/step - loss: 65058.5938 - mean_absolute_error: 217.9194 - val_loss: 116230.4487 - val_mean_absolute_error: 321.4258 Epoch 892/5000 148/148 [==============================] - 0s 34us/step - loss: 65009.6641 - mean_absolute_error: 217.8317 - val_loss: 116158.7477 - val_mean_absolute_error: 321.3235 Epoch 893/5000 148/148 [==============================] - 0s 27us/step - loss: 64960.7227 - mean_absolute_error: 217.7439 - val_loss: 116087.0392 - val_mean_absolute_error: 321.2212 Epoch 894/5000 148/148 [==============================] - 0s 20us/step - loss: 64911.7852 - mean_absolute_error: 217.6562 - val_loss: 116015.3152 - val_mean_absolute_error: 321.1188 Epoch 895/5000 148/148 [==============================] - 0s 27us/step - loss: 64862.8320 - mean_absolute_error: 217.5683 - val_loss: 115943.5602 - val_mean_absolute_error: 321.0163 Epoch 896/5000 148/148 [==============================] - 0s 20us/step - loss: 64813.8711 - mean_absolute_error: 217.4803 - val_loss: 115871.8363 - val_mean_absolute_error: 320.9138 Epoch 897/5000 148/148 [==============================] - 0s 34us/step - loss: 64764.9258 - mean_absolute_error: 217.3923 - val_loss: 115800.1123 - val_mean_absolute_error: 320.8112 Epoch 898/5000 148/148 [==============================] - 0s 27us/step - loss: 64715.9805 - mean_absolute_error: 217.3043 - val_loss: 115728.3729 - val_mean_absolute_error: 320.7087 Epoch 899/5000 148/148 [==============================] - 0s 27us/step - loss: 64667.0469 - mean_absolute_error: 217.2162 - val_loss: 115656.6335 - val_mean_absolute_error: 320.6060 Epoch 900/5000 148/148 [==============================] - 0s 27us/step - loss: 64618.0820 - mean_absolute_error: 217.1280 - val_loss: 115584.8554 - val_mean_absolute_error: 320.5033 Epoch 901/5000 148/148 [==============================] - 0s 27us/step - loss: 64569.1016 - mean_absolute_error: 217.0397 - val_loss: 115513.1008 - val_mean_absolute_error: 320.4005 Epoch 902/5000 148/148 [==============================] - 0s 34us/step - loss: 64520.1289 - mean_absolute_error: 216.9514 - val_loss: 115441.3308 - val_mean_absolute_error: 320.2977 Epoch 903/5000 148/148 [==============================] - 0s 34us/step - loss: 64471.1641 - mean_absolute_error: 216.8630 - val_loss: 115369.5527 - val_mean_absolute_error: 320.1948 Epoch 904/5000 148/148 [==============================] - 0s 27us/step - loss: 64422.1836 - mean_absolute_error: 216.7746 - val_loss: 115297.8058 - val_mean_absolute_error: 320.0919 Epoch 905/5000 148/148 [==============================] - 0s 27us/step - loss: 64373.2109 - mean_absolute_error: 216.6862 - val_loss: 115226.0358 - val_mean_absolute_error: 319.9889 Epoch 906/5000 148/148 [==============================] - 0s 20us/step - loss: 64324.2578 - mean_absolute_error: 216.5977 - val_loss: 115154.2042 - val_mean_absolute_error: 319.8859 Epoch 907/5000 148/148 [==============================] - 0s 27us/step - loss: 64275.2891 - mean_absolute_error: 216.5092 - val_loss: 115082.3725 - val_mean_absolute_error: 319.7828 Epoch 908/5000 148/148 [==============================] - 0s 34us/step - loss: 64226.3320 - mean_absolute_error: 216.4206 - val_loss: 115010.5404 - val_mean_absolute_error: 319.6796 Epoch 909/5000 148/148 [==============================] - 0s 27us/step - loss: 64177.3867 - mean_absolute_error: 216.3320 - val_loss: 114938.7242 - val_mean_absolute_error: 319.5763 Epoch 910/5000 148/148 [==============================] - 0s 20us/step - loss: 64128.4180 - mean_absolute_error: 216.2433 - val_loss: 114866.8771 - val_mean_absolute_error: 319.4730 Epoch 911/5000 148/148 [==============================] - 0s 27us/step - loss: 64079.4727 - mean_absolute_error: 216.1546 - val_loss: 114795.0069 - val_mean_absolute_error: 319.3696 Epoch 912/5000 148/148 [==============================] - 0s 20us/step - loss: 64030.5078 - mean_absolute_error: 216.0658 - val_loss: 114723.1752 - val_mean_absolute_error: 319.2662 Epoch 913/5000 148/148 [==============================] - 0s 20us/step - loss: 63981.5625 - mean_absolute_error: 215.9770 - val_loss: 114651.3279 - val_mean_absolute_error: 319.1627 Epoch 914/5000 148/148 [==============================] - 0s 27us/step - loss: 63932.6211 - mean_absolute_error: 215.8881 - val_loss: 114579.4731 - val_mean_absolute_error: 319.0592 Epoch 915/5000 148/148 [==============================] - 0s 34us/step - loss: 63883.6758 - mean_absolute_error: 215.7992 - val_loss: 114507.5954 - val_mean_absolute_error: 318.9556 Epoch 916/5000 148/148 [==============================] - 0s 20us/step - loss: 63834.7305 - mean_absolute_error: 215.7103 - val_loss: 114435.7406 - val_mean_absolute_error: 318.8520 Epoch 917/5000 148/148 [==============================] - 0s 27us/step - loss: 63785.7891 - mean_absolute_error: 215.6213 - val_loss: 114363.8471 - val_mean_absolute_error: 318.7483 Epoch 918/5000 148/148 [==============================] - 0s 27us/step - loss: 63736.8516 - mean_absolute_error: 215.5323 - val_loss: 114291.9385 - val_mean_absolute_error: 318.6445 Epoch 919/5000 148/148 [==============================] - 0s 27us/step - loss: 63687.9258 - mean_absolute_error: 215.4432 - val_loss: 114220.0221 - val_mean_absolute_error: 318.5407 Epoch 920/5000 148/148 [==============================] - 0s 34us/step - loss: 63639.0117 - mean_absolute_error: 215.3540 - val_loss: 114148.0825 - val_mean_absolute_error: 318.4368 Epoch 921/5000 148/148 [==============================] - 0s 41us/step - loss: 63590.0938 - mean_absolute_error: 215.2649 - val_loss: 114076.1121 - val_mean_absolute_error: 318.3328 Epoch 922/5000 148/148 [==============================] - 0s 27us/step - loss: 63541.1875 - mean_absolute_error: 215.1757 - val_loss: 114004.1417 - val_mean_absolute_error: 318.2288 Epoch 923/5000 148/148 [==============================] - 0s 27us/step - loss: 63492.2852 - mean_absolute_error: 215.0865 - val_loss: 113932.1635 - val_mean_absolute_error: 318.1247 Epoch 924/5000 148/148 [==============================] - 0s 27us/step - loss: 63443.3867 - mean_absolute_error: 214.9972 - val_loss: 113860.1858 - val_mean_absolute_error: 318.0205 Epoch 925/5000 148/148 [==============================] - 0s 20us/step - loss: 63394.4883 - mean_absolute_error: 214.9079 - val_loss: 113788.2000 - val_mean_absolute_error: 317.9163 Epoch 926/5000 148/148 [==============================] - 0s 34us/step - loss: 63345.5938 - mean_absolute_error: 214.8185 - val_loss: 113716.2298 - val_mean_absolute_error: 317.8120 Epoch 927/5000 148/148 [==============================] - 0s 34us/step - loss: 63296.7148 - mean_absolute_error: 214.7291 - val_loss: 113644.2360 - val_mean_absolute_error: 317.7078 Epoch 928/5000 148/148 [==============================] - 0s 27us/step - loss: 63247.8359 - mean_absolute_error: 214.6397 - val_loss: 113572.2656 - val_mean_absolute_error: 317.6034 Epoch 929/5000 148/148 [==============================] - 0s 27us/step - loss: 63198.9648 - mean_absolute_error: 214.5502 - val_loss: 113500.2725 - val_mean_absolute_error: 317.4990 Epoch 930/5000 148/148 [==============================] - 0s 34us/step - loss: 63150.0938 - mean_absolute_error: 214.4606 - val_loss: 113428.2867 - val_mean_absolute_error: 317.3945 Epoch 931/5000 148/148 [==============================] - 0s 27us/step - loss: 63101.2383 - mean_absolute_error: 214.3711 - val_loss: 113356.2933 - val_mean_absolute_error: 317.2900 Epoch 932/5000 148/148 [==============================] - 0s 27us/step - loss: 63052.3711 - mean_absolute_error: 214.2814 - val_loss: 113284.2533 - val_mean_absolute_error: 317.1854 Epoch 933/5000 148/148 [==============================] - 0s 20us/step - loss: 63003.5273 - mean_absolute_error: 214.1918 - val_loss: 113212.2063 - val_mean_absolute_error: 317.0807 Epoch 934/5000 148/148 [==============================] - 0s 27us/step - loss: 62954.6758 - mean_absolute_error: 214.1021 - val_loss: 113140.1665 - val_mean_absolute_error: 316.9759 Epoch 935/5000 148/148 [==============================] - 0s 20us/step - loss: 62905.8438 - mean_absolute_error: 214.0124 - val_loss: 113068.1115 - val_mean_absolute_error: 316.8712 Epoch 936/5000 148/148 [==============================] - 0s 20us/step - loss: 62856.9883 - mean_absolute_error: 213.9225 - val_loss: 112996.0488 - val_mean_absolute_error: 316.7664 Epoch 937/5000 148/148 [==============================] - 0s 27us/step - loss: 62808.1562 - mean_absolute_error: 213.8327 - val_loss: 112924.0090 - val_mean_absolute_error: 316.6614 Epoch 938/5000 148/148 [==============================] - 0s 34us/step - loss: 62759.3359 - mean_absolute_error: 213.7428 - val_loss: 112851.9619 - val_mean_absolute_error: 316.5565 Epoch 939/5000 148/148 [==============================] - 0s 20us/step - loss: 62710.5195 - mean_absolute_error: 213.6529 - val_loss: 112779.9144 - val_mean_absolute_error: 316.4515 Epoch 940/5000 148/148 [==============================] - 0s 34us/step - loss: 62661.7148 - mean_absolute_error: 213.5630 - val_loss: 112707.8671 - val_mean_absolute_error: 316.3465 Epoch 941/5000 148/148 [==============================] - 0s 20us/step - loss: 62612.8984 - mean_absolute_error: 213.4730 - val_loss: 112635.8277 - val_mean_absolute_error: 316.2414 Epoch 942/5000 148/148 [==============================] - 0s 34us/step - loss: 62564.0625 - mean_absolute_error: 213.3829 - val_loss: 112563.7496 - val_mean_absolute_error: 316.1363 Epoch 943/5000 148/148 [==============================] - 0s 34us/step - loss: 62515.2305 - mean_absolute_error: 213.2928 - val_loss: 112491.6712 - val_mean_absolute_error: 316.0310 Epoch 944/5000 148/148 [==============================] - 0s 27us/step - loss: 62466.4062 - mean_absolute_error: 213.2026 - val_loss: 112419.5777 - val_mean_absolute_error: 315.9258 Epoch 945/5000 148/148 [==============================] - 0s 27us/step - loss: 62417.5664 - mean_absolute_error: 213.1124 - val_loss: 112347.4765 - val_mean_absolute_error: 315.8205 Epoch 946/5000 148/148 [==============================] - 0s 34us/step - loss: 62368.7500 - mean_absolute_error: 213.0222 - val_loss: 112275.3677 - val_mean_absolute_error: 315.7151 Epoch 947/5000 148/148 [==============================] - 0s 20us/step - loss: 62319.9180 - mean_absolute_error: 212.9319 - val_loss: 112203.2585 - val_mean_absolute_error: 315.6097 Epoch 948/5000 148/148 [==============================] - 0s 34us/step - loss: 62271.0938 - mean_absolute_error: 212.8416 - val_loss: 112131.1421 - val_mean_absolute_error: 315.5042 Epoch 949/5000 148/148 [==============================] - 0s 34us/step - loss: 62222.2852 - mean_absolute_error: 212.7511 - val_loss: 112059.0252 - val_mean_absolute_error: 315.3986 Epoch 950/5000 148/148 [==============================] - 0s 20us/step - loss: 62173.4727 - mean_absolute_error: 212.6608 - val_loss: 111986.8933 - val_mean_absolute_error: 315.2930 Epoch 951/5000 148/148 [==============================] - 0s 27us/step - loss: 62124.6680 - mean_absolute_error: 212.5703 - val_loss: 111914.7610 - val_mean_absolute_error: 315.1874 Epoch 952/5000 148/148 [==============================] - 0s 27us/step - loss: 62075.8711 - mean_absolute_error: 212.4798 - val_loss: 111842.6060 - val_mean_absolute_error: 315.0817 Epoch 953/5000 148/148 [==============================] - 0s 27us/step - loss: 62027.0664 - mean_absolute_error: 212.3892 - val_loss: 111770.4742 - val_mean_absolute_error: 314.9759 Epoch 954/5000 148/148 [==============================] - 0s 34us/step - loss: 61978.2852 - mean_absolute_error: 212.2987 - val_loss: 111698.3419 - val_mean_absolute_error: 314.8701 Epoch 955/5000 148/148 [==============================] - 0s 34us/step - loss: 61929.4922 - mean_absolute_error: 212.2080 - val_loss: 111626.2023 - val_mean_absolute_error: 314.7642 Epoch 956/5000 148/148 [==============================] - 0s 20us/step - loss: 61880.7305 - mean_absolute_error: 212.1174 - val_loss: 111554.0625 - val_mean_absolute_error: 314.6583 Epoch 957/5000 148/148 [==============================] - 0s 27us/step - loss: 61831.9609 - mean_absolute_error: 212.0267 - val_loss: 111481.9227 - val_mean_absolute_error: 314.5523 Epoch 958/5000 148/148 [==============================] - 0s 20us/step - loss: 61783.1953 - mean_absolute_error: 211.9360 - val_loss: 111409.7831 - val_mean_absolute_error: 314.4463 Epoch 959/5000 148/148 [==============================] - 0s 41us/step - loss: 61734.4531 - mean_absolute_error: 211.8452 - val_loss: 111337.5819 - val_mean_absolute_error: 314.3402 Epoch 960/5000 148/148 [==============================] - 0s 34us/step - loss: 61685.6836 - mean_absolute_error: 211.7543 - val_loss: 111265.3802 - val_mean_absolute_error: 314.2340 Epoch 961/5000 148/148 [==============================] - 0s 27us/step - loss: 61636.9375 - mean_absolute_error: 211.6634 - val_loss: 111193.2173 - val_mean_absolute_error: 314.1279 Epoch 962/5000 148/148 [==============================] - 0s 27us/step - loss: 61588.2148 - mean_absolute_error: 211.5725 - val_loss: 111121.0315 - val_mean_absolute_error: 314.0215 Epoch 963/5000 148/148 [==============================] - 0s 27us/step - loss: 61539.4648 - mean_absolute_error: 211.4816 - val_loss: 111048.8535 - val_mean_absolute_error: 313.9152 Epoch 964/5000 148/148 [==============================] - 0s 34us/step - loss: 61490.7578 - mean_absolute_error: 211.3906 - val_loss: 110976.6827 - val_mean_absolute_error: 313.8089 Epoch 965/5000 148/148 [==============================] - 0s 41us/step - loss: 61442.0547 - mean_absolute_error: 211.2996 - val_loss: 110904.5046 - val_mean_absolute_error: 313.7025 Epoch 966/5000 148/148 [==============================] - 0s 27us/step - loss: 61393.3438 - mean_absolute_error: 211.2085 - val_loss: 110832.3340 - val_mean_absolute_error: 313.5960 Epoch 967/5000 148/148 [==============================] - 0s 27us/step - loss: 61344.6562 - mean_absolute_error: 211.1174 - val_loss: 110760.1788 - val_mean_absolute_error: 313.4896 Epoch 968/5000 148/148 [==============================] - 0s 27us/step - loss: 61295.9727 - mean_absolute_error: 211.0263 - val_loss: 110688.0004 - val_mean_absolute_error: 313.3831 Epoch 969/5000 148/148 [==============================] - 0s 34us/step - loss: 61247.3047 - mean_absolute_error: 210.9351 - val_loss: 110615.8375 - val_mean_absolute_error: 313.2765 Epoch 970/5000 148/148 [==============================] - 0s 27us/step - loss: 61198.6211 - mean_absolute_error: 210.8438 - val_loss: 110543.6671 - val_mean_absolute_error: 313.1698 Epoch 971/5000 148/148 [==============================] - 0s 41us/step - loss: 61149.9375 - mean_absolute_error: 210.7525 - val_loss: 110471.5271 - val_mean_absolute_error: 313.0631 Epoch 972/5000 148/148 [==============================] - 0s 20us/step - loss: 61101.2617 - mean_absolute_error: 210.6611 - val_loss: 110399.3871 - val_mean_absolute_error: 312.9565 Epoch 973/5000 148/148 [==============================] - 0s 34us/step - loss: 61052.5859 - mean_absolute_error: 210.5697 - val_loss: 110327.2548 - val_mean_absolute_error: 312.8497 Epoch 974/5000 148/148 [==============================] - 0s 20us/step - loss: 61003.9180 - mean_absolute_error: 210.4783 - val_loss: 110255.1383 - val_mean_absolute_error: 312.7430 Epoch 975/5000 148/148 [==============================] - 0s 20us/step - loss: 60955.2617 - mean_absolute_error: 210.3868 - val_loss: 110183.0104 - val_mean_absolute_error: 312.6361 Epoch 976/5000 148/148 [==============================] - 0s 41us/step - loss: 60906.6133 - mean_absolute_error: 210.2953 - val_loss: 110110.8804 - val_mean_absolute_error: 312.5293 Epoch 977/5000 148/148 [==============================] - 0s 27us/step - loss: 60857.9727 - mean_absolute_error: 210.2037 - val_loss: 110038.7504 - val_mean_absolute_error: 312.4223 Epoch 978/5000 148/148 [==============================] - 0s 27us/step - loss: 60809.3320 - mean_absolute_error: 210.1122 - val_loss: 109966.6440 - val_mean_absolute_error: 312.3153 Epoch 979/5000 148/148 [==============================] - 0s 27us/step - loss: 60760.7031 - mean_absolute_error: 210.0205 - val_loss: 109894.5063 - val_mean_absolute_error: 312.2083 Epoch 980/5000 148/148 [==============================] - 0s 27us/step - loss: 60712.0625 - mean_absolute_error: 209.9288 - val_loss: 109822.3996 - val_mean_absolute_error: 312.1012 Epoch 981/5000 148/148 [==============================] - 0s 34us/step - loss: 60663.4453 - mean_absolute_error: 209.8371 - val_loss: 109750.2854 - val_mean_absolute_error: 311.9941 Epoch 982/5000 148/148 [==============================] - 0s 27us/step - loss: 60614.8359 - mean_absolute_error: 209.7453 - val_loss: 109678.1785 - val_mean_absolute_error: 311.8869 Epoch 983/5000 148/148 [==============================] - 0s 20us/step - loss: 60566.2227 - mean_absolute_error: 209.6535 - val_loss: 109606.0642 - val_mean_absolute_error: 311.7797 Epoch 984/5000 148/148 [==============================] - 0s 34us/step - loss: 60517.6133 - mean_absolute_error: 209.5617 - val_loss: 109533.9958 - val_mean_absolute_error: 311.6724 Epoch 985/5000 148/148 [==============================] - 0s 27us/step - loss: 60469.0469 - mean_absolute_error: 209.4698 - val_loss: 109461.9279 - val_mean_absolute_error: 311.5652 Epoch 986/5000 148/148 [==============================] - 0s 27us/step - loss: 60420.4727 - mean_absolute_error: 209.3779 - val_loss: 109389.8442 - val_mean_absolute_error: 311.4578 Epoch 987/5000 148/148 [==============================] - 0s 34us/step - loss: 60371.9062 - mean_absolute_error: 209.2859 - val_loss: 109317.7681 - val_mean_absolute_error: 311.3505 Epoch 988/5000 148/148 [==============================] - 0s 34us/step - loss: 60323.3359 - mean_absolute_error: 209.1940 - val_loss: 109245.7233 - val_mean_absolute_error: 311.2430 Epoch 989/5000 148/148 [==============================] - 0s 27us/step - loss: 60274.8047 - mean_absolute_error: 209.1019 - val_loss: 109173.6473 - val_mean_absolute_error: 311.1356 Epoch 990/5000 148/148 [==============================] - 0s 34us/step - loss: 60226.2617 - mean_absolute_error: 209.0099 - val_loss: 109101.6252 - val_mean_absolute_error: 311.0281 Epoch 991/5000 148/148 [==============================] - 0s 20us/step - loss: 60177.7500 - mean_absolute_error: 208.9178 - val_loss: 109029.5958 - val_mean_absolute_error: 310.9206 Epoch 992/5000 148/148 [==============================] - 0s 34us/step - loss: 60129.2422 - mean_absolute_error: 208.8257 - val_loss: 108957.5740 - val_mean_absolute_error: 310.8130 Epoch 993/5000 148/148 [==============================] - 0s 34us/step - loss: 60080.7422 - mean_absolute_error: 208.7336 - val_loss: 108885.5287 - val_mean_absolute_error: 310.7054 Epoch 994/5000 148/148 [==============================] - 0s 20us/step - loss: 60032.2500 - mean_absolute_error: 208.6413 - val_loss: 108813.5225 - val_mean_absolute_error: 310.5977 Epoch 995/5000 148/148 [==============================] - 0s 27us/step - loss: 59983.7773 - mean_absolute_error: 208.5491 - val_loss: 108741.5158 - val_mean_absolute_error: 310.4900 Epoch 996/5000 148/148 [==============================] - 0s 34us/step - loss: 59935.3242 - mean_absolute_error: 208.4568 - val_loss: 108669.5171 - val_mean_absolute_error: 310.3823 Epoch 997/5000 148/148 [==============================] - 0s 27us/step - loss: 59886.8711 - mean_absolute_error: 208.3645 - val_loss: 108597.5417 - val_mean_absolute_error: 310.2746 Epoch 998/5000 148/148 [==============================] - 0s 34us/step - loss: 59838.4336 - mean_absolute_error: 208.2722 - val_loss: 108525.5658 - val_mean_absolute_error: 310.1667 Epoch 999/5000 148/148 [==============================] - 0s 34us/step - loss: 59790.0078 - mean_absolute_error: 208.1799 - val_loss: 108453.5673 - val_mean_absolute_error: 310.0588 Epoch 1000/5000 148/148 [==============================] - 0s 27us/step - loss: 59741.5820 - mean_absolute_error: 208.0874 - val_loss: 108381.5992 - val_mean_absolute_error: 309.9509 Epoch 1001/5000 148/148 [==============================] - 0s 27us/step - loss: 59693.1836 - mean_absolute_error: 207.9950 - val_loss: 108309.6465 - val_mean_absolute_error: 309.8430 Epoch 1002/5000 148/148 [==============================] - 0s 27us/step - loss: 59644.7773 - mean_absolute_error: 207.9026 - val_loss: 108237.6942 - val_mean_absolute_error: 309.7350 Epoch 1003/5000 148/148 [==============================] - 0s 20us/step - loss: 59596.4062 - mean_absolute_error: 207.8100 - val_loss: 108165.7492 - val_mean_absolute_error: 309.6270 Epoch 1004/5000 148/148 [==============================] - 0s 41us/step - loss: 59548.0391 - mean_absolute_error: 207.7175 - val_loss: 108093.8123 - val_mean_absolute_error: 309.5189 Epoch 1005/5000 148/148 [==============================] - 0s 27us/step - loss: 59499.6875 - mean_absolute_error: 207.6249 - val_loss: 108021.8904 - val_mean_absolute_error: 309.4108 Epoch 1006/5000 148/148 [==============================] - 0s 27us/step - loss: 59451.3438 - mean_absolute_error: 207.5323 - val_loss: 107949.9460 - val_mean_absolute_error: 309.3026 Epoch 1007/5000 148/148 [==============================] - 0s 27us/step - loss: 59403.0117 - mean_absolute_error: 207.4397 - val_loss: 107878.0010 - val_mean_absolute_error: 309.1944 Epoch 1008/5000 148/148 [==============================] - 0s 27us/step - loss: 59354.7031 - mean_absolute_error: 207.3470 - val_loss: 107806.0565 - val_mean_absolute_error: 309.0861 Epoch 1009/5000 148/148 [==============================] - 0s 20us/step - loss: 59306.3906 - mean_absolute_error: 207.2543 - val_loss: 107734.1115 - val_mean_absolute_error: 308.9778 Epoch 1010/5000 148/148 [==============================] - 0s 34us/step - loss: 59258.1016 - mean_absolute_error: 207.1615 - val_loss: 107662.1823 - val_mean_absolute_error: 308.8694 Epoch 1011/5000 148/148 [==============================] - 0s 27us/step - loss: 59209.8242 - mean_absolute_error: 207.0687 - val_loss: 107590.2606 - val_mean_absolute_error: 308.7610 Epoch 1012/5000 148/148 [==============================] - 0s 27us/step - loss: 59161.5547 - mean_absolute_error: 206.9759 - val_loss: 107518.3390 - val_mean_absolute_error: 308.6526 Epoch 1013/5000 148/148 [==============================] - 0s 27us/step - loss: 59113.2891 - mean_absolute_error: 206.8830 - val_loss: 107446.4327 - val_mean_absolute_error: 308.5441 Epoch 1014/5000 148/148 [==============================] - 0s 20us/step - loss: 59065.0547 - mean_absolute_error: 206.7901 - val_loss: 107374.4881 - val_mean_absolute_error: 308.4354 Epoch 1015/5000 148/148 [==============================] - 0s 20us/step - loss: 59016.8164 - mean_absolute_error: 206.6972 - val_loss: 107302.5354 - val_mean_absolute_error: 308.3268 Epoch 1016/5000 148/148 [==============================] - 0s 27us/step - loss: 58968.6094 - mean_absolute_error: 206.6042 - val_loss: 107230.5908 - val_mean_absolute_error: 308.2180 Epoch 1017/5000 148/148 [==============================] - 0s 34us/step - loss: 58920.4062 - mean_absolute_error: 206.5112 - val_loss: 107158.6613 - val_mean_absolute_error: 308.1093 Epoch 1018/5000 148/148 [==============================] - 0s 27us/step - loss: 58872.2148 - mean_absolute_error: 206.4181 - val_loss: 107086.7090 - val_mean_absolute_error: 308.0005 Epoch 1019/5000 148/148 [==============================] - 0s 34us/step - loss: 58824.0352 - mean_absolute_error: 206.3250 - val_loss: 107014.7871 - val_mean_absolute_error: 307.8917 Epoch 1020/5000 148/148 [==============================] - 0s 34us/step - loss: 58775.8633 - mean_absolute_error: 206.2319 - val_loss: 106942.8656 - val_mean_absolute_error: 307.7828 Epoch 1021/5000 148/148 [==============================] - 0s 27us/step - loss: 58727.7148 - mean_absolute_error: 206.1388 - val_loss: 106870.9592 - val_mean_absolute_error: 307.6738 Epoch 1022/5000 148/148 [==============================] - 0s 34us/step - loss: 58679.5820 - mean_absolute_error: 206.0456 - val_loss: 106799.0454 - val_mean_absolute_error: 307.5649 Epoch 1023/5000 148/148 [==============================] - 0s 41us/step - loss: 58631.4531 - mean_absolute_error: 205.9524 - val_loss: 106727.1390 - val_mean_absolute_error: 307.4559 Epoch 1024/5000 148/148 [==============================] - 0s 34us/step - loss: 58583.3438 - mean_absolute_error: 205.8591 - val_loss: 106655.2408 - val_mean_absolute_error: 307.3468 Epoch 1025/5000 148/148 [==============================] - 0s 27us/step - loss: 58535.2305 - mean_absolute_error: 205.7659 - val_loss: 106583.3577 - val_mean_absolute_error: 307.2377 Epoch 1026/5000 148/148 [==============================] - 0s 27us/step - loss: 58487.1484 - mean_absolute_error: 205.6725 - val_loss: 106511.4900 - val_mean_absolute_error: 307.1285 Epoch 1027/5000 148/148 [==============================] - 0s 34us/step - loss: 58439.0820 - mean_absolute_error: 205.5792 - val_loss: 106439.6302 - val_mean_absolute_error: 307.0194 Epoch 1028/5000 148/148 [==============================] - 0s 34us/step - loss: 58391.0273 - mean_absolute_error: 205.4858 - val_loss: 106367.7779 - val_mean_absolute_error: 306.9101 Epoch 1029/5000 148/148 [==============================] - 0s 27us/step - loss: 58342.9922 - mean_absolute_error: 205.3924 - val_loss: 106295.9413 - val_mean_absolute_error: 306.8009 Epoch 1030/5000 148/148 [==============================] - 0s 27us/step - loss: 58294.9648 - mean_absolute_error: 205.2989 - val_loss: 106224.1121 - val_mean_absolute_error: 306.6916 Epoch 1031/5000 148/148 [==============================] - 0s 27us/step - loss: 58246.9609 - mean_absolute_error: 205.2055 - val_loss: 106152.2752 - val_mean_absolute_error: 306.5822 Epoch 1032/5000 148/148 [==============================] - 0s 41us/step - loss: 58198.9453 - mean_absolute_error: 205.1120 - val_loss: 106080.4694 - val_mean_absolute_error: 306.4729 Epoch 1033/5000 148/148 [==============================] - 0s 27us/step - loss: 58150.9648 - mean_absolute_error: 205.0184 - val_loss: 106008.6558 - val_mean_absolute_error: 306.3635 Epoch 1034/5000 148/148 [==============================] - 0s 27us/step - loss: 58102.9727 - mean_absolute_error: 204.9248 - val_loss: 105936.8573 - val_mean_absolute_error: 306.2540 Epoch 1035/5000 148/148 [==============================] - 0s 20us/step - loss: 58055.0195 - mean_absolute_error: 204.8312 - val_loss: 105865.0515 - val_mean_absolute_error: 306.1444 Epoch 1036/5000 148/148 [==============================] - 0s 20us/step - loss: 58007.0547 - mean_absolute_error: 204.7375 - val_loss: 105793.2688 - val_mean_absolute_error: 306.0348 Epoch 1037/5000 148/148 [==============================] - 0s 41us/step - loss: 57959.1211 - mean_absolute_error: 204.6438 - val_loss: 105721.4933 - val_mean_absolute_error: 305.9253 Epoch 1038/5000 148/148 [==============================] - 0s 27us/step - loss: 57911.2031 - mean_absolute_error: 204.5501 - val_loss: 105649.7415 - val_mean_absolute_error: 305.8156 Epoch 1039/5000 148/148 [==============================] - 0s 20us/step - loss: 57863.2969 - mean_absolute_error: 204.4563 - val_loss: 105577.9819 - val_mean_absolute_error: 305.7059 Epoch 1040/5000 148/148 [==============================] - 0s 27us/step - loss: 57815.4141 - mean_absolute_error: 204.3625 - val_loss: 105506.2296 - val_mean_absolute_error: 305.5962 Epoch 1041/5000 148/148 [==============================] - 0s 27us/step - loss: 57767.5273 - mean_absolute_error: 204.2687 - val_loss: 105434.4931 - val_mean_absolute_error: 305.4864 Epoch 1042/5000 148/148 [==============================] - 0s 20us/step - loss: 57719.6641 - mean_absolute_error: 204.1749 - val_loss: 105362.7644 - val_mean_absolute_error: 305.3766 Epoch 1043/5000 148/148 [==============================] - 0s 34us/step - loss: 57671.8164 - mean_absolute_error: 204.0810 - val_loss: 105291.0429 - val_mean_absolute_error: 305.2667 Epoch 1044/5000 148/148 [==============================] - 0s 27us/step - loss: 57623.9805 - mean_absolute_error: 203.9871 - val_loss: 105219.3373 - val_mean_absolute_error: 305.1568 Epoch 1045/5000 148/148 [==============================] - 0s 27us/step - loss: 57576.1641 - mean_absolute_error: 203.8931 - val_loss: 105147.6394 - val_mean_absolute_error: 305.0468 Epoch 1046/5000 148/148 [==============================] - 0s 20us/step - loss: 57528.3633 - mean_absolute_error: 203.7992 - val_loss: 105075.9492 - val_mean_absolute_error: 304.9369 Epoch 1047/5000 148/148 [==============================] - 0s 34us/step - loss: 57480.5820 - mean_absolute_error: 203.7051 - val_loss: 105004.2817 - val_mean_absolute_error: 304.8269 Epoch 1048/5000 148/148 [==============================] - 0s 20us/step - loss: 57432.7969 - mean_absolute_error: 203.6111 - val_loss: 104932.5917 - val_mean_absolute_error: 304.7167 Epoch 1049/5000 148/148 [==============================] - 0s 34us/step - loss: 57385.0352 - mean_absolute_error: 203.5170 - val_loss: 104860.9400 - val_mean_absolute_error: 304.6066 Epoch 1050/5000 148/148 [==============================] - 0s 27us/step - loss: 57337.2891 - mean_absolute_error: 203.4229 - val_loss: 104789.2881 - val_mean_absolute_error: 304.4965 Epoch 1051/5000 148/148 [==============================] - 0s 27us/step - loss: 57289.5625 - mean_absolute_error: 203.3288 - val_loss: 104717.6671 - val_mean_absolute_error: 304.3863 Epoch 1052/5000 148/148 [==============================] - 0s 27us/step - loss: 57241.8516 - mean_absolute_error: 203.2346 - val_loss: 104646.0077 - val_mean_absolute_error: 304.2761 Epoch 1053/5000 148/148 [==============================] - 0s 27us/step - loss: 57194.1562 - mean_absolute_error: 203.1404 - val_loss: 104574.3562 - val_mean_absolute_error: 304.1657 Epoch 1054/5000 148/148 [==============================] - 0s 20us/step - loss: 57146.4805 - mean_absolute_error: 203.0462 - val_loss: 104502.7044 - val_mean_absolute_error: 304.0554 Epoch 1055/5000 148/148 [==============================] - 0s 27us/step - loss: 57098.8047 - mean_absolute_error: 202.9519 - val_loss: 104431.0912 - val_mean_absolute_error: 303.9450 Epoch 1056/5000 148/148 [==============================] - 0s 20us/step - loss: 57051.1641 - mean_absolute_error: 202.8577 - val_loss: 104359.5010 - val_mean_absolute_error: 303.8346 Epoch 1057/5000 148/148 [==============================] - 0s 34us/step - loss: 57003.5352 - mean_absolute_error: 202.7633 - val_loss: 104287.8879 - val_mean_absolute_error: 303.7241 Epoch 1058/5000 148/148 [==============================] - 0s 34us/step - loss: 56955.8984 - mean_absolute_error: 202.6690 - val_loss: 104216.3056 - val_mean_absolute_error: 303.6136 Epoch 1059/5000 148/148 [==============================] - 0s 27us/step - loss: 56908.3047 - mean_absolute_error: 202.5746 - val_loss: 104144.7310 - val_mean_absolute_error: 303.5030 Epoch 1060/5000 148/148 [==============================] - 0s 20us/step - loss: 56860.7109 - mean_absolute_error: 202.4801 - val_loss: 104073.1719 - val_mean_absolute_error: 303.3925 Epoch 1061/5000 148/148 [==============================] - 0s 27us/step - loss: 56813.1406 - mean_absolute_error: 202.3857 - val_loss: 104001.6127 - val_mean_absolute_error: 303.2818 Epoch 1062/5000 148/148 [==============================] - 0s 27us/step - loss: 56765.5859 - mean_absolute_error: 202.2912 - val_loss: 103930.0917 - val_mean_absolute_error: 303.1713 Epoch 1063/5000 148/148 [==============================] - 0s 27us/step - loss: 56718.0547 - mean_absolute_error: 202.1967 - val_loss: 103858.5633 - val_mean_absolute_error: 303.0605 Epoch 1064/5000 148/148 [==============================] - 0s 27us/step - loss: 56670.5273 - mean_absolute_error: 202.1022 - val_loss: 103787.0581 - val_mean_absolute_error: 302.9498 Epoch 1065/5000 148/148 [==============================] - 0s 34us/step - loss: 56623.0195 - mean_absolute_error: 202.0076 - val_loss: 103715.5683 - val_mean_absolute_error: 302.8391 Epoch 1066/5000 148/148 [==============================] - 0s 34us/step - loss: 56575.5391 - mean_absolute_error: 201.9130 - val_loss: 103644.0862 - val_mean_absolute_error: 302.7283 Epoch 1067/5000 148/148 [==============================] - 0s 20us/step - loss: 56528.0625 - mean_absolute_error: 201.8184 - val_loss: 103572.6119 - val_mean_absolute_error: 302.6174 Epoch 1068/5000 148/148 [==============================] - 0s 20us/step - loss: 56480.6055 - mean_absolute_error: 201.7237 - val_loss: 103501.1837 - val_mean_absolute_error: 302.5066 Epoch 1069/5000 148/148 [==============================] - 0s 27us/step - loss: 56433.1797 - mean_absolute_error: 201.6291 - val_loss: 103429.7402 - val_mean_absolute_error: 302.3957 Epoch 1070/5000 148/148 [==============================] - 0s 34us/step - loss: 56385.7578 - mean_absolute_error: 201.5343 - val_loss: 103358.3117 - val_mean_absolute_error: 302.2847 Epoch 1071/5000 148/148 [==============================] - 0s 34us/step - loss: 56338.3438 - mean_absolute_error: 201.4396 - val_loss: 103286.9221 - val_mean_absolute_error: 302.1738 Epoch 1072/5000 148/148 [==============================] - 0s 34us/step - loss: 56290.9688 - mean_absolute_error: 201.3449 - val_loss: 103215.5479 - val_mean_absolute_error: 302.0628 Epoch 1073/5000 148/148 [==============================] - 0s 27us/step - loss: 56243.6133 - mean_absolute_error: 201.2501 - val_loss: 103144.1892 - val_mean_absolute_error: 301.9518 Epoch 1074/5000 148/148 [==============================] - 0s 20us/step - loss: 56196.2578 - mean_absolute_error: 201.1553 - val_loss: 103072.8073 - val_mean_absolute_error: 301.8407 Epoch 1075/5000 148/148 [==============================] - 0s 34us/step - loss: 56148.8867 - mean_absolute_error: 201.0603 - val_loss: 103001.4331 - val_mean_absolute_error: 301.7295 Epoch 1076/5000 148/148 [==============================] - 0s 27us/step - loss: 56101.5391 - mean_absolute_error: 200.9655 - val_loss: 102930.0590 - val_mean_absolute_error: 301.6184 Epoch 1077/5000 148/148 [==============================] - 0s 27us/step - loss: 56054.2109 - mean_absolute_error: 200.8706 - val_loss: 102858.6463 - val_mean_absolute_error: 301.5071 Epoch 1078/5000 148/148 [==============================] - 0s 34us/step - loss: 56006.8711 - mean_absolute_error: 200.7756 - val_loss: 102787.2335 - val_mean_absolute_error: 301.3957 Epoch 1079/5000 148/148 [==============================] - 0s 27us/step - loss: 55959.5625 - mean_absolute_error: 200.6806 - val_loss: 102715.8517 - val_mean_absolute_error: 301.2843 Epoch 1080/5000 148/148 [==============================] - 0s 34us/step - loss: 55912.2617 - mean_absolute_error: 200.5856 - val_loss: 102644.4621 - val_mean_absolute_error: 301.1729 Epoch 1081/5000 148/148 [==============================] - 0s 20us/step - loss: 55864.9922 - mean_absolute_error: 200.4906 - val_loss: 102573.0879 - val_mean_absolute_error: 301.0614 Epoch 1082/5000 148/148 [==============================] - 0s 27us/step - loss: 55817.7344 - mean_absolute_error: 200.3956 - val_loss: 102501.6983 - val_mean_absolute_error: 300.9499 Epoch 1083/5000 148/148 [==============================] - 0s 27us/step - loss: 55770.4883 - mean_absolute_error: 200.3005 - val_loss: 102430.3396 - val_mean_absolute_error: 300.8384 Epoch 1084/5000 148/148 [==============================] - 0s 34us/step - loss: 55723.2578 - mean_absolute_error: 200.2054 - val_loss: 102358.9808 - val_mean_absolute_error: 300.7267 Epoch 1085/5000 148/148 [==============================] - 0s 34us/step - loss: 55676.0430 - mean_absolute_error: 200.1103 - val_loss: 102287.6452 - val_mean_absolute_error: 300.6151 Epoch 1086/5000 148/148 [==============================] - 0s 27us/step - loss: 55628.8516 - mean_absolute_error: 200.0152 - val_loss: 102216.3096 - val_mean_absolute_error: 300.5034 Epoch 1087/5000 148/148 [==============================] - 0s 27us/step - loss: 55581.6758 - mean_absolute_error: 199.9200 - val_loss: 102144.9662 - val_mean_absolute_error: 300.3916 Epoch 1088/5000 148/148 [==============================] - 0s 34us/step - loss: 55534.5039 - mean_absolute_error: 199.8248 - val_loss: 102073.6692 - val_mean_absolute_error: 300.2799 Epoch 1089/5000 148/148 [==============================] - 0s 27us/step - loss: 55487.3672 - mean_absolute_error: 199.7296 - val_loss: 102002.3721 - val_mean_absolute_error: 300.1681 Epoch 1090/5000 148/148 [==============================] - 0s 27us/step - loss: 55440.2383 - mean_absolute_error: 199.6344 - val_loss: 101931.0827 - val_mean_absolute_error: 300.0563 Epoch 1091/5000 148/148 [==============================] - 0s 27us/step - loss: 55393.1367 - mean_absolute_error: 199.5391 - val_loss: 101859.8165 - val_mean_absolute_error: 299.9444 Epoch 1092/5000 148/148 [==============================] - 0s 27us/step - loss: 55346.0469 - mean_absolute_error: 199.4438 - val_loss: 101788.5656 - val_mean_absolute_error: 299.8325 Epoch 1093/5000 148/148 [==============================] - 0s 34us/step - loss: 55298.9766 - mean_absolute_error: 199.3485 - val_loss: 101717.3148 - val_mean_absolute_error: 299.7206 Epoch 1094/5000 148/148 [==============================] - 0s 34us/step - loss: 55251.9258 - mean_absolute_error: 199.2532 - val_loss: 101646.0952 - val_mean_absolute_error: 299.6086 Epoch 1095/5000 148/148 [==============================] - 0s 20us/step - loss: 55204.8906 - mean_absolute_error: 199.1578 - val_loss: 101574.8906 - val_mean_absolute_error: 299.4966 Epoch 1096/5000 148/148 [==============================] - 0s 27us/step - loss: 55157.8867 - mean_absolute_error: 199.0624 - val_loss: 101503.6783 - val_mean_absolute_error: 299.3845 Epoch 1097/5000 148/148 [==============================] - 0s 27us/step - loss: 55110.8750 - mean_absolute_error: 198.9669 - val_loss: 101432.4506 - val_mean_absolute_error: 299.2723 Epoch 1098/5000 148/148 [==============================] - 0s 27us/step - loss: 55063.8984 - mean_absolute_error: 198.8715 - val_loss: 101361.2383 - val_mean_absolute_error: 299.1602 Epoch 1099/5000 148/148 [==============================] - 0s 27us/step - loss: 55016.9414 - mean_absolute_error: 198.7760 - val_loss: 101290.0106 - val_mean_absolute_error: 299.0479 Epoch 1100/5000 148/148 [==============================] - 0s 20us/step - loss: 54969.9922 - mean_absolute_error: 198.6805 - val_loss: 101218.8060 - val_mean_absolute_error: 298.9356 Epoch 1101/5000 148/148 [==============================] - 0s 27us/step - loss: 54923.0781 - mean_absolute_error: 198.5850 - val_loss: 101147.6400 - val_mean_absolute_error: 298.8233 Epoch 1102/5000 148/148 [==============================] - 0s 27us/step - loss: 54876.1758 - mean_absolute_error: 198.4895 - val_loss: 101076.4281 - val_mean_absolute_error: 298.7108 Epoch 1103/5000 148/148 [==============================] - 0s 20us/step - loss: 54829.2891 - mean_absolute_error: 198.3939 - val_loss: 101005.2312 - val_mean_absolute_error: 298.5984 Epoch 1104/5000 148/148 [==============================] - 0s 27us/step - loss: 54782.4141 - mean_absolute_error: 198.2983 - val_loss: 100934.0575 - val_mean_absolute_error: 298.4859 Epoch 1105/5000 148/148 [==============================] - 0s 34us/step - loss: 54735.5781 - mean_absolute_error: 198.2027 - val_loss: 100862.9146 - val_mean_absolute_error: 298.3734 Epoch 1106/5000 148/148 [==============================] - 0s 34us/step - loss: 54688.7617 - mean_absolute_error: 198.1070 - val_loss: 100791.7640 - val_mean_absolute_error: 298.2608 Epoch 1107/5000 148/148 [==============================] - 0s 20us/step - loss: 54641.9414 - mean_absolute_error: 198.0113 - val_loss: 100720.6442 - val_mean_absolute_error: 298.1482 Epoch 1108/5000 148/148 [==============================] - 0s 27us/step - loss: 54595.1523 - mean_absolute_error: 197.9156 - val_loss: 100649.5479 - val_mean_absolute_error: 298.0356 Epoch 1109/5000 148/148 [==============================] - 0s 27us/step - loss: 54548.3906 - mean_absolute_error: 197.8199 - val_loss: 100578.4744 - val_mean_absolute_error: 297.9230 Epoch 1110/5000 148/148 [==============================] - 0s 41us/step - loss: 54501.6562 - mean_absolute_error: 197.7242 - val_loss: 100507.4162 - val_mean_absolute_error: 297.8104 Epoch 1111/5000 148/148 [==============================] - 0s 34us/step - loss: 54454.9336 - mean_absolute_error: 197.6284 - val_loss: 100436.3735 - val_mean_absolute_error: 297.6977 Epoch 1112/5000 148/148 [==============================] - 0s 27us/step - loss: 54408.2344 - mean_absolute_error: 197.5326 - val_loss: 100365.3540 - val_mean_absolute_error: 297.5849 Epoch 1113/5000 148/148 [==============================] - 0s 34us/step - loss: 54361.5547 - mean_absolute_error: 197.4368 - val_loss: 100294.3656 - val_mean_absolute_error: 297.4722 Epoch 1114/5000 148/148 [==============================] - 0s 27us/step - loss: 54314.9023 - mean_absolute_error: 197.3410 - val_loss: 100223.3923 - val_mean_absolute_error: 297.3594 Epoch 1115/5000 148/148 [==============================] - 0s 34us/step - loss: 54268.2617 - mean_absolute_error: 197.2451 - val_loss: 100152.4267 - val_mean_absolute_error: 297.2466 Epoch 1116/5000 148/148 [==============================] - 0s 27us/step - loss: 54221.6406 - mean_absolute_error: 197.1493 - val_loss: 100081.4842 - val_mean_absolute_error: 297.1338 Epoch 1117/5000 148/148 [==============================] - 0s 27us/step - loss: 54175.0469 - mean_absolute_error: 197.0534 - val_loss: 100010.5498 - val_mean_absolute_error: 297.0209 Epoch 1118/5000 148/148 [==============================] - 0s 20us/step - loss: 54128.4609 - mean_absolute_error: 196.9574 - val_loss: 99939.6458 - val_mean_absolute_error: 296.9080 Epoch 1119/5000 148/148 [==============================] - 0s 27us/step - loss: 54081.9062 - mean_absolute_error: 196.8615 - val_loss: 99868.7650 - val_mean_absolute_error: 296.7950 Epoch 1120/5000 148/148 [==============================] - 0s 27us/step - loss: 54035.3711 - mean_absolute_error: 196.7655 - val_loss: 99797.8842 - val_mean_absolute_error: 296.6821 Epoch 1121/5000 148/148 [==============================] - 0s 34us/step - loss: 53988.8477 - mean_absolute_error: 196.6695 - val_loss: 99727.0423 - val_mean_absolute_error: 296.5691 Epoch 1122/5000 148/148 [==============================] - 0s 27us/step - loss: 53942.3594 - mean_absolute_error: 196.5734 - val_loss: 99656.2308 - val_mean_absolute_error: 296.4561 Epoch 1123/5000 148/148 [==============================] - 0s 27us/step - loss: 53895.8867 - mean_absolute_error: 196.4774 - val_loss: 99585.4271 - val_mean_absolute_error: 296.3430 Epoch 1124/5000 148/148 [==============================] - 0s 27us/step - loss: 53849.4375 - mean_absolute_error: 196.3813 - val_loss: 99514.6469 - val_mean_absolute_error: 296.2300 Epoch 1125/5000 148/148 [==============================] - 0s 34us/step - loss: 53803.0078 - mean_absolute_error: 196.2852 - val_loss: 99443.8971 - val_mean_absolute_error: 296.1169 Epoch 1126/5000 148/148 [==============================] - 0s 40us/step - loss: 53756.5977 - mean_absolute_error: 196.1891 - val_loss: 99373.1704 - val_mean_absolute_error: 296.0038 Epoch 1127/5000 148/148 [==============================] - 0s 27us/step - loss: 53710.2148 - mean_absolute_error: 196.0930 - val_loss: 99302.4442 - val_mean_absolute_error: 295.8906 Epoch 1128/5000 148/148 [==============================] - 0s 27us/step - loss: 53663.8555 - mean_absolute_error: 195.9968 - val_loss: 99231.7483 - val_mean_absolute_error: 295.7774 Epoch 1129/5000 148/148 [==============================] - 0s 27us/step - loss: 53617.5078 - mean_absolute_error: 195.9006 - val_loss: 99161.0833 - val_mean_absolute_error: 295.6642 Epoch 1130/5000 148/148 [==============================] - 0s 27us/step - loss: 53571.1875 - mean_absolute_error: 195.8044 - val_loss: 99090.4342 - val_mean_absolute_error: 295.5510 Epoch 1131/5000 148/148 [==============================] - 0s 27us/step - loss: 53524.8867 - mean_absolute_error: 195.7082 - val_loss: 99019.8000 - val_mean_absolute_error: 295.4377 Epoch 1132/5000 148/148 [==============================] - 0s 27us/step - loss: 53478.6094 - mean_absolute_error: 195.6120 - val_loss: 98949.1810 - val_mean_absolute_error: 295.3244 Epoch 1133/5000 148/148 [==============================] - 0s 34us/step - loss: 53432.3438 - mean_absolute_error: 195.5157 - val_loss: 98878.5935 - val_mean_absolute_error: 295.2111 Epoch 1134/5000 148/148 [==============================] - 0s 20us/step - loss: 53386.1094 - mean_absolute_error: 195.4194 - val_loss: 98808.0135 - val_mean_absolute_error: 295.0977 Epoch 1135/5000 148/148 [==============================] - 0s 41us/step - loss: 53339.8867 - mean_absolute_error: 195.3230 - val_loss: 98737.4644 - val_mean_absolute_error: 294.9844 Epoch 1136/5000 148/148 [==============================] - 0s 34us/step - loss: 53293.6914 - mean_absolute_error: 195.2267 - val_loss: 98666.9304 - val_mean_absolute_error: 294.8709 Epoch 1137/5000 148/148 [==============================] - 0s 27us/step - loss: 53247.5117 - mean_absolute_error: 195.1303 - val_loss: 98596.4196 - val_mean_absolute_error: 294.7575 Epoch 1138/5000 148/148 [==============================] - 0s 34us/step - loss: 53201.3633 - mean_absolute_error: 195.0339 - val_loss: 98525.9398 - val_mean_absolute_error: 294.6440 Epoch 1139/5000 148/148 [==============================] - 0s 20us/step - loss: 53155.2344 - mean_absolute_error: 194.9375 - val_loss: 98455.4908 - val_mean_absolute_error: 294.5305 Epoch 1140/5000 148/148 [==============================] - 0s 27us/step - loss: 53109.1094 - mean_absolute_error: 194.8410 - val_loss: 98385.0419 - val_mean_absolute_error: 294.4171 Epoch 1141/5000 148/148 [==============================] - 0s 34us/step - loss: 53063.0117 - mean_absolute_error: 194.7445 - val_loss: 98314.6313 - val_mean_absolute_error: 294.3035 Epoch 1142/5000 148/148 [==============================] - 0s 27us/step - loss: 53016.9336 - mean_absolute_error: 194.6480 - val_loss: 98244.2365 - val_mean_absolute_error: 294.1899 Epoch 1143/5000 148/148 [==============================] - 0s 27us/step - loss: 52970.8828 - mean_absolute_error: 194.5514 - val_loss: 98173.8721 - val_mean_absolute_error: 294.0764 Epoch 1144/5000 148/148 [==============================] - 0s 20us/step - loss: 52924.8438 - mean_absolute_error: 194.4548 - val_loss: 98103.5154 - val_mean_absolute_error: 293.9627 Epoch 1145/5000 148/148 [==============================] - 0s 27us/step - loss: 52878.8359 - mean_absolute_error: 194.3582 - val_loss: 98033.1823 - val_mean_absolute_error: 293.8491 Epoch 1146/5000 148/148 [==============================] - 0s 20us/step - loss: 52832.8438 - mean_absolute_error: 194.2616 - val_loss: 97962.8873 - val_mean_absolute_error: 293.7355 Epoch 1147/5000 148/148 [==============================] - 0s 27us/step - loss: 52786.8789 - mean_absolute_error: 194.1650 - val_loss: 97892.6081 - val_mean_absolute_error: 293.6218 Epoch 1148/5000 148/148 [==============================] - 0s 34us/step - loss: 52740.9336 - mean_absolute_error: 194.0683 - val_loss: 97822.3362 - val_mean_absolute_error: 293.5080 Epoch 1149/5000 148/148 [==============================] - 0s 34us/step - loss: 52695.0117 - mean_absolute_error: 193.9716 - val_loss: 97752.0802 - val_mean_absolute_error: 293.3943 Epoch 1150/5000 148/148 [==============================] - 0s 20us/step - loss: 52649.1094 - mean_absolute_error: 193.8749 - val_loss: 97681.8469 - val_mean_absolute_error: 293.2805 Epoch 1151/5000 148/148 [==============================] - 0s 34us/step - loss: 52603.2344 - mean_absolute_error: 193.7782 - val_loss: 97611.6448 - val_mean_absolute_error: 293.1666 Epoch 1152/5000 148/148 [==============================] - 0s 34us/step - loss: 52557.3711 - mean_absolute_error: 193.6814 - val_loss: 97541.4577 - val_mean_absolute_error: 293.0528 Epoch 1153/5000 148/148 [==============================] - 0s 27us/step - loss: 52511.5391 - mean_absolute_error: 193.5846 - val_loss: 97471.2942 - val_mean_absolute_error: 292.9389 Epoch 1154/5000 148/148 [==============================] - 0s 27us/step - loss: 52465.7305 - mean_absolute_error: 193.4879 - val_loss: 97401.1610 - val_mean_absolute_error: 292.8250 Epoch 1155/5000 148/148 [==============================] - 0s 34us/step - loss: 52419.9414 - mean_absolute_error: 193.3911 - val_loss: 97331.0129 - val_mean_absolute_error: 292.7111 Epoch 1156/5000 148/148 [==============================] - 0s 34us/step - loss: 52374.1641 - mean_absolute_error: 193.2942 - val_loss: 97260.8494 - val_mean_absolute_error: 292.5970 Epoch 1157/5000 148/148 [==============================] - 0s 27us/step - loss: 52328.4141 - mean_absolute_error: 193.1974 - val_loss: 97190.7317 - val_mean_absolute_error: 292.4829 Epoch 1158/5000 148/148 [==============================] - 0s 27us/step - loss: 52282.6953 - mean_absolute_error: 193.1005 - val_loss: 97120.6298 - val_mean_absolute_error: 292.3689 Epoch 1159/5000 148/148 [==============================] - 0s 20us/step - loss: 52237.0039 - mean_absolute_error: 193.0036 - val_loss: 97050.5581 - val_mean_absolute_error: 292.2548 Epoch 1160/5000 148/148 [==============================] - 0s 34us/step - loss: 52191.3281 - mean_absolute_error: 192.9067 - val_loss: 96980.5179 - val_mean_absolute_error: 292.1408 Epoch 1161/5000 148/148 [==============================] - 0s 34us/step - loss: 52145.6836 - mean_absolute_error: 192.8098 - val_loss: 96910.4850 - val_mean_absolute_error: 292.0266 Epoch 1162/5000 148/148 [==============================] - 0s 27us/step - loss: 52100.0547 - mean_absolute_error: 192.7128 - val_loss: 96840.4985 - val_mean_absolute_error: 291.9125 Epoch 1163/5000 148/148 [==============================] - 0s 34us/step - loss: 52054.4609 - mean_absolute_error: 192.6158 - val_loss: 96770.5279 - val_mean_absolute_error: 291.7983 Epoch 1164/5000 148/148 [==============================] - 0s 27us/step - loss: 52008.8750 - mean_absolute_error: 192.5189 - val_loss: 96700.5798 - val_mean_absolute_error: 291.6841 Epoch 1165/5000 148/148 [==============================] - 0s 20us/step - loss: 51963.3242 - mean_absolute_error: 192.4219 - val_loss: 96630.6550 - val_mean_absolute_error: 291.5699 Epoch 1166/5000 148/148 [==============================] - 0s 41us/step - loss: 51917.7891 - mean_absolute_error: 192.3249 - val_loss: 96560.7535 - val_mean_absolute_error: 291.4557 Epoch 1167/5000 148/148 [==============================] - 0s 27us/step - loss: 51872.2852 - mean_absolute_error: 192.2278 - val_loss: 96490.8671 - val_mean_absolute_error: 291.3413 Epoch 1168/5000 148/148 [==============================] - 0s 27us/step - loss: 51826.7891 - mean_absolute_error: 192.1307 - val_loss: 96421.0196 - val_mean_absolute_error: 291.2271 Epoch 1169/5000 148/148 [==============================] - 0s 34us/step - loss: 51781.3359 - mean_absolute_error: 192.0337 - val_loss: 96351.1871 - val_mean_absolute_error: 291.1127 Epoch 1170/5000 148/148 [==============================] - 0s 27us/step - loss: 51735.8945 - mean_absolute_error: 191.9365 - val_loss: 96281.3781 - val_mean_absolute_error: 290.9984 Epoch 1171/5000 148/148 [==============================] - 0s 41us/step - loss: 51690.4844 - mean_absolute_error: 191.8394 - val_loss: 96211.5846 - val_mean_absolute_error: 290.8841 Epoch 1172/5000 148/148 [==============================] - 0s 34us/step - loss: 51645.1016 - mean_absolute_error: 191.7423 - val_loss: 96141.8060 - val_mean_absolute_error: 290.7696 Epoch 1173/5000 148/148 [==============================] - 0s 27us/step - loss: 51599.7383 - mean_absolute_error: 191.6451 - val_loss: 96072.0587 - val_mean_absolute_error: 290.6552 Epoch 1174/5000 148/148 [==============================] - 0s 27us/step - loss: 51554.3984 - mean_absolute_error: 191.5480 - val_loss: 96002.3421 - val_mean_absolute_error: 290.5407 Epoch 1175/5000 148/148 [==============================] - 0s 27us/step - loss: 51509.0820 - mean_absolute_error: 191.4508 - val_loss: 95932.6408 - val_mean_absolute_error: 290.4262 Epoch 1176/5000 148/148 [==============================] - 0s 34us/step - loss: 51463.7852 - mean_absolute_error: 191.3536 - val_loss: 95862.9629 - val_mean_absolute_error: 290.3117 Epoch 1177/5000 148/148 [==============================] - 0s 27us/step - loss: 51418.5156 - mean_absolute_error: 191.2563 - val_loss: 95793.3233 - val_mean_absolute_error: 290.1972 Epoch 1178/5000 148/148 [==============================] - 0s 27us/step - loss: 51373.2812 - mean_absolute_error: 191.1591 - val_loss: 95723.6994 - val_mean_absolute_error: 290.0827 Epoch 1179/5000 148/148 [==============================] - 0s 27us/step - loss: 51328.0625 - mean_absolute_error: 191.0618 - val_loss: 95654.0981 - val_mean_absolute_error: 289.9681 Epoch 1180/5000 148/148 [==============================] - 0s 27us/step - loss: 51282.8711 - mean_absolute_error: 190.9646 - val_loss: 95584.5279 - val_mean_absolute_error: 289.8535 Epoch 1181/5000 148/148 [==============================] - 0s 34us/step - loss: 51237.7070 - mean_absolute_error: 190.8673 - val_loss: 95514.9888 - val_mean_absolute_error: 289.7388 Epoch 1182/5000 148/148 [==============================] - 0s 27us/step - loss: 51192.5625 - mean_absolute_error: 190.7700 - val_loss: 95445.4650 - val_mean_absolute_error: 289.6242 Epoch 1183/5000 148/148 [==============================] - 0s 27us/step - loss: 51147.4453 - mean_absolute_error: 190.6727 - val_loss: 95375.9794 - val_mean_absolute_error: 289.5096 Epoch 1184/5000 148/148 [==============================] - 0s 27us/step - loss: 51102.3516 - mean_absolute_error: 190.5753 - val_loss: 95306.4942 - val_mean_absolute_error: 289.3949 Epoch 1185/5000 148/148 [==============================] - 0s 34us/step - loss: 51057.2773 - mean_absolute_error: 190.4779 - val_loss: 95237.0552 - val_mean_absolute_error: 289.2802 Epoch 1186/5000 148/148 [==============================] - 0s 34us/step - loss: 51012.2305 - mean_absolute_error: 190.3805 - val_loss: 95167.6471 - val_mean_absolute_error: 289.1655 Epoch 1187/5000 148/148 [==============================] - 0s 20us/step - loss: 50967.2109 - mean_absolute_error: 190.2831 - val_loss: 95098.2540 - val_mean_absolute_error: 289.0507 Epoch 1188/5000 148/148 [==============================] - 0s 27us/step - loss: 50922.2109 - mean_absolute_error: 190.1857 - val_loss: 95028.8921 - val_mean_absolute_error: 288.9360 Epoch 1189/5000 148/148 [==============================] - 0s 34us/step - loss: 50877.2383 - mean_absolute_error: 190.0882 - val_loss: 94959.5456 - val_mean_absolute_error: 288.8212 Epoch 1190/5000 148/148 [==============================] - 0s 27us/step - loss: 50832.3008 - mean_absolute_error: 189.9908 - val_loss: 94890.2377 - val_mean_absolute_error: 288.7064 Epoch 1191/5000 148/148 [==============================] - 0s 34us/step - loss: 50787.3789 - mean_absolute_error: 189.8933 - val_loss: 94820.9450 - val_mean_absolute_error: 288.5915 Epoch 1192/5000 148/148 [==============================] - 0s 20us/step - loss: 50742.4727 - mean_absolute_error: 189.7958 - val_loss: 94751.6829 - val_mean_absolute_error: 288.4767 Epoch 1193/5000 148/148 [==============================] - 0s 34us/step - loss: 50697.6016 - mean_absolute_error: 189.6983 - val_loss: 94682.4444 - val_mean_absolute_error: 288.3618 Epoch 1194/5000 148/148 [==============================] - 0s 27us/step - loss: 50652.7500 - mean_absolute_error: 189.6008 - val_loss: 94613.2365 - val_mean_absolute_error: 288.2469 Epoch 1195/5000 148/148 [==============================] - 0s 27us/step - loss: 50607.9336 - mean_absolute_error: 189.5033 - val_loss: 94544.0596 - val_mean_absolute_error: 288.1320 Epoch 1196/5000 148/148 [==============================] - 0s 27us/step - loss: 50563.1406 - mean_absolute_error: 189.4057 - val_loss: 94474.8904 - val_mean_absolute_error: 288.0170 Epoch 1197/5000 148/148 [==============================] - 0s 20us/step - loss: 50518.3711 - mean_absolute_error: 189.3081 - val_loss: 94405.7675 - val_mean_absolute_error: 287.9021 Epoch 1198/5000 148/148 [==============================] - 0s 41us/step - loss: 50473.6250 - mean_absolute_error: 189.2106 - val_loss: 94336.6677 - val_mean_absolute_error: 287.7872 Epoch 1199/5000 148/148 [==============================] - 0s 34us/step - loss: 50428.9141 - mean_absolute_error: 189.1130 - val_loss: 94267.5906 - val_mean_absolute_error: 287.6722 Epoch 1200/5000 148/148 [==============================] - 0s 34us/step - loss: 50384.2148 - mean_absolute_error: 189.0154 - val_loss: 94198.5448 - val_mean_absolute_error: 287.5572 Epoch 1201/5000 148/148 [==============================] - 0s 27us/step - loss: 50339.5469 - mean_absolute_error: 188.9177 - val_loss: 94129.5298 - val_mean_absolute_error: 287.4421 Epoch 1202/5000 148/148 [==============================] - 0s 27us/step - loss: 50294.9141 - mean_absolute_error: 188.8201 - val_loss: 94060.5302 - val_mean_absolute_error: 287.3271 Epoch 1203/5000 148/148 [==============================] - 0s 27us/step - loss: 50250.2930 - mean_absolute_error: 188.7225 - val_loss: 93991.5767 - val_mean_absolute_error: 287.2120 Epoch 1204/5000 148/148 [==============================] - 0s 27us/step - loss: 50205.7070 - mean_absolute_error: 188.6248 - val_loss: 93922.6465 - val_mean_absolute_error: 287.0970 Epoch 1205/5000 148/148 [==============================] - 0s 20us/step - loss: 50161.1367 - mean_absolute_error: 188.5271 - val_loss: 93853.7315 - val_mean_absolute_error: 286.9819 Epoch 1206/5000 148/148 [==============================] - 0s 27us/step - loss: 50116.5742 - mean_absolute_error: 188.4294 - val_loss: 93784.8475 - val_mean_absolute_error: 286.8667 Epoch 1207/5000 148/148 [==============================] - 0s 34us/step - loss: 50072.0430 - mean_absolute_error: 188.3316 - val_loss: 93715.9715 - val_mean_absolute_error: 286.7515 Epoch 1208/5000 148/148 [==============================] - 0s 34us/step - loss: 50027.5195 - mean_absolute_error: 188.2338 - val_loss: 93647.1258 - val_mean_absolute_error: 286.6364 Epoch 1209/5000 148/148 [==============================] - 0s 34us/step - loss: 49983.0352 - mean_absolute_error: 188.1361 - val_loss: 93578.3190 - val_mean_absolute_error: 286.5211 Epoch 1210/5000 148/148 [==============================] - 0s 27us/step - loss: 49938.5742 - mean_absolute_error: 188.0383 - val_loss: 93509.5121 - val_mean_absolute_error: 286.4058 Epoch 1211/5000 148/148 [==============================] - 0s 27us/step - loss: 49894.1250 - mean_absolute_error: 187.9405 - val_loss: 93440.7515 - val_mean_absolute_error: 286.2906 Epoch 1212/5000 148/148 [==============================] - 0s 27us/step - loss: 49849.7109 - mean_absolute_error: 187.8427 - val_loss: 93372.0217 - val_mean_absolute_error: 286.1753 Epoch 1213/5000 148/148 [==============================] - 0s 34us/step - loss: 49805.3242 - mean_absolute_error: 187.7449 - val_loss: 93303.3227 - val_mean_absolute_error: 286.0601 Epoch 1214/5000 148/148 [==============================] - 0s 27us/step - loss: 49760.9570 - mean_absolute_error: 187.6470 - val_loss: 93234.6235 - val_mean_absolute_error: 285.9447 Epoch 1215/5000 148/148 [==============================] - 0s 27us/step - loss: 49716.6133 - mean_absolute_error: 187.5491 - val_loss: 93165.9631 - val_mean_absolute_error: 285.8294 Epoch 1216/5000 148/148 [==============================] - 0s 27us/step - loss: 49672.2969 - mean_absolute_error: 187.4513 - val_loss: 93097.3335 - val_mean_absolute_error: 285.7139 Epoch 1217/5000 148/148 [==============================] - 0s 27us/step - loss: 49628.0039 - mean_absolute_error: 187.3534 - val_loss: 93028.7346 - val_mean_absolute_error: 285.5986 Epoch 1218/5000 148/148 [==============================] - 0s 27us/step - loss: 49583.7383 - mean_absolute_error: 187.2555 - val_loss: 92960.1667 - val_mean_absolute_error: 285.4831 Epoch 1219/5000 148/148 [==============================] - 0s 34us/step - loss: 49539.5117 - mean_absolute_error: 187.1576 - val_loss: 92891.6219 - val_mean_absolute_error: 285.3677 Epoch 1220/5000 148/148 [==============================] - 0s 20us/step - loss: 49495.3008 - mean_absolute_error: 187.0597 - val_loss: 92823.1156 - val_mean_absolute_error: 285.2523 Epoch 1221/5000 148/148 [==============================] - 0s 34us/step - loss: 49451.1172 - mean_absolute_error: 186.9618 - val_loss: 92754.6325 - val_mean_absolute_error: 285.1368 Epoch 1222/5000 148/148 [==============================] - 0s 27us/step - loss: 49406.9609 - mean_absolute_error: 186.8638 - val_loss: 92686.1802 - val_mean_absolute_error: 285.0214 Epoch 1223/5000 148/148 [==============================] - 0s 34us/step - loss: 49362.8281 - mean_absolute_error: 186.7659 - val_loss: 92617.7587 - val_mean_absolute_error: 284.9058 Epoch 1224/5000 148/148 [==============================] - 0s 34us/step - loss: 49318.7266 - mean_absolute_error: 186.6679 - val_loss: 92549.3604 - val_mean_absolute_error: 284.7903 Epoch 1225/5000 148/148 [==============================] - 0s 27us/step - loss: 49274.6445 - mean_absolute_error: 186.5699 - val_loss: 92480.9619 - val_mean_absolute_error: 284.6748 Epoch 1226/5000 148/148 [==============================] - 0s 27us/step - loss: 49230.5859 - mean_absolute_error: 186.4719 - val_loss: 92412.6021 - val_mean_absolute_error: 284.5592 Epoch 1227/5000 148/148 [==============================] - 0s 27us/step - loss: 49186.5586 - mean_absolute_error: 186.3739 - val_loss: 92344.2654 - val_mean_absolute_error: 284.4436 Epoch 1228/5000 148/148 [==============================] - 0s 41us/step - loss: 49142.5625 - mean_absolute_error: 186.2759 - val_loss: 92275.9594 - val_mean_absolute_error: 284.3280 Epoch 1229/5000 148/148 [==============================] - 0s 27us/step - loss: 49098.5938 - mean_absolute_error: 186.1779 - val_loss: 92207.6998 - val_mean_absolute_error: 284.2123 Epoch 1230/5000 148/148 [==============================] - 0s 27us/step - loss: 49054.6250 - mean_absolute_error: 186.0798 - val_loss: 92139.4252 - val_mean_absolute_error: 284.0966 Epoch 1231/5000 148/148 [==============================] - 0s 27us/step - loss: 49010.6523 - mean_absolute_error: 185.9816 - val_loss: 92071.1888 - val_mean_absolute_error: 283.9809 Epoch 1232/5000 148/148 [==============================] - 0s 27us/step - loss: 48966.7109 - mean_absolute_error: 185.8835 - val_loss: 92002.9677 - val_mean_absolute_error: 283.8653 Epoch 1233/5000 148/148 [==============================] - 0s 27us/step - loss: 48922.7891 - mean_absolute_error: 185.7854 - val_loss: 91934.7621 - val_mean_absolute_error: 283.7495 Epoch 1234/5000 148/148 [==============================] - 0s 34us/step - loss: 48878.8867 - mean_absolute_error: 185.6872 - val_loss: 91866.5871 - val_mean_absolute_error: 283.6337 Epoch 1235/5000 148/148 [==============================] - 0s 41us/step - loss: 48835.0117 - mean_absolute_error: 185.5891 - val_loss: 91798.4125 - val_mean_absolute_error: 283.5179 Epoch 1236/5000 148/148 [==============================] - 0s 27us/step - loss: 48791.1562 - mean_absolute_error: 185.4909 - val_loss: 91730.2838 - val_mean_absolute_error: 283.4020 Epoch 1237/5000 148/148 [==============================] - 0s 27us/step - loss: 48747.3242 - mean_absolute_error: 185.3927 - val_loss: 91662.1785 - val_mean_absolute_error: 283.2862 Epoch 1238/5000 148/148 [==============================] - 0s 34us/step - loss: 48703.5234 - mean_absolute_error: 185.2945 - val_loss: 91594.0885 - val_mean_absolute_error: 283.1703 Epoch 1239/5000 148/148 [==============================] - 0s 27us/step - loss: 48659.7422 - mean_absolute_error: 185.1963 - val_loss: 91526.0217 - val_mean_absolute_error: 283.0544 Epoch 1240/5000 148/148 [==============================] - 0s 27us/step - loss: 48615.9922 - mean_absolute_error: 185.0981 - val_loss: 91457.9933 - val_mean_absolute_error: 282.9385 Epoch 1241/5000 148/148 [==============================] - 0s 34us/step - loss: 48572.2617 - mean_absolute_error: 184.9998 - val_loss: 91389.9881 - val_mean_absolute_error: 282.8225 Epoch 1242/5000 148/148 [==============================] - 0s 27us/step - loss: 48528.5586 - mean_absolute_error: 184.9016 - val_loss: 91322.0142 - val_mean_absolute_error: 282.7065 Epoch 1243/5000 148/148 [==============================] - 0s 27us/step - loss: 48484.8867 - mean_absolute_error: 184.8033 - val_loss: 91254.0552 - val_mean_absolute_error: 282.5906 Epoch 1244/5000 148/148 [==============================] - 0s 27us/step - loss: 48441.2344 - mean_absolute_error: 184.7050 - val_loss: 91186.1346 - val_mean_absolute_error: 282.4746 Epoch 1245/5000 148/148 [==============================] - 0s 27us/step - loss: 48397.6133 - mean_absolute_error: 184.6067 - val_loss: 91118.2373 - val_mean_absolute_error: 282.3585 Epoch 1246/5000 148/148 [==============================] - 0s 27us/step - loss: 48354.0117 - mean_absolute_error: 184.5084 - val_loss: 91050.3631 - val_mean_absolute_error: 282.2425 Epoch 1247/5000 148/148 [==============================] - 0s 34us/step - loss: 48310.4414 - mean_absolute_error: 184.4102 - val_loss: 90982.5277 - val_mean_absolute_error: 282.1264 Epoch 1248/5000 148/148 [==============================] - 0s 27us/step - loss: 48266.8984 - mean_absolute_error: 184.3118 - val_loss: 90914.7152 - val_mean_absolute_error: 282.0104 Epoch 1249/5000 148/148 [==============================] - 0s 27us/step - loss: 48223.3711 - mean_absolute_error: 184.2135 - val_loss: 90846.9258 - val_mean_absolute_error: 281.8943 Epoch 1250/5000 148/148 [==============================] - 0s 34us/step - loss: 48179.8828 - mean_absolute_error: 184.1151 - val_loss: 90779.1677 - val_mean_absolute_error: 281.7781 Epoch 1251/5000 148/148 [==============================] - 0s 27us/step - loss: 48136.4141 - mean_absolute_error: 184.0167 - val_loss: 90711.4477 - val_mean_absolute_error: 281.6620 Epoch 1252/5000 148/148 [==============================] - 0s 27us/step - loss: 48092.9844 - mean_absolute_error: 183.9184 - val_loss: 90643.7431 - val_mean_absolute_error: 281.5458 Epoch 1253/5000 148/148 [==============================] - 0s 27us/step - loss: 48049.5703 - mean_absolute_error: 183.8200 - val_loss: 90576.0769 - val_mean_absolute_error: 281.4296 Epoch 1254/5000 148/148 [==============================] - 0s 27us/step - loss: 48006.1992 - mean_absolute_error: 183.7216 - val_loss: 90508.4265 - val_mean_absolute_error: 281.3134 Epoch 1255/5000 148/148 [==============================] - 0s 20us/step - loss: 47962.8359 - mean_absolute_error: 183.6232 - val_loss: 90440.8067 - val_mean_absolute_error: 281.1971 Epoch 1256/5000 148/148 [==============================] - 0s 34us/step - loss: 47919.5117 - mean_absolute_error: 183.5248 - val_loss: 90373.2254 - val_mean_absolute_error: 281.0809 Epoch 1257/5000 148/148 [==============================] - 0s 27us/step - loss: 47876.2266 - mean_absolute_error: 183.4264 - val_loss: 90305.6754 - val_mean_absolute_error: 280.9646 Epoch 1258/5000 148/148 [==============================] - 0s 27us/step - loss: 47832.9609 - mean_absolute_error: 183.3280 - val_loss: 90238.1481 - val_mean_absolute_error: 280.8484 Epoch 1259/5000 148/148 [==============================] - 0s 34us/step - loss: 47789.7109 - mean_absolute_error: 183.2296 - val_loss: 90170.6594 - val_mean_absolute_error: 280.7321 Epoch 1260/5000 148/148 [==============================] - 0s 20us/step - loss: 47746.5078 - mean_absolute_error: 183.1311 - val_loss: 90103.1554 - val_mean_absolute_error: 280.6157 Epoch 1261/5000 148/148 [==============================] - 0s 34us/step - loss: 47703.3242 - mean_absolute_error: 183.0327 - val_loss: 90035.6821 - val_mean_absolute_error: 280.4993 Epoch 1262/5000 148/148 [==============================] - 0s 34us/step - loss: 47660.1719 - mean_absolute_error: 182.9342 - val_loss: 89968.2396 - val_mean_absolute_error: 280.3830 Epoch 1263/5000 148/148 [==============================] - 0s 27us/step - loss: 47617.0547 - mean_absolute_error: 182.8357 - val_loss: 89900.8435 - val_mean_absolute_error: 280.2666 Epoch 1264/5000 148/148 [==============================] - 0s 27us/step - loss: 47573.9609 - mean_absolute_error: 182.7373 - val_loss: 89833.4627 - val_mean_absolute_error: 280.1502 Epoch 1265/5000 148/148 [==============================] - 0s 34us/step - loss: 47530.8906 - mean_absolute_error: 182.6388 - val_loss: 89766.1208 - val_mean_absolute_error: 280.0338 Epoch 1266/5000 148/148 [==============================] - 0s 34us/step - loss: 47487.8594 - mean_absolute_error: 182.5403 - val_loss: 89698.8017 - val_mean_absolute_error: 279.9174 Epoch 1267/5000 148/148 [==============================] - 0s 34us/step - loss: 47444.8438 - mean_absolute_error: 182.4418 - val_loss: 89631.5365 - val_mean_absolute_error: 279.8009 Epoch 1268/5000 148/148 [==============================] - 0s 27us/step - loss: 47401.8711 - mean_absolute_error: 182.3433 - val_loss: 89564.3023 - val_mean_absolute_error: 279.6844 Epoch 1269/5000 148/148 [==============================] - 0s 27us/step - loss: 47358.9219 - mean_absolute_error: 182.2448 - val_loss: 89497.0756 - val_mean_absolute_error: 279.5680 Epoch 1270/5000 148/148 [==============================] - 0s 20us/step - loss: 47316.0000 - mean_absolute_error: 182.1462 - val_loss: 89429.8954 - val_mean_absolute_error: 279.4516 Epoch 1271/5000 148/148 [==============================] - 0s 27us/step - loss: 47273.1016 - mean_absolute_error: 182.0477 - val_loss: 89362.7535 - val_mean_absolute_error: 279.3351 Epoch 1272/5000 148/148 [==============================] - 0s 34us/step - loss: 47230.2383 - mean_absolute_error: 181.9491 - val_loss: 89295.6425 - val_mean_absolute_error: 279.2186 Epoch 1273/5000 148/148 [==============================] - 0s 34us/step - loss: 47187.4062 - mean_absolute_error: 181.8506 - val_loss: 89228.5627 - val_mean_absolute_error: 279.1021 Epoch 1274/5000 148/148 [==============================] - 0s 34us/step - loss: 47144.6016 - mean_absolute_error: 181.7521 - val_loss: 89161.5210 - val_mean_absolute_error: 278.9856 Epoch 1275/5000 148/148 [==============================] - 0s 27us/step - loss: 47101.8320 - mean_absolute_error: 181.6535 - val_loss: 89094.5106 - val_mean_absolute_error: 278.8690 Epoch 1276/5000 148/148 [==============================] - 0s 27us/step - loss: 47059.0508 - mean_absolute_error: 181.5548 - val_loss: 89027.5381 - val_mean_absolute_error: 278.7525 Epoch 1277/5000 148/148 [==============================] - 0s 34us/step - loss: 47016.2930 - mean_absolute_error: 181.4563 - val_loss: 88960.6046 - val_mean_absolute_error: 278.6360 Epoch 1278/5000 148/148 [==============================] - 0s 27us/step - loss: 46973.5469 - mean_absolute_error: 181.3576 - val_loss: 88893.6708 - val_mean_absolute_error: 278.5194 Epoch 1279/5000 148/148 [==============================] - 0s 27us/step - loss: 46930.8398 - mean_absolute_error: 181.2589 - val_loss: 88826.7683 - val_mean_absolute_error: 278.4028 Epoch 1280/5000 148/148 [==============================] - 0s 27us/step - loss: 46888.1562 - mean_absolute_error: 181.1603 - val_loss: 88759.8963 - val_mean_absolute_error: 278.2863 Epoch 1281/5000 148/148 [==============================] - 0s 27us/step - loss: 46845.5000 - mean_absolute_error: 181.0616 - val_loss: 88693.0708 - val_mean_absolute_error: 278.1697 Epoch 1282/5000 148/148 [==============================] - 0s 41us/step - loss: 46802.8633 - mean_absolute_error: 180.9630 - val_loss: 88626.2988 - val_mean_absolute_error: 278.0531 Epoch 1283/5000 148/148 [==============================] - 0s 27us/step - loss: 46760.2617 - mean_absolute_error: 180.8643 - val_loss: 88559.5425 - val_mean_absolute_error: 277.9366 Epoch 1284/5000 148/148 [==============================] - 0s 27us/step - loss: 46717.6836 - mean_absolute_error: 180.7656 - val_loss: 88492.8400 - val_mean_absolute_error: 277.8200 Epoch 1285/5000 148/148 [==============================] - 0s 27us/step - loss: 46675.1328 - mean_absolute_error: 180.6669 - val_loss: 88426.1687 - val_mean_absolute_error: 277.7034 Epoch 1286/5000 148/148 [==============================] - 0s 27us/step - loss: 46632.6055 - mean_absolute_error: 180.5682 - val_loss: 88359.5283 - val_mean_absolute_error: 277.5868 Epoch 1287/5000 148/148 [==============================] - 0s 41us/step - loss: 46590.1172 - mean_absolute_error: 180.4695 - val_loss: 88292.9337 - val_mean_absolute_error: 277.4702 Epoch 1288/5000 148/148 [==============================] - 0s 20us/step - loss: 46547.6406 - mean_absolute_error: 180.3708 - val_loss: 88226.3781 - val_mean_absolute_error: 277.3536 Epoch 1289/5000 148/148 [==============================] - 0s 34us/step - loss: 46505.1992 - mean_absolute_error: 180.2721 - val_loss: 88159.8604 - val_mean_absolute_error: 277.2370 Epoch 1290/5000 148/148 [==============================] - 0s 34us/step - loss: 46462.7891 - mean_absolute_error: 180.1734 - val_loss: 88093.3742 - val_mean_absolute_error: 277.1203 Epoch 1291/5000 148/148 [==============================] - 0s 27us/step - loss: 46420.4102 - mean_absolute_error: 180.0746 - val_loss: 88026.9335 - val_mean_absolute_error: 277.0037 Epoch 1292/5000 148/148 [==============================] - 0s 27us/step - loss: 46378.0547 - mean_absolute_error: 179.9759 - val_loss: 87960.5013 - val_mean_absolute_error: 276.8871 Epoch 1293/5000 148/148 [==============================] - 0s 27us/step - loss: 46335.7266 - mean_absolute_error: 179.8771 - val_loss: 87894.1460 - val_mean_absolute_error: 276.7705 Epoch 1294/5000 148/148 [==============================] - 0s 27us/step - loss: 46293.4297 - mean_absolute_error: 179.7784 - val_loss: 87827.8135 - val_mean_absolute_error: 276.6538 Epoch 1295/5000 148/148 [==============================] - 0s 27us/step - loss: 46251.1680 - mean_absolute_error: 179.6796 - val_loss: 87761.5121 - val_mean_absolute_error: 276.5372 Epoch 1296/5000 148/148 [==============================] - 0s 27us/step - loss: 46208.9414 - mean_absolute_error: 179.5809 - val_loss: 87695.2490 - val_mean_absolute_error: 276.4206 Epoch 1297/5000 148/148 [==============================] - 0s 27us/step - loss: 46166.7227 - mean_absolute_error: 179.4821 - val_loss: 87629.0246 - val_mean_absolute_error: 276.3039 Epoch 1298/5000 148/148 [==============================] - 0s 101us/step - loss: 46124.5508 - mean_absolute_error: 179.3834 - val_loss: 87562.8235 - val_mean_absolute_error: 276.1872 Epoch 1299/5000 148/148 [==============================] - 0s 34us/step - loss: 46082.4062 - mean_absolute_error: 179.2845 - val_loss: 87496.6683 - val_mean_absolute_error: 276.0705 Epoch 1300/5000 148/148 [==============================] - 0s 27us/step - loss: 46040.2930 - mean_absolute_error: 179.1858 - val_loss: 87430.5367 - val_mean_absolute_error: 275.9537 Epoch 1301/5000 148/148 [==============================] - 0s 34us/step - loss: 45998.1992 - mean_absolute_error: 179.0870 - val_loss: 87364.4590 - val_mean_absolute_error: 275.8370 Epoch 1302/5000 148/148 [==============================] - 0s 27us/step - loss: 45956.1484 - mean_absolute_error: 178.9882 - val_loss: 87298.4037 - val_mean_absolute_error: 275.7202 Epoch 1303/5000 148/148 [==============================] - 0s 20us/step - loss: 45914.1289 - mean_absolute_error: 178.8894 - val_loss: 87232.3800 - val_mean_absolute_error: 275.6034 Epoch 1304/5000 148/148 [==============================] - 0s 34us/step - loss: 45872.1250 - mean_absolute_error: 178.7906 - val_loss: 87166.4023 - val_mean_absolute_error: 275.4866 Epoch 1305/5000 148/148 [==============================] - 0s 34us/step - loss: 45830.1680 - mean_absolute_error: 178.6918 - val_loss: 87100.4556 - val_mean_absolute_error: 275.3698 Epoch 1306/5000 148/148 [==============================] - 0s 27us/step - loss: 45788.2383 - mean_absolute_error: 178.5930 - val_loss: 87034.5471 - val_mean_absolute_error: 275.2530 Epoch 1307/5000 148/148 [==============================] - 0s 27us/step - loss: 45746.3398 - mean_absolute_error: 178.4942 - val_loss: 86968.6773 - val_mean_absolute_error: 275.1362 Epoch 1308/5000 148/148 [==============================] - 0s 27us/step - loss: 45704.4688 - mean_absolute_error: 178.3954 - val_loss: 86902.8463 - val_mean_absolute_error: 275.0194 Epoch 1309/5000 148/148 [==============================] - 0s 27us/step - loss: 45662.6289 - mean_absolute_error: 178.2965 - val_loss: 86837.0531 - val_mean_absolute_error: 274.9026 Epoch 1310/5000 148/148 [==============================] - 0s 27us/step - loss: 45620.8203 - mean_absolute_error: 178.1977 - val_loss: 86771.2760 - val_mean_absolute_error: 274.7857 Epoch 1311/5000 148/148 [==============================] - 0s 27us/step - loss: 45579.0469 - mean_absolute_error: 178.0989 - val_loss: 86705.5606 - val_mean_absolute_error: 274.6689 Epoch 1312/5000 148/148 [==============================] - 0s 27us/step - loss: 45537.3008 - mean_absolute_error: 178.0001 - val_loss: 86639.8683 - val_mean_absolute_error: 274.5521 Epoch 1313/5000 148/148 [==============================] - 0s 27us/step - loss: 45495.5859 - mean_absolute_error: 177.9012 - val_loss: 86574.2142 - val_mean_absolute_error: 274.4352 Epoch 1314/5000 148/148 [==============================] - 0s 27us/step - loss: 45453.9062 - mean_absolute_error: 177.8024 - val_loss: 86508.6065 - val_mean_absolute_error: 274.3184 Epoch 1315/5000 148/148 [==============================] - 0s 27us/step - loss: 45412.2500 - mean_absolute_error: 177.7036 - val_loss: 86443.0296 - val_mean_absolute_error: 274.2015 Epoch 1316/5000 148/148 [==============================] - 0s 20us/step - loss: 45370.6328 - mean_absolute_error: 177.6047 - val_loss: 86377.4915 - val_mean_absolute_error: 274.0847 Epoch 1317/5000 148/148 [==============================] - 0s 27us/step - loss: 45329.0352 - mean_absolute_error: 177.5059 - val_loss: 86311.9688 - val_mean_absolute_error: 273.9678 Epoch 1318/5000 148/148 [==============================] - 0s 20us/step - loss: 45287.4688 - mean_absolute_error: 177.4070 - val_loss: 86246.4919 - val_mean_absolute_error: 273.8509 Epoch 1319/5000 148/148 [==============================] - 0s 27us/step - loss: 45245.9375 - mean_absolute_error: 177.3082 - val_loss: 86181.0538 - val_mean_absolute_error: 273.7341 Epoch 1320/5000 148/148 [==============================] - 0s 34us/step - loss: 45204.4375 - mean_absolute_error: 177.2093 - val_loss: 86115.6544 - val_mean_absolute_error: 273.6172 Epoch 1321/5000 148/148 [==============================] - 0s 41us/step - loss: 45162.9727 - mean_absolute_error: 177.1104 - val_loss: 86050.3165 - val_mean_absolute_error: 273.5003 Epoch 1322/5000 148/148 [==============================] - 0s 20us/step - loss: 45121.5391 - mean_absolute_error: 177.0116 - val_loss: 85985.0019 - val_mean_absolute_error: 273.3834 Epoch 1323/5000 148/148 [==============================] - 0s 34us/step - loss: 45080.1367 - mean_absolute_error: 176.9127 - val_loss: 85919.7027 - val_mean_absolute_error: 273.2665 Epoch 1324/5000 148/148 [==============================] - 0s 20us/step - loss: 45038.7539 - mean_absolute_error: 176.8138 - val_loss: 85854.4417 - val_mean_absolute_error: 273.1495 Epoch 1325/5000 148/148 [==============================] - 0s 20us/step - loss: 44997.4141 - mean_absolute_error: 176.7150 - val_loss: 85789.2271 - val_mean_absolute_error: 273.0327 Epoch 1326/5000 148/148 [==============================] - 0s 34us/step - loss: 44956.1055 - mean_absolute_error: 176.6161 - val_loss: 85724.0665 - val_mean_absolute_error: 272.9157 Epoch 1327/5000 148/148 [==============================] - 0s 27us/step - loss: 44914.8242 - mean_absolute_error: 176.5172 - val_loss: 85658.9292 - val_mean_absolute_error: 272.7989 Epoch 1328/5000 148/148 [==============================] - 0s 27us/step - loss: 44873.5820 - mean_absolute_error: 176.4184 - val_loss: 85593.8304 - val_mean_absolute_error: 272.6820 Epoch 1329/5000 148/148 [==============================] - 0s 27us/step - loss: 44832.3672 - mean_absolute_error: 176.3195 - val_loss: 85528.7548 - val_mean_absolute_error: 272.5650 Epoch 1330/5000 148/148 [==============================] - 0s 27us/step - loss: 44791.1758 - mean_absolute_error: 176.2206 - val_loss: 85463.7406 - val_mean_absolute_error: 272.4480 Epoch 1331/5000 148/148 [==============================] - 0s 34us/step - loss: 44750.0273 - mean_absolute_error: 176.1217 - val_loss: 85398.7573 - val_mean_absolute_error: 272.3311 Epoch 1332/5000 148/148 [==============================] - 0s 34us/step - loss: 44708.9102 - mean_absolute_error: 176.0228 - val_loss: 85333.7973 - val_mean_absolute_error: 272.2142 Epoch 1333/5000 148/148 [==============================] - 0s 34us/step - loss: 44667.8203 - mean_absolute_error: 175.9240 - val_loss: 85268.8913 - val_mean_absolute_error: 272.0973 Epoch 1334/5000 148/148 [==============================] - 0s 20us/step - loss: 44626.7656 - mean_absolute_error: 175.8251 - val_loss: 85204.0233 - val_mean_absolute_error: 271.9803 Epoch 1335/5000 148/148 [==============================] - 0s 27us/step - loss: 44585.7383 - mean_absolute_error: 175.7262 - val_loss: 85139.1944 - val_mean_absolute_error: 271.8634 Epoch 1336/5000 148/148 [==============================] - 0s 27us/step - loss: 44544.7461 - mean_absolute_error: 175.6273 - val_loss: 85074.4037 - val_mean_absolute_error: 271.7465 Epoch 1337/5000 148/148 [==============================] - 0s 20us/step - loss: 44503.7930 - mean_absolute_error: 175.5284 - val_loss: 85009.6362 - val_mean_absolute_error: 271.6295 Epoch 1338/5000 148/148 [==============================] - 0s 34us/step - loss: 44462.8633 - mean_absolute_error: 175.4295 - val_loss: 84944.9229 - val_mean_absolute_error: 271.5126 Epoch 1339/5000 148/148 [==============================] - 0s 20us/step - loss: 44421.9688 - mean_absolute_error: 175.3306 - val_loss: 84880.2481 - val_mean_absolute_error: 271.3956 Epoch 1340/5000 148/148 [==============================] - 0s 27us/step - loss: 44381.1016 - mean_absolute_error: 175.2318 - val_loss: 84815.6042 - val_mean_absolute_error: 271.2787 Epoch 1341/5000 148/148 [==============================] - 0s 27us/step - loss: 44340.2695 - mean_absolute_error: 175.1329 - val_loss: 84750.9908 - val_mean_absolute_error: 271.1617 Epoch 1342/5000 148/148 [==============================] - 0s 27us/step - loss: 44299.4688 - mean_absolute_error: 175.0340 - val_loss: 84686.4162 - val_mean_absolute_error: 271.0448 Epoch 1343/5000 148/148 [==============================] - 0s 34us/step - loss: 44258.6875 - mean_absolute_error: 174.9351 - val_loss: 84621.8646 - val_mean_absolute_error: 270.9277 Epoch 1344/5000 148/148 [==============================] - 0s 27us/step - loss: 44217.9141 - mean_absolute_error: 174.8361 - val_loss: 84557.3362 - val_mean_absolute_error: 270.8107 Epoch 1345/5000 148/148 [==============================] - 0s 27us/step - loss: 44177.1641 - mean_absolute_error: 174.7372 - val_loss: 84492.8387 - val_mean_absolute_error: 270.6937 Epoch 1346/5000 148/148 [==============================] - 0s 27us/step - loss: 44136.4453 - mean_absolute_error: 174.6383 - val_loss: 84428.3488 - val_mean_absolute_error: 270.5766 Epoch 1347/5000 148/148 [==============================] - 0s 34us/step - loss: 44095.7500 - mean_absolute_error: 174.5394 - val_loss: 84363.8898 - val_mean_absolute_error: 270.4595 Epoch 1348/5000 148/148 [==============================] - 0s 34us/step - loss: 44055.0820 - mean_absolute_error: 174.4405 - val_loss: 84299.4538 - val_mean_absolute_error: 270.3424 Epoch 1349/5000 148/148 [==============================] - 0s 27us/step - loss: 44014.4453 - mean_absolute_error: 174.3416 - val_loss: 84235.0410 - val_mean_absolute_error: 270.2252 Epoch 1350/5000 148/148 [==============================] - 0s 27us/step - loss: 43973.8359 - mean_absolute_error: 174.2428 - val_loss: 84170.6596 - val_mean_absolute_error: 270.1081 Epoch 1351/5000 148/148 [==============================] - 0s 27us/step - loss: 43933.2539 - mean_absolute_error: 174.1439 - val_loss: 84106.3083 - val_mean_absolute_error: 269.9909 Epoch 1352/5000 148/148 [==============================] - 0s 27us/step - loss: 43892.6719 - mean_absolute_error: 174.0450 - val_loss: 84041.9573 - val_mean_absolute_error: 269.8737 Epoch 1353/5000 148/148 [==============================] - 0s 27us/step - loss: 43852.0703 - mean_absolute_error: 173.9460 - val_loss: 83977.6060 - val_mean_absolute_error: 269.7564 Epoch 1354/5000 148/148 [==============================] - 0s 27us/step - loss: 43811.4961 - mean_absolute_error: 173.8471 - val_loss: 83913.2858 - val_mean_absolute_error: 269.6391 Epoch 1355/5000 148/148 [==============================] - 0s 27us/step - loss: 43770.9414 - mean_absolute_error: 173.7481 - val_loss: 83848.9733 - val_mean_absolute_error: 269.5217 Epoch 1356/5000 148/148 [==============================] - 0s 27us/step - loss: 43730.4180 - mean_absolute_error: 173.6492 - val_loss: 83784.6683 - val_mean_absolute_error: 269.4043 Epoch 1357/5000 148/148 [==============================] - 0s 34us/step - loss: 43689.9141 - mean_absolute_error: 173.5503 - val_loss: 83720.3790 - val_mean_absolute_error: 269.2869 Epoch 1358/5000 148/148 [==============================] - 0s 27us/step - loss: 43649.4258 - mean_absolute_error: 173.4514 - val_loss: 83656.1202 - val_mean_absolute_error: 269.1695 Epoch 1359/5000 148/148 [==============================] - 0s 20us/step - loss: 43608.9766 - mean_absolute_error: 173.3525 - val_loss: 83591.8925 - val_mean_absolute_error: 269.0520 Epoch 1360/5000 148/148 [==============================] - 0s 27us/step - loss: 43568.5469 - mean_absolute_error: 173.2536 - val_loss: 83527.6883 - val_mean_absolute_error: 268.9346 Epoch 1361/5000 148/148 [==============================] - 0s 27us/step - loss: 43528.1523 - mean_absolute_error: 173.1547 - val_loss: 83463.4913 - val_mean_absolute_error: 268.8170 Epoch 1362/5000 148/148 [==============================] - 0s 34us/step - loss: 43487.7812 - mean_absolute_error: 173.0558 - val_loss: 83399.3404 - val_mean_absolute_error: 268.6995 Epoch 1363/5000 148/148 [==============================] - 0s 34us/step - loss: 43447.4414 - mean_absolute_error: 172.9569 - val_loss: 83335.2129 - val_mean_absolute_error: 268.5820 Epoch 1364/5000 148/148 [==============================] - 0s 27us/step - loss: 43407.1289 - mean_absolute_error: 172.8581 - val_loss: 83271.1163 - val_mean_absolute_error: 268.4644 Epoch 1365/5000 148/148 [==============================] - 0s 20us/step - loss: 43366.8477 - mean_absolute_error: 172.7592 - val_loss: 83207.0579 - val_mean_absolute_error: 268.3468 Epoch 1366/5000 148/148 [==============================] - 0s 27us/step - loss: 43326.5938 - mean_absolute_error: 172.6603 - val_loss: 83143.0233 - val_mean_absolute_error: 268.2292 Epoch 1367/5000 148/148 [==============================] - 0s 27us/step - loss: 43286.3672 - mean_absolute_error: 172.5615 - val_loss: 83079.0190 - val_mean_absolute_error: 268.1117 Epoch 1368/5000 148/148 [==============================] - 0s 34us/step - loss: 43246.1758 - mean_absolute_error: 172.4626 - val_loss: 83015.0456 - val_mean_absolute_error: 267.9941 Epoch 1369/5000 148/148 [==============================] - 0s 27us/step - loss: 43206.0156 - mean_absolute_error: 172.3637 - val_loss: 82951.1108 - val_mean_absolute_error: 267.8765 Epoch 1370/5000 148/148 [==============================] - 0s 27us/step - loss: 43165.8828 - mean_absolute_error: 172.2649 - val_loss: 82887.2221 - val_mean_absolute_error: 267.7589 Epoch 1371/5000 148/148 [==============================] - 0s 20us/step - loss: 43125.7812 - mean_absolute_error: 172.1661 - val_loss: 82823.3494 - val_mean_absolute_error: 267.6413 Epoch 1372/5000 148/148 [==============================] - 0s 27us/step - loss: 43085.7109 - mean_absolute_error: 172.0672 - val_loss: 82759.5300 - val_mean_absolute_error: 267.5237 Epoch 1373/5000 148/148 [==============================] - 0s 27us/step - loss: 43045.6797 - mean_absolute_error: 171.9684 - val_loss: 82695.7263 - val_mean_absolute_error: 267.4060 Epoch 1374/5000 148/148 [==============================] - 0s 40us/step - loss: 43005.6641 - mean_absolute_error: 171.8695 - val_loss: 82631.9765 - val_mean_absolute_error: 267.2884 Epoch 1375/5000 148/148 [==============================] - 0s 27us/step - loss: 42965.6953 - mean_absolute_error: 171.7707 - val_loss: 82568.2577 - val_mean_absolute_error: 267.1707 Epoch 1376/5000 148/148 [==============================] - 0s 34us/step - loss: 42925.7461 - mean_absolute_error: 171.6718 - val_loss: 82504.5848 - val_mean_absolute_error: 267.0531 Epoch 1377/5000 148/148 [==============================] - 0s 27us/step - loss: 42885.8438 - mean_absolute_error: 171.5730 - val_loss: 82440.9506 - val_mean_absolute_error: 266.9355 Epoch 1378/5000 148/148 [==============================] - 0s 27us/step - loss: 42845.9609 - mean_absolute_error: 171.4742 - val_loss: 82377.3554 - val_mean_absolute_error: 266.8179 Epoch 1379/5000 148/148 [==============================] - 0s 27us/step - loss: 42806.1211 - mean_absolute_error: 171.3754 - val_loss: 82313.8058 - val_mean_absolute_error: 266.7002 Epoch 1380/5000 148/148 [==============================] - 0s 34us/step - loss: 42766.3125 - mean_absolute_error: 171.2766 - val_loss: 82250.2719 - val_mean_absolute_error: 266.5825 Epoch 1381/5000 148/148 [==============================] - 0s 34us/step - loss: 42726.5234 - mean_absolute_error: 171.1777 - val_loss: 82186.7685 - val_mean_absolute_error: 266.4648 Epoch 1382/5000 148/148 [==============================] - 0s 27us/step - loss: 42686.7773 - mean_absolute_error: 171.0789 - val_loss: 82123.3352 - val_mean_absolute_error: 266.3472 Epoch 1383/5000 148/148 [==============================] - 0s 27us/step - loss: 42647.0625 - mean_absolute_error: 170.9801 - val_loss: 82059.9323 - val_mean_absolute_error: 266.2296 Epoch 1384/5000 148/148 [==============================] - 0s 27us/step - loss: 42607.3867 - mean_absolute_error: 170.8813 - val_loss: 81996.5754 - val_mean_absolute_error: 266.1119 Epoch 1385/5000 148/148 [==============================] - 0s 20us/step - loss: 42567.7383 - mean_absolute_error: 170.7825 - val_loss: 81933.2498 - val_mean_absolute_error: 265.9943 Epoch 1386/5000 148/148 [==============================] - 0s 41us/step - loss: 42528.1172 - mean_absolute_error: 170.6837 - val_loss: 81869.9625 - val_mean_absolute_error: 265.8767 Epoch 1387/5000 148/148 [==============================] - 0s 27us/step - loss: 42488.5312 - mean_absolute_error: 170.5849 - val_loss: 81806.7060 - val_mean_absolute_error: 265.7590 Epoch 1388/5000 148/148 [==============================] - 0s 20us/step - loss: 42448.9766 - mean_absolute_error: 170.4861 - val_loss: 81743.5112 - val_mean_absolute_error: 265.6414 Epoch 1389/5000 148/148 [==============================] - 0s 27us/step - loss: 42409.4648 - mean_absolute_error: 170.3874 - val_loss: 81680.3627 - val_mean_absolute_error: 265.5237 Epoch 1390/5000 148/148 [==============================] - 0s 34us/step - loss: 42369.9844 - mean_absolute_error: 170.2886 - val_loss: 81617.2223 - val_mean_absolute_error: 265.4061 Epoch 1391/5000 148/148 [==============================] - 0s 34us/step - loss: 42330.5352 - mean_absolute_error: 170.1898 - val_loss: 81554.1508 - val_mean_absolute_error: 265.2885 Epoch 1392/5000 148/148 [==============================] - 0s 34us/step - loss: 42291.1211 - mean_absolute_error: 170.0910 - val_loss: 81491.1256 - val_mean_absolute_error: 265.1709 Epoch 1393/5000 148/148 [==============================] - 0s 20us/step - loss: 42251.7383 - mean_absolute_error: 169.9923 - val_loss: 81428.1158 - val_mean_absolute_error: 265.0532 Epoch 1394/5000 148/148 [==============================] - 0s 27us/step - loss: 42212.3867 - mean_absolute_error: 169.8935 - val_loss: 81365.1600 - val_mean_absolute_error: 264.9356 Epoch 1395/5000 148/148 [==============================] - 0s 34us/step - loss: 42173.0664 - mean_absolute_error: 169.7947 - val_loss: 81302.2431 - val_mean_absolute_error: 264.8180 Epoch 1396/5000 148/148 [==============================] - 0s 34us/step - loss: 42133.7891 - mean_absolute_error: 169.6960 - val_loss: 81239.3796 - val_mean_absolute_error: 264.7004 Epoch 1397/5000 148/148 [==============================] - 0s 27us/step - loss: 42094.5352 - mean_absolute_error: 169.5972 - val_loss: 81176.5546 - val_mean_absolute_error: 264.5828 Epoch 1398/5000 148/148 [==============================] - 0s 27us/step - loss: 42055.3203 - mean_absolute_error: 169.4985 - val_loss: 81113.7688 - val_mean_absolute_error: 264.4652 Epoch 1399/5000 148/148 [==============================] - 0s 27us/step - loss: 42016.1406 - mean_absolute_error: 169.3997 - val_loss: 81051.0210 - val_mean_absolute_error: 264.3475 Epoch 1400/5000 148/148 [==============================] - 0s 27us/step - loss: 41976.9922 - mean_absolute_error: 169.3010 - val_loss: 80988.3198 - val_mean_absolute_error: 264.2300 Epoch 1401/5000 148/148 [==============================] - 0s 27us/step - loss: 41937.8828 - mean_absolute_error: 169.2023 - val_loss: 80925.6646 - val_mean_absolute_error: 264.1124 Epoch 1402/5000 148/148 [==============================] - 0s 27us/step - loss: 41898.8008 - mean_absolute_error: 169.1036 - val_loss: 80863.0404 - val_mean_absolute_error: 263.9948 Epoch 1403/5000 148/148 [==============================] - 0s 20us/step - loss: 41859.7578 - mean_absolute_error: 169.0049 - val_loss: 80800.4700 - val_mean_absolute_error: 263.8772 Epoch 1404/5000 148/148 [==============================] - 0s 20us/step - loss: 41820.7422 - mean_absolute_error: 168.9062 - val_loss: 80737.9385 - val_mean_absolute_error: 263.7596 Epoch 1405/5000 148/148 [==============================] - 0s 20us/step - loss: 41781.7695 - mean_absolute_error: 168.8075 - val_loss: 80675.4450 - val_mean_absolute_error: 263.6420 Epoch 1406/5000 148/148 [==============================] - 0s 27us/step - loss: 41742.8281 - mean_absolute_error: 168.7088 - val_loss: 80612.9904 - val_mean_absolute_error: 263.5245 Epoch 1407/5000 148/148 [==============================] - 0s 27us/step - loss: 41703.9141 - mean_absolute_error: 168.6101 - val_loss: 80550.5819 - val_mean_absolute_error: 263.4069 Epoch 1408/5000 148/148 [==============================] - 0s 27us/step - loss: 41665.0352 - mean_absolute_error: 168.5114 - val_loss: 80488.2200 - val_mean_absolute_error: 263.2894 Epoch 1409/5000 148/148 [==============================] - 0s 27us/step - loss: 41626.1914 - mean_absolute_error: 168.4127 - val_loss: 80425.8960 - val_mean_absolute_error: 263.1718 Epoch 1410/5000 148/148 [==============================] - 0s 27us/step - loss: 41587.3828 - mean_absolute_error: 168.3141 - val_loss: 80363.6110 - val_mean_absolute_error: 263.0543 Epoch 1411/5000 148/148 [==============================] - 0s 27us/step - loss: 41548.6094 - mean_absolute_error: 168.2154 - val_loss: 80301.3798 - val_mean_absolute_error: 262.9367 Epoch 1412/5000 148/148 [==============================] - 0s 27us/step - loss: 41509.8672 - mean_absolute_error: 168.1167 - val_loss: 80239.1798 - val_mean_absolute_error: 262.8192 Epoch 1413/5000 148/148 [==============================] - 0s 20us/step - loss: 41471.1641 - mean_absolute_error: 168.0181 - val_loss: 80177.0256 - val_mean_absolute_error: 262.7017 Epoch 1414/5000 148/148 [==============================] - 0s 34us/step - loss: 41432.4883 - mean_absolute_error: 167.9194 - val_loss: 80114.9254 - val_mean_absolute_error: 262.5841 Epoch 1415/5000 148/148 [==============================] - 0s 20us/step - loss: 41393.8516 - mean_absolute_error: 167.8208 - val_loss: 80052.8565 - val_mean_absolute_error: 262.4666 Epoch 1416/5000 148/148 [==============================] - 0s 27us/step - loss: 41355.2422 - mean_absolute_error: 167.7222 - val_loss: 79990.8254 - val_mean_absolute_error: 262.3491 Epoch 1417/5000 148/148 [==============================] - 0s 20us/step - loss: 41316.6758 - mean_absolute_error: 167.6236 - val_loss: 79928.8488 - val_mean_absolute_error: 262.2316 Epoch 1418/5000 148/148 [==============================] - 0s 27us/step - loss: 41278.1367 - mean_absolute_error: 167.5249 - val_loss: 79866.9031 - val_mean_absolute_error: 262.1141 Epoch 1419/5000 148/148 [==============================] - 0s 20us/step - loss: 41239.6367 - mean_absolute_error: 167.4263 - val_loss: 79805.0110 - val_mean_absolute_error: 261.9966 Epoch 1420/5000 148/148 [==============================] - 0s 34us/step - loss: 41201.1602 - mean_absolute_error: 167.3277 - val_loss: 79743.1577 - val_mean_absolute_error: 261.8791 Epoch 1421/5000 148/148 [==============================] - 0s 20us/step - loss: 41162.7305 - mean_absolute_error: 167.2291 - val_loss: 79681.3504 - val_mean_absolute_error: 261.7616 Epoch 1422/5000 148/148 [==============================] - 0s 27us/step - loss: 41124.3320 - mean_absolute_error: 167.1305 - val_loss: 79619.5742 - val_mean_absolute_error: 261.6441 Epoch 1423/5000 148/148 [==============================] - 0s 27us/step - loss: 41085.9570 - mean_absolute_error: 167.0319 - val_loss: 79557.8506 - val_mean_absolute_error: 261.5266 Epoch 1424/5000 148/148 [==============================] - 0s 34us/step - loss: 41047.6250 - mean_absolute_error: 166.9333 - val_loss: 79496.1642 - val_mean_absolute_error: 261.4092 Epoch 1425/5000 148/148 [==============================] - 0s 20us/step - loss: 41009.3242 - mean_absolute_error: 166.8347 - val_loss: 79434.5242 - val_mean_absolute_error: 261.2917 Epoch 1426/5000 148/148 [==============================] - 0s 27us/step - loss: 40971.0625 - mean_absolute_error: 166.7362 - val_loss: 79372.9150 - val_mean_absolute_error: 261.1743 Epoch 1427/5000 148/148 [==============================] - 0s 41us/step - loss: 40932.8242 - mean_absolute_error: 166.6376 - val_loss: 79311.3598 - val_mean_absolute_error: 261.0568 Epoch 1428/5000 148/148 [==============================] - 0s 27us/step - loss: 40894.6250 - mean_absolute_error: 166.5390 - val_loss: 79249.8583 - val_mean_absolute_error: 260.9394 Epoch 1429/5000 148/148 [==============================] - 0s 27us/step - loss: 40856.4648 - mean_absolute_error: 166.4405 - val_loss: 79188.3804 - val_mean_absolute_error: 260.8220 Epoch 1430/5000 148/148 [==============================] - 0s 34us/step - loss: 40818.3398 - mean_absolute_error: 166.3420 - val_loss: 79126.9637 - val_mean_absolute_error: 260.7045 Epoch 1431/5000 148/148 [==============================] - 0s 34us/step - loss: 40780.2500 - mean_absolute_error: 166.2435 - val_loss: 79065.5240 - val_mean_absolute_error: 260.5871 Epoch 1432/5000 148/148 [==============================] - 0s 41us/step - loss: 40742.1875 - mean_absolute_error: 166.1449 - val_loss: 79004.1231 - val_mean_absolute_error: 260.4696 Epoch 1433/5000 148/148 [==============================] - 0s 27us/step - loss: 40704.1641 - mean_absolute_error: 166.0464 - val_loss: 78942.7531 - val_mean_absolute_error: 260.3521 Epoch 1434/5000 148/148 [==============================] - 0s 27us/step - loss: 40666.1680 - mean_absolute_error: 165.9479 - val_loss: 78881.4290 - val_mean_absolute_error: 260.2346 Epoch 1435/5000 148/148 [==============================] - 0s 27us/step - loss: 40628.2109 - mean_absolute_error: 165.8494 - val_loss: 78820.1515 - val_mean_absolute_error: 260.1172 Epoch 1436/5000 148/148 [==============================] - 0s 34us/step - loss: 40590.2891 - mean_absolute_error: 165.7509 - val_loss: 78758.9202 - val_mean_absolute_error: 259.9997 Epoch 1437/5000 148/148 [==============================] - 0s 34us/step - loss: 40552.4023 - mean_absolute_error: 165.6525 - val_loss: 78697.7275 - val_mean_absolute_error: 259.8823 Epoch 1438/5000 148/148 [==============================] - 0s 27us/step - loss: 40514.5312 - mean_absolute_error: 165.5540 - val_loss: 78636.5729 - val_mean_absolute_error: 259.7649 Epoch 1439/5000 148/148 [==============================] - 0s 27us/step - loss: 40476.6797 - mean_absolute_error: 165.4554 - val_loss: 78575.4573 - val_mean_absolute_error: 259.6473 Epoch 1440/5000 148/148 [==============================] - 0s 20us/step - loss: 40438.8633 - mean_absolute_error: 165.3569 - val_loss: 78514.3802 - val_mean_absolute_error: 259.5299 Epoch 1441/5000 148/148 [==============================] - 0s 27us/step - loss: 40401.0742 - mean_absolute_error: 165.2584 - val_loss: 78453.3417 - val_mean_absolute_error: 259.4124 Epoch 1442/5000 148/148 [==============================] - 0s 27us/step - loss: 40363.3203 - mean_absolute_error: 165.1599 - val_loss: 78392.3417 - val_mean_absolute_error: 259.2949 Epoch 1443/5000 148/148 [==============================] - 0s 27us/step - loss: 40325.5898 - mean_absolute_error: 165.0614 - val_loss: 78331.3800 - val_mean_absolute_error: 259.1775 Epoch 1444/5000 148/148 [==============================] - 0s 27us/step - loss: 40287.8984 - mean_absolute_error: 164.9629 - val_loss: 78270.4573 - val_mean_absolute_error: 259.0600 Epoch 1445/5000 148/148 [==============================] - 0s 27us/step - loss: 40250.2383 - mean_absolute_error: 164.8644 - val_loss: 78209.5806 - val_mean_absolute_error: 258.9425 Epoch 1446/5000 148/148 [==============================] - 0s 27us/step - loss: 40212.6172 - mean_absolute_error: 164.7659 - val_loss: 78148.7425 - val_mean_absolute_error: 258.8250 Epoch 1447/5000 148/148 [==============================] - 0s 34us/step - loss: 40175.0273 - mean_absolute_error: 164.6675 - val_loss: 78087.9506 - val_mean_absolute_error: 258.7076 Epoch 1448/5000 148/148 [==============================] - 0s 34us/step - loss: 40137.4648 - mean_absolute_error: 164.5690 - val_loss: 78027.2052 - val_mean_absolute_error: 258.5901 Epoch 1449/5000 148/148 [==============================] - 0s 27us/step - loss: 40099.9453 - mean_absolute_error: 164.4706 - val_loss: 77966.4981 - val_mean_absolute_error: 258.4727 Epoch 1450/5000 148/148 [==============================] - 0s 20us/step - loss: 40062.4453 - mean_absolute_error: 164.3721 - val_loss: 77905.8296 - val_mean_absolute_error: 258.3552 Epoch 1451/5000 148/148 [==============================] - 0s 27us/step - loss: 40024.9883 - mean_absolute_error: 164.2737 - val_loss: 77845.1998 - val_mean_absolute_error: 258.2378 Epoch 1452/5000 148/148 [==============================] - 0s 20us/step - loss: 39987.5625 - mean_absolute_error: 164.1753 - val_loss: 77784.6160 - val_mean_absolute_error: 258.1203 Epoch 1453/5000 148/148 [==============================] - 0s 41us/step - loss: 39950.1719 - mean_absolute_error: 164.0769 - val_loss: 77724.0867 - val_mean_absolute_error: 258.0029 Epoch 1454/5000 148/148 [==============================] - 0s 34us/step - loss: 39912.8125 - mean_absolute_error: 163.9793 - val_loss: 77663.5954 - val_mean_absolute_error: 257.8855 Epoch 1455/5000 148/148 [==============================] - 0s 20us/step - loss: 39875.4922 - mean_absolute_error: 163.8819 - val_loss: 77603.1352 - val_mean_absolute_error: 257.7681 Epoch 1456/5000 148/148 [==============================] - 0s 27us/step - loss: 39838.1992 - mean_absolute_error: 163.7846 - val_loss: 77542.7135 - val_mean_absolute_error: 257.6507 Epoch 1457/5000 148/148 [==============================] - 0s 27us/step - loss: 39800.9375 - mean_absolute_error: 163.6872 - val_loss: 77482.3533 - val_mean_absolute_error: 257.5333 Epoch 1458/5000 148/148 [==============================] - 0s 27us/step - loss: 39763.7148 - mean_absolute_error: 163.5898 - val_loss: 77422.0167 - val_mean_absolute_error: 257.4159 Epoch 1459/5000 148/148 [==============================] - 0s 20us/step - loss: 39726.5234 - mean_absolute_error: 163.4924 - val_loss: 77361.7413 - val_mean_absolute_error: 257.2985 Epoch 1460/5000 148/148 [==============================] - 0s 41us/step - loss: 39689.3672 - mean_absolute_error: 163.3951 - val_loss: 77301.5046 - val_mean_absolute_error: 257.1811 Epoch 1461/5000 148/148 [==============================] - 0s 27us/step - loss: 39652.2461 - mean_absolute_error: 163.2978 - val_loss: 77241.3219 - val_mean_absolute_error: 257.0638 Epoch 1462/5000 148/148 [==============================] - 0s 27us/step - loss: 39615.1641 - mean_absolute_error: 163.2005 - val_loss: 77181.1625 - val_mean_absolute_error: 256.9464 Epoch 1463/5000 148/148 [==============================] - 0s 20us/step - loss: 39578.1094 - mean_absolute_error: 163.1031 - val_loss: 77121.0723 - val_mean_absolute_error: 256.8291 Epoch 1464/5000 148/148 [==============================] - 0s 34us/step - loss: 39541.0938 - mean_absolute_error: 163.0058 - val_loss: 77061.0052 - val_mean_absolute_error: 256.7117 Epoch 1465/5000 148/148 [==============================] - 0s 27us/step - loss: 39504.1055 - mean_absolute_error: 162.9085 - val_loss: 77000.9923 - val_mean_absolute_error: 256.5944 Epoch 1466/5000 148/148 [==============================] - 0s 34us/step - loss: 39467.1562 - mean_absolute_error: 162.8112 - val_loss: 76941.0254 - val_mean_absolute_error: 256.4771 Epoch 1467/5000 148/148 [==============================] - 0s 41us/step - loss: 39430.2383 - mean_absolute_error: 162.7139 - val_loss: 76881.0973 - val_mean_absolute_error: 256.3598 Epoch 1468/5000 148/148 [==============================] - 0s 27us/step - loss: 39393.3633 - mean_absolute_error: 162.6167 - val_loss: 76821.2075 - val_mean_absolute_error: 256.2425 Epoch 1469/5000 148/148 [==============================] - 0s 27us/step - loss: 39356.5156 - mean_absolute_error: 162.5194 - val_loss: 76761.3719 - val_mean_absolute_error: 256.1252 Epoch 1470/5000 148/148 [==============================] - 0s 27us/step - loss: 39319.7031 - mean_absolute_error: 162.4221 - val_loss: 76701.5748 - val_mean_absolute_error: 256.0080 Epoch 1471/5000 148/148 [==============================] - 0s 27us/step - loss: 39282.9258 - mean_absolute_error: 162.3249 - val_loss: 76641.8317 - val_mean_absolute_error: 255.8907 Epoch 1472/5000 148/148 [==============================] - 0s 27us/step - loss: 39246.1836 - mean_absolute_error: 162.2276 - val_loss: 76582.1271 - val_mean_absolute_error: 255.7735 Epoch 1473/5000 148/148 [==============================] - 0s 34us/step - loss: 39209.4805 - mean_absolute_error: 162.1304 - val_loss: 76522.4765 - val_mean_absolute_error: 255.6562 Epoch 1474/5000 148/148 [==============================] - 0s 34us/step - loss: 39172.8125 - mean_absolute_error: 162.0332 - val_loss: 76462.8646 - val_mean_absolute_error: 255.5390 Epoch 1475/5000 148/148 [==============================] - 0s 27us/step - loss: 39136.1719 - mean_absolute_error: 161.9360 - val_loss: 76403.2908 - val_mean_absolute_error: 255.4218 Epoch 1476/5000 148/148 [==============================] - 0s 27us/step - loss: 39099.5703 - mean_absolute_error: 161.8388 - val_loss: 76343.7713 - val_mean_absolute_error: 255.3046 Epoch 1477/5000 148/148 [==============================] - 0s 27us/step - loss: 39063.0000 - mean_absolute_error: 161.7416 - val_loss: 76284.3058 - val_mean_absolute_error: 255.1874 Epoch 1478/5000 148/148 [==============================] - 0s 20us/step - loss: 39026.4727 - mean_absolute_error: 161.6445 - val_loss: 76224.8710 - val_mean_absolute_error: 255.0701 Epoch 1479/5000 148/148 [==============================] - 0s 41us/step - loss: 38989.9766 - mean_absolute_error: 161.5473 - val_loss: 76165.4750 - val_mean_absolute_error: 254.9530 Epoch 1480/5000 148/148 [==============================] - 0s 34us/step - loss: 38953.5117 - mean_absolute_error: 161.4501 - val_loss: 76106.1406 - val_mean_absolute_error: 254.8358 Epoch 1481/5000 148/148 [==============================] - 0s 20us/step - loss: 38917.0820 - mean_absolute_error: 161.3530 - val_loss: 76046.8369 - val_mean_absolute_error: 254.7186 Epoch 1482/5000 148/148 [==============================] - 0s 27us/step - loss: 38880.6875 - mean_absolute_error: 161.2558 - val_loss: 75987.5873 - val_mean_absolute_error: 254.6014 Epoch 1483/5000 148/148 [==============================] - 0s 27us/step - loss: 38844.3164 - mean_absolute_error: 161.1587 - val_loss: 75928.4000 - val_mean_absolute_error: 254.4843 Epoch 1484/5000 148/148 [==============================] - 0s 27us/step - loss: 38807.9648 - mean_absolute_error: 161.0616 - val_loss: 75869.2675 - val_mean_absolute_error: 254.3672 Epoch 1485/5000 148/148 [==============================] - 0s 27us/step - loss: 38771.6484 - mean_absolute_error: 160.9644 - val_loss: 75810.1971 - val_mean_absolute_error: 254.2501 Epoch 1486/5000 148/148 [==============================] - 0s 27us/step - loss: 38735.3633 - mean_absolute_error: 160.8673 - val_loss: 75751.1971 - val_mean_absolute_error: 254.1331 Epoch 1487/5000 148/148 [==============================] - 0s 27us/step - loss: 38699.1055 - mean_absolute_error: 160.7702 - val_loss: 75692.2592 - val_mean_absolute_error: 254.0161 Epoch 1488/5000 148/148 [==============================] - 0s 34us/step - loss: 38662.8789 - mean_absolute_error: 160.6731 - val_loss: 75633.3754 - val_mean_absolute_error: 253.8991 Epoch 1489/5000 148/148 [==============================] - 0s 27us/step - loss: 38626.6875 - mean_absolute_error: 160.5760 - val_loss: 75574.5465 - val_mean_absolute_error: 253.7822 Epoch 1490/5000 148/148 [==============================] - 0s 34us/step - loss: 38590.5234 - mean_absolute_error: 160.4789 - val_loss: 75515.7792 - val_mean_absolute_error: 253.6653 Epoch 1491/5000 148/148 [==============================] - 0s 27us/step - loss: 38554.3906 - mean_absolute_error: 160.3818 - val_loss: 75457.0587 - val_mean_absolute_error: 253.5485 Epoch 1492/5000 148/148 [==============================] - 0s 27us/step - loss: 38518.2969 - mean_absolute_error: 160.2847 - val_loss: 75398.3850 - val_mean_absolute_error: 253.4316 Epoch 1493/5000 148/148 [==============================] - 0s 27us/step - loss: 38482.2266 - mean_absolute_error: 160.1877 - val_loss: 75339.7883 - val_mean_absolute_error: 253.3148 Epoch 1494/5000 148/148 [==============================] - 0s 27us/step - loss: 38446.1953 - mean_absolute_error: 160.0906 - val_loss: 75281.2306 - val_mean_absolute_error: 253.1980 Epoch 1495/5000 148/148 [==============================] - 0s 34us/step - loss: 38410.2031 - mean_absolute_error: 159.9936 - val_loss: 75222.7196 - val_mean_absolute_error: 253.0813 Epoch 1496/5000 148/148 [==============================] - 0s 27us/step - loss: 38374.2422 - mean_absolute_error: 159.8966 - val_loss: 75164.2548 - val_mean_absolute_error: 252.9645 Epoch 1497/5000 148/148 [==============================] - 0s 27us/step - loss: 38338.3086 - mean_absolute_error: 159.7996 - val_loss: 75105.8288 - val_mean_absolute_error: 252.8478 Epoch 1498/5000 148/148 [==============================] - 0s 34us/step - loss: 38302.4141 - mean_absolute_error: 159.7026 - val_loss: 75047.4494 - val_mean_absolute_error: 252.7310 Epoch 1499/5000 148/148 [==============================] - 0s 27us/step - loss: 38266.5547 - mean_absolute_error: 159.6056 - val_loss: 74989.1085 - val_mean_absolute_error: 252.6143 Epoch 1500/5000 148/148 [==============================] - 0s 34us/step - loss: 38230.7227 - mean_absolute_error: 159.5086 - val_loss: 74930.8373 - val_mean_absolute_error: 252.4975 Epoch 1501/5000 148/148 [==============================] - 0s 34us/step - loss: 38194.9258 - mean_absolute_error: 159.4116 - val_loss: 74872.5969 - val_mean_absolute_error: 252.3808 Epoch 1502/5000 148/148 [==============================] - 0s 20us/step - loss: 38159.1602 - mean_absolute_error: 159.3147 - val_loss: 74814.4108 - val_mean_absolute_error: 252.2642 Epoch 1503/5000 148/148 [==============================] - 0s 27us/step - loss: 38123.4297 - mean_absolute_error: 159.2177 - val_loss: 74756.2710 - val_mean_absolute_error: 252.1475 Epoch 1504/5000 148/148 [==============================] - 0s 27us/step - loss: 38087.7383 - mean_absolute_error: 159.1208 - val_loss: 74698.1850 - val_mean_absolute_error: 252.0308 Epoch 1505/5000 148/148 [==============================] - 0s 20us/step - loss: 38052.0781 - mean_absolute_error: 159.0238 - val_loss: 74640.1458 - val_mean_absolute_error: 251.9142 Epoch 1506/5000 148/148 [==============================] - 0s 34us/step - loss: 38016.4531 - mean_absolute_error: 158.9269 - val_loss: 74582.1604 - val_mean_absolute_error: 251.7977 Epoch 1507/5000 148/148 [==============================] - 0s 34us/step - loss: 37980.8633 - mean_absolute_error: 158.8300 - val_loss: 74524.2137 - val_mean_absolute_error: 251.6811 Epoch 1508/5000 148/148 [==============================] - 0s 20us/step - loss: 37945.3086 - mean_absolute_error: 158.7332 - val_loss: 74466.3135 - val_mean_absolute_error: 251.5645 Epoch 1509/5000 148/148 [==============================] - 0s 20us/step - loss: 37909.7852 - mean_absolute_error: 158.6363 - val_loss: 74408.4746 - val_mean_absolute_error: 251.4479 Epoch 1510/5000 148/148 [==============================] - 0s 27us/step - loss: 37874.3008 - mean_absolute_error: 158.5394 - val_loss: 74350.6746 - val_mean_absolute_error: 251.3315 Epoch 1511/5000 148/148 [==============================] - 0s 20us/step - loss: 37838.8555 - mean_absolute_error: 158.4426 - val_loss: 74292.9208 - val_mean_absolute_error: 251.2149 Epoch 1512/5000 148/148 [==============================] - 0s 27us/step - loss: 37803.4375 - mean_absolute_error: 158.3457 - val_loss: 74235.2137 - val_mean_absolute_error: 251.0984 Epoch 1513/5000 148/148 [==============================] - 0s 34us/step - loss: 37768.0625 - mean_absolute_error: 158.2489 - val_loss: 74177.5525 - val_mean_absolute_error: 250.9820 Epoch 1514/5000 148/148 [==============================] - 0s 34us/step - loss: 37732.7109 - mean_absolute_error: 158.1521 - val_loss: 74119.9421 - val_mean_absolute_error: 250.8655 Epoch 1515/5000 148/148 [==============================] - 0s 27us/step - loss: 37697.3984 - mean_absolute_error: 158.0553 - val_loss: 74062.3438 - val_mean_absolute_error: 250.7491 Epoch 1516/5000 148/148 [==============================] - 0s 27us/step - loss: 37662.1211 - mean_absolute_error: 157.9585 - val_loss: 74004.8308 - val_mean_absolute_error: 250.6326 Epoch 1517/5000 148/148 [==============================] - 0s 27us/step - loss: 37626.8867 - mean_absolute_error: 157.8618 - val_loss: 73947.3481 - val_mean_absolute_error: 250.5162 Epoch 1518/5000 148/148 [==============================] - 0s 27us/step - loss: 37591.6719 - mean_absolute_error: 157.7650 - val_loss: 73889.9117 - val_mean_absolute_error: 250.3998 Epoch 1519/5000 148/148 [==============================] - 0s 27us/step - loss: 37556.5039 - mean_absolute_error: 157.6683 - val_loss: 73832.5298 - val_mean_absolute_error: 250.2834 Epoch 1520/5000 148/148 [==============================] - 0s 27us/step - loss: 37521.3633 - mean_absolute_error: 157.5716 - val_loss: 73775.1858 - val_mean_absolute_error: 250.1671 Epoch 1521/5000 148/148 [==============================] - 0s 27us/step - loss: 37486.2617 - mean_absolute_error: 157.4749 - val_loss: 73717.8808 - val_mean_absolute_error: 250.0507 Epoch 1522/5000 148/148 [==============================] - 0s 27us/step - loss: 37451.1953 - mean_absolute_error: 157.3782 - val_loss: 73660.6373 - val_mean_absolute_error: 249.9344 Epoch 1523/5000 148/148 [==============================] - 0s 20us/step - loss: 37416.1641 - mean_absolute_error: 157.2815 - val_loss: 73603.4169 - val_mean_absolute_error: 249.8181 Epoch 1524/5000 148/148 [==============================] - 0s 34us/step - loss: 37381.1680 - mean_absolute_error: 157.1848 - val_loss: 73546.2273 - val_mean_absolute_error: 249.7017 Epoch 1525/5000 148/148 [==============================] - 0s 27us/step - loss: 37346.1992 - mean_absolute_error: 157.0881 - val_loss: 73489.0844 - val_mean_absolute_error: 249.5854 Epoch 1526/5000 148/148 [==============================] - 0s 20us/step - loss: 37311.2734 - mean_absolute_error: 156.9915 - val_loss: 73432.0100 - val_mean_absolute_error: 249.4692 Epoch 1527/5000 148/148 [==============================] - 0s 20us/step - loss: 37276.3672 - mean_absolute_error: 156.8948 - val_loss: 73374.9750 - val_mean_absolute_error: 249.3529 Epoch 1528/5000 148/148 [==============================] - 0s 27us/step - loss: 37241.5078 - mean_absolute_error: 156.7982 - val_loss: 73317.9856 - val_mean_absolute_error: 249.2366 Epoch 1529/5000 148/148 [==============================] - 0s 27us/step - loss: 37206.6641 - mean_absolute_error: 156.7016 - val_loss: 73261.0583 - val_mean_absolute_error: 249.1204 Epoch 1530/5000 148/148 [==============================] - 0s 27us/step - loss: 37171.8633 - mean_absolute_error: 156.6050 - val_loss: 73204.1694 - val_mean_absolute_error: 249.0042 Epoch 1531/5000 148/148 [==============================] - 0s 41us/step - loss: 37137.0898 - mean_absolute_error: 156.5084 - val_loss: 73147.3348 - val_mean_absolute_error: 248.8880 Epoch 1532/5000 148/148 [==============================] - 0s 27us/step - loss: 37102.3555 - mean_absolute_error: 156.4118 - val_loss: 73090.5302 - val_mean_absolute_error: 248.7718 Epoch 1533/5000 148/148 [==============================] - 0s 20us/step - loss: 37067.6445 - mean_absolute_error: 156.3152 - val_loss: 73033.8035 - val_mean_absolute_error: 248.6557 Epoch 1534/5000 148/148 [==============================] - 0s 27us/step - loss: 37032.9727 - mean_absolute_error: 156.2186 - val_loss: 72977.0994 - val_mean_absolute_error: 248.5395 Epoch 1535/5000 148/148 [==============================] - 0s 34us/step - loss: 36998.3359 - mean_absolute_error: 156.1221 - val_loss: 72920.4342 - val_mean_absolute_error: 248.4234 Epoch 1536/5000 148/148 [==============================] - 0s 34us/step - loss: 36963.7383 - mean_absolute_error: 156.0256 - val_loss: 72863.8150 - val_mean_absolute_error: 248.3073 Epoch 1537/5000 148/148 [==============================] - 0s 20us/step - loss: 36929.1641 - mean_absolute_error: 155.9290 - val_loss: 72807.2577 - val_mean_absolute_error: 248.1912 Epoch 1538/5000 148/148 [==============================] - 0s 27us/step - loss: 36894.6328 - mean_absolute_error: 155.8325 - val_loss: 72750.7312 - val_mean_absolute_error: 248.0751 Epoch 1539/5000 148/148 [==============================] - 0s 20us/step - loss: 36860.1289 - mean_absolute_error: 155.7360 - val_loss: 72694.2585 - val_mean_absolute_error: 247.9590 Epoch 1540/5000 148/148 [==============================] - 0s 34us/step - loss: 36825.6641 - mean_absolute_error: 155.6395 - val_loss: 72637.8398 - val_mean_absolute_error: 247.8429 Epoch 1541/5000 148/148 [==============================] - 0s 20us/step - loss: 36791.2344 - mean_absolute_error: 155.5431 - val_loss: 72581.4596 - val_mean_absolute_error: 247.7269 Epoch 1542/5000 148/148 [==============================] - 0s 27us/step - loss: 36756.8398 - mean_absolute_error: 155.4466 - val_loss: 72525.1413 - val_mean_absolute_error: 247.6108 Epoch 1543/5000 148/148 [==============================] - 0s 34us/step - loss: 36722.4805 - mean_absolute_error: 155.3502 - val_loss: 72468.8460 - val_mean_absolute_error: 247.4949 Epoch 1544/5000 148/148 [==============================] - 0s 27us/step - loss: 36688.1562 - mean_absolute_error: 155.2538 - val_loss: 72412.6200 - val_mean_absolute_error: 247.3789 Epoch 1545/5000 148/148 [==============================] - 0s 27us/step - loss: 36653.8516 - mean_absolute_error: 155.1574 - val_loss: 72356.4021 - val_mean_absolute_error: 247.2629 Epoch 1546/5000 148/148 [==============================] - 0s 20us/step - loss: 36619.5156 - mean_absolute_error: 155.0609 - val_loss: 72300.2142 - val_mean_absolute_error: 247.1469 Epoch 1547/5000 148/148 [==============================] - 0s 27us/step - loss: 36585.2109 - mean_absolute_error: 154.9645 - val_loss: 72244.0502 - val_mean_absolute_error: 247.0309 Epoch 1548/5000 148/148 [==============================] - 0s 20us/step - loss: 36550.9297 - mean_absolute_error: 154.8680 - val_loss: 72187.9169 - val_mean_absolute_error: 246.9148 Epoch 1549/5000 148/148 [==============================] - 0s 34us/step - loss: 36516.6797 - mean_absolute_error: 154.7716 - val_loss: 72131.8144 - val_mean_absolute_error: 246.7987 Epoch 1550/5000 148/148 [==============================] - 0s 27us/step - loss: 36482.4570 - mean_absolute_error: 154.6753 - val_loss: 72075.7425 - val_mean_absolute_error: 246.6827 Epoch 1551/5000 148/148 [==============================] - 0s 20us/step - loss: 36448.2539 - mean_absolute_error: 154.5789 - val_loss: 72019.6938 - val_mean_absolute_error: 246.5666 Epoch 1552/5000 148/148 [==============================] - 0s 27us/step - loss: 36414.0859 - mean_absolute_error: 154.4826 - val_loss: 71963.7071 - val_mean_absolute_error: 246.4506 Epoch 1553/5000 148/148 [==============================] - 0s 34us/step - loss: 36379.9492 - mean_absolute_error: 154.3862 - val_loss: 71907.7431 - val_mean_absolute_error: 246.3345 Epoch 1554/5000 148/148 [==============================] - 0s 20us/step - loss: 36345.8398 - mean_absolute_error: 154.2899 - val_loss: 71851.8254 - val_mean_absolute_error: 246.2185 Epoch 1555/5000 148/148 [==============================] - 0s 20us/step - loss: 36311.7695 - mean_absolute_error: 154.1936 - val_loss: 71795.9312 - val_mean_absolute_error: 246.1025 Epoch 1556/5000 148/148 [==============================] - 0s 27us/step - loss: 36277.7344 - mean_absolute_error: 154.0974 - val_loss: 71740.0750 - val_mean_absolute_error: 245.9864 Epoch 1557/5000 148/148 [==============================] - 0s 34us/step - loss: 36243.7188 - mean_absolute_error: 154.0011 - val_loss: 71684.2654 - val_mean_absolute_error: 245.8704 Epoch 1558/5000 148/148 [==============================] - 0s 34us/step - loss: 36209.7383 - mean_absolute_error: 153.9049 - val_loss: 71628.5023 - val_mean_absolute_error: 245.7544 Epoch 1559/5000 148/148 [==============================] - 0s 27us/step - loss: 36175.7930 - mean_absolute_error: 153.8086 - val_loss: 71572.7773 - val_mean_absolute_error: 245.6384 Epoch 1560/5000 148/148 [==============================] - 0s 20us/step - loss: 36141.8867 - mean_absolute_error: 153.7124 - val_loss: 71517.0908 - val_mean_absolute_error: 245.5225 Epoch 1561/5000 148/148 [==============================] - 0s 27us/step - loss: 36108.0039 - mean_absolute_error: 153.6163 - val_loss: 71461.4433 - val_mean_absolute_error: 245.4065 Epoch 1562/5000 148/148 [==============================] - 0s 27us/step - loss: 36074.1523 - mean_absolute_error: 153.5201 - val_loss: 71405.8417 - val_mean_absolute_error: 245.2905 Epoch 1563/5000 148/148 [==============================] - 0s 27us/step - loss: 36040.3359 - mean_absolute_error: 153.4240 - val_loss: 71350.2790 - val_mean_absolute_error: 245.1746 Epoch 1564/5000 148/148 [==============================] - 0s 34us/step - loss: 36006.5625 - mean_absolute_error: 153.3278 - val_loss: 71294.7700 - val_mean_absolute_error: 245.0586 Epoch 1565/5000 148/148 [==============================] - 0s 34us/step - loss: 35972.8203 - mean_absolute_error: 153.2317 - val_loss: 71239.3146 - val_mean_absolute_error: 244.9427 Epoch 1566/5000 148/148 [==============================] - 0s 27us/step - loss: 35939.1094 - mean_absolute_error: 153.1356 - val_loss: 71183.8752 - val_mean_absolute_error: 244.8268 Epoch 1567/5000 148/148 [==============================] - 0s 27us/step - loss: 35905.4375 - mean_absolute_error: 153.0395 - val_loss: 71128.4971 - val_mean_absolute_error: 244.7109 Epoch 1568/5000 148/148 [==============================] - 0s 27us/step - loss: 35871.7891 - mean_absolute_error: 152.9434 - val_loss: 71073.1502 - val_mean_absolute_error: 244.5950 Epoch 1569/5000 148/148 [==============================] - 0s 20us/step - loss: 35838.1797 - mean_absolute_error: 152.8478 - val_loss: 71017.8648 - val_mean_absolute_error: 244.4792 Epoch 1570/5000 148/148 [==============================] - 0s 41us/step - loss: 35804.6094 - mean_absolute_error: 152.7535 - val_loss: 70962.6102 - val_mean_absolute_error: 244.3633 Epoch 1571/5000 148/148 [==============================] - 0s 27us/step - loss: 35771.0703 - mean_absolute_error: 152.6593 - val_loss: 70907.4325 - val_mean_absolute_error: 244.2475 Epoch 1572/5000 148/148 [==============================] - 0s 34us/step - loss: 35737.5703 - mean_absolute_error: 152.5650 - val_loss: 70852.2704 - val_mean_absolute_error: 244.1317 Epoch 1573/5000 148/148 [==============================] - 0s 27us/step - loss: 35704.1055 - mean_absolute_error: 152.4708 - val_loss: 70797.1623 - val_mean_absolute_error: 244.0160 Epoch 1574/5000 148/148 [==============================] - 0s 20us/step - loss: 35670.6719 - mean_absolute_error: 152.3766 - val_loss: 70742.1006 - val_mean_absolute_error: 243.9002 Epoch 1575/5000 148/148 [==============================] - 0s 41us/step - loss: 35637.2773 - mean_absolute_error: 152.2824 - val_loss: 70687.0848 - val_mean_absolute_error: 243.7845 Epoch 1576/5000 148/148 [==============================] - 0s 34us/step - loss: 35603.9141 - mean_absolute_error: 152.1882 - val_loss: 70632.1079 - val_mean_absolute_error: 243.6687 Epoch 1577/5000 148/148 [==============================] - 0s 27us/step - loss: 35570.5859 - mean_absolute_error: 152.0941 - val_loss: 70577.1848 - val_mean_absolute_error: 243.5530 Epoch 1578/5000 148/148 [==============================] - 0s 20us/step - loss: 35537.2891 - mean_absolute_error: 152.0000 - val_loss: 70522.3079 - val_mean_absolute_error: 243.4374 Epoch 1579/5000 148/148 [==============================] - 0s 27us/step - loss: 35504.0391 - mean_absolute_error: 151.9058 - val_loss: 70467.4850 - val_mean_absolute_error: 243.3217 Epoch 1580/5000 148/148 [==============================] - 0s 34us/step - loss: 35470.8164 - mean_absolute_error: 151.8117 - val_loss: 70412.7002 - val_mean_absolute_error: 243.2061 Epoch 1581/5000 148/148 [==============================] - 0s 27us/step - loss: 35437.6289 - mean_absolute_error: 151.7176 - val_loss: 70357.9700 - val_mean_absolute_error: 243.0905 Epoch 1582/5000 148/148 [==============================] - 0s 20us/step - loss: 35404.4844 - mean_absolute_error: 151.6236 - val_loss: 70303.2858 - val_mean_absolute_error: 242.9749 Epoch 1583/5000 148/148 [==============================] - 0s 20us/step - loss: 35371.3672 - mean_absolute_error: 151.5295 - val_loss: 70248.6402 - val_mean_absolute_error: 242.8593 Epoch 1584/5000 148/148 [==============================] - 0s 27us/step - loss: 35338.2891 - mean_absolute_error: 151.4355 - val_loss: 70194.0410 - val_mean_absolute_error: 242.7447 Epoch 1585/5000 148/148 [==============================] - 0s 41us/step - loss: 35305.2422 - mean_absolute_error: 151.3414 - val_loss: 70139.4954 - val_mean_absolute_error: 242.6315 Epoch 1586/5000 148/148 [==============================] - 0s 41us/step - loss: 35272.2344 - mean_absolute_error: 151.2474 - val_loss: 70084.9965 - val_mean_absolute_error: 242.5184 Epoch 1587/5000 148/148 [==============================] - 0s 34us/step - loss: 35239.2617 - mean_absolute_error: 151.1534 - val_loss: 70030.5358 - val_mean_absolute_error: 242.4053 Epoch 1588/5000 148/148 [==============================] - 0s 34us/step - loss: 35206.3281 - mean_absolute_error: 151.0594 - val_loss: 69976.1215 - val_mean_absolute_error: 242.2921 Epoch 1589/5000 148/148 [==============================] - 0s 41us/step - loss: 35173.4258 - mean_absolute_error: 150.9655 - val_loss: 69921.7690 - val_mean_absolute_error: 242.1790 Epoch 1590/5000 148/148 [==============================] - 0s 41us/step - loss: 35140.5625 - mean_absolute_error: 150.8715 - val_loss: 69867.4623 - val_mean_absolute_error: 242.0660 Epoch 1591/5000 148/148 [==============================] - 0s 34us/step - loss: 35107.7344 - mean_absolute_error: 150.7776 - val_loss: 69813.1946 - val_mean_absolute_error: 241.9530 Epoch 1592/5000 148/148 [==============================] - 0s 41us/step - loss: 35074.9375 - mean_absolute_error: 150.6837 - val_loss: 69758.9883 - val_mean_absolute_error: 241.8400 Epoch 1593/5000 148/148 [==============================] - 0s 41us/step - loss: 35042.1797 - mean_absolute_error: 150.5898 - val_loss: 69704.8129 - val_mean_absolute_error: 241.7269 Epoch 1594/5000 148/148 [==============================] - 0s 41us/step - loss: 35009.4570 - mean_absolute_error: 150.4959 - val_loss: 69650.6915 - val_mean_absolute_error: 241.6139 Epoch 1595/5000 148/148 [==============================] - 0s 41us/step - loss: 34976.7695 - mean_absolute_error: 150.4020 - val_loss: 69596.6163 - val_mean_absolute_error: 241.5010 Epoch 1596/5000 148/148 [==============================] - 0s 41us/step - loss: 34944.1211 - mean_absolute_error: 150.3082 - val_loss: 69542.5952 - val_mean_absolute_error: 241.3881 Epoch 1597/5000 148/148 [==============================] - 0s 41us/step - loss: 34911.5039 - mean_absolute_error: 150.2143 - val_loss: 69488.6048 - val_mean_absolute_error: 241.2752 Epoch 1598/5000 148/148 [==============================] - 0s 34us/step - loss: 34878.9180 - mean_absolute_error: 150.1205 - val_loss: 69434.6687 - val_mean_absolute_error: 241.1623 Epoch 1599/5000 148/148 [==============================] - 0s 47us/step - loss: 34846.3828 - mean_absolute_error: 150.0267 - val_loss: 69380.7787 - val_mean_absolute_error: 241.0494 Epoch 1600/5000 148/148 [==============================] - 0s 34us/step - loss: 34813.8672 - mean_absolute_error: 149.9330 - val_loss: 69326.9423 - val_mean_absolute_error: 240.9366 Epoch 1601/5000 148/148 [==============================] - 0s 41us/step - loss: 34781.3906 - mean_absolute_error: 149.8392 - val_loss: 69273.1525 - val_mean_absolute_error: 240.8238 Epoch 1602/5000 148/148 [==============================] - 0s 27us/step - loss: 34748.9609 - mean_absolute_error: 149.7454 - val_loss: 69219.4088 - val_mean_absolute_error: 240.7110 Epoch 1603/5000 148/148 [==============================] - 0s 34us/step - loss: 34716.5469 - mean_absolute_error: 149.6517 - val_loss: 69165.7035 - val_mean_absolute_error: 240.5982 Epoch 1604/5000 148/148 [==============================] - 0s 41us/step - loss: 34684.1797 - mean_absolute_error: 149.5580 - val_loss: 69112.0600 - val_mean_absolute_error: 240.4854 Epoch 1605/5000 148/148 [==============================] - 0s 47us/step - loss: 34651.8516 - mean_absolute_error: 149.4643 - val_loss: 69058.4473 - val_mean_absolute_error: 240.3727 Epoch 1606/5000 148/148 [==============================] - 0s 41us/step - loss: 34619.5547 - mean_absolute_error: 149.3706 - val_loss: 69004.8887 - val_mean_absolute_error: 240.2600 Epoch 1607/5000 148/148 [==============================] - 0s 41us/step - loss: 34587.2930 - mean_absolute_error: 149.2769 - val_loss: 68951.3919 - val_mean_absolute_error: 240.1473 Epoch 1608/5000 148/148 [==============================] - 0s 34us/step - loss: 34555.0703 - mean_absolute_error: 149.1833 - val_loss: 68897.9413 - val_mean_absolute_error: 240.0347 Epoch 1609/5000 148/148 [==============================] - 0s 34us/step - loss: 34522.8867 - mean_absolute_error: 149.0896 - val_loss: 68844.5290 - val_mean_absolute_error: 239.9221 Epoch 1610/5000 148/148 [==============================] - 0s 34us/step - loss: 34490.7305 - mean_absolute_error: 148.9976 - val_loss: 68791.1706 - val_mean_absolute_error: 239.8094 Epoch 1611/5000 148/148 [==============================] - 0s 41us/step - loss: 34458.6172 - mean_absolute_error: 148.9061 - val_loss: 68737.8508 - val_mean_absolute_error: 239.6969 Epoch 1612/5000 148/148 [==============================] - 0s 34us/step - loss: 34426.5391 - mean_absolute_error: 148.8146 - val_loss: 68684.5927 - val_mean_absolute_error: 239.5844 Epoch 1613/5000 148/148 [==============================] - 0s 34us/step - loss: 34394.4922 - mean_absolute_error: 148.7232 - val_loss: 68631.3660 - val_mean_absolute_error: 239.4729 Epoch 1614/5000 148/148 [==============================] - 0s 41us/step - loss: 34362.4844 - mean_absolute_error: 148.6318 - val_loss: 68578.2002 - val_mean_absolute_error: 239.3615 Epoch 1615/5000 148/148 [==============================] - 0s 47us/step - loss: 34330.5117 - mean_absolute_error: 148.5404 - val_loss: 68525.0810 - val_mean_absolute_error: 239.2501 Epoch 1616/5000 148/148 [==============================] - 0s 34us/step - loss: 34298.5742 - mean_absolute_error: 148.4490 - val_loss: 68472.0002 - val_mean_absolute_error: 239.1387 Epoch 1617/5000 148/148 [==============================] - 0s 41us/step - loss: 34266.6719 - mean_absolute_error: 148.3576 - val_loss: 68418.9660 - val_mean_absolute_error: 239.0273 Epoch 1618/5000 148/148 [==============================] - 0s 41us/step - loss: 34234.8086 - mean_absolute_error: 148.2663 - val_loss: 68365.9854 - val_mean_absolute_error: 238.9159 Epoch 1619/5000 148/148 [==============================] - 0s 54us/step - loss: 34202.9805 - mean_absolute_error: 148.1749 - val_loss: 68313.0665 - val_mean_absolute_error: 238.8046 Epoch 1620/5000 148/148 [==============================] - 0s 34us/step - loss: 34171.1836 - mean_absolute_error: 148.0836 - val_loss: 68260.1708 - val_mean_absolute_error: 238.6933 Epoch 1621/5000 148/148 [==============================] - 0s 34us/step - loss: 34139.4258 - mean_absolute_error: 147.9923 - val_loss: 68207.3292 - val_mean_absolute_error: 238.5820 Epoch 1622/5000 148/148 [==============================] - 0s 41us/step - loss: 34107.6953 - mean_absolute_error: 147.9010 - val_loss: 68154.5415 - val_mean_absolute_error: 238.4707 Epoch 1623/5000 148/148 [==============================] - 0s 34us/step - loss: 34076.0117 - mean_absolute_error: 147.8098 - val_loss: 68101.7844 - val_mean_absolute_error: 238.3595 Epoch 1624/5000 148/148 [==============================] - 0s 47us/step - loss: 34044.3633 - mean_absolute_error: 147.7185 - val_loss: 68049.0813 - val_mean_absolute_error: 238.2482 Epoch 1625/5000 148/148 [==============================] - 0s 34us/step - loss: 34012.7422 - mean_absolute_error: 147.6273 - val_loss: 67996.4173 - val_mean_absolute_error: 238.1370 Epoch 1626/5000 148/148 [==============================] - 0s 41us/step - loss: 33981.1602 - mean_absolute_error: 147.5361 - val_loss: 67943.7988 - val_mean_absolute_error: 238.0258 Epoch 1627/5000 148/148 [==============================] - 0s 41us/step - loss: 33949.6133 - mean_absolute_error: 147.4449 - val_loss: 67891.2423 - val_mean_absolute_error: 237.9147 Epoch 1628/5000 148/148 [==============================] - 0s 41us/step - loss: 33918.1016 - mean_absolute_error: 147.3537 - val_loss: 67838.7398 - val_mean_absolute_error: 237.8036 Epoch 1629/5000 148/148 [==============================] - 0s 41us/step - loss: 33886.6328 - mean_absolute_error: 147.2626 - val_loss: 67786.2604 - val_mean_absolute_error: 237.6925 Epoch 1630/5000 148/148 [==============================] - 0s 27us/step - loss: 33855.1992 - mean_absolute_error: 147.1715 - val_loss: 67733.8502 - val_mean_absolute_error: 237.5814 Epoch 1631/5000 148/148 [==============================] - 0s 27us/step - loss: 33823.7969 - mean_absolute_error: 147.0804 - val_loss: 67681.4867 - val_mean_absolute_error: 237.4704 Epoch 1632/5000 148/148 [==============================] - 0s 27us/step - loss: 33792.4336 - mean_absolute_error: 146.9893 - val_loss: 67629.1692 - val_mean_absolute_error: 237.3593 Epoch 1633/5000 148/148 [==============================] - 0s 27us/step - loss: 33761.1055 - mean_absolute_error: 146.8982 - val_loss: 67576.8898 - val_mean_absolute_error: 237.2483 Epoch 1634/5000 148/148 [==============================] - 0s 41us/step - loss: 33729.8125 - mean_absolute_error: 146.8072 - val_loss: 67524.6652 - val_mean_absolute_error: 237.1373 Epoch 1635/5000 148/148 [==============================] - 0s 20us/step - loss: 33698.5547 - mean_absolute_error: 146.7161 - val_loss: 67472.4783 - val_mean_absolute_error: 237.0264 Epoch 1636/5000 148/148 [==============================] - 0s 27us/step - loss: 33667.3242 - mean_absolute_error: 146.6251 - val_loss: 67420.3535 - val_mean_absolute_error: 236.9154 Epoch 1637/5000 148/148 [==============================] - 0s 20us/step - loss: 33636.1406 - mean_absolute_error: 146.5341 - val_loss: 67368.2714 - val_mean_absolute_error: 236.8046 Epoch 1638/5000 148/148 [==============================] - 0s 27us/step - loss: 33604.9883 - mean_absolute_error: 146.4431 - val_loss: 67316.2427 - val_mean_absolute_error: 236.6937 Epoch 1639/5000 148/148 [==============================] - 0s 34us/step - loss: 33573.8789 - mean_absolute_error: 146.3521 - val_loss: 67264.2530 - val_mean_absolute_error: 236.5828 Epoch 1640/5000 148/148 [==============================] - 0s 27us/step - loss: 33542.7891 - mean_absolute_error: 146.2611 - val_loss: 67212.3246 - val_mean_absolute_error: 236.4720 Epoch 1641/5000 148/148 [==============================] - 0s 20us/step - loss: 33511.7461 - mean_absolute_error: 146.1702 - val_loss: 67160.4351 - val_mean_absolute_error: 236.3613 Epoch 1642/5000 148/148 [==============================] - 0s 20us/step - loss: 33480.7344 - mean_absolute_error: 146.0793 - val_loss: 67108.6030 - val_mean_absolute_error: 236.2505 Epoch 1643/5000 148/148 [==============================] - 0s 27us/step - loss: 33449.7617 - mean_absolute_error: 145.9883 - val_loss: 67056.8135 - val_mean_absolute_error: 236.1397 Epoch 1644/5000 148/148 [==============================] - 0s 27us/step - loss: 33418.8164 - mean_absolute_error: 145.8974 - val_loss: 67005.0703 - val_mean_absolute_error: 236.0290 Epoch 1645/5000 148/148 [==============================] - 0s 34us/step - loss: 33387.9180 - mean_absolute_error: 145.8066 - val_loss: 66953.3618 - val_mean_absolute_error: 235.9183 Epoch 1646/5000 148/148 [==============================] - 0s 34us/step - loss: 33357.0430 - mean_absolute_error: 145.7157 - val_loss: 66901.7072 - val_mean_absolute_error: 235.8076 Epoch 1647/5000 148/148 [==============================] - 0s 34us/step - loss: 33326.2109 - mean_absolute_error: 145.6248 - val_loss: 66850.0989 - val_mean_absolute_error: 235.6969 Epoch 1648/5000 148/148 [==============================] - 0s 27us/step - loss: 33295.4141 - mean_absolute_error: 145.5340 - val_loss: 66798.5408 - val_mean_absolute_error: 235.5862 Epoch 1649/5000 148/148 [==============================] - 0s 27us/step - loss: 33264.6562 - mean_absolute_error: 145.4432 - val_loss: 66747.0325 - val_mean_absolute_error: 235.4756 Epoch 1650/5000 148/148 [==============================] - 0s 27us/step - loss: 33233.9297 - mean_absolute_error: 145.3525 - val_loss: 66695.5708 - val_mean_absolute_error: 235.3650 Epoch 1651/5000 148/148 [==============================] - 0s 27us/step - loss: 33203.2383 - mean_absolute_error: 145.2617 - val_loss: 66644.1550 - val_mean_absolute_error: 235.2544 Epoch 1652/5000 148/148 [==============================] - 0s 20us/step - loss: 33172.5820 - mean_absolute_error: 145.1710 - val_loss: 66592.7860 - val_mean_absolute_error: 235.1439 Epoch 1653/5000 148/148 [==============================] - 0s 34us/step - loss: 33141.9648 - mean_absolute_error: 145.0803 - val_loss: 66541.4509 - val_mean_absolute_error: 235.0333 Epoch 1654/5000 148/148 [==============================] - 0s 34us/step - loss: 33111.3789 - mean_absolute_error: 144.9896 - val_loss: 66490.1514 - val_mean_absolute_error: 234.9227 Epoch 1655/5000 148/148 [==============================] - 0s 27us/step - loss: 33080.8047 - mean_absolute_error: 144.8989 - val_loss: 66438.8818 - val_mean_absolute_error: 234.8122 Epoch 1656/5000 148/148 [==============================] - 0s 27us/step - loss: 33050.2617 - mean_absolute_error: 144.8082 - val_loss: 66387.6516 - val_mean_absolute_error: 234.7017 Epoch 1657/5000 148/148 [==============================] - 0s 20us/step - loss: 33019.7617 - mean_absolute_error: 144.7176 - val_loss: 66336.4708 - val_mean_absolute_error: 234.5912 Epoch 1658/5000 148/148 [==============================] - 0s 34us/step - loss: 32989.2852 - mean_absolute_error: 144.6269 - val_loss: 66285.3136 - val_mean_absolute_error: 234.4806 Epoch 1659/5000 148/148 [==============================] - 0s 27us/step - loss: 32958.8398 - mean_absolute_error: 144.5364 - val_loss: 66234.1989 - val_mean_absolute_error: 234.3702 Epoch 1660/5000 148/148 [==============================] - 0s 27us/step - loss: 32928.4297 - mean_absolute_error: 144.4458 - val_loss: 66183.1183 - val_mean_absolute_error: 234.2597 Epoch 1661/5000 148/148 [==============================] - 0s 27us/step - loss: 32898.0430 - mean_absolute_error: 144.3552 - val_loss: 66132.0806 - val_mean_absolute_error: 234.1492 Epoch 1662/5000 148/148 [==============================] - 0s 20us/step - loss: 32867.6953 - mean_absolute_error: 144.2647 - val_loss: 66081.0926 - val_mean_absolute_error: 234.0387 Epoch 1663/5000 148/148 [==============================] - 0s 27us/step - loss: 32837.3828 - mean_absolute_error: 144.1742 - val_loss: 66030.1515 - val_mean_absolute_error: 233.9283 Epoch 1664/5000 148/148 [==============================] - 0s 27us/step - loss: 32807.1055 - mean_absolute_error: 144.0837 - val_loss: 65979.2369 - val_mean_absolute_error: 233.8179 Epoch 1665/5000 148/148 [==============================] - 0s 34us/step - loss: 32776.8633 - mean_absolute_error: 143.9933 - val_loss: 65928.3801 - val_mean_absolute_error: 233.7075 Epoch 1666/5000 148/148 [==============================] - 0s 34us/step - loss: 32746.6484 - mean_absolute_error: 143.9029 - val_loss: 65877.5734 - val_mean_absolute_error: 233.5972 Epoch 1667/5000 148/148 [==============================] - 0s 27us/step - loss: 32716.4766 - mean_absolute_error: 143.8125 - val_loss: 65826.8017 - val_mean_absolute_error: 233.4868 Epoch 1668/5000 148/148 [==============================] - 0s 34us/step - loss: 32686.3320 - mean_absolute_error: 143.7221 - val_loss: 65776.0796 - val_mean_absolute_error: 233.3765 Epoch 1669/5000 148/148 [==============================] - 0s 27us/step - loss: 32656.2266 - mean_absolute_error: 143.6317 - val_loss: 65725.4005 - val_mean_absolute_error: 233.2662 Epoch 1670/5000 148/148 [==============================] - 0s 41us/step - loss: 32626.1562 - mean_absolute_error: 143.5414 - val_loss: 65674.7630 - val_mean_absolute_error: 233.1560 Epoch 1671/5000 148/148 [==============================] - 0s 41us/step - loss: 32596.1191 - mean_absolute_error: 143.4511 - val_loss: 65624.1803 - val_mean_absolute_error: 233.0457 Epoch 1672/5000 148/148 [==============================] - 0s 34us/step - loss: 32566.1152 - mean_absolute_error: 143.3608 - val_loss: 65573.6319 - val_mean_absolute_error: 232.9355 Epoch 1673/5000 148/148 [==============================] - 0s 27us/step - loss: 32536.1484 - mean_absolute_error: 143.2705 - val_loss: 65523.1455 - val_mean_absolute_error: 232.8253 Epoch 1674/5000 148/148 [==============================] - 0s 20us/step - loss: 32506.2227 - mean_absolute_error: 143.1803 - val_loss: 65472.6969 - val_mean_absolute_error: 232.7152 Epoch 1675/5000 148/148 [==============================] - 0s 34us/step - loss: 32476.3242 - mean_absolute_error: 143.0901 - val_loss: 65422.2953 - val_mean_absolute_error: 232.6050 Epoch 1676/5000 148/148 [==============================] - 0s 34us/step - loss: 32446.4668 - mean_absolute_error: 142.9999 - val_loss: 65371.9398 - val_mean_absolute_error: 232.4949 Epoch 1677/5000 148/148 [==============================] - 0s 27us/step - loss: 32416.6445 - mean_absolute_error: 142.9097 - val_loss: 65321.6417 - val_mean_absolute_error: 232.3848 Epoch 1678/5000 148/148 [==============================] - 0s 20us/step - loss: 32386.8555 - mean_absolute_error: 142.8196 - val_loss: 65271.3555 - val_mean_absolute_error: 232.2747 Epoch 1679/5000 148/148 [==============================] - 0s 27us/step - loss: 32357.1016 - mean_absolute_error: 142.7294 - val_loss: 65221.1118 - val_mean_absolute_error: 232.1646 Epoch 1680/5000 148/148 [==============================] - 0s 27us/step - loss: 32327.3809 - mean_absolute_error: 142.6393 - val_loss: 65170.9258 - val_mean_absolute_error: 232.0545 Epoch 1681/5000 148/148 [==============================] - 0s 27us/step - loss: 32297.6992 - mean_absolute_error: 142.5493 - val_loss: 65120.7742 - val_mean_absolute_error: 231.9445 Epoch 1682/5000 148/148 [==============================] - 0s 34us/step - loss: 32268.0508 - mean_absolute_error: 142.4592 - val_loss: 65070.6730 - val_mean_absolute_error: 231.8345 Epoch 1683/5000 148/148 [==============================] - 0s 27us/step - loss: 32238.4434 - mean_absolute_error: 142.3692 - val_loss: 65020.6335 - val_mean_absolute_error: 231.7244 Epoch 1684/5000 148/148 [==============================] - 0s 20us/step - loss: 32208.8652 - mean_absolute_error: 142.2791 - val_loss: 64970.6290 - val_mean_absolute_error: 231.6145 Epoch 1685/5000 148/148 [==============================] - 0s 20us/step - loss: 32179.3281 - mean_absolute_error: 142.1891 - val_loss: 64920.6736 - val_mean_absolute_error: 231.5045 Epoch 1686/5000 148/148 [==============================] - 0s 27us/step - loss: 32149.8203 - mean_absolute_error: 142.0992 - val_loss: 64870.7731 - val_mean_absolute_error: 231.3946 Epoch 1687/5000 148/148 [==============================] - 0s 34us/step - loss: 32120.3555 - mean_absolute_error: 142.0092 - val_loss: 64820.9184 - val_mean_absolute_error: 231.2848 Epoch 1688/5000 148/148 [==============================] - 0s 27us/step - loss: 32090.9297 - mean_absolute_error: 141.9193 - val_loss: 64771.1218 - val_mean_absolute_error: 231.1749 Epoch 1689/5000 148/148 [==============================] - 0s 27us/step - loss: 32061.5332 - mean_absolute_error: 141.8294 - val_loss: 64721.3598 - val_mean_absolute_error: 231.0651 Epoch 1690/5000 148/148 [==============================] - 0s 34us/step - loss: 32032.1758 - mean_absolute_error: 141.7396 - val_loss: 64671.6518 - val_mean_absolute_error: 230.9553 Epoch 1691/5000 148/148 [==============================] - 0s 27us/step - loss: 32002.8516 - mean_absolute_error: 141.6497 - val_loss: 64621.9896 - val_mean_absolute_error: 230.8456 Epoch 1692/5000 148/148 [==============================] - 0s 27us/step - loss: 31973.5605 - mean_absolute_error: 141.5599 - val_loss: 64572.3858 - val_mean_absolute_error: 230.7359 Epoch 1693/5000 148/148 [==============================] - 0s 27us/step - loss: 31944.3105 - mean_absolute_error: 141.4701 - val_loss: 64522.8202 - val_mean_absolute_error: 230.6262 Epoch 1694/5000 148/148 [==============================] - 0s 34us/step - loss: 31915.0977 - mean_absolute_error: 141.3803 - val_loss: 64473.3051 - val_mean_absolute_error: 230.5165 Epoch 1695/5000 148/148 [==============================] - 0s 34us/step - loss: 31885.9180 - mean_absolute_error: 141.2906 - val_loss: 64423.8435 - val_mean_absolute_error: 230.4068 Epoch 1696/5000 148/148 [==============================] - 0s 27us/step - loss: 31856.7773 - mean_absolute_error: 141.2008 - val_loss: 64374.4248 - val_mean_absolute_error: 230.2972 Epoch 1697/5000 148/148 [==============================] - 0s 20us/step - loss: 31827.6660 - mean_absolute_error: 141.1111 - val_loss: 64325.0519 - val_mean_absolute_error: 230.1877 Epoch 1698/5000 148/148 [==============================] - 0s 34us/step - loss: 31798.5938 - mean_absolute_error: 141.0214 - val_loss: 64275.7291 - val_mean_absolute_error: 230.0781 Epoch 1699/5000 148/148 [==============================] - 0s 34us/step - loss: 31769.5547 - mean_absolute_error: 140.9318 - val_loss: 64226.4602 - val_mean_absolute_error: 229.9686 Epoch 1700/5000 148/148 [==============================] - 0s 27us/step - loss: 31740.5566 - mean_absolute_error: 140.8421 - val_loss: 64177.2265 - val_mean_absolute_error: 229.8591 Epoch 1701/5000 148/148 [==============================] - 0s 27us/step - loss: 31711.5879 - mean_absolute_error: 140.7525 - val_loss: 64128.0501 - val_mean_absolute_error: 229.7496 Epoch 1702/5000 148/148 [==============================] - 0s 27us/step - loss: 31682.6562 - mean_absolute_error: 140.6629 - val_loss: 64078.9281 - val_mean_absolute_error: 229.6402 Epoch 1703/5000 148/148 [==============================] - 0s 27us/step - loss: 31653.7676 - mean_absolute_error: 140.5733 - val_loss: 64029.8481 - val_mean_absolute_error: 229.5308 Epoch 1704/5000 148/148 [==============================] - 0s 34us/step - loss: 31624.9160 - mean_absolute_error: 140.4838 - val_loss: 63980.8264 - val_mean_absolute_error: 229.4215 Epoch 1705/5000 148/148 [==============================] - 0s 27us/step - loss: 31596.0918 - mean_absolute_error: 140.3943 - val_loss: 63931.8350 - val_mean_absolute_error: 229.3122 Epoch 1706/5000 148/148 [==============================] - 0s 27us/step - loss: 31567.3105 - mean_absolute_error: 140.3048 - val_loss: 63882.9057 - val_mean_absolute_error: 229.2028 Epoch 1707/5000 148/148 [==============================] - 0s 27us/step - loss: 31538.5605 - mean_absolute_error: 140.2153 - val_loss: 63834.0339 - val_mean_absolute_error: 229.0936 Epoch 1708/5000 148/148 [==============================] - 0s 34us/step - loss: 31509.8477 - mean_absolute_error: 140.1259 - val_loss: 63785.1971 - val_mean_absolute_error: 228.9843 Epoch 1709/5000 148/148 [==============================] - 0s 34us/step - loss: 31481.1680 - mean_absolute_error: 140.0365 - val_loss: 63736.4139 - val_mean_absolute_error: 228.8752 Epoch 1710/5000 148/148 [==============================] - 0s 27us/step - loss: 31452.5332 - mean_absolute_error: 139.9471 - val_loss: 63687.6811 - val_mean_absolute_error: 228.7660 Epoch 1711/5000 148/148 [==============================] - 0s 27us/step - loss: 31423.9297 - mean_absolute_error: 139.8577 - val_loss: 63638.9827 - val_mean_absolute_error: 228.6568 Epoch 1712/5000 148/148 [==============================] - 0s 27us/step - loss: 31395.3574 - mean_absolute_error: 139.7684 - val_loss: 63590.3579 - val_mean_absolute_error: 228.5477 Epoch 1713/5000 148/148 [==============================] - 0s 27us/step - loss: 31366.8281 - mean_absolute_error: 139.6790 - val_loss: 63541.7674 - val_mean_absolute_error: 228.4387 Epoch 1714/5000 148/148 [==============================] - 0s 47us/step - loss: 31338.3320 - mean_absolute_error: 139.5898 - val_loss: 63493.2272 - val_mean_absolute_error: 228.3297 Epoch 1715/5000 148/148 [==============================] - 0s 34us/step - loss: 31309.8711 - mean_absolute_error: 139.5005 - val_loss: 63444.7294 - val_mean_absolute_error: 228.2206 Epoch 1716/5000 148/148 [==============================] - 0s 34us/step - loss: 31281.4453 - mean_absolute_error: 139.4112 - val_loss: 63396.2894 - val_mean_absolute_error: 228.1116 Epoch 1717/5000 148/148 [==============================] - 0s 20us/step - loss: 31253.0566 - mean_absolute_error: 139.3220 - val_loss: 63347.8918 - val_mean_absolute_error: 228.0027 Epoch 1718/5000 148/148 [==============================] - 0s 27us/step - loss: 31224.7031 - mean_absolute_error: 139.2328 - val_loss: 63299.5522 - val_mean_absolute_error: 227.8938 Epoch 1719/5000 148/148 [==============================] - 0s 20us/step - loss: 31196.3574 - mean_absolute_error: 139.1436 - val_loss: 63251.2623 - val_mean_absolute_error: 227.7850 Epoch 1720/5000 148/148 [==============================] - 0s 34us/step - loss: 31168.0137 - mean_absolute_error: 139.0544 - val_loss: 63203.0537 - val_mean_absolute_error: 227.6762 Epoch 1721/5000 148/148 [==============================] - 0s 27us/step - loss: 31139.6992 - mean_absolute_error: 138.9652 - val_loss: 63154.9065 - val_mean_absolute_error: 227.5674 Epoch 1722/5000 148/148 [==============================] - 0s 20us/step - loss: 31111.4160 - mean_absolute_error: 138.8760 - val_loss: 63106.8290 - val_mean_absolute_error: 227.4587 Epoch 1723/5000 148/148 [==============================] - 0s 27us/step - loss: 31083.1621 - mean_absolute_error: 138.7869 - val_loss: 63058.8011 - val_mean_absolute_error: 227.3501 Epoch 1724/5000 148/148 [==============================] - 0s 27us/step - loss: 31054.9395 - mean_absolute_error: 138.6977 - val_loss: 63010.8395 - val_mean_absolute_error: 227.2416 Epoch 1725/5000 148/148 [==============================] - 0s 20us/step - loss: 31026.7539 - mean_absolute_error: 138.6086 - val_loss: 62962.9314 - val_mean_absolute_error: 227.1331 Epoch 1726/5000 148/148 [==============================] - 0s 34us/step - loss: 30998.5938 - mean_absolute_error: 138.5196 - val_loss: 62915.0887 - val_mean_absolute_error: 227.0247 Epoch 1727/5000 148/148 [==============================] - 0s 27us/step - loss: 30970.4688 - mean_absolute_error: 138.4305 - val_loss: 62867.2963 - val_mean_absolute_error: 226.9162 Epoch 1728/5000 148/148 [==============================] - 0s 27us/step - loss: 30942.3750 - mean_absolute_error: 138.3415 - val_loss: 62819.5616 - val_mean_absolute_error: 226.8079 Epoch 1729/5000 148/148 [==============================] - 0s 27us/step - loss: 30914.3145 - mean_absolute_error: 138.2525 - val_loss: 62771.8770 - val_mean_absolute_error: 226.6995 Epoch 1730/5000 148/148 [==============================] - 0s 34us/step - loss: 30886.2910 - mean_absolute_error: 138.1635 - val_loss: 62724.2502 - val_mean_absolute_error: 226.5913 Epoch 1731/5000 148/148 [==============================] - 0s 34us/step - loss: 30858.2930 - mean_absolute_error: 138.0745 - val_loss: 62676.6817 - val_mean_absolute_error: 226.4830 Epoch 1732/5000 148/148 [==============================] - 0s 34us/step - loss: 30830.3379 - mean_absolute_error: 137.9856 - val_loss: 62629.1588 - val_mean_absolute_error: 226.3748 Epoch 1733/5000 148/148 [==============================] - 0s 20us/step - loss: 30802.4082 - mean_absolute_error: 137.8967 - val_loss: 62581.6979 - val_mean_absolute_error: 226.2667 Epoch 1734/5000 148/148 [==============================] - 0s 27us/step - loss: 30774.5195 - mean_absolute_error: 137.8078 - val_loss: 62534.2906 - val_mean_absolute_error: 226.1586 Epoch 1735/5000 148/148 [==============================] - 0s 20us/step - loss: 30746.6484 - mean_absolute_error: 137.7189 - val_loss: 62486.9223 - val_mean_absolute_error: 226.0505 Epoch 1736/5000 148/148 [==============================] - 0s 27us/step - loss: 30718.7812 - mean_absolute_error: 137.6300 - val_loss: 62439.5998 - val_mean_absolute_error: 225.9425 Epoch 1737/5000 148/148 [==============================] - 0s 41us/step - loss: 30690.9395 - mean_absolute_error: 137.5411 - val_loss: 62392.3321 - val_mean_absolute_error: 225.8345 Epoch 1738/5000 148/148 [==============================] - 0s 27us/step - loss: 30663.1289 - mean_absolute_error: 137.4523 - val_loss: 62345.1021 - val_mean_absolute_error: 225.7265 Epoch 1739/5000 148/148 [==============================] - 0s 27us/step - loss: 30635.3438 - mean_absolute_error: 137.3635 - val_loss: 62297.9265 - val_mean_absolute_error: 225.6186 Epoch 1740/5000 148/148 [==============================] - 0s 27us/step - loss: 30607.5918 - mean_absolute_error: 137.2747 - val_loss: 62250.7967 - val_mean_absolute_error: 225.5108 Epoch 1741/5000 148/148 [==============================] - 0s 27us/step - loss: 30579.8711 - mean_absolute_error: 137.1859 - val_loss: 62203.7176 - val_mean_absolute_error: 225.4029 Epoch 1742/5000 148/148 [==============================] - 0s 27us/step - loss: 30552.1797 - mean_absolute_error: 137.0972 - val_loss: 62156.6728 - val_mean_absolute_error: 225.2952 Epoch 1743/5000 148/148 [==============================] - 0s 41us/step - loss: 30524.5195 - mean_absolute_error: 137.0085 - val_loss: 62109.6858 - val_mean_absolute_error: 225.1874 Epoch 1744/5000 148/148 [==============================] - 0s 27us/step - loss: 30496.8984 - mean_absolute_error: 136.9199 - val_loss: 62062.7451 - val_mean_absolute_error: 225.0797 Epoch 1745/5000 148/148 [==============================] - 0s 27us/step - loss: 30469.3047 - mean_absolute_error: 136.8313 - val_loss: 62015.8549 - val_mean_absolute_error: 224.9720 Epoch 1746/5000 148/148 [==============================] - 0s 20us/step - loss: 30441.7500 - mean_absolute_error: 136.7427 - val_loss: 61968.9990 - val_mean_absolute_error: 224.8643 Epoch 1747/5000 148/148 [==============================] - 0s 27us/step - loss: 30414.2188 - mean_absolute_error: 136.6541 - val_loss: 61922.2008 - val_mean_absolute_error: 224.7567 Epoch 1748/5000 148/148 [==============================] - 0s 34us/step - loss: 30386.7266 - mean_absolute_error: 136.5656 - val_loss: 61875.4455 - val_mean_absolute_error: 224.6491 Epoch 1749/5000 148/148 [==============================] - 0s 27us/step - loss: 30359.2734 - mean_absolute_error: 136.4771 - val_loss: 61828.7474 - val_mean_absolute_error: 224.5416 Epoch 1750/5000 148/148 [==============================] - 0s 27us/step - loss: 30331.8477 - mean_absolute_error: 136.3886 - val_loss: 61782.0805 - val_mean_absolute_error: 224.4341 Epoch 1751/5000 148/148 [==============================] - 0s 34us/step - loss: 30304.4531 - mean_absolute_error: 136.3001 - val_loss: 61735.4710 - val_mean_absolute_error: 224.3266 Epoch 1752/5000 148/148 [==============================] - 0s 20us/step - loss: 30277.0977 - mean_absolute_error: 136.2117 - val_loss: 61688.9164 - val_mean_absolute_error: 224.2191 Epoch 1753/5000 148/148 [==============================] - 0s 34us/step - loss: 30249.7773 - mean_absolute_error: 136.1233 - val_loss: 61642.4032 - val_mean_absolute_error: 224.1117 Epoch 1754/5000 148/148 [==============================] - 0s 27us/step - loss: 30222.4863 - mean_absolute_error: 136.0349 - val_loss: 61595.9331 - val_mean_absolute_error: 224.0043 Epoch 1755/5000 148/148 [==============================] - 0s 27us/step - loss: 30195.2363 - mean_absolute_error: 135.9466 - val_loss: 61549.5243 - val_mean_absolute_error: 223.8970 Epoch 1756/5000 148/148 [==============================] - 0s 27us/step - loss: 30168.0195 - mean_absolute_error: 135.8583 - val_loss: 61503.1424 - val_mean_absolute_error: 223.7897 Epoch 1757/5000 148/148 [==============================] - 0s 20us/step - loss: 30140.8340 - mean_absolute_error: 135.7700 - val_loss: 61456.8226 - val_mean_absolute_error: 223.6824 Epoch 1758/5000 148/148 [==============================] - 0s 34us/step - loss: 30113.6895 - mean_absolute_error: 135.6817 - val_loss: 61410.5448 - val_mean_absolute_error: 223.5752 Epoch 1759/5000 148/148 [==============================] - 0s 34us/step - loss: 30086.5781 - mean_absolute_error: 135.5935 - val_loss: 61364.3171 - val_mean_absolute_error: 223.4680 Epoch 1760/5000 148/148 [==============================] - 0s 27us/step - loss: 30059.5000 - mean_absolute_error: 135.5053 - val_loss: 61318.1438 - val_mean_absolute_error: 223.3608 Epoch 1761/5000 148/148 [==============================] - 0s 27us/step - loss: 30032.4570 - mean_absolute_error: 135.4171 - val_loss: 61272.0085 - val_mean_absolute_error: 223.2537 Epoch 1762/5000 148/148 [==============================] - 0s 27us/step - loss: 30005.4531 - mean_absolute_error: 135.3290 - val_loss: 61225.9314 - val_mean_absolute_error: 223.1466 Epoch 1763/5000 148/148 [==============================] - 0s 34us/step - loss: 29978.4766 - mean_absolute_error: 135.2409 - val_loss: 61179.8966 - val_mean_absolute_error: 223.0395 Epoch 1764/5000 148/148 [==============================] - 0s 34us/step - loss: 29951.5430 - mean_absolute_error: 135.1528 - val_loss: 61133.9037 - val_mean_absolute_error: 222.9325 Epoch 1765/5000 148/148 [==============================] - 0s 34us/step - loss: 29924.6426 - mean_absolute_error: 135.0647 - val_loss: 61087.9079 - val_mean_absolute_error: 222.8254 Epoch 1766/5000 148/148 [==============================] - 0s 27us/step - loss: 29897.7812 - mean_absolute_error: 134.9767 - val_loss: 61041.9575 - val_mean_absolute_error: 222.7184 Epoch 1767/5000 148/148 [==============================] - 0s 27us/step - loss: 29870.9453 - mean_absolute_error: 134.8887 - val_loss: 60996.0501 - val_mean_absolute_error: 222.6114 Epoch 1768/5000 148/148 [==============================] - 0s 27us/step - loss: 29844.1582 - mean_absolute_error: 134.8007 - val_loss: 60950.1963 - val_mean_absolute_error: 222.5044 Epoch 1769/5000 148/148 [==============================] - 0s 34us/step - loss: 29817.3945 - mean_absolute_error: 134.7127 - val_loss: 60904.3889 - val_mean_absolute_error: 222.3975 Epoch 1770/5000 148/148 [==============================] - 0s 27us/step - loss: 29790.6758 - mean_absolute_error: 134.6248 - val_loss: 60858.6123 - val_mean_absolute_error: 222.2906 Epoch 1771/5000 148/148 [==============================] - 0s 27us/step - loss: 29763.9824 - mean_absolute_error: 134.5369 - val_loss: 60812.8974 - val_mean_absolute_error: 222.1837 Epoch 1772/5000 148/148 [==============================] - 0s 27us/step - loss: 29737.3320 - mean_absolute_error: 134.4490 - val_loss: 60767.2288 - val_mean_absolute_error: 222.0769 Epoch 1773/5000 148/148 [==============================] - 0s 27us/step - loss: 29710.7129 - mean_absolute_error: 134.3611 - val_loss: 60721.6141 - val_mean_absolute_error: 221.9701 Epoch 1774/5000 148/148 [==============================] - 0s 34us/step - loss: 29684.1348 - mean_absolute_error: 134.2734 - val_loss: 60676.0377 - val_mean_absolute_error: 221.8633 Epoch 1775/5000 148/148 [==============================] - 0s 34us/step - loss: 29657.5918 - mean_absolute_error: 134.1856 - val_loss: 60630.5157 - val_mean_absolute_error: 221.7566 Epoch 1776/5000 148/148 [==============================] - 0s 27us/step - loss: 29631.0840 - mean_absolute_error: 134.0978 - val_loss: 60585.0434 - val_mean_absolute_error: 221.6498 Epoch 1777/5000 148/148 [==============================] - 0s 27us/step - loss: 29604.6074 - mean_absolute_error: 134.0101 - val_loss: 60539.6140 - val_mean_absolute_error: 221.5431 Epoch 1778/5000 148/148 [==============================] - 0s 27us/step - loss: 29578.1719 - mean_absolute_error: 133.9224 - val_loss: 60494.2265 - val_mean_absolute_error: 221.4365 Epoch 1779/5000 148/148 [==============================] - 0s 27us/step - loss: 29551.7695 - mean_absolute_error: 133.8347 - val_loss: 60448.8972 - val_mean_absolute_error: 221.3299 Epoch 1780/5000 148/148 [==============================] - 0s 34us/step - loss: 29525.4023 - mean_absolute_error: 133.7471 - val_loss: 60403.6101 - val_mean_absolute_error: 221.2233 Epoch 1781/5000 148/148 [==============================] - 0s 34us/step - loss: 29499.0742 - mean_absolute_error: 133.6594 - val_loss: 60358.3693 - val_mean_absolute_error: 221.1168 Epoch 1782/5000 148/148 [==============================] - 0s 34us/step - loss: 29472.7734 - mean_absolute_error: 133.5718 - val_loss: 60313.1785 - val_mean_absolute_error: 221.0103 Epoch 1783/5000 148/148 [==============================] - 0s 20us/step - loss: 29446.5176 - mean_absolute_error: 133.4843 - val_loss: 60268.0300 - val_mean_absolute_error: 220.9038 Epoch 1784/5000 148/148 [==============================] - 0s 27us/step - loss: 29420.2910 - mean_absolute_error: 133.3967 - val_loss: 60222.9358 - val_mean_absolute_error: 220.7974 Epoch 1785/5000 148/148 [==============================] - 0s 27us/step - loss: 29394.1016 - mean_absolute_error: 133.3092 - val_loss: 60177.8873 - val_mean_absolute_error: 220.6926 Epoch 1786/5000 148/148 [==============================] - 0s 27us/step - loss: 29367.9453 - mean_absolute_error: 133.2217 - val_loss: 60132.8935 - val_mean_absolute_error: 220.5880 Epoch 1787/5000 148/148 [==============================] - 0s 34us/step - loss: 29341.8320 - mean_absolute_error: 133.1343 - val_loss: 60087.9379 - val_mean_absolute_error: 220.4834 Epoch 1788/5000 148/148 [==============================] - 0s 27us/step - loss: 29315.7441 - mean_absolute_error: 133.0469 - val_loss: 60043.0363 - val_mean_absolute_error: 220.3788 Epoch 1789/5000 148/148 [==============================] - 0s 27us/step - loss: 29289.6992 - mean_absolute_error: 132.9595 - val_loss: 59998.1885 - val_mean_absolute_error: 220.2743 Epoch 1790/5000 148/148 [==============================] - 0s 34us/step - loss: 29263.6855 - mean_absolute_error: 132.8721 - val_loss: 59953.3796 - val_mean_absolute_error: 220.1698 Epoch 1791/5000 148/148 [==============================] - 0s 20us/step - loss: 29237.7090 - mean_absolute_error: 132.7848 - val_loss: 59908.6165 - val_mean_absolute_error: 220.0654 Epoch 1792/5000 148/148 [==============================] - 0s 27us/step - loss: 29211.7773 - mean_absolute_error: 132.6975 - val_loss: 59863.9075 - val_mean_absolute_error: 219.9610 Epoch 1793/5000 148/148 [==============================] - 0s 27us/step - loss: 29185.8711 - mean_absolute_error: 132.6102 - val_loss: 59819.2491 - val_mean_absolute_error: 219.8566 Epoch 1794/5000 148/148 [==============================] - 0s 27us/step - loss: 29160.0000 - mean_absolute_error: 132.5230 - val_loss: 59774.6245 - val_mean_absolute_error: 219.7523 Epoch 1795/5000 148/148 [==============================] - 0s 34us/step - loss: 29134.1680 - mean_absolute_error: 132.4358 - val_loss: 59730.0660 - val_mean_absolute_error: 219.6479 Epoch 1796/5000 148/148 [==============================] - 0s 34us/step - loss: 29108.3691 - mean_absolute_error: 132.3486 - val_loss: 59685.5423 - val_mean_absolute_error: 219.5437 Epoch 1797/5000 148/148 [==============================] - 0s 20us/step - loss: 29082.6074 - mean_absolute_error: 132.2614 - val_loss: 59641.0682 - val_mean_absolute_error: 219.4394 Epoch 1798/5000 148/148 [==============================] - 0s 27us/step - loss: 29056.8809 - mean_absolute_error: 132.1743 - val_loss: 59596.6447 - val_mean_absolute_error: 219.3352 Epoch 1799/5000 148/148 [==============================] - 0s 20us/step - loss: 29031.1895 - mean_absolute_error: 132.0872 - val_loss: 59552.2712 - val_mean_absolute_error: 219.2311 Epoch 1800/5000 148/148 [==============================] - 0s 41us/step - loss: 29005.5371 - mean_absolute_error: 132.0001 - val_loss: 59507.9436 - val_mean_absolute_error: 219.1270 Epoch 1801/5000 148/148 [==============================] - 0s 34us/step - loss: 28979.9160 - mean_absolute_error: 131.9131 - val_loss: 59463.6625 - val_mean_absolute_error: 219.0229 Epoch 1802/5000 148/148 [==============================] - 0s 20us/step - loss: 28954.3320 - mean_absolute_error: 131.8260 - val_loss: 59419.4317 - val_mean_absolute_error: 218.9189 Epoch 1803/5000 148/148 [==============================] - 0s 27us/step - loss: 28928.7832 - mean_absolute_error: 131.7391 - val_loss: 59375.2432 - val_mean_absolute_error: 218.8149 Epoch 1804/5000 148/148 [==============================] - 0s 27us/step - loss: 28903.2695 - mean_absolute_error: 131.6521 - val_loss: 59331.1083 - val_mean_absolute_error: 218.7109 Epoch 1805/5000 148/148 [==============================] - 0s 27us/step - loss: 28877.7871 - mean_absolute_error: 131.5652 - val_loss: 59287.0201 - val_mean_absolute_error: 218.6070 Epoch 1806/5000 148/148 [==============================] - 0s 34us/step - loss: 28852.3438 - mean_absolute_error: 131.4783 - val_loss: 59242.9818 - val_mean_absolute_error: 218.5030 Epoch 1807/5000 148/148 [==============================] - 0s 27us/step - loss: 28826.9355 - mean_absolute_error: 131.3914 - val_loss: 59198.9863 - val_mean_absolute_error: 218.3992 Epoch 1808/5000 148/148 [==============================] - 0s 27us/step - loss: 28801.5645 - mean_absolute_error: 131.3046 - val_loss: 59155.0443 - val_mean_absolute_error: 218.2954 Epoch 1809/5000 148/148 [==============================] - 0s 34us/step - loss: 28776.2305 - mean_absolute_error: 131.2178 - val_loss: 59111.1483 - val_mean_absolute_error: 218.1916 Epoch 1810/5000 148/148 [==============================] - 0s 20us/step - loss: 28750.9297 - mean_absolute_error: 131.1310 - val_loss: 59067.2991 - val_mean_absolute_error: 218.0879 Epoch 1811/5000 148/148 [==============================] - 0s 27us/step - loss: 28725.6621 - mean_absolute_error: 131.0443 - val_loss: 59023.4997 - val_mean_absolute_error: 217.9842 Epoch 1812/5000 148/148 [==============================] - 0s 34us/step - loss: 28700.4355 - mean_absolute_error: 130.9576 - val_loss: 58979.7431 - val_mean_absolute_error: 217.8805 Epoch 1813/5000 148/148 [==============================] - 0s 27us/step - loss: 28675.2441 - mean_absolute_error: 130.8709 - val_loss: 58936.0285 - val_mean_absolute_error: 217.7769 Epoch 1814/5000 148/148 [==============================] - 0s 27us/step - loss: 28650.0820 - mean_absolute_error: 130.7842 - val_loss: 58892.3138 - val_mean_absolute_error: 217.6732 Epoch 1815/5000 148/148 [==============================] - 0s 34us/step - loss: 28624.9590 - mean_absolute_error: 130.6976 - val_loss: 58848.6533 - val_mean_absolute_error: 217.5696 Epoch 1816/5000 148/148 [==============================] - 0s 20us/step - loss: 28599.8711 - mean_absolute_error: 130.6110 - val_loss: 58805.0312 - val_mean_absolute_error: 217.4660 Epoch 1817/5000 148/148 [==============================] - 0s 27us/step - loss: 28574.8184 - mean_absolute_error: 130.5245 - val_loss: 58761.4635 - val_mean_absolute_error: 217.3625 Epoch 1818/5000 148/148 [==============================] - 0s 34us/step - loss: 28549.7969 - mean_absolute_error: 130.4379 - val_loss: 58717.9417 - val_mean_absolute_error: 217.2590 Epoch 1819/5000 148/148 [==============================] - 0s 27us/step - loss: 28524.8184 - mean_absolute_error: 130.3515 - val_loss: 58674.4662 - val_mean_absolute_error: 217.1556 Epoch 1820/5000 148/148 [==============================] - 0s 27us/step - loss: 28499.8711 - mean_absolute_error: 130.2650 - val_loss: 58631.0371 - val_mean_absolute_error: 217.0521 Epoch 1821/5000 148/148 [==============================] - 0s 20us/step - loss: 28474.9590 - mean_absolute_error: 130.1786 - val_loss: 58587.6619 - val_mean_absolute_error: 216.9487 Epoch 1822/5000 148/148 [==============================] - 0s 34us/step - loss: 28450.0820 - mean_absolute_error: 130.0921 - val_loss: 58544.3325 - val_mean_absolute_error: 216.8454 Epoch 1823/5000 148/148 [==============================] - 0s 20us/step - loss: 28425.2363 - mean_absolute_error: 130.0058 - val_loss: 58501.0457 - val_mean_absolute_error: 216.7421 Epoch 1824/5000 148/148 [==============================] - 0s 34us/step - loss: 28400.4316 - mean_absolute_error: 129.9194 - val_loss: 58457.8131 - val_mean_absolute_error: 216.6389 Epoch 1825/5000 148/148 [==============================] - 0s 27us/step - loss: 28375.6660 - mean_absolute_error: 129.8331 - val_loss: 58414.6268 - val_mean_absolute_error: 216.5356 Epoch 1826/5000 148/148 [==============================] - 0s 27us/step - loss: 28350.9219 - mean_absolute_error: 129.7468 - val_loss: 58371.4672 - val_mean_absolute_error: 216.4324 Epoch 1827/5000 148/148 [==============================] - 0s 20us/step - loss: 28326.2266 - mean_absolute_error: 129.6606 - val_loss: 58328.3620 - val_mean_absolute_error: 216.3292 Epoch 1828/5000 148/148 [==============================] - 0s 34us/step - loss: 28301.5605 - mean_absolute_error: 129.5744 - val_loss: 58285.3026 - val_mean_absolute_error: 216.2260 Epoch 1829/5000 148/148 [==============================] - 0s 20us/step - loss: 28276.9316 - mean_absolute_error: 129.4882 - val_loss: 58242.2897 - val_mean_absolute_error: 216.1229 Epoch 1830/5000 148/148 [==============================] - 0s 20us/step - loss: 28252.3359 - mean_absolute_error: 129.4020 - val_loss: 58199.3269 - val_mean_absolute_error: 216.0198 Epoch 1831/5000 148/148 [==============================] - 0s 34us/step - loss: 28227.7754 - mean_absolute_error: 129.3159 - val_loss: 58156.4062 - val_mean_absolute_error: 215.9167 Epoch 1832/5000 148/148 [==============================] - 0s 34us/step - loss: 28203.2559 - mean_absolute_error: 129.2298 - val_loss: 58113.5400 - val_mean_absolute_error: 215.8137 Epoch 1833/5000 148/148 [==============================] - 0s 27us/step - loss: 28178.7656 - mean_absolute_error: 129.1438 - val_loss: 58070.7234 - val_mean_absolute_error: 215.7107 Epoch 1834/5000 148/148 [==============================] - 0s 20us/step - loss: 28154.3125 - mean_absolute_error: 129.0577 - val_loss: 58027.9493 - val_mean_absolute_error: 215.6078 Epoch 1835/5000 148/148 [==============================] - 0s 34us/step - loss: 28129.8926 - mean_absolute_error: 128.9717 - val_loss: 57985.2141 - val_mean_absolute_error: 215.5049 Epoch 1836/5000 148/148 [==============================] - 0s 20us/step - loss: 28105.5059 - mean_absolute_error: 128.8880 - val_loss: 57942.5324 - val_mean_absolute_error: 215.4021 Epoch 1837/5000 148/148 [==============================] - 0s 27us/step - loss: 28081.1562 - mean_absolute_error: 128.8047 - val_loss: 57899.8974 - val_mean_absolute_error: 215.2992 Epoch 1838/5000 148/148 [==============================] - 0s 34us/step - loss: 28056.8438 - mean_absolute_error: 128.7214 - val_loss: 57857.3159 - val_mean_absolute_error: 215.1965 Epoch 1839/5000 148/148 [==============================] - 0s 34us/step - loss: 28032.5605 - mean_absolute_error: 128.6381 - val_loss: 57814.7807 - val_mean_absolute_error: 215.0937 Epoch 1840/5000 148/148 [==============================] - 0s 27us/step - loss: 28008.3184 - mean_absolute_error: 128.5548 - val_loss: 57772.2922 - val_mean_absolute_error: 214.9910 Epoch 1841/5000 148/148 [==============================] - 0s 27us/step - loss: 27984.1074 - mean_absolute_error: 128.4716 - val_loss: 57729.8495 - val_mean_absolute_error: 214.8884 Epoch 1842/5000 148/148 [==============================] - 0s 27us/step - loss: 27959.9375 - mean_absolute_error: 128.3885 - val_loss: 57687.4532 - val_mean_absolute_error: 214.7858 Epoch 1843/5000 148/148 [==============================] - 0s 34us/step - loss: 27935.7969 - mean_absolute_error: 128.3053 - val_loss: 57645.1071 - val_mean_absolute_error: 214.6832 Epoch 1844/5000 148/148 [==============================] - 0s 41us/step - loss: 27911.6914 - mean_absolute_error: 128.2222 - val_loss: 57602.8031 - val_mean_absolute_error: 214.5807 Epoch 1845/5000 148/148 [==============================] - 0s 27us/step - loss: 27887.6230 - mean_absolute_error: 128.1391 - val_loss: 57560.5497 - val_mean_absolute_error: 214.4782 Epoch 1846/5000 148/148 [==============================] - 0s 27us/step - loss: 27863.5898 - mean_absolute_error: 128.0561 - val_loss: 57518.3579 - val_mean_absolute_error: 214.3757 Epoch 1847/5000 148/148 [==============================] - 0s 27us/step - loss: 27839.5938 - mean_absolute_error: 127.9731 - val_loss: 57476.1968 - val_mean_absolute_error: 214.2733 Epoch 1848/5000 148/148 [==============================] - 0s 34us/step - loss: 27815.6309 - mean_absolute_error: 127.8900 - val_loss: 57434.0896 - val_mean_absolute_error: 214.1710 Epoch 1849/5000 148/148 [==============================] - 0s 34us/step - loss: 27791.7012 - mean_absolute_error: 127.8071 - val_loss: 57392.0284 - val_mean_absolute_error: 214.0686 Epoch 1850/5000 148/148 [==============================] - 0s 27us/step - loss: 27767.8105 - mean_absolute_error: 127.7242 - val_loss: 57350.0176 - val_mean_absolute_error: 213.9664 Epoch 1851/5000 148/148 [==============================] - 0s 20us/step - loss: 27743.9492 - mean_absolute_error: 127.6413 - val_loss: 57308.0453 - val_mean_absolute_error: 213.8641 Epoch 1852/5000 148/148 [==============================] - 0s 27us/step - loss: 27720.1250 - mean_absolute_error: 127.5584 - val_loss: 57266.1270 - val_mean_absolute_error: 213.7619 Epoch 1853/5000 148/148 [==============================] - 0s 20us/step - loss: 27696.3379 - mean_absolute_error: 127.4756 - val_loss: 57224.2547 - val_mean_absolute_error: 213.6598 Epoch 1854/5000 148/148 [==============================] - 0s 34us/step - loss: 27672.5840 - mean_absolute_error: 127.3928 - val_loss: 57182.4331 - val_mean_absolute_error: 213.5576 Epoch 1855/5000 148/148 [==============================] - 0s 34us/step - loss: 27648.8672 - mean_absolute_error: 127.3100 - val_loss: 57140.6535 - val_mean_absolute_error: 213.4555 Epoch 1856/5000 148/148 [==============================] - 0s 27us/step - loss: 27625.1797 - mean_absolute_error: 127.2273 - val_loss: 57098.9164 - val_mean_absolute_error: 213.3535 Epoch 1857/5000 148/148 [==============================] - 0s 27us/step - loss: 27601.5312 - mean_absolute_error: 127.1446 - val_loss: 57057.2329 - val_mean_absolute_error: 213.2515 Epoch 1858/5000 148/148 [==============================] - 0s 27us/step - loss: 27577.9121 - mean_absolute_error: 127.0619 - val_loss: 57015.5921 - val_mean_absolute_error: 213.1495 Epoch 1859/5000 148/148 [==============================] - 0s 20us/step - loss: 27554.3320 - mean_absolute_error: 126.9793 - val_loss: 56974.0091 - val_mean_absolute_error: 213.0476 Epoch 1860/5000 148/148 [==============================] - 0s 20us/step - loss: 27530.7852 - mean_absolute_error: 126.8967 - val_loss: 56932.4648 - val_mean_absolute_error: 212.9458 Epoch 1861/5000 148/148 [==============================] - 0s 27us/step - loss: 27507.2793 - mean_absolute_error: 126.8141 - val_loss: 56890.9666 - val_mean_absolute_error: 212.8439 Epoch 1862/5000 148/148 [==============================] - 0s 34us/step - loss: 27483.8027 - mean_absolute_error: 126.7316 - val_loss: 56849.5184 - val_mean_absolute_error: 212.7421 Epoch 1863/5000 148/148 [==============================] - 0s 27us/step - loss: 27460.3594 - mean_absolute_error: 126.6490 - val_loss: 56808.1166 - val_mean_absolute_error: 212.6404 Epoch 1864/5000 148/148 [==============================] - 0s 27us/step - loss: 27436.9492 - mean_absolute_error: 126.5666 - val_loss: 56766.7614 - val_mean_absolute_error: 212.5387 Epoch 1865/5000 148/148 [==============================] - 0s 27us/step - loss: 27413.5781 - mean_absolute_error: 126.4841 - val_loss: 56725.4556 - val_mean_absolute_error: 212.4370 Epoch 1866/5000 148/148 [==============================] - 0s 27us/step - loss: 27390.2441 - mean_absolute_error: 126.4017 - val_loss: 56684.1886 - val_mean_absolute_error: 212.3354 Epoch 1867/5000 148/148 [==============================] - 0s 27us/step - loss: 27366.9375 - mean_absolute_error: 126.3193 - val_loss: 56642.9833 - val_mean_absolute_error: 212.2338 Epoch 1868/5000 148/148 [==============================] - 0s 41us/step - loss: 27343.6699 - mean_absolute_error: 126.2370 - val_loss: 56601.8206 - val_mean_absolute_error: 212.1323 Epoch 1869/5000 148/148 [==============================] - 0s 27us/step - loss: 27320.4316 - mean_absolute_error: 126.1546 - val_loss: 56560.7078 - val_mean_absolute_error: 212.0308 Epoch 1870/5000 148/148 [==============================] - 0s 27us/step - loss: 27297.2266 - mean_absolute_error: 126.0723 - val_loss: 56519.6335 - val_mean_absolute_error: 211.9293 Epoch 1871/5000 148/148 [==============================] - 0s 27us/step - loss: 27274.0547 - mean_absolute_error: 125.9900 - val_loss: 56478.6096 - val_mean_absolute_error: 211.8279 Epoch 1872/5000 148/148 [==============================] - 0s 27us/step - loss: 27250.9160 - mean_absolute_error: 125.9078 - val_loss: 56437.6394 - val_mean_absolute_error: 211.7266 Epoch 1873/5000 148/148 [==============================] - 0s 27us/step - loss: 27227.8125 - mean_absolute_error: 125.8256 - val_loss: 56396.7000 - val_mean_absolute_error: 211.6252 Epoch 1874/5000 148/148 [==============================] - 0s 27us/step - loss: 27204.7422 - mean_absolute_error: 125.7434 - val_loss: 56355.8028 - val_mean_absolute_error: 211.5239 Epoch 1875/5000 148/148 [==============================] - 0s 34us/step - loss: 27181.7031 - mean_absolute_error: 125.6612 - val_loss: 56314.9103 - val_mean_absolute_error: 211.4226 Epoch 1876/5000 148/148 [==============================] - 0s 34us/step - loss: 27158.7031 - mean_absolute_error: 125.5791 - val_loss: 56274.0594 - val_mean_absolute_error: 211.3213 Epoch 1877/5000 148/148 [==============================] - 0s 27us/step - loss: 27135.7305 - mean_absolute_error: 125.4971 - val_loss: 56233.2547 - val_mean_absolute_error: 211.2201 Epoch 1878/5000 148/148 [==============================] - 0s 27us/step - loss: 27112.7930 - mean_absolute_error: 125.4150 - val_loss: 56192.5009 - val_mean_absolute_error: 211.1189 Epoch 1879/5000 148/148 [==============================] - 0s 27us/step - loss: 27089.9004 - mean_absolute_error: 125.3330 - val_loss: 56151.7926 - val_mean_absolute_error: 211.0177 Epoch 1880/5000 148/148 [==============================] - 0s 27us/step - loss: 27067.0293 - mean_absolute_error: 125.2510 - val_loss: 56111.1386 - val_mean_absolute_error: 210.9166 Epoch 1881/5000 148/148 [==============================] - 0s 20us/step - loss: 27044.2031 - mean_absolute_error: 125.1691 - val_loss: 56070.5271 - val_mean_absolute_error: 210.8156 Epoch 1882/5000 148/148 [==============================] - 0s 27us/step - loss: 27021.4062 - mean_absolute_error: 125.0872 - val_loss: 56029.9575 - val_mean_absolute_error: 210.7146 Epoch 1883/5000 148/148 [==============================] - 0s 27us/step - loss: 26998.6387 - mean_absolute_error: 125.0053 - val_loss: 55989.4384 - val_mean_absolute_error: 210.6136 Epoch 1884/5000 148/148 [==============================] - 0s 27us/step - loss: 26975.9141 - mean_absolute_error: 124.9235 - val_loss: 55948.9695 - val_mean_absolute_error: 210.5127 Epoch 1885/5000 148/148 [==============================] - 0s 27us/step - loss: 26953.2188 - mean_absolute_error: 124.8417 - val_loss: 55908.5429 - val_mean_absolute_error: 210.4118 Epoch 1886/5000 148/148 [==============================] - 0s 20us/step - loss: 26930.5605 - mean_absolute_error: 124.7599 - val_loss: 55868.1703 - val_mean_absolute_error: 210.3110 Epoch 1887/5000 148/148 [==============================] - 0s 20us/step - loss: 26907.9336 - mean_absolute_error: 124.6782 - val_loss: 55827.8281 - val_mean_absolute_error: 210.2102 Epoch 1888/5000 148/148 [==============================] - 0s 27us/step - loss: 26885.3418 - mean_absolute_error: 124.5965 - val_loss: 55787.5519 - val_mean_absolute_error: 210.1094 Epoch 1889/5000 148/148 [==============================] - 0s 27us/step - loss: 26862.7852 - mean_absolute_error: 124.5148 - val_loss: 55747.3103 - val_mean_absolute_error: 210.0087 Epoch 1890/5000 148/148 [==============================] - 0s 34us/step - loss: 26840.2637 - mean_absolute_error: 124.4332 - val_loss: 55707.1227 - val_mean_absolute_error: 209.9080 Epoch 1891/5000 148/148 [==============================] - 0s 27us/step - loss: 26817.7773 - mean_absolute_error: 124.3516 - val_loss: 55666.9732 - val_mean_absolute_error: 209.8074 Epoch 1892/5000 148/148 [==============================] - 0s 27us/step - loss: 26795.3184 - mean_absolute_error: 124.2700 - val_loss: 55626.8822 - val_mean_absolute_error: 209.7068 Epoch 1893/5000 148/148 [==============================] - 0s 27us/step - loss: 26772.9043 - mean_absolute_error: 124.1885 - val_loss: 55586.8293 - val_mean_absolute_error: 209.6063 Epoch 1894/5000 148/148 [==============================] - 0s 27us/step - loss: 26750.5176 - mean_absolute_error: 124.1070 - val_loss: 55546.8305 - val_mean_absolute_error: 209.5058 Epoch 1895/5000 148/148 [==============================] - 0s 34us/step - loss: 26728.1660 - mean_absolute_error: 124.0256 - val_loss: 55506.8742 - val_mean_absolute_error: 209.4054 Epoch 1896/5000 148/148 [==============================] - 0s 27us/step - loss: 26705.8477 - mean_absolute_error: 123.9442 - val_loss: 55466.9564 - val_mean_absolute_error: 209.3050 Epoch 1897/5000 148/148 [==============================] - 0s 27us/step - loss: 26683.5625 - mean_absolute_error: 123.8628 - val_loss: 55427.0959 - val_mean_absolute_error: 209.2046 Epoch 1898/5000 148/148 [==============================] - 0s 20us/step - loss: 26661.3164 - mean_absolute_error: 123.7814 - val_loss: 55387.2785 - val_mean_absolute_error: 209.1043 Epoch 1899/5000 148/148 [==============================] - 0s 27us/step - loss: 26639.1016 - mean_absolute_error: 123.7001 - val_loss: 55347.4993 - val_mean_absolute_error: 209.0040 Epoch 1900/5000 148/148 [==============================] - 0s 34us/step - loss: 26616.9180 - mean_absolute_error: 123.6188 - val_loss: 55307.7703 - val_mean_absolute_error: 208.9037 Epoch 1901/5000 148/148 [==============================] - 0s 27us/step - loss: 26594.7695 - mean_absolute_error: 123.5376 - val_loss: 55268.0876 - val_mean_absolute_error: 208.8035 Epoch 1902/5000 148/148 [==============================] - 0s 34us/step - loss: 26572.6582 - mean_absolute_error: 123.4564 - val_loss: 55228.4589 - val_mean_absolute_error: 208.7033 Epoch 1903/5000 148/148 [==============================] - 0s 27us/step - loss: 26550.5820 - mean_absolute_error: 123.3752 - val_loss: 55188.8605 - val_mean_absolute_error: 208.6032 Epoch 1904/5000 148/148 [==============================] - 0s 27us/step - loss: 26528.5332 - mean_absolute_error: 123.2941 - val_loss: 55149.3245 - val_mean_absolute_error: 208.5031 Epoch 1905/5000 148/148 [==============================] - 0s 34us/step - loss: 26506.5273 - mean_absolute_error: 123.2130 - val_loss: 55109.8266 - val_mean_absolute_error: 208.4031 Epoch 1906/5000 148/148 [==============================] - 0s 27us/step - loss: 26484.5508 - mean_absolute_error: 123.1319 - val_loss: 55070.3751 - val_mean_absolute_error: 208.3033 Epoch 1907/5000 148/148 [==============================] - 0s 27us/step - loss: 26462.6094 - mean_absolute_error: 123.0508 - val_loss: 55030.9701 - val_mean_absolute_error: 208.2049 Epoch 1908/5000 148/148 [==============================] - 0s 34us/step - loss: 26440.7031 - mean_absolute_error: 122.9699 - val_loss: 54991.6148 - val_mean_absolute_error: 208.1066 Epoch 1909/5000 148/148 [==============================] - 0s 20us/step - loss: 26418.8281 - mean_absolute_error: 122.8889 - val_loss: 54952.3098 - val_mean_absolute_error: 208.0083 Epoch 1910/5000 148/148 [==============================] - 0s 20us/step - loss: 26396.9902 - mean_absolute_error: 122.8080 - val_loss: 54913.0470 - val_mean_absolute_error: 207.9100 Epoch 1911/5000 148/148 [==============================] - 0s 34us/step - loss: 26375.1855 - mean_absolute_error: 122.7271 - val_loss: 54873.8385 - val_mean_absolute_error: 207.8118 Epoch 1912/5000 148/148 [==============================] - 0s 27us/step - loss: 26353.4141 - mean_absolute_error: 122.6462 - val_loss: 54834.6646 - val_mean_absolute_error: 207.7136 Epoch 1913/5000 148/148 [==============================] - 0s 27us/step - loss: 26331.6758 - mean_absolute_error: 122.5654 - val_loss: 54795.5328 - val_mean_absolute_error: 207.6154 Epoch 1914/5000 148/148 [==============================] - 0s 27us/step - loss: 26309.9688 - mean_absolute_error: 122.4846 - val_loss: 54756.4631 - val_mean_absolute_error: 207.5174 Epoch 1915/5000 148/148 [==============================] - 0s 27us/step - loss: 26288.3027 - mean_absolute_error: 122.4039 - val_loss: 54717.4314 - val_mean_absolute_error: 207.4193 Epoch 1916/5000 148/148 [==============================] - 0s 27us/step - loss: 26266.6680 - mean_absolute_error: 122.3232 - val_loss: 54678.4465 - val_mean_absolute_error: 207.3213 Epoch 1917/5000 148/148 [==============================] - 0s 20us/step - loss: 26245.0664 - mean_absolute_error: 122.2425 - val_loss: 54639.5117 - val_mean_absolute_error: 207.2234 Epoch 1918/5000 148/148 [==============================] - 0s 34us/step - loss: 26223.4961 - mean_absolute_error: 122.1619 - val_loss: 54600.6225 - val_mean_absolute_error: 207.1254 Epoch 1919/5000 148/148 [==============================] - 0s 27us/step - loss: 26201.9648 - mean_absolute_error: 122.0813 - val_loss: 54561.7725 - val_mean_absolute_error: 207.0276 Epoch 1920/5000 148/148 [==============================] - 0s 34us/step - loss: 26180.4648 - mean_absolute_error: 122.0007 - val_loss: 54522.9765 - val_mean_absolute_error: 206.9297 Epoch 1921/5000 148/148 [==============================] - 0s 27us/step - loss: 26159.0000 - mean_absolute_error: 121.9202 - val_loss: 54484.2226 - val_mean_absolute_error: 206.8320 Epoch 1922/5000 148/148 [==============================] - 0s 27us/step - loss: 26137.5684 - mean_absolute_error: 121.8397 - val_loss: 54445.5225 - val_mean_absolute_error: 206.7342 Epoch 1923/5000 148/148 [==============================] - 0s 20us/step - loss: 26116.1680 - mean_absolute_error: 121.7592 - val_loss: 54406.8614 - val_mean_absolute_error: 206.6365 Epoch 1924/5000 148/148 [==============================] - 0s 20us/step - loss: 26094.8047 - mean_absolute_error: 121.6788 - val_loss: 54368.2462 - val_mean_absolute_error: 206.5389 Epoch 1925/5000 148/148 [==============================] - 0s 27us/step - loss: 26073.4707 - mean_absolute_error: 121.6002 - val_loss: 54329.6847 - val_mean_absolute_error: 206.4412 Epoch 1926/5000 148/148 [==============================] - 0s 27us/step - loss: 26052.1758 - mean_absolute_error: 121.5216 - val_loss: 54291.1625 - val_mean_absolute_error: 206.3437 Epoch 1927/5000 148/148 [==============================] - 0s 34us/step - loss: 26030.9141 - mean_absolute_error: 121.4431 - val_loss: 54252.6900 - val_mean_absolute_error: 206.2462 Epoch 1928/5000 148/148 [==============================] - 0s 34us/step - loss: 26009.6836 - mean_absolute_error: 121.3647 - val_loss: 54214.2637 - val_mean_absolute_error: 206.1487 Epoch 1929/5000 148/148 [==============================] - 0s 27us/step - loss: 25988.4883 - mean_absolute_error: 121.2863 - val_loss: 54175.8760 - val_mean_absolute_error: 206.0513 Epoch 1930/5000 148/148 [==============================] - 0s 20us/step - loss: 25967.3242 - mean_absolute_error: 121.2079 - val_loss: 54137.5038 - val_mean_absolute_error: 205.9538 Epoch 1931/5000 148/148 [==============================] - 0s 41us/step - loss: 25946.1953 - mean_absolute_error: 121.1296 - val_loss: 54099.1546 - val_mean_absolute_error: 205.8564 Epoch 1932/5000 148/148 [==============================] - 0s 34us/step - loss: 25925.0996 - mean_absolute_error: 121.0513 - val_loss: 54060.8519 - val_mean_absolute_error: 205.7590 Epoch 1933/5000 148/148 [==============================] - 0s 27us/step - loss: 25904.0410 - mean_absolute_error: 120.9731 - val_loss: 54022.5954 - val_mean_absolute_error: 205.6617 Epoch 1934/5000 148/148 [==============================] - 0s 27us/step - loss: 25883.0117 - mean_absolute_error: 120.8948 - val_loss: 53984.3923 - val_mean_absolute_error: 205.5644 Epoch 1935/5000 148/148 [==============================] - 0s 27us/step - loss: 25862.0176 - mean_absolute_error: 120.8167 - val_loss: 53946.2204 - val_mean_absolute_error: 205.4672 Epoch 1936/5000 148/148 [==============================] - 0s 20us/step - loss: 25841.0566 - mean_absolute_error: 120.7385 - val_loss: 53908.0798 - val_mean_absolute_error: 205.3700 Epoch 1937/5000 148/148 [==============================] - 0s 34us/step - loss: 25820.1289 - mean_absolute_error: 120.6604 - val_loss: 53869.9310 - val_mean_absolute_error: 205.2727 Epoch 1938/5000 148/148 [==============================] - 0s 34us/step - loss: 25799.2344 - mean_absolute_error: 120.5823 - val_loss: 53831.8285 - val_mean_absolute_error: 205.1755 Epoch 1939/5000 148/148 [==============================] - 0s 27us/step - loss: 25778.3750 - mean_absolute_error: 120.5043 - val_loss: 53793.7723 - val_mean_absolute_error: 205.0784 Epoch 1940/5000 148/148 [==============================] - 0s 34us/step - loss: 25757.5469 - mean_absolute_error: 120.4263 - val_loss: 53755.7623 - val_mean_absolute_error: 204.9813 Epoch 1941/5000 148/148 [==============================] - 0s 27us/step - loss: 25736.7539 - mean_absolute_error: 120.3483 - val_loss: 53717.8063 - val_mean_absolute_error: 204.8842 Epoch 1942/5000 148/148 [==============================] - 0s 34us/step - loss: 25715.9941 - mean_absolute_error: 120.2704 - val_loss: 53679.8890 - val_mean_absolute_error: 204.7872 Epoch 1943/5000 148/148 [==============================] - 0s 34us/step - loss: 25695.2695 - mean_absolute_error: 120.1925 - val_loss: 53642.0179 - val_mean_absolute_error: 204.6902 Epoch 1944/5000 148/148 [==============================] - 0s 20us/step - loss: 25674.5742 - mean_absolute_error: 120.1147 - val_loss: 53604.1929 - val_mean_absolute_error: 204.5933 Epoch 1945/5000 148/148 [==============================] - 0s 27us/step - loss: 25653.9160 - mean_absolute_error: 120.0368 - val_loss: 53566.4103 - val_mean_absolute_error: 204.4964 Epoch 1946/5000 148/148 [==============================] - 0s 20us/step - loss: 25633.2891 - mean_absolute_error: 119.9591 - val_loss: 53528.6778 - val_mean_absolute_error: 204.3996 Epoch 1947/5000 148/148 [==============================] - 0s 27us/step - loss: 25612.6934 - mean_absolute_error: 119.8813 - val_loss: 53490.9916 - val_mean_absolute_error: 204.3028 Epoch 1948/5000 148/148 [==============================] - 0s 27us/step - loss: 25592.1348 - mean_absolute_error: 119.8036 - val_loss: 53453.3516 - val_mean_absolute_error: 204.2060 Epoch 1949/5000 148/148 [==============================] - 0s 27us/step - loss: 25571.6094 - mean_absolute_error: 119.7260 - val_loss: 53415.7544 - val_mean_absolute_error: 204.1094 Epoch 1950/5000 148/148 [==============================] - 0s 27us/step - loss: 25551.1191 - mean_absolute_error: 119.6483 - val_loss: 53378.2069 - val_mean_absolute_error: 204.0127 Epoch 1951/5000 148/148 [==============================] - 0s 20us/step - loss: 25530.6562 - mean_absolute_error: 119.5707 - val_loss: 53340.7018 - val_mean_absolute_error: 203.9161 Epoch 1952/5000 148/148 [==============================] - 0s 34us/step - loss: 25510.2324 - mean_absolute_error: 119.4932 - val_loss: 53303.2468 - val_mean_absolute_error: 203.8195 Epoch 1953/5000 148/148 [==============================] - 0s 27us/step - loss: 25489.8398 - mean_absolute_error: 119.4157 - val_loss: 53265.8307 - val_mean_absolute_error: 203.7230 Epoch 1954/5000 148/148 [==============================] - 0s 34us/step - loss: 25469.4805 - mean_absolute_error: 119.3382 - val_loss: 53228.4682 - val_mean_absolute_error: 203.6266 Epoch 1955/5000 148/148 [==============================] - 0s 34us/step - loss: 25449.1562 - mean_absolute_error: 119.2608 - val_loss: 53191.1481 - val_mean_absolute_error: 203.5301 Epoch 1956/5000 148/148 [==============================] - 0s 27us/step - loss: 25428.8594 - mean_absolute_error: 119.1834 - val_loss: 53153.8747 - val_mean_absolute_error: 203.4337 Epoch 1957/5000 148/148 [==============================] - 0s 20us/step - loss: 25408.5977 - mean_absolute_error: 119.1060 - val_loss: 53116.6394 - val_mean_absolute_error: 203.3374 Epoch 1958/5000 148/148 [==============================] - 0s 27us/step - loss: 25388.3730 - mean_absolute_error: 119.0287 - val_loss: 53079.4619 - val_mean_absolute_error: 203.2412 Epoch 1959/5000 148/148 [==============================] - 0s 27us/step - loss: 25368.1777 - mean_absolute_error: 118.9514 - val_loss: 53042.3193 - val_mean_absolute_error: 203.1449 Epoch 1960/5000 148/148 [==============================] - 0s 27us/step - loss: 25348.0176 - mean_absolute_error: 118.8742 - val_loss: 53005.2306 - val_mean_absolute_error: 203.0487 Epoch 1961/5000 148/148 [==============================] - 0s 20us/step - loss: 25327.8887 - mean_absolute_error: 118.7970 - val_loss: 52968.1765 - val_mean_absolute_error: 202.9526 Epoch 1962/5000 148/148 [==============================] - 0s 41us/step - loss: 25307.7949 - mean_absolute_error: 118.7198 - val_loss: 52931.1762 - val_mean_absolute_error: 202.8565 Epoch 1963/5000 148/148 [==============================] - 0s 27us/step - loss: 25287.7305 - mean_absolute_error: 118.6427 - val_loss: 52894.2148 - val_mean_absolute_error: 202.7604 Epoch 1964/5000 148/148 [==============================] - 0s 27us/step - loss: 25267.7012 - mean_absolute_error: 118.5656 - val_loss: 52857.3111 - val_mean_absolute_error: 202.6644 Epoch 1965/5000 148/148 [==============================] - 0s 20us/step - loss: 25247.6992 - mean_absolute_error: 118.4885 - val_loss: 52820.4420 - val_mean_absolute_error: 202.5685 Epoch 1966/5000 148/148 [==============================] - 0s 27us/step - loss: 25227.7285 - mean_absolute_error: 118.4114 - val_loss: 52783.6193 - val_mean_absolute_error: 202.4725 Epoch 1967/5000 148/148 [==============================] - 0s 27us/step - loss: 25207.7930 - mean_absolute_error: 118.3344 - val_loss: 52746.8467 - val_mean_absolute_error: 202.3767 Epoch 1968/5000 148/148 [==============================] - 0s 27us/step - loss: 25187.8887 - mean_absolute_error: 118.2575 - val_loss: 52710.1162 - val_mean_absolute_error: 202.2808 Epoch 1969/5000 148/148 [==============================] - 0s 20us/step - loss: 25168.0156 - mean_absolute_error: 118.1805 - val_loss: 52673.4321 - val_mean_absolute_error: 202.1850 Epoch 1970/5000 148/148 [==============================] - 0s 27us/step - loss: 25148.1758 - mean_absolute_error: 118.1036 - val_loss: 52636.7905 - val_mean_absolute_error: 202.0893 Epoch 1971/5000 148/148 [==============================] - 0s 27us/step - loss: 25128.3672 - mean_absolute_error: 118.0267 - val_loss: 52600.1991 - val_mean_absolute_error: 201.9936 Epoch 1972/5000 148/148 [==============================] - 0s 34us/step - loss: 25108.5898 - mean_absolute_error: 117.9499 - val_loss: 52563.6421 - val_mean_absolute_error: 201.8979 Epoch 1973/5000 148/148 [==============================] - 0s 27us/step - loss: 25088.8457 - mean_absolute_error: 117.8731 - val_loss: 52527.1397 - val_mean_absolute_error: 201.8024 Epoch 1974/5000 148/148 [==============================] - 0s 27us/step - loss: 25069.1348 - mean_absolute_error: 117.7964 - val_loss: 52490.6791 - val_mean_absolute_error: 201.7068 Epoch 1975/5000 148/148 [==============================] - 0s 27us/step - loss: 25049.4570 - mean_absolute_error: 117.7197 - val_loss: 52454.2688 - val_mean_absolute_error: 201.6113 Epoch 1976/5000 148/148 [==============================] - 0s 34us/step - loss: 25029.8125 - mean_absolute_error: 117.6430 - val_loss: 52417.8968 - val_mean_absolute_error: 201.5158 Epoch 1977/5000 148/148 [==============================] - 0s 27us/step - loss: 25010.1973 - mean_absolute_error: 117.5663 - val_loss: 52381.5713 - val_mean_absolute_error: 201.4204 Epoch 1978/5000 148/148 [==============================] - 0s 27us/step - loss: 24990.6191 - mean_absolute_error: 117.4897 - val_loss: 52345.2918 - val_mean_absolute_error: 201.3250 Epoch 1979/5000 148/148 [==============================] - 0s 27us/step - loss: 24971.0684 - mean_absolute_error: 117.4132 - val_loss: 52309.0587 - val_mean_absolute_error: 201.2297 Epoch 1980/5000 148/148 [==============================] - 0s 20us/step - loss: 24951.5547 - mean_absolute_error: 117.3366 - val_loss: 52272.8760 - val_mean_absolute_error: 201.1345 Epoch 1981/5000 148/148 [==============================] - 0s 34us/step - loss: 24932.0703 - mean_absolute_error: 117.2602 - val_loss: 52236.7317 - val_mean_absolute_error: 201.0392 Epoch 1982/5000 148/148 [==============================] - 0s 34us/step - loss: 24912.6191 - mean_absolute_error: 117.1837 - val_loss: 52200.6335 - val_mean_absolute_error: 200.9440 Epoch 1983/5000 148/148 [==============================] - 0s 27us/step - loss: 24893.2031 - mean_absolute_error: 117.1073 - val_loss: 52164.5815 - val_mean_absolute_error: 200.8489 Epoch 1984/5000 148/148 [==============================] - 0s 20us/step - loss: 24873.8145 - mean_absolute_error: 117.0309 - val_loss: 52128.5720 - val_mean_absolute_error: 200.7538 Epoch 1985/5000 148/148 [==============================] - 0s 34us/step - loss: 24854.4629 - mean_absolute_error: 116.9546 - val_loss: 52092.6085 - val_mean_absolute_error: 200.6588 Epoch 1986/5000 148/148 [==============================] - 0s 20us/step - loss: 24835.1387 - mean_absolute_error: 116.8783 - val_loss: 52056.6881 - val_mean_absolute_error: 200.5638 Epoch 1987/5000 148/148 [==============================] - 0s 34us/step - loss: 24815.8516 - mean_absolute_error: 116.8021 - val_loss: 52020.8210 - val_mean_absolute_error: 200.4689 Epoch 1988/5000 148/148 [==============================] - 0s 34us/step - loss: 24796.5957 - mean_absolute_error: 116.7259 - val_loss: 51984.9886 - val_mean_absolute_error: 200.3740 Epoch 1989/5000 148/148 [==============================] - 0s 27us/step - loss: 24777.3691 - mean_absolute_error: 116.6497 - val_loss: 51949.2068 - val_mean_absolute_error: 200.2791 Epoch 1990/5000 148/148 [==============================] - 0s 27us/step - loss: 24758.1758 - mean_absolute_error: 116.5735 - val_loss: 51913.4673 - val_mean_absolute_error: 200.1843 Epoch 1991/5000 148/148 [==============================] - 0s 20us/step - loss: 24739.0195 - mean_absolute_error: 116.4974 - val_loss: 51877.7814 - val_mean_absolute_error: 200.0896 Epoch 1992/5000 148/148 [==============================] - 0s 20us/step - loss: 24719.8945 - mean_absolute_error: 116.4214 - val_loss: 51842.1301 - val_mean_absolute_error: 199.9949 Epoch 1993/5000 148/148 [==============================] - 0s 27us/step - loss: 24700.7988 - mean_absolute_error: 116.3454 - val_loss: 51806.5332 - val_mean_absolute_error: 199.9002 Epoch 1994/5000 148/148 [==============================] - 0s 27us/step - loss: 24681.7363 - mean_absolute_error: 116.2694 - val_loss: 51770.9749 - val_mean_absolute_error: 199.8056 Epoch 1995/5000 148/148 [==============================] - 0s 27us/step - loss: 24662.7090 - mean_absolute_error: 116.1935 - val_loss: 51735.4585 - val_mean_absolute_error: 199.7111 Epoch 1996/5000 148/148 [==============================] - 0s 34us/step - loss: 24643.7090 - mean_absolute_error: 116.1176 - val_loss: 51699.9846 - val_mean_absolute_error: 199.6166 Epoch 1997/5000 148/148 [==============================] - 0s 20us/step - loss: 24624.7422 - mean_absolute_error: 116.0417 - val_loss: 51664.5650 - val_mean_absolute_error: 199.5221 Epoch 1998/5000 148/148 [==============================] - 0s 34us/step - loss: 24605.8086 - mean_absolute_error: 115.9659 - val_loss: 51629.1801 - val_mean_absolute_error: 199.4277 Epoch 1999/5000 148/148 [==============================] - 0s 34us/step - loss: 24586.9062 - mean_absolute_error: 115.8901 - val_loss: 51593.8449 - val_mean_absolute_error: 199.3334 Epoch 2000/5000 148/148 [==============================] - 0s 27us/step - loss: 24568.0332 - mean_absolute_error: 115.8144 - val_loss: 51558.5559 - val_mean_absolute_error: 199.2390 Epoch 2001/5000 148/148 [==============================] - 0s 27us/step - loss: 24549.1934 - mean_absolute_error: 115.7387 - val_loss: 51523.2948 - val_mean_absolute_error: 199.1447 Epoch 2002/5000 148/148 [==============================] - 0s 27us/step - loss: 24530.3809 - mean_absolute_error: 115.6630 - val_loss: 51488.0714 - val_mean_absolute_error: 199.0505 Epoch 2003/5000 148/148 [==============================] - 0s 20us/step - loss: 24511.5957 - mean_absolute_error: 115.5880 - val_loss: 51452.8865 - val_mean_absolute_error: 198.9563 Epoch 2004/5000 148/148 [==============================] - 0s 34us/step - loss: 24492.8438 - mean_absolute_error: 115.5141 - val_loss: 51417.7444 - val_mean_absolute_error: 198.8621 Epoch 2005/5000 148/148 [==============================] - 0s 34us/step - loss: 24474.1211 - mean_absolute_error: 115.4402 - val_loss: 51382.6370 - val_mean_absolute_error: 198.7679 Epoch 2006/5000 148/148 [==============================] - 0s 27us/step - loss: 24455.4316 - mean_absolute_error: 115.3663 - val_loss: 51347.5754 - val_mean_absolute_error: 198.6738 Epoch 2007/5000 148/148 [==============================] - 0s 20us/step - loss: 24436.7715 - mean_absolute_error: 115.2925 - val_loss: 51312.5528 - val_mean_absolute_error: 198.5797 Epoch 2008/5000 148/148 [==============================] - 0s 20us/step - loss: 24418.1426 - mean_absolute_error: 115.2188 - val_loss: 51277.5685 - val_mean_absolute_error: 198.4857 Epoch 2009/5000 148/148 [==============================] - 0s 27us/step - loss: 24399.5449 - mean_absolute_error: 115.1451 - val_loss: 51242.6269 - val_mean_absolute_error: 198.3917 Epoch 2010/5000 148/148 [==============================] - 0s 27us/step - loss: 24380.9805 - mean_absolute_error: 115.0714 - val_loss: 51207.7235 - val_mean_absolute_error: 198.2977 Epoch 2011/5000 148/148 [==============================] - 0s 27us/step - loss: 24362.4434 - mean_absolute_error: 114.9978 - val_loss: 51172.8624 - val_mean_absolute_error: 198.2038 Epoch 2012/5000 148/148 [==============================] - 0s 34us/step - loss: 24343.9375 - mean_absolute_error: 114.9241 - val_loss: 51138.0481 - val_mean_absolute_error: 198.1100 Epoch 2013/5000 148/148 [==============================] - 0s 20us/step - loss: 24325.4629 - mean_absolute_error: 114.8506 - val_loss: 51103.2679 - val_mean_absolute_error: 198.0161 Epoch 2014/5000 148/148 [==============================] - 0s 20us/step - loss: 24307.0215 - mean_absolute_error: 114.7771 - val_loss: 51068.5346 - val_mean_absolute_error: 197.9224 Epoch 2015/5000 148/148 [==============================] - 0s 34us/step - loss: 24288.6133 - mean_absolute_error: 114.7036 - val_loss: 51033.8430 - val_mean_absolute_error: 197.8286 Epoch 2016/5000 148/148 [==============================] - 0s 20us/step - loss: 24270.2324 - mean_absolute_error: 114.6301 - val_loss: 50999.1979 - val_mean_absolute_error: 197.7350 Epoch 2017/5000 148/148 [==============================] - 0s 27us/step - loss: 24251.8828 - mean_absolute_error: 114.5567 - val_loss: 50964.5954 - val_mean_absolute_error: 197.6413 Epoch 2018/5000 148/148 [==============================] - 0s 34us/step - loss: 24233.5684 - mean_absolute_error: 114.4834 - val_loss: 50930.0390 - val_mean_absolute_error: 197.5477 Epoch 2019/5000 148/148 [==============================] - 0s 34us/step - loss: 24215.2812 - mean_absolute_error: 114.4101 - val_loss: 50895.5174 - val_mean_absolute_error: 197.4542 Epoch 2020/5000 148/148 [==============================] - 0s 20us/step - loss: 24197.0312 - mean_absolute_error: 114.3368 - val_loss: 50861.0417 - val_mean_absolute_error: 197.3607 Epoch 2021/5000 148/148 [==============================] - 0s 27us/step - loss: 24178.8086 - mean_absolute_error: 114.2635 - val_loss: 50826.6128 - val_mean_absolute_error: 197.2672 Epoch 2022/5000 148/148 [==============================] - 0s 34us/step - loss: 24160.6191 - mean_absolute_error: 114.1904 - val_loss: 50792.2182 - val_mean_absolute_error: 197.1738 Epoch 2023/5000 148/148 [==============================] - 0s 27us/step - loss: 24142.4590 - mean_absolute_error: 114.1172 - val_loss: 50757.8740 - val_mean_absolute_error: 197.0805 Epoch 2024/5000 148/148 [==============================] - 0s 27us/step - loss: 24124.3340 - mean_absolute_error: 114.0441 - val_loss: 50723.5755 - val_mean_absolute_error: 196.9872 Epoch 2025/5000 148/148 [==============================] - 0s 27us/step - loss: 24106.2383 - mean_absolute_error: 113.9710 - val_loss: 50689.3122 - val_mean_absolute_error: 196.8939 Epoch 2026/5000 148/148 [==============================] - 0s 20us/step - loss: 24088.1738 - mean_absolute_error: 113.8979 - val_loss: 50655.1028 - val_mean_absolute_error: 196.8007 Epoch 2027/5000 148/148 [==============================] - 0s 27us/step - loss: 24070.1387 - mean_absolute_error: 113.8250 - val_loss: 50620.9358 - val_mean_absolute_error: 196.7076 Epoch 2028/5000 148/148 [==============================] - 0s 27us/step - loss: 24052.1406 - mean_absolute_error: 113.7520 - val_loss: 50586.8070 - val_mean_absolute_error: 196.6145 Epoch 2029/5000 148/148 [==============================] - 0s 34us/step - loss: 24034.1699 - mean_absolute_error: 113.6791 - val_loss: 50552.7248 - val_mean_absolute_error: 196.5215 Epoch 2030/5000 148/148 [==============================] - 0s 34us/step - loss: 24016.2344 - mean_absolute_error: 113.6062 - val_loss: 50518.6811 - val_mean_absolute_error: 196.4285 Epoch 2031/5000 148/148 [==============================] - 0s 34us/step - loss: 23998.3223 - mean_absolute_error: 113.5334 - val_loss: 50484.6837 - val_mean_absolute_error: 196.3355 Epoch 2032/5000 148/148 [==============================] - 0s 27us/step - loss: 23980.4512 - mean_absolute_error: 113.4606 - val_loss: 50450.7322 - val_mean_absolute_error: 196.2426 Epoch 2033/5000 148/148 [==============================] - 0s 27us/step - loss: 23962.6055 - mean_absolute_error: 113.3878 - val_loss: 50416.8234 - val_mean_absolute_error: 196.1497 Epoch 2034/5000 148/148 [==============================] - 0s 34us/step - loss: 23944.7930 - mean_absolute_error: 113.3151 - val_loss: 50382.9573 - val_mean_absolute_error: 196.0569 Epoch 2035/5000 148/148 [==============================] - 0s 27us/step - loss: 23927.0156 - mean_absolute_error: 113.2424 - val_loss: 50349.1331 - val_mean_absolute_error: 195.9642 Epoch 2036/5000 148/148 [==============================] - 0s 27us/step - loss: 23909.2676 - mean_absolute_error: 113.1698 - val_loss: 50315.3593 - val_mean_absolute_error: 195.8715 Epoch 2037/5000 148/148 [==============================] - 0s 27us/step - loss: 23891.5469 - mean_absolute_error: 113.0972 - val_loss: 50281.6235 - val_mean_absolute_error: 195.7789 Epoch 2038/5000 148/148 [==============================] - 0s 27us/step - loss: 23873.8574 - mean_absolute_error: 113.0247 - val_loss: 50247.9385 - val_mean_absolute_error: 195.6863 Epoch 2039/5000 148/148 [==============================] - 0s 27us/step - loss: 23856.2031 - mean_absolute_error: 112.9522 - val_loss: 50214.2880 - val_mean_absolute_error: 195.5937 Epoch 2040/5000 148/148 [==============================] - 0s 34us/step - loss: 23838.5820 - mean_absolute_error: 112.8797 - val_loss: 50180.6835 - val_mean_absolute_error: 195.5012 Epoch 2041/5000 148/148 [==============================] - 0s 27us/step - loss: 23820.9883 - mean_absolute_error: 112.8073 - val_loss: 50147.1217 - val_mean_absolute_error: 195.4088 Epoch 2042/5000 148/148 [==============================] - 0s 34us/step - loss: 23803.4258 - mean_absolute_error: 112.7349 - val_loss: 50113.6099 - val_mean_absolute_error: 195.3164 Epoch 2043/5000 148/148 [==============================] - 0s 27us/step - loss: 23785.8945 - mean_absolute_error: 112.6626 - val_loss: 50080.1288 - val_mean_absolute_error: 195.2240 Epoch 2044/5000 148/148 [==============================] - 0s 27us/step - loss: 23768.3945 - mean_absolute_error: 112.5902 - val_loss: 50046.7018 - val_mean_absolute_error: 195.1317 Epoch 2045/5000 148/148 [==============================] - 0s 27us/step - loss: 23750.9238 - mean_absolute_error: 112.5180 - val_loss: 50013.3170 - val_mean_absolute_error: 195.0395 Epoch 2046/5000 148/148 [==============================] - 0s 27us/step - loss: 23733.4863 - mean_absolute_error: 112.4457 - val_loss: 49979.9709 - val_mean_absolute_error: 194.9473 Epoch 2047/5000 148/148 [==============================] - 0s 27us/step - loss: 23716.0820 - mean_absolute_error: 112.3736 - val_loss: 49946.6750 - val_mean_absolute_error: 194.8552 Epoch 2048/5000 148/148 [==============================] - 0s 27us/step - loss: 23698.7070 - mean_absolute_error: 112.3014 - val_loss: 49913.4215 - val_mean_absolute_error: 194.7631 Epoch 2049/5000 148/148 [==============================] - 0s 34us/step - loss: 23681.3613 - mean_absolute_error: 112.2293 - val_loss: 49880.2103 - val_mean_absolute_error: 194.6711 Epoch 2050/5000 148/148 [==============================] - 0s 27us/step - loss: 23664.0488 - mean_absolute_error: 112.1573 - val_loss: 49847.0416 - val_mean_absolute_error: 194.5791 Epoch 2051/5000 148/148 [==============================] - 0s 27us/step - loss: 23646.7695 - mean_absolute_error: 112.0853 - val_loss: 49813.9075 - val_mean_absolute_error: 194.4872 Epoch 2052/5000 148/148 [==============================] - 0s 27us/step - loss: 23629.5176 - mean_absolute_error: 112.0148 - val_loss: 49780.8308 - val_mean_absolute_error: 194.3953 Epoch 2053/5000 148/148 [==============================] - 0s 27us/step - loss: 23612.2949 - mean_absolute_error: 111.9455 - val_loss: 49747.7895 - val_mean_absolute_error: 194.3035 Epoch 2054/5000 148/148 [==============================] - 0s 27us/step - loss: 23595.1055 - mean_absolute_error: 111.8763 - val_loss: 49714.7982 - val_mean_absolute_error: 194.2117 Epoch 2055/5000 148/148 [==============================] - 0s 27us/step - loss: 23577.9473 - mean_absolute_error: 111.8071 - val_loss: 49681.8453 - val_mean_absolute_error: 194.1200 Epoch 2056/5000 148/148 [==============================] - 0s 34us/step - loss: 23560.8223 - mean_absolute_error: 111.7379 - val_loss: 49648.9305 - val_mean_absolute_error: 194.0283 Epoch 2057/5000 148/148 [==============================] - 0s 27us/step - loss: 23543.7266 - mean_absolute_error: 111.6688 - val_loss: 49616.0703 - val_mean_absolute_error: 193.9367 Epoch 2058/5000 148/148 [==============================] - 0s 27us/step - loss: 23526.6562 - mean_absolute_error: 111.5997 - val_loss: 49583.2484 - val_mean_absolute_error: 193.8452 Epoch 2059/5000 148/148 [==============================] - 0s 27us/step - loss: 23509.6230 - mean_absolute_error: 111.5306 - val_loss: 49550.4690 - val_mean_absolute_error: 193.7537 Epoch 2060/5000 148/148 [==============================] - 0s 27us/step - loss: 23492.6191 - mean_absolute_error: 111.4616 - val_loss: 49517.7278 - val_mean_absolute_error: 193.6622 Epoch 2061/5000 148/148 [==============================] - 0s 34us/step - loss: 23475.6445 - mean_absolute_error: 111.3926 - val_loss: 49485.0331 - val_mean_absolute_error: 193.5708 Epoch 2062/5000 148/148 [==============================] - 0s 27us/step - loss: 23458.7012 - mean_absolute_error: 111.3237 - val_loss: 49452.3926 - val_mean_absolute_error: 193.4795 Epoch 2063/5000 148/148 [==============================] - 0s 20us/step - loss: 23441.7891 - mean_absolute_error: 111.2548 - val_loss: 49419.7827 - val_mean_absolute_error: 193.3882 Epoch 2064/5000 148/148 [==============================] - 0s 27us/step - loss: 23424.9062 - mean_absolute_error: 111.1860 - val_loss: 49387.2189 - val_mean_absolute_error: 193.2969 Epoch 2065/5000 148/148 [==============================] - 0s 27us/step - loss: 23408.0566 - mean_absolute_error: 111.1172 - val_loss: 49354.7015 - val_mean_absolute_error: 193.2058 Epoch 2066/5000 148/148 [==============================] - 0s 27us/step - loss: 23391.2363 - mean_absolute_error: 111.0484 - val_loss: 49322.2226 - val_mean_absolute_error: 193.1146 Epoch 2067/5000 148/148 [==============================] - 0s 27us/step - loss: 23374.4492 - mean_absolute_error: 110.9797 - val_loss: 49289.7939 - val_mean_absolute_error: 193.0236 Epoch 2068/5000 148/148 [==============================] - 0s 27us/step - loss: 23357.6895 - mean_absolute_error: 110.9110 - val_loss: 49257.4041 - val_mean_absolute_error: 192.9325 Epoch 2069/5000 148/148 [==============================] - 0s 27us/step - loss: 23340.9609 - mean_absolute_error: 110.8424 - val_loss: 49225.0563 - val_mean_absolute_error: 192.8415 Epoch 2070/5000 148/148 [==============================] - 0s 27us/step - loss: 23324.2617 - mean_absolute_error: 110.7738 - val_loss: 49192.7466 - val_mean_absolute_error: 192.7506 Epoch 2071/5000 148/148 [==============================] - 0s 34us/step - loss: 23307.5957 - mean_absolute_error: 110.7052 - val_loss: 49160.4874 - val_mean_absolute_error: 192.6598 Epoch 2072/5000 148/148 [==============================] - 0s 27us/step - loss: 23290.9570 - mean_absolute_error: 110.6367 - val_loss: 49128.2668 - val_mean_absolute_error: 192.5690 Epoch 2073/5000 148/148 [==============================] - 0s 27us/step - loss: 23274.3516 - mean_absolute_error: 110.5682 - val_loss: 49096.0965 - val_mean_absolute_error: 192.4782 Epoch 2074/5000 148/148 [==============================] - 0s 41us/step - loss: 23257.7754 - mean_absolute_error: 110.4998 - val_loss: 49063.9531 - val_mean_absolute_error: 192.3875 Epoch 2075/5000 148/148 [==============================] - 0s 34us/step - loss: 23241.2324 - mean_absolute_error: 110.4314 - val_loss: 49031.8674 - val_mean_absolute_error: 192.2969 Epoch 2076/5000 148/148 [==============================] - 0s 34us/step - loss: 23224.7168 - mean_absolute_error: 110.3630 - val_loss: 48999.8202 - val_mean_absolute_error: 192.2063 Epoch 2077/5000 148/148 [==============================] - 0s 41us/step - loss: 23208.2324 - mean_absolute_error: 110.2947 - val_loss: 48967.8193 - val_mean_absolute_error: 192.1157 Epoch 2078/5000 148/148 [==============================] - 0s 27us/step - loss: 23191.7773 - mean_absolute_error: 110.2264 - val_loss: 48935.8571 - val_mean_absolute_error: 192.0252 Epoch 2079/5000 148/148 [==============================] - 0s 27us/step - loss: 23175.3535 - mean_absolute_error: 110.1582 - val_loss: 48903.9367 - val_mean_absolute_error: 191.9348 Epoch 2080/5000 148/148 [==============================] - 0s 34us/step - loss: 23158.9570 - mean_absolute_error: 110.0900 - val_loss: 48872.0593 - val_mean_absolute_error: 191.8444 Epoch 2081/5000 148/148 [==============================] - 0s 34us/step - loss: 23142.5918 - mean_absolute_error: 110.0218 - val_loss: 48840.2279 - val_mean_absolute_error: 191.7541 Epoch 2082/5000 148/148 [==============================] - 0s 27us/step - loss: 23126.2559 - mean_absolute_error: 109.9537 - val_loss: 48808.4274 - val_mean_absolute_error: 191.6638 Epoch 2083/5000 148/148 [==============================] - 0s 27us/step - loss: 23109.9551 - mean_absolute_error: 109.8856 - val_loss: 48776.6847 - val_mean_absolute_error: 191.5736 Epoch 2084/5000 148/148 [==============================] - 0s 20us/step - loss: 23093.6797 - mean_absolute_error: 109.8176 - val_loss: 48744.9771 - val_mean_absolute_error: 191.4835 Epoch 2085/5000 148/148 [==============================] - 0s 34us/step - loss: 23077.4375 - mean_absolute_error: 109.7496 - val_loss: 48713.3153 - val_mean_absolute_error: 191.3934 Epoch 2086/5000 148/148 [==============================] - 0s 27us/step - loss: 23061.2227 - mean_absolute_error: 109.6817 - val_loss: 48681.6959 - val_mean_absolute_error: 191.3033 Epoch 2087/5000 148/148 [==============================] - 0s 27us/step - loss: 23045.0391 - mean_absolute_error: 109.6138 - val_loss: 48650.1190 - val_mean_absolute_error: 191.2133 Epoch 2088/5000 148/148 [==============================] - 0s 20us/step - loss: 23028.8848 - mean_absolute_error: 109.5459 - val_loss: 48618.5805 - val_mean_absolute_error: 191.1234 Epoch 2089/5000 148/148 [==============================] - 0s 20us/step - loss: 23012.7598 - mean_absolute_error: 109.4792 - val_loss: 48587.0885 - val_mean_absolute_error: 191.0335 Epoch 2090/5000 148/148 [==============================] - 0s 27us/step - loss: 22996.6680 - mean_absolute_error: 109.4139 - val_loss: 48555.6390 - val_mean_absolute_error: 190.9437 Epoch 2091/5000 148/148 [==============================] - 0s 20us/step - loss: 22980.6055 - mean_absolute_error: 109.3487 - val_loss: 48524.2239 - val_mean_absolute_error: 190.8539 Epoch 2092/5000 148/148 [==============================] - 0s 20us/step - loss: 22964.5684 - mean_absolute_error: 109.2835 - val_loss: 48492.8589 - val_mean_absolute_error: 190.7642 Epoch 2093/5000 148/148 [==============================] - 0s 27us/step - loss: 22948.5625 - mean_absolute_error: 109.2184 - val_loss: 48461.5401 - val_mean_absolute_error: 190.6745 Epoch 2094/5000 148/148 [==============================] - 0s 34us/step - loss: 22932.5898 - mean_absolute_error: 109.1533 - val_loss: 48430.2524 - val_mean_absolute_error: 190.5848 Epoch 2095/5000 148/148 [==============================] - 0s 27us/step - loss: 22916.6426 - mean_absolute_error: 109.0883 - val_loss: 48399.0107 - val_mean_absolute_error: 190.4953 Epoch 2096/5000 148/148 [==============================] - 0s 27us/step - loss: 22900.7266 - mean_absolute_error: 109.0233 - val_loss: 48367.8155 - val_mean_absolute_error: 190.4058 Epoch 2097/5000 148/148 [==============================] - 0s 20us/step - loss: 22884.8418 - mean_absolute_error: 108.9583 - val_loss: 48336.6586 - val_mean_absolute_error: 190.3163 Epoch 2098/5000 148/148 [==============================] - 0s 41us/step - loss: 22868.9863 - mean_absolute_error: 108.8933 - val_loss: 48305.5403 - val_mean_absolute_error: 190.2269 Epoch 2099/5000 148/148 [==============================] - 0s 27us/step - loss: 22853.1621 - mean_absolute_error: 108.8284 - val_loss: 48274.4528 - val_mean_absolute_error: 190.1376 Epoch 2100/5000 148/148 [==============================] - 0s 20us/step - loss: 22837.3633 - mean_absolute_error: 108.7636 - val_loss: 48243.4000 - val_mean_absolute_error: 190.0483 Epoch 2101/5000 148/148 [==============================] - 0s 27us/step - loss: 22821.5938 - mean_absolute_error: 108.6988 - val_loss: 48212.3979 - val_mean_absolute_error: 189.9590 Epoch 2102/5000 148/148 [==============================] - 0s 27us/step - loss: 22805.8594 - mean_absolute_error: 108.6340 - val_loss: 48181.4378 - val_mean_absolute_error: 189.8698 Epoch 2103/5000 148/148 [==============================] - 0s 20us/step - loss: 22790.1504 - mean_absolute_error: 108.5696 - val_loss: 48150.4968 - val_mean_absolute_error: 189.7806 Epoch 2104/5000 148/148 [==============================] - 0s 27us/step - loss: 22774.4707 - mean_absolute_error: 108.5068 - val_loss: 48119.6020 - val_mean_absolute_error: 189.6915 Epoch 2105/5000 148/148 [==============================] - 0s 27us/step - loss: 22758.8242 - mean_absolute_error: 108.4440 - val_loss: 48088.7419 - val_mean_absolute_error: 189.6024 Epoch 2106/5000 148/148 [==============================] - 0s 27us/step - loss: 22743.2051 - mean_absolute_error: 108.3813 - val_loss: 48057.9244 - val_mean_absolute_error: 189.5134 Epoch 2107/5000 148/148 [==============================] - 0s 27us/step - loss: 22727.6133 - mean_absolute_error: 108.3186 - val_loss: 48027.1529 - val_mean_absolute_error: 189.4244 Epoch 2108/5000 148/148 [==============================] - 0s 27us/step - loss: 22712.0527 - mean_absolute_error: 108.2560 - val_loss: 47996.4202 - val_mean_absolute_error: 189.3355 Epoch 2109/5000 148/148 [==============================] - 0s 27us/step - loss: 22696.5215 - mean_absolute_error: 108.1934 - val_loss: 47965.7297 - val_mean_absolute_error: 189.2466 Epoch 2110/5000 148/148 [==============================] - 0s 27us/step - loss: 22681.0195 - mean_absolute_error: 108.1308 - val_loss: 47935.0858 - val_mean_absolute_error: 189.1578 Epoch 2111/5000 148/148 [==============================] - 0s 34us/step - loss: 22665.5488 - mean_absolute_error: 108.0683 - val_loss: 47904.4878 - val_mean_absolute_error: 189.0691 Epoch 2112/5000 148/148 [==============================] - 0s 27us/step - loss: 22650.1035 - mean_absolute_error: 108.0058 - val_loss: 47873.9206 - val_mean_absolute_error: 188.9804 Epoch 2113/5000 148/148 [==============================] - 0s 34us/step - loss: 22634.6875 - mean_absolute_error: 107.9433 - val_loss: 47843.3960 - val_mean_absolute_error: 188.8917 Epoch 2114/5000 148/148 [==============================] - 0s 27us/step - loss: 22619.3047 - mean_absolute_error: 107.8809 - val_loss: 47812.9177 - val_mean_absolute_error: 188.8032 Epoch 2115/5000 148/148 [==============================] - 0s 27us/step - loss: 22603.9473 - mean_absolute_error: 107.8186 - val_loss: 47782.4739 - val_mean_absolute_error: 188.7146 Epoch 2116/5000 148/148 [==============================] - 0s 34us/step - loss: 22588.6211 - mean_absolute_error: 107.7562 - val_loss: 47752.0882 - val_mean_absolute_error: 188.6262 Epoch 2117/5000 148/148 [==============================] - 0s 34us/step - loss: 22573.3281 - mean_absolute_error: 107.6940 - val_loss: 47721.7292 - val_mean_absolute_error: 188.5378 Epoch 2118/5000 148/148 [==============================] - 0s 20us/step - loss: 22558.0547 - mean_absolute_error: 107.6317 - val_loss: 47691.4125 - val_mean_absolute_error: 188.4494 Epoch 2119/5000 148/148 [==============================] - 0s 27us/step - loss: 22542.8184 - mean_absolute_error: 107.5695 - val_loss: 47661.1423 - val_mean_absolute_error: 188.3611 Epoch 2120/5000 148/148 [==============================] - 0s 27us/step - loss: 22527.6055 - mean_absolute_error: 107.5073 - val_loss: 47630.9068 - val_mean_absolute_error: 188.2729 Epoch 2121/5000 148/148 [==============================] - 0s 20us/step - loss: 22512.4219 - mean_absolute_error: 107.4452 - val_loss: 47600.7216 - val_mean_absolute_error: 188.1847 Epoch 2122/5000 148/148 [==============================] - 0s 27us/step - loss: 22497.2695 - mean_absolute_error: 107.3831 - val_loss: 47570.5706 - val_mean_absolute_error: 188.0966 Epoch 2123/5000 148/148 [==============================] - 0s 27us/step - loss: 22482.1465 - mean_absolute_error: 107.3210 - val_loss: 47540.4582 - val_mean_absolute_error: 188.0085 Epoch 2124/5000 148/148 [==============================] - 0s 27us/step - loss: 22467.0508 - mean_absolute_error: 107.2590 - val_loss: 47510.3998 - val_mean_absolute_error: 187.9205 Epoch 2125/5000 148/148 [==============================] - 0s 27us/step - loss: 22451.9844 - mean_absolute_error: 107.1970 - val_loss: 47480.3497 - val_mean_absolute_error: 187.8325 Epoch 2126/5000 148/148 [==============================] - 0s 27us/step - loss: 22436.9473 - mean_absolute_error: 107.1351 - val_loss: 47450.3298 - val_mean_absolute_error: 187.7445 Epoch 2127/5000 148/148 [==============================] - 0s 27us/step - loss: 22421.9395 - mean_absolute_error: 107.0732 - val_loss: 47420.3448 - val_mean_absolute_error: 187.6567 Epoch 2128/5000 148/148 [==============================] - 0s 41us/step - loss: 22406.9590 - mean_absolute_error: 107.0114 - val_loss: 47390.4062 - val_mean_absolute_error: 187.5688 Epoch 2129/5000 148/148 [==============================] - 0s 34us/step - loss: 22392.0117 - mean_absolute_error: 106.9496 - val_loss: 47360.5020 - val_mean_absolute_error: 187.4810 Epoch 2130/5000 148/148 [==============================] - 0s 27us/step - loss: 22377.0879 - mean_absolute_error: 106.8878 - val_loss: 47330.6401 - val_mean_absolute_error: 187.3933 Epoch 2131/5000 148/148 [==============================] - 0s 20us/step - loss: 22362.1934 - mean_absolute_error: 106.8260 - val_loss: 47300.8129 - val_mean_absolute_error: 187.3056 Epoch 2132/5000 148/148 [==============================] - 0s 27us/step - loss: 22347.3262 - mean_absolute_error: 106.7643 - val_loss: 47271.0442 - val_mean_absolute_error: 187.2187 Epoch 2133/5000 148/148 [==============================] - 0s 27us/step - loss: 22332.4922 - mean_absolute_error: 106.7027 - val_loss: 47241.3056 - val_mean_absolute_error: 187.1319 Epoch 2134/5000 148/148 [==============================] - 0s 34us/step - loss: 22317.6855 - mean_absolute_error: 106.6411 - val_loss: 47211.6097 - val_mean_absolute_error: 187.0451 Epoch 2135/5000 148/148 [==============================] - 0s 27us/step - loss: 22302.9023 - mean_absolute_error: 106.5795 - val_loss: 47181.9525 - val_mean_absolute_error: 186.9585 Epoch 2136/5000 148/148 [==============================] - 0s 27us/step - loss: 22288.1543 - mean_absolute_error: 106.5180 - val_loss: 47152.2949 - val_mean_absolute_error: 186.8718 Epoch 2137/5000 148/148 [==============================] - 0s 20us/step - loss: 22273.4316 - mean_absolute_error: 106.4565 - val_loss: 47122.6566 - val_mean_absolute_error: 186.7851 Epoch 2138/5000 148/148 [==============================] - 0s 34us/step - loss: 22258.7383 - mean_absolute_error: 106.3950 - val_loss: 47093.0495 - val_mean_absolute_error: 186.6985 Epoch 2139/5000 148/148 [==============================] - 0s 27us/step - loss: 22244.0684 - mean_absolute_error: 106.3336 - val_loss: 47063.4923 - val_mean_absolute_error: 186.6120 Epoch 2140/5000 148/148 [==============================] - 0s 27us/step - loss: 22229.4355 - mean_absolute_error: 106.2722 - val_loss: 47033.9736 - val_mean_absolute_error: 186.5255 Epoch 2141/5000 148/148 [==============================] - 0s 34us/step - loss: 22214.8281 - mean_absolute_error: 106.2109 - val_loss: 47004.4938 - val_mean_absolute_error: 186.4391 Epoch 2142/5000 148/148 [==============================] - 0s 27us/step - loss: 22200.2480 - mean_absolute_error: 106.1496 - val_loss: 46975.0481 - val_mean_absolute_error: 186.3527 Epoch 2143/5000 148/148 [==============================] - 0s 20us/step - loss: 22185.6934 - mean_absolute_error: 106.0884 - val_loss: 46945.6607 - val_mean_absolute_error: 186.2664 Epoch 2144/5000 148/148 [==============================] - 0s 27us/step - loss: 22171.1738 - mean_absolute_error: 106.0272 - val_loss: 46916.2999 - val_mean_absolute_error: 186.1801 Epoch 2145/5000 148/148 [==============================] - 0s 27us/step - loss: 22156.6758 - mean_absolute_error: 105.9660 - val_loss: 46886.9853 - val_mean_absolute_error: 186.0939 Epoch 2146/5000 148/148 [==============================] - 0s 27us/step - loss: 22142.2090 - mean_absolute_error: 105.9049 - val_loss: 46857.7099 - val_mean_absolute_error: 186.0078 Epoch 2147/5000 148/148 [==============================] - 0s 27us/step - loss: 22127.7695 - mean_absolute_error: 105.8438 - val_loss: 46828.4724 - val_mean_absolute_error: 185.9217 Epoch 2148/5000 148/148 [==============================] - 0s 41us/step - loss: 22113.3574 - mean_absolute_error: 105.7827 - val_loss: 46799.2816 - val_mean_absolute_error: 185.8357 Epoch 2149/5000 148/148 [==============================] - 0s 27us/step - loss: 22098.9785 - mean_absolute_error: 105.7217 - val_loss: 46770.1291 - val_mean_absolute_error: 185.7497 Epoch 2150/5000 148/148 [==============================] - 0s 27us/step - loss: 22084.6211 - mean_absolute_error: 105.6620 - val_loss: 46741.0153 - val_mean_absolute_error: 185.6638 Epoch 2151/5000 148/148 [==============================] - 0s 27us/step - loss: 22070.2969 - mean_absolute_error: 105.6024 - val_loss: 46711.9397 - val_mean_absolute_error: 185.5779 Epoch 2152/5000 148/148 [==============================] - 0s 27us/step - loss: 22055.9961 - mean_absolute_error: 105.5428 - val_loss: 46682.9065 - val_mean_absolute_error: 185.4922 Epoch 2153/5000 148/148 [==============================] - 0s 27us/step - loss: 22041.7246 - mean_absolute_error: 105.4833 - val_loss: 46653.9238 - val_mean_absolute_error: 185.4064 Epoch 2154/5000 148/148 [==============================] - 0s 27us/step - loss: 22027.4844 - mean_absolute_error: 105.4239 - val_loss: 46624.9638 - val_mean_absolute_error: 185.3207 Epoch 2155/5000 148/148 [==============================] - 0s 34us/step - loss: 22013.2676 - mean_absolute_error: 105.3645 - val_loss: 46596.0660 - val_mean_absolute_error: 185.2367 Epoch 2156/5000 148/148 [==============================] - 0s 20us/step - loss: 21999.0820 - mean_absolute_error: 105.3051 - val_loss: 46567.1872 - val_mean_absolute_error: 185.1535 Epoch 2157/5000 148/148 [==============================] - 0s 27us/step - loss: 21984.9199 - mean_absolute_error: 105.2458 - val_loss: 46538.3664 - val_mean_absolute_error: 185.0703 Epoch 2158/5000 148/148 [==============================] - 0s 27us/step - loss: 21970.7910 - mean_absolute_error: 105.1865 - val_loss: 46509.5721 - val_mean_absolute_error: 184.9872 Epoch 2159/5000 148/148 [==============================] - 0s 27us/step - loss: 21956.6895 - mean_absolute_error: 105.1272 - val_loss: 46480.8283 - val_mean_absolute_error: 184.9041 Epoch 2160/5000 148/148 [==============================] - 0s 34us/step - loss: 21942.6113 - mean_absolute_error: 105.0680 - val_loss: 46452.1150 - val_mean_absolute_error: 184.8211 Epoch 2161/5000 148/148 [==============================] - 0s 27us/step - loss: 21928.5645 - mean_absolute_error: 105.0088 - val_loss: 46423.4522 - val_mean_absolute_error: 184.7381 Epoch 2162/5000 148/148 [==============================] - 0s 27us/step - loss: 21914.5430 - mean_absolute_error: 104.9496 - val_loss: 46394.8200 - val_mean_absolute_error: 184.6552 Epoch 2163/5000 148/148 [==============================] - 0s 27us/step - loss: 21900.5508 - mean_absolute_error: 104.8905 - val_loss: 46366.2381 - val_mean_absolute_error: 184.5723 Epoch 2164/5000 148/148 [==============================] - 0s 27us/step - loss: 21886.5879 - mean_absolute_error: 104.8315 - val_loss: 46337.6869 - val_mean_absolute_error: 184.4895 Epoch 2165/5000 148/148 [==============================] - 0s 27us/step - loss: 21872.6484 - mean_absolute_error: 104.7724 - val_loss: 46309.1821 - val_mean_absolute_error: 184.4068 Epoch 2166/5000 148/148 [==============================] - 0s 27us/step - loss: 21858.7402 - mean_absolute_error: 104.7135 - val_loss: 46280.7197 - val_mean_absolute_error: 184.3241 Epoch 2167/5000 148/148 [==============================] - 0s 41us/step - loss: 21844.8574 - mean_absolute_error: 104.6545 - val_loss: 46252.2839 - val_mean_absolute_error: 184.2415 Epoch 2168/5000 148/148 [==============================] - 0s 27us/step - loss: 21831.0020 - mean_absolute_error: 104.5956 - val_loss: 46223.9062 - val_mean_absolute_error: 184.1589 Epoch 2169/5000 148/148 [==============================] - 0s 27us/step - loss: 21817.1738 - mean_absolute_error: 104.5367 - val_loss: 46195.5514 - val_mean_absolute_error: 184.0764 Epoch 2170/5000 148/148 [==============================] - 0s 27us/step - loss: 21803.3750 - mean_absolute_error: 104.4779 - val_loss: 46167.2472 - val_mean_absolute_error: 183.9940 Epoch 2171/5000 148/148 [==============================] - 0s 34us/step - loss: 21789.5996 - mean_absolute_error: 104.4191 - val_loss: 46138.9809 - val_mean_absolute_error: 183.9116 Epoch 2172/5000 148/148 [==============================] - 0s 27us/step - loss: 21775.8555 - mean_absolute_error: 104.3603 - val_loss: 46110.7536 - val_mean_absolute_error: 183.8292 Epoch 2173/5000 148/148 [==============================] - 0s 34us/step - loss: 21762.1367 - mean_absolute_error: 104.3016 - val_loss: 46082.5690 - val_mean_absolute_error: 183.7469 Epoch 2174/5000 148/148 [==============================] - 0s 27us/step - loss: 21748.4473 - mean_absolute_error: 104.2430 - val_loss: 46054.4145 - val_mean_absolute_error: 183.6647 Epoch 2175/5000 148/148 [==============================] - 0s 27us/step - loss: 21734.7812 - mean_absolute_error: 104.1843 - val_loss: 46026.3105 - val_mean_absolute_error: 183.5825 Epoch 2176/5000 148/148 [==============================] - 0s 27us/step - loss: 21721.1484 - mean_absolute_error: 104.1257 - val_loss: 45998.2490 - val_mean_absolute_error: 183.5004 Epoch 2177/5000 148/148 [==============================] - 0s 27us/step - loss: 21707.5410 - mean_absolute_error: 104.0672 - val_loss: 45970.2140 - val_mean_absolute_error: 183.4184 Epoch 2178/5000 148/148 [==============================] - 0s 27us/step - loss: 21693.9551 - mean_absolute_error: 104.0087 - val_loss: 45942.2295 - val_mean_absolute_error: 183.3364 Epoch 2179/5000 148/148 [==============================] - 0s 27us/step - loss: 21680.4043 - mean_absolute_error: 103.9502 - val_loss: 45914.2756 - val_mean_absolute_error: 183.2544 Epoch 2180/5000 148/148 [==============================] - 0s 27us/step - loss: 21666.8711 - mean_absolute_error: 103.8917 - val_loss: 45886.3721 - val_mean_absolute_error: 183.1726 Epoch 2181/5000 148/148 [==============================] - 0s 20us/step - loss: 21653.3730 - mean_absolute_error: 103.8333 - val_loss: 45858.4994 - val_mean_absolute_error: 183.0908 Epoch 2182/5000 148/148 [==============================] - 0s 27us/step - loss: 21639.9004 - mean_absolute_error: 103.7750 - val_loss: 45830.6650 - val_mean_absolute_error: 183.0090 Epoch 2183/5000 148/148 [==============================] - 0s 27us/step - loss: 21626.4492 - mean_absolute_error: 103.7167 - val_loss: 45802.8809 - val_mean_absolute_error: 182.9273 Epoch 2184/5000 148/148 [==============================] - 0s 27us/step - loss: 21613.0312 - mean_absolute_error: 103.6584 - val_loss: 45775.1316 - val_mean_absolute_error: 182.8457 Epoch 2185/5000 148/148 [==============================] - 0s 27us/step - loss: 21599.6406 - mean_absolute_error: 103.6002 - val_loss: 45747.4169 - val_mean_absolute_error: 182.7641 Epoch 2186/5000 148/148 [==============================] - 0s 27us/step - loss: 21586.2734 - mean_absolute_error: 103.5420 - val_loss: 45719.7442 - val_mean_absolute_error: 182.6826 Epoch 2187/5000 148/148 [==============================] - 0s 27us/step - loss: 21572.9336 - mean_absolute_error: 103.4838 - val_loss: 45692.1104 - val_mean_absolute_error: 182.6011 Epoch 2188/5000 148/148 [==============================] - 0s 27us/step - loss: 21559.6230 - mean_absolute_error: 103.4257 - val_loss: 45664.5191 - val_mean_absolute_error: 182.5196 Epoch 2189/5000 148/148 [==============================] - 0s 27us/step - loss: 21546.3379 - mean_absolute_error: 103.3676 - val_loss: 45636.9622 - val_mean_absolute_error: 182.4383 Epoch 2190/5000 148/148 [==============================] - 0s 20us/step - loss: 21533.0781 - mean_absolute_error: 103.3096 - val_loss: 45609.4479 - val_mean_absolute_error: 182.3570 Epoch 2191/5000 148/148 [==============================] - 0s 34us/step - loss: 21519.8438 - mean_absolute_error: 103.2516 - val_loss: 45581.9760 - val_mean_absolute_error: 182.2758 Epoch 2192/5000 148/148 [==============================] - 0s 27us/step - loss: 21506.6426 - mean_absolute_error: 103.1936 - val_loss: 45554.5427 - val_mean_absolute_error: 182.1946 Epoch 2193/5000 148/148 [==============================] - 0s 20us/step - loss: 21493.4629 - mean_absolute_error: 103.1357 - val_loss: 45527.1400 - val_mean_absolute_error: 182.1135 Epoch 2194/5000 148/148 [==============================] - 0s 34us/step - loss: 21480.3086 - mean_absolute_error: 103.0778 - val_loss: 45499.7838 - val_mean_absolute_error: 182.0324 Epoch 2195/5000 148/148 [==============================] - 0s 20us/step - loss: 21467.1836 - mean_absolute_error: 103.0200 - val_loss: 45472.4660 - val_mean_absolute_error: 181.9514 Epoch 2196/5000 148/148 [==============================] - 0s 27us/step - loss: 21454.0840 - mean_absolute_error: 102.9622 - val_loss: 45445.1907 - val_mean_absolute_error: 181.8704 Epoch 2197/5000 148/148 [==============================] - 0s 34us/step - loss: 21441.0137 - mean_absolute_error: 102.9044 - val_loss: 45417.9381 - val_mean_absolute_error: 181.7895 Epoch 2198/5000 148/148 [==============================] - 0s 27us/step - loss: 21427.9668 - mean_absolute_error: 102.8467 - val_loss: 45390.7438 - val_mean_absolute_error: 181.7087 Epoch 2199/5000 148/148 [==============================] - 0s 34us/step - loss: 21414.9434 - mean_absolute_error: 102.7890 - val_loss: 45363.5802 - val_mean_absolute_error: 181.6280 Epoch 2200/5000 148/148 [==============================] - 0s 27us/step - loss: 21401.9531 - mean_absolute_error: 102.7314 - val_loss: 45336.4631 - val_mean_absolute_error: 181.5472 Epoch 2201/5000 148/148 [==============================] - 0s 27us/step - loss: 21388.9902 - mean_absolute_error: 102.6738 - val_loss: 45309.3767 - val_mean_absolute_error: 181.4666 Epoch 2202/5000 148/148 [==============================] - 0s 27us/step - loss: 21376.0488 - mean_absolute_error: 102.6162 - val_loss: 45282.3285 - val_mean_absolute_error: 181.3860 Epoch 2203/5000 148/148 [==============================] - 0s 27us/step - loss: 21363.1309 - mean_absolute_error: 102.5587 - val_loss: 45255.3230 - val_mean_absolute_error: 181.3054 Epoch 2204/5000 148/148 [==============================] - 0s 27us/step - loss: 21350.2441 - mean_absolute_error: 102.5013 - val_loss: 45228.3560 - val_mean_absolute_error: 181.2250 Epoch 2205/5000 148/148 [==============================] - 0s 27us/step - loss: 21337.3828 - mean_absolute_error: 102.4438 - val_loss: 45201.4315 - val_mean_absolute_error: 181.1446 Epoch 2206/5000 148/148 [==============================] - 0s 27us/step - loss: 21324.5488 - mean_absolute_error: 102.3864 - val_loss: 45174.5377 - val_mean_absolute_error: 181.0642 Epoch 2207/5000 148/148 [==============================] - 0s 27us/step - loss: 21311.7402 - mean_absolute_error: 102.3291 - val_loss: 45147.6902 - val_mean_absolute_error: 180.9839 Epoch 2208/5000 148/148 [==============================] - 0s 27us/step - loss: 21298.9590 - mean_absolute_error: 102.2718 - val_loss: 45120.8770 - val_mean_absolute_error: 180.9037 Epoch 2209/5000 148/148 [==============================] - 0s 41us/step - loss: 21286.2012 - mean_absolute_error: 102.2145 - val_loss: 45094.0989 - val_mean_absolute_error: 180.8235 Epoch 2210/5000 148/148 [==============================] - 0s 27us/step - loss: 21273.4668 - mean_absolute_error: 102.1586 - val_loss: 45067.3672 - val_mean_absolute_error: 180.7434 Epoch 2211/5000 148/148 [==============================] - 0s 27us/step - loss: 21260.7617 - mean_absolute_error: 102.1029 - val_loss: 45040.6700 - val_mean_absolute_error: 180.6633 Epoch 2212/5000 148/148 [==============================] - 0s 34us/step - loss: 21248.0859 - mean_absolute_error: 102.0472 - val_loss: 45014.0152 - val_mean_absolute_error: 180.5833 Epoch 2213/5000 148/148 [==============================] - 0s 20us/step - loss: 21235.4316 - mean_absolute_error: 101.9916 - val_loss: 44987.3913 - val_mean_absolute_error: 180.5034 Epoch 2214/5000 148/148 [==============================] - 0s 34us/step - loss: 21222.8047 - mean_absolute_error: 101.9360 - val_loss: 44960.8138 - val_mean_absolute_error: 180.4235 Epoch 2215/5000 148/148 [==============================] - 0s 34us/step - loss: 21210.2012 - mean_absolute_error: 101.8804 - val_loss: 44934.2669 - val_mean_absolute_error: 180.3437 Epoch 2216/5000 148/148 [==============================] - 0s 20us/step - loss: 21197.6270 - mean_absolute_error: 101.8249 - val_loss: 44907.7620 - val_mean_absolute_error: 180.2639 Epoch 2217/5000 148/148 [==============================] - 0s 20us/step - loss: 21185.0781 - mean_absolute_error: 101.7694 - val_loss: 44881.2960 - val_mean_absolute_error: 180.1842 Epoch 2218/5000 148/148 [==============================] - 0s 27us/step - loss: 21172.5527 - mean_absolute_error: 101.7140 - val_loss: 44854.8725 - val_mean_absolute_error: 180.1046 Epoch 2219/5000 148/148 [==============================] - 0s 27us/step - loss: 21160.0566 - mean_absolute_error: 101.6590 - val_loss: 44828.4759 - val_mean_absolute_error: 180.0250 Epoch 2220/5000 148/148 [==============================] - 0s 27us/step - loss: 21147.5664 - mean_absolute_error: 101.6056 - val_loss: 44802.1680 - val_mean_absolute_error: 179.9455 Epoch 2221/5000 148/148 [==============================] - 0s 27us/step - loss: 21135.0938 - mean_absolute_error: 101.5521 - val_loss: 44775.9181 - val_mean_absolute_error: 179.8662 Epoch 2222/5000 148/148 [==============================] - 0s 20us/step - loss: 21122.6445 - mean_absolute_error: 101.4988 - val_loss: 44749.7374 - val_mean_absolute_error: 179.7870 Epoch 2223/5000 148/148 [==============================] - 0s 20us/step - loss: 21110.2148 - mean_absolute_error: 101.4454 - val_loss: 44723.6260 - val_mean_absolute_error: 179.7079 Epoch 2224/5000 148/148 [==============================] - 0s 20us/step - loss: 21097.8105 - mean_absolute_error: 101.3921 - val_loss: 44697.5686 - val_mean_absolute_error: 179.6289 Epoch 2225/5000 148/148 [==============================] - 0s 27us/step - loss: 21085.4277 - mean_absolute_error: 101.3389 - val_loss: 44671.5770 - val_mean_absolute_error: 179.5500 Epoch 2226/5000 148/148 [==============================] - 0s 27us/step - loss: 21073.0645 - mean_absolute_error: 101.2856 - val_loss: 44645.6352 - val_mean_absolute_error: 179.4713 Epoch 2227/5000 148/148 [==============================] - 0s 34us/step - loss: 21060.7246 - mean_absolute_error: 101.2324 - val_loss: 44619.7513 - val_mean_absolute_error: 179.3926 Epoch 2228/5000 148/148 [==============================] - 0s 34us/step - loss: 21048.4082 - mean_absolute_error: 101.1793 - val_loss: 44593.9212 - val_mean_absolute_error: 179.3139 Epoch 2229/5000 148/148 [==============================] - 0s 27us/step - loss: 21036.1133 - mean_absolute_error: 101.1263 - val_loss: 44568.1414 - val_mean_absolute_error: 179.2354 Epoch 2230/5000 148/148 [==============================] - 0s 27us/step - loss: 21023.8457 - mean_absolute_error: 101.0744 - val_loss: 44542.4077 - val_mean_absolute_error: 179.1570 Epoch 2231/5000 148/148 [==============================] - 0s 27us/step - loss: 21011.5996 - mean_absolute_error: 101.0225 - val_loss: 44516.6741 - val_mean_absolute_error: 179.0786 Epoch 2232/5000 148/148 [==============================] - 0s 27us/step - loss: 20999.3770 - mean_absolute_error: 100.9706 - val_loss: 44490.9867 - val_mean_absolute_error: 179.0002 Epoch 2233/5000 148/148 [==============================] - 0s 27us/step - loss: 20987.1797 - mean_absolute_error: 100.9188 - val_loss: 44465.3532 - val_mean_absolute_error: 178.9220 Epoch 2234/5000 148/148 [==============================] - 0s 34us/step - loss: 20975.0039 - mean_absolute_error: 100.8670 - val_loss: 44439.7545 - val_mean_absolute_error: 178.8438 Epoch 2235/5000 148/148 [==============================] - 0s 20us/step - loss: 20962.8516 - mean_absolute_error: 100.8153 - val_loss: 44414.2058 - val_mean_absolute_error: 178.7657 Epoch 2236/5000 148/148 [==============================] - 0s 27us/step - loss: 20950.7246 - mean_absolute_error: 100.7644 - val_loss: 44388.6996 - val_mean_absolute_error: 178.6876 Epoch 2237/5000 148/148 [==============================] - 0s 27us/step - loss: 20938.6230 - mean_absolute_error: 100.7137 - val_loss: 44363.2359 - val_mean_absolute_error: 178.6097 Epoch 2238/5000 148/148 [==============================] - 0s 27us/step - loss: 20926.5469 - mean_absolute_error: 100.6630 - val_loss: 44337.8145 - val_mean_absolute_error: 178.5318 Epoch 2239/5000 148/148 [==============================] - 0s 20us/step - loss: 20914.4922 - mean_absolute_error: 100.6124 - val_loss: 44312.4431 - val_mean_absolute_error: 178.4540 Epoch 2240/5000 148/148 [==============================] - 0s 27us/step - loss: 20902.4648 - mean_absolute_error: 100.5618 - val_loss: 44287.1026 - val_mean_absolute_error: 178.3762 Epoch 2241/5000 148/148 [==============================] - 0s 27us/step - loss: 20890.4590 - mean_absolute_error: 100.5112 - val_loss: 44261.8047 - val_mean_absolute_error: 178.2985 Epoch 2242/5000 148/148 [==============================] - 0s 34us/step - loss: 20878.4805 - mean_absolute_error: 100.4606 - val_loss: 44236.5374 - val_mean_absolute_error: 178.2209 Epoch 2243/5000 148/148 [==============================] - 0s 20us/step - loss: 20866.5234 - mean_absolute_error: 100.4101 - val_loss: 44211.2513 - val_mean_absolute_error: 178.1432 Epoch 2244/5000 148/148 [==============================] - 0s 27us/step - loss: 20854.5957 - mean_absolute_error: 100.3596 - val_loss: 44185.9994 - val_mean_absolute_error: 178.0656 Epoch 2245/5000 148/148 [==============================] - 0s 27us/step - loss: 20842.6875 - mean_absolute_error: 100.3092 - val_loss: 44160.7822 - val_mean_absolute_error: 177.9881 Epoch 2246/5000 148/148 [==============================] - 0s 27us/step - loss: 20830.8086 - mean_absolute_error: 100.2588 - val_loss: 44135.6035 - val_mean_absolute_error: 177.9106 Epoch 2247/5000 148/148 [==============================] - 0s 34us/step - loss: 20818.9512 - mean_absolute_error: 100.2084 - val_loss: 44110.4711 - val_mean_absolute_error: 177.8332 Epoch 2248/5000 148/148 [==============================] - 0s 27us/step - loss: 20807.1172 - mean_absolute_error: 100.1581 - val_loss: 44085.3734 - val_mean_absolute_error: 177.7559 Epoch 2249/5000 148/148 [==============================] - 0s 34us/step - loss: 20795.3086 - mean_absolute_error: 100.1077 - val_loss: 44060.3104 - val_mean_absolute_error: 177.6786 Epoch 2250/5000 148/148 [==============================] - 0s 27us/step - loss: 20783.5273 - mean_absolute_error: 100.0575 - val_loss: 44035.2861 - val_mean_absolute_error: 177.6014 Epoch 2251/5000 148/148 [==============================] - 0s 27us/step - loss: 20771.7676 - mean_absolute_error: 100.0073 - val_loss: 44010.3081 - val_mean_absolute_error: 177.5242 Epoch 2252/5000 148/148 [==============================] - 0s 34us/step - loss: 20760.0352 - mean_absolute_error: 99.9571 - val_loss: 43985.3530 - val_mean_absolute_error: 177.4471 Epoch 2253/5000 148/148 [==============================] - 0s 27us/step - loss: 20748.3262 - mean_absolute_error: 99.9069 - val_loss: 43960.4480 - val_mean_absolute_error: 177.3701 Epoch 2254/5000 148/148 [==============================] - 0s 27us/step - loss: 20736.6426 - mean_absolute_error: 99.8568 - val_loss: 43935.5741 - val_mean_absolute_error: 177.2931 Epoch 2255/5000 148/148 [==============================] - 0s 27us/step - loss: 20724.9805 - mean_absolute_error: 99.8067 - val_loss: 43910.7384 - val_mean_absolute_error: 177.2162 Epoch 2256/5000 148/148 [==============================] - 0s 27us/step - loss: 20713.3438 - mean_absolute_error: 99.7567 - val_loss: 43885.9336 - val_mean_absolute_error: 177.1394 Epoch 2257/5000 148/148 [==============================] - 0s 20us/step - loss: 20701.7344 - mean_absolute_error: 99.7067 - val_loss: 43861.1755 - val_mean_absolute_error: 177.0626 Epoch 2258/5000 148/148 [==============================] - 0s 27us/step - loss: 20690.1484 - mean_absolute_error: 99.6567 - val_loss: 43836.4517 - val_mean_absolute_error: 176.9859 Epoch 2259/5000 148/148 [==============================] - 0s 27us/step - loss: 20678.5840 - mean_absolute_error: 99.6068 - val_loss: 43811.7511 - val_mean_absolute_error: 176.9092 Epoch 2260/5000 148/148 [==============================] - 0s 20us/step - loss: 20667.0488 - mean_absolute_error: 99.5569 - val_loss: 43787.1005 - val_mean_absolute_error: 176.8326 Epoch 2261/5000 148/148 [==============================] - 0s 27us/step - loss: 20655.5332 - mean_absolute_error: 99.5070 - val_loss: 43762.4846 - val_mean_absolute_error: 176.7560 Epoch 2262/5000 148/148 [==============================] - 0s 27us/step - loss: 20644.0449 - mean_absolute_error: 99.4572 - val_loss: 43737.9037 - val_mean_absolute_error: 176.6795 Epoch 2263/5000 148/148 [==============================] - 0s 20us/step - loss: 20632.5820 - mean_absolute_error: 99.4074 - val_loss: 43713.3533 - val_mean_absolute_error: 176.6031 Epoch 2264/5000 148/148 [==============================] - 0s 34us/step - loss: 20621.1387 - mean_absolute_error: 99.3577 - val_loss: 43688.8453 - val_mean_absolute_error: 176.5268 Epoch 2265/5000 148/148 [==============================] - 0s 27us/step - loss: 20609.7227 - mean_absolute_error: 99.3080 - val_loss: 43664.3720 - val_mean_absolute_error: 176.4516 Epoch 2266/5000 148/148 [==============================] - 0s 34us/step - loss: 20598.3320 - mean_absolute_error: 99.2583 - val_loss: 43639.9299 - val_mean_absolute_error: 176.3780 Epoch 2267/5000 148/148 [==============================] - 0s 27us/step - loss: 20586.9648 - mean_absolute_error: 99.2087 - val_loss: 43615.5259 - val_mean_absolute_error: 176.3043 Epoch 2268/5000 148/148 [==============================] - 0s 27us/step - loss: 20575.6211 - mean_absolute_error: 99.1591 - val_loss: 43591.1644 - val_mean_absolute_error: 176.2307 Epoch 2269/5000 148/148 [==============================] - 0s 27us/step - loss: 20564.3027 - mean_absolute_error: 99.1095 - val_loss: 43566.8221 - val_mean_absolute_error: 176.1572 Epoch 2270/5000 148/148 [==============================] - 0s 34us/step - loss: 20553.0059 - mean_absolute_error: 99.0600 - val_loss: 43542.4841 - val_mean_absolute_error: 176.0837 Epoch 2271/5000 148/148 [==============================] - 0s 34us/step - loss: 20541.7363 - mean_absolute_error: 99.0105 - val_loss: 43518.1765 - val_mean_absolute_error: 176.0102 Epoch 2272/5000 148/148 [==============================] - 0s 20us/step - loss: 20530.4883 - mean_absolute_error: 98.9611 - val_loss: 43493.8960 - val_mean_absolute_error: 175.9368 Epoch 2273/5000 148/148 [==============================] - 0s 27us/step - loss: 20519.2676 - mean_absolute_error: 98.9117 - val_loss: 43469.6621 - val_mean_absolute_error: 175.8635 Epoch 2274/5000 148/148 [==============================] - 0s 27us/step - loss: 20508.0684 - mean_absolute_error: 98.8623 - val_loss: 43445.4585 - val_mean_absolute_error: 175.7901 Epoch 2275/5000 148/148 [==============================] - 0s 27us/step - loss: 20496.8945 - mean_absolute_error: 98.8130 - val_loss: 43421.2897 - val_mean_absolute_error: 175.7169 Epoch 2276/5000 148/148 [==============================] - 0s 41us/step - loss: 20485.7422 - mean_absolute_error: 98.7637 - val_loss: 43397.1555 - val_mean_absolute_error: 175.6437 Epoch 2277/5000 148/148 [==============================] - 0s 27us/step - loss: 20474.6133 - mean_absolute_error: 98.7145 - val_loss: 43373.0603 - val_mean_absolute_error: 175.5706 Epoch 2278/5000 148/148 [==============================] - 0s 20us/step - loss: 20463.5137 - mean_absolute_error: 98.6653 - val_loss: 43348.9765 - val_mean_absolute_error: 175.4975 Epoch 2279/5000 148/148 [==============================] - 0s 27us/step - loss: 20452.4316 - mean_absolute_error: 98.6161 - val_loss: 43324.9309 - val_mean_absolute_error: 175.4244 Epoch 2280/5000 148/148 [==============================] - 0s 27us/step - loss: 20441.3750 - mean_absolute_error: 98.5669 - val_loss: 43300.9203 - val_mean_absolute_error: 175.3514 Epoch 2281/5000 148/148 [==============================] - 0s 20us/step - loss: 20430.3438 - mean_absolute_error: 98.5178 - val_loss: 43276.9444 - val_mean_absolute_error: 175.2785 Epoch 2282/5000 148/148 [==============================] - 0s 27us/step - loss: 20419.3320 - mean_absolute_error: 98.4688 - val_loss: 43253.0029 - val_mean_absolute_error: 175.2056 Epoch 2283/5000 148/148 [==============================] - 0s 34us/step - loss: 20408.3477 - mean_absolute_error: 98.4198 - val_loss: 43229.1043 - val_mean_absolute_error: 175.1328 Epoch 2284/5000 148/148 [==============================] - 0s 27us/step - loss: 20397.3906 - mean_absolute_error: 98.3708 - val_loss: 43205.2245 - val_mean_absolute_error: 175.0610 Epoch 2285/5000 148/148 [==============================] - 0s 27us/step - loss: 20386.4531 - mean_absolute_error: 98.3218 - val_loss: 43181.3875 - val_mean_absolute_error: 174.9901 Epoch 2286/5000 148/148 [==============================] - 0s 27us/step - loss: 20375.5391 - mean_absolute_error: 98.2729 - val_loss: 43157.5848 - val_mean_absolute_error: 174.9193 Epoch 2287/5000 148/148 [==============================] - 0s 27us/step - loss: 20364.6484 - mean_absolute_error: 98.2241 - val_loss: 43133.8168 - val_mean_absolute_error: 174.8485 Epoch 2288/5000 148/148 [==============================] - 0s 27us/step - loss: 20353.7773 - mean_absolute_error: 98.1753 - val_loss: 43110.0916 - val_mean_absolute_error: 174.7778 Epoch 2289/5000 148/148 [==============================] - 0s 27us/step - loss: 20342.9375 - mean_absolute_error: 98.1265 - val_loss: 43086.3891 - val_mean_absolute_error: 174.7071 Epoch 2290/5000 148/148 [==============================] - 0s 27us/step - loss: 20332.1172 - mean_absolute_error: 98.0777 - val_loss: 43062.7294 - val_mean_absolute_error: 174.6366 Epoch 2291/5000 148/148 [==============================] - 0s 27us/step - loss: 20321.3184 - mean_absolute_error: 98.0290 - val_loss: 43039.0924 - val_mean_absolute_error: 174.5660 Epoch 2292/5000 148/148 [==============================] - 0s 27us/step - loss: 20310.5469 - mean_absolute_error: 97.9803 - val_loss: 43015.5017 - val_mean_absolute_error: 174.4955 Epoch 2293/5000 148/148 [==============================] - 0s 27us/step - loss: 20299.7949 - mean_absolute_error: 97.9317 - val_loss: 42991.9383 - val_mean_absolute_error: 174.4251 Epoch 2294/5000 148/148 [==============================] - 0s 34us/step - loss: 20289.0703 - mean_absolute_error: 97.8831 - val_loss: 42968.4170 - val_mean_absolute_error: 174.3547 Epoch 2295/5000 148/148 [==============================] - 0s 20us/step - loss: 20278.3652 - mean_absolute_error: 97.8345 - val_loss: 42944.9269 - val_mean_absolute_error: 174.2844 Epoch 2296/5000 148/148 [==============================] - 0s 27us/step - loss: 20267.6875 - mean_absolute_error: 97.7860 - val_loss: 42921.4672 - val_mean_absolute_error: 174.2141 Epoch 2297/5000 148/148 [==============================] - 0s 34us/step - loss: 20257.0293 - mean_absolute_error: 97.7375 - val_loss: 42898.0465 - val_mean_absolute_error: 174.1439 Epoch 2298/5000 148/148 [==============================] - 0s 27us/step - loss: 20246.3945 - mean_absolute_error: 97.6891 - val_loss: 42874.6561 - val_mean_absolute_error: 174.0737 Epoch 2299/5000 148/148 [==============================] - 0s 27us/step - loss: 20235.7832 - mean_absolute_error: 97.6407 - val_loss: 42851.3086 - val_mean_absolute_error: 174.0036 Epoch 2300/5000 148/148 [==============================] - 0s 34us/step - loss: 20225.1934 - mean_absolute_error: 97.5924 - val_loss: 42827.9916 - val_mean_absolute_error: 173.9335 Epoch 2301/5000 148/148 [==============================] - 0s 27us/step - loss: 20214.6309 - mean_absolute_error: 97.5440 - val_loss: 42804.7015 - val_mean_absolute_error: 173.8635 Epoch 2302/5000 148/148 [==============================] - 0s 34us/step - loss: 20204.0859 - mean_absolute_error: 97.4957 - val_loss: 42781.4542 - val_mean_absolute_error: 173.7936 Epoch 2303/5000 148/148 [==============================] - 0s 34us/step - loss: 20193.5684 - mean_absolute_error: 97.4475 - val_loss: 42758.2373 - val_mean_absolute_error: 173.7237 Epoch 2304/5000 148/148 [==============================] - 0s 20us/step - loss: 20183.0723 - mean_absolute_error: 97.3993 - val_loss: 42735.0596 - val_mean_absolute_error: 173.6539 Epoch 2305/5000 148/148 [==============================] - 0s 34us/step - loss: 20172.5977 - mean_absolute_error: 97.3511 - val_loss: 42711.9005 - val_mean_absolute_error: 173.5841 Epoch 2306/5000 148/148 [==============================] - 0s 27us/step - loss: 20162.1484 - mean_absolute_error: 97.3030 - val_loss: 42688.7920 - val_mean_absolute_error: 173.5144 Epoch 2307/5000 148/148 [==============================] - 0s 27us/step - loss: 20151.7207 - mean_absolute_error: 97.2549 - val_loss: 42665.7139 - val_mean_absolute_error: 173.4448 Epoch 2308/5000 148/148 [==============================] - 0s 34us/step - loss: 20141.3164 - mean_absolute_error: 97.2068 - val_loss: 42642.6668 - val_mean_absolute_error: 173.3752 Epoch 2309/5000 148/148 [==============================] - 0s 27us/step - loss: 20130.9316 - mean_absolute_error: 97.1588 - val_loss: 42619.6584 - val_mean_absolute_error: 173.3056 Epoch 2310/5000 148/148 [==============================] - 0s 27us/step - loss: 20120.5742 - mean_absolute_error: 97.1109 - val_loss: 42596.6807 - val_mean_absolute_error: 173.2361 Epoch 2311/5000 148/148 [==============================] - 0s 20us/step - loss: 20110.2363 - mean_absolute_error: 97.0629 - val_loss: 42573.7341 - val_mean_absolute_error: 173.1667 Epoch 2312/5000 148/148 [==============================] - 0s 20us/step - loss: 20099.9219 - mean_absolute_error: 97.0150 - val_loss: 42550.8178 - val_mean_absolute_error: 173.0973 Epoch 2313/5000 148/148 [==============================] - 0s 27us/step - loss: 20089.6289 - mean_absolute_error: 96.9672 - val_loss: 42527.9482 - val_mean_absolute_error: 173.0280 Epoch 2314/5000 148/148 [==============================] - 0s 20us/step - loss: 20079.3594 - mean_absolute_error: 96.9194 - val_loss: 42505.1052 - val_mean_absolute_error: 172.9587 Epoch 2315/5000 148/148 [==============================] - 0s 27us/step - loss: 20069.1152 - mean_absolute_error: 96.8716 - val_loss: 42482.2973 - val_mean_absolute_error: 172.8895 Epoch 2316/5000 148/148 [==============================] - 0s 41us/step - loss: 20058.8887 - mean_absolute_error: 96.8239 - val_loss: 42459.5200 - val_mean_absolute_error: 172.8204 Epoch 2317/5000 148/148 [==============================] - 0s 20us/step - loss: 20048.6875 - mean_absolute_error: 96.7762 - val_loss: 42436.7774 - val_mean_absolute_error: 172.7513 Epoch 2318/5000 148/148 [==============================] - 0s 27us/step - loss: 20038.4863 - mean_absolute_error: 96.7285 - val_loss: 42414.0543 - val_mean_absolute_error: 172.6823 Epoch 2319/5000 148/148 [==============================] - 0s 34us/step - loss: 20028.2676 - mean_absolute_error: 96.6807 - val_loss: 42391.3500 - val_mean_absolute_error: 172.6133 Epoch 2320/5000 148/148 [==============================] - 0s 20us/step - loss: 20018.0566 - mean_absolute_error: 96.6330 - val_loss: 42368.6847 - val_mean_absolute_error: 172.5443 Epoch 2321/5000 148/148 [==============================] - 0s 34us/step - loss: 20007.8652 - mean_absolute_error: 96.5853 - val_loss: 42346.0267 - val_mean_absolute_error: 172.4754 Epoch 2322/5000 148/148 [==============================] - 0s 27us/step - loss: 19997.6855 - mean_absolute_error: 96.5376 - val_loss: 42323.3999 - val_mean_absolute_error: 172.4066 Epoch 2323/5000 148/148 [==============================] - 0s 27us/step - loss: 19987.5234 - mean_absolute_error: 96.4900 - val_loss: 42300.7965 - val_mean_absolute_error: 172.3378 Epoch 2324/5000 148/148 [==============================] - 0s 20us/step - loss: 19977.3809 - mean_absolute_error: 96.4424 - val_loss: 42278.2194 - val_mean_absolute_error: 172.2690 Epoch 2325/5000 148/148 [==============================] - 0s 20us/step - loss: 19967.2539 - mean_absolute_error: 96.3948 - val_loss: 42255.6772 - val_mean_absolute_error: 172.2003 Epoch 2326/5000 148/148 [==============================] - 0s 34us/step - loss: 19957.1445 - mean_absolute_error: 96.3472 - val_loss: 42233.1464 - val_mean_absolute_error: 172.1319 Epoch 2327/5000 148/148 [==============================] - 0s 27us/step - loss: 19947.0547 - mean_absolute_error: 96.2997 - val_loss: 42210.6583 - val_mean_absolute_error: 172.0652 Epoch 2328/5000 148/148 [==============================] - 0s 34us/step - loss: 19936.9805 - mean_absolute_error: 96.2522 - val_loss: 42188.1973 - val_mean_absolute_error: 171.9986 Epoch 2329/5000 148/148 [==============================] - 0s 34us/step - loss: 19926.9277 - mean_absolute_error: 96.2047 - val_loss: 42165.7630 - val_mean_absolute_error: 171.9320 Epoch 2330/5000 148/148 [==============================] - 0s 27us/step - loss: 19916.8926 - mean_absolute_error: 96.1573 - val_loss: 42143.3559 - val_mean_absolute_error: 171.8655 Epoch 2331/5000 148/148 [==============================] - 0s 27us/step - loss: 19906.8789 - mean_absolute_error: 96.1099 - val_loss: 42120.9835 - val_mean_absolute_error: 171.7990 Epoch 2332/5000 148/148 [==============================] - 0s 27us/step - loss: 19896.8828 - mean_absolute_error: 96.0625 - val_loss: 42098.6300 - val_mean_absolute_error: 171.7326 Epoch 2333/5000 148/148 [==============================] - 0s 27us/step - loss: 19886.9062 - mean_absolute_error: 96.0152 - val_loss: 42076.3191 - val_mean_absolute_error: 171.6662 Epoch 2334/5000 148/148 [==============================] - 0s 34us/step - loss: 19876.9551 - mean_absolute_error: 95.9679 - val_loss: 42054.0353 - val_mean_absolute_error: 171.5999 Epoch 2335/5000 148/148 [==============================] - 0s 27us/step - loss: 19867.0215 - mean_absolute_error: 95.9206 - val_loss: 42031.7824 - val_mean_absolute_error: 171.5336 Epoch 2336/5000 148/148 [==============================] - 0s 27us/step - loss: 19857.1055 - mean_absolute_error: 95.8734 - val_loss: 42009.5524 - val_mean_absolute_error: 171.4675 Epoch 2337/5000 148/148 [==============================] - 0s 20us/step - loss: 19847.2109 - mean_absolute_error: 95.8262 - val_loss: 41987.3611 - val_mean_absolute_error: 171.4025 Epoch 2338/5000 148/148 [==============================] - 0s 20us/step - loss: 19837.3398 - mean_absolute_error: 95.7791 - val_loss: 41965.2007 - val_mean_absolute_error: 171.3376 Epoch 2339/5000 148/148 [==============================] - 0s 27us/step - loss: 19827.4902 - mean_absolute_error: 95.7320 - val_loss: 41943.0669 - val_mean_absolute_error: 171.2727 Epoch 2340/5000 148/148 [==============================] - 0s 34us/step - loss: 19817.6562 - mean_absolute_error: 95.6849 - val_loss: 41920.9679 - val_mean_absolute_error: 171.2079 Epoch 2341/5000 148/148 [==============================] - 0s 27us/step - loss: 19807.8438 - mean_absolute_error: 95.6379 - val_loss: 41898.9000 - val_mean_absolute_error: 171.1431 Epoch 2342/5000 148/148 [==============================] - 0s 20us/step - loss: 19798.0566 - mean_absolute_error: 95.5909 - val_loss: 41876.8668 - val_mean_absolute_error: 171.0784 Epoch 2343/5000 148/148 [==============================] - 0s 27us/step - loss: 19788.2871 - mean_absolute_error: 95.5439 - val_loss: 41854.8562 - val_mean_absolute_error: 171.0137 Epoch 2344/5000 148/148 [==============================] - 0s 20us/step - loss: 19778.5391 - mean_absolute_error: 95.4970 - val_loss: 41832.8772 - val_mean_absolute_error: 170.9490 Epoch 2345/5000 148/148 [==============================] - 0s 27us/step - loss: 19768.8145 - mean_absolute_error: 95.4501 - val_loss: 41810.9362 - val_mean_absolute_error: 170.8844 Epoch 2346/5000 148/148 [==============================] - 0s 34us/step - loss: 19759.1074 - mean_absolute_error: 95.4033 - val_loss: 41789.0264 - val_mean_absolute_error: 170.8199 Epoch 2347/5000 148/148 [==============================] - 0s 27us/step - loss: 19749.4258 - mean_absolute_error: 95.3565 - val_loss: 41767.1430 - val_mean_absolute_error: 170.7554 Epoch 2348/5000 148/148 [==============================] - 0s 34us/step - loss: 19739.7598 - mean_absolute_error: 95.3097 - val_loss: 41745.2986 - val_mean_absolute_error: 170.6910 Epoch 2349/5000 148/148 [==============================] - 0s 20us/step - loss: 19730.1191 - mean_absolute_error: 95.2630 - val_loss: 41723.4851 - val_mean_absolute_error: 170.6266 Epoch 2350/5000 148/148 [==============================] - 0s 27us/step - loss: 19720.4980 - mean_absolute_error: 95.2163 - val_loss: 41701.6985 - val_mean_absolute_error: 170.5623 Epoch 2351/5000 148/148 [==============================] - 0s 34us/step - loss: 19710.8984 - mean_absolute_error: 95.1697 - val_loss: 41679.9388 - val_mean_absolute_error: 170.4980 Epoch 2352/5000 148/148 [==============================] - 0s 34us/step - loss: 19701.3184 - mean_absolute_error: 95.1231 - val_loss: 41658.2214 - val_mean_absolute_error: 170.4337 Epoch 2353/5000 148/148 [==============================] - 0s 27us/step - loss: 19691.7637 - mean_absolute_error: 95.0765 - val_loss: 41636.5311 - val_mean_absolute_error: 170.3696 Epoch 2354/5000 148/148 [==============================] - 0s 34us/step - loss: 19682.2246 - mean_absolute_error: 95.0300 - val_loss: 41614.8756 - val_mean_absolute_error: 170.3054 Epoch 2355/5000 148/148 [==============================] - 0s 27us/step - loss: 19672.7109 - mean_absolute_error: 94.9835 - val_loss: 41593.2432 - val_mean_absolute_error: 170.2414 Epoch 2356/5000 148/148 [==============================] - 0s 27us/step - loss: 19663.2168 - mean_absolute_error: 94.9370 - val_loss: 41571.6532 - val_mean_absolute_error: 170.1773 Epoch 2357/5000 148/148 [==============================] - 0s 27us/step - loss: 19653.7441 - mean_absolute_error: 94.8906 - val_loss: 41550.0821 - val_mean_absolute_error: 170.1133 Epoch 2358/5000 148/148 [==============================] - 0s 34us/step - loss: 19644.2910 - mean_absolute_error: 94.8443 - val_loss: 41528.5458 - val_mean_absolute_error: 170.0494 Epoch 2359/5000 148/148 [==============================] - 0s 27us/step - loss: 19634.8594 - mean_absolute_error: 94.7979 - val_loss: 41507.0522 - val_mean_absolute_error: 169.9856 Epoch 2360/5000 148/148 [==============================] - 0s 27us/step - loss: 19625.4492 - mean_absolute_error: 94.7516 - val_loss: 41485.5817 - val_mean_absolute_error: 169.9217 Epoch 2361/5000 148/148 [==============================] - 0s 27us/step - loss: 19616.0605 - mean_absolute_error: 94.7054 - val_loss: 41464.1460 - val_mean_absolute_error: 169.8580 Epoch 2362/5000 148/148 [==============================] - 0s 27us/step - loss: 19606.6934 - mean_absolute_error: 94.6592 - val_loss: 41442.7370 - val_mean_absolute_error: 169.7943 Epoch 2363/5000 148/148 [==============================] - 0s 20us/step - loss: 19597.3438 - mean_absolute_error: 94.6130 - val_loss: 41421.3547 - val_mean_absolute_error: 169.7306 Epoch 2364/5000 148/148 [==============================] - 0s 41us/step - loss: 19588.0176 - mean_absolute_error: 94.5669 - val_loss: 41400.0114 - val_mean_absolute_error: 169.6670 Epoch 2365/5000 148/148 [==============================] - 0s 27us/step - loss: 19578.7090 - mean_absolute_error: 94.5208 - val_loss: 41378.7027 - val_mean_absolute_error: 169.6034 Epoch 2366/5000 148/148 [==============================] - 0s 27us/step - loss: 19569.4258 - mean_absolute_error: 94.4748 - val_loss: 41357.4210 - val_mean_absolute_error: 169.5399 Epoch 2367/5000 148/148 [==============================] - 0s 34us/step - loss: 19560.1602 - mean_absolute_error: 94.4287 - val_loss: 41336.1702 - val_mean_absolute_error: 169.4764 Epoch 2368/5000 148/148 [==============================] - 0s 27us/step - loss: 19550.9180 - mean_absolute_error: 94.3828 - val_loss: 41314.9464 - val_mean_absolute_error: 169.4130 Epoch 2369/5000 148/148 [==============================] - 0s 20us/step - loss: 19541.6934 - mean_absolute_error: 94.3369 - val_loss: 41293.7610 - val_mean_absolute_error: 169.3497 Epoch 2370/5000 148/148 [==============================] - 0s 41us/step - loss: 19532.4922 - mean_absolute_error: 94.2910 - val_loss: 41272.6066 - val_mean_absolute_error: 169.2864 Epoch 2371/5000 148/148 [==============================] - 0s 27us/step - loss: 19523.3105 - mean_absolute_error: 94.2451 - val_loss: 41251.4791 - val_mean_absolute_error: 169.2231 Epoch 2372/5000 148/148 [==============================] - 0s 27us/step - loss: 19514.1484 - mean_absolute_error: 94.1993 - val_loss: 41230.3863 - val_mean_absolute_error: 169.1599 Epoch 2373/5000 148/148 [==============================] - 0s 34us/step - loss: 19505.0078 - mean_absolute_error: 94.1536 - val_loss: 41209.3277 - val_mean_absolute_error: 169.0968 Epoch 2374/5000 148/148 [==============================] - 0s 27us/step - loss: 19495.8887 - mean_absolute_error: 94.1078 - val_loss: 41188.2889 - val_mean_absolute_error: 169.0337 Epoch 2375/5000 148/148 [==============================] - 0s 27us/step - loss: 19486.7871 - mean_absolute_error: 94.0622 - val_loss: 41167.2924 - val_mean_absolute_error: 168.9707 Epoch 2376/5000 148/148 [==============================] - 0s 27us/step - loss: 19477.7070 - mean_absolute_error: 94.0165 - val_loss: 41146.3191 - val_mean_absolute_error: 168.9077 Epoch 2377/5000 148/148 [==============================] - 0s 34us/step - loss: 19468.6504 - mean_absolute_error: 93.9709 - val_loss: 41125.3843 - val_mean_absolute_error: 168.8448 Epoch 2378/5000 148/148 [==============================] - 0s 34us/step - loss: 19459.6133 - mean_absolute_error: 93.9254 - val_loss: 41104.4803 - val_mean_absolute_error: 168.7819 Epoch 2379/5000 148/148 [==============================] - 0s 27us/step - loss: 19450.5938 - mean_absolute_error: 93.8798 - val_loss: 41083.5995 - val_mean_absolute_error: 168.7190 Epoch 2380/5000 148/148 [==============================] - 0s 27us/step - loss: 19441.5957 - mean_absolute_error: 93.8344 - val_loss: 41062.7572 - val_mean_absolute_error: 168.6563 Epoch 2381/5000 148/148 [==============================] - 0s 27us/step - loss: 19432.6191 - mean_absolute_error: 93.7889 - val_loss: 41041.9380 - val_mean_absolute_error: 168.5935 Epoch 2382/5000 148/148 [==============================] - 0s 27us/step - loss: 19423.6621 - mean_absolute_error: 93.7435 - val_loss: 41021.1574 - val_mean_absolute_error: 168.5309 Epoch 2383/5000 148/148 [==============================] - 0s 27us/step - loss: 19414.7266 - mean_absolute_error: 93.6982 - val_loss: 41000.4076 - val_mean_absolute_error: 168.4683 Epoch 2384/5000 148/148 [==============================] - 0s 34us/step - loss: 19405.8086 - mean_absolute_error: 93.6540 - val_loss: 40979.6809 - val_mean_absolute_error: 168.4057 Epoch 2385/5000 148/148 [==============================] - 0s 34us/step - loss: 19396.9141 - mean_absolute_error: 93.6102 - val_loss: 40958.9928 - val_mean_absolute_error: 168.3432 Epoch 2386/5000 148/148 [==============================] - 0s 27us/step - loss: 19388.0371 - mean_absolute_error: 93.5665 - val_loss: 40938.3317 - val_mean_absolute_error: 168.2807 Epoch 2387/5000 148/148 [==============================] - 0s 27us/step - loss: 19379.1797 - mean_absolute_error: 93.5228 - val_loss: 40917.7011 - val_mean_absolute_error: 168.2183 Epoch 2388/5000 148/148 [==============================] - 0s 27us/step - loss: 19370.3438 - mean_absolute_error: 93.4792 - val_loss: 40897.1017 - val_mean_absolute_error: 168.1560 Epoch 2389/5000 148/148 [==============================] - 0s 27us/step - loss: 19361.5293 - mean_absolute_error: 93.4356 - val_loss: 40876.5369 - val_mean_absolute_error: 168.0937 Epoch 2390/5000 148/148 [==============================] - 0s 27us/step - loss: 19352.7324 - mean_absolute_error: 93.3921 - val_loss: 40855.9991 - val_mean_absolute_error: 168.0314 Epoch 2391/5000 148/148 [==============================] - 0s 20us/step - loss: 19343.9570 - mean_absolute_error: 93.3485 - val_loss: 40835.4882 - val_mean_absolute_error: 167.9692 Epoch 2392/5000 148/148 [==============================] - 0s 27us/step - loss: 19335.1973 - mean_absolute_error: 93.3051 - val_loss: 40815.0159 - val_mean_absolute_error: 167.9071 Epoch 2393/5000 148/148 [==============================] - 0s 27us/step - loss: 19326.4629 - mean_absolute_error: 93.2616 - val_loss: 40794.5706 - val_mean_absolute_error: 167.8450 Epoch 2394/5000 148/148 [==============================] - 0s 34us/step - loss: 19317.7441 - mean_absolute_error: 93.2182 - val_loss: 40774.1523 - val_mean_absolute_error: 167.7829 Epoch 2395/5000 148/148 [==============================] - 0s 27us/step - loss: 19309.0469 - mean_absolute_error: 93.1749 - val_loss: 40753.7686 - val_mean_absolute_error: 167.7210 Epoch 2396/5000 148/148 [==============================] - 0s 27us/step - loss: 19300.3711 - mean_absolute_error: 93.1315 - val_loss: 40733.4118 - val_mean_absolute_error: 167.6590 Epoch 2397/5000 148/148 [==============================] - 0s 34us/step - loss: 19291.7109 - mean_absolute_error: 93.0883 - val_loss: 40713.0941 - val_mean_absolute_error: 167.5972 Epoch 2398/5000 148/148 [==============================] - 0s 41us/step - loss: 19283.0762 - mean_absolute_error: 93.0450 - val_loss: 40692.7952 - val_mean_absolute_error: 167.5353 Epoch 2399/5000 148/148 [==============================] - 0s 27us/step - loss: 19274.4570 - mean_absolute_error: 93.0018 - val_loss: 40672.5310 - val_mean_absolute_error: 167.4736 Epoch 2400/5000 148/148 [==============================] - 0s 20us/step - loss: 19265.8555 - mean_absolute_error: 92.9586 - val_loss: 40652.3016 - val_mean_absolute_error: 167.4118 Epoch 2401/5000 148/148 [==============================] - 0s 27us/step - loss: 19257.2773 - mean_absolute_error: 92.9155 - val_loss: 40632.0991 - val_mean_absolute_error: 167.3502 Epoch 2402/5000 148/148 [==============================] - 0s 27us/step - loss: 19248.7168 - mean_absolute_error: 92.8724 - val_loss: 40611.9235 - val_mean_absolute_error: 167.2886 Epoch 2403/5000 148/148 [==============================] - 0s 34us/step - loss: 19240.1758 - mean_absolute_error: 92.8294 - val_loss: 40591.7789 - val_mean_absolute_error: 167.2270 Epoch 2404/5000 148/148 [==============================] - 0s 27us/step - loss: 19231.6523 - mean_absolute_error: 92.7864 - val_loss: 40571.6650 - val_mean_absolute_error: 167.1655 Epoch 2405/5000 148/148 [==============================] - 0s 27us/step - loss: 19223.1504 - mean_absolute_error: 92.7434 - val_loss: 40551.5858 - val_mean_absolute_error: 167.1040 Epoch 2406/5000 148/148 [==============================] - 0s 27us/step - loss: 19214.6680 - mean_absolute_error: 92.7005 - val_loss: 40531.5336 - val_mean_absolute_error: 167.0427 Epoch 2407/5000 148/148 [==============================] - 0s 34us/step - loss: 19206.2070 - mean_absolute_error: 92.6576 - val_loss: 40511.5127 - val_mean_absolute_error: 166.9813 Epoch 2408/5000 148/148 [==============================] - 0s 34us/step - loss: 19197.7637 - mean_absolute_error: 92.6147 - val_loss: 40491.5183 - val_mean_absolute_error: 166.9201 Epoch 2409/5000 148/148 [==============================] - 0s 27us/step - loss: 19189.3398 - mean_absolute_error: 92.5719 - val_loss: 40471.5586 - val_mean_absolute_error: 166.8588 Epoch 2410/5000 148/148 [==============================] - 0s 27us/step - loss: 19180.9316 - mean_absolute_error: 92.5292 - val_loss: 40451.6259 - val_mean_absolute_error: 166.7976 Epoch 2411/5000 148/148 [==============================] - 0s 20us/step - loss: 19172.5430 - mean_absolute_error: 92.4864 - val_loss: 40431.7241 - val_mean_absolute_error: 166.7365 Epoch 2412/5000 148/148 [==============================] - 0s 27us/step - loss: 19164.1777 - mean_absolute_error: 92.4437 - val_loss: 40411.8528 - val_mean_absolute_error: 166.6754 Epoch 2413/5000 148/148 [==============================] - 0s 27us/step - loss: 19155.8301 - mean_absolute_error: 92.4011 - val_loss: 40392.0049 - val_mean_absolute_error: 166.6144 Epoch 2414/5000 148/148 [==============================] - 0s 34us/step - loss: 19147.5000 - mean_absolute_error: 92.3585 - val_loss: 40372.1998 - val_mean_absolute_error: 166.5534 Epoch 2415/5000 148/148 [==============================] - 0s 34us/step - loss: 19139.1914 - mean_absolute_error: 92.3159 - val_loss: 40352.4133 - val_mean_absolute_error: 166.4925 Epoch 2416/5000 148/148 [==============================] - 0s 27us/step - loss: 19130.9004 - mean_absolute_error: 92.2733 - val_loss: 40332.6618 - val_mean_absolute_error: 166.4317 Epoch 2417/5000 148/148 [==============================] - 0s 27us/step - loss: 19122.6270 - mean_absolute_error: 92.2308 - val_loss: 40312.9372 - val_mean_absolute_error: 166.3709 Epoch 2418/5000 148/148 [==============================] - 0s 27us/step - loss: 19114.3711 - mean_absolute_error: 92.1884 - val_loss: 40293.2396 - val_mean_absolute_error: 166.3101 Epoch 2419/5000 148/148 [==============================] - 0s 20us/step - loss: 19106.1387 - mean_absolute_error: 92.1460 - val_loss: 40273.5732 - val_mean_absolute_error: 166.2494 Epoch 2420/5000 148/148 [==============================] - 0s 41us/step - loss: 19097.9238 - mean_absolute_error: 92.1036 - val_loss: 40253.9373 - val_mean_absolute_error: 166.1888 Epoch 2421/5000 148/148 [==============================] - 0s 34us/step - loss: 19089.7266 - mean_absolute_error: 92.0612 - val_loss: 40234.3399 - val_mean_absolute_error: 166.1282 Epoch 2422/5000 148/148 [==============================] - 0s 27us/step - loss: 19081.5449 - mean_absolute_error: 92.0189 - val_loss: 40214.7618 - val_mean_absolute_error: 166.0676 Epoch 2423/5000 148/148 [==============================] - 0s 20us/step - loss: 19073.3848 - mean_absolute_error: 91.9767 - val_loss: 40195.2183 - val_mean_absolute_error: 166.0072 Epoch 2424/5000 148/148 [==============================] - 0s 20us/step - loss: 19065.2441 - mean_absolute_error: 91.9344 - val_loss: 40175.6984 - val_mean_absolute_error: 165.9467 Epoch 2425/5000 148/148 [==============================] - 0s 20us/step - loss: 19057.1230 - mean_absolute_error: 91.8925 - val_loss: 40156.2090 - val_mean_absolute_error: 165.8864 Epoch 2426/5000 148/148 [==============================] - 0s 20us/step - loss: 19049.0195 - mean_absolute_error: 91.8524 - val_loss: 40136.7542 - val_mean_absolute_error: 165.8260 Epoch 2427/5000 148/148 [==============================] - 0s 34us/step - loss: 19040.9316 - mean_absolute_error: 91.8124 - val_loss: 40117.3264 - val_mean_absolute_error: 165.7658 Epoch 2428/5000 148/148 [==============================] - 0s 34us/step - loss: 19032.8672 - mean_absolute_error: 91.7724 - val_loss: 40097.9259 - val_mean_absolute_error: 165.7056 Epoch 2429/5000 148/148 [==============================] - 0s 34us/step - loss: 19024.8184 - mean_absolute_error: 91.7324 - val_loss: 40078.5557 - val_mean_absolute_error: 165.6454 Epoch 2430/5000 148/148 [==============================] - 0s 20us/step - loss: 19016.7891 - mean_absolute_error: 91.6925 - val_loss: 40059.2089 - val_mean_absolute_error: 165.5853 Epoch 2431/5000 148/148 [==============================] - 0s 34us/step - loss: 19008.7754 - mean_absolute_error: 91.6526 - val_loss: 40039.9005 - val_mean_absolute_error: 165.5253 Epoch 2432/5000 148/148 [==============================] - 0s 34us/step - loss: 19000.7812 - mean_absolute_error: 91.6127 - val_loss: 40020.6196 - val_mean_absolute_error: 165.4653 Epoch 2433/5000 148/148 [==============================] - 0s 27us/step - loss: 18992.8066 - mean_absolute_error: 91.5729 - val_loss: 40001.3650 - val_mean_absolute_error: 165.4053 Epoch 2434/5000 148/148 [==============================] - 0s 27us/step - loss: 18984.8535 - mean_absolute_error: 91.5331 - val_loss: 39982.1415 - val_mean_absolute_error: 165.3455 Epoch 2435/5000 148/148 [==============================] - 0s 34us/step - loss: 18976.9121 - mean_absolute_error: 91.4934 - val_loss: 39962.9449 - val_mean_absolute_error: 165.2856 Epoch 2436/5000 148/148 [==============================] - 0s 27us/step - loss: 18968.9922 - mean_absolute_error: 91.4537 - val_loss: 39943.7796 - val_mean_absolute_error: 165.2259 Epoch 2437/5000 148/148 [==============================] - 0s 41us/step - loss: 18961.0918 - mean_absolute_error: 91.4140 - val_loss: 39924.6408 - val_mean_absolute_error: 165.1661 Epoch 2438/5000 148/148 [==============================] - 0s 34us/step - loss: 18953.2070 - mean_absolute_error: 91.3743 - val_loss: 39905.5329 - val_mean_absolute_error: 165.1065 Epoch 2439/5000 148/148 [==============================] - 0s 34us/step - loss: 18945.3398 - mean_absolute_error: 91.3348 - val_loss: 39886.4524 - val_mean_absolute_error: 165.0469 Epoch 2440/5000 148/148 [==============================] - 0s 27us/step - loss: 18937.4922 - mean_absolute_error: 91.2952 - val_loss: 39867.4023 - val_mean_absolute_error: 164.9873 Epoch 2441/5000 148/148 [==============================] - 0s 27us/step - loss: 18929.6621 - mean_absolute_error: 91.2557 - val_loss: 39848.3869 - val_mean_absolute_error: 164.9278 Epoch 2442/5000 148/148 [==============================] - 0s 27us/step - loss: 18921.8496 - mean_absolute_error: 91.2162 - val_loss: 39829.3873 - val_mean_absolute_error: 164.8684 Epoch 2443/5000 148/148 [==============================] - 0s 34us/step - loss: 18914.0566 - mean_absolute_error: 91.1767 - val_loss: 39810.4220 - val_mean_absolute_error: 164.8089 Epoch 2444/5000 148/148 [==============================] - 0s 27us/step - loss: 18906.2812 - mean_absolute_error: 91.1373 - val_loss: 39791.4836 - val_mean_absolute_error: 164.7496 Epoch 2445/5000 148/148 [==============================] - 0s 20us/step - loss: 18898.5215 - mean_absolute_error: 91.0979 - val_loss: 39772.5804 - val_mean_absolute_error: 164.6903 Epoch 2446/5000 148/148 [==============================] - 0s 27us/step - loss: 18890.7832 - mean_absolute_error: 91.0586 - val_loss: 39753.6997 - val_mean_absolute_error: 164.6311 Epoch 2447/5000 148/148 [==============================] - 0s 34us/step - loss: 18883.0566 - mean_absolute_error: 91.0193 - val_loss: 39734.8500 - val_mean_absolute_error: 164.5719 Epoch 2448/5000 148/148 [==============================] - 0s 27us/step - loss: 18875.3535 - mean_absolute_error: 90.9801 - val_loss: 39716.0277 - val_mean_absolute_error: 164.5128 Epoch 2449/5000 148/148 [==============================] - 0s 27us/step - loss: 18867.6660 - mean_absolute_error: 90.9408 - val_loss: 39697.2356 - val_mean_absolute_error: 164.4537 Epoch 2450/5000 148/148 [==============================] - 0s 34us/step - loss: 18859.9980 - mean_absolute_error: 90.9017 - val_loss: 39678.4669 - val_mean_absolute_error: 164.3947 Epoch 2451/5000 148/148 [==============================] - 0s 20us/step - loss: 18852.3438 - mean_absolute_error: 90.8625 - val_loss: 39659.7332 - val_mean_absolute_error: 164.3358 Epoch 2452/5000 148/148 [==============================] - 0s 27us/step - loss: 18844.7109 - mean_absolute_error: 90.8234 - val_loss: 39641.0300 - val_mean_absolute_error: 164.2769 Epoch 2453/5000 148/148 [==============================] - 0s 27us/step - loss: 18837.0938 - mean_absolute_error: 90.7843 - val_loss: 39622.3542 - val_mean_absolute_error: 164.2180 Epoch 2454/5000 148/148 [==============================] - 0s 27us/step - loss: 18829.4941 - mean_absolute_error: 90.7453 - val_loss: 39603.7010 - val_mean_absolute_error: 164.1592 Epoch 2455/5000 148/148 [==============================] - 0s 34us/step - loss: 18821.8809 - mean_absolute_error: 90.7062 - val_loss: 39585.0286 - val_mean_absolute_error: 164.1004 Epoch 2456/5000 148/148 [==============================] - 0s 34us/step - loss: 18814.2500 - mean_absolute_error: 90.6672 - val_loss: 39566.3451 - val_mean_absolute_error: 164.0415 Epoch 2457/5000 148/148 [==============================] - 0s 20us/step - loss: 18806.6309 - mean_absolute_error: 90.6281 - val_loss: 39547.6496 - val_mean_absolute_error: 163.9826 Epoch 2458/5000 148/148 [==============================] - 0s 34us/step - loss: 18799.0137 - mean_absolute_error: 90.5889 - val_loss: 39528.9466 - val_mean_absolute_error: 163.9237 Epoch 2459/5000 148/148 [==============================] - 0s 27us/step - loss: 18791.4043 - mean_absolute_error: 90.5498 - val_loss: 39510.2433 - val_mean_absolute_error: 163.8647 Epoch 2460/5000 148/148 [==============================] - 0s 20us/step - loss: 18783.8008 - mean_absolute_error: 90.5107 - val_loss: 39491.5362 - val_mean_absolute_error: 163.8057 Epoch 2461/5000 148/148 [==============================] - 0s 27us/step - loss: 18776.2090 - mean_absolute_error: 90.4716 - val_loss: 39472.8409 - val_mean_absolute_error: 163.7468 Epoch 2462/5000 148/148 [==============================] - 0s 34us/step - loss: 18768.6270 - mean_absolute_error: 90.4325 - val_loss: 39454.1377 - val_mean_absolute_error: 163.6878 Epoch 2463/5000 148/148 [==============================] - 0s 27us/step - loss: 18761.0527 - mean_absolute_error: 90.3934 - val_loss: 39435.4503 - val_mean_absolute_error: 163.6289 Epoch 2464/5000 148/148 [==============================] - 0s 27us/step - loss: 18753.4941 - mean_absolute_error: 90.3543 - val_loss: 39416.7702 - val_mean_absolute_error: 163.5700 Epoch 2465/5000 148/148 [==============================] - 0s 27us/step - loss: 18745.9414 - mean_absolute_error: 90.3152 - val_loss: 39398.1098 - val_mean_absolute_error: 163.5111 Epoch 2466/5000 148/148 [==============================] - 0s 27us/step - loss: 18738.4062 - mean_absolute_error: 90.2761 - val_loss: 39379.4490 - val_mean_absolute_error: 163.4521 Epoch 2467/5000 148/148 [==============================] - 0s 27us/step - loss: 18730.8789 - mean_absolute_error: 90.2371 - val_loss: 39360.8040 - val_mean_absolute_error: 163.3933 Epoch 2468/5000 148/148 [==============================] - 0s 20us/step - loss: 18723.3633 - mean_absolute_error: 90.1980 - val_loss: 39342.2241 - val_mean_absolute_error: 163.3345 Epoch 2469/5000 148/148 [==============================] - 0s 34us/step - loss: 18715.7812 - mean_absolute_error: 90.1589 - val_loss: 39323.6981 - val_mean_absolute_error: 163.2759 Epoch 2470/5000 148/148 [==============================] - 0s 27us/step - loss: 18708.2012 - mean_absolute_error: 90.1197 - val_loss: 39305.2341 - val_mean_absolute_error: 163.2174 Epoch 2471/5000 148/148 [==============================] - 0s 27us/step - loss: 18700.6250 - mean_absolute_error: 90.0804 - val_loss: 39286.8122 - val_mean_absolute_error: 163.1590 Epoch 2472/5000 148/148 [==============================] - 0s 27us/step - loss: 18693.0488 - mean_absolute_error: 90.0412 - val_loss: 39268.4408 - val_mean_absolute_error: 163.1008 Epoch 2473/5000 148/148 [==============================] - 0s 27us/step - loss: 18685.4766 - mean_absolute_error: 90.0019 - val_loss: 39250.1190 - val_mean_absolute_error: 163.0426 Epoch 2474/5000 148/148 [==============================] - 0s 27us/step - loss: 18677.9121 - mean_absolute_error: 89.9627 - val_loss: 39231.8363 - val_mean_absolute_error: 162.9845 Epoch 2475/5000 148/148 [==============================] - 0s 34us/step - loss: 18670.3535 - mean_absolute_error: 89.9234 - val_loss: 39213.5955 - val_mean_absolute_error: 162.9265 Epoch 2476/5000 148/148 [==============================] - 0s 34us/step - loss: 18662.8027 - mean_absolute_error: 89.8842 - val_loss: 39195.4015 - val_mean_absolute_error: 162.8686 Epoch 2477/5000 148/148 [==============================] - 0s 27us/step - loss: 18655.2637 - mean_absolute_error: 89.8449 - val_loss: 39177.2417 - val_mean_absolute_error: 162.8108 Epoch 2478/5000 148/148 [==============================] - 0s 20us/step - loss: 18647.7285 - mean_absolute_error: 89.8057 - val_loss: 39159.1131 - val_mean_absolute_error: 162.7530 Epoch 2479/5000 148/148 [==============================] - 0s 27us/step - loss: 18640.2109 - mean_absolute_error: 89.7664 - val_loss: 39141.0270 - val_mean_absolute_error: 162.6954 Epoch 2480/5000 148/148 [==============================] - 0s 20us/step - loss: 18632.7031 - mean_absolute_error: 89.7272 - val_loss: 39122.9790 - val_mean_absolute_error: 162.6378 Epoch 2481/5000 148/148 [==============================] - 0s 27us/step - loss: 18625.2051 - mean_absolute_error: 89.6881 - val_loss: 39104.9543 - val_mean_absolute_error: 162.5802 Epoch 2482/5000 148/148 [==============================] - 0s 34us/step - loss: 18617.7207 - mean_absolute_error: 89.6489 - val_loss: 39086.9679 - val_mean_absolute_error: 162.5228 Epoch 2483/5000 148/148 [==============================] - 0s 34us/step - loss: 18610.2480 - mean_absolute_error: 89.6097 - val_loss: 39069.0090 - val_mean_absolute_error: 162.4654 Epoch 2484/5000 148/148 [==============================] - 0s 20us/step - loss: 18602.7891 - mean_absolute_error: 89.5706 - val_loss: 39051.0841 - val_mean_absolute_error: 162.4080 Epoch 2485/5000 148/148 [==============================] - 0s 27us/step - loss: 18595.3457 - mean_absolute_error: 89.5315 - val_loss: 39033.1945 - val_mean_absolute_error: 162.3508 Epoch 2486/5000 148/148 [==============================] - 0s 27us/step - loss: 18587.9160 - mean_absolute_error: 89.4925 - val_loss: 39015.3199 - val_mean_absolute_error: 162.2935 Epoch 2487/5000 148/148 [==============================] - 0s 34us/step - loss: 18580.4980 - mean_absolute_error: 89.4542 - val_loss: 38997.4881 - val_mean_absolute_error: 162.2364 Epoch 2488/5000 148/148 [==============================] - 0s 27us/step - loss: 18573.1035 - mean_absolute_error: 89.4159 - val_loss: 38979.6829 - val_mean_absolute_error: 162.1793 Epoch 2489/5000 148/148 [==============================] - 0s 27us/step - loss: 18565.7109 - mean_absolute_error: 89.3776 - val_loss: 38961.8974 - val_mean_absolute_error: 162.1223 Epoch 2490/5000 148/148 [==============================] - 0s 27us/step - loss: 18558.3418 - mean_absolute_error: 89.3394 - val_loss: 38944.1427 - val_mean_absolute_error: 162.0653 Epoch 2491/5000 148/148 [==============================] - 0s 34us/step - loss: 18550.9902 - mean_absolute_error: 89.3012 - val_loss: 38926.4107 - val_mean_absolute_error: 162.0083 Epoch 2492/5000 148/148 [==============================] - 0s 27us/step - loss: 18543.6445 - mean_absolute_error: 89.2630 - val_loss: 38908.7136 - val_mean_absolute_error: 161.9514 Epoch 2493/5000 148/148 [==============================] - 0s 34us/step - loss: 18536.3223 - mean_absolute_error: 89.2249 - val_loss: 38891.0356 - val_mean_absolute_error: 161.8946 Epoch 2494/5000 148/148 [==============================] - 0s 27us/step - loss: 18529.0137 - mean_absolute_error: 89.1868 - val_loss: 38873.3850 - val_mean_absolute_error: 161.8379 Epoch 2495/5000 148/148 [==============================] - 0s 27us/step - loss: 18521.7207 - mean_absolute_error: 89.1487 - val_loss: 38855.7689 - val_mean_absolute_error: 161.7812 Epoch 2496/5000 148/148 [==============================] - 0s 20us/step - loss: 18514.4453 - mean_absolute_error: 89.1107 - val_loss: 38838.1679 - val_mean_absolute_error: 161.7245 Epoch 2497/5000 148/148 [==============================] - 0s 27us/step - loss: 18507.1816 - mean_absolute_error: 89.0727 - val_loss: 38820.5944 - val_mean_absolute_error: 161.6686 Epoch 2498/5000 148/148 [==============================] - 0s 34us/step - loss: 18499.9375 - mean_absolute_error: 89.0347 - val_loss: 38803.0517 - val_mean_absolute_error: 161.6134 Epoch 2499/5000 148/148 [==============================] - 0s 27us/step - loss: 18492.7070 - mean_absolute_error: 88.9968 - val_loss: 38785.5240 - val_mean_absolute_error: 161.5582 Epoch 2500/5000 148/148 [==============================] - 0s 27us/step - loss: 18485.4941 - mean_absolute_error: 88.9589 - val_loss: 38768.0314 - val_mean_absolute_error: 161.5031 Epoch 2501/5000 148/148 [==============================] - 0s 27us/step - loss: 18478.2988 - mean_absolute_error: 88.9210 - val_loss: 38750.5576 - val_mean_absolute_error: 161.4480 Epoch 2502/5000 148/148 [==============================] - 0s 27us/step - loss: 18471.1172 - mean_absolute_error: 88.8832 - val_loss: 38733.1113 - val_mean_absolute_error: 161.3929 Epoch 2503/5000 148/148 [==============================] - 0s 41us/step - loss: 18463.9551 - mean_absolute_error: 88.8454 - val_loss: 38715.6917 - val_mean_absolute_error: 161.3380 Epoch 2504/5000 148/148 [==============================] - 0s 27us/step - loss: 18456.8066 - mean_absolute_error: 88.8077 - val_loss: 38698.2873 - val_mean_absolute_error: 161.2830 Epoch 2505/5000 148/148 [==============================] - 0s 27us/step - loss: 18449.6758 - mean_absolute_error: 88.7700 - val_loss: 38680.9140 - val_mean_absolute_error: 161.2281 Epoch 2506/5000 148/148 [==============================] - 0s 27us/step - loss: 18442.5586 - mean_absolute_error: 88.7323 - val_loss: 38663.5563 - val_mean_absolute_error: 161.1733 Epoch 2507/5000 148/148 [==============================] - 0s 20us/step - loss: 18435.4570 - mean_absolute_error: 88.6947 - val_loss: 38646.2328 - val_mean_absolute_error: 161.1184 Epoch 2508/5000 148/148 [==============================] - 0s 27us/step - loss: 18428.3750 - mean_absolute_error: 88.6571 - val_loss: 38628.9329 - val_mean_absolute_error: 161.0637 Epoch 2509/5000 148/148 [==============================] - 0s 20us/step - loss: 18421.3066 - mean_absolute_error: 88.6196 - val_loss: 38611.6523 - val_mean_absolute_error: 161.0090 Epoch 2510/5000 148/148 [==============================] - 0s 34us/step - loss: 18414.2559 - mean_absolute_error: 88.5821 - val_loss: 38594.3944 - val_mean_absolute_error: 160.9543 Epoch 2511/5000 148/148 [==============================] - 0s 34us/step - loss: 18407.2188 - mean_absolute_error: 88.5446 - val_loss: 38577.1677 - val_mean_absolute_error: 160.8997 Epoch 2512/5000 148/148 [==============================] - 0s 27us/step - loss: 18400.2012 - mean_absolute_error: 88.5072 - val_loss: 38559.9565 - val_mean_absolute_error: 160.8452 Epoch 2513/5000 148/148 [==============================] - 0s 27us/step - loss: 18393.1973 - mean_absolute_error: 88.4698 - val_loss: 38542.7758 - val_mean_absolute_error: 160.7906 Epoch 2514/5000 148/148 [==============================] - 0s 20us/step - loss: 18386.2090 - mean_absolute_error: 88.4324 - val_loss: 38525.6143 - val_mean_absolute_error: 160.7361 Epoch 2515/5000 148/148 [==============================] - 0s 27us/step - loss: 18379.2363 - mean_absolute_error: 88.3951 - val_loss: 38508.4722 - val_mean_absolute_error: 160.6817 Epoch 2516/5000 148/148 [==============================] - 0s 20us/step - loss: 18372.2852 - mean_absolute_error: 88.3578 - val_loss: 38491.3611 - val_mean_absolute_error: 160.6274 Epoch 2517/5000 148/148 [==============================] - 0s 41us/step - loss: 18365.3438 - mean_absolute_error: 88.3206 - val_loss: 38474.2690 - val_mean_absolute_error: 160.5730 Epoch 2518/5000 148/148 [==============================] - 0s 27us/step - loss: 18358.4180 - mean_absolute_error: 88.2834 - val_loss: 38457.2042 - val_mean_absolute_error: 160.5187 Epoch 2519/5000 148/148 [==============================] - 0s 27us/step - loss: 18351.5098 - mean_absolute_error: 88.2462 - val_loss: 38440.1586 - val_mean_absolute_error: 160.4645 Epoch 2520/5000 148/148 [==============================] - 0s 34us/step - loss: 18344.6191 - mean_absolute_error: 88.2091 - val_loss: 38423.1399 - val_mean_absolute_error: 160.4103 Epoch 2521/5000 148/148 [==============================] - 0s 27us/step - loss: 18337.7441 - mean_absolute_error: 88.1720 - val_loss: 38406.1404 - val_mean_absolute_error: 160.3562 Epoch 2522/5000 148/148 [==============================] - 0s 20us/step - loss: 18330.8828 - mean_absolute_error: 88.1350 - val_loss: 38389.1720 - val_mean_absolute_error: 160.3021 Epoch 2523/5000 148/148 [==============================] - 0s 20us/step - loss: 18324.0391 - mean_absolute_error: 88.0980 - val_loss: 38372.2185 - val_mean_absolute_error: 160.2480 Epoch 2524/5000 148/148 [==============================] - 0s 27us/step - loss: 18317.2090 - mean_absolute_error: 88.0610 - val_loss: 38355.2925 - val_mean_absolute_error: 160.1940 Epoch 2525/5000 148/148 [==============================] - 0s 27us/step - loss: 18310.3945 - mean_absolute_error: 88.0240 - val_loss: 38338.3892 - val_mean_absolute_error: 160.1401 Epoch 2526/5000 148/148 [==============================] - 0s 27us/step - loss: 18303.5957 - mean_absolute_error: 87.9872 - val_loss: 38321.5055 - val_mean_absolute_error: 160.0862 Epoch 2527/5000 148/148 [==============================] - 0s 20us/step - loss: 18296.8125 - mean_absolute_error: 87.9503 - val_loss: 38304.6527 - val_mean_absolute_error: 160.0323 Epoch 2528/5000 148/148 [==============================] - 0s 20us/step - loss: 18290.0469 - mean_absolute_error: 87.9135 - val_loss: 38287.8153 - val_mean_absolute_error: 159.9785 Epoch 2529/5000 148/148 [==============================] - 0s 27us/step - loss: 18283.2949 - mean_absolute_error: 87.8767 - val_loss: 38271.0083 - val_mean_absolute_error: 159.9247 Epoch 2530/5000 148/148 [==============================] - 0s 27us/step - loss: 18276.5586 - mean_absolute_error: 87.8400 - val_loss: 38254.2208 - val_mean_absolute_error: 159.8710 Epoch 2531/5000 148/148 [==============================] - 0s 27us/step - loss: 18269.8418 - mean_absolute_error: 87.8033 - val_loss: 38237.4528 - val_mean_absolute_error: 159.8174 Epoch 2532/5000 148/148 [==============================] - 0s 20us/step - loss: 18263.1348 - mean_absolute_error: 87.7667 - val_loss: 38220.7116 - val_mean_absolute_error: 159.7638 Epoch 2533/5000 148/148 [==============================] - 0s 34us/step - loss: 18256.4434 - mean_absolute_error: 87.7301 - val_loss: 38203.9975 - val_mean_absolute_error: 159.7102 Epoch 2534/5000 148/148 [==============================] - 0s 27us/step - loss: 18249.7715 - mean_absolute_error: 87.6935 - val_loss: 38187.2984 - val_mean_absolute_error: 159.6567 Epoch 2535/5000 148/148 [==============================] - 0s 20us/step - loss: 18243.1113 - mean_absolute_error: 87.6569 - val_loss: 38170.6268 - val_mean_absolute_error: 159.6032 Epoch 2536/5000 148/148 [==============================] - 0s 27us/step - loss: 18236.4648 - mean_absolute_error: 87.6204 - val_loss: 38153.9859 - val_mean_absolute_error: 159.5498 Epoch 2537/5000 148/148 [==============================] - 0s 27us/step - loss: 18229.8379 - mean_absolute_error: 87.5840 - val_loss: 38137.3528 - val_mean_absolute_error: 159.4964 Epoch 2538/5000 148/148 [==============================] - 0s 34us/step - loss: 18223.2266 - mean_absolute_error: 87.5476 - val_loss: 38120.7544 - val_mean_absolute_error: 159.4431 Epoch 2539/5000 148/148 [==============================] - 0s 27us/step - loss: 18216.6270 - mean_absolute_error: 87.5112 - val_loss: 38104.1789 - val_mean_absolute_error: 159.3900 Epoch 2540/5000 148/148 [==============================] - 0s 27us/step - loss: 18210.0430 - mean_absolute_error: 87.4748 - val_loss: 38087.6224 - val_mean_absolute_error: 159.3380 Epoch 2541/5000 148/148 [==============================] - 0s 20us/step - loss: 18203.4727 - mean_absolute_error: 87.4385 - val_loss: 38071.0893 - val_mean_absolute_error: 159.2861 Epoch 2542/5000 148/148 [==============================] - 0s 27us/step - loss: 18196.9180 - mean_absolute_error: 87.4023 - val_loss: 38054.5795 - val_mean_absolute_error: 159.2342 Epoch 2543/5000 148/148 [==============================] - 0s 34us/step - loss: 18190.3809 - mean_absolute_error: 87.3660 - val_loss: 38038.0928 - val_mean_absolute_error: 159.1824 Epoch 2544/5000 148/148 [==============================] - 0s 27us/step - loss: 18183.8574 - mean_absolute_error: 87.3298 - val_loss: 38021.6293 - val_mean_absolute_error: 159.1306 Epoch 2545/5000 148/148 [==============================] - 0s 27us/step - loss: 18177.3457 - mean_absolute_error: 87.2937 - val_loss: 38005.1886 - val_mean_absolute_error: 159.0789 Epoch 2546/5000 148/148 [==============================] - 0s 34us/step - loss: 18170.8555 - mean_absolute_error: 87.2576 - val_loss: 37988.7634 - val_mean_absolute_error: 159.0272 Epoch 2547/5000 148/148 [==============================] - 0s 20us/step - loss: 18164.3711 - mean_absolute_error: 87.2215 - val_loss: 37972.3729 - val_mean_absolute_error: 158.9756 Epoch 2548/5000 148/148 [==============================] - 0s 27us/step - loss: 18157.9062 - mean_absolute_error: 87.1855 - val_loss: 37956.0017 - val_mean_absolute_error: 158.9240 Epoch 2549/5000 148/148 [==============================] - 0s 34us/step - loss: 18151.4570 - mean_absolute_error: 87.1495 - val_loss: 37939.6460 - val_mean_absolute_error: 158.8725 Epoch 2550/5000 148/148 [==============================] - 0s 27us/step - loss: 18145.0215 - mean_absolute_error: 87.1135 - val_loss: 37923.3213 - val_mean_absolute_error: 158.8210 Epoch 2551/5000 148/148 [==============================] - 0s 27us/step - loss: 18138.6035 - mean_absolute_error: 87.0776 - val_loss: 37907.0234 - val_mean_absolute_error: 158.7696 Epoch 2552/5000 148/148 [==============================] - 0s 20us/step - loss: 18132.1973 - mean_absolute_error: 87.0417 - val_loss: 37890.7372 - val_mean_absolute_error: 158.7181 Epoch 2553/5000 148/148 [==============================] - 0s 27us/step - loss: 18125.8047 - mean_absolute_error: 87.0059 - val_loss: 37874.4664 - val_mean_absolute_error: 158.6667 Epoch 2554/5000 148/148 [==============================] - 0s 27us/step - loss: 18119.4277 - mean_absolute_error: 86.9701 - val_loss: 37858.2223 - val_mean_absolute_error: 158.6153 Epoch 2555/5000 148/148 [==============================] - 0s 27us/step - loss: 18113.0664 - mean_absolute_error: 86.9343 - val_loss: 37842.0011 - val_mean_absolute_error: 158.5640 Epoch 2556/5000 148/148 [==============================] - 0s 34us/step - loss: 18106.7148 - mean_absolute_error: 86.8986 - val_loss: 37825.8035 - val_mean_absolute_error: 158.5127 Epoch 2557/5000 148/148 [==============================] - 0s 34us/step - loss: 18100.3809 - mean_absolute_error: 86.8629 - val_loss: 37809.6327 - val_mean_absolute_error: 158.4615 Epoch 2558/5000 148/148 [==============================] - 0s 34us/step - loss: 18094.0645 - mean_absolute_error: 86.8272 - val_loss: 37793.4852 - val_mean_absolute_error: 158.4103 Epoch 2559/5000 148/148 [==============================] - 0s 27us/step - loss: 18087.7559 - mean_absolute_error: 86.7916 - val_loss: 37777.3531 - val_mean_absolute_error: 158.3592 Epoch 2560/5000 148/148 [==============================] - 0s 20us/step - loss: 18081.4648 - mean_absolute_error: 86.7561 - val_loss: 37761.2442 - val_mean_absolute_error: 158.3081 Epoch 2561/5000 148/148 [==============================] - 0s 27us/step - loss: 18075.1895 - mean_absolute_error: 86.7205 - val_loss: 37745.1583 - val_mean_absolute_error: 158.2571 Epoch 2562/5000 148/148 [==============================] - 0s 27us/step - loss: 18068.9277 - mean_absolute_error: 86.6850 - val_loss: 37729.0646 - val_mean_absolute_error: 158.2060 Epoch 2563/5000 148/148 [==============================] - 0s 20us/step - loss: 18062.6777 - mean_absolute_error: 86.6496 - val_loss: 37712.9477 - val_mean_absolute_error: 158.1550 Epoch 2564/5000 148/148 [==============================] - 0s 27us/step - loss: 18056.4434 - mean_absolute_error: 86.6142 - val_loss: 37696.8465 - val_mean_absolute_error: 158.1040 Epoch 2565/5000 148/148 [==============================] - 0s 34us/step - loss: 18050.2266 - mean_absolute_error: 86.5788 - val_loss: 37680.7760 - val_mean_absolute_error: 158.0530 Epoch 2566/5000 148/148 [==============================] - 0s 34us/step - loss: 18044.0195 - mean_absolute_error: 86.5434 - val_loss: 37664.7210 - val_mean_absolute_error: 158.0022 Epoch 2567/5000 148/148 [==============================] - 0s 34us/step - loss: 18037.8262 - mean_absolute_error: 86.5081 - val_loss: 37648.6892 - val_mean_absolute_error: 157.9513 Epoch 2568/5000 148/148 [==============================] - 0s 27us/step - loss: 18031.6465 - mean_absolute_error: 86.4729 - val_loss: 37632.6843 - val_mean_absolute_error: 157.9005 Epoch 2569/5000 148/148 [==============================] - 0s 27us/step - loss: 18025.4824 - mean_absolute_error: 86.4376 - val_loss: 37616.7023 - val_mean_absolute_error: 157.8498 Epoch 2570/5000 148/148 [==============================] - 0s 34us/step - loss: 18019.3320 - mean_absolute_error: 86.4025 - val_loss: 37600.7398 - val_mean_absolute_error: 157.7990 Epoch 2571/5000 148/148 [==============================] - 0s 34us/step - loss: 18013.1934 - mean_absolute_error: 86.3673 - val_loss: 37584.8002 - val_mean_absolute_error: 157.7484 Epoch 2572/5000 148/148 [==============================] - 0s 27us/step - loss: 18007.0723 - mean_absolute_error: 86.3322 - val_loss: 37568.8878 - val_mean_absolute_error: 157.6978 Epoch 2573/5000 148/148 [==============================] - 0s 27us/step - loss: 18000.9629 - mean_absolute_error: 86.2971 - val_loss: 37552.9947 - val_mean_absolute_error: 157.6472 Epoch 2574/5000 148/148 [==============================] - 0s 34us/step - loss: 17994.8691 - mean_absolute_error: 86.2621 - val_loss: 37537.1208 - val_mean_absolute_error: 157.5967 Epoch 2575/5000 148/148 [==============================] - 0s 34us/step - loss: 17988.7871 - mean_absolute_error: 86.2271 - val_loss: 37521.2738 - val_mean_absolute_error: 157.5462 Epoch 2576/5000 148/148 [==============================] - 0s 20us/step - loss: 17982.7188 - mean_absolute_error: 86.1921 - val_loss: 37505.4461 - val_mean_absolute_error: 157.4958 Epoch 2577/5000 148/148 [==============================] - 0s 41us/step - loss: 17976.6660 - mean_absolute_error: 86.1572 - val_loss: 37489.6417 - val_mean_absolute_error: 157.4454 Epoch 2578/5000 148/148 [==============================] - 0s 27us/step - loss: 17970.6250 - mean_absolute_error: 86.1223 - val_loss: 37473.8601 - val_mean_absolute_error: 157.3951 Epoch 2579/5000 148/148 [==============================] - 0s 27us/step - loss: 17964.5977 - mean_absolute_error: 86.0875 - val_loss: 37458.1019 - val_mean_absolute_error: 157.3448 Epoch 2580/5000 148/148 [==============================] - 0s 27us/step - loss: 17958.5840 - mean_absolute_error: 86.0527 - val_loss: 37442.3668 - val_mean_absolute_error: 157.2946 Epoch 2581/5000 148/148 [==============================] - 0s 27us/step - loss: 17952.5820 - mean_absolute_error: 86.0179 - val_loss: 37426.6509 - val_mean_absolute_error: 157.2444 Epoch 2582/5000 148/148 [==============================] - 0s 27us/step - loss: 17946.5977 - mean_absolute_error: 85.9832 - val_loss: 37410.9582 - val_mean_absolute_error: 157.1943 Epoch 2583/5000 148/148 [==============================] - 0s 27us/step - loss: 17940.6230 - mean_absolute_error: 85.9485 - val_loss: 37395.2886 - val_mean_absolute_error: 157.1442 Epoch 2584/5000 148/148 [==============================] - 0s 34us/step - loss: 17934.6621 - mean_absolute_error: 85.9138 - val_loss: 37379.6420 - val_mean_absolute_error: 157.0942 Epoch 2585/5000 148/148 [==============================] - 0s 27us/step - loss: 17928.7188 - mean_absolute_error: 85.8792 - val_loss: 37364.0225 - val_mean_absolute_error: 157.0442 Epoch 2586/5000 148/148 [==============================] - 0s 27us/step - loss: 17922.7832 - mean_absolute_error: 85.8446 - val_loss: 37348.4182 - val_mean_absolute_error: 156.9943 Epoch 2587/5000 148/148 [==============================] - 0s 27us/step - loss: 17916.8633 - mean_absolute_error: 85.8101 - val_loss: 37332.8373 - val_mean_absolute_error: 156.9444 Epoch 2588/5000 148/148 [==============================] - 0s 27us/step - loss: 17910.9590 - mean_absolute_error: 85.7756 - val_loss: 37317.2409 - val_mean_absolute_error: 156.8945 Epoch 2589/5000 148/148 [==============================] - 0s 20us/step - loss: 17905.0645 - mean_absolute_error: 85.7412 - val_loss: 37301.6215 - val_mean_absolute_error: 156.8446 Epoch 2590/5000 148/148 [==============================] - 0s 34us/step - loss: 17899.1816 - mean_absolute_error: 85.7077 - val_loss: 37286.0210 - val_mean_absolute_error: 156.7947 Epoch 2591/5000 148/148 [==============================] - 0s 27us/step - loss: 17893.3184 - mean_absolute_error: 85.6742 - val_loss: 37270.4478 - val_mean_absolute_error: 156.7449 Epoch 2592/5000 148/148 [==============================] - 0s 27us/step - loss: 17887.4609 - mean_absolute_error: 85.6408 - val_loss: 37254.8975 - val_mean_absolute_error: 156.6952 Epoch 2593/5000 148/148 [==============================] - 0s 27us/step - loss: 17881.6211 - mean_absolute_error: 85.6074 - val_loss: 37239.3590 - val_mean_absolute_error: 156.6455 Epoch 2594/5000 148/148 [==============================] - 0s 34us/step - loss: 17875.7930 - mean_absolute_error: 85.5747 - val_loss: 37223.8512 - val_mean_absolute_error: 156.5958 Epoch 2595/5000 148/148 [==============================] - 0s 34us/step - loss: 17869.9785 - mean_absolute_error: 85.5423 - val_loss: 37208.3671 - val_mean_absolute_error: 156.5462 Epoch 2596/5000 148/148 [==============================] - 0s 20us/step - loss: 17864.1797 - mean_absolute_error: 85.5099 - val_loss: 37192.9056 - val_mean_absolute_error: 156.4966 Epoch 2597/5000 148/148 [==============================] - 0s 27us/step - loss: 17858.3887 - mean_absolute_error: 85.4778 - val_loss: 37177.4557 - val_mean_absolute_error: 156.4471 Epoch 2598/5000 148/148 [==============================] - 0s 27us/step - loss: 17852.6133 - mean_absolute_error: 85.4459 - val_loss: 37162.0365 - val_mean_absolute_error: 156.3976 Epoch 2599/5000 148/148 [==============================] - 0s 27us/step - loss: 17846.8496 - mean_absolute_error: 85.4140 - val_loss: 37146.6365 - val_mean_absolute_error: 156.3482 Epoch 2600/5000 148/148 [==============================] - 0s 27us/step - loss: 17841.0977 - mean_absolute_error: 85.3827 - val_loss: 37131.2636 - val_mean_absolute_error: 156.2989 Epoch 2601/5000 148/148 [==============================] - 0s 27us/step - loss: 17835.3613 - mean_absolute_error: 85.3519 - val_loss: 37115.9024 - val_mean_absolute_error: 156.2496 Epoch 2602/5000 148/148 [==============================] - 0s 27us/step - loss: 17829.6367 - mean_absolute_error: 85.3211 - val_loss: 37100.5720 - val_mean_absolute_error: 156.2003 Epoch 2603/5000 148/148 [==============================] - 0s 27us/step - loss: 17823.9238 - mean_absolute_error: 85.2903 - val_loss: 37085.2570 - val_mean_absolute_error: 156.1511 Epoch 2604/5000 148/148 [==============================] - 0s 27us/step - loss: 17818.2246 - mean_absolute_error: 85.2596 - val_loss: 37069.9730 - val_mean_absolute_error: 156.1019 Epoch 2605/5000 148/148 [==============================] - 0s 34us/step - loss: 17812.5391 - mean_absolute_error: 85.2289 - val_loss: 37054.7043 - val_mean_absolute_error: 156.0528 Epoch 2606/5000 148/148 [==============================] - 0s 27us/step - loss: 17806.8652 - mean_absolute_error: 85.1982 - val_loss: 37039.4392 - val_mean_absolute_error: 156.0037 Epoch 2607/5000 148/148 [==============================] - 0s 27us/step - loss: 17801.2031 - mean_absolute_error: 85.1676 - val_loss: 37024.1897 - val_mean_absolute_error: 155.9546 Epoch 2608/5000 148/148 [==============================] - 0s 20us/step - loss: 17795.5547 - mean_absolute_error: 85.1369 - val_loss: 37008.9672 - val_mean_absolute_error: 155.9056 Epoch 2609/5000 148/148 [==============================] - 0s 27us/step - loss: 17789.9160 - mean_absolute_error: 85.1064 - val_loss: 36993.7640 - val_mean_absolute_error: 155.8566 Epoch 2610/5000 148/148 [==============================] - 0s 27us/step - loss: 17784.2930 - mean_absolute_error: 85.0758 - val_loss: 36978.5798 - val_mean_absolute_error: 155.8077 Epoch 2611/5000 148/148 [==============================] - 0s 27us/step - loss: 17778.6816 - mean_absolute_error: 85.0453 - val_loss: 36963.4269 - val_mean_absolute_error: 155.7588 Epoch 2612/5000 148/148 [==============================] - 0s 27us/step - loss: 17773.0840 - mean_absolute_error: 85.0148 - val_loss: 36948.2892 - val_mean_absolute_error: 155.7099 Epoch 2613/5000 148/148 [==============================] - 0s 34us/step - loss: 17767.4961 - mean_absolute_error: 84.9843 - val_loss: 36933.1746 - val_mean_absolute_error: 155.6612 Epoch 2614/5000 148/148 [==============================] - 0s 27us/step - loss: 17761.9219 - mean_absolute_error: 84.9539 - val_loss: 36918.0793 - val_mean_absolute_error: 155.6124 Epoch 2615/5000 148/148 [==============================] - 0s 27us/step - loss: 17756.3594 - mean_absolute_error: 84.9235 - val_loss: 36903.0071 - val_mean_absolute_error: 155.5638 Epoch 2616/5000 148/148 [==============================] - 0s 27us/step - loss: 17750.8086 - mean_absolute_error: 84.8931 - val_loss: 36887.9079 - val_mean_absolute_error: 155.5151 Epoch 2617/5000 148/148 [==============================] - 0s 20us/step - loss: 17745.2695 - mean_absolute_error: 84.8628 - val_loss: 36872.8282 - val_mean_absolute_error: 155.4664 Epoch 2618/5000 148/148 [==============================] - 0s 34us/step - loss: 17739.7461 - mean_absolute_error: 84.8325 - val_loss: 36857.7676 - val_mean_absolute_error: 155.4178 Epoch 2619/5000 148/148 [==============================] - 0s 34us/step - loss: 17734.2344 - mean_absolute_error: 84.8022 - val_loss: 36842.7260 - val_mean_absolute_error: 155.3693 Epoch 2620/5000 148/148 [==============================] - 0s 20us/step - loss: 17728.7324 - mean_absolute_error: 84.7719 - val_loss: 36827.7001 - val_mean_absolute_error: 155.3208 Epoch 2621/5000 148/148 [==============================] - 0s 20us/step - loss: 17723.2441 - mean_absolute_error: 84.7417 - val_loss: 36812.7089 - val_mean_absolute_error: 155.2723 Epoch 2622/5000 148/148 [==============================] - 0s 27us/step - loss: 17717.7656 - mean_absolute_error: 84.7115 - val_loss: 36797.7373 - val_mean_absolute_error: 155.2239 Epoch 2623/5000 148/148 [==============================] - 0s 20us/step - loss: 17712.3047 - mean_absolute_error: 84.6814 - val_loss: 36782.7805 - val_mean_absolute_error: 155.1757 Epoch 2624/5000 148/148 [==============================] - 0s 20us/step - loss: 17706.8496 - mean_absolute_error: 84.6512 - val_loss: 36767.8548 - val_mean_absolute_error: 155.1284 Epoch 2625/5000 148/148 [==============================] - 0s 27us/step - loss: 17701.4043 - mean_absolute_error: 84.6211 - val_loss: 36752.9520 - val_mean_absolute_error: 155.0812 Epoch 2626/5000 148/148 [==============================] - 0s 27us/step - loss: 17695.9707 - mean_absolute_error: 84.5910 - val_loss: 36738.0841 - val_mean_absolute_error: 155.0340 Epoch 2627/5000 148/148 [==============================] - 0s 27us/step - loss: 17690.5488 - mean_absolute_error: 84.5609 - val_loss: 36723.2397 - val_mean_absolute_error: 154.9869 Epoch 2628/5000 148/148 [==============================] - 0s 27us/step - loss: 17685.1426 - mean_absolute_error: 84.5309 - val_loss: 36708.4255 - val_mean_absolute_error: 154.9398 Epoch 2629/5000 148/148 [==============================] - 0s 20us/step - loss: 17679.7441 - mean_absolute_error: 84.5009 - val_loss: 36693.6270 - val_mean_absolute_error: 154.8928 Epoch 2630/5000 148/148 [==============================] - 0s 27us/step - loss: 17674.3535 - mean_absolute_error: 84.4709 - val_loss: 36678.8629 - val_mean_absolute_error: 154.8459 Epoch 2631/5000 148/148 [==============================] - 0s 27us/step - loss: 17668.9805 - mean_absolute_error: 84.4409 - val_loss: 36664.1188 - val_mean_absolute_error: 154.7990 Epoch 2632/5000 148/148 [==============================] - 0s 27us/step - loss: 17663.6172 - mean_absolute_error: 84.4110 - val_loss: 36649.4050 - val_mean_absolute_error: 154.7521 Epoch 2633/5000 148/148 [==============================] - 0s 41us/step - loss: 17658.2637 - mean_absolute_error: 84.3811 - val_loss: 36634.7028 - val_mean_absolute_error: 154.7053 Epoch 2634/5000 148/148 [==============================] - 0s 27us/step - loss: 17652.9219 - mean_absolute_error: 84.3513 - val_loss: 36620.0315 - val_mean_absolute_error: 154.6586 Epoch 2635/5000 148/148 [==============================] - 0s 27us/step - loss: 17647.5918 - mean_absolute_error: 84.3214 - val_loss: 36605.3875 - val_mean_absolute_error: 154.6119 Epoch 2636/5000 148/148 [==============================] - 0s 27us/step - loss: 17642.2773 - mean_absolute_error: 84.2916 - val_loss: 36590.7583 - val_mean_absolute_error: 154.5653 Epoch 2637/5000 148/148 [==============================] - 0s 27us/step - loss: 17636.9688 - mean_absolute_error: 84.2618 - val_loss: 36576.1523 - val_mean_absolute_error: 154.5189 Epoch 2638/5000 148/148 [==============================] - 0s 27us/step - loss: 17631.6719 - mean_absolute_error: 84.2321 - val_loss: 36561.5696 - val_mean_absolute_error: 154.4730 Epoch 2639/5000 148/148 [==============================] - 0s 27us/step - loss: 17626.3906 - mean_absolute_error: 84.2024 - val_loss: 36547.0181 - val_mean_absolute_error: 154.4273 Epoch 2640/5000 148/148 [==============================] - 0s 20us/step - loss: 17621.1191 - mean_absolute_error: 84.1729 - val_loss: 36532.4817 - val_mean_absolute_error: 154.3815 Epoch 2641/5000 148/148 [==============================] - 0s 27us/step - loss: 17615.8555 - mean_absolute_error: 84.1446 - val_loss: 36517.9681 - val_mean_absolute_error: 154.3358 Epoch 2642/5000 148/148 [==============================] - 0s 27us/step - loss: 17610.6055 - mean_absolute_error: 84.1165 - val_loss: 36503.4745 - val_mean_absolute_error: 154.2902 Epoch 2643/5000 148/148 [==============================] - 0s 27us/step - loss: 17605.3691 - mean_absolute_error: 84.0883 - val_loss: 36489.0033 - val_mean_absolute_error: 154.2447 Epoch 2644/5000 148/148 [==============================] - 0s 27us/step - loss: 17600.1445 - mean_absolute_error: 84.0602 - val_loss: 36474.5555 - val_mean_absolute_error: 154.1991 Epoch 2645/5000 148/148 [==============================] - 0s 34us/step - loss: 17594.9277 - mean_absolute_error: 84.0321 - val_loss: 36460.1270 - val_mean_absolute_error: 154.1536 Epoch 2646/5000 148/148 [==============================] - 0s 27us/step - loss: 17589.7227 - mean_absolute_error: 84.0040 - val_loss: 36445.7179 - val_mean_absolute_error: 154.1081 Epoch 2647/5000 148/148 [==============================] - 0s 27us/step - loss: 17584.5312 - mean_absolute_error: 83.9760 - val_loss: 36431.3356 - val_mean_absolute_error: 154.0628 Epoch 2648/5000 148/148 [==============================] - 0s 34us/step - loss: 17579.3477 - mean_absolute_error: 83.9480 - val_loss: 36416.9685 - val_mean_absolute_error: 154.0174 Epoch 2649/5000 148/148 [==============================] - 0s 27us/step - loss: 17574.1797 - mean_absolute_error: 83.9200 - val_loss: 36402.6291 - val_mean_absolute_error: 153.9721 Epoch 2650/5000 148/148 [==============================] - 0s 27us/step - loss: 17569.0195 - mean_absolute_error: 83.8921 - val_loss: 36388.3046 - val_mean_absolute_error: 153.9269 Epoch 2651/5000 148/148 [==============================] - 0s 34us/step - loss: 17563.8711 - mean_absolute_error: 83.8641 - val_loss: 36374.0032 - val_mean_absolute_error: 153.8816 Epoch 2652/5000 148/148 [==============================] - 0s 34us/step - loss: 17558.7344 - mean_absolute_error: 83.8362 - val_loss: 36359.7214 - val_mean_absolute_error: 153.8365 Epoch 2653/5000 148/148 [==============================] - 0s 27us/step - loss: 17553.6074 - mean_absolute_error: 83.8084 - val_loss: 36345.4585 - val_mean_absolute_error: 153.7914 Epoch 2654/5000 148/148 [==============================] - 0s 27us/step - loss: 17548.4941 - mean_absolute_error: 83.7805 - val_loss: 36331.2186 - val_mean_absolute_error: 153.7463 Epoch 2655/5000 148/148 [==============================] - 0s 34us/step - loss: 17543.3906 - mean_absolute_error: 83.7527 - val_loss: 36317.0025 - val_mean_absolute_error: 153.7013 Epoch 2656/5000 148/148 [==============================] - 0s 20us/step - loss: 17538.2969 - mean_absolute_error: 83.7249 - val_loss: 36302.8052 - val_mean_absolute_error: 153.6563 Epoch 2657/5000 148/148 [==============================] - 0s 20us/step - loss: 17533.2129 - mean_absolute_error: 83.6972 - val_loss: 36288.6195 - val_mean_absolute_error: 153.6114 Epoch 2658/5000 148/148 [==============================] - 0s 20us/step - loss: 17528.1445 - mean_absolute_error: 83.6695 - val_loss: 36274.4611 - val_mean_absolute_error: 153.5665 Epoch 2659/5000 148/148 [==============================] - 0s 34us/step - loss: 17523.0840 - mean_absolute_error: 83.6418 - val_loss: 36260.3253 - val_mean_absolute_error: 153.5217 Epoch 2660/5000 148/148 [==============================] - 0s 34us/step - loss: 17518.0352 - mean_absolute_error: 83.6141 - val_loss: 36246.2051 - val_mean_absolute_error: 153.4769 Epoch 2661/5000 148/148 [==============================] - 0s 27us/step - loss: 17512.9961 - mean_absolute_error: 83.5864 - val_loss: 36232.1082 - val_mean_absolute_error: 153.4325 Epoch 2662/5000 148/148 [==============================] - 0s 27us/step - loss: 17507.9688 - mean_absolute_error: 83.5588 - val_loss: 36218.0304 - val_mean_absolute_error: 153.3888 Epoch 2663/5000 148/148 [==============================] - 0s 27us/step - loss: 17502.9492 - mean_absolute_error: 83.5312 - val_loss: 36203.9761 - val_mean_absolute_error: 153.3452 Epoch 2664/5000 148/148 [==============================] - 0s 27us/step - loss: 17497.9375 - mean_absolute_error: 83.5036 - val_loss: 36189.9367 - val_mean_absolute_error: 153.3016 Epoch 2665/5000 148/148 [==============================] - 0s 27us/step - loss: 17492.9355 - mean_absolute_error: 83.4760 - val_loss: 36175.9205 - val_mean_absolute_error: 153.2580 Epoch 2666/5000 148/148 [==============================] - 0s 34us/step - loss: 17487.9434 - mean_absolute_error: 83.4484 - val_loss: 36161.9239 - val_mean_absolute_error: 153.2145 Epoch 2667/5000 148/148 [==============================] - 0s 27us/step - loss: 17482.9648 - mean_absolute_error: 83.4209 - val_loss: 36147.9463 - val_mean_absolute_error: 153.1711 Epoch 2668/5000 148/148 [==============================] - 0s 27us/step - loss: 17477.9941 - mean_absolute_error: 83.3933 - val_loss: 36133.9802 - val_mean_absolute_error: 153.1276 Epoch 2669/5000 148/148 [==============================] - 0s 34us/step - loss: 17473.0312 - mean_absolute_error: 83.3666 - val_loss: 36120.0144 - val_mean_absolute_error: 153.0842 Epoch 2670/5000 148/148 [==============================] - 0s 20us/step - loss: 17468.0820 - mean_absolute_error: 83.3400 - val_loss: 36106.0599 - val_mean_absolute_error: 153.0409 Epoch 2671/5000 148/148 [==============================] - 0s 27us/step - loss: 17463.1426 - mean_absolute_error: 83.3134 - val_loss: 36092.1403 - val_mean_absolute_error: 152.9975 Epoch 2672/5000 148/148 [==============================] - 0s 27us/step - loss: 17458.2109 - mean_absolute_error: 83.2869 - val_loss: 36078.2244 - val_mean_absolute_error: 152.9543 Epoch 2673/5000 148/148 [==============================] - 0s 27us/step - loss: 17453.2930 - mean_absolute_error: 83.2604 - val_loss: 36064.3393 - val_mean_absolute_error: 152.9110 Epoch 2674/5000 148/148 [==============================] - 0s 27us/step - loss: 17448.3809 - mean_absolute_error: 83.2339 - val_loss: 36050.4739 - val_mean_absolute_error: 152.8678 Epoch 2675/5000 148/148 [==============================] - 0s 34us/step - loss: 17443.4805 - mean_absolute_error: 83.2074 - val_loss: 36036.6194 - val_mean_absolute_error: 152.8247 Epoch 2676/5000 148/148 [==============================] - 0s 27us/step - loss: 17438.5938 - mean_absolute_error: 83.1810 - val_loss: 36022.7961 - val_mean_absolute_error: 152.7816 Epoch 2677/5000 148/148 [==============================] - 0s 27us/step - loss: 17433.7129 - mean_absolute_error: 83.1553 - val_loss: 36008.9804 - val_mean_absolute_error: 152.7385 Epoch 2678/5000 148/148 [==============================] - 0s 27us/step - loss: 17428.8438 - mean_absolute_error: 83.1295 - val_loss: 35995.1921 - val_mean_absolute_error: 152.6955 Epoch 2679/5000 148/148 [==============================] - 0s 27us/step - loss: 17423.9863 - mean_absolute_error: 83.1037 - val_loss: 35981.4226 - val_mean_absolute_error: 152.6525 Epoch 2680/5000 148/148 [==============================] - 0s 34us/step - loss: 17419.1348 - mean_absolute_error: 83.0780 - val_loss: 35967.6724 - val_mean_absolute_error: 152.6096 Epoch 2681/5000 148/148 [==============================] - 0s 27us/step - loss: 17414.2988 - mean_absolute_error: 83.0523 - val_loss: 35953.9453 - val_mean_absolute_error: 152.5667 Epoch 2682/5000 148/148 [==============================] - 0s 34us/step - loss: 17409.4688 - mean_absolute_error: 83.0267 - val_loss: 35940.2259 - val_mean_absolute_error: 152.5238 Epoch 2683/5000 148/148 [==============================] - 0s 27us/step - loss: 17404.6523 - mean_absolute_error: 83.0010 - val_loss: 35926.5070 - val_mean_absolute_error: 152.4819 Epoch 2684/5000 148/148 [==============================] - 0s 20us/step - loss: 17399.8438 - mean_absolute_error: 82.9754 - val_loss: 35912.7568 - val_mean_absolute_error: 152.4400 Epoch 2685/5000 148/148 [==============================] - 0s 27us/step - loss: 17395.0449 - mean_absolute_error: 82.9498 - val_loss: 35899.0263 - val_mean_absolute_error: 152.3982 Epoch 2686/5000 148/148 [==============================] - 0s 34us/step - loss: 17390.2207 - mean_absolute_error: 82.9241 - val_loss: 35885.3529 - val_mean_absolute_error: 152.3572 Epoch 2687/5000 148/148 [==============================] - 0s 34us/step - loss: 17385.3652 - mean_absolute_error: 82.8985 - val_loss: 35871.7342 - val_mean_absolute_error: 152.3167 Epoch 2688/5000 148/148 [==============================] - 0s 27us/step - loss: 17380.5059 - mean_absolute_error: 82.8728 - val_loss: 35858.1341 - val_mean_absolute_error: 152.2763 Epoch 2689/5000 148/148 [==============================] - 0s 27us/step - loss: 17375.6406 - mean_absolute_error: 82.8471 - val_loss: 35844.5577 - val_mean_absolute_error: 152.2359 Epoch 2690/5000 148/148 [==============================] - 0s 27us/step - loss: 17370.7793 - mean_absolute_error: 82.8214 - val_loss: 35831.0195 - val_mean_absolute_error: 152.1956 Epoch 2691/5000 148/148 [==============================] - 0s 27us/step - loss: 17365.9180 - mean_absolute_error: 82.7958 - val_loss: 35817.5273 - val_mean_absolute_error: 152.1554 Epoch 2692/5000 148/148 [==============================] - 0s 27us/step - loss: 17361.0566 - mean_absolute_error: 82.7702 - val_loss: 35804.0781 - val_mean_absolute_error: 152.1154 Epoch 2693/5000 148/148 [==============================] - 0s 20us/step - loss: 17356.2031 - mean_absolute_error: 82.7446 - val_loss: 35790.6438 - val_mean_absolute_error: 152.0754 Epoch 2694/5000 148/148 [==============================] - 0s 27us/step - loss: 17351.3457 - mean_absolute_error: 82.7190 - val_loss: 35777.2408 - val_mean_absolute_error: 152.0354 Epoch 2695/5000 148/148 [==============================] - 0s 27us/step - loss: 17346.5020 - mean_absolute_error: 82.6934 - val_loss: 35763.8606 - val_mean_absolute_error: 151.9956 Epoch 2696/5000 148/148 [==============================] - 0s 34us/step - loss: 17341.6562 - mean_absolute_error: 82.6679 - val_loss: 35750.5192 - val_mean_absolute_error: 151.9558 Epoch 2697/5000 148/148 [==============================] - 0s 27us/step - loss: 17336.8223 - mean_absolute_error: 82.6423 - val_loss: 35737.2006 - val_mean_absolute_error: 151.9161 Epoch 2698/5000 148/148 [==============================] - 0s 27us/step - loss: 17331.9902 - mean_absolute_error: 82.6168 - val_loss: 35723.9247 - val_mean_absolute_error: 151.8764 Epoch 2699/5000 148/148 [==============================] - 0s 27us/step - loss: 17327.1660 - mean_absolute_error: 82.5914 - val_loss: 35710.6601 - val_mean_absolute_error: 151.8368 Epoch 2700/5000 148/148 [==============================] - 0s 14us/step - loss: 17322.3457 - mean_absolute_error: 82.5659 - val_loss: 35697.4345 - val_mean_absolute_error: 151.7973 Epoch 2701/5000 148/148 [==============================] - 0s 27us/step - loss: 17317.5391 - mean_absolute_error: 82.5405 - val_loss: 35684.2277 - val_mean_absolute_error: 151.7578 Epoch 2702/5000 148/148 [==============================] - 0s 27us/step - loss: 17312.7324 - mean_absolute_error: 82.5151 - val_loss: 35671.0443 - val_mean_absolute_error: 151.7184 Epoch 2703/5000 148/148 [==============================] - 0s 34us/step - loss: 17307.9375 - mean_absolute_error: 82.4897 - val_loss: 35657.8874 - val_mean_absolute_error: 151.6791 Epoch 2704/5000 148/148 [==============================] - 0s 27us/step - loss: 17303.1523 - mean_absolute_error: 82.4643 - val_loss: 35644.7581 - val_mean_absolute_error: 151.6398 Epoch 2705/5000 148/148 [==============================] - 0s 34us/step - loss: 17298.3730 - mean_absolute_error: 82.4390 - val_loss: 35631.6361 - val_mean_absolute_error: 151.6006 Epoch 2706/5000 148/148 [==============================] - 0s 20us/step - loss: 17293.6016 - mean_absolute_error: 82.4137 - val_loss: 35618.5493 - val_mean_absolute_error: 151.5614 Epoch 2707/5000 148/148 [==============================] - 0s 27us/step - loss: 17288.8398 - mean_absolute_error: 82.3884 - val_loss: 35605.4774 - val_mean_absolute_error: 151.5222 Epoch 2708/5000 148/148 [==============================] - 0s 81us/step - loss: 17284.0859 - mean_absolute_error: 82.3631 - val_loss: 35592.4286 - val_mean_absolute_error: 151.4830 Epoch 2709/5000 148/148 [==============================] - 0s 27us/step - loss: 17279.3418 - mean_absolute_error: 82.3379 - val_loss: 35579.3957 - val_mean_absolute_error: 151.4439 Epoch 2710/5000 148/148 [==============================] - 0s 34us/step - loss: 17274.6055 - mean_absolute_error: 82.3126 - val_loss: 35566.3817 - val_mean_absolute_error: 151.4047 Epoch 2711/5000 148/148 [==============================] - 0s 20us/step - loss: 17269.8789 - mean_absolute_error: 82.2874 - val_loss: 35553.3911 - val_mean_absolute_error: 151.3657 Epoch 2712/5000 148/148 [==============================] - 0s 27us/step - loss: 17265.1602 - mean_absolute_error: 82.2623 - val_loss: 35540.4193 - val_mean_absolute_error: 151.3267 Epoch 2713/5000 148/148 [==============================] - 0s 34us/step - loss: 17260.4551 - mean_absolute_error: 82.2371 - val_loss: 35527.4671 - val_mean_absolute_error: 151.2877 Epoch 2714/5000 148/148 [==============================] - 0s 27us/step - loss: 17255.7559 - mean_absolute_error: 82.2120 - val_loss: 35514.5263 - val_mean_absolute_error: 151.2488 Epoch 2715/5000 148/148 [==============================] - 0s 20us/step - loss: 17251.0625 - mean_absolute_error: 82.1869 - val_loss: 35501.6051 - val_mean_absolute_error: 151.2099 Epoch 2716/5000 148/148 [==============================] - 0s 20us/step - loss: 17246.3828 - mean_absolute_error: 82.1618 - val_loss: 35488.7109 - val_mean_absolute_error: 151.1710 Epoch 2717/5000 148/148 [==============================] - 0s 41us/step - loss: 17241.7129 - mean_absolute_error: 82.1367 - val_loss: 35475.8277 - val_mean_absolute_error: 151.1322 Epoch 2718/5000 148/148 [==============================] - 0s 34us/step - loss: 17237.0488 - mean_absolute_error: 82.1117 - val_loss: 35462.9642 - val_mean_absolute_error: 151.0934 Epoch 2719/5000 148/148 [==============================] - 0s 41us/step - loss: 17232.3965 - mean_absolute_error: 82.0867 - val_loss: 35450.1158 - val_mean_absolute_error: 151.0547 Epoch 2720/5000 148/148 [==============================] - 0s 27us/step - loss: 17227.7520 - mean_absolute_error: 82.0617 - val_loss: 35437.2910 - val_mean_absolute_error: 151.0160 Epoch 2721/5000 148/148 [==============================] - 0s 20us/step - loss: 17223.1211 - mean_absolute_error: 82.0367 - val_loss: 35424.4774 - val_mean_absolute_error: 150.9773 Epoch 2722/5000 148/148 [==============================] - 0s 27us/step - loss: 17218.4941 - mean_absolute_error: 82.0118 - val_loss: 35411.6794 - val_mean_absolute_error: 150.9387 Epoch 2723/5000 148/148 [==============================] - 0s 27us/step - loss: 17213.8789 - mean_absolute_error: 81.9869 - val_loss: 35398.9006 - val_mean_absolute_error: 150.9001 Epoch 2724/5000 148/148 [==============================] - 0s 20us/step - loss: 17209.2754 - mean_absolute_error: 81.9620 - val_loss: 35386.1371 - val_mean_absolute_error: 150.8615 Epoch 2725/5000 148/148 [==============================] - 0s 20us/step - loss: 17204.6797 - mean_absolute_error: 81.9371 - val_loss: 35373.3932 - val_mean_absolute_error: 150.8230 Epoch 2726/5000 148/148 [==============================] - 0s 34us/step - loss: 17200.0938 - mean_absolute_error: 81.9123 - val_loss: 35360.6644 - val_mean_absolute_error: 150.7845 Epoch 2727/5000 148/148 [==============================] - 0s 27us/step - loss: 17195.5156 - mean_absolute_error: 81.8875 - val_loss: 35347.9511 - val_mean_absolute_error: 150.7461 Epoch 2728/5000 148/148 [==============================] - 0s 20us/step - loss: 17190.9473 - mean_absolute_error: 81.8627 - val_loss: 35335.2649 - val_mean_absolute_error: 150.7077 Epoch 2729/5000 148/148 [==============================] - 0s 27us/step - loss: 17186.3867 - mean_absolute_error: 81.8379 - val_loss: 35322.5823 - val_mean_absolute_error: 150.6693 Epoch 2730/5000 148/148 [==============================] - 0s 34us/step - loss: 17181.8359 - mean_absolute_error: 81.8131 - val_loss: 35309.9194 - val_mean_absolute_error: 150.6310 Epoch 2731/5000 148/148 [==============================] - 0s 27us/step - loss: 17177.2988 - mean_absolute_error: 81.7884 - val_loss: 35297.2712 - val_mean_absolute_error: 150.5926 Epoch 2732/5000 148/148 [==============================] - 0s 20us/step - loss: 17172.7676 - mean_absolute_error: 81.7637 - val_loss: 35284.6392 - val_mean_absolute_error: 150.5544 Epoch 2733/5000 148/148 [==============================] - 0s 27us/step - loss: 17168.2441 - mean_absolute_error: 81.7391 - val_loss: 35272.0261 - val_mean_absolute_error: 150.5161 Epoch 2734/5000 148/148 [==============================] - 0s 34us/step - loss: 17163.7344 - mean_absolute_error: 81.7144 - val_loss: 35259.4283 - val_mean_absolute_error: 150.4779 Epoch 2735/5000 148/148 [==============================] - 0s 34us/step - loss: 17159.2305 - mean_absolute_error: 81.6898 - val_loss: 35246.8464 - val_mean_absolute_error: 150.4398 Epoch 2736/5000 148/148 [==============================] - 0s 27us/step - loss: 17154.7383 - mean_absolute_error: 81.6652 - val_loss: 35234.2834 - val_mean_absolute_error: 150.4016 Epoch 2737/5000 148/148 [==============================] - 0s 27us/step - loss: 17150.2539 - mean_absolute_error: 81.6406 - val_loss: 35221.7317 - val_mean_absolute_error: 150.3636 Epoch 2738/5000 148/148 [==============================] - 0s 27us/step - loss: 17145.7773 - mean_absolute_error: 81.6172 - val_loss: 35209.1998 - val_mean_absolute_error: 150.3255 Epoch 2739/5000 148/148 [==============================] - 0s 27us/step - loss: 17141.3105 - mean_absolute_error: 81.5938 - val_loss: 35196.6791 - val_mean_absolute_error: 150.2874 Epoch 2740/5000 148/148 [==============================] - 0s 20us/step - loss: 17136.8535 - mean_absolute_error: 81.5705 - val_loss: 35184.1819 - val_mean_absolute_error: 150.2495 Epoch 2741/5000 148/148 [==============================] - 0s 34us/step - loss: 17132.4062 - mean_absolute_error: 81.5472 - val_loss: 35171.6963 - val_mean_absolute_error: 150.2115 Epoch 2742/5000 148/148 [==============================] - 0s 34us/step - loss: 17127.9668 - mean_absolute_error: 81.5239 - val_loss: 35159.2214 - val_mean_absolute_error: 150.1736 Epoch 2743/5000 148/148 [==============================] - 0s 27us/step - loss: 17123.5371 - mean_absolute_error: 81.5006 - val_loss: 35146.7704 - val_mean_absolute_error: 150.1357 Epoch 2744/5000 148/148 [==============================] - 0s 20us/step - loss: 17119.1152 - mean_absolute_error: 81.4774 - val_loss: 35134.3310 - val_mean_absolute_error: 150.0979 Epoch 2745/5000 148/148 [==============================] - 0s 20us/step - loss: 17114.7070 - mean_absolute_error: 81.4542 - val_loss: 35121.9067 - val_mean_absolute_error: 150.0600 Epoch 2746/5000 148/148 [==============================] - 0s 27us/step - loss: 17110.3008 - mean_absolute_error: 81.4310 - val_loss: 35109.5058 - val_mean_absolute_error: 150.0222 Epoch 2747/5000 148/148 [==============================] - 0s 27us/step - loss: 17105.9062 - mean_absolute_error: 81.4078 - val_loss: 35097.1104 - val_mean_absolute_error: 149.9845 Epoch 2748/5000 148/148 [==============================] - 0s 20us/step - loss: 17101.5215 - mean_absolute_error: 81.3847 - val_loss: 35084.7380 - val_mean_absolute_error: 149.9468 Epoch 2749/5000 148/148 [==============================] - 0s 34us/step - loss: 17097.1445 - mean_absolute_error: 81.3615 - val_loss: 35072.3757 - val_mean_absolute_error: 149.9091 Epoch 2750/5000 148/148 [==============================] - 0s 34us/step - loss: 17092.7773 - mean_absolute_error: 81.3384 - val_loss: 35060.0327 - val_mean_absolute_error: 149.8715 Epoch 2751/5000 148/148 [==============================] - 0s 27us/step - loss: 17088.4180 - mean_absolute_error: 81.3153 - val_loss: 35047.7045 - val_mean_absolute_error: 149.8339 Epoch 2752/5000 148/148 [==============================] - 0s 27us/step - loss: 17084.0684 - mean_absolute_error: 81.2923 - val_loss: 35035.3942 - val_mean_absolute_error: 149.7963 Epoch 2753/5000 148/148 [==============================] - 0s 27us/step - loss: 17079.7285 - mean_absolute_error: 81.2692 - val_loss: 35023.0992 - val_mean_absolute_error: 149.7588 Epoch 2754/5000 148/148 [==============================] - 0s 27us/step - loss: 17075.3984 - mean_absolute_error: 81.2462 - val_loss: 35010.8155 - val_mean_absolute_error: 149.7213 Epoch 2755/5000 148/148 [==============================] - 0s 34us/step - loss: 17071.0723 - mean_absolute_error: 81.2232 - val_loss: 34998.5495 - val_mean_absolute_error: 149.6838 Epoch 2756/5000 148/148 [==============================] - 0s 34us/step - loss: 17066.7559 - mean_absolute_error: 81.2002 - val_loss: 34986.3007 - val_mean_absolute_error: 149.6464 Epoch 2757/5000 148/148 [==============================] - 0s 27us/step - loss: 17062.4512 - mean_absolute_error: 81.1773 - val_loss: 34974.0673 - val_mean_absolute_error: 149.6090 Epoch 2758/5000 148/148 [==============================] - 0s 20us/step - loss: 17058.1562 - mean_absolute_error: 81.1544 - val_loss: 34961.8511 - val_mean_absolute_error: 149.5717 Epoch 2759/5000 148/148 [==============================] - 0s 34us/step - loss: 17053.8672 - mean_absolute_error: 81.1315 - val_loss: 34949.6488 - val_mean_absolute_error: 149.5355 Epoch 2760/5000 148/148 [==============================] - 0s 27us/step - loss: 17049.5840 - mean_absolute_error: 81.1086 - val_loss: 34937.4635 - val_mean_absolute_error: 149.4997 Epoch 2761/5000 148/148 [==============================] - 0s 27us/step - loss: 17045.3145 - mean_absolute_error: 81.0857 - val_loss: 34925.2897 - val_mean_absolute_error: 149.4640 Epoch 2762/5000 148/148 [==============================] - 0s 34us/step - loss: 17041.0488 - mean_absolute_error: 81.0629 - val_loss: 34913.1334 - val_mean_absolute_error: 149.4283 Epoch 2763/5000 148/148 [==============================] - 0s 20us/step - loss: 17036.7930 - mean_absolute_error: 81.0400 - val_loss: 34900.9850 - val_mean_absolute_error: 149.3925 Epoch 2764/5000 148/148 [==============================] - 0s 27us/step - loss: 17032.5430 - mean_absolute_error: 81.0172 - val_loss: 34888.8420 - val_mean_absolute_error: 149.3568 Epoch 2765/5000 148/148 [==============================] - 0s 27us/step - loss: 17028.3008 - mean_absolute_error: 80.9944 - val_loss: 34876.7049 - val_mean_absolute_error: 149.3211 Epoch 2766/5000 148/148 [==============================] - 0s 27us/step - loss: 17024.0684 - mean_absolute_error: 80.9716 - val_loss: 34864.5872 - val_mean_absolute_error: 149.2854 Epoch 2767/5000 148/148 [==============================] - 0s 34us/step - loss: 17019.8438 - mean_absolute_error: 80.9489 - val_loss: 34852.4696 - val_mean_absolute_error: 149.2497 Epoch 2768/5000 148/148 [==============================] - 0s 41us/step - loss: 17015.6250 - mean_absolute_error: 80.9261 - val_loss: 34840.3613 - val_mean_absolute_error: 149.2140 Epoch 2769/5000 148/148 [==============================] - 0s 27us/step - loss: 17011.4160 - mean_absolute_error: 80.9034 - val_loss: 34828.2686 - val_mean_absolute_error: 149.1791 Epoch 2770/5000 148/148 [==============================] - 0s 20us/step - loss: 17007.2129 - mean_absolute_error: 80.8806 - val_loss: 34816.1857 - val_mean_absolute_error: 149.1444 Epoch 2771/5000 148/148 [==============================] - 0s 34us/step - loss: 17003.0215 - mean_absolute_error: 80.8579 - val_loss: 34804.1123 - val_mean_absolute_error: 149.1097 Epoch 2772/5000 148/148 [==============================] - 0s 27us/step - loss: 16998.8340 - mean_absolute_error: 80.8353 - val_loss: 34792.0560 - val_mean_absolute_error: 149.0751 Epoch 2773/5000 148/148 [==============================] - 0s 27us/step - loss: 16994.6562 - mean_absolute_error: 80.8126 - val_loss: 34780.0001 - val_mean_absolute_error: 149.0404 Epoch 2774/5000 148/148 [==============================] - 0s 34us/step - loss: 16990.4863 - mean_absolute_error: 80.7900 - val_loss: 34767.9710 - val_mean_absolute_error: 149.0058 Epoch 2775/5000 148/148 [==============================] - 0s 27us/step - loss: 16986.3262 - mean_absolute_error: 80.7673 - val_loss: 34755.9515 - val_mean_absolute_error: 148.9713 Epoch 2776/5000 148/148 [==============================] - 0s 27us/step - loss: 16982.1719 - mean_absolute_error: 80.7447 - val_loss: 34743.9395 - val_mean_absolute_error: 148.9367 Epoch 2777/5000 148/148 [==============================] - 0s 34us/step - loss: 16978.0254 - mean_absolute_error: 80.7230 - val_loss: 34731.9472 - val_mean_absolute_error: 148.9022 Epoch 2778/5000 148/148 [==============================] - 0s 20us/step - loss: 16973.8867 - mean_absolute_error: 80.7015 - val_loss: 34719.9682 - val_mean_absolute_error: 148.8677 Epoch 2779/5000 148/148 [==============================] - 0s 20us/step - loss: 16969.7578 - mean_absolute_error: 80.6801 - val_loss: 34708.0010 - val_mean_absolute_error: 148.8332 Epoch 2780/5000 148/148 [==============================] - 0s 34us/step - loss: 16965.6348 - mean_absolute_error: 80.6591 - val_loss: 34696.0447 - val_mean_absolute_error: 148.7987 Epoch 2781/5000 148/148 [==============================] - 0s 34us/step - loss: 16961.5215 - mean_absolute_error: 80.6388 - val_loss: 34684.1083 - val_mean_absolute_error: 148.7643 Epoch 2782/5000 148/148 [==============================] - 0s 20us/step - loss: 16957.4160 - mean_absolute_error: 80.6185 - val_loss: 34672.1873 - val_mean_absolute_error: 148.7299 Epoch 2783/5000 148/148 [==============================] - 0s 27us/step - loss: 16953.3184 - mean_absolute_error: 80.5987 - val_loss: 34660.2738 - val_mean_absolute_error: 148.6955 Epoch 2784/5000 148/148 [==============================] - 0s 20us/step - loss: 16949.2246 - mean_absolute_error: 80.5799 - val_loss: 34648.3815 - val_mean_absolute_error: 148.6612 Epoch 2785/5000 148/148 [==============================] - 0s 27us/step - loss: 16945.1445 - mean_absolute_error: 80.5611 - val_loss: 34636.4986 - val_mean_absolute_error: 148.6269 Epoch 2786/5000 148/148 [==============================] - 0s 20us/step - loss: 16941.0684 - mean_absolute_error: 80.5424 - val_loss: 34624.6316 - val_mean_absolute_error: 148.5926 Epoch 2787/5000 148/148 [==============================] - 0s 27us/step - loss: 16937.0020 - mean_absolute_error: 80.5237 - val_loss: 34612.7839 - val_mean_absolute_error: 148.5590 Epoch 2788/5000 148/148 [==============================] - 0s 34us/step - loss: 16932.9434 - mean_absolute_error: 80.5049 - val_loss: 34600.9395 - val_mean_absolute_error: 148.5254 Epoch 2789/5000 148/148 [==============================] - 0s 27us/step - loss: 16928.8926 - mean_absolute_error: 80.4862 - val_loss: 34589.1106 - val_mean_absolute_error: 148.4918 Epoch 2790/5000 148/148 [==============================] - 0s 34us/step - loss: 16924.8477 - mean_absolute_error: 80.4676 - val_loss: 34577.2976 - val_mean_absolute_error: 148.4589 Epoch 2791/5000 148/148 [==============================] - 0s 20us/step - loss: 16920.8105 - mean_absolute_error: 80.4489 - val_loss: 34565.5018 - val_mean_absolute_error: 148.4266 Epoch 2792/5000 148/148 [==============================] - 0s 27us/step - loss: 16916.7832 - mean_absolute_error: 80.4302 - val_loss: 34553.7234 - val_mean_absolute_error: 148.3944 Epoch 2793/5000 148/148 [==============================] - 0s 27us/step - loss: 16912.7637 - mean_absolute_error: 80.4116 - val_loss: 34541.9562 - val_mean_absolute_error: 148.3621 Epoch 2794/5000 148/148 [==============================] - 0s 34us/step - loss: 16908.7480 - mean_absolute_error: 80.3930 - val_loss: 34530.2005 - val_mean_absolute_error: 148.3299 Epoch 2795/5000 148/148 [==============================] - 0s 34us/step - loss: 16904.7422 - mean_absolute_error: 80.3744 - val_loss: 34518.4645 - val_mean_absolute_error: 148.2977 Epoch 2796/5000 148/148 [==============================] - 0s 27us/step - loss: 16900.7441 - mean_absolute_error: 80.3558 - val_loss: 34506.7420 - val_mean_absolute_error: 148.2656 Epoch 2797/5000 148/148 [==============================] - 0s 34us/step - loss: 16896.7539 - mean_absolute_error: 80.3372 - val_loss: 34495.0367 - val_mean_absolute_error: 148.2334 Epoch 2798/5000 148/148 [==============================] - 0s 27us/step - loss: 16892.7695 - mean_absolute_error: 80.3187 - val_loss: 34483.3429 - val_mean_absolute_error: 148.2013 Epoch 2799/5000 148/148 [==============================] - 0s 34us/step - loss: 16888.7930 - mean_absolute_error: 80.3002 - val_loss: 34471.6705 - val_mean_absolute_error: 148.1693 Epoch 2800/5000 148/148 [==============================] - 0s 34us/step - loss: 16884.8281 - mean_absolute_error: 80.2817 - val_loss: 34460.0054 - val_mean_absolute_error: 148.1372 Epoch 2801/5000 148/148 [==============================] - 0s 20us/step - loss: 16880.8633 - mean_absolute_error: 80.2632 - val_loss: 34448.3599 - val_mean_absolute_error: 148.1052 Epoch 2802/5000 148/148 [==============================] - 0s 27us/step - loss: 16876.9121 - mean_absolute_error: 80.2447 - val_loss: 34436.7297 - val_mean_absolute_error: 148.0732 Epoch 2803/5000 148/148 [==============================] - 0s 20us/step - loss: 16872.9668 - mean_absolute_error: 80.2262 - val_loss: 34425.1130 - val_mean_absolute_error: 148.0413 Epoch 2804/5000 148/148 [==============================] - 0s 34us/step - loss: 16869.0273 - mean_absolute_error: 80.2078 - val_loss: 34413.5119 - val_mean_absolute_error: 148.0094 Epoch 2805/5000 148/148 [==============================] - 0s 27us/step - loss: 16865.0957 - mean_absolute_error: 80.1894 - val_loss: 34401.9262 - val_mean_absolute_error: 147.9774 Epoch 2806/5000 148/148 [==============================] - 0s 27us/step - loss: 16861.1719 - mean_absolute_error: 80.1710 - val_loss: 34390.3380 - val_mean_absolute_error: 147.9456 Epoch 2807/5000 148/148 [==============================] - 0s 20us/step - loss: 16857.2559 - mean_absolute_error: 80.1526 - val_loss: 34378.7502 - val_mean_absolute_error: 147.9136 Epoch 2808/5000 148/148 [==============================] - 0s 27us/step - loss: 16853.3457 - mean_absolute_error: 80.1342 - val_loss: 34367.1780 - val_mean_absolute_error: 147.8818 Epoch 2809/5000 148/148 [==============================] - 0s 34us/step - loss: 16849.4434 - mean_absolute_error: 80.1158 - val_loss: 34355.6116 - val_mean_absolute_error: 147.8499 Epoch 2810/5000 148/148 [==============================] - 0s 27us/step - loss: 16845.5488 - mean_absolute_error: 80.0975 - val_loss: 34344.0681 - val_mean_absolute_error: 147.8181 Epoch 2811/5000 148/148 [==============================] - 0s 34us/step - loss: 16841.6621 - mean_absolute_error: 80.0792 - val_loss: 34332.5362 - val_mean_absolute_error: 147.7863 Epoch 2812/5000 148/148 [==============================] - 0s 27us/step - loss: 16837.7812 - mean_absolute_error: 80.0609 - val_loss: 34321.0156 - val_mean_absolute_error: 147.7546 Epoch 2813/5000 148/148 [==============================] - 0s 27us/step - loss: 16833.9082 - mean_absolute_error: 80.0426 - val_loss: 34309.5205 - val_mean_absolute_error: 147.7229 Epoch 2814/5000 148/148 [==============================] - 0s 34us/step - loss: 16830.0410 - mean_absolute_error: 80.0243 - val_loss: 34298.0271 - val_mean_absolute_error: 147.6911 Epoch 2815/5000 148/148 [==============================] - 0s 34us/step - loss: 16826.1816 - mean_absolute_error: 80.0060 - val_loss: 34286.5552 - val_mean_absolute_error: 147.6595 Epoch 2816/5000 148/148 [==============================] - 0s 27us/step - loss: 16822.3320 - mean_absolute_error: 79.9878 - val_loss: 34275.1061 - val_mean_absolute_error: 147.6279 Epoch 2817/5000 148/148 [==============================] - 0s 27us/step - loss: 16818.4863 - mean_absolute_error: 79.9696 - val_loss: 34263.6630 - val_mean_absolute_error: 147.5963 Epoch 2818/5000 148/148 [==============================] - 0s 27us/step - loss: 16814.6484 - mean_absolute_error: 79.9514 - val_loss: 34252.2332 - val_mean_absolute_error: 147.5647 Epoch 2819/5000 148/148 [==============================] - 0s 27us/step - loss: 16810.8184 - mean_absolute_error: 79.9332 - val_loss: 34240.8248 - val_mean_absolute_error: 147.5331 Epoch 2820/5000 148/148 [==============================] - 0s 34us/step - loss: 16806.9941 - mean_absolute_error: 79.9150 - val_loss: 34229.4255 - val_mean_absolute_error: 147.5016 Epoch 2821/5000 148/148 [==============================] - 0s 27us/step - loss: 16803.1777 - mean_absolute_error: 79.8969 - val_loss: 34218.0421 - val_mean_absolute_error: 147.4701 Epoch 2822/5000 148/148 [==============================] - 0s 27us/step - loss: 16799.3672 - mean_absolute_error: 79.8787 - val_loss: 34206.6704 - val_mean_absolute_error: 147.4386 Epoch 2823/5000 148/148 [==============================] - 0s 27us/step - loss: 16795.5664 - mean_absolute_error: 79.8606 - val_loss: 34195.3273 - val_mean_absolute_error: 147.4072 Epoch 2824/5000 148/148 [==============================] - 0s 20us/step - loss: 16791.7695 - mean_absolute_error: 79.8425 - val_loss: 34183.9611 - val_mean_absolute_error: 147.3758 Epoch 2825/5000 148/148 [==============================] - 0s 20us/step - loss: 16787.9805 - mean_absolute_error: 79.8244 - val_loss: 34172.5990 - val_mean_absolute_error: 147.3443 Epoch 2826/5000 148/148 [==============================] - 0s 20us/step - loss: 16784.1953 - mean_absolute_error: 79.8063 - val_loss: 34161.2465 - val_mean_absolute_error: 147.3129 Epoch 2827/5000 148/148 [==============================] - 0s 27us/step - loss: 16780.4219 - mean_absolute_error: 79.7883 - val_loss: 34149.9072 - val_mean_absolute_error: 147.2816 Epoch 2828/5000 148/148 [==============================] - 0s 27us/step - loss: 16776.6543 - mean_absolute_error: 79.7703 - val_loss: 34138.5832 - val_mean_absolute_error: 147.2502 Epoch 2829/5000 148/148 [==============================] - 0s 34us/step - loss: 16772.8926 - mean_absolute_error: 79.7522 - val_loss: 34127.2787 - val_mean_absolute_error: 147.2188 Epoch 2830/5000 148/148 [==============================] - 0s 27us/step - loss: 16769.1367 - mean_absolute_error: 79.7342 - val_loss: 34115.9821 - val_mean_absolute_error: 147.1875 Epoch 2831/5000 148/148 [==============================] - 0s 27us/step - loss: 16765.3887 - mean_absolute_error: 79.7163 - val_loss: 34104.6988 - val_mean_absolute_error: 147.1563 Epoch 2832/5000 148/148 [==============================] - 0s 27us/step - loss: 16761.6465 - mean_absolute_error: 79.6983 - val_loss: 34093.4407 - val_mean_absolute_error: 147.1250 Epoch 2833/5000 148/148 [==============================] - 0s 34us/step - loss: 16757.9121 - mean_absolute_error: 79.6804 - val_loss: 34082.1882 - val_mean_absolute_error: 147.0938 Epoch 2834/5000 148/148 [==============================] - 0s 27us/step - loss: 16754.1855 - mean_absolute_error: 79.6624 - val_loss: 34070.9552 - val_mean_absolute_error: 147.0627 Epoch 2835/5000 148/148 [==============================] - 0s 27us/step - loss: 16750.4629 - mean_absolute_error: 79.6445 - val_loss: 34059.7316 - val_mean_absolute_error: 147.0315 Epoch 2836/5000 148/148 [==============================] - 0s 20us/step - loss: 16746.7461 - mean_absolute_error: 79.6266 - val_loss: 34048.5294 - val_mean_absolute_error: 147.0004 Epoch 2837/5000 148/148 [==============================] - 0s 20us/step - loss: 16743.0391 - mean_absolute_error: 79.6087 - val_loss: 34037.3366 - val_mean_absolute_error: 146.9693 Epoch 2838/5000 148/148 [==============================] - 0s 27us/step - loss: 16739.3379 - mean_absolute_error: 79.5909 - val_loss: 34026.1614 - val_mean_absolute_error: 146.9382 Epoch 2839/5000 148/148 [==============================] - 0s 20us/step - loss: 16735.6445 - mean_absolute_error: 79.5730 - val_loss: 34014.9995 - val_mean_absolute_error: 146.9072 Epoch 2840/5000 148/148 [==============================] - 0s 27us/step - loss: 16731.9551 - mean_absolute_error: 79.5552 - val_loss: 34003.8528 - val_mean_absolute_error: 146.8762 Epoch 2841/5000 148/148 [==============================] - 0s 41us/step - loss: 16728.2695 - mean_absolute_error: 79.5374 - val_loss: 33992.7120 - val_mean_absolute_error: 146.8452 Epoch 2842/5000 148/148 [==============================] - 0s 34us/step - loss: 16724.5938 - mean_absolute_error: 79.5196 - val_loss: 33981.5966 - val_mean_absolute_error: 146.8143 Epoch 2843/5000 148/148 [==============================] - 0s 27us/step - loss: 16720.9277 - mean_absolute_error: 79.5018 - val_loss: 33970.4907 - val_mean_absolute_error: 146.7834 Epoch 2844/5000 148/148 [==============================] - 0s 34us/step - loss: 16717.2617 - mean_absolute_error: 79.4841 - val_loss: 33959.3982 - val_mean_absolute_error: 146.7525 Epoch 2845/5000 148/148 [==============================] - 0s 34us/step - loss: 16713.6074 - mean_absolute_error: 79.4663 - val_loss: 33948.3249 - val_mean_absolute_error: 146.7216 Epoch 2846/5000 148/148 [==============================] - 0s 34us/step - loss: 16709.9570 - mean_absolute_error: 79.4486 - val_loss: 33937.2634 - val_mean_absolute_error: 146.6908 Epoch 2847/5000 148/148 [==============================] - 0s 34us/step - loss: 16706.3145 - mean_absolute_error: 79.4309 - val_loss: 33926.2173 - val_mean_absolute_error: 146.6600 Epoch 2848/5000 148/148 [==============================] - 0s 34us/step - loss: 16702.6777 - mean_absolute_error: 79.4132 - val_loss: 33915.1806 - val_mean_absolute_error: 146.6293 Epoch 2849/5000 148/148 [==============================] - 0s 27us/step - loss: 16699.0469 - mean_absolute_error: 79.3955 - val_loss: 33904.1613 - val_mean_absolute_error: 146.5985 Epoch 2850/5000 148/148 [==============================] - 0s 34us/step - loss: 16695.4219 - mean_absolute_error: 79.3779 - val_loss: 33893.1595 - val_mean_absolute_error: 146.5678 Epoch 2851/5000 148/148 [==============================] - 0s 27us/step - loss: 16691.8047 - mean_absolute_error: 79.3603 - val_loss: 33882.1674 - val_mean_absolute_error: 146.5372 Epoch 2852/5000 148/148 [==============================] - 0s 20us/step - loss: 16688.1934 - mean_absolute_error: 79.3426 - val_loss: 33871.1905 - val_mean_absolute_error: 146.5065 Epoch 2853/5000 148/148 [==============================] - 0s 41us/step - loss: 16684.5859 - mean_absolute_error: 79.3250 - val_loss: 33860.2290 - val_mean_absolute_error: 146.4759 Epoch 2854/5000 148/148 [==============================] - 0s 20us/step - loss: 16680.9863 - mean_absolute_error: 79.3074 - val_loss: 33849.2850 - val_mean_absolute_error: 146.4453 Epoch 2855/5000 148/148 [==============================] - 0s 27us/step - loss: 16677.3945 - mean_absolute_error: 79.2899 - val_loss: 33838.3507 - val_mean_absolute_error: 146.4147 Epoch 2856/5000 148/148 [==============================] - 0s 34us/step - loss: 16673.8066 - mean_absolute_error: 79.2723 - val_loss: 33827.4277 - val_mean_absolute_error: 146.3842 Epoch 2857/5000 148/148 [==============================] - 0s 27us/step - loss: 16670.2266 - mean_absolute_error: 79.2548 - val_loss: 33816.5279 - val_mean_absolute_error: 146.3538 Epoch 2858/5000 148/148 [==============================] - 0s 20us/step - loss: 16666.6523 - mean_absolute_error: 79.2373 - val_loss: 33805.6317 - val_mean_absolute_error: 146.3233 Epoch 2859/5000 148/148 [==============================] - 0s 27us/step - loss: 16663.0820 - mean_absolute_error: 79.2198 - val_loss: 33794.7552 - val_mean_absolute_error: 146.2928 Epoch 2860/5000 148/148 [==============================] - 0s 27us/step - loss: 16659.5195 - mean_absolute_error: 79.2023 - val_loss: 33783.8902 - val_mean_absolute_error: 146.2624 Epoch 2861/5000 148/148 [==============================] - 0s 27us/step - loss: 16655.9629 - mean_absolute_error: 79.1848 - val_loss: 33773.0443 - val_mean_absolute_error: 146.2320 Epoch 2862/5000 148/148 [==============================] - 0s 34us/step - loss: 16652.4121 - mean_absolute_error: 79.1674 - val_loss: 33762.2042 - val_mean_absolute_error: 146.2017 Epoch 2863/5000 148/148 [==============================] - 0s 27us/step - loss: 16648.8691 - mean_absolute_error: 79.1500 - val_loss: 33751.3894 - val_mean_absolute_error: 146.1714 Epoch 2864/5000 148/148 [==============================] - 0s 20us/step - loss: 16645.3320 - mean_absolute_error: 79.1325 - val_loss: 33740.5765 - val_mean_absolute_error: 146.1411 Epoch 2865/5000 148/148 [==============================] - 0s 27us/step - loss: 16641.7988 - mean_absolute_error: 79.1151 - val_loss: 33729.7826 - val_mean_absolute_error: 146.1108 Epoch 2866/5000 148/148 [==============================] - 0s 27us/step - loss: 16638.2715 - mean_absolute_error: 79.0978 - val_loss: 33719.0080 - val_mean_absolute_error: 146.0806 Epoch 2867/5000 148/148 [==============================] - 0s 20us/step - loss: 16634.7500 - mean_absolute_error: 79.0804 - val_loss: 33708.2375 - val_mean_absolute_error: 146.0506 Epoch 2868/5000 148/148 [==============================] - 0s 34us/step - loss: 16631.2363 - mean_absolute_error: 79.0631 - val_loss: 33697.4920 - val_mean_absolute_error: 146.0211 Epoch 2869/5000 148/148 [==============================] - 0s 34us/step - loss: 16627.7285 - mean_absolute_error: 79.0457 - val_loss: 33686.7504 - val_mean_absolute_error: 145.9916 Epoch 2870/5000 148/148 [==============================] - 0s 27us/step - loss: 16624.2266 - mean_absolute_error: 79.0284 - val_loss: 33676.0238 - val_mean_absolute_error: 145.9622 Epoch 2871/5000 148/148 [==============================] - 0s 20us/step - loss: 16620.7305 - mean_absolute_error: 79.0111 - val_loss: 33665.3188 - val_mean_absolute_error: 145.9327 Epoch 2872/5000 148/148 [==============================] - 0s 27us/step - loss: 16617.2402 - mean_absolute_error: 78.9939 - val_loss: 33654.6215 - val_mean_absolute_error: 145.9034 Epoch 2873/5000 148/148 [==============================] - 0s 27us/step - loss: 16613.7559 - mean_absolute_error: 78.9766 - val_loss: 33643.9358 - val_mean_absolute_error: 145.8740 Epoch 2874/5000 148/148 [==============================] - 0s 27us/step - loss: 16610.2734 - mean_absolute_error: 78.9594 - val_loss: 33633.2708 - val_mean_absolute_error: 145.8447 Epoch 2875/5000 148/148 [==============================] - 0s 27us/step - loss: 16606.8027 - mean_absolute_error: 78.9421 - val_loss: 33622.6140 - val_mean_absolute_error: 145.8154 Epoch 2876/5000 148/148 [==============================] - 0s 34us/step - loss: 16603.3320 - mean_absolute_error: 78.9249 - val_loss: 33611.9726 - val_mean_absolute_error: 145.7861 Epoch 2877/5000 148/148 [==============================] - 0s 27us/step - loss: 16599.8730 - mean_absolute_error: 78.9077 - val_loss: 33601.3389 - val_mean_absolute_error: 145.7568 Epoch 2878/5000 148/148 [==============================] - 0s 27us/step - loss: 16596.4160 - mean_absolute_error: 78.8906 - val_loss: 33590.7298 - val_mean_absolute_error: 145.7276 Epoch 2879/5000 148/148 [==============================] - 0s 27us/step - loss: 16592.9688 - mean_absolute_error: 78.8741 - val_loss: 33580.1347 - val_mean_absolute_error: 145.6985 Epoch 2880/5000 148/148 [==============================] - 0s 27us/step - loss: 16589.5391 - mean_absolute_error: 78.8576 - val_loss: 33569.5588 - val_mean_absolute_error: 145.6693 Epoch 2881/5000 148/148 [==============================] - 0s 20us/step - loss: 16586.1152 - mean_absolute_error: 78.8412 - val_loss: 33559.0060 - val_mean_absolute_error: 145.6403 Epoch 2882/5000 148/148 [==============================] - 0s 27us/step - loss: 16582.6953 - mean_absolute_error: 78.8248 - val_loss: 33548.4683 - val_mean_absolute_error: 145.6112 Epoch 2883/5000 148/148 [==============================] - 0s 34us/step - loss: 16579.2852 - mean_absolute_error: 78.8084 - val_loss: 33537.9541 - val_mean_absolute_error: 145.5823 Epoch 2884/5000 148/148 [==============================] - 0s 27us/step - loss: 16575.8809 - mean_absolute_error: 78.7920 - val_loss: 33527.4610 - val_mean_absolute_error: 145.5534 Epoch 2885/5000 148/148 [==============================] - 0s 27us/step - loss: 16572.4805 - mean_absolute_error: 78.7756 - val_loss: 33516.9757 - val_mean_absolute_error: 145.5245 Epoch 2886/5000 148/148 [==============================] - 0s 27us/step - loss: 16569.0879 - mean_absolute_error: 78.7593 - val_loss: 33506.5112 - val_mean_absolute_error: 145.4956 Epoch 2887/5000 148/148 [==============================] - 0s 27us/step - loss: 16565.7012 - mean_absolute_error: 78.7429 - val_loss: 33496.0664 - val_mean_absolute_error: 145.4668 Epoch 2888/5000 148/148 [==============================] - 0s 27us/step - loss: 16562.3203 - mean_absolute_error: 78.7266 - val_loss: 33485.6331 - val_mean_absolute_error: 145.4380 Epoch 2889/5000 148/148 [==============================] - 0s 27us/step - loss: 16558.9453 - mean_absolute_error: 78.7103 - val_loss: 33475.2253 - val_mean_absolute_error: 145.4093 Epoch 2890/5000 148/148 [==============================] - 0s 34us/step - loss: 16555.5781 - mean_absolute_error: 78.6940 - val_loss: 33464.8262 - val_mean_absolute_error: 145.3806 Epoch 2891/5000 148/148 [==============================] - 0s 34us/step - loss: 16552.2148 - mean_absolute_error: 78.6777 - val_loss: 33454.4431 - val_mean_absolute_error: 145.3520 Epoch 2892/5000 148/148 [==============================] - 0s 27us/step - loss: 16548.8574 - mean_absolute_error: 78.6615 - val_loss: 33444.0734 - val_mean_absolute_error: 145.3233 Epoch 2893/5000 148/148 [==============================] - 0s 20us/step - loss: 16545.5059 - mean_absolute_error: 78.6453 - val_loss: 33433.7172 - val_mean_absolute_error: 145.2948 Epoch 2894/5000 148/148 [==============================] - 0s 27us/step - loss: 16542.1562 - mean_absolute_error: 78.6290 - val_loss: 33423.3779 - val_mean_absolute_error: 145.2662 Epoch 2895/5000 148/148 [==============================] - 0s 27us/step - loss: 16538.8184 - mean_absolute_error: 78.6135 - val_loss: 33413.0526 - val_mean_absolute_error: 145.2377 Epoch 2896/5000 148/148 [==============================] - 0s 27us/step - loss: 16535.4805 - mean_absolute_error: 78.5983 - val_loss: 33402.7426 - val_mean_absolute_error: 145.2092 Epoch 2897/5000 148/148 [==============================] - 0s 27us/step - loss: 16532.1543 - mean_absolute_error: 78.5831 - val_loss: 33392.4500 - val_mean_absolute_error: 145.1807 Epoch 2898/5000 148/148 [==============================] - 0s 27us/step - loss: 16528.8281 - mean_absolute_error: 78.5679 - val_loss: 33382.1705 - val_mean_absolute_error: 145.1525 Epoch 2899/5000 148/148 [==============================] - 0s 27us/step - loss: 16525.5098 - mean_absolute_error: 78.5527 - val_loss: 33371.9029 - val_mean_absolute_error: 145.1251 Epoch 2900/5000 148/148 [==============================] - 0s 41us/step - loss: 16522.1973 - mean_absolute_error: 78.5375 - val_loss: 33361.6489 - val_mean_absolute_error: 145.0976 Epoch 2901/5000 148/148 [==============================] - 0s 27us/step - loss: 16518.8906 - mean_absolute_error: 78.5224 - val_loss: 33351.4064 - val_mean_absolute_error: 145.0702 Epoch 2902/5000 148/148 [==============================] - 0s 27us/step - loss: 16515.5879 - mean_absolute_error: 78.5073 - val_loss: 33341.1808 - val_mean_absolute_error: 145.0428 Epoch 2903/5000 148/148 [==============================] - 0s 27us/step - loss: 16512.2910 - mean_absolute_error: 78.4921 - val_loss: 33330.9691 - val_mean_absolute_error: 145.0155 Epoch 2904/5000 148/148 [==============================] - 0s 27us/step - loss: 16508.9980 - mean_absolute_error: 78.4771 - val_loss: 33320.7652 - val_mean_absolute_error: 144.9881 Epoch 2905/5000 148/148 [==============================] - 0s 20us/step - loss: 16505.7129 - mean_absolute_error: 78.4620 - val_loss: 33310.5824 - val_mean_absolute_error: 144.9608 Epoch 2906/5000 148/148 [==============================] - 0s 41us/step - loss: 16502.4336 - mean_absolute_error: 78.4469 - val_loss: 33300.4071 - val_mean_absolute_error: 144.9336 Epoch 2907/5000 148/148 [==============================] - 0s 27us/step - loss: 16499.1562 - mean_absolute_error: 78.4318 - val_loss: 33290.2473 - val_mean_absolute_error: 144.9063 Epoch 2908/5000 148/148 [==============================] - 0s 27us/step - loss: 16495.8867 - mean_absolute_error: 78.4168 - val_loss: 33280.1011 - val_mean_absolute_error: 144.8791 Epoch 2909/5000 148/148 [==============================] - 0s 41us/step - loss: 16492.6211 - mean_absolute_error: 78.4017 - val_loss: 33269.9670 - val_mean_absolute_error: 144.8519 Epoch 2910/5000 148/148 [==============================] - 0s 27us/step - loss: 16489.3633 - mean_absolute_error: 78.3867 - val_loss: 33259.8474 - val_mean_absolute_error: 144.8247 Epoch 2911/5000 148/148 [==============================] - 0s 27us/step - loss: 16486.1074 - mean_absolute_error: 78.3717 - val_loss: 33249.7379 - val_mean_absolute_error: 144.7976 Epoch 2912/5000 148/148 [==============================] - 0s 34us/step - loss: 16482.8574 - mean_absolute_error: 78.3567 - val_loss: 33239.6418 - val_mean_absolute_error: 144.7704 Epoch 2913/5000 148/148 [==============================] - 0s 27us/step - loss: 16479.6113 - mean_absolute_error: 78.3418 - val_loss: 33229.5593 - val_mean_absolute_error: 144.7433 Epoch 2914/5000 148/148 [==============================] - 0s 27us/step - loss: 16476.3750 - mean_absolute_error: 78.3268 - val_loss: 33219.4898 - val_mean_absolute_error: 144.7163 Epoch 2915/5000 148/148 [==============================] - 0s 34us/step - loss: 16473.1406 - mean_absolute_error: 78.3118 - val_loss: 33209.4342 - val_mean_absolute_error: 144.6892 Epoch 2916/5000 148/148 [==============================] - 0s 20us/step - loss: 16469.9102 - mean_absolute_error: 78.2969 - val_loss: 33199.3883 - val_mean_absolute_error: 144.6622 Epoch 2917/5000 148/148 [==============================] - 0s 27us/step - loss: 16466.6875 - mean_absolute_error: 78.2820 - val_loss: 33189.3520 - val_mean_absolute_error: 144.6352 Epoch 2918/5000 148/148 [==============================] - 0s 34us/step - loss: 16463.4688 - mean_absolute_error: 78.2671 - val_loss: 33179.3405 - val_mean_absolute_error: 144.6082 Epoch 2919/5000 148/148 [==============================] - 0s 27us/step - loss: 16460.2559 - mean_absolute_error: 78.2522 - val_loss: 33169.3329 - val_mean_absolute_error: 144.5813 Epoch 2920/5000 148/148 [==============================] - 0s 27us/step - loss: 16457.0488 - mean_absolute_error: 78.2373 - val_loss: 33159.3371 - val_mean_absolute_error: 144.5544 Epoch 2921/5000 148/148 [==============================] - 0s 20us/step - loss: 16453.8438 - mean_absolute_error: 78.2225 - val_loss: 33149.3586 - val_mean_absolute_error: 144.5275 Epoch 2922/5000 148/148 [==============================] - 0s 27us/step - loss: 16450.6445 - mean_absolute_error: 78.2076 - val_loss: 33139.3897 - val_mean_absolute_error: 144.5006 Epoch 2923/5000 148/148 [==============================] - 0s 27us/step - loss: 16447.4531 - mean_absolute_error: 78.1928 - val_loss: 33129.4305 - val_mean_absolute_error: 144.4738 Epoch 2924/5000 148/148 [==============================] - 0s 27us/step - loss: 16444.2637 - mean_absolute_error: 78.1780 - val_loss: 33119.4674 - val_mean_absolute_error: 144.4469 Epoch 2925/5000 148/148 [==============================] - 0s 34us/step - loss: 16441.0781 - mean_absolute_error: 78.1631 - val_loss: 33109.4986 - val_mean_absolute_error: 144.4201 Epoch 2926/5000 148/148 [==============================] - 0s 41us/step - loss: 16437.8984 - mean_absolute_error: 78.1484 - val_loss: 33099.5428 - val_mean_absolute_error: 144.3933 Epoch 2927/5000 148/148 [==============================] - 0s 20us/step - loss: 16434.7246 - mean_absolute_error: 78.1336 - val_loss: 33089.5932 - val_mean_absolute_error: 144.3665 Epoch 2928/5000 148/148 [==============================] - 0s 27us/step - loss: 16431.5566 - mean_absolute_error: 78.1188 - val_loss: 33079.6610 - val_mean_absolute_error: 144.3397 Epoch 2929/5000 148/148 [==============================] - 0s 27us/step - loss: 16428.3887 - mean_absolute_error: 78.1041 - val_loss: 33069.7345 - val_mean_absolute_error: 144.3130 Epoch 2930/5000 148/148 [==============================] - 0s 27us/step - loss: 16425.2285 - mean_absolute_error: 78.0893 - val_loss: 33059.8291 - val_mean_absolute_error: 144.2863 Epoch 2931/5000 148/148 [==============================] - 0s 20us/step - loss: 16422.0762 - mean_absolute_error: 78.0746 - val_loss: 33049.9294 - val_mean_absolute_error: 144.2596 Epoch 2932/5000 148/148 [==============================] - 0s 27us/step - loss: 16418.9258 - mean_absolute_error: 78.0599 - val_loss: 33040.0477 - val_mean_absolute_error: 144.2329 Epoch 2933/5000 148/148 [==============================] - 0s 20us/step - loss: 16415.7812 - mean_absolute_error: 78.0452 - val_loss: 33030.1752 - val_mean_absolute_error: 144.2062 Epoch 2934/5000 148/148 [==============================] - 0s 34us/step - loss: 16412.6426 - mean_absolute_error: 78.0305 - val_loss: 33020.3196 - val_mean_absolute_error: 144.1796 Epoch 2935/5000 148/148 [==============================] - 0s 47us/step - loss: 16409.5039 - mean_absolute_error: 78.0159 - val_loss: 33010.4664 - val_mean_absolute_error: 144.1530 Epoch 2936/5000 148/148 [==============================] - 0s 27us/step - loss: 16406.3730 - mean_absolute_error: 78.0012 - val_loss: 33000.6305 - val_mean_absolute_error: 144.1265 Epoch 2937/5000 148/148 [==============================] - 0s 27us/step - loss: 16403.2441 - mean_absolute_error: 77.9866 - val_loss: 32990.8042 - val_mean_absolute_error: 144.0999 Epoch 2938/5000 148/148 [==============================] - 0s 34us/step - loss: 16400.1211 - mean_absolute_error: 77.9720 - val_loss: 32980.9910 - val_mean_absolute_error: 144.0734 Epoch 2939/5000 148/148 [==============================] - 0s 20us/step - loss: 16397.0059 - mean_absolute_error: 77.9574 - val_loss: 32971.1898 - val_mean_absolute_error: 144.0469 Epoch 2940/5000 148/148 [==============================] - 0s 41us/step - loss: 16393.8945 - mean_absolute_error: 77.9428 - val_loss: 32961.4041 - val_mean_absolute_error: 144.0204 Epoch 2941/5000 148/148 [==============================] - 0s 27us/step - loss: 16390.7832 - mean_absolute_error: 77.9282 - val_loss: 32951.6281 - val_mean_absolute_error: 143.9940 Epoch 2942/5000 148/148 [==============================] - 0s 27us/step - loss: 16387.6816 - mean_absolute_error: 77.9136 - val_loss: 32941.8653 - val_mean_absolute_error: 143.9676 Epoch 2943/5000 148/148 [==============================] - 0s 20us/step - loss: 16384.5840 - mean_absolute_error: 77.8991 - val_loss: 32932.1084 - val_mean_absolute_error: 143.9412 Epoch 2944/5000 148/148 [==============================] - 0s 34us/step - loss: 16381.4902 - mean_absolute_error: 77.8845 - val_loss: 32922.3708 - val_mean_absolute_error: 143.9148 Epoch 2945/5000 148/148 [==============================] - 0s 20us/step - loss: 16378.4004 - mean_absolute_error: 77.8700 - val_loss: 32912.6407 - val_mean_absolute_error: 143.8884 Epoch 2946/5000 148/148 [==============================] - 0s 34us/step - loss: 16375.3145 - mean_absolute_error: 77.8555 - val_loss: 32902.9241 - val_mean_absolute_error: 143.8621 Epoch 2947/5000 148/148 [==============================] - 0s 34us/step - loss: 16372.2334 - mean_absolute_error: 77.8410 - val_loss: 32893.2192 - val_mean_absolute_error: 143.8358 Epoch 2948/5000 148/148 [==============================] - 0s 27us/step - loss: 16369.1592 - mean_absolute_error: 77.8265 - val_loss: 32883.5259 - val_mean_absolute_error: 143.8096 Epoch 2949/5000 148/148 [==============================] - 0s 27us/step - loss: 16366.0859 - mean_absolute_error: 77.8120 - val_loss: 32873.8442 - val_mean_absolute_error: 143.7833 Epoch 2950/5000 148/148 [==============================] - 0s 20us/step - loss: 16363.0205 - mean_absolute_error: 77.7976 - val_loss: 32864.1741 - val_mean_absolute_error: 143.7571 Epoch 2951/5000 148/148 [==============================] - 0s 20us/step - loss: 16359.9561 - mean_absolute_error: 77.7831 - val_loss: 32854.5193 - val_mean_absolute_error: 143.7309 Epoch 2952/5000 148/148 [==============================] - 0s 27us/step - loss: 16356.8984 - mean_absolute_error: 77.7687 - val_loss: 32844.8704 - val_mean_absolute_error: 143.7047 Epoch 2953/5000 148/148 [==============================] - 0s 27us/step - loss: 16353.8467 - mean_absolute_error: 77.7543 - val_loss: 32835.2366 - val_mean_absolute_error: 143.6786 Epoch 2954/5000 148/148 [==============================] - 0s 34us/step - loss: 16350.7959 - mean_absolute_error: 77.7399 - val_loss: 32825.5927 - val_mean_absolute_error: 143.6524 Epoch 2955/5000 148/148 [==============================] - 0s 27us/step - loss: 16347.7500 - mean_absolute_error: 77.7255 - val_loss: 32815.9621 - val_mean_absolute_error: 143.6263 Epoch 2956/5000 148/148 [==============================] - 0s 20us/step - loss: 16344.6973 - mean_absolute_error: 77.7111 - val_loss: 32806.3334 - val_mean_absolute_error: 143.6002 Epoch 2957/5000 148/148 [==============================] - 0s 27us/step - loss: 16341.6504 - mean_absolute_error: 77.6966 - val_loss: 32796.7221 - val_mean_absolute_error: 143.5741 Epoch 2958/5000 148/148 [==============================] - 0s 27us/step - loss: 16338.6045 - mean_absolute_error: 77.6822 - val_loss: 32787.1185 - val_mean_absolute_error: 143.5481 Epoch 2959/5000 148/148 [==============================] - 0s 27us/step - loss: 16335.5605 - mean_absolute_error: 77.6677 - val_loss: 32777.5165 - val_mean_absolute_error: 143.5220 Epoch 2960/5000 148/148 [==============================] - 0s 20us/step - loss: 16332.5215 - mean_absolute_error: 77.6533 - val_loss: 32767.9281 - val_mean_absolute_error: 143.4960 Epoch 2961/5000 148/148 [==============================] - 0s 27us/step - loss: 16329.4844 - mean_absolute_error: 77.6389 - val_loss: 32758.3474 - val_mean_absolute_error: 143.4700 Epoch 2962/5000 148/148 [==============================] - 0s 27us/step - loss: 16326.4541 - mean_absolute_error: 77.6246 - val_loss: 32748.7740 - val_mean_absolute_error: 143.4440 Epoch 2963/5000 148/148 [==============================] - 0s 34us/step - loss: 16323.4238 - mean_absolute_error: 77.6102 - val_loss: 32739.2203 - val_mean_absolute_error: 143.4180 Epoch 2964/5000 148/148 [==============================] - 0s 27us/step - loss: 16320.3984 - mean_absolute_error: 77.5958 - val_loss: 32729.6679 - val_mean_absolute_error: 143.3921 Epoch 2965/5000 148/148 [==============================] - 0s 27us/step - loss: 16317.3779 - mean_absolute_error: 77.5815 - val_loss: 32720.1294 - val_mean_absolute_error: 143.3661 Epoch 2966/5000 148/148 [==============================] - 0s 27us/step - loss: 16314.3594 - mean_absolute_error: 77.5671 - val_loss: 32710.6004 - val_mean_absolute_error: 143.3402 Epoch 2967/5000 148/148 [==============================] - 0s 27us/step - loss: 16311.3467 - mean_absolute_error: 77.5528 - val_loss: 32701.0786 - val_mean_absolute_error: 143.3143 Epoch 2968/5000 148/148 [==============================] - 0s 34us/step - loss: 16308.3340 - mean_absolute_error: 77.5385 - val_loss: 32691.5727 - val_mean_absolute_error: 143.2885 Epoch 2969/5000 148/148 [==============================] - 0s 27us/step - loss: 16305.3262 - mean_absolute_error: 77.5242 - val_loss: 32682.0742 - val_mean_absolute_error: 143.2626 Epoch 2970/5000 148/148 [==============================] - 0s 27us/step - loss: 16302.3262 - mean_absolute_error: 77.5099 - val_loss: 32672.5856 - val_mean_absolute_error: 143.2368 Epoch 2971/5000 148/148 [==============================] - 0s 27us/step - loss: 16299.3281 - mean_absolute_error: 77.4956 - val_loss: 32663.1080 - val_mean_absolute_error: 143.2110 Epoch 2972/5000 148/148 [==============================] - 0s 20us/step - loss: 16296.3330 - mean_absolute_error: 77.4814 - val_loss: 32653.6423 - val_mean_absolute_error: 143.1852 Epoch 2973/5000 148/148 [==============================] - 0s 27us/step - loss: 16293.3379 - mean_absolute_error: 77.4671 - val_loss: 32644.1820 - val_mean_absolute_error: 143.1595 Epoch 2974/5000 148/148 [==============================] - 0s 34us/step - loss: 16290.3535 - mean_absolute_error: 77.4529 - val_loss: 32634.7274 - val_mean_absolute_error: 143.1337 Epoch 2975/5000 148/148 [==============================] - 0s 27us/step - loss: 16287.3701 - mean_absolute_error: 77.4387 - val_loss: 32625.2806 - val_mean_absolute_error: 143.1080 Epoch 2976/5000 148/148 [==============================] - 0s 34us/step - loss: 16284.3916 - mean_absolute_error: 77.4245 - val_loss: 32615.8492 - val_mean_absolute_error: 143.0823 Epoch 2977/5000 148/148 [==============================] - 0s 27us/step - loss: 16281.4141 - mean_absolute_error: 77.4103 - val_loss: 32606.4255 - val_mean_absolute_error: 143.0566 Epoch 2978/5000 148/148 [==============================] - 0s 20us/step - loss: 16278.4443 - mean_absolute_error: 77.3961 - val_loss: 32597.0170 - val_mean_absolute_error: 143.0310 Epoch 2979/5000 148/148 [==============================] - 0s 27us/step - loss: 16275.4746 - mean_absolute_error: 77.3819 - val_loss: 32587.6105 - val_mean_absolute_error: 143.0053 Epoch 2980/5000 148/148 [==============================] - 0s 34us/step - loss: 16272.5098 - mean_absolute_error: 77.3678 - val_loss: 32578.2210 - val_mean_absolute_error: 142.9798 Epoch 2981/5000 148/148 [==============================] - 0s 27us/step - loss: 16269.5508 - mean_absolute_error: 77.3536 - val_loss: 32568.8415 - val_mean_absolute_error: 142.9542 Epoch 2982/5000 148/148 [==============================] - 0s 41us/step - loss: 16266.5928 - mean_absolute_error: 77.3395 - val_loss: 32559.4713 - val_mean_absolute_error: 142.9286 Epoch 2983/5000 148/148 [==============================] - 0s 34us/step - loss: 16263.6387 - mean_absolute_error: 77.3254 - val_loss: 32550.1125 - val_mean_absolute_error: 142.9031 Epoch 2984/5000 148/148 [==============================] - 0s 20us/step - loss: 16260.6904 - mean_absolute_error: 77.3113 - val_loss: 32540.7655 - val_mean_absolute_error: 142.8776 Epoch 2985/5000 148/148 [==============================] - 0s 34us/step - loss: 16257.7471 - mean_absolute_error: 77.2972 - val_loss: 32531.4334 - val_mean_absolute_error: 142.8521 Epoch 2986/5000 148/148 [==============================] - 0s 27us/step - loss: 16254.8076 - mean_absolute_error: 77.2831 - val_loss: 32522.1095 - val_mean_absolute_error: 142.8266 Epoch 2987/5000 148/148 [==============================] - 0s 27us/step - loss: 16251.8682 - mean_absolute_error: 77.2691 - val_loss: 32512.7929 - val_mean_absolute_error: 142.8012 Epoch 2988/5000 148/148 [==============================] - 0s 41us/step - loss: 16248.9346 - mean_absolute_error: 77.2550 - val_loss: 32503.4900 - val_mean_absolute_error: 142.7758 Epoch 2989/5000 148/148 [==============================] - 0s 20us/step - loss: 16246.0068 - mean_absolute_error: 77.2410 - val_loss: 32494.1867 - val_mean_absolute_error: 142.7504 Epoch 2990/5000 148/148 [==============================] - 0s 27us/step - loss: 16243.0811 - mean_absolute_error: 77.2270 - val_loss: 32484.8566 - val_mean_absolute_error: 142.7249 Epoch 2991/5000 148/148 [==============================] - 0s 27us/step - loss: 16240.1592 - mean_absolute_error: 77.2130 - val_loss: 32475.5320 - val_mean_absolute_error: 142.6995 Epoch 2992/5000 148/148 [==============================] - 0s 27us/step - loss: 16237.2402 - mean_absolute_error: 77.1997 - val_loss: 32466.2229 - val_mean_absolute_error: 142.6741 Epoch 2993/5000 148/148 [==============================] - 0s 27us/step - loss: 16234.3262 - mean_absolute_error: 77.1866 - val_loss: 32456.9217 - val_mean_absolute_error: 142.6488 Epoch 2994/5000 148/148 [==============================] - 0s 20us/step - loss: 16231.4160 - mean_absolute_error: 77.1737 - val_loss: 32447.6394 - val_mean_absolute_error: 142.6234 Epoch 2995/5000 148/148 [==============================] - 0s 20us/step - loss: 16228.5088 - mean_absolute_error: 77.1607 - val_loss: 32438.3416 - val_mean_absolute_error: 142.5980 Epoch 2996/5000 148/148 [==============================] - 0s 20us/step - loss: 16225.6045 - mean_absolute_error: 77.1477 - val_loss: 32429.0514 - val_mean_absolute_error: 142.5727 Epoch 2997/5000 148/148 [==============================] - 0s 27us/step - loss: 16222.7061 - mean_absolute_error: 77.1347 - val_loss: 32419.7669 - val_mean_absolute_error: 142.5473 Epoch 2998/5000 148/148 [==============================] - 0s 27us/step - loss: 16219.8105 - mean_absolute_error: 77.1218 - val_loss: 32410.4865 - val_mean_absolute_error: 142.5219 Epoch 2999/5000 148/148 [==============================] - 0s 34us/step - loss: 16216.9189 - mean_absolute_error: 77.1088 - val_loss: 32401.2155 - val_mean_absolute_error: 142.4966 Epoch 3000/5000 148/148 [==============================] - 0s 27us/step - loss: 16214.0303 - mean_absolute_error: 77.0959 - val_loss: 32391.9616 - val_mean_absolute_error: 142.4712 Epoch 3001/5000 148/148 [==============================] - 0s 27us/step - loss: 16211.1436 - mean_absolute_error: 77.0830 - val_loss: 32382.7080 - val_mean_absolute_error: 142.4458 Epoch 3002/5000 148/148 [==============================] - 0s 34us/step - loss: 16208.2637 - mean_absolute_error: 77.0701 - val_loss: 32373.4676 - val_mean_absolute_error: 142.4205 Epoch 3003/5000 148/148 [==============================] - 0s 34us/step - loss: 16205.3848 - mean_absolute_error: 77.0572 - val_loss: 32364.2384 - val_mean_absolute_error: 142.3951 Epoch 3004/5000 148/148 [==============================] - 0s 20us/step - loss: 16202.5117 - mean_absolute_error: 77.0443 - val_loss: 32355.0214 - val_mean_absolute_error: 142.3699 Epoch 3005/5000 148/148 [==============================] - 0s 27us/step - loss: 16199.6436 - mean_absolute_error: 77.0314 - val_loss: 32345.7808 - val_mean_absolute_error: 142.3445 Epoch 3006/5000 148/148 [==============================] - 0s 20us/step - loss: 16196.7773 - mean_absolute_error: 77.0185 - val_loss: 32336.5535 - val_mean_absolute_error: 142.3192 Epoch 3007/5000 148/148 [==============================] - 0s 27us/step - loss: 16193.9121 - mean_absolute_error: 77.0057 - val_loss: 32327.3320 - val_mean_absolute_error: 142.2939 Epoch 3008/5000 148/148 [==============================] - 0s 27us/step - loss: 16191.0537 - mean_absolute_error: 76.9929 - val_loss: 32318.1201 - val_mean_absolute_error: 142.2686 Epoch 3009/5000 148/148 [==============================] - 0s 34us/step - loss: 16188.1973 - mean_absolute_error: 76.9800 - val_loss: 32308.9221 - val_mean_absolute_error: 142.2434 Epoch 3010/5000 148/148 [==============================] - 0s 27us/step - loss: 16185.3467 - mean_absolute_error: 76.9672 - val_loss: 32299.7351 - val_mean_absolute_error: 142.2181 Epoch 3011/5000 148/148 [==============================] - 0s 20us/step - loss: 16182.4980 - mean_absolute_error: 76.9544 - val_loss: 32290.5558 - val_mean_absolute_error: 142.1929 Epoch 3012/5000 148/148 [==============================] - 0s 27us/step - loss: 16179.6436 - mean_absolute_error: 76.9416 - val_loss: 32281.3360 - val_mean_absolute_error: 142.1677 Epoch 3013/5000 148/148 [==============================] - 0s 27us/step - loss: 16176.7773 - mean_absolute_error: 76.9287 - val_loss: 32272.0796 - val_mean_absolute_error: 142.1423 Epoch 3014/5000 148/148 [==============================] - 0s 27us/step - loss: 16173.8984 - mean_absolute_error: 76.9158 - val_loss: 32262.7979 - val_mean_absolute_error: 142.1169 Epoch 3015/5000 148/148 [==============================] - 0s 34us/step - loss: 16171.0137 - mean_absolute_error: 76.9029 - val_loss: 32253.4873 - val_mean_absolute_error: 142.0915 Epoch 3016/5000 148/148 [==============================] - 0s 27us/step - loss: 16168.1221 - mean_absolute_error: 76.8899 - val_loss: 32244.1517 - val_mean_absolute_error: 142.0660 Epoch 3017/5000 148/148 [==============================] - 0s 27us/step - loss: 16165.2246 - mean_absolute_error: 76.8769 - val_loss: 32234.8005 - val_mean_absolute_error: 142.0405 Epoch 3018/5000 148/148 [==============================] - 0s 20us/step - loss: 16162.3193 - mean_absolute_error: 76.8638 - val_loss: 32225.4321 - val_mean_absolute_error: 142.0150 Epoch 3019/5000 148/148 [==============================] - 0s 34us/step - loss: 16159.4121 - mean_absolute_error: 76.8507 - val_loss: 32216.0461 - val_mean_absolute_error: 141.9894 Epoch 3020/5000 148/148 [==============================] - 0s 27us/step - loss: 16156.5020 - mean_absolute_error: 76.8376 - val_loss: 32206.6542 - val_mean_absolute_error: 141.9638 Epoch 3021/5000 148/148 [==============================] - 0s 27us/step - loss: 16153.5859 - mean_absolute_error: 76.8245 - val_loss: 32197.2449 - val_mean_absolute_error: 141.9382 Epoch 3022/5000 148/148 [==============================] - 0s 34us/step - loss: 16150.6709 - mean_absolute_error: 76.8113 - val_loss: 32187.8338 - val_mean_absolute_error: 141.9126 Epoch 3023/5000 148/148 [==============================] - 0s 34us/step - loss: 16147.7549 - mean_absolute_error: 76.7982 - val_loss: 32178.4148 - val_mean_absolute_error: 141.8870 Epoch 3024/5000 148/148 [==============================] - 0s 34us/step - loss: 16144.8359 - mean_absolute_error: 76.7850 - val_loss: 32168.9824 - val_mean_absolute_error: 141.8613 Epoch 3025/5000 148/148 [==============================] - 0s 20us/step - loss: 16141.9189 - mean_absolute_error: 76.7718 - val_loss: 32159.5364 - val_mean_absolute_error: 141.8357 Epoch 3026/5000 148/148 [==============================] - 0s 27us/step - loss: 16139.0020 - mean_absolute_error: 76.7586 - val_loss: 32150.0918 - val_mean_absolute_error: 141.8100 Epoch 3027/5000 148/148 [==============================] - 0s 20us/step - loss: 16136.0791 - mean_absolute_error: 76.7455 - val_loss: 32140.6495 - val_mean_absolute_error: 141.7843 Epoch 3028/5000 148/148 [==============================] - 0s 27us/step - loss: 16133.1621 - mean_absolute_error: 76.7323 - val_loss: 32131.2073 - val_mean_absolute_error: 141.7587 Epoch 3029/5000 148/148 [==============================] - 0s 27us/step - loss: 16130.2480 - mean_absolute_error: 76.7191 - val_loss: 32121.7668 - val_mean_absolute_error: 141.7330 Epoch 3030/5000 148/148 [==============================] - 0s 27us/step - loss: 16127.3311 - mean_absolute_error: 76.7059 - val_loss: 32112.3278 - val_mean_absolute_error: 141.7074 Epoch 3031/5000 148/148 [==============================] - 0s 34us/step - loss: 16124.4170 - mean_absolute_error: 76.6927 - val_loss: 32102.8890 - val_mean_absolute_error: 141.6817 Epoch 3032/5000 148/148 [==============================] - 0s 27us/step - loss: 16121.5068 - mean_absolute_error: 76.6795 - val_loss: 32093.4557 - val_mean_absolute_error: 141.6561 Epoch 3033/5000 148/148 [==============================] - 0s 27us/step - loss: 16118.5967 - mean_absolute_error: 76.6663 - val_loss: 32084.0268 - val_mean_absolute_error: 141.6305 Epoch 3034/5000 148/148 [==============================] - 0s 27us/step - loss: 16115.6895 - mean_absolute_error: 76.6532 - val_loss: 32074.6068 - val_mean_absolute_error: 141.6049 Epoch 3035/5000 148/148 [==============================] - 0s 27us/step - loss: 16112.7803 - mean_absolute_error: 76.6400 - val_loss: 32065.1813 - val_mean_absolute_error: 141.5793 Epoch 3036/5000 148/148 [==============================] - 0s 27us/step - loss: 16109.8770 - mean_absolute_error: 76.6268 - val_loss: 32055.7708 - val_mean_absolute_error: 141.5536 Epoch 3037/5000 148/148 [==============================] - 0s 34us/step - loss: 16106.9746 - mean_absolute_error: 76.6137 - val_loss: 32046.3645 - val_mean_absolute_error: 141.5281 Epoch 3038/5000 148/148 [==============================] - 0s 20us/step - loss: 16104.0781 - mean_absolute_error: 76.6005 - val_loss: 32036.9617 - val_mean_absolute_error: 141.5025 Epoch 3039/5000 148/148 [==============================] - 0s 27us/step - loss: 16101.1826 - mean_absolute_error: 76.5874 - val_loss: 32027.5666 - val_mean_absolute_error: 141.4769 Epoch 3040/5000 148/148 [==============================] - 0s 20us/step - loss: 16098.2891 - mean_absolute_error: 76.5742 - val_loss: 32018.1773 - val_mean_absolute_error: 141.4514 Epoch 3041/5000 148/148 [==============================] - 0s 27us/step - loss: 16095.3984 - mean_absolute_error: 76.5611 - val_loss: 32008.7972 - val_mean_absolute_error: 141.4259 Epoch 3042/5000 148/148 [==============================] - 0s 27us/step - loss: 16092.5117 - mean_absolute_error: 76.5480 - val_loss: 31999.4271 - val_mean_absolute_error: 141.4004 Epoch 3043/5000 148/148 [==============================] - 0s 27us/step - loss: 16089.6279 - mean_absolute_error: 76.5349 - val_loss: 31990.0607 - val_mean_absolute_error: 141.3749 Epoch 3044/5000 148/148 [==============================] - 0s 34us/step - loss: 16086.7451 - mean_absolute_error: 76.5218 - val_loss: 31980.7040 - val_mean_absolute_error: 141.3494 Epoch 3045/5000 148/148 [==============================] - 0s 27us/step - loss: 16083.8682 - mean_absolute_error: 76.5087 - val_loss: 31971.3528 - val_mean_absolute_error: 141.3239 Epoch 3046/5000 148/148 [==============================] - 0s 20us/step - loss: 16080.9902 - mean_absolute_error: 76.4956 - val_loss: 31962.0131 - val_mean_absolute_error: 141.2985 Epoch 3047/5000 148/148 [==============================] - 0s 34us/step - loss: 16078.1201 - mean_absolute_error: 76.4825 - val_loss: 31952.6789 - val_mean_absolute_error: 141.2730 Epoch 3048/5000 148/148 [==============================] - 0s 34us/step - loss: 16075.2500 - mean_absolute_error: 76.4694 - val_loss: 31943.3508 - val_mean_absolute_error: 141.2476 Epoch 3049/5000 148/148 [==============================] - 0s 20us/step - loss: 16072.3838 - mean_absolute_error: 76.4564 - val_loss: 31934.0339 - val_mean_absolute_error: 141.2222 Epoch 3050/5000 148/148 [==============================] - 0s 27us/step - loss: 16069.5205 - mean_absolute_error: 76.4433 - val_loss: 31924.7189 - val_mean_absolute_error: 141.1968 Epoch 3051/5000 148/148 [==============================] - 0s 27us/step - loss: 16066.6602 - mean_absolute_error: 76.4303 - val_loss: 31915.4251 - val_mean_absolute_error: 141.1715 Epoch 3052/5000 148/148 [==============================] - 0s 20us/step - loss: 16063.8057 - mean_absolute_error: 76.4173 - val_loss: 31906.1312 - val_mean_absolute_error: 141.1461 Epoch 3053/5000 148/148 [==============================] - 0s 27us/step - loss: 16060.9531 - mean_absolute_error: 76.4043 - val_loss: 31896.8467 - val_mean_absolute_error: 141.1208 Epoch 3054/5000 148/148 [==============================] - 0s 34us/step - loss: 16058.1016 - mean_absolute_error: 76.3913 - val_loss: 31887.5717 - val_mean_absolute_error: 141.0955 Epoch 3055/5000 148/148 [==============================] - 0s 27us/step - loss: 16055.2568 - mean_absolute_error: 76.3783 - val_loss: 31878.3047 - val_mean_absolute_error: 141.0702 Epoch 3056/5000 148/148 [==============================] - 0s 34us/step - loss: 16052.4141 - mean_absolute_error: 76.3653 - val_loss: 31869.0492 - val_mean_absolute_error: 141.0449 Epoch 3057/5000 148/148 [==============================] - 0s 27us/step - loss: 16049.5742 - mean_absolute_error: 76.3523 - val_loss: 31859.7991 - val_mean_absolute_error: 141.0196 Epoch 3058/5000 148/148 [==============================] - 0s 27us/step - loss: 16046.7344 - mean_absolute_error: 76.3393 - val_loss: 31850.5567 - val_mean_absolute_error: 140.9944 Epoch 3059/5000 148/148 [==============================] - 0s 20us/step - loss: 16043.9023 - mean_absolute_error: 76.3264 - val_loss: 31841.3259 - val_mean_absolute_error: 140.9692 Epoch 3060/5000 148/148 [==============================] - 0s 27us/step - loss: 16041.0723 - mean_absolute_error: 76.3135 - val_loss: 31832.1047 - val_mean_absolute_error: 140.9440 Epoch 3061/5000 148/148 [==============================] - 0s 27us/step - loss: 16038.2451 - mean_absolute_error: 76.3005 - val_loss: 31822.8891 - val_mean_absolute_error: 140.9188 Epoch 3062/5000 148/148 [==============================] - 0s 27us/step - loss: 16035.4160 - mean_absolute_error: 76.2876 - val_loss: 31813.6773 - val_mean_absolute_error: 140.8936 Epoch 3063/5000 148/148 [==============================] - 0s 34us/step - loss: 16032.5830 - mean_absolute_error: 76.2746 - val_loss: 31804.4732 - val_mean_absolute_error: 140.8684 Epoch 3064/5000 148/148 [==============================] - 0s 27us/step - loss: 16029.7520 - mean_absolute_error: 76.2617 - val_loss: 31795.2707 - val_mean_absolute_error: 140.8432 Epoch 3065/5000 148/148 [==============================] - 0s 27us/step - loss: 16026.9209 - mean_absolute_error: 76.2487 - val_loss: 31786.0720 - val_mean_absolute_error: 140.8180 Epoch 3066/5000 148/148 [==============================] - 0s 20us/step - loss: 16024.0928 - mean_absolute_error: 76.2358 - val_loss: 31776.8795 - val_mean_absolute_error: 140.7928 Epoch 3067/5000 148/148 [==============================] - 0s 27us/step - loss: 16021.2656 - mean_absolute_error: 76.2228 - val_loss: 31767.6941 - val_mean_absolute_error: 140.7677 Epoch 3068/5000 148/148 [==============================] - 0s 27us/step - loss: 16018.4375 - mean_absolute_error: 76.2098 - val_loss: 31758.5129 - val_mean_absolute_error: 140.7425 Epoch 3069/5000 148/148 [==============================] - 0s 27us/step - loss: 16015.6113 - mean_absolute_error: 76.1969 - val_loss: 31749.3371 - val_mean_absolute_error: 140.7173 Epoch 3070/5000 148/148 [==============================] - 0s 41us/step - loss: 16012.7871 - mean_absolute_error: 76.1839 - val_loss: 31740.1650 - val_mean_absolute_error: 140.6921 Epoch 3071/5000 148/148 [==============================] - 0s 27us/step - loss: 16009.9658 - mean_absolute_error: 76.1710 - val_loss: 31730.9950 - val_mean_absolute_error: 140.6671 Epoch 3072/5000 148/148 [==============================] - 0s 34us/step - loss: 16007.1455 - mean_absolute_error: 76.1581 - val_loss: 31721.8368 - val_mean_absolute_error: 140.6425 Epoch 3073/5000 148/148 [==============================] - 0s 20us/step - loss: 16004.3311 - mean_absolute_error: 76.1452 - val_loss: 31712.6837 - val_mean_absolute_error: 140.6180 Epoch 3074/5000 148/148 [==============================] - 0s 27us/step - loss: 16001.5166 - mean_absolute_error: 76.1323 - val_loss: 31703.5383 - val_mean_absolute_error: 140.5935 Epoch 3075/5000 148/148 [==============================] - 0s 20us/step - loss: 15998.7041 - mean_absolute_error: 76.1194 - val_loss: 31694.3951 - val_mean_absolute_error: 140.5690 Epoch 3076/5000 148/148 [==============================] - 0s 20us/step - loss: 15995.8955 - mean_absolute_error: 76.1065 - val_loss: 31685.2557 - val_mean_absolute_error: 140.5445 Epoch 3077/5000 148/148 [==============================] - 0s 27us/step - loss: 15993.0879 - mean_absolute_error: 76.0937 - val_loss: 31676.1236 - val_mean_absolute_error: 140.5199 Epoch 3078/5000 148/148 [==============================] - 0s 27us/step - loss: 15990.2852 - mean_absolute_error: 76.0808 - val_loss: 31666.9973 - val_mean_absolute_error: 140.4955 Epoch 3079/5000 148/148 [==============================] - 0s 34us/step - loss: 15987.4834 - mean_absolute_error: 76.0680 - val_loss: 31657.8807 - val_mean_absolute_error: 140.4710 Epoch 3080/5000 148/148 [==============================] - 0s 27us/step - loss: 15984.6846 - mean_absolute_error: 76.0556 - val_loss: 31648.7717 - val_mean_absolute_error: 140.4465 Epoch 3081/5000 148/148 [==============================] - 0s 27us/step - loss: 15981.8906 - mean_absolute_error: 76.0432 - val_loss: 31639.6683 - val_mean_absolute_error: 140.4221 Epoch 3082/5000 148/148 [==============================] - 0s 34us/step - loss: 15979.0967 - mean_absolute_error: 76.0309 - val_loss: 31630.5746 - val_mean_absolute_error: 140.3977 Epoch 3083/5000 148/148 [==============================] - 0s 20us/step - loss: 15976.3057 - mean_absolute_error: 76.0186 - val_loss: 31621.4845 - val_mean_absolute_error: 140.3733 Epoch 3084/5000 148/148 [==============================] - 0s 27us/step - loss: 15973.5186 - mean_absolute_error: 76.0063 - val_loss: 31612.4059 - val_mean_absolute_error: 140.3489 Epoch 3085/5000 148/148 [==============================] - 0s 34us/step - loss: 15970.7314 - mean_absolute_error: 75.9940 - val_loss: 31603.3409 - val_mean_absolute_error: 140.3245 Epoch 3086/5000 148/148 [==============================] - 0s 27us/step - loss: 15967.9512 - mean_absolute_error: 75.9817 - val_loss: 31594.2758 - val_mean_absolute_error: 140.3001 Epoch 3087/5000 148/148 [==============================] - 0s 27us/step - loss: 15965.1738 - mean_absolute_error: 75.9694 - val_loss: 31585.2185 - val_mean_absolute_error: 140.2757 Epoch 3088/5000 148/148 [==============================] - 0s 27us/step - loss: 15962.3965 - mean_absolute_error: 75.9571 - val_loss: 31576.1684 - val_mean_absolute_error: 140.2512 Epoch 3089/5000 148/148 [==============================] - 0s 27us/step - loss: 15959.6230 - mean_absolute_error: 75.9449 - val_loss: 31567.1282 - val_mean_absolute_error: 140.2268 Epoch 3090/5000 148/148 [==============================] - 0s 27us/step - loss: 15956.8535 - mean_absolute_error: 75.9326 - val_loss: 31558.0934 - val_mean_absolute_error: 140.2025 Epoch 3091/5000 148/148 [==============================] - 0s 27us/step - loss: 15954.0840 - mean_absolute_error: 75.9204 - val_loss: 31549.0667 - val_mean_absolute_error: 140.1781 Epoch 3092/5000 148/148 [==============================] - 0s 27us/step - loss: 15951.3213 - mean_absolute_error: 75.9082 - val_loss: 31540.0530 - val_mean_absolute_error: 140.1537 Epoch 3093/5000 148/148 [==============================] - 0s 27us/step - loss: 15948.5596 - mean_absolute_error: 75.8961 - val_loss: 31531.0492 - val_mean_absolute_error: 140.1294 Epoch 3094/5000 148/148 [==============================] - 0s 27us/step - loss: 15945.8008 - mean_absolute_error: 75.8840 - val_loss: 31522.0508 - val_mean_absolute_error: 140.1051 Epoch 3095/5000 148/148 [==============================] - 0s 27us/step - loss: 15943.0439 - mean_absolute_error: 75.8718 - val_loss: 31513.0581 - val_mean_absolute_error: 140.0808 Epoch 3096/5000 148/148 [==============================] - 0s 27us/step - loss: 15940.2920 - mean_absolute_error: 75.8597 - val_loss: 31504.0770 - val_mean_absolute_error: 140.0565 Epoch 3097/5000 148/148 [==============================] - 0s 27us/step - loss: 15937.5391 - mean_absolute_error: 75.8477 - val_loss: 31495.1056 - val_mean_absolute_error: 140.0323 Epoch 3098/5000 148/148 [==============================] - 0s 34us/step - loss: 15934.7939 - mean_absolute_error: 75.8356 - val_loss: 31486.1378 - val_mean_absolute_error: 140.0080 Epoch 3099/5000 148/148 [==============================] - 0s 34us/step - loss: 15932.0488 - mean_absolute_error: 75.8235 - val_loss: 31477.1777 - val_mean_absolute_error: 139.9837 Epoch 3100/5000 148/148 [==============================] - 0s 27us/step - loss: 15929.3057 - mean_absolute_error: 75.8114 - val_loss: 31468.2289 - val_mean_absolute_error: 139.9594 Epoch 3101/5000 148/148 [==============================] - 0s 20us/step - loss: 15926.5693 - mean_absolute_error: 75.7994 - val_loss: 31459.2883 - val_mean_absolute_error: 139.9352 Epoch 3102/5000 148/148 [==============================] - 0s 34us/step - loss: 15923.8330 - mean_absolute_error: 75.7873 - val_loss: 31450.3528 - val_mean_absolute_error: 139.9110 Epoch 3103/5000 148/148 [==============================] - 0s 34us/step - loss: 15921.0996 - mean_absolute_error: 75.7753 - val_loss: 31441.4289 - val_mean_absolute_error: 139.8867 Epoch 3104/5000 148/148 [==============================] - 0s 27us/step - loss: 15918.3662 - mean_absolute_error: 75.7632 - val_loss: 31432.5144 - val_mean_absolute_error: 139.8626 Epoch 3105/5000 148/148 [==============================] - 0s 27us/step - loss: 15915.6406 - mean_absolute_error: 75.7512 - val_loss: 31423.6064 - val_mean_absolute_error: 139.8384 Epoch 3106/5000 148/148 [==============================] - 0s 20us/step - loss: 15912.9160 - mean_absolute_error: 75.7392 - val_loss: 31414.7073 - val_mean_absolute_error: 139.8142 Epoch 3107/5000 148/148 [==============================] - 0s 34us/step - loss: 15910.1943 - mean_absolute_error: 75.7272 - val_loss: 31405.8159 - val_mean_absolute_error: 139.7901 Epoch 3108/5000 148/148 [==============================] - 0s 34us/step - loss: 15907.4727 - mean_absolute_error: 75.7152 - val_loss: 31396.9340 - val_mean_absolute_error: 139.7660 Epoch 3109/5000 148/148 [==============================] - 0s 27us/step - loss: 15904.7549 - mean_absolute_error: 75.7032 - val_loss: 31388.0619 - val_mean_absolute_error: 139.7419 Epoch 3110/5000 148/148 [==============================] - 0s 27us/step - loss: 15902.0439 - mean_absolute_error: 75.6913 - val_loss: 31379.1971 - val_mean_absolute_error: 139.7178 Epoch 3111/5000 148/148 [==============================] - 0s 27us/step - loss: 15899.3311 - mean_absolute_error: 75.6793 - val_loss: 31370.3385 - val_mean_absolute_error: 139.6937 Epoch 3112/5000 148/148 [==============================] - 0s 27us/step - loss: 15896.6230 - mean_absolute_error: 75.6674 - val_loss: 31361.4872 - val_mean_absolute_error: 139.6696 Epoch 3113/5000 148/148 [==============================] - 0s 27us/step - loss: 15893.9189 - mean_absolute_error: 75.6554 - val_loss: 31352.6516 - val_mean_absolute_error: 139.6456 Epoch 3114/5000 148/148 [==============================] - 0s 20us/step - loss: 15891.2148 - mean_absolute_error: 75.6435 - val_loss: 31343.8193 - val_mean_absolute_error: 139.6216 Epoch 3115/5000 148/148 [==============================] - 0s 34us/step - loss: 15888.5137 - mean_absolute_error: 75.6316 - val_loss: 31334.9929 - val_mean_absolute_error: 139.5976 Epoch 3116/5000 148/148 [==============================] - 0s 27us/step - loss: 15885.8154 - mean_absolute_error: 75.6196 - val_loss: 31326.1818 - val_mean_absolute_error: 139.5736 Epoch 3117/5000 148/148 [==============================] - 0s 27us/step - loss: 15883.1201 - mean_absolute_error: 75.6077 - val_loss: 31317.3785 - val_mean_absolute_error: 139.5496 Epoch 3118/5000 148/148 [==============================] - 0s 27us/step - loss: 15880.4277 - mean_absolute_error: 75.5958 - val_loss: 31308.5807 - val_mean_absolute_error: 139.5257 Epoch 3119/5000 148/148 [==============================] - 0s 27us/step - loss: 15877.7383 - mean_absolute_error: 75.5840 - val_loss: 31299.7866 - val_mean_absolute_error: 139.5018 Epoch 3120/5000 148/148 [==============================] - 0s 27us/step - loss: 15875.0508 - mean_absolute_error: 75.5721 - val_loss: 31291.0043 - val_mean_absolute_error: 139.4778 Epoch 3121/5000 148/148 [==============================] - 0s 41us/step - loss: 15872.3652 - mean_absolute_error: 75.5602 - val_loss: 31282.2354 - val_mean_absolute_error: 139.4540 Epoch 3122/5000 148/148 [==============================] - 0s 27us/step - loss: 15869.6846 - mean_absolute_error: 75.5483 - val_loss: 31273.4700 - val_mean_absolute_error: 139.4301 Epoch 3123/5000 148/148 [==============================] - 0s 27us/step - loss: 15867.0068 - mean_absolute_error: 75.5365 - val_loss: 31264.7123 - val_mean_absolute_error: 139.4062 Epoch 3124/5000 148/148 [==============================] - 0s 27us/step - loss: 15864.3291 - mean_absolute_error: 75.5247 - val_loss: 31255.9661 - val_mean_absolute_error: 139.3824 Epoch 3125/5000 148/148 [==============================] - 0s 27us/step - loss: 15861.6533 - mean_absolute_error: 75.5128 - val_loss: 31247.2277 - val_mean_absolute_error: 139.3586 Epoch 3126/5000 148/148 [==============================] - 0s 34us/step - loss: 15858.9844 - mean_absolute_error: 75.5010 - val_loss: 31238.4970 - val_mean_absolute_error: 139.3348 Epoch 3127/5000 148/148 [==============================] - 0s 27us/step - loss: 15856.3145 - mean_absolute_error: 75.4892 - val_loss: 31229.7735 - val_mean_absolute_error: 139.3110 Epoch 3128/5000 148/148 [==============================] - 0s 27us/step - loss: 15853.6465 - mean_absolute_error: 75.4775 - val_loss: 31221.0368 - val_mean_absolute_error: 139.2872 Epoch 3129/5000 148/148 [==============================] - 0s 20us/step - loss: 15850.9844 - mean_absolute_error: 75.4663 - val_loss: 31212.3037 - val_mean_absolute_error: 139.2634 Epoch 3130/5000 148/148 [==============================] - 0s 27us/step - loss: 15848.3193 - mean_absolute_error: 75.4550 - val_loss: 31203.5786 - val_mean_absolute_error: 139.2396 Epoch 3131/5000 148/148 [==============================] - 0s 20us/step - loss: 15845.6641 - mean_absolute_error: 75.4438 - val_loss: 31194.8607 - val_mean_absolute_error: 139.2158 Epoch 3132/5000 148/148 [==============================] - 0s 20us/step - loss: 15843.0068 - mean_absolute_error: 75.4326 - val_loss: 31186.1506 - val_mean_absolute_error: 139.1921 Epoch 3133/5000 148/148 [==============================] - 0s 27us/step - loss: 15840.3535 - mean_absolute_error: 75.4214 - val_loss: 31177.4483 - val_mean_absolute_error: 139.1683 Epoch 3134/5000 148/148 [==============================] - 0s 34us/step - loss: 15837.7012 - mean_absolute_error: 75.4102 - val_loss: 31168.7572 - val_mean_absolute_error: 139.1446 Epoch 3135/5000 148/148 [==============================] - 0s 27us/step - loss: 15835.0527 - mean_absolute_error: 75.3990 - val_loss: 31160.0739 - val_mean_absolute_error: 139.1209 Epoch 3136/5000 148/148 [==============================] - 0s 20us/step - loss: 15832.4053 - mean_absolute_error: 75.3878 - val_loss: 31151.3924 - val_mean_absolute_error: 139.0973 Epoch 3137/5000 148/148 [==============================] - 0s 27us/step - loss: 15829.7617 - mean_absolute_error: 75.3767 - val_loss: 31142.7225 - val_mean_absolute_error: 139.0736 Epoch 3138/5000 148/148 [==============================] - 0s 27us/step - loss: 15827.1221 - mean_absolute_error: 75.3655 - val_loss: 31134.0622 - val_mean_absolute_error: 139.0500 Epoch 3139/5000 148/148 [==============================] - 0s 27us/step - loss: 15824.4844 - mean_absolute_error: 75.3544 - val_loss: 31125.4073 - val_mean_absolute_error: 139.0263 Epoch 3140/5000 148/148 [==============================] - 0s 34us/step - loss: 15821.8467 - mean_absolute_error: 75.3432 - val_loss: 31116.7642 - val_mean_absolute_error: 139.0027 Epoch 3141/5000 148/148 [==============================] - 0s 34us/step - loss: 15819.2109 - mean_absolute_error: 75.3321 - val_loss: 31108.1303 - val_mean_absolute_error: 138.9792 Epoch 3142/5000 148/148 [==============================] - 0s 20us/step - loss: 15816.5791 - mean_absolute_error: 75.3210 - val_loss: 31099.4990 - val_mean_absolute_error: 138.9556 Epoch 3143/5000 148/148 [==============================] - 0s 20us/step - loss: 15813.9512 - mean_absolute_error: 75.3098 - val_loss: 31090.8822 - val_mean_absolute_error: 138.9320 Epoch 3144/5000 148/148 [==============================] - 0s 27us/step - loss: 15811.3223 - mean_absolute_error: 75.2987 - val_loss: 31082.2673 - val_mean_absolute_error: 138.9085 Epoch 3145/5000 148/148 [==============================] - 0s 27us/step - loss: 15808.6973 - mean_absolute_error: 75.2876 - val_loss: 31073.6626 - val_mean_absolute_error: 138.8850 Epoch 3146/5000 148/148 [==============================] - 0s 27us/step - loss: 15806.0762 - mean_absolute_error: 75.2765 - val_loss: 31065.0672 - val_mean_absolute_error: 138.8615 Epoch 3147/5000 148/148 [==============================] - 0s 34us/step - loss: 15803.4580 - mean_absolute_error: 75.2655 - val_loss: 31056.4791 - val_mean_absolute_error: 138.8380 Epoch 3148/5000 148/148 [==============================] - 0s 27us/step - loss: 15800.8398 - mean_absolute_error: 75.2544 - val_loss: 31047.8951 - val_mean_absolute_error: 138.8145 Epoch 3149/5000 148/148 [==============================] - 0s 20us/step - loss: 15798.2227 - mean_absolute_error: 75.2433 - val_loss: 31039.3246 - val_mean_absolute_error: 138.7911 Epoch 3150/5000 148/148 [==============================] - 0s 34us/step - loss: 15795.6113 - mean_absolute_error: 75.2323 - val_loss: 31030.7633 - val_mean_absolute_error: 138.7677 Epoch 3151/5000 148/148 [==============================] - 0s 27us/step - loss: 15793.0020 - mean_absolute_error: 75.2212 - val_loss: 31022.2043 - val_mean_absolute_error: 138.7442 Epoch 3152/5000 148/148 [==============================] - 0s 20us/step - loss: 15790.3936 - mean_absolute_error: 75.2102 - val_loss: 31013.6565 - val_mean_absolute_error: 138.7209 Epoch 3153/5000 148/148 [==============================] - 0s 41us/step - loss: 15787.7871 - mean_absolute_error: 75.1991 - val_loss: 31005.1143 - val_mean_absolute_error: 138.6975 Epoch 3154/5000 148/148 [==============================] - 0s 34us/step - loss: 15785.1826 - mean_absolute_error: 75.1881 - val_loss: 30996.5821 - val_mean_absolute_error: 138.6741 Epoch 3155/5000 148/148 [==============================] - 0s 27us/step - loss: 15782.5840 - mean_absolute_error: 75.1771 - val_loss: 30988.0570 - val_mean_absolute_error: 138.6508 Epoch 3156/5000 148/148 [==============================] - 0s 27us/step - loss: 15779.9834 - mean_absolute_error: 75.1661 - val_loss: 30979.5400 - val_mean_absolute_error: 138.6275 Epoch 3157/5000 148/148 [==============================] - 0s 34us/step - loss: 15777.3848 - mean_absolute_error: 75.1551 - val_loss: 30971.0303 - val_mean_absolute_error: 138.6042 Epoch 3158/5000 148/148 [==============================] - 0s 34us/step - loss: 15774.7920 - mean_absolute_error: 75.1441 - val_loss: 30962.5153 - val_mean_absolute_error: 138.5808 Epoch 3159/5000 148/148 [==============================] - 0s 34us/step - loss: 15772.1992 - mean_absolute_error: 75.1331 - val_loss: 30953.9897 - val_mean_absolute_error: 138.5575 Epoch 3160/5000 148/148 [==============================] - 0s 34us/step - loss: 15769.6094 - mean_absolute_error: 75.1221 - val_loss: 30945.4743 - val_mean_absolute_error: 138.5342 Epoch 3161/5000 148/148 [==============================] - 0s 41us/step - loss: 15767.0215 - mean_absolute_error: 75.1112 - val_loss: 30936.9646 - val_mean_absolute_error: 138.5109 Epoch 3162/5000 148/148 [==============================] - 0s 27us/step - loss: 15764.4355 - mean_absolute_error: 75.1002 - val_loss: 30928.4662 - val_mean_absolute_error: 138.4877 Epoch 3163/5000 148/148 [==============================] - 0s 27us/step - loss: 15761.8535 - mean_absolute_error: 75.0893 - val_loss: 30919.9737 - val_mean_absolute_error: 138.4644 Epoch 3164/5000 148/148 [==============================] - 0s 27us/step - loss: 15759.2715 - mean_absolute_error: 75.0783 - val_loss: 30911.4923 - val_mean_absolute_error: 138.4412 Epoch 3165/5000 148/148 [==============================] - 0s 27us/step - loss: 15756.6904 - mean_absolute_error: 75.0674 - val_loss: 30903.0092 - val_mean_absolute_error: 138.4179 Epoch 3166/5000 148/148 [==============================] - 0s 20us/step - loss: 15754.1152 - mean_absolute_error: 75.0565 - val_loss: 30894.5393 - val_mean_absolute_error: 138.3948 Epoch 3167/5000 148/148 [==============================] - 0s 27us/step - loss: 15751.5420 - mean_absolute_error: 75.0456 - val_loss: 30886.0812 - val_mean_absolute_error: 138.3716 Epoch 3168/5000 148/148 [==============================] - 0s 27us/step - loss: 15748.9697 - mean_absolute_error: 75.0347 - val_loss: 30877.6247 - val_mean_absolute_error: 138.3484 Epoch 3169/5000 148/148 [==============================] - 0s 34us/step - loss: 15746.3965 - mean_absolute_error: 75.0238 - val_loss: 30869.1780 - val_mean_absolute_error: 138.3253 Epoch 3170/5000 148/148 [==============================] - 0s 27us/step - loss: 15743.8291 - mean_absolute_error: 75.0129 - val_loss: 30860.7428 - val_mean_absolute_error: 138.3022 Epoch 3171/5000 148/148 [==============================] - 0s 34us/step - loss: 15741.2637 - mean_absolute_error: 75.0020 - val_loss: 30852.3132 - val_mean_absolute_error: 138.2790 Epoch 3172/5000 148/148 [==============================] - 0s 20us/step - loss: 15738.7012 - mean_absolute_error: 74.9911 - val_loss: 30843.8892 - val_mean_absolute_error: 138.2559 Epoch 3173/5000 148/148 [==============================] - 0s 34us/step - loss: 15736.1387 - mean_absolute_error: 74.9803 - val_loss: 30835.4729 - val_mean_absolute_error: 138.2329 Epoch 3174/5000 148/148 [==============================] - 0s 34us/step - loss: 15733.5811 - mean_absolute_error: 74.9694 - val_loss: 30827.0605 - val_mean_absolute_error: 138.2098 Epoch 3175/5000 148/148 [==============================] - 0s 20us/step - loss: 15731.0215 - mean_absolute_error: 74.9586 - val_loss: 30818.6636 - val_mean_absolute_error: 138.1867 Epoch 3176/5000 148/148 [==============================] - 0s 20us/step - loss: 15728.4658 - mean_absolute_error: 74.9477 - val_loss: 30810.2701 - val_mean_absolute_error: 138.1637 Epoch 3177/5000 148/148 [==============================] - 0s 27us/step - loss: 15725.9160 - mean_absolute_error: 74.9369 - val_loss: 30801.8824 - val_mean_absolute_error: 138.1407 Epoch 3178/5000 148/148 [==============================] - 0s 27us/step - loss: 15723.3613 - mean_absolute_error: 74.9261 - val_loss: 30793.5021 - val_mean_absolute_error: 138.1177 Epoch 3179/5000 148/148 [==============================] - 0s 20us/step - loss: 15720.8105 - mean_absolute_error: 74.9153 - val_loss: 30785.1338 - val_mean_absolute_error: 138.0947 Epoch 3180/5000 148/148 [==============================] - 0s 20us/step - loss: 15718.2656 - mean_absolute_error: 74.9045 - val_loss: 30776.7693 - val_mean_absolute_error: 138.0718 Epoch 3181/5000 148/148 [==============================] - 0s 34us/step - loss: 15715.7197 - mean_absolute_error: 74.8937 - val_loss: 30768.4121 - val_mean_absolute_error: 138.0488 Epoch 3182/5000 148/148 [==============================] - 0s 27us/step - loss: 15713.1758 - mean_absolute_error: 74.8829 - val_loss: 30760.0453 - val_mean_absolute_error: 138.0259 Epoch 3183/5000 148/148 [==============================] - 0s 27us/step - loss: 15710.6348 - mean_absolute_error: 74.8721 - val_loss: 30751.6689 - val_mean_absolute_error: 138.0029 Epoch 3184/5000 148/148 [==============================] - 0s 27us/step - loss: 15708.0947 - mean_absolute_error: 74.8613 - val_loss: 30743.2943 - val_mean_absolute_error: 137.9799 Epoch 3185/5000 148/148 [==============================] - 0s 27us/step - loss: 15705.5605 - mean_absolute_error: 74.8506 - val_loss: 30734.9309 - val_mean_absolute_error: 137.9570 Epoch 3186/5000 148/148 [==============================] - 0s 20us/step - loss: 15703.0234 - mean_absolute_error: 74.8398 - val_loss: 30726.5699 - val_mean_absolute_error: 137.9341 Epoch 3187/5000 148/148 [==============================] - 0s 34us/step - loss: 15700.4902 - mean_absolute_error: 74.8291 - val_loss: 30718.2142 - val_mean_absolute_error: 137.9112 Epoch 3188/5000 148/148 [==============================] - 0s 27us/step - loss: 15697.9590 - mean_absolute_error: 74.8183 - val_loss: 30709.8740 - val_mean_absolute_error: 137.8883 Epoch 3189/5000 148/148 [==============================] - 0s 20us/step - loss: 15695.4307 - mean_absolute_error: 74.8076 - val_loss: 30701.5395 - val_mean_absolute_error: 137.8654 Epoch 3190/5000 148/148 [==============================] - 0s 34us/step - loss: 15692.9053 - mean_absolute_error: 74.7969 - val_loss: 30693.2089 - val_mean_absolute_error: 137.8425 Epoch 3191/5000 148/148 [==============================] - 0s 20us/step - loss: 15690.3779 - mean_absolute_error: 74.7862 - val_loss: 30684.8874 - val_mean_absolute_error: 137.8197 Epoch 3192/5000 148/148 [==============================] - 0s 27us/step - loss: 15687.8564 - mean_absolute_error: 74.7755 - val_loss: 30676.5740 - val_mean_absolute_error: 137.7969 Epoch 3193/5000 148/148 [==============================] - 0s 34us/step - loss: 15685.3340 - mean_absolute_error: 74.7649 - val_loss: 30668.2624 - val_mean_absolute_error: 137.7740 Epoch 3194/5000 148/148 [==============================] - 0s 27us/step - loss: 15682.8174 - mean_absolute_error: 74.7542 - val_loss: 30659.9583 - val_mean_absolute_error: 137.7512 Epoch 3195/5000 148/148 [==============================] - 0s 20us/step - loss: 15680.2969 - mean_absolute_error: 74.7436 - val_loss: 30651.6658 - val_mean_absolute_error: 137.7285 Epoch 3196/5000 148/148 [==============================] - 0s 27us/step - loss: 15677.7842 - mean_absolute_error: 74.7330 - val_loss: 30643.3808 - val_mean_absolute_error: 137.7057 Epoch 3197/5000 148/148 [==============================] - 0s 27us/step - loss: 15675.2715 - mean_absolute_error: 74.7224 - val_loss: 30635.1016 - val_mean_absolute_error: 137.6831 Epoch 3198/5000 148/148 [==============================] - 0s 27us/step - loss: 15672.7598 - mean_absolute_error: 74.7118 - val_loss: 30626.8299 - val_mean_absolute_error: 137.6604 Epoch 3199/5000 148/148 [==============================] - 0s 20us/step - loss: 15670.2520 - mean_absolute_error: 74.7012 - val_loss: 30618.5644 - val_mean_absolute_error: 137.6378 Epoch 3200/5000 148/148 [==============================] - 0s 41us/step - loss: 15667.7451 - mean_absolute_error: 74.6906 - val_loss: 30610.3059 - val_mean_absolute_error: 137.6152 Epoch 3201/5000 148/148 [==============================] - 0s 20us/step - loss: 15665.2383 - mean_absolute_error: 74.6800 - val_loss: 30602.0576 - val_mean_absolute_error: 137.5926 Epoch 3202/5000 148/148 [==============================] - 0s 27us/step - loss: 15662.7344 - mean_absolute_error: 74.6694 - val_loss: 30593.8124 - val_mean_absolute_error: 137.5700 Epoch 3203/5000 148/148 [==============================] - 0s 27us/step - loss: 15660.2314 - mean_absolute_error: 74.6588 - val_loss: 30585.5773 - val_mean_absolute_error: 137.5474 Epoch 3204/5000 148/148 [==============================] - 0s 27us/step - loss: 15657.7334 - mean_absolute_error: 74.6483 - val_loss: 30577.3478 - val_mean_absolute_error: 137.5249 Epoch 3205/5000 148/148 [==============================] - 0s 34us/step - loss: 15655.2344 - mean_absolute_error: 74.6377 - val_loss: 30569.1238 - val_mean_absolute_error: 137.5023 Epoch 3206/5000 148/148 [==============================] - 0s 27us/step - loss: 15652.7383 - mean_absolute_error: 74.6272 - val_loss: 30560.9135 - val_mean_absolute_error: 137.4798 Epoch 3207/5000 148/148 [==============================] - 0s 27us/step - loss: 15650.2432 - mean_absolute_error: 74.6166 - val_loss: 30552.7048 - val_mean_absolute_error: 137.4573 Epoch 3208/5000 148/148 [==============================] - 0s 27us/step - loss: 15647.7529 - mean_absolute_error: 74.6061 - val_loss: 30544.5018 - val_mean_absolute_error: 137.4348 Epoch 3209/5000 148/148 [==============================] - 0s 27us/step - loss: 15645.2598 - mean_absolute_error: 74.5956 - val_loss: 30536.3068 - val_mean_absolute_error: 137.4123 Epoch 3210/5000 148/148 [==============================] - 0s 34us/step - loss: 15642.7715 - mean_absolute_error: 74.5851 - val_loss: 30528.1229 - val_mean_absolute_error: 137.3899 Epoch 3211/5000 148/148 [==============================] - 0s 27us/step - loss: 15640.2842 - mean_absolute_error: 74.5746 - val_loss: 30519.9428 - val_mean_absolute_error: 137.3675 Epoch 3212/5000 148/148 [==============================] - 0s 27us/step - loss: 15637.7988 - mean_absolute_error: 74.5641 - val_loss: 30511.7668 - val_mean_absolute_error: 137.3451 Epoch 3213/5000 148/148 [==============================] - 0s 20us/step - loss: 15635.3174 - mean_absolute_error: 74.5536 - val_loss: 30503.6020 - val_mean_absolute_error: 137.3226 Epoch 3214/5000 148/148 [==============================] - 0s 27us/step - loss: 15632.8359 - mean_absolute_error: 74.5432 - val_loss: 30495.4431 - val_mean_absolute_error: 137.3003 Epoch 3215/5000 148/148 [==============================] - 0s 20us/step - loss: 15630.3545 - mean_absolute_error: 74.5328 - val_loss: 30487.2937 - val_mean_absolute_error: 137.2779 Epoch 3216/5000 148/148 [==============================] - 0s 34us/step - loss: 15627.8799 - mean_absolute_error: 74.5224 - val_loss: 30479.1443 - val_mean_absolute_error: 137.2555 Epoch 3217/5000 148/148 [==============================] - 0s 34us/step - loss: 15625.4033 - mean_absolute_error: 74.5120 - val_loss: 30471.0023 - val_mean_absolute_error: 137.2332 Epoch 3218/5000 148/148 [==============================] - 0s 20us/step - loss: 15622.9258 - mean_absolute_error: 74.5016 - val_loss: 30462.8720 - val_mean_absolute_error: 137.2108 Epoch 3219/5000 148/148 [==============================] - 0s 27us/step - loss: 15620.4561 - mean_absolute_error: 74.4913 - val_loss: 30454.7476 - val_mean_absolute_error: 137.1885 Epoch 3220/5000 148/148 [==============================] - 0s 34us/step - loss: 15617.9863 - mean_absolute_error: 74.4809 - val_loss: 30446.6286 - val_mean_absolute_error: 137.1662 Epoch 3221/5000 148/148 [==============================] - 0s 34us/step - loss: 15615.5166 - mean_absolute_error: 74.4706 - val_loss: 30438.5154 - val_mean_absolute_error: 137.1439 Epoch 3222/5000 148/148 [==============================] - 0s 34us/step - loss: 15613.0488 - mean_absolute_error: 74.4602 - val_loss: 30430.4118 - val_mean_absolute_error: 137.1216 Epoch 3223/5000 148/148 [==============================] - 0s 34us/step - loss: 15610.5840 - mean_absolute_error: 74.4499 - val_loss: 30422.3138 - val_mean_absolute_error: 137.0994 Epoch 3224/5000 148/148 [==============================] - 0s 27us/step - loss: 15608.1201 - mean_absolute_error: 74.4396 - val_loss: 30414.2234 - val_mean_absolute_error: 137.0771 Epoch 3225/5000 148/148 [==============================] - 0s 27us/step - loss: 15605.6602 - mean_absolute_error: 74.4292 - val_loss: 30406.1389 - val_mean_absolute_error: 137.0549 Epoch 3226/5000 148/148 [==============================] - 0s 27us/step - loss: 15603.1992 - mean_absolute_error: 74.4189 - val_loss: 30398.0621 - val_mean_absolute_error: 137.0327 Epoch 3227/5000 148/148 [==============================] - 0s 27us/step - loss: 15600.7412 - mean_absolute_error: 74.4086 - val_loss: 30389.9868 - val_mean_absolute_error: 137.0107 Epoch 3228/5000 148/148 [==============================] - 0s 27us/step - loss: 15598.2842 - mean_absolute_error: 74.3983 - val_loss: 30381.9234 - val_mean_absolute_error: 136.9887 Epoch 3229/5000 148/148 [==============================] - 0s 27us/step - loss: 15595.8281 - mean_absolute_error: 74.3880 - val_loss: 30373.8693 - val_mean_absolute_error: 136.9668 Epoch 3230/5000 148/148 [==============================] - 0s 27us/step - loss: 15593.3496 - mean_absolute_error: 74.3777 - val_loss: 30365.8615 - val_mean_absolute_error: 136.9452 Epoch 3231/5000 148/148 [==============================] - 0s 27us/step - loss: 15590.8359 - mean_absolute_error: 74.3673 - val_loss: 30357.8979 - val_mean_absolute_error: 136.9237 Epoch 3232/5000 148/148 [==============================] - 0s 34us/step - loss: 15588.3076 - mean_absolute_error: 74.3569 - val_loss: 30349.9787 - val_mean_absolute_error: 136.9025 Epoch 3233/5000 148/148 [==============================] - 0s 27us/step - loss: 15585.7734 - mean_absolute_error: 74.3464 - val_loss: 30342.0976 - val_mean_absolute_error: 136.8814 Epoch 3234/5000 148/148 [==============================] - 0s 34us/step - loss: 15583.2314 - mean_absolute_error: 74.3360 - val_loss: 30334.2514 - val_mean_absolute_error: 136.8605 Epoch 3235/5000 148/148 [==============================] - 0s 34us/step - loss: 15580.6777 - mean_absolute_error: 74.3255 - val_loss: 30326.4358 - val_mean_absolute_error: 136.8398 Epoch 3236/5000 148/148 [==============================] - 0s 27us/step - loss: 15578.1201 - mean_absolute_error: 74.3150 - val_loss: 30318.6455 - val_mean_absolute_error: 136.8192 Epoch 3237/5000 148/148 [==============================] - 0s 27us/step - loss: 15575.5557 - mean_absolute_error: 74.3045 - val_loss: 30310.8837 - val_mean_absolute_error: 136.7986 Epoch 3238/5000 148/148 [==============================] - 0s 27us/step - loss: 15572.9883 - mean_absolute_error: 74.2940 - val_loss: 30303.1450 - val_mean_absolute_error: 136.7782 Epoch 3239/5000 148/148 [==============================] - 0s 20us/step - loss: 15570.4141 - mean_absolute_error: 74.2834 - val_loss: 30295.4316 - val_mean_absolute_error: 136.7579 Epoch 3240/5000 148/148 [==============================] - 0s 27us/step - loss: 15567.8398 - mean_absolute_error: 74.2729 - val_loss: 30287.7351 - val_mean_absolute_error: 136.7377 Epoch 3241/5000 148/148 [==============================] - 0s 27us/step - loss: 15565.2598 - mean_absolute_error: 74.2623 - val_loss: 30280.0580 - val_mean_absolute_error: 136.7175 Epoch 3242/5000 148/148 [==============================] - 0s 27us/step - loss: 15562.6807 - mean_absolute_error: 74.2518 - val_loss: 30272.3921 - val_mean_absolute_error: 136.6974 Epoch 3243/5000 148/148 [==============================] - 0s 20us/step - loss: 15560.0977 - mean_absolute_error: 74.2412 - val_loss: 30264.7457 - val_mean_absolute_error: 136.6774 Epoch 3244/5000 148/148 [==============================] - 0s 27us/step - loss: 15557.5156 - mean_absolute_error: 74.2307 - val_loss: 30257.1167 - val_mean_absolute_error: 136.6575 Epoch 3245/5000 148/148 [==============================] - 0s 27us/step - loss: 15554.9326 - mean_absolute_error: 74.2201 - val_loss: 30249.4816 - val_mean_absolute_error: 136.6375 Epoch 3246/5000 148/148 [==============================] - 0s 27us/step - loss: 15552.3477 - mean_absolute_error: 74.2096 - val_loss: 30241.8423 - val_mean_absolute_error: 136.6175 Epoch 3247/5000 148/148 [==============================] - 0s 27us/step - loss: 15549.7617 - mean_absolute_error: 74.1990 - val_loss: 30234.2111 - val_mean_absolute_error: 136.5975 Epoch 3248/5000 148/148 [==============================] - 0s 27us/step - loss: 15547.1777 - mean_absolute_error: 74.1885 - val_loss: 30226.5930 - val_mean_absolute_error: 136.5776 Epoch 3249/5000 148/148 [==============================] - 0s 27us/step - loss: 15544.5928 - mean_absolute_error: 74.1779 - val_loss: 30218.9828 - val_mean_absolute_error: 136.5577 Epoch 3250/5000 148/148 [==============================] - 0s 27us/step - loss: 15542.0088 - mean_absolute_error: 74.1674 - val_loss: 30211.3820 - val_mean_absolute_error: 136.5378 Epoch 3251/5000 148/148 [==============================] - 0s 27us/step - loss: 15539.4258 - mean_absolute_error: 74.1568 - val_loss: 30203.7870 - val_mean_absolute_error: 136.5179 Epoch 3252/5000 148/148 [==============================] - 0s 27us/step - loss: 15536.8447 - mean_absolute_error: 74.1463 - val_loss: 30196.1995 - val_mean_absolute_error: 136.4981 Epoch 3253/5000 148/148 [==============================] - 0s 20us/step - loss: 15534.2598 - mean_absolute_error: 74.1357 - val_loss: 30188.6233 - val_mean_absolute_error: 136.4783 Epoch 3254/5000 148/148 [==============================] - 0s 27us/step - loss: 15531.6807 - mean_absolute_error: 74.1252 - val_loss: 30181.0515 - val_mean_absolute_error: 136.4585 Epoch 3255/5000 148/148 [==============================] - 0s 20us/step - loss: 15529.1035 - mean_absolute_error: 74.1147 - val_loss: 30173.4849 - val_mean_absolute_error: 136.4387 Epoch 3256/5000 148/148 [==============================] - 0s 27us/step - loss: 15526.5234 - mean_absolute_error: 74.1042 - val_loss: 30165.9259 - val_mean_absolute_error: 136.4189 Epoch 3257/5000 148/148 [==============================] - 0s 34us/step - loss: 15523.9492 - mean_absolute_error: 74.0937 - val_loss: 30158.3691 - val_mean_absolute_error: 136.3991 Epoch 3258/5000 148/148 [==============================] - 0s 27us/step - loss: 15521.3730 - mean_absolute_error: 74.0831 - val_loss: 30150.8216 - val_mean_absolute_error: 136.3794 Epoch 3259/5000 148/148 [==============================] - 0s 27us/step - loss: 15518.7988 - mean_absolute_error: 74.0726 - val_loss: 30143.2797 - val_mean_absolute_error: 136.3596 Epoch 3260/5000 148/148 [==============================] - 0s 20us/step - loss: 15516.2266 - mean_absolute_error: 74.0622 - val_loss: 30135.7419 - val_mean_absolute_error: 136.3399 Epoch 3261/5000 148/148 [==============================] - 0s 20us/step - loss: 15513.6602 - mean_absolute_error: 74.0517 - val_loss: 30128.2078 - val_mean_absolute_error: 136.3201 Epoch 3262/5000 148/148 [==============================] - 0s 27us/step - loss: 15511.0908 - mean_absolute_error: 74.0412 - val_loss: 30120.6772 - val_mean_absolute_error: 136.3004 Epoch 3263/5000 148/148 [==============================] - 0s 27us/step - loss: 15508.5254 - mean_absolute_error: 74.0307 - val_loss: 30113.1525 - val_mean_absolute_error: 136.2806 Epoch 3264/5000 148/148 [==============================] - 0s 41us/step - loss: 15505.9590 - mean_absolute_error: 74.0205 - val_loss: 30105.6316 - val_mean_absolute_error: 136.2609 Epoch 3265/5000 148/148 [==============================] - 0s 34us/step - loss: 15503.3965 - mean_absolute_error: 74.0107 - val_loss: 30098.1075 - val_mean_absolute_error: 136.2411 Epoch 3266/5000 148/148 [==============================] - 0s 20us/step - loss: 15500.8398 - mean_absolute_error: 74.0009 - val_loss: 30090.5516 - val_mean_absolute_error: 136.2214 Epoch 3267/5000 148/148 [==============================] - 0s 34us/step - loss: 15498.2783 - mean_absolute_error: 73.9911 - val_loss: 30082.9994 - val_mean_absolute_error: 136.2016 Epoch 3268/5000 148/148 [==============================] - 0s 27us/step - loss: 15495.7227 - mean_absolute_error: 73.9813 - val_loss: 30075.4508 - val_mean_absolute_error: 136.1818 Epoch 3269/5000 148/148 [==============================] - 0s 27us/step - loss: 15493.1660 - mean_absolute_error: 73.9715 - val_loss: 30067.9080 - val_mean_absolute_error: 136.1620 Epoch 3270/5000 148/148 [==============================] - 0s 34us/step - loss: 15490.6133 - mean_absolute_error: 73.9617 - val_loss: 30060.3649 - val_mean_absolute_error: 136.1423 Epoch 3271/5000 148/148 [==============================] - 0s 41us/step - loss: 15488.0605 - mean_absolute_error: 73.9520 - val_loss: 30052.8256 - val_mean_absolute_error: 136.1225 Epoch 3272/5000 148/148 [==============================] - 0s 20us/step - loss: 15485.5137 - mean_absolute_error: 73.9422 - val_loss: 30045.2958 - val_mean_absolute_error: 136.1027 Epoch 3273/5000 148/148 [==============================] - 0s 20us/step - loss: 15482.9648 - mean_absolute_error: 73.9324 - val_loss: 30037.7638 - val_mean_absolute_error: 136.0829 Epoch 3274/5000 148/148 [==============================] - 0s 34us/step - loss: 15480.4209 - mean_absolute_error: 73.9227 - val_loss: 30030.2372 - val_mean_absolute_error: 136.0631 Epoch 3275/5000 148/148 [==============================] - 0s 20us/step - loss: 15477.8750 - mean_absolute_error: 73.9129 - val_loss: 30022.7146 - val_mean_absolute_error: 136.0434 Epoch 3276/5000 148/148 [==============================] - 0s 27us/step - loss: 15475.3330 - mean_absolute_error: 73.9032 - val_loss: 30015.1958 - val_mean_absolute_error: 136.0236 Epoch 3277/5000 148/148 [==============================] - 0s 27us/step - loss: 15472.7959 - mean_absolute_error: 73.8935 - val_loss: 30007.6766 - val_mean_absolute_error: 136.0038 Epoch 3278/5000 148/148 [==============================] - 0s 27us/step - loss: 15470.2588 - mean_absolute_error: 73.8838 - val_loss: 30000.1631 - val_mean_absolute_error: 135.9840 Epoch 3279/5000 148/148 [==============================] - 0s 34us/step - loss: 15467.7246 - mean_absolute_error: 73.8741 - val_loss: 29992.6531 - val_mean_absolute_error: 135.9643 Epoch 3280/5000 148/148 [==============================] - 0s 34us/step - loss: 15465.1895 - mean_absolute_error: 73.8644 - val_loss: 29985.1451 - val_mean_absolute_error: 135.9445 Epoch 3281/5000 148/148 [==============================] - 0s 27us/step - loss: 15462.6572 - mean_absolute_error: 73.8548 - val_loss: 29977.6385 - val_mean_absolute_error: 135.9247 Epoch 3282/5000 148/148 [==============================] - 0s 27us/step - loss: 15460.1279 - mean_absolute_error: 73.8451 - val_loss: 29970.1398 - val_mean_absolute_error: 135.9049 Epoch 3283/5000 148/148 [==============================] - 0s 27us/step - loss: 15457.6016 - mean_absolute_error: 73.8354 - val_loss: 29962.6350 - val_mean_absolute_error: 135.8851 Epoch 3284/5000 148/148 [==============================] - 0s 34us/step - loss: 15455.0742 - mean_absolute_error: 73.8258 - val_loss: 29955.1244 - val_mean_absolute_error: 135.8652 Epoch 3285/5000 148/148 [==============================] - 0s 27us/step - loss: 15452.5508 - mean_absolute_error: 73.8162 - val_loss: 29947.6215 - val_mean_absolute_error: 135.8453 Epoch 3286/5000 148/148 [==============================] - 0s 27us/step - loss: 15450.0273 - mean_absolute_error: 73.8065 - val_loss: 29940.1160 - val_mean_absolute_error: 135.8254 Epoch 3287/5000 148/148 [==============================] - 0s 27us/step - loss: 15447.5088 - mean_absolute_error: 73.7969 - val_loss: 29932.6163 - val_mean_absolute_error: 135.8055 Epoch 3288/5000 148/148 [==============================] - 0s 20us/step - loss: 15444.9902 - mean_absolute_error: 73.7873 - val_loss: 29925.1205 - val_mean_absolute_error: 135.7856 Epoch 3289/5000 148/148 [==============================] - 0s 20us/step - loss: 15442.4727 - mean_absolute_error: 73.7777 - val_loss: 29917.6264 - val_mean_absolute_error: 135.7658 Epoch 3290/5000 148/148 [==============================] - 0s 27us/step - loss: 15439.9590 - mean_absolute_error: 73.7681 - val_loss: 29910.1380 - val_mean_absolute_error: 135.7459 Epoch 3291/5000 148/148 [==============================] - 0s 34us/step - loss: 15437.4463 - mean_absolute_error: 73.7585 - val_loss: 29902.6531 - val_mean_absolute_error: 135.7260 Epoch 3292/5000 148/148 [==============================] - 0s 27us/step - loss: 15434.9346 - mean_absolute_error: 73.7489 - val_loss: 29895.1680 - val_mean_absolute_error: 135.7061 Epoch 3293/5000 148/148 [==============================] - 0s 27us/step - loss: 15432.4277 - mean_absolute_error: 73.7393 - val_loss: 29887.6870 - val_mean_absolute_error: 135.6862 Epoch 3294/5000 148/148 [==============================] - 0s 34us/step - loss: 15429.9189 - mean_absolute_error: 73.7298 - val_loss: 29880.2072 - val_mean_absolute_error: 135.6663 Epoch 3295/5000 148/148 [==============================] - 0s 27us/step - loss: 15427.4121 - mean_absolute_error: 73.7202 - val_loss: 29872.7352 - val_mean_absolute_error: 135.6464 Epoch 3296/5000 148/148 [==============================] - 0s 27us/step - loss: 15424.9092 - mean_absolute_error: 73.7107 - val_loss: 29865.2632 - val_mean_absolute_error: 135.6265 Epoch 3297/5000 148/148 [==============================] - 0s 20us/step - loss: 15422.4072 - mean_absolute_error: 73.7011 - val_loss: 29857.8006 - val_mean_absolute_error: 135.6066 Epoch 3298/5000 148/148 [==============================] - 0s 34us/step - loss: 15419.9033 - mean_absolute_error: 73.6916 - val_loss: 29850.3339 - val_mean_absolute_error: 135.5868 Epoch 3299/5000 148/148 [==============================] - 0s 27us/step - loss: 15417.4072 - mean_absolute_error: 73.6820 - val_loss: 29842.8747 - val_mean_absolute_error: 135.5669 Epoch 3300/5000 148/148 [==============================] - 0s 34us/step - loss: 15414.9102 - mean_absolute_error: 73.6725 - val_loss: 29835.4154 - val_mean_absolute_error: 135.5470 Epoch 3301/5000 148/148 [==============================] - 0s 20us/step - loss: 15412.4141 - mean_absolute_error: 73.6630 - val_loss: 29827.9618 - val_mean_absolute_error: 135.5271 Epoch 3302/5000 148/148 [==============================] - 0s 27us/step - loss: 15409.9209 - mean_absolute_error: 73.6535 - val_loss: 29820.5116 - val_mean_absolute_error: 135.5072 Epoch 3303/5000 148/148 [==============================] - 0s 27us/step - loss: 15407.4287 - mean_absolute_error: 73.6441 - val_loss: 29813.0634 - val_mean_absolute_error: 135.4873 Epoch 3304/5000 148/148 [==============================] - 0s 27us/step - loss: 15404.9375 - mean_absolute_error: 73.6346 - val_loss: 29805.6209 - val_mean_absolute_error: 135.4675 Epoch 3305/5000 148/148 [==============================] - 0s 27us/step - loss: 15402.4512 - mean_absolute_error: 73.6253 - val_loss: 29798.1843 - val_mean_absolute_error: 135.4476 Epoch 3306/5000 148/148 [==============================] - 0s 27us/step - loss: 15399.9629 - mean_absolute_error: 73.6159 - val_loss: 29790.7470 - val_mean_absolute_error: 135.4277 Epoch 3307/5000 148/148 [==============================] - 0s 34us/step - loss: 15397.4785 - mean_absolute_error: 73.6065 - val_loss: 29783.3116 - val_mean_absolute_error: 135.4078 Epoch 3308/5000 148/148 [==============================] - 0s 20us/step - loss: 15394.9951 - mean_absolute_error: 73.5971 - val_loss: 29775.8838 - val_mean_absolute_error: 135.3879 Epoch 3309/5000 148/148 [==============================] - 0s 27us/step - loss: 15392.5137 - mean_absolute_error: 73.5877 - val_loss: 29768.4559 - val_mean_absolute_error: 135.3681 Epoch 3310/5000 148/148 [==============================] - 0s 34us/step - loss: 15390.0322 - mean_absolute_error: 73.5783 - val_loss: 29761.0336 - val_mean_absolute_error: 135.3482 Epoch 3311/5000 148/148 [==============================] - 0s 27us/step - loss: 15387.5537 - mean_absolute_error: 73.5690 - val_loss: 29753.6171 - val_mean_absolute_error: 135.3283 Epoch 3312/5000 148/148 [==============================] - 0s 27us/step - loss: 15385.0762 - mean_absolute_error: 73.5596 - val_loss: 29746.2040 - val_mean_absolute_error: 135.3085 Epoch 3313/5000 148/148 [==============================] - 0s 27us/step - loss: 15382.6016 - mean_absolute_error: 73.5503 - val_loss: 29738.7871 - val_mean_absolute_error: 135.2886 Epoch 3314/5000 148/148 [==============================] - 0s 27us/step - loss: 15380.1279 - mean_absolute_error: 73.5410 - val_loss: 29731.3815 - val_mean_absolute_error: 135.2688 Epoch 3315/5000 148/148 [==============================] - 0s 27us/step - loss: 15377.6572 - mean_absolute_error: 73.5316 - val_loss: 29723.9777 - val_mean_absolute_error: 135.2489 Epoch 3316/5000 148/148 [==============================] - 0s 27us/step - loss: 15375.1846 - mean_absolute_error: 73.5223 - val_loss: 29716.5736 - val_mean_absolute_error: 135.2290 Epoch 3317/5000 148/148 [==============================] - 0s 34us/step - loss: 15372.7148 - mean_absolute_error: 73.5130 - val_loss: 29709.1751 - val_mean_absolute_error: 135.2092 Epoch 3318/5000 148/148 [==============================] - 0s 20us/step - loss: 15370.2471 - mean_absolute_error: 73.5037 - val_loss: 29701.7807 - val_mean_absolute_error: 135.1893 Epoch 3319/5000 148/148 [==============================] - 0s 27us/step - loss: 15367.7822 - mean_absolute_error: 73.4944 - val_loss: 29694.3916 - val_mean_absolute_error: 135.1695 Epoch 3320/5000 148/148 [==============================] - 0s 101us/step - loss: 15365.3193 - mean_absolute_error: 73.4851 - val_loss: 29687.0045 - val_mean_absolute_error: 135.1497 Epoch 3321/5000 148/148 [==============================] - 0s 34us/step - loss: 15362.8545 - mean_absolute_error: 73.4758 - val_loss: 29679.6191 - val_mean_absolute_error: 135.1298 Epoch 3322/5000 148/148 [==============================] - 0s 27us/step - loss: 15360.3936 - mean_absolute_error: 73.4665 - val_loss: 29672.2394 - val_mean_absolute_error: 135.1100 Epoch 3323/5000 148/148 [==============================] - 0s 27us/step - loss: 15357.9326 - mean_absolute_error: 73.4572 - val_loss: 29664.8632 - val_mean_absolute_error: 135.0901 Epoch 3324/5000 148/148 [==============================] - 0s 34us/step - loss: 15355.4746 - mean_absolute_error: 73.4480 - val_loss: 29657.4909 - val_mean_absolute_error: 135.0703 Epoch 3325/5000 148/148 [==============================] - 0s 27us/step - loss: 15353.0166 - mean_absolute_error: 73.4387 - val_loss: 29650.1203 - val_mean_absolute_error: 135.0505 Epoch 3326/5000 148/148 [==============================] - 0s 27us/step - loss: 15350.5605 - mean_absolute_error: 73.4295 - val_loss: 29642.7533 - val_mean_absolute_error: 135.0307 Epoch 3327/5000 148/148 [==============================] - 0s 27us/step - loss: 15348.1064 - mean_absolute_error: 73.4202 - val_loss: 29635.3938 - val_mean_absolute_error: 135.0108 Epoch 3328/5000 148/148 [==============================] - 0s 20us/step - loss: 15345.6572 - mean_absolute_error: 73.4110 - val_loss: 29628.0343 - val_mean_absolute_error: 134.9910 Epoch 3329/5000 148/148 [==============================] - 0s 27us/step - loss: 15343.2031 - mean_absolute_error: 73.4017 - val_loss: 29620.6823 - val_mean_absolute_error: 134.9712 Epoch 3330/5000 148/148 [==============================] - 0s 34us/step - loss: 15340.7568 - mean_absolute_error: 73.3925 - val_loss: 29613.3282 - val_mean_absolute_error: 134.9514 Epoch 3331/5000 148/148 [==============================] - 0s 34us/step - loss: 15338.3057 - mean_absolute_error: 73.3833 - val_loss: 29605.9799 - val_mean_absolute_error: 134.9316 Epoch 3332/5000 148/148 [==============================] - 0s 27us/step - loss: 15335.8584 - mean_absolute_error: 73.3741 - val_loss: 29598.6373 - val_mean_absolute_error: 134.9118 Epoch 3333/5000 148/148 [==============================] - 0s 27us/step - loss: 15333.4160 - mean_absolute_error: 73.3649 - val_loss: 29591.2982 - val_mean_absolute_error: 134.8920 Epoch 3334/5000 148/148 [==============================] - 0s 27us/step - loss: 15330.9697 - mean_absolute_error: 73.3557 - val_loss: 29583.9610 - val_mean_absolute_error: 134.8722 Epoch 3335/5000 148/148 [==============================] - 0s 20us/step - loss: 15328.5273 - mean_absolute_error: 73.3465 - val_loss: 29576.6273 - val_mean_absolute_error: 134.8524 Epoch 3336/5000 148/148 [==============================] - 0s 27us/step - loss: 15326.0840 - mean_absolute_error: 73.3373 - val_loss: 29569.2935 - val_mean_absolute_error: 134.8326 Epoch 3337/5000 148/148 [==============================] - 0s 27us/step - loss: 15323.6455 - mean_absolute_error: 73.3281 - val_loss: 29561.9731 - val_mean_absolute_error: 134.8129 Epoch 3338/5000 148/148 [==============================] - 0s 34us/step - loss: 15321.2061 - mean_absolute_error: 73.3190 - val_loss: 29554.6526 - val_mean_absolute_error: 134.7931 Epoch 3339/5000 148/148 [==============================] - 0s 27us/step - loss: 15318.7705 - mean_absolute_error: 73.3098 - val_loss: 29547.3362 - val_mean_absolute_error: 134.7733 Epoch 3340/5000 148/148 [==============================] - 0s 41us/step - loss: 15316.3340 - mean_absolute_error: 73.3007 - val_loss: 29540.0190 - val_mean_absolute_error: 134.7535 Epoch 3341/5000 148/148 [==============================] - 0s 34us/step - loss: 15313.9004 - mean_absolute_error: 73.2915 - val_loss: 29532.7135 - val_mean_absolute_error: 134.7338 Epoch 3342/5000 148/148 [==============================] - 0s 34us/step - loss: 15311.4678 - mean_absolute_error: 73.2824 - val_loss: 29525.4057 - val_mean_absolute_error: 134.7140 Epoch 3343/5000 148/148 [==============================] - 0s 27us/step - loss: 15309.0371 - mean_absolute_error: 73.2732 - val_loss: 29518.1019 - val_mean_absolute_error: 134.6943 Epoch 3344/5000 148/148 [==============================] - 0s 34us/step - loss: 15306.6064 - mean_absolute_error: 73.2641 - val_loss: 29510.8018 - val_mean_absolute_error: 134.6745 Epoch 3345/5000 148/148 [==============================] - 0s 34us/step - loss: 15304.1758 - mean_absolute_error: 73.2550 - val_loss: 29503.5032 - val_mean_absolute_error: 134.6548 Epoch 3346/5000 148/148 [==============================] - 0s 34us/step - loss: 15301.7480 - mean_absolute_error: 73.2459 - val_loss: 29496.2126 - val_mean_absolute_error: 134.6350 Epoch 3347/5000 148/148 [==============================] - 0s 27us/step - loss: 15299.3213 - mean_absolute_error: 73.2368 - val_loss: 29488.9215 - val_mean_absolute_error: 134.6153 Epoch 3348/5000 148/148 [==============================] - 0s 34us/step - loss: 15296.8965 - mean_absolute_error: 73.2277 - val_loss: 29481.6419 - val_mean_absolute_error: 134.5956 Epoch 3349/5000 148/148 [==============================] - 0s 27us/step - loss: 15294.4727 - mean_absolute_error: 73.2186 - val_loss: 29474.3585 - val_mean_absolute_error: 134.5758 Epoch 3350/5000 148/148 [==============================] - 0s 27us/step - loss: 15292.0508 - mean_absolute_error: 73.2095 - val_loss: 29467.0786 - val_mean_absolute_error: 134.5561 Epoch 3351/5000 148/148 [==============================] - 0s 34us/step - loss: 15289.6279 - mean_absolute_error: 73.2004 - val_loss: 29459.8061 - val_mean_absolute_error: 134.5364 Epoch 3352/5000 148/148 [==============================] - 0s 27us/step - loss: 15287.2090 - mean_absolute_error: 73.1913 - val_loss: 29452.5399 - val_mean_absolute_error: 134.5167 Epoch 3353/5000 148/148 [==============================] - 0s 34us/step - loss: 15284.7910 - mean_absolute_error: 73.1823 - val_loss: 29445.2730 - val_mean_absolute_error: 134.4970 Epoch 3354/5000 148/148 [==============================] - 0s 34us/step - loss: 15282.3730 - mean_absolute_error: 73.1732 - val_loss: 29438.0136 - val_mean_absolute_error: 134.4773 Epoch 3355/5000 148/148 [==============================] - 0s 27us/step - loss: 15279.9580 - mean_absolute_error: 73.1641 - val_loss: 29430.7562 - val_mean_absolute_error: 134.4576 Epoch 3356/5000 148/148 [==============================] - 0s 20us/step - loss: 15277.5420 - mean_absolute_error: 73.1551 - val_loss: 29423.4987 - val_mean_absolute_error: 134.4379 Epoch 3357/5000 148/148 [==============================] - 0s 34us/step - loss: 15275.1279 - mean_absolute_error: 73.1461 - val_loss: 29416.2505 - val_mean_absolute_error: 134.4182 Epoch 3358/5000 148/148 [==============================] - 0s 20us/step - loss: 15272.7148 - mean_absolute_error: 73.1370 - val_loss: 29409.0006 - val_mean_absolute_error: 134.3986 Epoch 3359/5000 148/148 [==============================] - 0s 27us/step - loss: 15270.3037 - mean_absolute_error: 73.1280 - val_loss: 29401.7579 - val_mean_absolute_error: 134.3789 Epoch 3360/5000 148/148 [==============================] - 0s 27us/step - loss: 15267.8936 - mean_absolute_error: 73.1190 - val_loss: 29394.5191 - val_mean_absolute_error: 134.3592 Epoch 3361/5000 148/148 [==============================] - 0s 34us/step - loss: 15265.4863 - mean_absolute_error: 73.1100 - val_loss: 29387.2838 - val_mean_absolute_error: 134.3396 Epoch 3362/5000 148/148 [==============================] - 0s 27us/step - loss: 15263.0762 - mean_absolute_error: 73.1010 - val_loss: 29380.0505 - val_mean_absolute_error: 134.3199 Epoch 3363/5000 148/148 [==============================] - 0s 27us/step - loss: 15260.6709 - mean_absolute_error: 73.0919 - val_loss: 29372.8246 - val_mean_absolute_error: 134.3003 Epoch 3364/5000 148/148 [==============================] - 0s 20us/step - loss: 15258.2666 - mean_absolute_error: 73.0830 - val_loss: 29365.5986 - val_mean_absolute_error: 134.2806 Epoch 3365/5000 148/148 [==============================] - 0s 27us/step - loss: 15255.8613 - mean_absolute_error: 73.0740 - val_loss: 29358.3766 - val_mean_absolute_error: 134.2610 Epoch 3366/5000 148/148 [==============================] - 0s 20us/step - loss: 15253.4590 - mean_absolute_error: 73.0650 - val_loss: 29351.1601 - val_mean_absolute_error: 134.2414 Epoch 3367/5000 148/148 [==============================] - 0s 34us/step - loss: 15251.0576 - mean_absolute_error: 73.0560 - val_loss: 29343.9489 - val_mean_absolute_error: 134.2217 Epoch 3368/5000 148/148 [==============================] - 0s 27us/step - loss: 15248.6592 - mean_absolute_error: 73.0470 - val_loss: 29336.7420 - val_mean_absolute_error: 134.2021 Epoch 3369/5000 148/148 [==============================] - 0s 27us/step - loss: 15246.2598 - mean_absolute_error: 73.0381 - val_loss: 29329.5326 - val_mean_absolute_error: 134.1825 Epoch 3370/5000 148/148 [==============================] - 0s 20us/step - loss: 15243.8594 - mean_absolute_error: 73.0291 - val_loss: 29322.3328 - val_mean_absolute_error: 134.1629 Epoch 3371/5000 148/148 [==============================] - 0s 27us/step - loss: 15241.4629 - mean_absolute_error: 73.0203 - val_loss: 29315.1313 - val_mean_absolute_error: 134.1433 Epoch 3372/5000 148/148 [==============================] - 0s 27us/step - loss: 15239.0674 - mean_absolute_error: 73.0118 - val_loss: 29307.9386 - val_mean_absolute_error: 134.1237 Epoch 3373/5000 148/148 [==============================] - 0s 34us/step - loss: 15236.6719 - mean_absolute_error: 73.0032 - val_loss: 29300.7482 - val_mean_absolute_error: 134.1041 Epoch 3374/5000 148/148 [==============================] - 0s 41us/step - loss: 15234.2783 - mean_absolute_error: 72.9947 - val_loss: 29293.5613 - val_mean_absolute_error: 134.0845 Epoch 3375/5000 148/148 [==============================] - 0s 27us/step - loss: 15231.8848 - mean_absolute_error: 72.9861 - val_loss: 29286.3782 - val_mean_absolute_error: 134.0649 Epoch 3376/5000 148/148 [==============================] - 0s 20us/step - loss: 15229.4932 - mean_absolute_error: 72.9776 - val_loss: 29279.2007 - val_mean_absolute_error: 134.0454 Epoch 3377/5000 148/148 [==============================] - 0s 20us/step - loss: 15227.1064 - mean_absolute_error: 72.9690 - val_loss: 29272.0252 - val_mean_absolute_error: 134.0258 Epoch 3378/5000 148/148 [==============================] - 0s 27us/step - loss: 15224.7158 - mean_absolute_error: 72.9605 - val_loss: 29264.8513 - val_mean_absolute_error: 134.0062 Epoch 3379/5000 148/148 [==============================] - 0s 27us/step - loss: 15222.3281 - mean_absolute_error: 72.9520 - val_loss: 29257.6830 - val_mean_absolute_error: 133.9867 Epoch 3380/5000 148/148 [==============================] - 0s 27us/step - loss: 15219.9404 - mean_absolute_error: 72.9434 - val_loss: 29250.5167 - val_mean_absolute_error: 133.9671 Epoch 3381/5000 148/148 [==============================] - 0s 27us/step - loss: 15217.5537 - mean_absolute_error: 72.9349 - val_loss: 29243.3578 - val_mean_absolute_error: 133.9476 Epoch 3382/5000 148/148 [==============================] - 0s 27us/step - loss: 15215.1689 - mean_absolute_error: 72.9264 - val_loss: 29236.1987 - val_mean_absolute_error: 133.9281 Epoch 3383/5000 148/148 [==============================] - 0s 27us/step - loss: 15212.7871 - mean_absolute_error: 72.9179 - val_loss: 29229.0472 - val_mean_absolute_error: 133.9085 Epoch 3384/5000 148/148 [==============================] - 0s 27us/step - loss: 15210.4053 - mean_absolute_error: 72.9094 - val_loss: 29221.8978 - val_mean_absolute_error: 133.8890 Epoch 3385/5000 148/148 [==============================] - 0s 20us/step - loss: 15208.0215 - mean_absolute_error: 72.9009 - val_loss: 29214.7520 - val_mean_absolute_error: 133.8695 Epoch 3386/5000 148/148 [==============================] - 0s 27us/step - loss: 15205.6416 - mean_absolute_error: 72.8924 - val_loss: 29207.6096 - val_mean_absolute_error: 133.8500 Epoch 3387/5000 148/148 [==============================] - 0s 34us/step - loss: 15203.2637 - mean_absolute_error: 72.8839 - val_loss: 29200.4690 - val_mean_absolute_error: 133.8305 Epoch 3388/5000 148/148 [==============================] - 0s 27us/step - loss: 15200.8867 - mean_absolute_error: 72.8754 - val_loss: 29193.3363 - val_mean_absolute_error: 133.8110 Epoch 3389/5000 148/148 [==============================] - 0s 34us/step - loss: 15198.5088 - mean_absolute_error: 72.8669 - val_loss: 29186.2053 - val_mean_absolute_error: 133.7915 Epoch 3390/5000 148/148 [==============================] - 0s 27us/step - loss: 15196.1318 - mean_absolute_error: 72.8584 - val_loss: 29179.0818 - val_mean_absolute_error: 133.7720 Epoch 3391/5000 148/148 [==============================] - 0s 20us/step - loss: 15193.7549 - mean_absolute_error: 72.8499 - val_loss: 29171.9545 - val_mean_absolute_error: 133.7525 Epoch 3392/5000 148/148 [==============================] - 0s 27us/step - loss: 15191.3818 - mean_absolute_error: 72.8415 - val_loss: 29164.8385 - val_mean_absolute_error: 133.7330 Epoch 3393/5000 148/148 [==============================] - 0s 20us/step - loss: 15189.0088 - mean_absolute_error: 72.8330 - val_loss: 29157.7223 - val_mean_absolute_error: 133.7136 Epoch 3394/5000 148/148 [==============================] - 0s 27us/step - loss: 15186.6367 - mean_absolute_error: 72.8245 - val_loss: 29150.6097 - val_mean_absolute_error: 133.6941 Epoch 3395/5000 148/148 [==============================] - 0s 27us/step - loss: 15184.2666 - mean_absolute_error: 72.8161 - val_loss: 29143.5013 - val_mean_absolute_error: 133.6747 Epoch 3396/5000 148/148 [==============================] - 0s 27us/step - loss: 15181.8955 - mean_absolute_error: 72.8076 - val_loss: 29136.3962 - val_mean_absolute_error: 133.6552 Epoch 3397/5000 148/148 [==============================] - 0s 27us/step - loss: 15179.5273 - mean_absolute_error: 72.7992 - val_loss: 29129.2950 - val_mean_absolute_error: 133.6358 Epoch 3398/5000 148/148 [==============================] - 0s 27us/step - loss: 15177.1592 - mean_absolute_error: 72.7907 - val_loss: 29122.1994 - val_mean_absolute_error: 133.6163 Epoch 3399/5000 148/148 [==============================] - 0s 27us/step - loss: 15174.7939 - mean_absolute_error: 72.7823 - val_loss: 29115.1057 - val_mean_absolute_error: 133.5969 Epoch 3400/5000 148/148 [==============================] - 0s 27us/step - loss: 15172.4258 - mean_absolute_error: 72.7739 - val_loss: 29108.0135 - val_mean_absolute_error: 133.5775 Epoch 3401/5000 148/148 [==============================] - 0s 20us/step - loss: 15170.0645 - mean_absolute_error: 72.7654 - val_loss: 29100.9290 - val_mean_absolute_error: 133.5581 Epoch 3402/5000 148/148 [==============================] - 0s 34us/step - loss: 15167.6992 - mean_absolute_error: 72.7570 - val_loss: 29093.8484 - val_mean_absolute_error: 133.5387 Epoch 3403/5000 148/148 [==============================] - 0s 20us/step - loss: 15165.3359 - mean_absolute_error: 72.7486 - val_loss: 29086.7697 - val_mean_absolute_error: 133.5193 Epoch 3404/5000 148/148 [==============================] - 0s 27us/step - loss: 15162.9727 - mean_absolute_error: 72.7402 - val_loss: 29079.6923 - val_mean_absolute_error: 133.4999 Epoch 3405/5000 148/148 [==============================] - 0s 34us/step - loss: 15160.6133 - mean_absolute_error: 72.7318 - val_loss: 29072.6228 - val_mean_absolute_error: 133.4805 Epoch 3406/5000 148/148 [==============================] - 0s 34us/step - loss: 15158.2500 - mean_absolute_error: 72.7234 - val_loss: 29065.5553 - val_mean_absolute_error: 133.4612 Epoch 3407/5000 148/148 [==============================] - 0s 27us/step - loss: 15155.8916 - mean_absolute_error: 72.7150 - val_loss: 29058.4890 - val_mean_absolute_error: 133.4418 Epoch 3408/5000 148/148 [==============================] - 0s 20us/step - loss: 15153.5342 - mean_absolute_error: 72.7066 - val_loss: 29051.4232 - val_mean_absolute_error: 133.4224 Epoch 3409/5000 148/148 [==============================] - 0s 27us/step - loss: 15151.1758 - mean_absolute_error: 72.6982 - val_loss: 29044.3203 - val_mean_absolute_error: 133.4030 Epoch 3410/5000 148/148 [==============================] - 0s 27us/step - loss: 15148.8223 - mean_absolute_error: 72.6898 - val_loss: 29037.2232 - val_mean_absolute_error: 133.3835 Epoch 3411/5000 148/148 [==============================] - 0s 27us/step - loss: 15146.4658 - mean_absolute_error: 72.6814 - val_loss: 29030.1281 - val_mean_absolute_error: 133.3641 Epoch 3412/5000 148/148 [==============================] - 0s 41us/step - loss: 15144.1113 - mean_absolute_error: 72.6730 - val_loss: 29023.0344 - val_mean_absolute_error: 133.3447 Epoch 3413/5000 148/148 [==============================] - 0s 34us/step - loss: 15141.7568 - mean_absolute_error: 72.6646 - val_loss: 29015.9466 - val_mean_absolute_error: 133.3253 Epoch 3414/5000 148/148 [==============================] - 0s 20us/step - loss: 15139.4033 - mean_absolute_error: 72.6562 - val_loss: 29008.8621 - val_mean_absolute_error: 133.3059 Epoch 3415/5000 148/148 [==============================] - 0s 27us/step - loss: 15137.0537 - mean_absolute_error: 72.6479 - val_loss: 29001.7801 - val_mean_absolute_error: 133.2865 Epoch 3416/5000 148/148 [==============================] - 0s 34us/step - loss: 15134.7031 - mean_absolute_error: 72.6395 - val_loss: 28994.7051 - val_mean_absolute_error: 133.2671 Epoch 3417/5000 148/148 [==============================] - 0s 34us/step - loss: 15132.3535 - mean_absolute_error: 72.6312 - val_loss: 28987.6305 - val_mean_absolute_error: 133.2478 Epoch 3418/5000 148/148 [==============================] - 0s 27us/step - loss: 15130.0029 - mean_absolute_error: 72.6228 - val_loss: 28980.5630 - val_mean_absolute_error: 133.2284 Epoch 3419/5000 148/148 [==============================] - 0s 27us/step - loss: 15127.6553 - mean_absolute_error: 72.6145 - val_loss: 28973.4935 - val_mean_absolute_error: 133.2090 Epoch 3420/5000 148/148 [==============================] - 0s 27us/step - loss: 15125.3096 - mean_absolute_error: 72.6061 - val_loss: 28966.4318 - val_mean_absolute_error: 133.1897 Epoch 3421/5000 148/148 [==============================] - 0s 34us/step - loss: 15122.9629 - mean_absolute_error: 72.5978 - val_loss: 28959.3735 - val_mean_absolute_error: 133.1703 Epoch 3422/5000 148/148 [==============================] - 0s 27us/step - loss: 15120.6162 - mean_absolute_error: 72.5894 - val_loss: 28952.3174 - val_mean_absolute_error: 133.1510 Epoch 3423/5000 148/148 [==============================] - 0s 27us/step - loss: 15118.2715 - mean_absolute_error: 72.5811 - val_loss: 28945.3013 - val_mean_absolute_error: 133.1317 Epoch 3424/5000 148/148 [==============================] - 0s 34us/step - loss: 15115.9287 - mean_absolute_error: 72.5728 - val_loss: 28938.2912 - val_mean_absolute_error: 133.1125 Epoch 3425/5000 148/148 [==============================] - 0s 27us/step - loss: 15113.5859 - mean_absolute_error: 72.5645 - val_loss: 28931.2886 - val_mean_absolute_error: 133.0933 Epoch 3426/5000 148/148 [==============================] - 0s 20us/step - loss: 15111.2451 - mean_absolute_error: 72.5562 - val_loss: 28924.2856 - val_mean_absolute_error: 133.0741 Epoch 3427/5000 148/148 [==============================] - 0s 20us/step - loss: 15108.9033 - mean_absolute_error: 72.5478 - val_loss: 28917.2866 - val_mean_absolute_error: 133.0549 Epoch 3428/5000 148/148 [==============================] - 0s 27us/step - loss: 15106.5645 - mean_absolute_error: 72.5395 - val_loss: 28910.2932 - val_mean_absolute_error: 133.0357 Epoch 3429/5000 148/148 [==============================] - 0s 34us/step - loss: 15104.2246 - mean_absolute_error: 72.5312 - val_loss: 28903.3033 - val_mean_absolute_error: 133.0166 Epoch 3430/5000 148/148 [==============================] - 0s 34us/step - loss: 15101.8867 - mean_absolute_error: 72.5229 - val_loss: 28896.3174 - val_mean_absolute_error: 132.9974 Epoch 3431/5000 148/148 [==============================] - 0s 20us/step - loss: 15099.5508 - mean_absolute_error: 72.5146 - val_loss: 28889.3334 - val_mean_absolute_error: 132.9782 Epoch 3432/5000 148/148 [==============================] - 0s 20us/step - loss: 15097.2129 - mean_absolute_error: 72.5063 - val_loss: 28882.3548 - val_mean_absolute_error: 132.9593 Epoch 3433/5000 148/148 [==============================] - 0s 27us/step - loss: 15094.8750 - mean_absolute_error: 72.4981 - val_loss: 28875.3780 - val_mean_absolute_error: 132.9409 Epoch 3434/5000 148/148 [==============================] - 0s 20us/step - loss: 15092.5420 - mean_absolute_error: 72.4898 - val_loss: 28868.4052 - val_mean_absolute_error: 132.9225 Epoch 3435/5000 148/148 [==============================] - 0s 20us/step - loss: 15090.2080 - mean_absolute_error: 72.4815 - val_loss: 28861.4379 - val_mean_absolute_error: 132.9041 Epoch 3436/5000 148/148 [==============================] - 0s 34us/step - loss: 15087.8750 - mean_absolute_error: 72.4732 - val_loss: 28854.4703 - val_mean_absolute_error: 132.8857 Epoch 3437/5000 148/148 [==============================] - 0s 27us/step - loss: 15085.5420 - mean_absolute_error: 72.4650 - val_loss: 28847.5103 - val_mean_absolute_error: 132.8673 Epoch 3438/5000 148/148 [==============================] - 0s 27us/step - loss: 15083.2109 - mean_absolute_error: 72.4567 - val_loss: 28840.5525 - val_mean_absolute_error: 132.8489 Epoch 3439/5000 148/148 [==============================] - 0s 20us/step - loss: 15080.8818 - mean_absolute_error: 72.4484 - val_loss: 28833.5981 - val_mean_absolute_error: 132.8305 Epoch 3440/5000 148/148 [==============================] - 0s 20us/step - loss: 15078.5508 - mean_absolute_error: 72.4402 - val_loss: 28826.6476 - val_mean_absolute_error: 132.8122 Epoch 3441/5000 148/148 [==============================] - 0s 34us/step - loss: 15076.2217 - mean_absolute_error: 72.4319 - val_loss: 28819.7007 - val_mean_absolute_error: 132.7938 Epoch 3442/5000 148/148 [==============================] - 0s 27us/step - loss: 15073.8936 - mean_absolute_error: 72.4237 - val_loss: 28812.7534 - val_mean_absolute_error: 132.7754 Epoch 3443/5000 148/148 [==============================] - 0s 20us/step - loss: 15071.5654 - mean_absolute_error: 72.4154 - val_loss: 28805.8141 - val_mean_absolute_error: 132.7571 Epoch 3444/5000 148/148 [==============================] - 0s 34us/step - loss: 15069.2402 - mean_absolute_error: 72.4072 - val_loss: 28798.8766 - val_mean_absolute_error: 132.7387 Epoch 3445/5000 148/148 [==============================] - 0s 27us/step - loss: 15066.9141 - mean_absolute_error: 72.3990 - val_loss: 28791.9426 - val_mean_absolute_error: 132.7204 Epoch 3446/5000 148/148 [==============================] - 0s 27us/step - loss: 15064.5879 - mean_absolute_error: 72.3907 - val_loss: 28785.0146 - val_mean_absolute_error: 132.7020 Epoch 3447/5000 148/148 [==============================] - 0s 34us/step - loss: 15062.2637 - mean_absolute_error: 72.3825 - val_loss: 28778.0902 - val_mean_absolute_error: 132.6837 Epoch 3448/5000 148/148 [==============================] - 0s 20us/step - loss: 15059.9404 - mean_absolute_error: 72.3743 - val_loss: 28771.1676 - val_mean_absolute_error: 132.6654 Epoch 3449/5000 148/148 [==============================] - 0s 27us/step - loss: 15057.6162 - mean_absolute_error: 72.3661 - val_loss: 28764.2485 - val_mean_absolute_error: 132.6471 Epoch 3450/5000 148/148 [==============================] - 0s 34us/step - loss: 15055.2959 - mean_absolute_error: 72.3578 - val_loss: 28757.3334 - val_mean_absolute_error: 132.6288 Epoch 3451/5000 148/148 [==============================] - 0s 27us/step - loss: 15052.9746 - mean_absolute_error: 72.3496 - val_loss: 28750.4199 - val_mean_absolute_error: 132.6105 Epoch 3452/5000 148/148 [==============================] - 0s 27us/step - loss: 15050.6533 - mean_absolute_error: 72.3414 - val_loss: 28743.5161 - val_mean_absolute_error: 132.5922 Epoch 3453/5000 148/148 [==============================] - 0s 34us/step - loss: 15048.3340 - mean_absolute_error: 72.3332 - val_loss: 28736.6061 - val_mean_absolute_error: 132.5739 Epoch 3454/5000 148/148 [==============================] - 0s 27us/step - loss: 15046.0156 - mean_absolute_error: 72.3250 - val_loss: 28729.7079 - val_mean_absolute_error: 132.5556 Epoch 3455/5000 148/148 [==============================] - 0s 20us/step - loss: 15043.6973 - mean_absolute_error: 72.3169 - val_loss: 28722.8093 - val_mean_absolute_error: 132.5373 Epoch 3456/5000 148/148 [==============================] - 0s 41us/step - loss: 15041.3701 - mean_absolute_error: 72.3085 - val_loss: 28715.9147 - val_mean_absolute_error: 132.5190 Epoch 3457/5000 148/148 [==============================] - 0s 34us/step - loss: 15039.0469 - mean_absolute_error: 72.3002 - val_loss: 28709.0045 - val_mean_absolute_error: 132.5007 Epoch 3458/5000 148/148 [==============================] - 0s 27us/step - loss: 15036.7197 - mean_absolute_error: 72.2919 - val_loss: 28702.0789 - val_mean_absolute_error: 132.4823 Epoch 3459/5000 148/148 [==============================] - 0s 20us/step - loss: 15034.3955 - mean_absolute_error: 72.2836 - val_loss: 28695.1545 - val_mean_absolute_error: 132.4639 Epoch 3460/5000 148/148 [==============================] - 0s 34us/step - loss: 15032.0713 - mean_absolute_error: 72.2753 - val_loss: 28688.2345 - val_mean_absolute_error: 132.4456 Epoch 3461/5000 148/148 [==============================] - 0s 34us/step - loss: 15029.7412 - mean_absolute_error: 72.2670 - val_loss: 28681.3159 - val_mean_absolute_error: 132.4272 Epoch 3462/5000 148/148 [==============================] - 0s 41us/step - loss: 15027.4170 - mean_absolute_error: 72.2587 - val_loss: 28674.3993 - val_mean_absolute_error: 132.4088 Epoch 3463/5000 148/148 [==============================] - 0s 20us/step - loss: 15025.0928 - mean_absolute_error: 72.2504 - val_loss: 28667.4825 - val_mean_absolute_error: 132.3904 Epoch 3464/5000 148/148 [==============================] - 0s 27us/step - loss: 15022.7686 - mean_absolute_error: 72.2421 - val_loss: 28660.5715 - val_mean_absolute_error: 132.3720 Epoch 3465/5000 148/148 [==============================] - 0s 27us/step - loss: 15020.4424 - mean_absolute_error: 72.2338 - val_loss: 28653.6621 - val_mean_absolute_error: 132.3537 Epoch 3466/5000 148/148 [==============================] - 0s 27us/step - loss: 15018.1162 - mean_absolute_error: 72.2255 - val_loss: 28646.7567 - val_mean_absolute_error: 132.3353 Epoch 3467/5000 148/148 [==============================] - 0s 34us/step - loss: 15015.7959 - mean_absolute_error: 72.2172 - val_loss: 28639.8587 - val_mean_absolute_error: 132.3170 Epoch 3468/5000 148/148 [==============================] - 0s 27us/step - loss: 15013.4717 - mean_absolute_error: 72.2090 - val_loss: 28632.9549 - val_mean_absolute_error: 132.2986 Epoch 3469/5000 148/148 [==============================] - 0s 27us/step - loss: 15011.1484 - mean_absolute_error: 72.2007 - val_loss: 28626.0604 - val_mean_absolute_error: 132.2802 Epoch 3470/5000 148/148 [==============================] - 0s 27us/step - loss: 15008.8262 - mean_absolute_error: 72.1924 - val_loss: 28619.1640 - val_mean_absolute_error: 132.2619 Epoch 3471/5000 148/148 [==============================] - 0s 27us/step - loss: 15006.5029 - mean_absolute_error: 72.1842 - val_loss: 28612.2714 - val_mean_absolute_error: 132.2436 Epoch 3472/5000 148/148 [==============================] - 0s 27us/step - loss: 15004.1807 - mean_absolute_error: 72.1759 - val_loss: 28605.3860 - val_mean_absolute_error: 132.2252 Epoch 3473/5000 148/148 [==============================] - 0s 41us/step - loss: 15001.8613 - mean_absolute_error: 72.1676 - val_loss: 28598.4992 - val_mean_absolute_error: 132.2069 Epoch 3474/5000 148/148 [==============================] - 0s 41us/step - loss: 14999.5420 - mean_absolute_error: 72.1594 - val_loss: 28591.6197 - val_mean_absolute_error: 132.1886 Epoch 3475/5000 148/148 [==============================] - 0s 34us/step - loss: 14997.2227 - mean_absolute_error: 72.1511 - val_loss: 28584.7397 - val_mean_absolute_error: 132.1702 Epoch 3476/5000 148/148 [==============================] - 0s 27us/step - loss: 14994.9023 - mean_absolute_error: 72.1429 - val_loss: 28577.8679 - val_mean_absolute_error: 132.1519 Epoch 3477/5000 148/148 [==============================] - 0s 20us/step - loss: 14992.5840 - mean_absolute_error: 72.1346 - val_loss: 28570.9935 - val_mean_absolute_error: 132.1336 Epoch 3478/5000 148/148 [==============================] - 0s 27us/step - loss: 14990.2666 - mean_absolute_error: 72.1264 - val_loss: 28564.1252 - val_mean_absolute_error: 132.1153 Epoch 3479/5000 148/148 [==============================] - 0s 27us/step - loss: 14987.9512 - mean_absolute_error: 72.1182 - val_loss: 28557.2585 - val_mean_absolute_error: 132.0970 Epoch 3480/5000 148/148 [==============================] - 0s 27us/step - loss: 14985.6338 - mean_absolute_error: 72.1099 - val_loss: 28550.3976 - val_mean_absolute_error: 132.0787 Epoch 3481/5000 148/148 [==============================] - 0s 34us/step - loss: 14983.3174 - mean_absolute_error: 72.1017 - val_loss: 28543.5402 - val_mean_absolute_error: 132.0604 Epoch 3482/5000 148/148 [==============================] - 0s 27us/step - loss: 14981.0029 - mean_absolute_error: 72.0935 - val_loss: 28536.6848 - val_mean_absolute_error: 132.0421 Epoch 3483/5000 148/148 [==============================] - 0s 27us/step - loss: 14978.6855 - mean_absolute_error: 72.0853 - val_loss: 28529.8291 - val_mean_absolute_error: 132.0238 Epoch 3484/5000 148/148 [==============================] - 0s 34us/step - loss: 14976.3730 - mean_absolute_error: 72.0770 - val_loss: 28522.9813 - val_mean_absolute_error: 132.0055 Epoch 3485/5000 148/148 [==============================] - 0s 20us/step - loss: 14974.0596 - mean_absolute_error: 72.0688 - val_loss: 28516.1335 - val_mean_absolute_error: 131.9873 Epoch 3486/5000 148/148 [==============================] - 0s 20us/step - loss: 14971.7471 - mean_absolute_error: 72.0606 - val_loss: 28509.2908 - val_mean_absolute_error: 131.9690 Epoch 3487/5000 148/148 [==============================] - 0s 27us/step - loss: 14969.4355 - mean_absolute_error: 72.0524 - val_loss: 28502.4520 - val_mean_absolute_error: 131.9508 Epoch 3488/5000 148/148 [==============================] - 0s 27us/step - loss: 14967.1250 - mean_absolute_error: 72.0442 - val_loss: 28495.6190 - val_mean_absolute_error: 131.9325 Epoch 3489/5000 148/148 [==============================] - 0s 27us/step - loss: 14964.8125 - mean_absolute_error: 72.0360 - val_loss: 28488.7802 - val_mean_absolute_error: 131.9143 Epoch 3490/5000 148/148 [==============================] - 0s 27us/step - loss: 14962.5020 - mean_absolute_error: 72.0278 - val_loss: 28481.9545 - val_mean_absolute_error: 131.8960 Epoch 3491/5000 148/148 [==============================] - 0s 27us/step - loss: 14960.1904 - mean_absolute_error: 72.0197 - val_loss: 28475.1268 - val_mean_absolute_error: 131.8778 Epoch 3492/5000 148/148 [==============================] - 0s 27us/step - loss: 14957.8838 - mean_absolute_error: 72.0115 - val_loss: 28468.3030 - val_mean_absolute_error: 131.8596 Epoch 3493/5000 148/148 [==============================] - 0s 27us/step - loss: 14955.5762 - mean_absolute_error: 72.0033 - val_loss: 28461.4831 - val_mean_absolute_error: 131.8413 Epoch 3494/5000 148/148 [==============================] - 0s 34us/step - loss: 14953.2666 - mean_absolute_error: 71.9951 - val_loss: 28454.6646 - val_mean_absolute_error: 131.8231 Epoch 3495/5000 148/148 [==============================] - 0s 34us/step - loss: 14950.9609 - mean_absolute_error: 71.9870 - val_loss: 28447.8520 - val_mean_absolute_error: 131.8049 Epoch 3496/5000 148/148 [==============================] - 0s 27us/step - loss: 14948.6533 - mean_absolute_error: 71.9788 - val_loss: 28441.0412 - val_mean_absolute_error: 131.7867 Epoch 3497/5000 148/148 [==============================] - 0s 27us/step - loss: 14946.3477 - mean_absolute_error: 71.9706 - val_loss: 28434.2359 - val_mean_absolute_error: 131.7685 Epoch 3498/5000 148/148 [==============================] - 0s 27us/step - loss: 14944.0459 - mean_absolute_error: 71.9625 - val_loss: 28427.4329 - val_mean_absolute_error: 131.7503 Epoch 3499/5000 148/148 [==============================] - 0s 20us/step - loss: 14941.7402 - mean_absolute_error: 71.9543 - val_loss: 28420.6314 - val_mean_absolute_error: 131.7321 Epoch 3500/5000 148/148 [==============================] - 0s 34us/step - loss: 14939.4355 - mean_absolute_error: 71.9462 - val_loss: 28413.8333 - val_mean_absolute_error: 131.7139 Epoch 3501/5000 148/148 [==============================] - 0s 81us/step - loss: 14937.1318 - mean_absolute_error: 71.9380 - val_loss: 28407.0373 - val_mean_absolute_error: 131.6957 Epoch 3502/5000 148/148 [==============================] - 0s 34us/step - loss: 14934.8291 - mean_absolute_error: 71.9299 - val_loss: 28400.2508 - val_mean_absolute_error: 131.6776 Epoch 3503/5000 148/148 [==============================] - 0s 34us/step - loss: 14932.5283 - mean_absolute_error: 71.9217 - val_loss: 28393.4607 - val_mean_absolute_error: 131.6594 Epoch 3504/5000 148/148 [==============================] - 0s 34us/step - loss: 14930.2266 - mean_absolute_error: 71.9136 - val_loss: 28386.6737 - val_mean_absolute_error: 131.6412 Epoch 3505/5000 148/148 [==============================] - 0s 20us/step - loss: 14927.9258 - mean_absolute_error: 71.9055 - val_loss: 28379.8926 - val_mean_absolute_error: 131.6231 Epoch 3506/5000 148/148 [==============================] - 0s 27us/step - loss: 14925.6270 - mean_absolute_error: 71.8973 - val_loss: 28373.1134 - val_mean_absolute_error: 131.6049 Epoch 3507/5000 148/148 [==============================] - 0s 34us/step - loss: 14923.3262 - mean_absolute_error: 71.8892 - val_loss: 28366.3380 - val_mean_absolute_error: 131.5868 Epoch 3508/5000 148/148 [==============================] - 0s 34us/step - loss: 14921.0273 - mean_absolute_error: 71.8811 - val_loss: 28359.5682 - val_mean_absolute_error: 131.5686 Epoch 3509/5000 148/148 [==============================] - 0s 27us/step - loss: 14918.7588 - mean_absolute_error: 71.8731 - val_loss: 28352.8079 - val_mean_absolute_error: 131.5505 Epoch 3510/5000 148/148 [==============================] - 0s 34us/step - loss: 14916.4971 - mean_absolute_error: 71.8652 - val_loss: 28346.0591 - val_mean_absolute_error: 131.5325 Epoch 3511/5000 148/148 [==============================] - 0s 34us/step - loss: 14914.2363 - mean_absolute_error: 71.8572 - val_loss: 28339.3216 - val_mean_absolute_error: 131.5145 Epoch 3512/5000 148/148 [==============================] - 0s 34us/step - loss: 14911.9814 - mean_absolute_error: 71.8493 - val_loss: 28332.5936 - val_mean_absolute_error: 131.4965 Epoch 3513/5000 148/148 [==============================] - 0s 34us/step - loss: 14909.7295 - mean_absolute_error: 71.8413 - val_loss: 28325.8735 - val_mean_absolute_error: 131.4785 Epoch 3514/5000 148/148 [==============================] - 0s 34us/step - loss: 14907.4785 - mean_absolute_error: 71.8334 - val_loss: 28319.1607 - val_mean_absolute_error: 131.4606 Epoch 3515/5000 148/148 [==============================] - 0s 27us/step - loss: 14905.2285 - mean_absolute_error: 71.8254 - val_loss: 28312.4577 - val_mean_absolute_error: 131.4427 Epoch 3516/5000 148/148 [==============================] - 0s 20us/step - loss: 14902.9814 - mean_absolute_error: 71.8175 - val_loss: 28305.7620 - val_mean_absolute_error: 131.4248 Epoch 3517/5000 148/148 [==============================] - 0s 27us/step - loss: 14900.7402 - mean_absolute_error: 71.8095 - val_loss: 28299.0721 - val_mean_absolute_error: 131.4069 Epoch 3518/5000 148/148 [==============================] - 0s 34us/step - loss: 14898.4951 - mean_absolute_error: 71.8016 - val_loss: 28292.3878 - val_mean_absolute_error: 131.3891 Epoch 3519/5000 148/148 [==============================] - 0s 34us/step - loss: 14896.2549 - mean_absolute_error: 71.7937 - val_loss: 28285.7131 - val_mean_absolute_error: 131.3713 Epoch 3520/5000 148/148 [==============================] - 0s 20us/step - loss: 14894.0156 - mean_absolute_error: 71.7858 - val_loss: 28279.0421 - val_mean_absolute_error: 131.3535 Epoch 3521/5000 148/148 [==============================] - 0s 27us/step - loss: 14891.7773 - mean_absolute_error: 71.7779 - val_loss: 28272.3768 - val_mean_absolute_error: 131.3357 Epoch 3522/5000 148/148 [==============================] - 0s 27us/step - loss: 14889.5391 - mean_absolute_error: 71.7700 - val_loss: 28265.7208 - val_mean_absolute_error: 131.3179 Epoch 3523/5000 148/148 [==============================] - 0s 27us/step - loss: 14887.3037 - mean_absolute_error: 71.7620 - val_loss: 28259.0784 - val_mean_absolute_error: 131.3003 Epoch 3524/5000 148/148 [==============================] - 0s 27us/step - loss: 14885.0693 - mean_absolute_error: 71.7541 - val_loss: 28252.4438 - val_mean_absolute_error: 131.2827 Epoch 3525/5000 148/148 [==============================] - 0s 27us/step - loss: 14882.8359 - mean_absolute_error: 71.7463 - val_loss: 28245.8147 - val_mean_absolute_error: 131.2651 Epoch 3526/5000 148/148 [==============================] - 0s 27us/step - loss: 14880.6045 - mean_absolute_error: 71.7384 - val_loss: 28239.1833 - val_mean_absolute_error: 131.2475 Epoch 3527/5000 148/148 [==============================] - 0s 27us/step - loss: 14878.3750 - mean_absolute_error: 71.7305 - val_loss: 28232.5616 - val_mean_absolute_error: 131.2300 Epoch 3528/5000 148/148 [==============================] - 0s 27us/step - loss: 14876.1436 - mean_absolute_error: 71.7226 - val_loss: 28225.9398 - val_mean_absolute_error: 131.2124 Epoch 3529/5000 148/148 [==============================] - 0s 20us/step - loss: 14873.9170 - mean_absolute_error: 71.7147 - val_loss: 28219.3257 - val_mean_absolute_error: 131.1948 Epoch 3530/5000 148/148 [==============================] - 0s 20us/step - loss: 14871.6875 - mean_absolute_error: 71.7068 - val_loss: 28212.7151 - val_mean_absolute_error: 131.1773 Epoch 3531/5000 148/148 [==============================] - 0s 27us/step - loss: 14869.4609 - mean_absolute_error: 71.6990 - val_loss: 28206.0987 - val_mean_absolute_error: 131.1597 Epoch 3532/5000 148/148 [==============================] - 0s 27us/step - loss: 14867.2334 - mean_absolute_error: 71.6911 - val_loss: 28199.4649 - val_mean_absolute_error: 131.1421 Epoch 3533/5000 148/148 [==============================] - 0s 27us/step - loss: 14865.0098 - mean_absolute_error: 71.6832 - val_loss: 28192.8351 - val_mean_absolute_error: 131.1245 Epoch 3534/5000 148/148 [==============================] - 0s 34us/step - loss: 14862.7852 - mean_absolute_error: 71.6753 - val_loss: 28186.2067 - val_mean_absolute_error: 131.1069 Epoch 3535/5000 148/148 [==============================] - 0s 34us/step - loss: 14860.5605 - mean_absolute_error: 71.6675 - val_loss: 28179.5802 - val_mean_absolute_error: 131.0893 Epoch 3536/5000 148/148 [==============================] - 0s 20us/step - loss: 14858.3379 - mean_absolute_error: 71.6596 - val_loss: 28172.9595 - val_mean_absolute_error: 131.0717 Epoch 3537/5000 148/148 [==============================] - 0s 27us/step - loss: 14856.1182 - mean_absolute_error: 71.6518 - val_loss: 28166.3423 - val_mean_absolute_error: 131.0541 Epoch 3538/5000 148/148 [==============================] - 0s 20us/step - loss: 14853.8955 - mean_absolute_error: 71.6439 - val_loss: 28159.7272 - val_mean_absolute_error: 131.0365 Epoch 3539/5000 148/148 [==============================] - 0s 20us/step - loss: 14851.6758 - mean_absolute_error: 71.6361 - val_loss: 28153.1159 - val_mean_absolute_error: 131.0189 Epoch 3540/5000 148/148 [==============================] - 0s 27us/step - loss: 14849.4541 - mean_absolute_error: 71.6286 - val_loss: 28146.5098 - val_mean_absolute_error: 131.0013 Epoch 3541/5000 148/148 [==============================] - 0s 27us/step - loss: 14847.2344 - mean_absolute_error: 71.6213 - val_loss: 28139.9003 - val_mean_absolute_error: 130.9838 Epoch 3542/5000 148/148 [==============================] - 0s 34us/step - loss: 14845.0186 - mean_absolute_error: 71.6140 - val_loss: 28133.2961 - val_mean_absolute_error: 130.9662 Epoch 3543/5000 148/148 [==============================] - 0s 27us/step - loss: 14842.7988 - mean_absolute_error: 71.6067 - val_loss: 28126.6939 - val_mean_absolute_error: 130.9486 Epoch 3544/5000 148/148 [==============================] - 0s 27us/step - loss: 14840.5830 - mean_absolute_error: 71.5993 - val_loss: 28120.0934 - val_mean_absolute_error: 130.9310 Epoch 3545/5000 148/148 [==============================] - 0s 27us/step - loss: 14838.3662 - mean_absolute_error: 71.5920 - val_loss: 28113.4984 - val_mean_absolute_error: 130.9135 Epoch 3546/5000 148/148 [==============================] - 0s 27us/step - loss: 14836.1504 - mean_absolute_error: 71.5847 - val_loss: 28106.9054 - val_mean_absolute_error: 130.8961 Epoch 3547/5000 148/148 [==============================] - 0s 41us/step - loss: 14833.9346 - mean_absolute_error: 71.5774 - val_loss: 28100.3143 - val_mean_absolute_error: 130.8786 Epoch 3548/5000 148/148 [==============================] - 0s 27us/step - loss: 14831.7178 - mean_absolute_error: 71.5701 - val_loss: 28093.7269 - val_mean_absolute_error: 130.8611 Epoch 3549/5000 148/148 [==============================] - 0s 27us/step - loss: 14829.5029 - mean_absolute_error: 71.5628 - val_loss: 28087.1433 - val_mean_absolute_error: 130.8437 Epoch 3550/5000 148/148 [==============================] - 0s 27us/step - loss: 14827.2910 - mean_absolute_error: 71.5555 - val_loss: 28080.5597 - val_mean_absolute_error: 130.8263 Epoch 3551/5000 148/148 [==============================] - 0s 20us/step - loss: 14825.0781 - mean_absolute_error: 71.5482 - val_loss: 28073.9813 - val_mean_absolute_error: 130.8088 Epoch 3552/5000 148/148 [==============================] - 0s 34us/step - loss: 14822.8652 - mean_absolute_error: 71.5409 - val_loss: 28067.4032 - val_mean_absolute_error: 130.7914 Epoch 3553/5000 148/148 [==============================] - 0s 34us/step - loss: 14820.6533 - mean_absolute_error: 71.5336 - val_loss: 28060.8286 - val_mean_absolute_error: 130.7740 Epoch 3554/5000 148/148 [==============================] - 0s 27us/step - loss: 14818.4424 - mean_absolute_error: 71.5263 - val_loss: 28054.2598 - val_mean_absolute_error: 130.7565 Epoch 3555/5000 148/148 [==============================] - 0s 27us/step - loss: 14816.2295 - mean_absolute_error: 71.5190 - val_loss: 28047.6910 - val_mean_absolute_error: 130.7391 Epoch 3556/5000 148/148 [==============================] - 0s 20us/step - loss: 14814.0215 - mean_absolute_error: 71.5117 - val_loss: 28041.1278 - val_mean_absolute_error: 130.7217 Epoch 3557/5000 148/148 [==============================] - 0s 27us/step - loss: 14811.8105 - mean_absolute_error: 71.5045 - val_loss: 28034.5607 - val_mean_absolute_error: 130.7043 Epoch 3558/5000 148/148 [==============================] - 0s 20us/step - loss: 14809.6016 - mean_absolute_error: 71.4972 - val_loss: 28028.0031 - val_mean_absolute_error: 130.6869 Epoch 3559/5000 148/148 [==============================] - 0s 34us/step - loss: 14807.3936 - mean_absolute_error: 71.4899 - val_loss: 28021.4433 - val_mean_absolute_error: 130.6695 Epoch 3560/5000 148/148 [==============================] - 0s 34us/step - loss: 14805.1855 - mean_absolute_error: 71.4826 - val_loss: 28014.8910 - val_mean_absolute_error: 130.6521 Epoch 3561/5000 148/148 [==============================] - 0s 34us/step - loss: 14802.9795 - mean_absolute_error: 71.4755 - val_loss: 28008.3351 - val_mean_absolute_error: 130.6347 Epoch 3562/5000 148/148 [==============================] - 0s 27us/step - loss: 14800.7705 - mean_absolute_error: 71.4684 - val_loss: 28001.7847 - val_mean_absolute_error: 130.6173 Epoch 3563/5000 148/148 [==============================] - 0s 20us/step - loss: 14798.5645 - mean_absolute_error: 71.4613 - val_loss: 27995.2339 - val_mean_absolute_error: 130.5999 Epoch 3564/5000 148/148 [==============================] - 0s 27us/step - loss: 14796.3584 - mean_absolute_error: 71.4542 - val_loss: 27988.6912 - val_mean_absolute_error: 130.5825 Epoch 3565/5000 148/148 [==============================] - 0s 27us/step - loss: 14794.1533 - mean_absolute_error: 71.4471 - val_loss: 27982.1501 - val_mean_absolute_error: 130.5652 Epoch 3566/5000 148/148 [==============================] - 0s 34us/step - loss: 14791.9492 - mean_absolute_error: 71.4400 - val_loss: 27975.6090 - val_mean_absolute_error: 130.5478 Epoch 3567/5000 148/148 [==============================] - 0s 20us/step - loss: 14789.7451 - mean_absolute_error: 71.4331 - val_loss: 27969.0697 - val_mean_absolute_error: 130.5304 Epoch 3568/5000 148/148 [==============================] - 0s 20us/step - loss: 14787.5410 - mean_absolute_error: 71.4262 - val_loss: 27962.5378 - val_mean_absolute_error: 130.5130 Epoch 3569/5000 148/148 [==============================] - 0s 20us/step - loss: 14785.3379 - mean_absolute_error: 71.4194 - val_loss: 27956.0001 - val_mean_absolute_error: 130.4957 Epoch 3570/5000 148/148 [==============================] - 0s 20us/step - loss: 14783.1338 - mean_absolute_error: 71.4126 - val_loss: 27949.4720 - val_mean_absolute_error: 130.4783 Epoch 3571/5000 148/148 [==============================] - 0s 27us/step - loss: 14780.9346 - mean_absolute_error: 71.4057 - val_loss: 27942.9455 - val_mean_absolute_error: 130.4610 Epoch 3572/5000 148/148 [==============================] - 0s 27us/step - loss: 14778.7295 - mean_absolute_error: 71.3989 - val_loss: 27936.4172 - val_mean_absolute_error: 130.4436 Epoch 3573/5000 148/148 [==============================] - 0s 27us/step - loss: 14776.5283 - mean_absolute_error: 71.3920 - val_loss: 27929.8985 - val_mean_absolute_error: 130.4263 Epoch 3574/5000 148/148 [==============================] - 0s 27us/step - loss: 14774.3291 - mean_absolute_error: 71.3852 - val_loss: 27923.3735 - val_mean_absolute_error: 130.4089 Epoch 3575/5000 148/148 [==============================] - 0s 27us/step - loss: 14772.1279 - mean_absolute_error: 71.3783 - val_loss: 27916.8604 - val_mean_absolute_error: 130.3916 Epoch 3576/5000 148/148 [==============================] - 0s 20us/step - loss: 14769.9287 - mean_absolute_error: 71.3715 - val_loss: 27910.3435 - val_mean_absolute_error: 130.3743 Epoch 3577/5000 148/148 [==============================] - 0s 20us/step - loss: 14767.7295 - mean_absolute_error: 71.3647 - val_loss: 27903.8296 - val_mean_absolute_error: 130.3569 Epoch 3578/5000 148/148 [==============================] - 0s 27us/step - loss: 14765.5322 - mean_absolute_error: 71.3578 - val_loss: 27897.3199 - val_mean_absolute_error: 130.3396 Epoch 3579/5000 148/148 [==============================] - 0s 20us/step - loss: 14763.3311 - mean_absolute_error: 71.3510 - val_loss: 27890.8122 - val_mean_absolute_error: 130.3223 Epoch 3580/5000 148/148 [==============================] - 0s 20us/step - loss: 14761.1348 - mean_absolute_error: 71.3442 - val_loss: 27884.3080 - val_mean_absolute_error: 130.3050 Epoch 3581/5000 148/148 [==============================] - 0s 27us/step - loss: 14758.9375 - mean_absolute_error: 71.3374 - val_loss: 27877.8058 - val_mean_absolute_error: 130.2877 Epoch 3582/5000 148/148 [==============================] - 0s 27us/step - loss: 14756.7412 - mean_absolute_error: 71.3305 - val_loss: 27871.3052 - val_mean_absolute_error: 130.2703 Epoch 3583/5000 148/148 [==============================] - 0s 34us/step - loss: 14754.5439 - mean_absolute_error: 71.3237 - val_loss: 27864.8065 - val_mean_absolute_error: 130.2531 Epoch 3584/5000 148/148 [==============================] - 0s 27us/step - loss: 14752.3467 - mean_absolute_error: 71.3169 - val_loss: 27858.3117 - val_mean_absolute_error: 130.2357 Epoch 3585/5000 148/148 [==============================] - 0s 27us/step - loss: 14750.1533 - mean_absolute_error: 71.3101 - val_loss: 27851.8183 - val_mean_absolute_error: 130.2185 Epoch 3586/5000 148/148 [==============================] - 0s 27us/step - loss: 14747.9561 - mean_absolute_error: 71.3033 - val_loss: 27845.3289 - val_mean_absolute_error: 130.2012 Epoch 3587/5000 148/148 [==============================] - 0s 27us/step - loss: 14745.7637 - mean_absolute_error: 71.2965 - val_loss: 27838.8394 - val_mean_absolute_error: 130.1839 Epoch 3588/5000 148/148 [==============================] - 0s 27us/step - loss: 14743.5693 - mean_absolute_error: 71.2896 - val_loss: 27832.3557 - val_mean_absolute_error: 130.1666 Epoch 3589/5000 148/148 [==============================] - 0s 27us/step - loss: 14741.3750 - mean_absolute_error: 71.2828 - val_loss: 27825.8718 - val_mean_absolute_error: 130.1493 Epoch 3590/5000 148/148 [==============================] - 0s 34us/step - loss: 14739.1826 - mean_absolute_error: 71.2760 - val_loss: 27819.3879 - val_mean_absolute_error: 130.1320 Epoch 3591/5000 148/148 [==============================] - 0s 27us/step - loss: 14736.9902 - mean_absolute_error: 71.2692 - val_loss: 27812.9132 - val_mean_absolute_error: 130.1148 Epoch 3592/5000 148/148 [==============================] - 0s 27us/step - loss: 14734.7969 - mean_absolute_error: 71.2624 - val_loss: 27806.4366 - val_mean_absolute_error: 130.0975 Epoch 3593/5000 148/148 [==============================] - 0s 27us/step - loss: 14732.6064 - mean_absolute_error: 71.2556 - val_loss: 27799.9640 - val_mean_absolute_error: 130.0802 Epoch 3594/5000 148/148 [==============================] - 0s 34us/step - loss: 14730.4160 - mean_absolute_error: 71.2488 - val_loss: 27793.4910 - val_mean_absolute_error: 130.0630 Epoch 3595/5000 148/148 [==============================] - 0s 27us/step - loss: 14728.2246 - mean_absolute_error: 71.2420 - val_loss: 27787.0241 - val_mean_absolute_error: 130.0457 Epoch 3596/5000 148/148 [==============================] - 0s 20us/step - loss: 14726.0342 - mean_absolute_error: 71.2352 - val_loss: 27780.5586 - val_mean_absolute_error: 130.0285 Epoch 3597/5000 148/148 [==============================] - 0s 27us/step - loss: 14723.8428 - mean_absolute_error: 71.2284 - val_loss: 27774.0910 - val_mean_absolute_error: 130.0112 Epoch 3598/5000 148/148 [==============================] - 0s 34us/step - loss: 14721.6553 - mean_absolute_error: 71.2217 - val_loss: 27767.6313 - val_mean_absolute_error: 129.9939 Epoch 3599/5000 148/148 [==============================] - 0s 20us/step - loss: 14719.4658 - mean_absolute_error: 71.2149 - val_loss: 27761.1733 - val_mean_absolute_error: 129.9767 Epoch 3600/5000 148/148 [==============================] - 0s 27us/step - loss: 14717.2773 - mean_absolute_error: 71.2081 - val_loss: 27754.7171 - val_mean_absolute_error: 129.9595 Epoch 3601/5000 148/148 [==============================] - 0s 27us/step - loss: 14715.0898 - mean_absolute_error: 71.2013 - val_loss: 27748.2608 - val_mean_absolute_error: 129.9423 Epoch 3602/5000 148/148 [==============================] - 0s 34us/step - loss: 14712.8984 - mean_absolute_error: 71.1945 - val_loss: 27741.8121 - val_mean_absolute_error: 129.9250 Epoch 3603/5000 148/148 [==============================] - 0s 27us/step - loss: 14710.7129 - mean_absolute_error: 71.1877 - val_loss: 27735.3653 - val_mean_absolute_error: 129.9078 Epoch 3604/5000 148/148 [==============================] - 0s 27us/step - loss: 14708.5273 - mean_absolute_error: 71.1810 - val_loss: 27728.9144 - val_mean_absolute_error: 129.8906 Epoch 3605/5000 148/148 [==============================] - 0s 27us/step - loss: 14706.3408 - mean_absolute_error: 71.1742 - val_loss: 27722.4714 - val_mean_absolute_error: 129.8734 Epoch 3606/5000 148/148 [==============================] - 0s 20us/step - loss: 14704.1533 - mean_absolute_error: 71.1674 - val_loss: 27716.0261 - val_mean_absolute_error: 129.8562 Epoch 3607/5000 148/148 [==============================] - 0s 27us/step - loss: 14701.9697 - mean_absolute_error: 71.1606 - val_loss: 27709.5887 - val_mean_absolute_error: 129.8389 Epoch 3608/5000 148/148 [==============================] - 0s 34us/step - loss: 14699.7842 - mean_absolute_error: 71.1539 - val_loss: 27703.1505 - val_mean_absolute_error: 129.8217 Epoch 3609/5000 148/148 [==============================] - 0s 27us/step - loss: 14697.5977 - mean_absolute_error: 71.1471 - val_loss: 27696.7150 - val_mean_absolute_error: 129.8045 Epoch 3610/5000 148/148 [==============================] - 0s 27us/step - loss: 14695.4160 - mean_absolute_error: 71.1403 - val_loss: 27690.2787 - val_mean_absolute_error: 129.7872 Epoch 3611/5000 148/148 [==============================] - 0s 27us/step - loss: 14693.2314 - mean_absolute_error: 71.1336 - val_loss: 27683.8486 - val_mean_absolute_error: 129.7699 Epoch 3612/5000 148/148 [==============================] - 0s 27us/step - loss: 14691.0488 - mean_absolute_error: 71.1268 - val_loss: 27677.4179 - val_mean_absolute_error: 129.7526 Epoch 3613/5000 148/148 [==============================] - 0s 20us/step - loss: 14688.8633 - mean_absolute_error: 71.1200 - val_loss: 27670.9931 - val_mean_absolute_error: 129.7353 Epoch 3614/5000 148/148 [==============================] - 0s 27us/step - loss: 14686.6826 - mean_absolute_error: 71.1133 - val_loss: 27664.5665 - val_mean_absolute_error: 129.7181 Epoch 3615/5000 148/148 [==============================] - 0s 20us/step - loss: 14684.4980 - mean_absolute_error: 71.1065 - val_loss: 27658.1432 - val_mean_absolute_error: 129.7008 Epoch 3616/5000 148/148 [==============================] - 0s 34us/step - loss: 14682.3193 - mean_absolute_error: 71.0998 - val_loss: 27651.7241 - val_mean_absolute_error: 129.6835 Epoch 3617/5000 148/148 [==============================] - 0s 34us/step - loss: 14680.1387 - mean_absolute_error: 71.0930 - val_loss: 27645.3028 - val_mean_absolute_error: 129.6662 Epoch 3618/5000 148/148 [==============================] - 0s 27us/step - loss: 14677.9541 - mean_absolute_error: 71.0863 - val_loss: 27638.8911 - val_mean_absolute_error: 129.6490 Epoch 3619/5000 148/148 [==============================] - 0s 20us/step - loss: 14675.7773 - mean_absolute_error: 71.0795 - val_loss: 27632.4752 - val_mean_absolute_error: 129.6317 Epoch 3620/5000 148/148 [==============================] - 0s 27us/step - loss: 14673.5947 - mean_absolute_error: 71.0728 - val_loss: 27626.0654 - val_mean_absolute_error: 129.6145 Epoch 3621/5000 148/148 [==============================] - 0s 34us/step - loss: 14671.4160 - mean_absolute_error: 71.0660 - val_loss: 27619.6568 - val_mean_absolute_error: 129.5972 Epoch 3622/5000 148/148 [==============================] - 0s 27us/step - loss: 14669.2363 - mean_absolute_error: 71.0593 - val_loss: 27613.2543 - val_mean_absolute_error: 129.5800 Epoch 3623/5000 148/148 [==============================] - 0s 27us/step - loss: 14667.0576 - mean_absolute_error: 71.0525 - val_loss: 27606.8457 - val_mean_absolute_error: 129.5627 Epoch 3624/5000 148/148 [==============================] - 0s 34us/step - loss: 14664.8770 - mean_absolute_error: 71.0458 - val_loss: 27600.4471 - val_mean_absolute_error: 129.5455 Epoch 3625/5000 148/148 [==============================] - 0s 34us/step - loss: 14662.6992 - mean_absolute_error: 71.0390 - val_loss: 27594.0457 - val_mean_absolute_error: 129.5282 Epoch 3626/5000 148/148 [==============================] - 0s 20us/step - loss: 14660.5215 - mean_absolute_error: 71.0323 - val_loss: 27587.6491 - val_mean_absolute_error: 129.5110 Epoch 3627/5000 148/148 [==============================] - 0s 34us/step - loss: 14658.3467 - mean_absolute_error: 71.0256 - val_loss: 27581.2552 - val_mean_absolute_error: 129.4938 Epoch 3628/5000 148/148 [==============================] - 0s 34us/step - loss: 14656.1689 - mean_absolute_error: 71.0188 - val_loss: 27574.8637 - val_mean_absolute_error: 129.4766 Epoch 3629/5000 148/148 [==============================] - 0s 34us/step - loss: 14653.9912 - mean_absolute_error: 71.0121 - val_loss: 27568.4701 - val_mean_absolute_error: 129.4593 Epoch 3630/5000 148/148 [==============================] - 0s 27us/step - loss: 14651.8154 - mean_absolute_error: 71.0054 - val_loss: 27562.0841 - val_mean_absolute_error: 129.4421 Epoch 3631/5000 148/148 [==============================] - 0s 20us/step - loss: 14649.6406 - mean_absolute_error: 70.9987 - val_loss: 27555.6939 - val_mean_absolute_error: 129.4249 Epoch 3632/5000 148/148 [==============================] - 0s 27us/step - loss: 14647.4648 - mean_absolute_error: 70.9919 - val_loss: 27549.3138 - val_mean_absolute_error: 129.4077 Epoch 3633/5000 148/148 [==============================] - 0s 27us/step - loss: 14645.2891 - mean_absolute_error: 70.9852 - val_loss: 27542.9272 - val_mean_absolute_error: 129.3905 Epoch 3634/5000 148/148 [==============================] - 0s 27us/step - loss: 14643.1152 - mean_absolute_error: 70.9785 - val_loss: 27536.5503 - val_mean_absolute_error: 129.3733 Epoch 3635/5000 148/148 [==============================] - 0s 27us/step - loss: 14640.9395 - mean_absolute_error: 70.9718 - val_loss: 27530.1716 - val_mean_absolute_error: 129.3561 Epoch 3636/5000 148/148 [==============================] - 0s 27us/step - loss: 14638.7666 - mean_absolute_error: 70.9650 - val_loss: 27523.7943 - val_mean_absolute_error: 129.3389 Epoch 3637/5000 148/148 [==============================] - 0s 27us/step - loss: 14636.5908 - mean_absolute_error: 70.9583 - val_loss: 27517.4251 - val_mean_absolute_error: 129.3217 Epoch 3638/5000 148/148 [==============================] - 0s 20us/step - loss: 14634.4209 - mean_absolute_error: 70.9516 - val_loss: 27511.0537 - val_mean_absolute_error: 129.3045 Epoch 3639/5000 148/148 [==============================] - 0s 27us/step - loss: 14632.2480 - mean_absolute_error: 70.9449 - val_loss: 27504.6841 - val_mean_absolute_error: 129.2873 Epoch 3640/5000 148/148 [==============================] - 0s 27us/step - loss: 14630.0762 - mean_absolute_error: 70.9382 - val_loss: 27498.3161 - val_mean_absolute_error: 129.2701 Epoch 3641/5000 148/148 [==============================] - 0s 20us/step - loss: 14627.9023 - mean_absolute_error: 70.9315 - val_loss: 27491.9542 - val_mean_absolute_error: 129.2529 Epoch 3642/5000 148/148 [==============================] - 0s 27us/step - loss: 14625.7314 - mean_absolute_error: 70.9248 - val_loss: 27485.5899 - val_mean_absolute_error: 129.2358 Epoch 3643/5000 148/148 [==============================] - 0s 34us/step - loss: 14623.5596 - mean_absolute_error: 70.9180 - val_loss: 27479.2317 - val_mean_absolute_error: 129.2186 Epoch 3644/5000 148/148 [==============================] - 0s 34us/step - loss: 14621.3906 - mean_absolute_error: 70.9113 - val_loss: 27472.8749 - val_mean_absolute_error: 129.2014 Epoch 3645/5000 148/148 [==============================] - 0s 27us/step - loss: 14619.2178 - mean_absolute_error: 70.9046 - val_loss: 27466.5203 - val_mean_absolute_error: 129.1843 Epoch 3646/5000 148/148 [==============================] - 0s 27us/step - loss: 14617.0488 - mean_absolute_error: 70.8979 - val_loss: 27460.1669 - val_mean_absolute_error: 129.1671 Epoch 3647/5000 148/148 [==============================] - 0s 27us/step - loss: 14614.8799 - mean_absolute_error: 70.8912 - val_loss: 27453.8159 - val_mean_absolute_error: 129.1499 Epoch 3648/5000 148/148 [==============================] - 0s 20us/step - loss: 14612.7090 - mean_absolute_error: 70.8845 - val_loss: 27447.4684 - val_mean_absolute_error: 129.1328 Epoch 3649/5000 148/148 [==============================] - 0s 41us/step - loss: 14610.5391 - mean_absolute_error: 70.8778 - val_loss: 27441.1189 - val_mean_absolute_error: 129.1156 Epoch 3650/5000 148/148 [==============================] - 0s 20us/step - loss: 14608.3701 - mean_absolute_error: 70.8711 - val_loss: 27434.7735 - val_mean_absolute_error: 129.0985 Epoch 3651/5000 148/148 [==============================] - 0s 20us/step - loss: 14606.2012 - mean_absolute_error: 70.8644 - val_loss: 27428.4315 - val_mean_absolute_error: 129.0814 Epoch 3652/5000 148/148 [==============================] - 0s 27us/step - loss: 14604.0322 - mean_absolute_error: 70.8577 - val_loss: 27422.0934 - val_mean_absolute_error: 129.0642 Epoch 3653/5000 148/148 [==============================] - 0s 27us/step - loss: 14601.8662 - mean_absolute_error: 70.8511 - val_loss: 27415.7531 - val_mean_absolute_error: 129.0471 Epoch 3654/5000 148/148 [==============================] - 0s 20us/step - loss: 14599.6973 - mean_absolute_error: 70.8444 - val_loss: 27409.4184 - val_mean_absolute_error: 129.0299 Epoch 3655/5000 148/148 [==============================] - 0s 20us/step - loss: 14597.5322 - mean_absolute_error: 70.8377 - val_loss: 27403.0840 - val_mean_absolute_error: 129.0128 Epoch 3656/5000 148/148 [==============================] - 0s 34us/step - loss: 14595.3652 - mean_absolute_error: 70.8310 - val_loss: 27396.7512 - val_mean_absolute_error: 128.9957 Epoch 3657/5000 148/148 [==============================] - 0s 27us/step - loss: 14593.1973 - mean_absolute_error: 70.8243 - val_loss: 27390.4221 - val_mean_absolute_error: 128.9785 Epoch 3658/5000 148/148 [==============================] - 0s 20us/step - loss: 14591.0342 - mean_absolute_error: 70.8176 - val_loss: 27384.0949 - val_mean_absolute_error: 128.9614 Epoch 3659/5000 148/148 [==============================] - 0s 27us/step - loss: 14588.8662 - mean_absolute_error: 70.8110 - val_loss: 27377.7694 - val_mean_absolute_error: 128.9443 Epoch 3660/5000 148/148 [==============================] - 0s 27us/step - loss: 14586.7012 - mean_absolute_error: 70.8043 - val_loss: 27371.4461 - val_mean_absolute_error: 128.9272 Epoch 3661/5000 148/148 [==============================] - 0s 27us/step - loss: 14584.5371 - mean_absolute_error: 70.7976 - val_loss: 27365.1223 - val_mean_absolute_error: 128.9101 Epoch 3662/5000 148/148 [==============================] - 0s 27us/step - loss: 14582.3721 - mean_absolute_error: 70.7909 - val_loss: 27358.8044 - val_mean_absolute_error: 128.8930 Epoch 3663/5000 148/148 [==============================] - 0s 27us/step - loss: 14580.2080 - mean_absolute_error: 70.7842 - val_loss: 27352.4883 - val_mean_absolute_error: 128.8759 Epoch 3664/5000 148/148 [==============================] - 0s 27us/step - loss: 14578.0459 - mean_absolute_error: 70.7776 - val_loss: 27346.1699 - val_mean_absolute_error: 128.8588 Epoch 3665/5000 148/148 [==============================] - 0s 34us/step - loss: 14575.8799 - mean_absolute_error: 70.7709 - val_loss: 27339.8576 - val_mean_absolute_error: 128.8417 Epoch 3666/5000 148/148 [==============================] - 0s 27us/step - loss: 14573.7178 - mean_absolute_error: 70.7642 - val_loss: 27333.5449 - val_mean_absolute_error: 128.8246 Epoch 3667/5000 148/148 [==============================] - 0s 27us/step - loss: 14571.5537 - mean_absolute_error: 70.7575 - val_loss: 27327.2420 - val_mean_absolute_error: 128.8075 Epoch 3668/5000 148/148 [==============================] - 0s 27us/step - loss: 14569.3906 - mean_absolute_error: 70.7509 - val_loss: 27320.9330 - val_mean_absolute_error: 128.7904 Epoch 3669/5000 148/148 [==============================] - 0s 27us/step - loss: 14567.2314 - mean_absolute_error: 70.7442 - val_loss: 27314.6258 - val_mean_absolute_error: 128.7734 Epoch 3670/5000 148/148 [==============================] - 0s 27us/step - loss: 14565.0674 - mean_absolute_error: 70.7376 - val_loss: 27308.3226 - val_mean_absolute_error: 128.7563 Epoch 3671/5000 148/148 [==============================] - 0s 34us/step - loss: 14562.9072 - mean_absolute_error: 70.7311 - val_loss: 27302.0209 - val_mean_absolute_error: 128.7392 Epoch 3672/5000 148/148 [==============================] - 0s 27us/step - loss: 14560.7432 - mean_absolute_error: 70.7246 - val_loss: 27295.7191 - val_mean_absolute_error: 128.7221 Epoch 3673/5000 148/148 [==============================] - 0s 20us/step - loss: 14558.5830 - mean_absolute_error: 70.7181 - val_loss: 27289.4253 - val_mean_absolute_error: 128.7050 Epoch 3674/5000 148/148 [==============================] - 0s 27us/step - loss: 14556.4219 - mean_absolute_error: 70.7116 - val_loss: 27283.1311 - val_mean_absolute_error: 128.6880 Epoch 3675/5000 148/148 [==============================] - 0s 27us/step - loss: 14554.2617 - mean_absolute_error: 70.7051 - val_loss: 27276.8370 - val_mean_absolute_error: 128.6709 Epoch 3676/5000 148/148 [==============================] - 0s 20us/step - loss: 14552.1035 - mean_absolute_error: 70.6986 - val_loss: 27270.5447 - val_mean_absolute_error: 128.6538 Epoch 3677/5000 148/148 [==============================] - 0s 27us/step - loss: 14549.9424 - mean_absolute_error: 70.6921 - val_loss: 27264.2559 - val_mean_absolute_error: 128.6368 Epoch 3678/5000 148/148 [==============================] - 0s 27us/step - loss: 14547.7822 - mean_absolute_error: 70.6856 - val_loss: 27257.9693 - val_mean_absolute_error: 128.6197 Epoch 3679/5000 148/148 [==============================] - 0s 34us/step - loss: 14545.6230 - mean_absolute_error: 70.6792 - val_loss: 27251.6822 - val_mean_absolute_error: 128.6027 Epoch 3680/5000 148/148 [==============================] - 0s 27us/step - loss: 14543.4658 - mean_absolute_error: 70.6727 - val_loss: 27245.4011 - val_mean_absolute_error: 128.5856 Epoch 3681/5000 148/148 [==============================] - 0s 34us/step - loss: 14541.3076 - mean_absolute_error: 70.6662 - val_loss: 27239.1236 - val_mean_absolute_error: 128.5686 Epoch 3682/5000 148/148 [==============================] - 0s 27us/step - loss: 14539.1484 - mean_absolute_error: 70.6597 - val_loss: 27232.8402 - val_mean_absolute_error: 128.5516 Epoch 3683/5000 148/148 [==============================] - 0s 27us/step - loss: 14536.9902 - mean_absolute_error: 70.6532 - val_loss: 27226.5570 - val_mean_absolute_error: 128.5345 Epoch 3684/5000 148/148 [==============================] - 0s 34us/step - loss: 14534.8330 - mean_absolute_error: 70.6468 - val_loss: 27220.2714 - val_mean_absolute_error: 128.5175 Epoch 3685/5000 148/148 [==============================] - 0s 34us/step - loss: 14532.6758 - mean_absolute_error: 70.6405 - val_loss: 27213.9858 - val_mean_absolute_error: 128.5004 Epoch 3686/5000 148/148 [==============================] - 0s 27us/step - loss: 14530.5205 - mean_absolute_error: 70.6343 - val_loss: 27207.7020 - val_mean_absolute_error: 128.4833 Epoch 3687/5000 148/148 [==============================] - 0s 27us/step - loss: 14528.3633 - mean_absolute_error: 70.6281 - val_loss: 27201.4224 - val_mean_absolute_error: 128.4663 Epoch 3688/5000 148/148 [==============================] - 0s 27us/step - loss: 14526.2061 - mean_absolute_error: 70.6218 - val_loss: 27195.1420 - val_mean_absolute_error: 128.4493 Epoch 3689/5000 148/148 [==============================] - 0s 20us/step - loss: 14524.0508 - mean_absolute_error: 70.6156 - val_loss: 27188.8658 - val_mean_absolute_error: 128.4322 Epoch 3690/5000 148/148 [==============================] - 0s 27us/step - loss: 14521.8936 - mean_absolute_error: 70.6094 - val_loss: 27182.5873 - val_mean_absolute_error: 128.4152 Epoch 3691/5000 148/148 [==============================] - 0s 27us/step - loss: 14519.7383 - mean_absolute_error: 70.6032 - val_loss: 27176.3146 - val_mean_absolute_error: 128.3982 Epoch 3692/5000 148/148 [==============================] - 0s 27us/step - loss: 14517.5830 - mean_absolute_error: 70.5970 - val_loss: 27170.0439 - val_mean_absolute_error: 128.3811 Epoch 3693/5000 148/148 [==============================] - 0s 20us/step - loss: 14515.4277 - mean_absolute_error: 70.5907 - val_loss: 27163.7750 - val_mean_absolute_error: 128.3641 Epoch 3694/5000 148/148 [==============================] - 0s 27us/step - loss: 14513.2754 - mean_absolute_error: 70.5845 - val_loss: 27157.5057 - val_mean_absolute_error: 128.3471 Epoch 3695/5000 148/148 [==============================] - 0s 34us/step - loss: 14511.1221 - mean_absolute_error: 70.5783 - val_loss: 27151.2403 - val_mean_absolute_error: 128.3300 Epoch 3696/5000 148/148 [==============================] - 0s 34us/step - loss: 14508.9648 - mean_absolute_error: 70.5721 - val_loss: 27144.9749 - val_mean_absolute_error: 128.3130 Epoch 3697/5000 148/148 [==============================] - 0s 34us/step - loss: 14506.8125 - mean_absolute_error: 70.5659 - val_loss: 27138.7133 - val_mean_absolute_error: 128.2960 Epoch 3698/5000 148/148 [==============================] - 0s 27us/step - loss: 14504.6602 - mean_absolute_error: 70.5597 - val_loss: 27132.4537 - val_mean_absolute_error: 128.2790 Epoch 3699/5000 148/148 [==============================] - 0s 27us/step - loss: 14502.5049 - mean_absolute_error: 70.5535 - val_loss: 27126.1936 - val_mean_absolute_error: 128.2620 Epoch 3700/5000 148/148 [==============================] - 0s 27us/step - loss: 14500.3535 - mean_absolute_error: 70.5473 - val_loss: 27119.9413 - val_mean_absolute_error: 128.2450 Epoch 3701/5000 148/148 [==============================] - 0s 27us/step - loss: 14498.2012 - mean_absolute_error: 70.5411 - val_loss: 27113.6851 - val_mean_absolute_error: 128.2280 Epoch 3702/5000 148/148 [==============================] - 0s 27us/step - loss: 14496.0488 - mean_absolute_error: 70.5349 - val_loss: 27107.4323 - val_mean_absolute_error: 128.2110 Epoch 3703/5000 148/148 [==============================] - 0s 34us/step - loss: 14493.8955 - mean_absolute_error: 70.5287 - val_loss: 27101.1798 - val_mean_absolute_error: 128.1940 Epoch 3704/5000 148/148 [==============================] - 0s 34us/step - loss: 14491.7451 - mean_absolute_error: 70.5225 - val_loss: 27094.9311 - val_mean_absolute_error: 128.1770 Epoch 3705/5000 148/148 [==============================] - 0s 20us/step - loss: 14489.5947 - mean_absolute_error: 70.5163 - val_loss: 27088.6839 - val_mean_absolute_error: 128.1600 Epoch 3706/5000 148/148 [==============================] - 0s 27us/step - loss: 14487.4443 - mean_absolute_error: 70.5101 - val_loss: 27082.4386 - val_mean_absolute_error: 128.1430 Epoch 3707/5000 148/148 [==============================] - 0s 27us/step - loss: 14485.2920 - mean_absolute_error: 70.5039 - val_loss: 27076.1994 - val_mean_absolute_error: 128.1260 Epoch 3708/5000 148/148 [==============================] - 0s 20us/step - loss: 14483.1416 - mean_absolute_error: 70.4977 - val_loss: 27069.9539 - val_mean_absolute_error: 128.1090 Epoch 3709/5000 148/148 [==============================] - 0s 41us/step - loss: 14480.9912 - mean_absolute_error: 70.4915 - val_loss: 27063.7123 - val_mean_absolute_error: 128.0920 Epoch 3710/5000 148/148 [==============================] - 0s 34us/step - loss: 14478.8428 - mean_absolute_error: 70.4853 - val_loss: 27057.4743 - val_mean_absolute_error: 128.0751 Epoch 3711/5000 148/148 [==============================] - 0s 20us/step - loss: 14476.6924 - mean_absolute_error: 70.4791 - val_loss: 27051.2423 - val_mean_absolute_error: 128.0581 Epoch 3712/5000 148/148 [==============================] - 0s 27us/step - loss: 14474.5420 - mean_absolute_error: 70.4729 - val_loss: 27045.0061 - val_mean_absolute_error: 128.0411 Epoch 3713/5000 148/148 [==============================] - 0s 20us/step - loss: 14472.3955 - mean_absolute_error: 70.4667 - val_loss: 27038.7754 - val_mean_absolute_error: 128.0242 Epoch 3714/5000 148/148 [==============================] - 0s 27us/step - loss: 14470.2451 - mean_absolute_error: 70.4605 - val_loss: 27032.5430 - val_mean_absolute_error: 128.0072 Epoch 3715/5000 148/148 [==============================] - 0s 20us/step - loss: 14468.0947 - mean_absolute_error: 70.4543 - val_loss: 27026.3183 - val_mean_absolute_error: 127.9903 Epoch 3716/5000 148/148 [==============================] - 0s 27us/step - loss: 14465.9473 - mean_absolute_error: 70.4482 - val_loss: 27020.0894 - val_mean_absolute_error: 127.9738 Epoch 3717/5000 148/148 [==============================] - 0s 27us/step - loss: 14463.7988 - mean_absolute_error: 70.4420 - val_loss: 27013.8662 - val_mean_absolute_error: 127.9572 Epoch 3718/5000 148/148 [==============================] - 0s 27us/step - loss: 14461.6523 - mean_absolute_error: 70.4358 - val_loss: 27007.6411 - val_mean_absolute_error: 127.9407 Epoch 3719/5000 148/148 [==============================] - 0s 27us/step - loss: 14459.5029 - mean_absolute_error: 70.4296 - val_loss: 27001.4198 - val_mean_absolute_error: 127.9242 Epoch 3720/5000 148/148 [==============================] - 0s 27us/step - loss: 14457.3564 - mean_absolute_error: 70.4234 - val_loss: 26995.2003 - val_mean_absolute_error: 127.9076 Epoch 3721/5000 148/148 [==============================] - 0s 27us/step - loss: 14455.2109 - mean_absolute_error: 70.4172 - val_loss: 26988.9786 - val_mean_absolute_error: 127.8911 Epoch 3722/5000 148/148 [==============================] - 0s 27us/step - loss: 14453.0645 - mean_absolute_error: 70.4110 - val_loss: 26982.7608 - val_mean_absolute_error: 127.8746 Epoch 3723/5000 148/148 [==============================] - 0s 41us/step - loss: 14450.9170 - mean_absolute_error: 70.4049 - val_loss: 26976.5486 - val_mean_absolute_error: 127.8581 Epoch 3724/5000 148/148 [==============================] - 0s 27us/step - loss: 14448.7705 - mean_absolute_error: 70.3987 - val_loss: 26970.3385 - val_mean_absolute_error: 127.8416 Epoch 3725/5000 148/148 [==============================] - 0s 27us/step - loss: 14446.6250 - mean_absolute_error: 70.3925 - val_loss: 26964.1241 - val_mean_absolute_error: 127.8250 Epoch 3726/5000 148/148 [==============================] - 0s 27us/step - loss: 14444.4814 - mean_absolute_error: 70.3863 - val_loss: 26957.9157 - val_mean_absolute_error: 127.8085 Epoch 3727/5000 148/148 [==============================] - 0s 27us/step - loss: 14442.3340 - mean_absolute_error: 70.3801 - val_loss: 26951.7089 - val_mean_absolute_error: 127.7920 Epoch 3728/5000 148/148 [==============================] - 0s 34us/step - loss: 14440.1895 - mean_absolute_error: 70.3740 - val_loss: 26945.5060 - val_mean_absolute_error: 127.7755 Epoch 3729/5000 148/148 [==============================] - 0s 34us/step - loss: 14438.0439 - mean_absolute_error: 70.3678 - val_loss: 26939.3028 - val_mean_absolute_error: 127.7590 Epoch 3730/5000 148/148 [==============================] - 0s 27us/step - loss: 14435.9004 - mean_absolute_error: 70.3616 - val_loss: 26933.0996 - val_mean_absolute_error: 127.7425 Epoch 3731/5000 148/148 [==============================] - 0s 27us/step - loss: 14433.7568 - mean_absolute_error: 70.3554 - val_loss: 26926.8983 - val_mean_absolute_error: 127.7260 Epoch 3732/5000 148/148 [==============================] - 0s 20us/step - loss: 14431.6094 - mean_absolute_error: 70.3493 - val_loss: 26920.7026 - val_mean_absolute_error: 127.7095 Epoch 3733/5000 148/148 [==============================] - 0s 20us/step - loss: 14429.4678 - mean_absolute_error: 70.3431 - val_loss: 26914.5030 - val_mean_absolute_error: 127.6930 Epoch 3734/5000 148/148 [==============================] - 0s 27us/step - loss: 14427.3242 - mean_absolute_error: 70.3369 - val_loss: 26908.3094 - val_mean_absolute_error: 127.6765 Epoch 3735/5000 148/148 [==============================] - 0s 34us/step - loss: 14425.1826 - mean_absolute_error: 70.3307 - val_loss: 26902.1152 - val_mean_absolute_error: 127.6600 Epoch 3736/5000 148/148 [==============================] - 0s 27us/step - loss: 14423.0391 - mean_absolute_error: 70.3246 - val_loss: 26895.9192 - val_mean_absolute_error: 127.6435 Epoch 3737/5000 148/148 [==============================] - 0s 20us/step - loss: 14420.8965 - mean_absolute_error: 70.3184 - val_loss: 26889.7289 - val_mean_absolute_error: 127.6271 Epoch 3738/5000 148/148 [==============================] - 0s 20us/step - loss: 14418.7529 - mean_absolute_error: 70.3122 - val_loss: 26883.5423 - val_mean_absolute_error: 127.6106 Epoch 3739/5000 148/148 [==============================] - 0s 27us/step - loss: 14416.6084 - mean_absolute_error: 70.3061 - val_loss: 26877.3558 - val_mean_absolute_error: 127.5941 Epoch 3740/5000 148/148 [==============================] - 0s 27us/step - loss: 14414.4697 - mean_absolute_error: 70.2999 - val_loss: 26871.1747 - val_mean_absolute_error: 127.5776 Epoch 3741/5000 148/148 [==============================] - 0s 27us/step - loss: 14412.3281 - mean_absolute_error: 70.2937 - val_loss: 26864.9897 - val_mean_absolute_error: 127.5611 Epoch 3742/5000 148/148 [==============================] - 0s 34us/step - loss: 14410.1855 - mean_absolute_error: 70.2876 - val_loss: 26858.8085 - val_mean_absolute_error: 127.5447 Epoch 3743/5000 148/148 [==============================] - 0s 27us/step - loss: 14408.0459 - mean_absolute_error: 70.2814 - val_loss: 26852.6253 - val_mean_absolute_error: 127.5282 Epoch 3744/5000 148/148 [==============================] - 0s 27us/step - loss: 14405.9033 - mean_absolute_error: 70.2753 - val_loss: 26846.4478 - val_mean_absolute_error: 127.5117 Epoch 3745/5000 148/148 [==============================] - 0s 20us/step - loss: 14403.7637 - mean_absolute_error: 70.2691 - val_loss: 26840.2743 - val_mean_absolute_error: 127.4953 Epoch 3746/5000 148/148 [==============================] - 0s 34us/step - loss: 14401.6221 - mean_absolute_error: 70.2629 - val_loss: 26834.0983 - val_mean_absolute_error: 127.4788 Epoch 3747/5000 148/148 [==============================] - 0s 34us/step - loss: 14399.4834 - mean_absolute_error: 70.2568 - val_loss: 26827.9226 - val_mean_absolute_error: 127.4623 Epoch 3748/5000 148/148 [==============================] - 0s 27us/step - loss: 14397.3428 - mean_absolute_error: 70.2506 - val_loss: 26821.7506 - val_mean_absolute_error: 127.4459 Epoch 3749/5000 148/148 [==============================] - 0s 27us/step - loss: 14395.2031 - mean_absolute_error: 70.2445 - val_loss: 26815.5821 - val_mean_absolute_error: 127.4294 Epoch 3750/5000 148/148 [==============================] - 0s 20us/step - loss: 14393.0654 - mean_absolute_error: 70.2385 - val_loss: 26809.4117 - val_mean_absolute_error: 127.4130 Epoch 3751/5000 148/148 [==============================] - 0s 20us/step - loss: 14390.9277 - mean_absolute_error: 70.2325 - val_loss: 26803.2488 - val_mean_absolute_error: 127.3965 Epoch 3752/5000 148/148 [==============================] - 0s 27us/step - loss: 14388.7891 - mean_absolute_error: 70.2264 - val_loss: 26797.0844 - val_mean_absolute_error: 127.3801 Epoch 3753/5000 148/148 [==============================] - 0s 27us/step - loss: 14386.6523 - mean_absolute_error: 70.2204 - val_loss: 26790.9215 - val_mean_absolute_error: 127.3639 Epoch 3754/5000 148/148 [==============================] - 0s 20us/step - loss: 14384.5156 - mean_absolute_error: 70.2143 - val_loss: 26784.7603 - val_mean_absolute_error: 127.3476 Epoch 3755/5000 148/148 [==============================] - 0s 27us/step - loss: 14382.3779 - mean_absolute_error: 70.2083 - val_loss: 26778.6029 - val_mean_absolute_error: 127.3314 Epoch 3756/5000 148/148 [==============================] - 0s 34us/step - loss: 14380.2432 - mean_absolute_error: 70.2023 - val_loss: 26772.4454 - val_mean_absolute_error: 127.3151 Epoch 3757/5000 148/148 [==============================] - 0s 27us/step - loss: 14378.1045 - mean_absolute_error: 70.1962 - val_loss: 26766.2902 - val_mean_absolute_error: 127.2989 Epoch 3758/5000 148/148 [==============================] - 0s 27us/step - loss: 14375.9697 - mean_absolute_error: 70.1902 - val_loss: 26760.1341 - val_mean_absolute_error: 127.2827 Epoch 3759/5000 148/148 [==============================] - 0s 27us/step - loss: 14373.8340 - mean_absolute_error: 70.1842 - val_loss: 26753.9843 - val_mean_absolute_error: 127.2664 Epoch 3760/5000 148/148 [==============================] - 0s 27us/step - loss: 14371.6992 - mean_absolute_error: 70.1781 - val_loss: 26747.8359 - val_mean_absolute_error: 127.2502 Epoch 3761/5000 148/148 [==============================] - 0s 27us/step - loss: 14369.5645 - mean_absolute_error: 70.1721 - val_loss: 26741.6876 - val_mean_absolute_error: 127.2340 Epoch 3762/5000 148/148 [==============================] - 0s 27us/step - loss: 14367.4307 - mean_absolute_error: 70.1661 - val_loss: 26735.5395 - val_mean_absolute_error: 127.2177 Epoch 3763/5000 148/148 [==============================] - 0s 27us/step - loss: 14365.2939 - mean_absolute_error: 70.1600 - val_loss: 26729.3950 - val_mean_absolute_error: 127.2015 Epoch 3764/5000 148/148 [==============================] - 0s 20us/step - loss: 14363.1602 - mean_absolute_error: 70.1540 - val_loss: 26723.2501 - val_mean_absolute_error: 127.1853 Epoch 3765/5000 148/148 [==============================] - 0s 34us/step - loss: 14361.0273 - mean_absolute_error: 70.1480 - val_loss: 26717.1054 - val_mean_absolute_error: 127.1690 Epoch 3766/5000 148/148 [==============================] - 0s 27us/step - loss: 14358.8936 - mean_absolute_error: 70.1420 - val_loss: 26710.9682 - val_mean_absolute_error: 127.1528 Epoch 3767/5000 148/148 [==============================] - 0s 20us/step - loss: 14356.7588 - mean_absolute_error: 70.1359 - val_loss: 26704.8272 - val_mean_absolute_error: 127.1368 Epoch 3768/5000 148/148 [==============================] - 0s 34us/step - loss: 14354.6270 - mean_absolute_error: 70.1299 - val_loss: 26698.6896 - val_mean_absolute_error: 127.1208 Epoch 3769/5000 148/148 [==============================] - 0s 20us/step - loss: 14352.4932 - mean_absolute_error: 70.1239 - val_loss: 26692.5312 - val_mean_absolute_error: 127.1046 Epoch 3770/5000 148/148 [==============================] - 0s 27us/step - loss: 14350.3613 - mean_absolute_error: 70.1179 - val_loss: 26686.3763 - val_mean_absolute_error: 127.0885 Epoch 3771/5000 148/148 [==============================] - 0s 20us/step - loss: 14348.2295 - mean_absolute_error: 70.1118 - val_loss: 26680.2211 - val_mean_absolute_error: 127.0723 Epoch 3772/5000 148/148 [==============================] - 0s 27us/step - loss: 14346.0967 - mean_absolute_error: 70.1058 - val_loss: 26674.0659 - val_mean_absolute_error: 127.0562 Epoch 3773/5000 148/148 [==============================] - 0s 27us/step - loss: 14343.9648 - mean_absolute_error: 70.0998 - val_loss: 26667.9168 - val_mean_absolute_error: 127.0400 Epoch 3774/5000 148/148 [==============================] - 0s 27us/step - loss: 14341.8330 - mean_absolute_error: 70.0938 - val_loss: 26661.7635 - val_mean_absolute_error: 127.0239 Epoch 3775/5000 148/148 [==============================] - 0s 27us/step - loss: 14339.7041 - mean_absolute_error: 70.0877 - val_loss: 26655.6176 - val_mean_absolute_error: 127.0078 Epoch 3776/5000 148/148 [==============================] - 0s 34us/step - loss: 14337.5713 - mean_absolute_error: 70.0817 - val_loss: 26649.4719 - val_mean_absolute_error: 126.9916 Epoch 3777/5000 148/148 [==============================] - 0s 27us/step - loss: 14335.4404 - mean_absolute_error: 70.0757 - val_loss: 26643.3279 - val_mean_absolute_error: 126.9755 Epoch 3778/5000 148/148 [==============================] - 0s 34us/step - loss: 14333.3096 - mean_absolute_error: 70.0697 - val_loss: 26637.1839 - val_mean_absolute_error: 126.9593 Epoch 3779/5000 148/148 [==============================] - 0s 27us/step - loss: 14331.1787 - mean_absolute_error: 70.0637 - val_loss: 26631.0416 - val_mean_absolute_error: 126.9432 Epoch 3780/5000 148/148 [==============================] - 0s 27us/step - loss: 14329.0488 - mean_absolute_error: 70.0577 - val_loss: 26624.9031 - val_mean_absolute_error: 126.9271 Epoch 3781/5000 148/148 [==============================] - 0s 34us/step - loss: 14326.9189 - mean_absolute_error: 70.0516 - val_loss: 26618.7623 - val_mean_absolute_error: 126.9109 Epoch 3782/5000 148/148 [==============================] - 0s 34us/step - loss: 14324.7891 - mean_absolute_error: 70.0456 - val_loss: 26612.6239 - val_mean_absolute_error: 126.8948 Epoch 3783/5000 148/148 [==============================] - 0s 20us/step - loss: 14322.6592 - mean_absolute_error: 70.0396 - val_loss: 26606.4870 - val_mean_absolute_error: 126.8787 Epoch 3784/5000 148/148 [==============================] - 0s 34us/step - loss: 14320.5303 - mean_absolute_error: 70.0336 - val_loss: 26600.3481 - val_mean_absolute_error: 126.8625 Epoch 3785/5000 148/148 [==============================] - 0s 34us/step - loss: 14318.4004 - mean_absolute_error: 70.0276 - val_loss: 26594.2112 - val_mean_absolute_error: 126.8464 Epoch 3786/5000 148/148 [==============================] - 0s 27us/step - loss: 14316.2715 - mean_absolute_error: 70.0216 - val_loss: 26588.0739 - val_mean_absolute_error: 126.8302 Epoch 3787/5000 148/148 [==============================] - 0s 34us/step - loss: 14314.1416 - mean_absolute_error: 70.0156 - val_loss: 26581.9389 - val_mean_absolute_error: 126.8140 Epoch 3788/5000 148/148 [==============================] - 0s 20us/step - loss: 14312.0137 - mean_absolute_error: 70.0096 - val_loss: 26575.8032 - val_mean_absolute_error: 126.7979 Epoch 3789/5000 148/148 [==============================] - 0s 27us/step - loss: 14309.8848 - mean_absolute_error: 70.0035 - val_loss: 26569.6676 - val_mean_absolute_error: 126.7818 Epoch 3790/5000 148/148 [==============================] - 0s 34us/step - loss: 14307.7588 - mean_absolute_error: 69.9975 - val_loss: 26563.5378 - val_mean_absolute_error: 126.7656 Epoch 3791/5000 148/148 [==============================] - 0s 34us/step - loss: 14305.6299 - mean_absolute_error: 69.9915 - val_loss: 26557.4079 - val_mean_absolute_error: 126.7495 Epoch 3792/5000 148/148 [==============================] - 0s 34us/step - loss: 14303.5020 - mean_absolute_error: 69.9855 - val_loss: 26551.2779 - val_mean_absolute_error: 126.7333 Epoch 3793/5000 148/148 [==============================] - 0s 34us/step - loss: 14301.3730 - mean_absolute_error: 69.9795 - val_loss: 26545.1521 - val_mean_absolute_error: 126.7172 Epoch 3794/5000 148/148 [==============================] - 0s 27us/step - loss: 14299.2480 - mean_absolute_error: 69.9735 - val_loss: 26539.0276 - val_mean_absolute_error: 126.7010 Epoch 3795/5000 148/148 [==============================] - 0s 27us/step - loss: 14297.1201 - mean_absolute_error: 69.9675 - val_loss: 26532.9012 - val_mean_absolute_error: 126.6849 Epoch 3796/5000 148/148 [==============================] - 0s 34us/step - loss: 14294.9951 - mean_absolute_error: 69.9615 - val_loss: 26526.7784 - val_mean_absolute_error: 126.6688 Epoch 3797/5000 148/148 [==============================] - 0s 27us/step - loss: 14292.8682 - mean_absolute_error: 69.9555 - val_loss: 26520.6576 - val_mean_absolute_error: 126.6526 Epoch 3798/5000 148/148 [==============================] - 0s 34us/step - loss: 14290.7412 - mean_absolute_error: 69.9495 - val_loss: 26514.5368 - val_mean_absolute_error: 126.6364 Epoch 3799/5000 148/148 [==============================] - 0s 34us/step - loss: 14288.6152 - mean_absolute_error: 69.9435 - val_loss: 26508.4177 - val_mean_absolute_error: 126.6203 Epoch 3800/5000 148/148 [==============================] - 0s 27us/step - loss: 14286.4902 - mean_absolute_error: 69.9375 - val_loss: 26502.3024 - val_mean_absolute_error: 126.6042 Epoch 3801/5000 148/148 [==============================] - 0s 27us/step - loss: 14284.3633 - mean_absolute_error: 69.9315 - val_loss: 26496.1869 - val_mean_absolute_error: 126.5880 Epoch 3802/5000 148/148 [==============================] - 0s 27us/step - loss: 14282.2402 - mean_absolute_error: 69.9255 - val_loss: 26490.0811 - val_mean_absolute_error: 126.5720 Epoch 3803/5000 148/148 [==============================] - 0s 27us/step - loss: 14280.1133 - mean_absolute_error: 69.9195 - val_loss: 26483.9753 - val_mean_absolute_error: 126.5560 Epoch 3804/5000 148/148 [==============================] - 0s 20us/step - loss: 14277.9902 - mean_absolute_error: 69.9135 - val_loss: 26477.8729 - val_mean_absolute_error: 126.5400 Epoch 3805/5000 148/148 [==============================] - 0s 27us/step - loss: 14275.8652 - mean_absolute_error: 69.9075 - val_loss: 26471.7497 - val_mean_absolute_error: 126.5240 Epoch 3806/5000 148/148 [==============================] - 0s 27us/step - loss: 14273.7412 - mean_absolute_error: 69.9015 - val_loss: 26465.5739 - val_mean_absolute_error: 126.5079 Epoch 3807/5000 148/148 [==============================] - 0s 27us/step - loss: 14271.6152 - mean_absolute_error: 69.8955 - val_loss: 26459.3982 - val_mean_absolute_error: 126.4918 Epoch 3808/5000 148/148 [==============================] - 0s 27us/step - loss: 14269.4902 - mean_absolute_error: 69.8895 - val_loss: 26453.2224 - val_mean_absolute_error: 126.4757 Epoch 3809/5000 148/148 [==============================] - 0s 34us/step - loss: 14267.3682 - mean_absolute_error: 69.8835 - val_loss: 26447.0485 - val_mean_absolute_error: 126.4595 Epoch 3810/5000 148/148 [==============================] - 0s 27us/step - loss: 14265.2432 - mean_absolute_error: 69.8775 - val_loss: 26440.8765 - val_mean_absolute_error: 126.4435 Epoch 3811/5000 148/148 [==============================] - 0s 41us/step - loss: 14263.1201 - mean_absolute_error: 69.8716 - val_loss: 26434.7041 - val_mean_absolute_error: 126.4274 Epoch 3812/5000 148/148 [==============================] - 0s 27us/step - loss: 14260.9951 - mean_absolute_error: 69.8656 - val_loss: 26428.5319 - val_mean_absolute_error: 126.4112 Epoch 3813/5000 148/148 [==============================] - 0s 27us/step - loss: 14258.8730 - mean_absolute_error: 69.8596 - val_loss: 26422.3595 - val_mean_absolute_error: 126.3950 Epoch 3814/5000 148/148 [==============================] - 0s 27us/step - loss: 14256.7520 - mean_absolute_error: 69.8536 - val_loss: 26416.1908 - val_mean_absolute_error: 126.3788 Epoch 3815/5000 148/148 [==============================] - 0s 27us/step - loss: 14254.6279 - mean_absolute_error: 69.8476 - val_loss: 26410.0182 - val_mean_absolute_error: 126.3626 Epoch 3816/5000 148/148 [==============================] - 0s 27us/step - loss: 14252.5049 - mean_absolute_error: 69.8416 - val_loss: 26403.8511 - val_mean_absolute_error: 126.3464 Epoch 3817/5000 148/148 [==============================] - 0s 34us/step - loss: 14250.3838 - mean_absolute_error: 69.8356 - val_loss: 26397.6862 - val_mean_absolute_error: 126.3303 Epoch 3818/5000 148/148 [==============================] - 0s 27us/step - loss: 14248.2598 - mean_absolute_error: 69.8296 - val_loss: 26391.5173 - val_mean_absolute_error: 126.3141 Epoch 3819/5000 148/148 [==============================] - 0s 34us/step - loss: 14246.1387 - mean_absolute_error: 69.8236 - val_loss: 26385.3558 - val_mean_absolute_error: 126.2979 Epoch 3820/5000 148/148 [==============================] - 0s 27us/step - loss: 14244.0166 - mean_absolute_error: 69.8177 - val_loss: 26379.1944 - val_mean_absolute_error: 126.2817 Epoch 3821/5000 148/148 [==============================] - 0s 20us/step - loss: 14241.8955 - mean_absolute_error: 69.8117 - val_loss: 26373.0329 - val_mean_absolute_error: 126.2655 Epoch 3822/5000 148/148 [==============================] - 0s 27us/step - loss: 14239.7754 - mean_absolute_error: 69.8057 - val_loss: 26366.8715 - val_mean_absolute_error: 126.2494 Epoch 3823/5000 148/148 [==============================] - 0s 34us/step - loss: 14237.6533 - mean_absolute_error: 69.7997 - val_loss: 26360.7115 - val_mean_absolute_error: 126.2332 Epoch 3824/5000 148/148 [==============================] - 0s 20us/step - loss: 14235.5322 - mean_absolute_error: 69.7937 - val_loss: 26354.5556 - val_mean_absolute_error: 126.2170 Epoch 3825/5000 148/148 [==============================] - 0s 20us/step - loss: 14233.4121 - mean_absolute_error: 69.7877 - val_loss: 26348.3974 - val_mean_absolute_error: 126.2008 Epoch 3826/5000 148/148 [==============================] - 0s 27us/step - loss: 14231.2910 - mean_absolute_error: 69.7817 - val_loss: 26342.2432 - val_mean_absolute_error: 126.1847 Epoch 3827/5000 148/148 [==============================] - 0s 27us/step - loss: 14229.1709 - mean_absolute_error: 69.7758 - val_loss: 26336.0906 - val_mean_absolute_error: 126.1685 Epoch 3828/5000 148/148 [==============================] - 0s 20us/step - loss: 14227.0508 - mean_absolute_error: 69.7698 - val_loss: 26329.9398 - val_mean_absolute_error: 126.1523 Epoch 3829/5000 148/148 [==============================] - 0s 34us/step - loss: 14224.9326 - mean_absolute_error: 69.7638 - val_loss: 26323.7853 - val_mean_absolute_error: 126.1361 Epoch 3830/5000 148/148 [==============================] - 0s 27us/step - loss: 14222.8105 - mean_absolute_error: 69.7578 - val_loss: 26317.6384 - val_mean_absolute_error: 126.1199 Epoch 3831/5000 148/148 [==============================] - 0s 27us/step - loss: 14220.6924 - mean_absolute_error: 69.7519 - val_loss: 26311.4877 - val_mean_absolute_error: 126.1038 Epoch 3832/5000 148/148 [==============================] - 0s 27us/step - loss: 14218.5723 - mean_absolute_error: 69.7459 - val_loss: 26305.3423 - val_mean_absolute_error: 126.0876 Epoch 3833/5000 148/148 [==============================] - 0s 20us/step - loss: 14216.4541 - mean_absolute_error: 69.7399 - val_loss: 26299.1950 - val_mean_absolute_error: 126.0714 Epoch 3834/5000 148/148 [==============================] - 0s 27us/step - loss: 14214.3340 - mean_absolute_error: 69.7339 - val_loss: 26293.0535 - val_mean_absolute_error: 126.0552 Epoch 3835/5000 148/148 [==============================] - 0s 27us/step - loss: 14212.2158 - mean_absolute_error: 69.7279 - val_loss: 26286.9043 - val_mean_absolute_error: 126.0390 Epoch 3836/5000 148/148 [==============================] - 0s 27us/step - loss: 14210.0947 - mean_absolute_error: 69.7220 - val_loss: 26280.7643 - val_mean_absolute_error: 126.0229 Epoch 3837/5000 148/148 [==============================] - 0s 27us/step - loss: 14207.9795 - mean_absolute_error: 69.7160 - val_loss: 26274.6245 - val_mean_absolute_error: 126.0067 Epoch 3838/5000 148/148 [==============================] - 0s 27us/step - loss: 14205.8613 - mean_absolute_error: 69.7100 - val_loss: 26268.4847 - val_mean_absolute_error: 125.9905 Epoch 3839/5000 148/148 [==============================] - 0s 27us/step - loss: 14203.7412 - mean_absolute_error: 69.7040 - val_loss: 26262.3485 - val_mean_absolute_error: 125.9744 Epoch 3840/5000 148/148 [==============================] - 0s 20us/step - loss: 14201.6250 - mean_absolute_error: 69.6981 - val_loss: 26256.2120 - val_mean_absolute_error: 125.9582 Epoch 3841/5000 148/148 [==============================] - 0s 41us/step - loss: 14199.5088 - mean_absolute_error: 69.6921 - val_loss: 26250.0758 - val_mean_absolute_error: 125.9420 Epoch 3842/5000 148/148 [==============================] - 0s 34us/step - loss: 14197.3906 - mean_absolute_error: 69.6861 - val_loss: 26243.9391 - val_mean_absolute_error: 125.9258 Epoch 3843/5000 148/148 [==============================] - 0s 27us/step - loss: 14195.2715 - mean_absolute_error: 69.6801 - val_loss: 26237.8066 - val_mean_absolute_error: 125.9096 Epoch 3844/5000 148/148 [==============================] - 0s 27us/step - loss: 14193.1553 - mean_absolute_error: 69.6742 - val_loss: 26231.6777 - val_mean_absolute_error: 125.8935 Epoch 3845/5000 148/148 [==============================] - 0s 34us/step - loss: 14191.0391 - mean_absolute_error: 69.6682 - val_loss: 26225.5467 - val_mean_absolute_error: 125.8773 Epoch 3846/5000 148/148 [==============================] - 0s 27us/step - loss: 14188.9219 - mean_absolute_error: 69.6622 - val_loss: 26219.4155 - val_mean_absolute_error: 125.8611 Epoch 3847/5000 148/148 [==============================] - 0s 34us/step - loss: 14186.8057 - mean_absolute_error: 69.6563 - val_loss: 26213.2884 - val_mean_absolute_error: 125.8449 Epoch 3848/5000 148/148 [==============================] - 0s 27us/step - loss: 14184.6904 - mean_absolute_error: 69.6503 - val_loss: 26207.1608 - val_mean_absolute_error: 125.8288 Epoch 3849/5000 148/148 [==============================] - 0s 20us/step - loss: 14182.5723 - mean_absolute_error: 69.6443 - val_loss: 26201.0371 - val_mean_absolute_error: 125.8126 Epoch 3850/5000 148/148 [==============================] - 0s 20us/step - loss: 14180.4561 - mean_absolute_error: 69.6384 - val_loss: 26194.9096 - val_mean_absolute_error: 125.7964 Epoch 3851/5000 148/148 [==============================] - 0s 27us/step - loss: 14178.3408 - mean_absolute_error: 69.6324 - val_loss: 26188.7897 - val_mean_absolute_error: 125.7802 Epoch 3852/5000 148/148 [==============================] - 0s 27us/step - loss: 14176.2266 - mean_absolute_error: 69.6264 - val_loss: 26182.6678 - val_mean_absolute_error: 125.7640 Epoch 3853/5000 148/148 [==============================] - 0s 27us/step - loss: 14174.1113 - mean_absolute_error: 69.6205 - val_loss: 26176.5458 - val_mean_absolute_error: 125.7479 Epoch 3854/5000 148/148 [==============================] - 0s 27us/step - loss: 14171.9951 - mean_absolute_error: 69.6145 - val_loss: 26170.4277 - val_mean_absolute_error: 125.7317 Epoch 3855/5000 148/148 [==============================] - 0s 34us/step - loss: 14169.8799 - mean_absolute_error: 69.6085 - val_loss: 26164.3110 - val_mean_absolute_error: 125.7155 Epoch 3856/5000 148/148 [==============================] - 0s 20us/step - loss: 14167.7656 - mean_absolute_error: 69.6026 - val_loss: 26158.1925 - val_mean_absolute_error: 125.6993 Epoch 3857/5000 148/148 [==============================] - 0s 27us/step - loss: 14165.6514 - mean_absolute_error: 69.5966 - val_loss: 26152.0778 - val_mean_absolute_error: 125.6831 Epoch 3858/5000 148/148 [==============================] - 0s 20us/step - loss: 14163.5361 - mean_absolute_error: 69.5906 - val_loss: 26145.9612 - val_mean_absolute_error: 125.6670 Epoch 3859/5000 148/148 [==============================] - 0s 27us/step - loss: 14161.4219 - mean_absolute_error: 69.5847 - val_loss: 26139.8463 - val_mean_absolute_error: 125.6508 Epoch 3860/5000 148/148 [==============================] - 0s 20us/step - loss: 14159.3086 - mean_absolute_error: 69.5787 - val_loss: 26133.7353 - val_mean_absolute_error: 125.6346 Epoch 3861/5000 148/148 [==============================] - 0s 27us/step - loss: 14157.1934 - mean_absolute_error: 69.5727 - val_loss: 26127.6240 - val_mean_absolute_error: 125.6184 Epoch 3862/5000 148/148 [==============================] - 0s 34us/step - loss: 14155.0811 - mean_absolute_error: 69.5668 - val_loss: 26121.5168 - val_mean_absolute_error: 125.6023 Epoch 3863/5000 148/148 [==============================] - 0s 27us/step - loss: 14152.9668 - mean_absolute_error: 69.5608 - val_loss: 26115.4073 - val_mean_absolute_error: 125.5861 Epoch 3864/5000 148/148 [==============================] - 0s 27us/step - loss: 14150.8535 - mean_absolute_error: 69.5549 - val_loss: 26109.3016 - val_mean_absolute_error: 125.5699 Epoch 3865/5000 148/148 [==============================] - 0s 27us/step - loss: 14148.7402 - mean_absolute_error: 69.5489 - val_loss: 26103.1994 - val_mean_absolute_error: 125.5537 Epoch 3866/5000 148/148 [==============================] - 0s 27us/step - loss: 14146.6270 - mean_absolute_error: 69.5429 - val_loss: 26097.0920 - val_mean_absolute_error: 125.5376 Epoch 3867/5000 148/148 [==============================] - 0s 27us/step - loss: 14144.5117 - mean_absolute_error: 69.5369 - val_loss: 26090.9897 - val_mean_absolute_error: 125.5214 Epoch 3868/5000 148/148 [==============================] - 0s 41us/step - loss: 14142.3994 - mean_absolute_error: 69.5308 - val_loss: 26084.8856 - val_mean_absolute_error: 125.5052 Epoch 3869/5000 148/148 [==============================] - 0s 27us/step - loss: 14140.2852 - mean_absolute_error: 69.5248 - val_loss: 26078.7853 - val_mean_absolute_error: 125.4890 Epoch 3870/5000 148/148 [==============================] - 0s 34us/step - loss: 14138.1719 - mean_absolute_error: 69.5188 - val_loss: 26072.7312 - val_mean_absolute_error: 125.4730 Epoch 3871/5000 148/148 [==============================] - 0s 20us/step - loss: 14136.0586 - mean_absolute_error: 69.5128 - val_loss: 26066.6904 - val_mean_absolute_error: 125.4569 Epoch 3872/5000 148/148 [==============================] - 0s 20us/step - loss: 14133.9453 - mean_absolute_error: 69.5068 - val_loss: 26060.6516 - val_mean_absolute_error: 125.4409 Epoch 3873/5000 148/148 [==============================] - 0s 27us/step - loss: 14131.8320 - mean_absolute_error: 69.5008 - val_loss: 26054.6161 - val_mean_absolute_error: 125.4248 Epoch 3874/5000 148/148 [==============================] - 0s 27us/step - loss: 14129.7188 - mean_absolute_error: 69.4947 - val_loss: 26048.5811 - val_mean_absolute_error: 125.4088 Epoch 3875/5000 148/148 [==============================] - 0s 27us/step - loss: 14127.6074 - mean_absolute_error: 69.4887 - val_loss: 26042.5457 - val_mean_absolute_error: 125.3927 Epoch 3876/5000 148/148 [==============================] - 0s 41us/step - loss: 14125.4951 - mean_absolute_error: 69.4827 - val_loss: 26036.5140 - val_mean_absolute_error: 125.3767 Epoch 3877/5000 148/148 [==============================] - 0s 34us/step - loss: 14123.3809 - mean_absolute_error: 69.4767 - val_loss: 26030.4845 - val_mean_absolute_error: 125.3607 Epoch 3878/5000 148/148 [==============================] - 0s 27us/step - loss: 14121.2695 - mean_absolute_error: 69.4707 - val_loss: 26024.4530 - val_mean_absolute_error: 125.3446 Epoch 3879/5000 148/148 [==============================] - 0s 27us/step - loss: 14119.1582 - mean_absolute_error: 69.4647 - val_loss: 26018.4225 - val_mean_absolute_error: 125.3285 Epoch 3880/5000 148/148 [==============================] - 0s 34us/step - loss: 14117.0459 - mean_absolute_error: 69.4586 - val_loss: 26012.3948 - val_mean_absolute_error: 125.3125 Epoch 3881/5000 148/148 [==============================] - 0s 34us/step - loss: 14114.9346 - mean_absolute_error: 69.4526 - val_loss: 26006.3703 - val_mean_absolute_error: 125.2965 Epoch 3882/5000 148/148 [==============================] - 0s 27us/step - loss: 14112.8223 - mean_absolute_error: 69.4466 - val_loss: 26000.3401 - val_mean_absolute_error: 125.2804 Epoch 3883/5000 148/148 [==============================] - 0s 34us/step - loss: 14110.7100 - mean_absolute_error: 69.4406 - val_loss: 25994.3158 - val_mean_absolute_error: 125.2644 Epoch 3884/5000 148/148 [==============================] - 0s 27us/step - loss: 14108.5977 - mean_absolute_error: 69.4346 - val_loss: 25988.2949 - val_mean_absolute_error: 125.2483 Epoch 3885/5000 148/148 [==============================] - 0s 27us/step - loss: 14106.4883 - mean_absolute_error: 69.4286 - val_loss: 25982.2743 - val_mean_absolute_error: 125.2323 Epoch 3886/5000 148/148 [==============================] - 0s 34us/step - loss: 14104.3770 - mean_absolute_error: 69.4226 - val_loss: 25976.2514 - val_mean_absolute_error: 125.2163 Epoch 3887/5000 148/148 [==============================] - 0s 20us/step - loss: 14102.2656 - mean_absolute_error: 69.4166 - val_loss: 25970.2322 - val_mean_absolute_error: 125.2002 Epoch 3888/5000 148/148 [==============================] - 0s 27us/step - loss: 14100.1553 - mean_absolute_error: 69.4106 - val_loss: 25964.2016 - val_mean_absolute_error: 125.1841 Epoch 3889/5000 148/148 [==============================] - 0s 27us/step - loss: 14098.0439 - mean_absolute_error: 69.4045 - val_loss: 25958.1670 - val_mean_absolute_error: 125.1681 Epoch 3890/5000 148/148 [==============================] - 0s 34us/step - loss: 14095.9336 - mean_absolute_error: 69.3986 - val_loss: 25952.1381 - val_mean_absolute_error: 125.1521 Epoch 3891/5000 148/148 [==============================] - 0s 27us/step - loss: 14093.8223 - mean_absolute_error: 69.3925 - val_loss: 25946.1055 - val_mean_absolute_error: 125.1361 Epoch 3892/5000 148/148 [==============================] - 0s 27us/step - loss: 14091.7139 - mean_absolute_error: 69.3865 - val_loss: 25940.0742 - val_mean_absolute_error: 125.1201 Epoch 3893/5000 148/148 [==============================] - 0s 27us/step - loss: 14089.6035 - mean_absolute_error: 69.3805 - val_loss: 25934.0467 - val_mean_absolute_error: 125.1041 Epoch 3894/5000 148/148 [==============================] - 0s 27us/step - loss: 14087.4932 - mean_absolute_error: 69.3745 - val_loss: 25928.0216 - val_mean_absolute_error: 125.0881 Epoch 3895/5000 148/148 [==============================] - 0s 27us/step - loss: 14085.3838 - mean_absolute_error: 69.3685 - val_loss: 25921.9920 - val_mean_absolute_error: 125.0721 Epoch 3896/5000 148/148 [==============================] - 0s 20us/step - loss: 14083.2744 - mean_absolute_error: 69.3625 - val_loss: 25915.9663 - val_mean_absolute_error: 125.0561 Epoch 3897/5000 148/148 [==============================] - 0s 20us/step - loss: 14081.1650 - mean_absolute_error: 69.3565 - val_loss: 25909.9446 - val_mean_absolute_error: 125.0401 Epoch 3898/5000 148/148 [==============================] - 0s 27us/step - loss: 14079.0557 - mean_absolute_error: 69.3505 - val_loss: 25903.9208 - val_mean_absolute_error: 125.0241 Epoch 3899/5000 148/148 [==============================] - 0s 81us/step - loss: 14076.9473 - mean_absolute_error: 69.3445 - val_loss: 25897.8988 - val_mean_absolute_error: 125.0081 Epoch 3900/5000 148/148 [==============================] - 0s 27us/step - loss: 14074.8379 - mean_absolute_error: 69.3385 - val_loss: 25891.8788 - val_mean_absolute_error: 124.9921 Epoch 3901/5000 148/148 [==============================] - 0s 27us/step - loss: 14072.7285 - mean_absolute_error: 69.3325 - val_loss: 25885.8602 - val_mean_absolute_error: 124.9761 Epoch 3902/5000 148/148 [==============================] - 0s 20us/step - loss: 14070.6201 - mean_absolute_error: 69.3265 - val_loss: 25879.8439 - val_mean_absolute_error: 124.9602 Epoch 3903/5000 148/148 [==============================] - 0s 27us/step - loss: 14068.5117 - mean_absolute_error: 69.3205 - val_loss: 25873.8235 - val_mean_absolute_error: 124.9441 Epoch 3904/5000 148/148 [==============================] - 0s 27us/step - loss: 14066.4033 - mean_absolute_error: 69.3145 - val_loss: 25867.8068 - val_mean_absolute_error: 124.9281 Epoch 3905/5000 148/148 [==============================] - 0s 27us/step - loss: 14064.2959 - mean_absolute_error: 69.3085 - val_loss: 25861.7922 - val_mean_absolute_error: 124.9121 Epoch 3906/5000 148/148 [==============================] - 0s 27us/step - loss: 14062.1885 - mean_absolute_error: 69.3025 - val_loss: 25855.7770 - val_mean_absolute_error: 124.8961 Epoch 3907/5000 148/148 [==============================] - 0s 27us/step - loss: 14060.0811 - mean_absolute_error: 69.2964 - val_loss: 25849.7658 - val_mean_absolute_error: 124.8802 Epoch 3908/5000 148/148 [==============================] - 0s 27us/step - loss: 14057.9717 - mean_absolute_error: 69.2905 - val_loss: 25843.7566 - val_mean_absolute_error: 124.8642 Epoch 3909/5000 148/148 [==============================] - 0s 34us/step - loss: 14055.8662 - mean_absolute_error: 69.2844 - val_loss: 25837.7433 - val_mean_absolute_error: 124.8481 Epoch 3910/5000 148/148 [==============================] - 0s 47us/step - loss: 14053.7578 - mean_absolute_error: 69.2784 - val_loss: 25831.7339 - val_mean_absolute_error: 124.8321 Epoch 3911/5000 148/148 [==============================] - 0s 27us/step - loss: 14051.6504 - mean_absolute_error: 69.2724 - val_loss: 25825.7245 - val_mean_absolute_error: 124.8162 Epoch 3912/5000 148/148 [==============================] - 0s 27us/step - loss: 14049.5449 - mean_absolute_error: 69.2664 - val_loss: 25819.7146 - val_mean_absolute_error: 124.8001 Epoch 3913/5000 148/148 [==============================] - 0s 27us/step - loss: 14047.4365 - mean_absolute_error: 69.2604 - val_loss: 25813.7089 - val_mean_absolute_error: 124.7841 Epoch 3914/5000 148/148 [==============================] - 0s 27us/step - loss: 14045.3301 - mean_absolute_error: 69.2544 - val_loss: 25807.7029 - val_mean_absolute_error: 124.7681 Epoch 3915/5000 148/148 [==============================] - 0s 27us/step - loss: 14043.2236 - mean_absolute_error: 69.2484 - val_loss: 25801.6988 - val_mean_absolute_error: 124.7521 Epoch 3916/5000 148/148 [==============================] - 0s 34us/step - loss: 14041.1172 - mean_absolute_error: 69.2424 - val_loss: 25795.6967 - val_mean_absolute_error: 124.7361 Epoch 3917/5000 148/148 [==============================] - 0s 34us/step - loss: 14039.0117 - mean_absolute_error: 69.2364 - val_loss: 25789.6941 - val_mean_absolute_error: 124.7201 Epoch 3918/5000 148/148 [==============================] - 0s 27us/step - loss: 14036.9053 - mean_absolute_error: 69.2304 - val_loss: 25783.6937 - val_mean_absolute_error: 124.7041 Epoch 3919/5000 148/148 [==============================] - 0s 27us/step - loss: 14034.8008 - mean_absolute_error: 69.2244 - val_loss: 25777.6931 - val_mean_absolute_error: 124.6881 Epoch 3920/5000 148/148 [==============================] - 0s 34us/step - loss: 14032.6934 - mean_absolute_error: 69.2184 - val_loss: 25771.6924 - val_mean_absolute_error: 124.6721 Epoch 3921/5000 148/148 [==============================] - 0s 27us/step - loss: 14030.5898 - mean_absolute_error: 69.2124 - val_loss: 25765.6957 - val_mean_absolute_error: 124.6561 Epoch 3922/5000 148/148 [==============================] - 0s 27us/step - loss: 14028.4844 - mean_absolute_error: 69.2065 - val_loss: 25759.6985 - val_mean_absolute_error: 124.6401 Epoch 3923/5000 148/148 [==============================] - 0s 34us/step - loss: 14026.3789 - mean_absolute_error: 69.2005 - val_loss: 25753.7034 - val_mean_absolute_error: 124.6241 Epoch 3924/5000 148/148 [==============================] - 0s 27us/step - loss: 14024.2754 - mean_absolute_error: 69.1945 - val_loss: 25747.7101 - val_mean_absolute_error: 124.6081 Epoch 3925/5000 148/148 [==============================] - 0s 20us/step - loss: 14022.1689 - mean_absolute_error: 69.1885 - val_loss: 25741.7148 - val_mean_absolute_error: 124.5921 Epoch 3926/5000 148/148 [==============================] - 0s 27us/step - loss: 14020.0654 - mean_absolute_error: 69.1824 - val_loss: 25735.7172 - val_mean_absolute_error: 124.5761 Epoch 3927/5000 148/148 [==============================] - 0s 27us/step - loss: 14017.9600 - mean_absolute_error: 69.1765 - val_loss: 25729.7276 - val_mean_absolute_error: 124.5601 Epoch 3928/5000 148/148 [==============================] - 0s 27us/step - loss: 14015.8555 - mean_absolute_error: 69.1705 - val_loss: 25723.7361 - val_mean_absolute_error: 124.5441 Epoch 3929/5000 148/148 [==============================] - 0s 20us/step - loss: 14013.7529 - mean_absolute_error: 69.1645 - val_loss: 25717.7463 - val_mean_absolute_error: 124.5280 Epoch 3930/5000 148/148 [==============================] - 0s 41us/step - loss: 14011.6465 - mean_absolute_error: 69.1585 - val_loss: 25711.7564 - val_mean_absolute_error: 124.5120 Epoch 3931/5000 148/148 [==============================] - 0s 20us/step - loss: 14009.5439 - mean_absolute_error: 69.1525 - val_loss: 25705.7663 - val_mean_absolute_error: 124.4960 Epoch 3932/5000 148/148 [==============================] - 0s 20us/step - loss: 14007.4404 - mean_absolute_error: 69.1465 - val_loss: 25699.7839 - val_mean_absolute_error: 124.4800 Epoch 3933/5000 148/148 [==============================] - 0s 27us/step - loss: 14005.3359 - mean_absolute_error: 69.1405 - val_loss: 25693.7916 - val_mean_absolute_error: 124.4640 Epoch 3934/5000 148/148 [==============================] - 0s 20us/step - loss: 14003.2334 - mean_absolute_error: 69.1345 - val_loss: 25687.8109 - val_mean_absolute_error: 124.4480 Epoch 3935/5000 148/148 [==============================] - 0s 27us/step - loss: 14001.1299 - mean_absolute_error: 69.1285 - val_loss: 25681.8245 - val_mean_absolute_error: 124.4320 Epoch 3936/5000 148/148 [==============================] - 0s 20us/step - loss: 13999.0254 - mean_absolute_error: 69.1225 - val_loss: 25675.8417 - val_mean_absolute_error: 124.4160 Epoch 3937/5000 148/148 [==============================] - 0s 34us/step - loss: 13996.9238 - mean_absolute_error: 69.1165 - val_loss: 25669.8608 - val_mean_absolute_error: 124.3999 Epoch 3938/5000 148/148 [==============================] - 0s 27us/step - loss: 13994.8213 - mean_absolute_error: 69.1105 - val_loss: 25663.8778 - val_mean_absolute_error: 124.3839 Epoch 3939/5000 148/148 [==============================] - 0s 34us/step - loss: 13992.7197 - mean_absolute_error: 69.1045 - val_loss: 25657.8986 - val_mean_absolute_error: 124.3679 Epoch 3940/5000 148/148 [==============================] - 0s 27us/step - loss: 13990.6152 - mean_absolute_error: 69.0985 - val_loss: 25651.9214 - val_mean_absolute_error: 124.3519 Epoch 3941/5000 148/148 [==============================] - 0s 27us/step - loss: 13988.5156 - mean_absolute_error: 69.0925 - val_loss: 25645.9420 - val_mean_absolute_error: 124.3359 Epoch 3942/5000 148/148 [==============================] - 0s 27us/step - loss: 13986.4102 - mean_absolute_error: 69.0865 - val_loss: 25639.9665 - val_mean_absolute_error: 124.3199 Epoch 3943/5000 148/148 [==============================] - 0s 27us/step - loss: 13984.3096 - mean_absolute_error: 69.0805 - val_loss: 25633.9871 - val_mean_absolute_error: 124.3038 Epoch 3944/5000 148/148 [==============================] - 0s 20us/step - loss: 13982.2051 - mean_absolute_error: 69.0745 - val_loss: 25628.0075 - val_mean_absolute_error: 124.2877 Epoch 3945/5000 148/148 [==============================] - 0s 27us/step - loss: 13980.0996 - mean_absolute_error: 69.0684 - val_loss: 25622.0279 - val_mean_absolute_error: 124.2717 Epoch 3946/5000 148/148 [==============================] - 0s 27us/step - loss: 13977.9971 - mean_absolute_error: 69.0623 - val_loss: 25616.0505 - val_mean_absolute_error: 124.2556 Epoch 3947/5000 148/148 [==============================] - 0s 34us/step - loss: 13975.8926 - mean_absolute_error: 69.0563 - val_loss: 25610.0726 - val_mean_absolute_error: 124.2396 Epoch 3948/5000 148/148 [==============================] - 0s 27us/step - loss: 13973.7861 - mean_absolute_error: 69.0502 - val_loss: 25604.0988 - val_mean_absolute_error: 124.2235 Epoch 3949/5000 148/148 [==============================] - 0s 20us/step - loss: 13971.6826 - mean_absolute_error: 69.0441 - val_loss: 25598.1209 - val_mean_absolute_error: 124.2075 Epoch 3950/5000 148/148 [==============================] - 0s 27us/step - loss: 13969.5781 - mean_absolute_error: 69.0380 - val_loss: 25592.1452 - val_mean_absolute_error: 124.1914 Epoch 3951/5000 148/148 [==============================] - 0s 27us/step - loss: 13967.4736 - mean_absolute_error: 69.0320 - val_loss: 25586.1708 - val_mean_absolute_error: 124.1754 Epoch 3952/5000 148/148 [==============================] - 0s 20us/step - loss: 13965.3672 - mean_absolute_error: 69.0259 - val_loss: 25580.1987 - val_mean_absolute_error: 124.1593 Epoch 3953/5000 148/148 [==============================] - 0s 41us/step - loss: 13963.2656 - mean_absolute_error: 69.0198 - val_loss: 25574.2226 - val_mean_absolute_error: 124.1433 Epoch 3954/5000 148/148 [==============================] - 0s 27us/step - loss: 13961.1592 - mean_absolute_error: 69.0137 - val_loss: 25568.2522 - val_mean_absolute_error: 124.1272 Epoch 3955/5000 148/148 [==============================] - 0s 27us/step - loss: 13959.0557 - mean_absolute_error: 69.0077 - val_loss: 25562.2795 - val_mean_absolute_error: 124.1112 Epoch 3956/5000 148/148 [==============================] - 0s 34us/step - loss: 13956.9502 - mean_absolute_error: 69.0016 - val_loss: 25556.3093 - val_mean_absolute_error: 124.0951 Epoch 3957/5000 148/148 [==============================] - 0s 27us/step - loss: 13954.8477 - mean_absolute_error: 68.9955 - val_loss: 25550.3405 - val_mean_absolute_error: 124.0791 Epoch 3958/5000 148/148 [==============================] - 0s 27us/step - loss: 13952.7412 - mean_absolute_error: 68.9894 - val_loss: 25544.3699 - val_mean_absolute_error: 124.0630 Epoch 3959/5000 148/148 [==============================] - 0s 34us/step - loss: 13950.6396 - mean_absolute_error: 68.9834 - val_loss: 25538.4010 - val_mean_absolute_error: 124.0470 Epoch 3960/5000 148/148 [==============================] - 0s 27us/step - loss: 13948.5361 - mean_absolute_error: 68.9773 - val_loss: 25532.4318 - val_mean_absolute_error: 124.0309 Epoch 3961/5000 148/148 [==============================] - 0s 20us/step - loss: 13946.4316 - mean_absolute_error: 68.9712 - val_loss: 25526.4687 - val_mean_absolute_error: 124.0149 Epoch 3962/5000 148/148 [==============================] - 0s 34us/step - loss: 13944.3281 - mean_absolute_error: 68.9651 - val_loss: 25520.5016 - val_mean_absolute_error: 123.9988 Epoch 3963/5000 148/148 [==============================] - 0s 27us/step - loss: 13942.2217 - mean_absolute_error: 68.9591 - val_loss: 25514.5383 - val_mean_absolute_error: 123.9828 Epoch 3964/5000 148/148 [==============================] - 0s 27us/step - loss: 13940.1201 - mean_absolute_error: 68.9530 - val_loss: 25508.5729 - val_mean_absolute_error: 123.9667 Epoch 3965/5000 148/148 [==============================] - 0s 34us/step - loss: 13938.0176 - mean_absolute_error: 68.9469 - val_loss: 25502.6115 - val_mean_absolute_error: 123.9507 Epoch 3966/5000 148/148 [==============================] - 0s 34us/step - loss: 13935.9141 - mean_absolute_error: 68.9408 - val_loss: 25496.6497 - val_mean_absolute_error: 123.9346 Epoch 3967/5000 148/148 [==============================] - 0s 27us/step - loss: 13933.8115 - mean_absolute_error: 68.9348 - val_loss: 25490.6878 - val_mean_absolute_error: 123.9186 Epoch 3968/5000 148/148 [==============================] - 0s 27us/step - loss: 13931.7061 - mean_absolute_error: 68.9287 - val_loss: 25484.7301 - val_mean_absolute_error: 123.9025 Epoch 3969/5000 148/148 [==============================] - 0s 27us/step - loss: 13929.6064 - mean_absolute_error: 68.9226 - val_loss: 25478.7700 - val_mean_absolute_error: 123.8864 Epoch 3970/5000 148/148 [==============================] - 0s 20us/step - loss: 13927.4980 - mean_absolute_error: 68.9165 - val_loss: 25472.8140 - val_mean_absolute_error: 123.8704 Epoch 3971/5000 148/148 [==============================] - 0s 27us/step - loss: 13925.3926 - mean_absolute_error: 68.9104 - val_loss: 25466.8653 - val_mean_absolute_error: 123.8543 Epoch 3972/5000 148/148 [==============================] - 0s 41us/step - loss: 13923.2842 - mean_absolute_error: 68.9042 - val_loss: 25460.9224 - val_mean_absolute_error: 123.8382 Epoch 3973/5000 148/148 [==============================] - 0s 34us/step - loss: 13921.1758 - mean_absolute_error: 68.8981 - val_loss: 25454.9795 - val_mean_absolute_error: 123.8221 Epoch 3974/5000 148/148 [==============================] - 0s 27us/step - loss: 13919.0703 - mean_absolute_error: 68.8919 - val_loss: 25449.0404 - val_mean_absolute_error: 123.8060 Epoch 3975/5000 148/148 [==============================] - 0s 34us/step - loss: 13916.9619 - mean_absolute_error: 68.8858 - val_loss: 25443.1050 - val_mean_absolute_error: 123.7899 Epoch 3976/5000 148/148 [==============================] - 0s 20us/step - loss: 13914.8545 - mean_absolute_error: 68.8796 - val_loss: 25437.1674 - val_mean_absolute_error: 123.7738 Epoch 3977/5000 148/148 [==============================] - 0s 27us/step - loss: 13912.7471 - mean_absolute_error: 68.8735 - val_loss: 25431.2340 - val_mean_absolute_error: 123.7577 Epoch 3978/5000 148/148 [==============================] - 0s 27us/step - loss: 13910.6387 - mean_absolute_error: 68.8674 - val_loss: 25425.3099 - val_mean_absolute_error: 123.7417 Epoch 3979/5000 148/148 [==============================] - 0s 34us/step - loss: 13908.5312 - mean_absolute_error: 68.8612 - val_loss: 25419.3798 - val_mean_absolute_error: 123.7256 Epoch 3980/5000 148/148 [==============================] - 0s 27us/step - loss: 13906.4219 - mean_absolute_error: 68.8551 - val_loss: 25413.4577 - val_mean_absolute_error: 123.7096 Epoch 3981/5000 148/148 [==============================] - 0s 27us/step - loss: 13904.3154 - mean_absolute_error: 68.8489 - val_loss: 25407.5334 - val_mean_absolute_error: 123.6935 Epoch 3982/5000 148/148 [==============================] - 0s 27us/step - loss: 13902.2090 - mean_absolute_error: 68.8427 - val_loss: 25401.6126 - val_mean_absolute_error: 123.6774 Epoch 3983/5000 148/148 [==============================] - 0s 27us/step - loss: 13900.1084 - mean_absolute_error: 68.8366 - val_loss: 25395.6922 - val_mean_absolute_error: 123.6614 Epoch 3984/5000 148/148 [==============================] - 0s 27us/step - loss: 13898.0068 - mean_absolute_error: 68.8306 - val_loss: 25389.7733 - val_mean_absolute_error: 123.6453 Epoch 3985/5000 148/148 [==============================] - 0s 20us/step - loss: 13895.9092 - mean_absolute_error: 68.8245 - val_loss: 25383.8544 - val_mean_absolute_error: 123.6292 Epoch 3986/5000 148/148 [==============================] - 0s 27us/step - loss: 13893.8076 - mean_absolute_error: 68.8184 - val_loss: 25377.9395 - val_mean_absolute_error: 123.6131 Epoch 3987/5000 148/148 [==============================] - 0s 27us/step - loss: 13891.7100 - mean_absolute_error: 68.8123 - val_loss: 25372.0185 - val_mean_absolute_error: 123.5971 Epoch 3988/5000 148/148 [==============================] - 0s 41us/step - loss: 13889.6094 - mean_absolute_error: 68.8063 - val_loss: 25366.1049 - val_mean_absolute_error: 123.5810 Epoch 3989/5000 148/148 [==============================] - 0s 27us/step - loss: 13887.5127 - mean_absolute_error: 68.8002 - val_loss: 25360.1918 - val_mean_absolute_error: 123.5649 Epoch 3990/5000 148/148 [==============================] - 0s 27us/step - loss: 13885.4160 - mean_absolute_error: 68.7941 - val_loss: 25354.2783 - val_mean_absolute_error: 123.5488 Epoch 3991/5000 148/148 [==============================] - 0s 27us/step - loss: 13883.3174 - mean_absolute_error: 68.7881 - val_loss: 25348.3645 - val_mean_absolute_error: 123.5327 Epoch 3992/5000 148/148 [==============================] - 0s 27us/step - loss: 13881.2217 - mean_absolute_error: 68.7820 - val_loss: 25342.4546 - val_mean_absolute_error: 123.5166 Epoch 3993/5000 148/148 [==============================] - 0s 27us/step - loss: 13879.1250 - mean_absolute_error: 68.7759 - val_loss: 25336.5428 - val_mean_absolute_error: 123.5005 Epoch 3994/5000 148/148 [==============================] - 0s 41us/step - loss: 13877.0283 - mean_absolute_error: 68.7699 - val_loss: 25330.6310 - val_mean_absolute_error: 123.4844 Epoch 3995/5000 148/148 [==============================] - 0s 27us/step - loss: 13874.9316 - mean_absolute_error: 68.7638 - val_loss: 25324.7228 - val_mean_absolute_error: 123.4683 Epoch 3996/5000 148/148 [==============================] - 0s 27us/step - loss: 13872.8379 - mean_absolute_error: 68.7577 - val_loss: 25318.8144 - val_mean_absolute_error: 123.4522 Epoch 3997/5000 148/148 [==============================] - 0s 27us/step - loss: 13870.7412 - mean_absolute_error: 68.7517 - val_loss: 25312.9060 - val_mean_absolute_error: 123.4361 Epoch 3998/5000 148/148 [==============================] - 0s 20us/step - loss: 13868.6465 - mean_absolute_error: 68.7456 - val_loss: 25307.0017 - val_mean_absolute_error: 123.4200 Epoch 3999/5000 148/148 [==============================] - 0s 41us/step - loss: 13866.5527 - mean_absolute_error: 68.7395 - val_loss: 25301.0970 - val_mean_absolute_error: 123.4039 Epoch 4000/5000 148/148 [==============================] - 0s 27us/step - loss: 13864.4541 - mean_absolute_error: 68.7334 - val_loss: 25295.1937 - val_mean_absolute_error: 123.3878 Epoch 4001/5000 148/148 [==============================] - 0s 27us/step - loss: 13862.3535 - mean_absolute_error: 68.7272 - val_loss: 25289.2911 - val_mean_absolute_error: 123.3717 Epoch 4002/5000 148/148 [==============================] - 0s 20us/step - loss: 13860.2549 - mean_absolute_error: 68.7210 - val_loss: 25283.3939 - val_mean_absolute_error: 123.3556 Epoch 4003/5000 148/148 [==============================] - 0s 27us/step - loss: 13858.1533 - mean_absolute_error: 68.7148 - val_loss: 25277.4926 - val_mean_absolute_error: 123.3395 Epoch 4004/5000 148/148 [==============================] - 0s 34us/step - loss: 13856.0527 - mean_absolute_error: 68.7086 - val_loss: 25271.5956 - val_mean_absolute_error: 123.3234 Epoch 4005/5000 148/148 [==============================] - 0s 27us/step - loss: 13853.9541 - mean_absolute_error: 68.7024 - val_loss: 25265.7016 - val_mean_absolute_error: 123.3073 Epoch 4006/5000 148/148 [==============================] - 0s 27us/step - loss: 13851.8535 - mean_absolute_error: 68.6962 - val_loss: 25259.8080 - val_mean_absolute_error: 123.2913 Epoch 4007/5000 148/148 [==============================] - 0s 27us/step - loss: 13849.7529 - mean_absolute_error: 68.6900 - val_loss: 25253.9140 - val_mean_absolute_error: 123.2752 Epoch 4008/5000 148/148 [==============================] - 0s 34us/step - loss: 13847.6523 - mean_absolute_error: 68.6838 - val_loss: 25248.0240 - val_mean_absolute_error: 123.2591 Epoch 4009/5000 148/148 [==============================] - 0s 27us/step - loss: 13845.5527 - mean_absolute_error: 68.6776 - val_loss: 25242.1339 - val_mean_absolute_error: 123.2430 Epoch 4010/5000 148/148 [==============================] - 0s 27us/step - loss: 13843.4512 - mean_absolute_error: 68.6713 - val_loss: 25236.2416 - val_mean_absolute_error: 123.2269 Epoch 4011/5000 148/148 [==============================] - 0s 27us/step - loss: 13841.3486 - mean_absolute_error: 68.6651 - val_loss: 25230.3572 - val_mean_absolute_error: 123.2109 Epoch 4012/5000 148/148 [==============================] - 0s 27us/step - loss: 13839.2480 - mean_absolute_error: 68.6589 - val_loss: 25224.4724 - val_mean_absolute_error: 123.1948 Epoch 4013/5000 148/148 [==============================] - 0s 27us/step - loss: 13837.1494 - mean_absolute_error: 68.6527 - val_loss: 25218.5857 - val_mean_absolute_error: 123.1787 Epoch 4014/5000 148/148 [==============================] - 0s 34us/step - loss: 13835.0479 - mean_absolute_error: 68.6465 - val_loss: 25212.7028 - val_mean_absolute_error: 123.1627 Epoch 4015/5000 148/148 [==============================] - 0s 27us/step - loss: 13832.9473 - mean_absolute_error: 68.6402 - val_loss: 25206.8197 - val_mean_absolute_error: 123.1466 Epoch 4016/5000 148/148 [==============================] - 0s 20us/step - loss: 13830.8477 - mean_absolute_error: 68.6339 - val_loss: 25200.9424 - val_mean_absolute_error: 123.1305 Epoch 4017/5000 148/148 [==============================] - 0s 27us/step - loss: 13828.7471 - mean_absolute_error: 68.6275 - val_loss: 25195.0630 - val_mean_absolute_error: 123.1145 Epoch 4018/5000 148/148 [==============================] - 0s 27us/step - loss: 13826.6475 - mean_absolute_error: 68.6212 - val_loss: 25189.1797 - val_mean_absolute_error: 123.0984 Epoch 4019/5000 148/148 [==============================] - 0s 27us/step - loss: 13824.5469 - mean_absolute_error: 68.6149 - val_loss: 25183.3022 - val_mean_absolute_error: 123.0823 Epoch 4020/5000 148/148 [==============================] - 0s 34us/step - loss: 13822.4473 - mean_absolute_error: 68.6085 - val_loss: 25177.4267 - val_mean_absolute_error: 123.0663 Epoch 4021/5000 148/148 [==============================] - 0s 34us/step - loss: 13820.3477 - mean_absolute_error: 68.6023 - val_loss: 25171.5526 - val_mean_absolute_error: 123.0502 Epoch 4022/5000 148/148 [==============================] - 0s 27us/step - loss: 13818.2480 - mean_absolute_error: 68.5963 - val_loss: 25165.6766 - val_mean_absolute_error: 123.0341 Epoch 4023/5000 148/148 [==============================] - 0s 27us/step - loss: 13816.1484 - mean_absolute_error: 68.5904 - val_loss: 25159.8006 - val_mean_absolute_error: 123.0180 Epoch 4024/5000 148/148 [==============================] - 0s 27us/step - loss: 13814.0498 - mean_absolute_error: 68.5844 - val_loss: 25153.9321 - val_mean_absolute_error: 123.0020 Epoch 4025/5000 148/148 [==============================] - 0s 27us/step - loss: 13811.9512 - mean_absolute_error: 68.5784 - val_loss: 25148.0598 - val_mean_absolute_error: 122.9859 Epoch 4026/5000 148/148 [==============================] - 0s 27us/step - loss: 13809.8525 - mean_absolute_error: 68.5724 - val_loss: 25142.1911 - val_mean_absolute_error: 122.9699 Epoch 4027/5000 148/148 [==============================] - 0s 27us/step - loss: 13807.7139 - mean_absolute_error: 68.5664 - val_loss: 25136.2241 - val_mean_absolute_error: 122.9534 Epoch 4028/5000 148/148 [==============================] - 0s 34us/step - loss: 13805.4873 - mean_absolute_error: 68.5603 - val_loss: 25130.1741 - val_mean_absolute_error: 122.9366 Epoch 4029/5000 148/148 [==============================] - 0s 27us/step - loss: 13803.2383 - mean_absolute_error: 68.5543 - val_loss: 25124.0527 - val_mean_absolute_error: 122.9196 Epoch 4030/5000 148/148 [==============================] - 0s 27us/step - loss: 13800.9648 - mean_absolute_error: 68.5482 - val_loss: 25117.8641 - val_mean_absolute_error: 122.9023 Epoch 4031/5000 148/148 [==============================] - 0s 27us/step - loss: 13798.6660 - mean_absolute_error: 68.5422 - val_loss: 25111.6171 - val_mean_absolute_error: 122.8847 Epoch 4032/5000 148/148 [==============================] - 0s 34us/step - loss: 13796.3516 - mean_absolute_error: 68.5362 - val_loss: 25105.3163 - val_mean_absolute_error: 122.8670 Epoch 4033/5000 148/148 [==============================] - 0s 27us/step - loss: 13794.0205 - mean_absolute_error: 68.5301 - val_loss: 25098.9710 - val_mean_absolute_error: 122.8490 Epoch 4034/5000 148/148 [==============================] - 0s 27us/step - loss: 13791.6729 - mean_absolute_error: 68.5241 - val_loss: 25092.5869 - val_mean_absolute_error: 122.8309 Epoch 4035/5000 148/148 [==============================] - 0s 27us/step - loss: 13789.3145 - mean_absolute_error: 68.5181 - val_loss: 25086.1607 - val_mean_absolute_error: 122.8127 Epoch 4036/5000 148/148 [==============================] - 0s 34us/step - loss: 13786.9414 - mean_absolute_error: 68.5121 - val_loss: 25079.6993 - val_mean_absolute_error: 122.7943 Epoch 4037/5000 148/148 [==============================] - 0s 20us/step - loss: 13784.5596 - mean_absolute_error: 68.5061 - val_loss: 25073.1936 - val_mean_absolute_error: 122.7757 Epoch 4038/5000 148/148 [==============================] - 0s 20us/step - loss: 13782.1670 - mean_absolute_error: 68.5001 - val_loss: 25066.6531 - val_mean_absolute_error: 122.7570 Epoch 4039/5000 148/148 [==============================] - 0s 27us/step - loss: 13779.7676 - mean_absolute_error: 68.4941 - val_loss: 25060.0969 - val_mean_absolute_error: 122.7382 Epoch 4040/5000 148/148 [==============================] - 0s 20us/step - loss: 13777.3633 - mean_absolute_error: 68.4881 - val_loss: 25053.5216 - val_mean_absolute_error: 122.7194 Epoch 4041/5000 148/148 [==============================] - 0s 27us/step - loss: 13774.9502 - mean_absolute_error: 68.4820 - val_loss: 25046.9286 - val_mean_absolute_error: 122.7005 Epoch 4042/5000 148/148 [==============================] - 0s 34us/step - loss: 13772.5342 - mean_absolute_error: 68.4761 - val_loss: 25040.3039 - val_mean_absolute_error: 122.6815 Epoch 4043/5000 148/148 [==============================] - 0s 34us/step - loss: 13770.1113 - mean_absolute_error: 68.4700 - val_loss: 25033.6137 - val_mean_absolute_error: 122.6625 Epoch 4044/5000 148/148 [==============================] - 0s 27us/step - loss: 13767.6846 - mean_absolute_error: 68.4640 - val_loss: 25026.9189 - val_mean_absolute_error: 122.6434 Epoch 4045/5000 148/148 [==============================] - 0s 27us/step - loss: 13765.2549 - mean_absolute_error: 68.4580 - val_loss: 25020.2163 - val_mean_absolute_error: 122.6242 Epoch 4046/5000 148/148 [==============================] - 0s 34us/step - loss: 13762.8223 - mean_absolute_error: 68.4520 - val_loss: 25013.5056 - val_mean_absolute_error: 122.6051 Epoch 4047/5000 148/148 [==============================] - 0s 20us/step - loss: 13760.3867 - mean_absolute_error: 68.4460 - val_loss: 25006.7883 - val_mean_absolute_error: 122.5859 Epoch 4048/5000 148/148 [==============================] - 0s 47us/step - loss: 13757.9482 - mean_absolute_error: 68.4399 - val_loss: 25000.0668 - val_mean_absolute_error: 122.5667 Epoch 4049/5000 148/148 [==============================] - 0s 34us/step - loss: 13755.5146 - mean_absolute_error: 68.4341 - val_loss: 24993.3452 - val_mean_absolute_error: 122.5475 Epoch 4050/5000 148/148 [==============================] - 0s 27us/step - loss: 13753.0820 - mean_absolute_error: 68.4284 - val_loss: 24986.6209 - val_mean_absolute_error: 122.5283 Epoch 4051/5000 148/148 [==============================] - 0s 20us/step - loss: 13750.6514 - mean_absolute_error: 68.4226 - val_loss: 24979.8961 - val_mean_absolute_error: 122.5091 Epoch 4052/5000 148/148 [==============================] - 0s 27us/step - loss: 13748.2188 - mean_absolute_error: 68.4169 - val_loss: 24973.1710 - val_mean_absolute_error: 122.4899 Epoch 4053/5000 148/148 [==============================] - 0s 27us/step - loss: 13745.7861 - mean_absolute_error: 68.4112 - val_loss: 24966.4476 - val_mean_absolute_error: 122.4707 Epoch 4054/5000 148/148 [==============================] - 0s 27us/step - loss: 13743.3535 - mean_absolute_error: 68.4055 - val_loss: 24959.7254 - val_mean_absolute_error: 122.4515 Epoch 4055/5000 148/148 [==============================] - 0s 41us/step - loss: 13740.9219 - mean_absolute_error: 68.3998 - val_loss: 24953.0011 - val_mean_absolute_error: 122.4323 Epoch 4056/5000 148/148 [==============================] - 0s 27us/step - loss: 13738.4902 - mean_absolute_error: 68.3940 - val_loss: 24946.2799 - val_mean_absolute_error: 122.4131 Epoch 4057/5000 148/148 [==============================] - 0s 27us/step - loss: 13736.0576 - mean_absolute_error: 68.3883 - val_loss: 24939.5606 - val_mean_absolute_error: 122.3940 Epoch 4058/5000 148/148 [==============================] - 0s 34us/step - loss: 13733.6260 - mean_absolute_error: 68.3826 - val_loss: 24932.8426 - val_mean_absolute_error: 122.3748 Epoch 4059/5000 148/148 [==============================] - 0s 27us/step - loss: 13731.1924 - mean_absolute_error: 68.3768 - val_loss: 24926.1299 - val_mean_absolute_error: 122.3557 Epoch 4060/5000 148/148 [==============================] - 0s 41us/step - loss: 13728.7617 - mean_absolute_error: 68.3711 - val_loss: 24919.4166 - val_mean_absolute_error: 122.3365 Epoch 4061/5000 148/148 [==============================] - 0s 41us/step - loss: 13726.3330 - mean_absolute_error: 68.3653 - val_loss: 24912.7091 - val_mean_absolute_error: 122.3174 Epoch 4062/5000 148/148 [==============================] - 0s 20us/step - loss: 13723.9014 - mean_absolute_error: 68.3596 - val_loss: 24906.0053 - val_mean_absolute_error: 122.2983 Epoch 4063/5000 148/148 [==============================] - 0s 27us/step - loss: 13721.4736 - mean_absolute_error: 68.3538 - val_loss: 24899.3044 - val_mean_absolute_error: 122.2792 Epoch 4064/5000 148/148 [==============================] - 0s 27us/step - loss: 13719.0439 - mean_absolute_error: 68.3481 - val_loss: 24892.6070 - val_mean_absolute_error: 122.2601 Epoch 4065/5000 148/148 [==============================] - 0s 20us/step - loss: 13716.6182 - mean_absolute_error: 68.3423 - val_loss: 24885.9111 - val_mean_absolute_error: 122.2410 Epoch 4066/5000 148/148 [==============================] - 0s 27us/step - loss: 13714.1895 - mean_absolute_error: 68.3365 - val_loss: 24879.2230 - val_mean_absolute_error: 122.2220 Epoch 4067/5000 148/148 [==============================] - 0s 41us/step - loss: 13711.7617 - mean_absolute_error: 68.3307 - val_loss: 24872.5382 - val_mean_absolute_error: 122.2030 Epoch 4068/5000 148/148 [==============================] - 0s 27us/step - loss: 13709.3359 - mean_absolute_error: 68.3250 - val_loss: 24865.8507 - val_mean_absolute_error: 122.1840 Epoch 4069/5000 148/148 [==============================] - 0s 27us/step - loss: 13706.9111 - mean_absolute_error: 68.3192 - val_loss: 24859.1729 - val_mean_absolute_error: 122.1649 Epoch 4070/5000 148/148 [==============================] - 0s 27us/step - loss: 13704.4863 - mean_absolute_error: 68.3134 - val_loss: 24852.4982 - val_mean_absolute_error: 122.1460 Epoch 4071/5000 148/148 [==============================] - 0s 27us/step - loss: 13702.0635 - mean_absolute_error: 68.3076 - val_loss: 24845.8274 - val_mean_absolute_error: 122.1270 Epoch 4072/5000 148/148 [==============================] - 0s 27us/step - loss: 13699.6406 - mean_absolute_error: 68.3018 - val_loss: 24839.1599 - val_mean_absolute_error: 122.1080 Epoch 4073/5000 148/148 [==============================] - 0s 27us/step - loss: 13697.2207 - mean_absolute_error: 68.2960 - val_loss: 24832.4962 - val_mean_absolute_error: 122.0891 Epoch 4074/5000 148/148 [==============================] - 0s 34us/step - loss: 13694.7969 - mean_absolute_error: 68.2902 - val_loss: 24825.8374 - val_mean_absolute_error: 122.0702 Epoch 4075/5000 148/148 [==============================] - 0s 27us/step - loss: 13692.3760 - mean_absolute_error: 68.2844 - val_loss: 24819.1806 - val_mean_absolute_error: 122.0513 Epoch 4076/5000 148/148 [==============================] - 0s 34us/step - loss: 13689.9551 - mean_absolute_error: 68.2786 - val_loss: 24812.5349 - val_mean_absolute_error: 122.0324 Epoch 4077/5000 148/148 [==============================] - 0s 27us/step - loss: 13687.5381 - mean_absolute_error: 68.2728 - val_loss: 24805.8871 - val_mean_absolute_error: 122.0136 Epoch 4078/5000 148/148 [==============================] - 0s 27us/step - loss: 13685.1191 - mean_absolute_error: 68.2670 - val_loss: 24799.2447 - val_mean_absolute_error: 121.9947 Epoch 4079/5000 148/148 [==============================] - 0s 27us/step - loss: 13682.7031 - mean_absolute_error: 68.2612 - val_loss: 24792.6059 - val_mean_absolute_error: 121.9759 Epoch 4080/5000 148/148 [==============================] - 0s 34us/step - loss: 13680.2842 - mean_absolute_error: 68.2553 - val_loss: 24785.9720 - val_mean_absolute_error: 121.9571 Epoch 4081/5000 148/148 [==============================] - 0s 27us/step - loss: 13677.8682 - mean_absolute_error: 68.2495 - val_loss: 24779.3420 - val_mean_absolute_error: 121.9382 Epoch 4082/5000 148/148 [==============================] - 0s 34us/step - loss: 13675.4531 - mean_absolute_error: 68.2437 - val_loss: 24772.7135 - val_mean_absolute_error: 121.9195 Epoch 4083/5000 148/148 [==============================] - 0s 27us/step - loss: 13673.0391 - mean_absolute_error: 68.2378 - val_loss: 24766.0928 - val_mean_absolute_error: 121.9007 Epoch 4084/5000 148/148 [==============================] - 0s 20us/step - loss: 13670.6143 - mean_absolute_error: 68.2319 - val_loss: 24759.4696 - val_mean_absolute_error: 121.8819 Epoch 4085/5000 148/148 [==============================] - 0s 27us/step - loss: 13668.1904 - mean_absolute_error: 68.2260 - val_loss: 24752.8557 - val_mean_absolute_error: 121.8632 Epoch 4086/5000 148/148 [==============================] - 0s 27us/step - loss: 13665.7676 - mean_absolute_error: 68.2201 - val_loss: 24746.2453 - val_mean_absolute_error: 121.8445 Epoch 4087/5000 148/148 [==============================] - 0s 27us/step - loss: 13663.3447 - mean_absolute_error: 68.2142 - val_loss: 24739.6367 - val_mean_absolute_error: 121.8258 Epoch 4088/5000 148/148 [==============================] - 0s 20us/step - loss: 13660.9199 - mean_absolute_error: 68.2083 - val_loss: 24733.0355 - val_mean_absolute_error: 121.8071 Epoch 4089/5000 148/148 [==============================] - 0s 27us/step - loss: 13658.4961 - mean_absolute_error: 68.2023 - val_loss: 24726.4359 - val_mean_absolute_error: 121.7884 Epoch 4090/5000 148/148 [==============================] - 0s 34us/step - loss: 13656.0723 - mean_absolute_error: 68.1964 - val_loss: 24719.8398 - val_mean_absolute_error: 121.7698 Epoch 4091/5000 148/148 [==============================] - 0s 34us/step - loss: 13653.6494 - mean_absolute_error: 68.1905 - val_loss: 24713.2474 - val_mean_absolute_error: 121.7511 Epoch 4092/5000 148/148 [==============================] - 0s 34us/step - loss: 13651.2266 - mean_absolute_error: 68.1846 - val_loss: 24706.6584 - val_mean_absolute_error: 121.7325 Epoch 4093/5000 148/148 [==============================] - 0s 20us/step - loss: 13648.8027 - mean_absolute_error: 68.1787 - val_loss: 24700.0730 - val_mean_absolute_error: 121.7139 Epoch 4094/5000 148/148 [==============================] - 0s 27us/step - loss: 13646.3818 - mean_absolute_error: 68.1728 - val_loss: 24693.4932 - val_mean_absolute_error: 121.6953 Epoch 4095/5000 148/148 [==============================] - 0s 27us/step - loss: 13643.9590 - mean_absolute_error: 68.1668 - val_loss: 24686.9152 - val_mean_absolute_error: 121.6768 Epoch 4096/5000 148/148 [==============================] - 0s 27us/step - loss: 13641.5391 - mean_absolute_error: 68.1609 - val_loss: 24680.3405 - val_mean_absolute_error: 121.6582 Epoch 4097/5000 148/148 [==============================] - 0s 27us/step - loss: 13639.1152 - mean_absolute_error: 68.1550 - val_loss: 24673.7715 - val_mean_absolute_error: 121.6396 Epoch 4098/5000 148/148 [==============================] - 0s 34us/step - loss: 13636.6963 - mean_absolute_error: 68.1491 - val_loss: 24667.2039 - val_mean_absolute_error: 121.6211 Epoch 4099/5000 148/148 [==============================] - 0s 27us/step - loss: 13634.2773 - mean_absolute_error: 68.1431 - val_loss: 24660.6441 - val_mean_absolute_error: 121.6026 Epoch 4100/5000 148/148 [==============================] - 0s 27us/step - loss: 13631.8574 - mean_absolute_error: 68.1372 - val_loss: 24654.0836 - val_mean_absolute_error: 121.5841 Epoch 4101/5000 148/148 [==============================] - 0s 27us/step - loss: 13629.4375 - mean_absolute_error: 68.1313 - val_loss: 24647.5272 - val_mean_absolute_error: 121.5656 Epoch 4102/5000 148/148 [==============================] - 0s 20us/step - loss: 13627.0205 - mean_absolute_error: 68.1254 - val_loss: 24640.9719 - val_mean_absolute_error: 121.5471 Epoch 4103/5000 148/148 [==============================] - 0s 27us/step - loss: 13624.6006 - mean_absolute_error: 68.1194 - val_loss: 24634.4204 - val_mean_absolute_error: 121.5286 Epoch 4104/5000 148/148 [==============================] - 0s 27us/step - loss: 13622.1836 - mean_absolute_error: 68.1135 - val_loss: 24627.8747 - val_mean_absolute_error: 121.5101 Epoch 4105/5000 148/148 [==============================] - 0s 27us/step - loss: 13619.7666 - mean_absolute_error: 68.1075 - val_loss: 24621.3302 - val_mean_absolute_error: 121.4917 Epoch 4106/5000 148/148 [==============================] - 0s 34us/step - loss: 13617.3516 - mean_absolute_error: 68.1016 - val_loss: 24614.7914 - val_mean_absolute_error: 121.4732 Epoch 4107/5000 148/148 [==============================] - 0s 34us/step - loss: 13614.9355 - mean_absolute_error: 68.0957 - val_loss: 24608.2545 - val_mean_absolute_error: 121.4548 Epoch 4108/5000 148/148 [==============================] - 0s 27us/step - loss: 13612.5215 - mean_absolute_error: 68.0897 - val_loss: 24601.7210 - val_mean_absolute_error: 121.4364 Epoch 4109/5000 148/148 [==============================] - 0s 20us/step - loss: 13610.1064 - mean_absolute_error: 68.0838 - val_loss: 24595.1893 - val_mean_absolute_error: 121.4180 Epoch 4110/5000 148/148 [==============================] - 0s 27us/step - loss: 13607.6914 - mean_absolute_error: 68.0778 - val_loss: 24588.6610 - val_mean_absolute_error: 121.3996 Epoch 4111/5000 148/148 [==============================] - 0s 27us/step - loss: 13605.2783 - mean_absolute_error: 68.0719 - val_loss: 24582.1366 - val_mean_absolute_error: 121.3812 Epoch 4112/5000 148/148 [==============================] - 0s 34us/step - loss: 13602.8662 - mean_absolute_error: 68.0659 - val_loss: 24575.6156 - val_mean_absolute_error: 121.3628 Epoch 4113/5000 148/148 [==============================] - 0s 20us/step - loss: 13600.4541 - mean_absolute_error: 68.0599 - val_loss: 24569.0983 - val_mean_absolute_error: 121.3444 Epoch 4114/5000 148/148 [==============================] - 0s 27us/step - loss: 13598.0420 - mean_absolute_error: 68.0540 - val_loss: 24562.5829 - val_mean_absolute_error: 121.3261 Epoch 4115/5000 148/148 [==============================] - 0s 27us/step - loss: 13595.6299 - mean_absolute_error: 68.0480 - val_loss: 24556.0726 - val_mean_absolute_error: 121.3077 Epoch 4116/5000 148/148 [==============================] - 0s 27us/step - loss: 13593.2217 - mean_absolute_error: 68.0421 - val_loss: 24549.5600 - val_mean_absolute_error: 121.2894 Epoch 4117/5000 148/148 [==============================] - 0s 20us/step - loss: 13590.8096 - mean_absolute_error: 68.0361 - val_loss: 24543.0534 - val_mean_absolute_error: 121.2711 Epoch 4118/5000 148/148 [==============================] - 0s 34us/step - loss: 13588.4014 - mean_absolute_error: 68.0302 - val_loss: 24536.5485 - val_mean_absolute_error: 121.2528 Epoch 4119/5000 148/148 [==============================] - 0s 27us/step - loss: 13585.9912 - mean_absolute_error: 68.0244 - val_loss: 24530.0451 - val_mean_absolute_error: 121.2345 Epoch 4120/5000 148/148 [==============================] - 0s 34us/step - loss: 13583.5840 - mean_absolute_error: 68.0185 - val_loss: 24523.5473 - val_mean_absolute_error: 121.2161 Epoch 4121/5000 148/148 [==============================] - 0s 20us/step - loss: 13581.1768 - mean_absolute_error: 68.0126 - val_loss: 24517.0514 - val_mean_absolute_error: 121.1979 Epoch 4122/5000 148/148 [==============================] - 0s 20us/step - loss: 13578.7695 - mean_absolute_error: 68.0068 - val_loss: 24510.5590 - val_mean_absolute_error: 121.1796 Epoch 4123/5000 148/148 [==============================] - 0s 20us/step - loss: 13576.3643 - mean_absolute_error: 68.0009 - val_loss: 24504.0682 - val_mean_absolute_error: 121.1613 Epoch 4124/5000 148/148 [==============================] - 0s 27us/step - loss: 13573.9551 - mean_absolute_error: 67.9950 - val_loss: 24497.5775 - val_mean_absolute_error: 121.1430 Epoch 4125/5000 148/148 [==============================] - 0s 27us/step - loss: 13571.5518 - mean_absolute_error: 67.9892 - val_loss: 24491.0939 - val_mean_absolute_error: 121.1248 Epoch 4126/5000 148/148 [==============================] - 0s 41us/step - loss: 13569.1465 - mean_absolute_error: 67.9833 - val_loss: 24484.6081 - val_mean_absolute_error: 121.1065 Epoch 4127/5000 148/148 [==============================] - 0s 20us/step - loss: 13566.7422 - mean_absolute_error: 67.9774 - val_loss: 24478.1300 - val_mean_absolute_error: 121.0883 Epoch 4128/5000 148/148 [==============================] - 0s 27us/step - loss: 13564.3350 - mean_absolute_error: 67.9714 - val_loss: 24471.6492 - val_mean_absolute_error: 121.0700 Epoch 4129/5000 148/148 [==============================] - 0s 27us/step - loss: 13561.9277 - mean_absolute_error: 67.9654 - val_loss: 24465.1756 - val_mean_absolute_error: 121.0518 Epoch 4130/5000 148/148 [==============================] - 0s 27us/step - loss: 13559.5215 - mean_absolute_error: 67.9594 - val_loss: 24458.7015 - val_mean_absolute_error: 121.0336 Epoch 4131/5000 148/148 [==============================] - 0s 27us/step - loss: 13557.1133 - mean_absolute_error: 67.9534 - val_loss: 24452.2288 - val_mean_absolute_error: 121.0153 Epoch 4132/5000 148/148 [==============================] - 0s 27us/step - loss: 13554.7070 - mean_absolute_error: 67.9474 - val_loss: 24445.7594 - val_mean_absolute_error: 120.9971 Epoch 4133/5000 148/148 [==============================] - 0s 27us/step - loss: 13552.2998 - mean_absolute_error: 67.9414 - val_loss: 24439.2891 - val_mean_absolute_error: 120.9789 Epoch 4134/5000 148/148 [==============================] - 0s 47us/step - loss: 13549.8936 - mean_absolute_error: 67.9354 - val_loss: 24432.8189 - val_mean_absolute_error: 120.9607 Epoch 4135/5000 148/148 [==============================] - 0s 34us/step - loss: 13547.4873 - mean_absolute_error: 67.9294 - val_loss: 24426.3557 - val_mean_absolute_error: 120.9425 Epoch 4136/5000 148/148 [==============================] - 0s 27us/step - loss: 13545.0820 - mean_absolute_error: 67.9234 - val_loss: 24419.8902 - val_mean_absolute_error: 120.9243 Epoch 4137/5000 148/148 [==============================] - 0s 27us/step - loss: 13542.6768 - mean_absolute_error: 67.9174 - val_loss: 24413.4302 - val_mean_absolute_error: 120.9062 Epoch 4138/5000 148/148 [==============================] - 0s 34us/step - loss: 13540.2705 - mean_absolute_error: 67.9114 - val_loss: 24406.9679 - val_mean_absolute_error: 120.8880 Epoch 4139/5000 148/148 [==============================] - 0s 27us/step - loss: 13537.8672 - mean_absolute_error: 67.9054 - val_loss: 24400.5127 - val_mean_absolute_error: 120.8698 Epoch 4140/5000 148/148 [==============================] - 0s 20us/step - loss: 13535.4629 - mean_absolute_error: 67.8993 - val_loss: 24394.0556 - val_mean_absolute_error: 120.8517 Epoch 4141/5000 148/148 [==============================] - 0s 34us/step - loss: 13533.0596 - mean_absolute_error: 67.8933 - val_loss: 24387.6021 - val_mean_absolute_error: 120.8335 Epoch 4142/5000 148/148 [==============================] - 0s 27us/step - loss: 13530.6553 - mean_absolute_error: 67.8873 - val_loss: 24381.1499 - val_mean_absolute_error: 120.8154 Epoch 4143/5000 148/148 [==============================] - 0s 20us/step - loss: 13528.2529 - mean_absolute_error: 67.8813 - val_loss: 24374.7018 - val_mean_absolute_error: 120.7972 Epoch 4144/5000 148/148 [==============================] - 0s 27us/step - loss: 13525.8506 - mean_absolute_error: 67.8753 - val_loss: 24368.2528 - val_mean_absolute_error: 120.7791 Epoch 4145/5000 148/148 [==============================] - 0s 27us/step - loss: 13523.4473 - mean_absolute_error: 67.8692 - val_loss: 24361.8058 - val_mean_absolute_error: 120.7609 Epoch 4146/5000 148/148 [==============================] - 0s 20us/step - loss: 13521.0449 - mean_absolute_error: 67.8632 - val_loss: 24355.3641 - val_mean_absolute_error: 120.7428 Epoch 4147/5000 148/148 [==============================] - 0s 27us/step - loss: 13518.6455 - mean_absolute_error: 67.8572 - val_loss: 24348.9227 - val_mean_absolute_error: 120.7247 Epoch 4148/5000 148/148 [==============================] - 0s 34us/step - loss: 13516.2451 - mean_absolute_error: 67.8512 - val_loss: 24342.4827 - val_mean_absolute_error: 120.7066 Epoch 4149/5000 148/148 [==============================] - 0s 27us/step - loss: 13513.8438 - mean_absolute_error: 67.8451 - val_loss: 24336.0404 - val_mean_absolute_error: 120.6884 Epoch 4150/5000 148/148 [==============================] - 0s 41us/step - loss: 13511.4453 - mean_absolute_error: 67.8391 - val_loss: 24329.6058 - val_mean_absolute_error: 120.6703 Epoch 4151/5000 148/148 [==============================] - 0s 27us/step - loss: 13509.0439 - mean_absolute_error: 67.8330 - val_loss: 24323.1749 - val_mean_absolute_error: 120.6522 Epoch 4152/5000 148/148 [==============================] - 0s 27us/step - loss: 13506.6465 - mean_absolute_error: 67.8270 - val_loss: 24316.7401 - val_mean_absolute_error: 120.6341 Epoch 4153/5000 148/148 [==============================] - 0s 27us/step - loss: 13504.2471 - mean_absolute_error: 67.8210 - val_loss: 24310.3085 - val_mean_absolute_error: 120.6160 Epoch 4154/5000 148/148 [==============================] - 0s 27us/step - loss: 13501.8477 - mean_absolute_error: 67.8149 - val_loss: 24303.8768 - val_mean_absolute_error: 120.5979 Epoch 4155/5000 148/148 [==============================] - 0s 34us/step - loss: 13499.4512 - mean_absolute_error: 67.8089 - val_loss: 24297.4508 - val_mean_absolute_error: 120.5798 Epoch 4156/5000 148/148 [==============================] - 0s 41us/step - loss: 13497.0537 - mean_absolute_error: 67.8028 - val_loss: 24291.0265 - val_mean_absolute_error: 120.5617 Epoch 4157/5000 148/148 [==============================] - 0s 27us/step - loss: 13494.6562 - mean_absolute_error: 67.7968 - val_loss: 24284.6040 - val_mean_absolute_error: 120.5436 Epoch 4158/5000 148/148 [==============================] - 0s 27us/step - loss: 13492.2598 - mean_absolute_error: 67.7908 - val_loss: 24278.1793 - val_mean_absolute_error: 120.5255 Epoch 4159/5000 148/148 [==============================] - 0s 20us/step - loss: 13489.8643 - mean_absolute_error: 67.7847 - val_loss: 24271.7602 - val_mean_absolute_error: 120.5074 Epoch 4160/5000 148/148 [==============================] - 0s 27us/step - loss: 13487.4688 - mean_absolute_error: 67.7787 - val_loss: 24265.3413 - val_mean_absolute_error: 120.4893 Epoch 4161/5000 148/148 [==============================] - 0s 27us/step - loss: 13485.0742 - mean_absolute_error: 67.7726 - val_loss: 24258.9277 - val_mean_absolute_error: 120.4713 Epoch 4162/5000 148/148 [==============================] - 0s 20us/step - loss: 13482.6797 - mean_absolute_error: 67.7666 - val_loss: 24252.5041 - val_mean_absolute_error: 120.4532 Epoch 4163/5000 148/148 [==============================] - 0s 27us/step - loss: 13480.2852 - mean_absolute_error: 67.7605 - val_loss: 24246.0942 - val_mean_absolute_error: 120.4351 Epoch 4164/5000 148/148 [==============================] - 0s 27us/step - loss: 13477.8906 - mean_absolute_error: 67.7545 - val_loss: 24239.6820 - val_mean_absolute_error: 120.4170 Epoch 4165/5000 148/148 [==============================] - 0s 27us/step - loss: 13475.4980 - mean_absolute_error: 67.7484 - val_loss: 24233.2699 - val_mean_absolute_error: 120.3989 Epoch 4166/5000 148/148 [==============================] - 0s 27us/step - loss: 13473.1064 - mean_absolute_error: 67.7424 - val_loss: 24226.8631 - val_mean_absolute_error: 120.3809 Epoch 4167/5000 148/148 [==============================] - 0s 20us/step - loss: 13470.7119 - mean_absolute_error: 67.7363 - val_loss: 24220.4523 - val_mean_absolute_error: 120.3628 Epoch 4168/5000 148/148 [==============================] - 0s 27us/step - loss: 13468.3203 - mean_absolute_error: 67.7302 - val_loss: 24214.0495 - val_mean_absolute_error: 120.3447 Epoch 4169/5000 148/148 [==============================] - 0s 20us/step - loss: 13465.9277 - mean_absolute_error: 67.7242 - val_loss: 24207.6422 - val_mean_absolute_error: 120.3266 Epoch 4170/5000 148/148 [==============================] - 0s 27us/step - loss: 13463.5371 - mean_absolute_error: 67.7181 - val_loss: 24201.2407 - val_mean_absolute_error: 120.3086 Epoch 4171/5000 148/148 [==============================] - 0s 27us/step - loss: 13461.1475 - mean_absolute_error: 67.7121 - val_loss: 24194.8429 - val_mean_absolute_error: 120.2905 Epoch 4172/5000 148/148 [==============================] - 0s 41us/step - loss: 13458.7568 - mean_absolute_error: 67.7060 - val_loss: 24188.4435 - val_mean_absolute_error: 120.2725 Epoch 4173/5000 148/148 [==============================] - 0s 27us/step - loss: 13456.3672 - mean_absolute_error: 67.6999 - val_loss: 24182.0450 - val_mean_absolute_error: 120.2544 Epoch 4174/5000 148/148 [==============================] - 0s 27us/step - loss: 13453.9785 - mean_absolute_error: 67.6939 - val_loss: 24175.6489 - val_mean_absolute_error: 120.2364 Epoch 4175/5000 148/148 [==============================] - 0s 27us/step - loss: 13451.5869 - mean_absolute_error: 67.6878 - val_loss: 24169.2621 - val_mean_absolute_error: 120.2184 Epoch 4176/5000 148/148 [==============================] - 0s 27us/step - loss: 13449.1992 - mean_absolute_error: 67.6817 - val_loss: 24162.8769 - val_mean_absolute_error: 120.2005 Epoch 4177/5000 148/148 [==============================] - 0s 27us/step - loss: 13446.8135 - mean_absolute_error: 67.6757 - val_loss: 24156.4956 - val_mean_absolute_error: 120.1826 Epoch 4178/5000 148/148 [==============================] - 0s 27us/step - loss: 13444.4248 - mean_absolute_error: 67.6696 - val_loss: 24150.1161 - val_mean_absolute_error: 120.1647 Epoch 4179/5000 148/148 [==============================] - 0s 34us/step - loss: 13442.0381 - mean_absolute_error: 67.6635 - val_loss: 24143.7386 - val_mean_absolute_error: 120.1467 Epoch 4180/5000 148/148 [==============================] - 0s 41us/step - loss: 13439.6514 - mean_absolute_error: 67.6575 - val_loss: 24137.3607 - val_mean_absolute_error: 120.1288 Epoch 4181/5000 148/148 [==============================] - 0s 27us/step - loss: 13437.2637 - mean_absolute_error: 67.6514 - val_loss: 24130.9828 - val_mean_absolute_error: 120.1109 Epoch 4182/5000 148/148 [==============================] - 0s 34us/step - loss: 13434.8789 - mean_absolute_error: 67.6453 - val_loss: 24124.6105 - val_mean_absolute_error: 120.0930 Epoch 4183/5000 148/148 [==============================] - 0s 27us/step - loss: 13432.4932 - mean_absolute_error: 67.6393 - val_loss: 24118.2362 - val_mean_absolute_error: 120.0751 Epoch 4184/5000 148/148 [==============================] - 0s 27us/step - loss: 13430.1084 - mean_absolute_error: 67.6332 - val_loss: 24111.8636 - val_mean_absolute_error: 120.0572 Epoch 4185/5000 148/148 [==============================] - 0s 27us/step - loss: 13427.7236 - mean_absolute_error: 67.6271 - val_loss: 24105.4965 - val_mean_absolute_error: 120.0393 Epoch 4186/5000 148/148 [==============================] - 0s 34us/step - loss: 13425.3408 - mean_absolute_error: 67.6210 - val_loss: 24099.1216 - val_mean_absolute_error: 120.0214 Epoch 4187/5000 148/148 [==============================] - 0s 27us/step - loss: 13422.9551 - mean_absolute_error: 67.6149 - val_loss: 24092.7567 - val_mean_absolute_error: 120.0034 Epoch 4188/5000 148/148 [==============================] - 0s 27us/step - loss: 13420.5723 - mean_absolute_error: 67.6089 - val_loss: 24086.3913 - val_mean_absolute_error: 119.9855 Epoch 4189/5000 148/148 [==============================] - 0s 27us/step - loss: 13418.1904 - mean_absolute_error: 67.6028 - val_loss: 24080.0256 - val_mean_absolute_error: 119.9676 Epoch 4190/5000 148/148 [==============================] - 0s 27us/step - loss: 13415.8076 - mean_absolute_error: 67.5967 - val_loss: 24073.6620 - val_mean_absolute_error: 119.9497 Epoch 4191/5000 148/148 [==============================] - 0s 27us/step - loss: 13413.4258 - mean_absolute_error: 67.5906 - val_loss: 24067.2979 - val_mean_absolute_error: 119.9318 Epoch 4192/5000 148/148 [==============================] - 0s 27us/step - loss: 13411.0439 - mean_absolute_error: 67.5845 - val_loss: 24060.9380 - val_mean_absolute_error: 119.9139 Epoch 4193/5000 148/148 [==============================] - 0s 20us/step - loss: 13408.6621 - mean_absolute_error: 67.5785 - val_loss: 24054.5777 - val_mean_absolute_error: 119.8960 Epoch 4194/5000 148/148 [==============================] - 0s 41us/step - loss: 13406.2812 - mean_absolute_error: 67.5724 - val_loss: 24048.2193 - val_mean_absolute_error: 119.8781 Epoch 4195/5000 148/148 [==============================] - 0s 20us/step - loss: 13403.8994 - mean_absolute_error: 67.5663 - val_loss: 24041.8628 - val_mean_absolute_error: 119.8602 Epoch 4196/5000 148/148 [==============================] - 0s 27us/step - loss: 13401.5205 - mean_absolute_error: 67.5602 - val_loss: 24035.4982 - val_mean_absolute_error: 119.8422 Epoch 4197/5000 148/148 [==============================] - 0s 27us/step - loss: 13399.1406 - mean_absolute_error: 67.5541 - val_loss: 24029.1217 - val_mean_absolute_error: 119.8242 Epoch 4198/5000 148/148 [==============================] - 0s 34us/step - loss: 13396.7598 - mean_absolute_error: 67.5479 - val_loss: 24022.7526 - val_mean_absolute_error: 119.8062 Epoch 4199/5000 148/148 [==============================] - 0s 20us/step - loss: 13394.3770 - mean_absolute_error: 67.5417 - val_loss: 24016.3771 - val_mean_absolute_error: 119.7882 Epoch 4200/5000 148/148 [==============================] - 0s 41us/step - loss: 13391.9941 - mean_absolute_error: 67.5356 - val_loss: 24010.0074 - val_mean_absolute_error: 119.7701 Epoch 4201/5000 148/148 [==============================] - 0s 27us/step - loss: 13389.6123 - mean_absolute_error: 67.5294 - val_loss: 24003.6376 - val_mean_absolute_error: 119.7521 Epoch 4202/5000 148/148 [==============================] - 0s 27us/step - loss: 13387.2305 - mean_absolute_error: 67.5232 - val_loss: 23997.2649 - val_mean_absolute_error: 119.7341 Epoch 4203/5000 148/148 [==============================] - 0s 27us/step - loss: 13384.8496 - mean_absolute_error: 67.5170 - val_loss: 23990.9019 - val_mean_absolute_error: 119.7161 Epoch 4204/5000 148/148 [==============================] - 0s 20us/step - loss: 13382.4678 - mean_absolute_error: 67.5108 - val_loss: 23984.5309 - val_mean_absolute_error: 119.6981 Epoch 4205/5000 148/148 [==============================] - 0s 34us/step - loss: 13380.0879 - mean_absolute_error: 67.5046 - val_loss: 23978.1654 - val_mean_absolute_error: 119.6800 Epoch 4206/5000 148/148 [==============================] - 0s 27us/step - loss: 13377.7070 - mean_absolute_error: 67.4985 - val_loss: 23971.8017 - val_mean_absolute_error: 119.6620 Epoch 4207/5000 148/148 [==============================] - 0s 34us/step - loss: 13375.3252 - mean_absolute_error: 67.4923 - val_loss: 23965.4357 - val_mean_absolute_error: 119.6440 Epoch 4208/5000 148/148 [==============================] - 0s 27us/step - loss: 13372.9453 - mean_absolute_error: 67.4861 - val_loss: 23959.0736 - val_mean_absolute_error: 119.6260 Epoch 4209/5000 148/148 [==============================] - 0s 27us/step - loss: 13370.5664 - mean_absolute_error: 67.4799 - val_loss: 23952.7091 - val_mean_absolute_error: 119.6079 Epoch 4210/5000 148/148 [==============================] - 0s 27us/step - loss: 13368.1855 - mean_absolute_error: 67.4737 - val_loss: 23946.3504 - val_mean_absolute_error: 119.5899 Epoch 4211/5000 148/148 [==============================] - 0s 27us/step - loss: 13365.8076 - mean_absolute_error: 67.4675 - val_loss: 23939.9936 - val_mean_absolute_error: 119.5719 Epoch 4212/5000 148/148 [==============================] - 0s 27us/step - loss: 13363.4287 - mean_absolute_error: 67.4613 - val_loss: 23933.6324 - val_mean_absolute_error: 119.5539 Epoch 4213/5000 148/148 [==============================] - 0s 27us/step - loss: 13361.0518 - mean_absolute_error: 67.4551 - val_loss: 23927.2771 - val_mean_absolute_error: 119.5359 Epoch 4214/5000 148/148 [==============================] - 0s 27us/step - loss: 13358.6729 - mean_absolute_error: 67.4489 - val_loss: 23920.9176 - val_mean_absolute_error: 119.5178 Epoch 4215/5000 148/148 [==============================] - 0s 27us/step - loss: 13356.2959 - mean_absolute_error: 67.4427 - val_loss: 23914.5641 - val_mean_absolute_error: 119.4998 Epoch 4216/5000 148/148 [==============================] - 0s 27us/step - loss: 13353.9180 - mean_absolute_error: 67.4365 - val_loss: 23908.2099 - val_mean_absolute_error: 119.4818 Epoch 4217/5000 148/148 [==============================] - 0s 20us/step - loss: 13351.5400 - mean_absolute_error: 67.4303 - val_loss: 23901.8559 - val_mean_absolute_error: 119.4637 Epoch 4218/5000 148/148 [==============================] - 0s 34us/step - loss: 13349.1641 - mean_absolute_error: 67.4241 - val_loss: 23895.5058 - val_mean_absolute_error: 119.4457 Epoch 4219/5000 148/148 [==============================] - 0s 27us/step - loss: 13346.7881 - mean_absolute_error: 67.4179 - val_loss: 23889.1517 - val_mean_absolute_error: 119.4277 Epoch 4220/5000 148/148 [==============================] - 0s 27us/step - loss: 13344.4111 - mean_absolute_error: 67.4118 - val_loss: 23882.8029 - val_mean_absolute_error: 119.4096 Epoch 4221/5000 148/148 [==============================] - 0s 20us/step - loss: 13342.0371 - mean_absolute_error: 67.4057 - val_loss: 23876.4521 - val_mean_absolute_error: 119.3916 Epoch 4222/5000 148/148 [==============================] - 0s 27us/step - loss: 13339.6611 - mean_absolute_error: 67.3996 - val_loss: 23870.1053 - val_mean_absolute_error: 119.3735 Epoch 4223/5000 148/148 [==============================] - 0s 27us/step - loss: 13337.2861 - mean_absolute_error: 67.3934 - val_loss: 23863.7565 - val_mean_absolute_error: 119.3555 Epoch 4224/5000 148/148 [==============================] - 0s 34us/step - loss: 13334.9121 - mean_absolute_error: 67.3873 - val_loss: 23857.4111 - val_mean_absolute_error: 119.3375 Epoch 4225/5000 148/148 [==============================] - 0s 20us/step - loss: 13332.5400 - mean_absolute_error: 67.3812 - val_loss: 23851.0677 - val_mean_absolute_error: 119.3194 Epoch 4226/5000 148/148 [==============================] - 0s 34us/step - loss: 13330.1650 - mean_absolute_error: 67.3751 - val_loss: 23844.7242 - val_mean_absolute_error: 119.3014 Epoch 4227/5000 148/148 [==============================] - 0s 34us/step - loss: 13327.7930 - mean_absolute_error: 67.3689 - val_loss: 23838.3786 - val_mean_absolute_error: 119.2833 Epoch 4228/5000 148/148 [==============================] - 0s 27us/step - loss: 13325.4199 - mean_absolute_error: 67.3628 - val_loss: 23832.0391 - val_mean_absolute_error: 119.2653 Epoch 4229/5000 148/148 [==============================] - 0s 20us/step - loss: 13323.0479 - mean_absolute_error: 67.3567 - val_loss: 23825.6969 - val_mean_absolute_error: 119.2472 Epoch 4230/5000 148/148 [==============================] - 0s 34us/step - loss: 13320.6758 - mean_absolute_error: 67.3506 - val_loss: 23819.3569 - val_mean_absolute_error: 119.2292 Epoch 4231/5000 148/148 [==============================] - 0s 20us/step - loss: 13318.3037 - mean_absolute_error: 67.3444 - val_loss: 23813.0169 - val_mean_absolute_error: 119.2111 Epoch 4232/5000 148/148 [==============================] - 0s 20us/step - loss: 13315.9326 - mean_absolute_error: 67.3383 - val_loss: 23806.6786 - val_mean_absolute_error: 119.1931 Epoch 4233/5000 148/148 [==============================] - 0s 41us/step - loss: 13313.5615 - mean_absolute_error: 67.3322 - val_loss: 23800.3423 - val_mean_absolute_error: 119.1750 Epoch 4234/5000 148/148 [==============================] - 0s 27us/step - loss: 13311.1904 - mean_absolute_error: 67.3260 - val_loss: 23794.0077 - val_mean_absolute_error: 119.1569 Epoch 4235/5000 148/148 [==============================] - 0s 27us/step - loss: 13308.8223 - mean_absolute_error: 67.3199 - val_loss: 23787.6690 - val_mean_absolute_error: 119.1389 Epoch 4236/5000 148/148 [==============================] - 0s 20us/step - loss: 13306.4531 - mean_absolute_error: 67.3137 - val_loss: 23781.3380 - val_mean_absolute_error: 119.1208 Epoch 4237/5000 148/148 [==============================] - 0s 34us/step - loss: 13304.0840 - mean_absolute_error: 67.3076 - val_loss: 23775.0031 - val_mean_absolute_error: 119.1027 Epoch 4238/5000 148/148 [==============================] - 0s 27us/step - loss: 13301.7148 - mean_absolute_error: 67.3015 - val_loss: 23768.6683 - val_mean_absolute_error: 119.0847 Epoch 4239/5000 148/148 [==============================] - 0s 27us/step - loss: 13299.3467 - mean_absolute_error: 67.2953 - val_loss: 23762.3369 - val_mean_absolute_error: 119.0666 Epoch 4240/5000 148/148 [==============================] - 0s 27us/step - loss: 13296.9775 - mean_absolute_error: 67.2892 - val_loss: 23756.0078 - val_mean_absolute_error: 119.0485 Epoch 4241/5000 148/148 [==============================] - 0s 27us/step - loss: 13294.6094 - mean_absolute_error: 67.2830 - val_loss: 23749.6743 - val_mean_absolute_error: 119.0305 Epoch 4242/5000 148/148 [==============================] - 0s 34us/step - loss: 13292.2432 - mean_absolute_error: 67.2769 - val_loss: 23743.3486 - val_mean_absolute_error: 119.0124 Epoch 4243/5000 148/148 [==============================] - 0s 34us/step - loss: 13289.8770 - mean_absolute_error: 67.2707 - val_loss: 23737.0211 - val_mean_absolute_error: 118.9943 Epoch 4244/5000 148/148 [==============================] - 0s 27us/step - loss: 13287.5098 - mean_absolute_error: 67.2646 - val_loss: 23730.6951 - val_mean_absolute_error: 118.9762 Epoch 4245/5000 148/148 [==============================] - 0s 27us/step - loss: 13285.1426 - mean_absolute_error: 67.2584 - val_loss: 23724.3692 - val_mean_absolute_error: 118.9581 Epoch 4246/5000 148/148 [==============================] - 0s 27us/step - loss: 13282.7773 - mean_absolute_error: 67.2523 - val_loss: 23718.0432 - val_mean_absolute_error: 118.9401 Epoch 4247/5000 148/148 [==============================] - 0s 20us/step - loss: 13280.4121 - mean_absolute_error: 67.2461 - val_loss: 23711.7210 - val_mean_absolute_error: 118.9220 Epoch 4248/5000 148/148 [==============================] - 0s 34us/step - loss: 13278.0469 - mean_absolute_error: 67.2400 - val_loss: 23705.3967 - val_mean_absolute_error: 118.9039 Epoch 4249/5000 148/148 [==============================] - 0s 41us/step - loss: 13275.6836 - mean_absolute_error: 67.2338 - val_loss: 23699.0764 - val_mean_absolute_error: 118.8858 Epoch 4250/5000 148/148 [==============================] - 0s 20us/step - loss: 13273.3193 - mean_absolute_error: 67.2277 - val_loss: 23692.7540 - val_mean_absolute_error: 118.8677 Epoch 4251/5000 148/148 [==============================] - 0s 20us/step - loss: 13270.9551 - mean_absolute_error: 67.2215 - val_loss: 23686.4273 - val_mean_absolute_error: 118.8495 Epoch 4252/5000 148/148 [==============================] - 0s 27us/step - loss: 13268.5918 - mean_absolute_error: 67.2154 - val_loss: 23680.0953 - val_mean_absolute_error: 118.8313 Epoch 4253/5000 148/148 [==============================] - 0s 27us/step - loss: 13266.2285 - mean_absolute_error: 67.2092 - val_loss: 23673.7667 - val_mean_absolute_error: 118.8132 Epoch 4254/5000 148/148 [==============================] - 0s 27us/step - loss: 13263.8672 - mean_absolute_error: 67.2031 - val_loss: 23667.4343 - val_mean_absolute_error: 118.7950 Epoch 4255/5000 148/148 [==============================] - 0s 27us/step - loss: 13261.5029 - mean_absolute_error: 67.1969 - val_loss: 23661.0421 - val_mean_absolute_error: 118.7767 Epoch 4256/5000 148/148 [==============================] - 0s 34us/step - loss: 13259.1416 - mean_absolute_error: 67.1907 - val_loss: 23654.6345 - val_mean_absolute_error: 118.7584 Epoch 4257/5000 148/148 [==============================] - 0s 27us/step - loss: 13256.7812 - mean_absolute_error: 67.1846 - val_loss: 23648.2245 - val_mean_absolute_error: 118.7402 Epoch 4258/5000 148/148 [==============================] - 0s 27us/step - loss: 13254.4189 - mean_absolute_error: 67.1784 - val_loss: 23641.8167 - val_mean_absolute_error: 118.7219 Epoch 4259/5000 148/148 [==============================] - 0s 27us/step - loss: 13252.0596 - mean_absolute_error: 67.1723 - val_loss: 23635.4108 - val_mean_absolute_error: 118.7036 Epoch 4260/5000 148/148 [==============================] - 0s 20us/step - loss: 13249.6982 - mean_absolute_error: 67.1661 - val_loss: 23629.0047 - val_mean_absolute_error: 118.6853 Epoch 4261/5000 148/148 [==============================] - 0s 27us/step - loss: 13247.3389 - mean_absolute_error: 67.1599 - val_loss: 23622.6025 - val_mean_absolute_error: 118.6670 Epoch 4262/5000 148/148 [==============================] - 0s 20us/step - loss: 13244.9805 - mean_absolute_error: 67.1538 - val_loss: 23616.1941 - val_mean_absolute_error: 118.6487 Epoch 4263/5000 148/148 [==============================] - 0s 34us/step - loss: 13242.6221 - mean_absolute_error: 67.1476 - val_loss: 23609.7938 - val_mean_absolute_error: 118.6304 Epoch 4264/5000 148/148 [==============================] - 0s 27us/step - loss: 13240.2627 - mean_absolute_error: 67.1414 - val_loss: 23603.3894 - val_mean_absolute_error: 118.6121 Epoch 4265/5000 148/148 [==============================] - 0s 27us/step - loss: 13237.9043 - mean_absolute_error: 67.1353 - val_loss: 23596.9865 - val_mean_absolute_error: 118.5938 Epoch 4266/5000 148/148 [==============================] - 0s 27us/step - loss: 13235.5459 - mean_absolute_error: 67.1291 - val_loss: 23590.5898 - val_mean_absolute_error: 118.5755 Epoch 4267/5000 148/148 [==============================] - 0s 20us/step - loss: 13233.1885 - mean_absolute_error: 67.1229 - val_loss: 23584.1889 - val_mean_absolute_error: 118.5572 Epoch 4268/5000 148/148 [==============================] - 0s 20us/step - loss: 13230.8291 - mean_absolute_error: 67.1168 - val_loss: 23577.7920 - val_mean_absolute_error: 118.5389 Epoch 4269/5000 148/148 [==============================] - 0s 20us/step - loss: 13228.4746 - mean_absolute_error: 67.1107 - val_loss: 23571.3928 - val_mean_absolute_error: 118.5205 Epoch 4270/5000 148/148 [==============================] - 0s 27us/step - loss: 13226.1182 - mean_absolute_error: 67.1046 - val_loss: 23564.9959 - val_mean_absolute_error: 118.5022 Epoch 4271/5000 148/148 [==============================] - 0s 20us/step - loss: 13223.7617 - mean_absolute_error: 67.0985 - val_loss: 23558.6006 - val_mean_absolute_error: 118.4839 Epoch 4272/5000 148/148 [==============================] - 0s 27us/step - loss: 13221.4062 - mean_absolute_error: 67.0924 - val_loss: 23552.2052 - val_mean_absolute_error: 118.4656 Epoch 4273/5000 148/148 [==============================] - 0s 27us/step - loss: 13219.0479 - mean_absolute_error: 67.0862 - val_loss: 23545.8094 - val_mean_absolute_error: 118.4473 Epoch 4274/5000 148/148 [==============================] - 0s 27us/step - loss: 13216.6895 - mean_absolute_error: 67.0799 - val_loss: 23539.4141 - val_mean_absolute_error: 118.4289 Epoch 4275/5000 148/148 [==============================] - 0s 27us/step - loss: 13214.3281 - mean_absolute_error: 67.0737 - val_loss: 23533.0221 - val_mean_absolute_error: 118.4106 Epoch 4276/5000 148/148 [==============================] - 0s 27us/step - loss: 13211.9590 - mean_absolute_error: 67.0673 - val_loss: 23526.6279 - val_mean_absolute_error: 118.3923 Epoch 4277/5000 148/148 [==============================] - 0s 27us/step - loss: 13209.5908 - mean_absolute_error: 67.0610 - val_loss: 23520.2359 - val_mean_absolute_error: 118.3740 Epoch 4278/5000 148/148 [==============================] - 0s 20us/step - loss: 13207.2217 - mean_absolute_error: 67.0546 - val_loss: 23513.8417 - val_mean_absolute_error: 118.3556 Epoch 4279/5000 148/148 [==============================] - 0s 20us/step - loss: 13204.7734 - mean_absolute_error: 67.0481 - val_loss: 23507.3142 - val_mean_absolute_error: 118.3367 Epoch 4280/5000 148/148 [==============================] - 0s 27us/step - loss: 13202.2783 - mean_absolute_error: 67.0417 - val_loss: 23500.6669 - val_mean_absolute_error: 118.3172 Epoch 4281/5000 148/148 [==============================] - 0s 34us/step - loss: 13199.7490 - mean_absolute_error: 67.0354 - val_loss: 23493.9160 - val_mean_absolute_error: 118.2971 Epoch 4282/5000 148/148 [==============================] - 0s 27us/step - loss: 13197.1855 - mean_absolute_error: 67.0292 - val_loss: 23487.0718 - val_mean_absolute_error: 118.2766 Epoch 4283/5000 148/148 [==============================] - 0s 27us/step - loss: 13194.5938 - mean_absolute_error: 67.0229 - val_loss: 23480.1472 - val_mean_absolute_error: 118.2557 Epoch 4284/5000 148/148 [==============================] - 0s 27us/step - loss: 13191.9795 - mean_absolute_error: 67.0168 - val_loss: 23473.1515 - val_mean_absolute_error: 118.2345 Epoch 4285/5000 148/148 [==============================] - 0s 27us/step - loss: 13189.3398 - mean_absolute_error: 67.0107 - val_loss: 23466.0959 - val_mean_absolute_error: 118.2129 Epoch 4286/5000 148/148 [==============================] - 0s 34us/step - loss: 13186.6826 - mean_absolute_error: 67.0046 - val_loss: 23458.9829 - val_mean_absolute_error: 118.1912 Epoch 4287/5000 148/148 [==============================] - 0s 20us/step - loss: 13184.0088 - mean_absolute_error: 66.9985 - val_loss: 23451.8274 - val_mean_absolute_error: 118.1692 Epoch 4288/5000 148/148 [==============================] - 0s 34us/step - loss: 13181.3193 - mean_absolute_error: 66.9925 - val_loss: 23444.6003 - val_mean_absolute_error: 118.1469 Epoch 4289/5000 148/148 [==============================] - 0s 34us/step - loss: 13178.6182 - mean_absolute_error: 66.9865 - val_loss: 23437.3284 - val_mean_absolute_error: 118.1245 Epoch 4290/5000 148/148 [==============================] - 0s 27us/step - loss: 13175.9053 - mean_absolute_error: 66.9804 - val_loss: 23429.9426 - val_mean_absolute_error: 118.1018 Epoch 4291/5000 148/148 [==============================] - 0s 20us/step - loss: 13173.1846 - mean_absolute_error: 66.9744 - val_loss: 23422.5069 - val_mean_absolute_error: 118.0790 Epoch 4292/5000 148/148 [==============================] - 0s 34us/step - loss: 13170.4531 - mean_absolute_error: 66.9684 - val_loss: 23415.0496 - val_mean_absolute_error: 118.0561 Epoch 4293/5000 148/148 [==============================] - 0s 20us/step - loss: 13167.7158 - mean_absolute_error: 66.9624 - val_loss: 23407.5765 - val_mean_absolute_error: 118.0331 Epoch 4294/5000 148/148 [==============================] - 0s 27us/step - loss: 13164.9736 - mean_absolute_error: 66.9564 - val_loss: 23400.0813 - val_mean_absolute_error: 118.0101 Epoch 4295/5000 148/148 [==============================] - 0s 20us/step - loss: 13162.2246 - mean_absolute_error: 66.9504 - val_loss: 23392.5780 - val_mean_absolute_error: 117.9869 Epoch 4296/5000 148/148 [==============================] - 0s 34us/step - loss: 13159.4717 - mean_absolute_error: 66.9444 - val_loss: 23385.0647 - val_mean_absolute_error: 117.9638 Epoch 4297/5000 148/148 [==============================] - 0s 34us/step - loss: 13156.7158 - mean_absolute_error: 66.9384 - val_loss: 23377.5428 - val_mean_absolute_error: 117.9406 Epoch 4298/5000 148/148 [==============================] - 0s 34us/step - loss: 13153.9590 - mean_absolute_error: 66.9324 - val_loss: 23370.0128 - val_mean_absolute_error: 117.9173 Epoch 4299/5000 148/148 [==============================] - 0s 34us/step - loss: 13151.1973 - mean_absolute_error: 66.9264 - val_loss: 23362.4805 - val_mean_absolute_error: 117.8941 Epoch 4300/5000 148/148 [==============================] - 0s 20us/step - loss: 13148.4346 - mean_absolute_error: 66.9204 - val_loss: 23354.9454 - val_mean_absolute_error: 117.8708 Epoch 4301/5000 148/148 [==============================] - 0s 27us/step - loss: 13145.6709 - mean_absolute_error: 66.9143 - val_loss: 23347.4096 - val_mean_absolute_error: 117.8475 Epoch 4302/5000 148/148 [==============================] - 0s 27us/step - loss: 13142.9043 - mean_absolute_error: 66.9083 - val_loss: 23339.8733 - val_mean_absolute_error: 117.8243 Epoch 4303/5000 148/148 [==============================] - 0s 34us/step - loss: 13140.1387 - mean_absolute_error: 66.9022 - val_loss: 23332.3365 - val_mean_absolute_error: 117.8010 Epoch 4304/5000 148/148 [==============================] - 0s 20us/step - loss: 13137.3721 - mean_absolute_error: 66.8962 - val_loss: 23324.8032 - val_mean_absolute_error: 117.7778 Epoch 4305/5000 148/148 [==============================] - 0s 20us/step - loss: 13134.6074 - mean_absolute_error: 66.8901 - val_loss: 23317.2688 - val_mean_absolute_error: 117.7545 Epoch 4306/5000 148/148 [==============================] - 0s 20us/step - loss: 13131.8408 - mean_absolute_error: 66.8840 - val_loss: 23309.7398 - val_mean_absolute_error: 117.7313 Epoch 4307/5000 148/148 [==============================] - 0s 27us/step - loss: 13129.0762 - mean_absolute_error: 66.8779 - val_loss: 23302.2104 - val_mean_absolute_error: 117.7081 Epoch 4308/5000 148/148 [==============================] - 0s 27us/step - loss: 13126.3115 - mean_absolute_error: 66.8718 - val_loss: 23294.6921 - val_mean_absolute_error: 117.6849 Epoch 4309/5000 148/148 [==============================] - 0s 27us/step - loss: 13123.5469 - mean_absolute_error: 66.8656 - val_loss: 23287.1730 - val_mean_absolute_error: 117.6618 Epoch 4310/5000 148/148 [==============================] - 0s 27us/step - loss: 13120.7842 - mean_absolute_error: 66.8595 - val_loss: 23279.6571 - val_mean_absolute_error: 117.6386 Epoch 4311/5000 148/148 [==============================] - 0s 27us/step - loss: 13118.0215 - mean_absolute_error: 66.8533 - val_loss: 23272.1523 - val_mean_absolute_error: 117.6155 Epoch 4312/5000 148/148 [==============================] - 0s 27us/step - loss: 13115.2598 - mean_absolute_error: 66.8472 - val_loss: 23264.6553 - val_mean_absolute_error: 117.5925 Epoch 4313/5000 148/148 [==============================] - 0s 20us/step - loss: 13112.5010 - mean_absolute_error: 66.8410 - val_loss: 23257.1551 - val_mean_absolute_error: 117.5694 Epoch 4314/5000 148/148 [==============================] - 0s 27us/step - loss: 13109.7402 - mean_absolute_error: 66.8348 - val_loss: 23249.6643 - val_mean_absolute_error: 117.5464 Epoch 4315/5000 148/148 [==============================] - 0s 41us/step - loss: 13106.9844 - mean_absolute_error: 66.8286 - val_loss: 23242.1828 - val_mean_absolute_error: 117.5234 Epoch 4316/5000 148/148 [==============================] - 0s 20us/step - loss: 13104.2285 - mean_absolute_error: 66.8224 - val_loss: 23234.7064 - val_mean_absolute_error: 117.5005 Epoch 4317/5000 148/148 [==============================] - 0s 27us/step - loss: 13101.4727 - mean_absolute_error: 66.8161 - val_loss: 23227.2295 - val_mean_absolute_error: 117.4775 Epoch 4318/5000 148/148 [==============================] - 0s 27us/step - loss: 13098.7188 - mean_absolute_error: 66.8099 - val_loss: 23219.7427 - val_mean_absolute_error: 117.4546 Epoch 4319/5000 148/148 [==============================] - 0s 27us/step - loss: 13095.9668 - mean_absolute_error: 66.8036 - val_loss: 23212.2631 - val_mean_absolute_error: 117.4317 Epoch 4320/5000 148/148 [==============================] - 0s 34us/step - loss: 13093.2158 - mean_absolute_error: 66.7974 - val_loss: 23204.7886 - val_mean_absolute_error: 117.4089 Epoch 4321/5000 148/148 [==============================] - 0s 34us/step - loss: 13090.4678 - mean_absolute_error: 66.7911 - val_loss: 23197.3177 - val_mean_absolute_error: 117.3861 Epoch 4322/5000 148/148 [==============================] - 0s 27us/step - loss: 13087.7197 - mean_absolute_error: 66.7848 - val_loss: 23189.8638 - val_mean_absolute_error: 117.3633 Epoch 4323/5000 148/148 [==============================] - 0s 20us/step - loss: 13084.9736 - mean_absolute_error: 66.7785 - val_loss: 23182.4091 - val_mean_absolute_error: 117.3405 Epoch 4324/5000 148/148 [==============================] - 0s 20us/step - loss: 13082.2285 - mean_absolute_error: 66.7721 - val_loss: 23174.9621 - val_mean_absolute_error: 117.3178 Epoch 4325/5000 148/148 [==============================] - 0s 27us/step - loss: 13079.4971 - mean_absolute_error: 66.7659 - val_loss: 23167.5267 - val_mean_absolute_error: 117.2951 Epoch 4326/5000 148/148 [==============================] - 0s 27us/step - loss: 13076.7734 - mean_absolute_error: 66.7598 - val_loss: 23160.1007 - val_mean_absolute_error: 117.2725 Epoch 4327/5000 148/148 [==============================] - 0s 27us/step - loss: 13074.0518 - mean_absolute_error: 66.7536 - val_loss: 23152.6805 - val_mean_absolute_error: 117.2499 Epoch 4328/5000 148/148 [==============================] - 0s 27us/step - loss: 13071.3330 - mean_absolute_error: 66.7474 - val_loss: 23145.2721 - val_mean_absolute_error: 117.2273 Epoch 4329/5000 148/148 [==============================] - 0s 27us/step - loss: 13068.6162 - mean_absolute_error: 66.7411 - val_loss: 23137.8709 - val_mean_absolute_error: 117.2048 Epoch 4330/5000 148/148 [==============================] - 0s 27us/step - loss: 13065.9023 - mean_absolute_error: 66.7349 - val_loss: 23130.4756 - val_mean_absolute_error: 117.1823 Epoch 4331/5000 148/148 [==============================] - 0s 27us/step - loss: 13063.1904 - mean_absolute_error: 66.7287 - val_loss: 23123.0667 - val_mean_absolute_error: 117.1598 Epoch 4332/5000 148/148 [==============================] - 0s 27us/step - loss: 13060.4795 - mean_absolute_error: 66.7224 - val_loss: 23115.6632 - val_mean_absolute_error: 117.1374 Epoch 4333/5000 148/148 [==============================] - 0s 20us/step - loss: 13057.7725 - mean_absolute_error: 66.7162 - val_loss: 23108.2674 - val_mean_absolute_error: 117.1149 Epoch 4334/5000 148/148 [==============================] - 0s 34us/step - loss: 13055.0664 - mean_absolute_error: 66.7099 - val_loss: 23100.8830 - val_mean_absolute_error: 117.0925 Epoch 4335/5000 148/148 [==============================] - 0s 34us/step - loss: 13052.3652 - mean_absolute_error: 66.7036 - val_loss: 23093.5044 - val_mean_absolute_error: 117.0702 Epoch 4336/5000 148/148 [==============================] - 0s 20us/step - loss: 13049.6621 - mean_absolute_error: 66.6973 - val_loss: 23086.1330 - val_mean_absolute_error: 117.0478 Epoch 4337/5000 148/148 [==============================] - 0s 27us/step - loss: 13046.9629 - mean_absolute_error: 66.6910 - val_loss: 23078.7653 - val_mean_absolute_error: 117.0255 Epoch 4338/5000 148/148 [==============================] - 0s 20us/step - loss: 13044.2646 - mean_absolute_error: 66.6847 - val_loss: 23071.4070 - val_mean_absolute_error: 117.0033 Epoch 4339/5000 148/148 [==============================] - 0s 27us/step - loss: 13041.5674 - mean_absolute_error: 66.6784 - val_loss: 23064.0254 - val_mean_absolute_error: 116.9810 Epoch 4340/5000 148/148 [==============================] - 0s 27us/step - loss: 13038.8721 - mean_absolute_error: 66.6721 - val_loss: 23056.6014 - val_mean_absolute_error: 116.9587 Epoch 4341/5000 148/148 [==============================] - 0s 34us/step - loss: 13036.1777 - mean_absolute_error: 66.6658 - val_loss: 23049.1695 - val_mean_absolute_error: 116.9364 Epoch 4342/5000 148/148 [==============================] - 0s 27us/step - loss: 13033.4873 - mean_absolute_error: 66.6594 - val_loss: 23041.7391 - val_mean_absolute_error: 116.9141 Epoch 4343/5000 148/148 [==============================] - 0s 27us/step - loss: 13030.7979 - mean_absolute_error: 66.6531 - val_loss: 23034.3142 - val_mean_absolute_error: 116.8918 Epoch 4344/5000 148/148 [==============================] - 0s 20us/step - loss: 13028.1084 - mean_absolute_error: 66.6467 - val_loss: 23026.8947 - val_mean_absolute_error: 116.8696 Epoch 4345/5000 148/148 [==============================] - 0s 27us/step - loss: 13025.4209 - mean_absolute_error: 66.6403 - val_loss: 23019.4813 - val_mean_absolute_error: 116.8474 Epoch 4346/5000 148/148 [==============================] - 0s 27us/step - loss: 13022.7334 - mean_absolute_error: 66.6339 - val_loss: 23012.0731 - val_mean_absolute_error: 116.8252 Epoch 4347/5000 148/148 [==============================] - 0s 27us/step - loss: 13020.0488 - mean_absolute_error: 66.6275 - val_loss: 23004.6704 - val_mean_absolute_error: 116.8031 Epoch 4348/5000 148/148 [==============================] - 0s 27us/step - loss: 13017.3652 - mean_absolute_error: 66.6211 - val_loss: 22997.2753 - val_mean_absolute_error: 116.7809 Epoch 4349/5000 148/148 [==============================] - 0s 27us/step - loss: 13014.6836 - mean_absolute_error: 66.6147 - val_loss: 22989.8839 - val_mean_absolute_error: 116.7588 Epoch 4350/5000 148/148 [==============================] - 0s 20us/step - loss: 13012.0029 - mean_absolute_error: 66.6083 - val_loss: 22982.4998 - val_mean_absolute_error: 116.7368 Epoch 4351/5000 148/148 [==============================] - 0s 27us/step - loss: 13009.3232 - mean_absolute_error: 66.6019 - val_loss: 22975.1195 - val_mean_absolute_error: 116.7148 Epoch 4352/5000 148/148 [==============================] - 0s 27us/step - loss: 13006.6445 - mean_absolute_error: 66.5954 - val_loss: 22967.7451 - val_mean_absolute_error: 116.6929 Epoch 4353/5000 148/148 [==============================] - 0s 27us/step - loss: 13003.9678 - mean_absolute_error: 66.5890 - val_loss: 22960.3736 - val_mean_absolute_error: 116.6710 Epoch 4354/5000 148/148 [==============================] - 0s 20us/step - loss: 13001.2910 - mean_absolute_error: 66.5825 - val_loss: 22953.0118 - val_mean_absolute_error: 116.6491 Epoch 4355/5000 148/148 [==============================] - 0s 34us/step - loss: 12998.6162 - mean_absolute_error: 66.5761 - val_loss: 22945.6538 - val_mean_absolute_error: 116.6273 Epoch 4356/5000 148/148 [==============================] - 0s 27us/step - loss: 12995.9424 - mean_absolute_error: 66.5696 - val_loss: 22938.2954 - val_mean_absolute_error: 116.6054 Epoch 4357/5000 148/148 [==============================] - 0s 34us/step - loss: 12993.2695 - mean_absolute_error: 66.5631 - val_loss: 22930.9486 - val_mean_absolute_error: 116.5836 Epoch 4358/5000 148/148 [==============================] - 0s 27us/step - loss: 12990.6172 - mean_absolute_error: 66.5568 - val_loss: 22923.5975 - val_mean_absolute_error: 116.5618 Epoch 4359/5000 148/148 [==============================] - 0s 27us/step - loss: 12987.9688 - mean_absolute_error: 66.5505 - val_loss: 22916.2481 - val_mean_absolute_error: 116.5400 Epoch 4360/5000 148/148 [==============================] - 0s 20us/step - loss: 12985.3213 - mean_absolute_error: 66.5442 - val_loss: 22908.9003 - val_mean_absolute_error: 116.5181 Epoch 4361/5000 148/148 [==============================] - 0s 34us/step - loss: 12982.6777 - mean_absolute_error: 66.5379 - val_loss: 22901.5565 - val_mean_absolute_error: 116.4963 Epoch 4362/5000 148/148 [==============================] - 0s 27us/step - loss: 12980.0342 - mean_absolute_error: 66.5316 - val_loss: 22894.2142 - val_mean_absolute_error: 116.4744 Epoch 4363/5000 148/148 [==============================] - 0s 27us/step - loss: 12977.3945 - mean_absolute_error: 66.5252 - val_loss: 22886.8719 - val_mean_absolute_error: 116.4526 Epoch 4364/5000 148/148 [==============================] - 0s 20us/step - loss: 12974.7578 - mean_absolute_error: 66.5189 - val_loss: 22879.5349 - val_mean_absolute_error: 116.4307 Epoch 4365/5000 148/148 [==============================] - 0s 34us/step - loss: 12972.1211 - mean_absolute_error: 66.5126 - val_loss: 22872.1976 - val_mean_absolute_error: 116.4089 Epoch 4366/5000 148/148 [==============================] - 0s 34us/step - loss: 12969.4854 - mean_absolute_error: 66.5063 - val_loss: 22864.8645 - val_mean_absolute_error: 116.3871 Epoch 4367/5000 148/148 [==============================] - 0s 27us/step - loss: 12966.8438 - mean_absolute_error: 66.4999 - val_loss: 22857.4940 - val_mean_absolute_error: 116.3651 Epoch 4368/5000 148/148 [==============================] - 0s 27us/step - loss: 12964.1748 - mean_absolute_error: 66.4935 - val_loss: 22850.0884 - val_mean_absolute_error: 116.3430 Epoch 4369/5000 148/148 [==============================] - 0s 34us/step - loss: 12961.4971 - mean_absolute_error: 66.4869 - val_loss: 22842.6512 - val_mean_absolute_error: 116.3209 Epoch 4370/5000 148/148 [==============================] - 0s 27us/step - loss: 12958.8125 - mean_absolute_error: 66.4803 - val_loss: 22835.1882 - val_mean_absolute_error: 116.2986 Epoch 4371/5000 148/148 [==============================] - 0s 34us/step - loss: 12956.1221 - mean_absolute_error: 66.4736 - val_loss: 22827.7030 - val_mean_absolute_error: 116.2763 Epoch 4372/5000 148/148 [==============================] - 0s 41us/step - loss: 12953.4238 - mean_absolute_error: 66.4669 - val_loss: 22820.1935 - val_mean_absolute_error: 116.2539 Epoch 4373/5000 148/148 [==============================] - 0s 27us/step - loss: 12950.7227 - mean_absolute_error: 66.4601 - val_loss: 22812.6694 - val_mean_absolute_error: 116.2315 Epoch 4374/5000 148/148 [==============================] - 0s 27us/step - loss: 12948.0156 - mean_absolute_error: 66.4533 - val_loss: 22805.1308 - val_mean_absolute_error: 116.2090 Epoch 4375/5000 148/148 [==============================] - 0s 47us/step - loss: 12945.3047 - mean_absolute_error: 66.4464 - val_loss: 22797.5752 - val_mean_absolute_error: 116.1865 Epoch 4376/5000 148/148 [==============================] - 0s 41us/step - loss: 12942.5908 - mean_absolute_error: 66.4395 - val_loss: 22790.0068 - val_mean_absolute_error: 116.1639 Epoch 4377/5000 148/148 [==============================] - 0s 34us/step - loss: 12939.8750 - mean_absolute_error: 66.4325 - val_loss: 22782.4268 - val_mean_absolute_error: 116.1413 Epoch 4378/5000 148/148 [==============================] - 0s 27us/step - loss: 12937.1543 - mean_absolute_error: 66.4255 - val_loss: 22774.8397 - val_mean_absolute_error: 116.1187 Epoch 4379/5000 148/148 [==============================] - 0s 34us/step - loss: 12934.4326 - mean_absolute_error: 66.4185 - val_loss: 22767.2434 - val_mean_absolute_error: 116.0960 Epoch 4380/5000 148/148 [==============================] - 0s 34us/step - loss: 12931.7090 - mean_absolute_error: 66.4115 - val_loss: 22759.6413 - val_mean_absolute_error: 116.0734 Epoch 4381/5000 148/148 [==============================] - 0s 34us/step - loss: 12928.9824 - mean_absolute_error: 66.4043 - val_loss: 22752.0358 - val_mean_absolute_error: 116.0507 Epoch 4382/5000 148/148 [==============================] - 0s 20us/step - loss: 12926.2529 - mean_absolute_error: 66.3971 - val_loss: 22744.4206 - val_mean_absolute_error: 116.0280 Epoch 4383/5000 148/148 [==============================] - 0s 27us/step - loss: 12923.5225 - mean_absolute_error: 66.3899 - val_loss: 22736.8055 - val_mean_absolute_error: 116.0052 Epoch 4384/5000 148/148 [==============================] - 0s 27us/step - loss: 12920.7910 - mean_absolute_error: 66.3827 - val_loss: 22729.1869 - val_mean_absolute_error: 115.9825 Epoch 4385/5000 148/148 [==============================] - 0s 34us/step - loss: 12918.0596 - mean_absolute_error: 66.3754 - val_loss: 22721.5664 - val_mean_absolute_error: 115.9598 Epoch 4386/5000 148/148 [==============================] - 0s 34us/step - loss: 12915.3281 - mean_absolute_error: 66.3682 - val_loss: 22713.9418 - val_mean_absolute_error: 115.9370 Epoch 4387/5000 148/148 [==============================] - 0s 34us/step - loss: 12912.5928 - mean_absolute_error: 66.3609 - val_loss: 22706.3172 - val_mean_absolute_error: 115.9143 Epoch 4388/5000 148/148 [==============================] - 0s 27us/step - loss: 12909.8594 - mean_absolute_error: 66.3536 - val_loss: 22698.6890 - val_mean_absolute_error: 115.8915 Epoch 4389/5000 148/148 [==============================] - 0s 27us/step - loss: 12907.1260 - mean_absolute_error: 66.3463 - val_loss: 22691.0665 - val_mean_absolute_error: 115.8688 Epoch 4390/5000 148/148 [==============================] - 0s 34us/step - loss: 12904.3926 - mean_absolute_error: 66.3390 - val_loss: 22683.4379 - val_mean_absolute_error: 115.8460 Epoch 4391/5000 148/148 [==============================] - 0s 20us/step - loss: 12901.6582 - mean_absolute_error: 66.3317 - val_loss: 22675.8116 - val_mean_absolute_error: 115.8233 Epoch 4392/5000 148/148 [==============================] - 0s 27us/step - loss: 12898.9258 - mean_absolute_error: 66.3244 - val_loss: 22668.1848 - val_mean_absolute_error: 115.8005 Epoch 4393/5000 148/148 [==============================] - 0s 20us/step - loss: 12896.1904 - mean_absolute_error: 66.3170 - val_loss: 22660.5622 - val_mean_absolute_error: 115.7778 Epoch 4394/5000 148/148 [==============================] - 0s 27us/step - loss: 12893.4590 - mean_absolute_error: 66.3097 - val_loss: 22652.9372 - val_mean_absolute_error: 115.7550 Epoch 4395/5000 148/148 [==============================] - 0s 34us/step - loss: 12890.7246 - mean_absolute_error: 66.3023 - val_loss: 22645.3143 - val_mean_absolute_error: 115.7323 Epoch 4396/5000 148/148 [==============================] - 0s 20us/step - loss: 12887.9932 - mean_absolute_error: 66.2950 - val_loss: 22637.6930 - val_mean_absolute_error: 115.7095 Epoch 4397/5000 148/148 [==============================] - 0s 34us/step - loss: 12885.2598 - mean_absolute_error: 66.2876 - val_loss: 22630.0716 - val_mean_absolute_error: 115.6868 Epoch 4398/5000 148/148 [==============================] - 0s 27us/step - loss: 12882.5283 - mean_absolute_error: 66.2803 - val_loss: 22622.4580 - val_mean_absolute_error: 115.6640 Epoch 4399/5000 148/148 [==============================] - 0s 27us/step - loss: 12879.7979 - mean_absolute_error: 66.2729 - val_loss: 22614.8405 - val_mean_absolute_error: 115.6413 Epoch 4400/5000 148/148 [==============================] - 0s 27us/step - loss: 12877.0664 - mean_absolute_error: 66.2655 - val_loss: 22607.2266 - val_mean_absolute_error: 115.6186 Epoch 4401/5000 148/148 [==============================] - 0s 20us/step - loss: 12874.3369 - mean_absolute_error: 66.2582 - val_loss: 22599.6104 - val_mean_absolute_error: 115.5959 Epoch 4402/5000 148/148 [==============================] - 0s 34us/step - loss: 12871.6064 - mean_absolute_error: 66.2508 - val_loss: 22592.0021 - val_mean_absolute_error: 115.5731 Epoch 4403/5000 148/148 [==============================] - 0s 20us/step - loss: 12868.8770 - mean_absolute_error: 66.2434 - val_loss: 22584.3934 - val_mean_absolute_error: 115.5504 Epoch 4404/5000 148/148 [==============================] - 0s 34us/step - loss: 12866.1504 - mean_absolute_error: 66.2360 - val_loss: 22576.7847 - val_mean_absolute_error: 115.5277 Epoch 4405/5000 148/148 [==============================] - 0s 34us/step - loss: 12863.4219 - mean_absolute_error: 66.2287 - val_loss: 22569.1859 - val_mean_absolute_error: 115.5050 Epoch 4406/5000 148/148 [==============================] - 0s 27us/step - loss: 12860.6973 - mean_absolute_error: 66.2213 - val_loss: 22561.5808 - val_mean_absolute_error: 115.4823 Epoch 4407/5000 148/148 [==============================] - 0s 20us/step - loss: 12857.9707 - mean_absolute_error: 66.2139 - val_loss: 22553.9833 - val_mean_absolute_error: 115.4596 Epoch 4408/5000 148/148 [==============================] - 0s 27us/step - loss: 12855.2461 - mean_absolute_error: 66.2065 - val_loss: 22546.3857 - val_mean_absolute_error: 115.4369 Epoch 4409/5000 148/148 [==============================] - 0s 27us/step - loss: 12852.5215 - mean_absolute_error: 66.1991 - val_loss: 22538.7916 - val_mean_absolute_error: 115.4142 Epoch 4410/5000 148/148 [==============================] - 0s 34us/step - loss: 12849.7969 - mean_absolute_error: 66.1917 - val_loss: 22531.1977 - val_mean_absolute_error: 115.3915 Epoch 4411/5000 148/148 [==============================] - 0s 34us/step - loss: 12847.0742 - mean_absolute_error: 66.1843 - val_loss: 22523.6070 - val_mean_absolute_error: 115.3688 Epoch 4412/5000 148/148 [==============================] - 0s 27us/step - loss: 12844.3516 - mean_absolute_error: 66.1769 - val_loss: 22516.0206 - val_mean_absolute_error: 115.3462 Epoch 4413/5000 148/148 [==============================] - 0s 27us/step - loss: 12841.6309 - mean_absolute_error: 66.1695 - val_loss: 22508.4357 - val_mean_absolute_error: 115.3235 Epoch 4414/5000 148/148 [==============================] - 0s 34us/step - loss: 12838.9102 - mean_absolute_error: 66.1621 - val_loss: 22500.8526 - val_mean_absolute_error: 115.3008 Epoch 4415/5000 148/148 [==============================] - 0s 27us/step - loss: 12836.1895 - mean_absolute_error: 66.1547 - val_loss: 22493.2734 - val_mean_absolute_error: 115.2782 Epoch 4416/5000 148/148 [==============================] - 0s 27us/step - loss: 12833.4717 - mean_absolute_error: 66.1473 - val_loss: 22485.6958 - val_mean_absolute_error: 115.2555 Epoch 4417/5000 148/148 [==============================] - 0s 34us/step - loss: 12830.7529 - mean_absolute_error: 66.1399 - val_loss: 22478.1240 - val_mean_absolute_error: 115.2329 Epoch 4418/5000 148/148 [==============================] - 0s 27us/step - loss: 12828.0352 - mean_absolute_error: 66.1325 - val_loss: 22470.5518 - val_mean_absolute_error: 115.2102 Epoch 4419/5000 148/148 [==============================] - 0s 27us/step - loss: 12825.3203 - mean_absolute_error: 66.1251 - val_loss: 22462.9795 - val_mean_absolute_error: 115.1876 Epoch 4420/5000 148/148 [==============================] - 0s 41us/step - loss: 12822.6035 - mean_absolute_error: 66.1177 - val_loss: 22455.4129 - val_mean_absolute_error: 115.1649 Epoch 4421/5000 148/148 [==============================] - 0s 27us/step - loss: 12819.8877 - mean_absolute_error: 66.1103 - val_loss: 22447.8481 - val_mean_absolute_error: 115.1423 Epoch 4422/5000 148/148 [==============================] - 0s 27us/step - loss: 12817.1738 - mean_absolute_error: 66.1029 - val_loss: 22440.2870 - val_mean_absolute_error: 115.1199 Epoch 4423/5000 148/148 [==============================] - 0s 34us/step - loss: 12814.4609 - mean_absolute_error: 66.0955 - val_loss: 22432.7259 - val_mean_absolute_error: 115.0976 Epoch 4424/5000 148/148 [==============================] - 0s 27us/step - loss: 12811.7480 - mean_absolute_error: 66.0882 - val_loss: 22425.1415 - val_mean_absolute_error: 115.0752 Epoch 4425/5000 148/148 [==============================] - 0s 20us/step - loss: 12809.0352 - mean_absolute_error: 66.0811 - val_loss: 22417.5605 - val_mean_absolute_error: 115.0528 Epoch 4426/5000 148/148 [==============================] - 0s 41us/step - loss: 12806.3262 - mean_absolute_error: 66.0739 - val_loss: 22409.9778 - val_mean_absolute_error: 115.0304 Epoch 4427/5000 148/148 [==============================] - 0s 27us/step - loss: 12803.6152 - mean_absolute_error: 66.0668 - val_loss: 22402.4043 - val_mean_absolute_error: 115.0081 Epoch 4428/5000 148/148 [==============================] - 0s 34us/step - loss: 12800.9053 - mean_absolute_error: 66.0596 - val_loss: 22394.8312 - val_mean_absolute_error: 114.9857 Epoch 4429/5000 148/148 [==============================] - 0s 27us/step - loss: 12798.1982 - mean_absolute_error: 66.0525 - val_loss: 22387.2593 - val_mean_absolute_error: 114.9633 Epoch 4430/5000 148/148 [==============================] - 0s 27us/step - loss: 12795.4902 - mean_absolute_error: 66.0453 - val_loss: 22379.6896 - val_mean_absolute_error: 114.9410 Epoch 4431/5000 148/148 [==============================] - 0s 27us/step - loss: 12792.7891 - mean_absolute_error: 66.0383 - val_loss: 22372.1215 - val_mean_absolute_error: 114.9186 Epoch 4432/5000 148/148 [==============================] - 0s 27us/step - loss: 12790.0908 - mean_absolute_error: 66.0312 - val_loss: 22364.5515 - val_mean_absolute_error: 114.8962 Epoch 4433/5000 148/148 [==============================] - 0s 34us/step - loss: 12787.3926 - mean_absolute_error: 66.0242 - val_loss: 22356.9868 - val_mean_absolute_error: 114.8738 Epoch 4434/5000 148/148 [==============================] - 0s 20us/step - loss: 12784.6953 - mean_absolute_error: 66.0172 - val_loss: 22349.4223 - val_mean_absolute_error: 114.8514 Epoch 4435/5000 148/148 [==============================] - 0s 27us/step - loss: 12781.9893 - mean_absolute_error: 66.0101 - val_loss: 22341.8220 - val_mean_absolute_error: 114.8289 Epoch 4436/5000 148/148 [==============================] - 0s 27us/step - loss: 12779.2471 - mean_absolute_error: 66.0030 - val_loss: 22334.1862 - val_mean_absolute_error: 114.8062 Epoch 4437/5000 148/148 [==============================] - 0s 20us/step - loss: 12776.4951 - mean_absolute_error: 65.9957 - val_loss: 22326.5223 - val_mean_absolute_error: 114.7834 Epoch 4438/5000 148/148 [==============================] - 0s 27us/step - loss: 12773.7324 - mean_absolute_error: 65.9884 - val_loss: 22318.8322 - val_mean_absolute_error: 114.7606 Epoch 4439/5000 148/148 [==============================] - 0s 27us/step - loss: 12770.9629 - mean_absolute_error: 65.9811 - val_loss: 22311.1214 - val_mean_absolute_error: 114.7378 Epoch 4440/5000 148/148 [==============================] - 0s 27us/step - loss: 12768.1865 - mean_absolute_error: 65.9737 - val_loss: 22303.3919 - val_mean_absolute_error: 114.7150 Epoch 4441/5000 148/148 [==============================] - 0s 27us/step - loss: 12765.4053 - mean_absolute_error: 65.9663 - val_loss: 22295.6402 - val_mean_absolute_error: 114.6921 Epoch 4442/5000 148/148 [==============================] - 0s 34us/step - loss: 12762.6182 - mean_absolute_error: 65.9588 - val_loss: 22287.8747 - val_mean_absolute_error: 114.6691 Epoch 4443/5000 148/148 [==============================] - 0s 27us/step - loss: 12759.8242 - mean_absolute_error: 65.9513 - val_loss: 22280.0948 - val_mean_absolute_error: 114.6461 Epoch 4444/5000 148/148 [==============================] - 0s 27us/step - loss: 12757.0264 - mean_absolute_error: 65.9438 - val_loss: 22272.3019 - val_mean_absolute_error: 114.6230 Epoch 4445/5000 148/148 [==============================] - 0s 27us/step - loss: 12754.2285 - mean_absolute_error: 65.9363 - val_loss: 22264.5030 - val_mean_absolute_error: 114.5999 Epoch 4446/5000 148/148 [==============================] - 0s 27us/step - loss: 12751.4258 - mean_absolute_error: 65.9287 - val_loss: 22256.6953 - val_mean_absolute_error: 114.5767 Epoch 4447/5000 148/148 [==============================] - 0s 27us/step - loss: 12748.6182 - mean_absolute_error: 65.9211 - val_loss: 22248.8741 - val_mean_absolute_error: 114.5535 Epoch 4448/5000 148/148 [==============================] - 0s 34us/step - loss: 12745.8105 - mean_absolute_error: 65.9135 - val_loss: 22241.0476 - val_mean_absolute_error: 114.5302 Epoch 4449/5000 148/148 [==============================] - 0s 27us/step - loss: 12742.9990 - mean_absolute_error: 65.9058 - val_loss: 22233.2171 - val_mean_absolute_error: 114.5070 Epoch 4450/5000 148/148 [==============================] - 0s 27us/step - loss: 12740.1885 - mean_absolute_error: 65.8982 - val_loss: 22225.3775 - val_mean_absolute_error: 114.4837 Epoch 4451/5000 148/148 [==============================] - 0s 34us/step - loss: 12737.3760 - mean_absolute_error: 65.8905 - val_loss: 22217.5355 - val_mean_absolute_error: 114.4603 Epoch 4452/5000 148/148 [==============================] - 0s 27us/step - loss: 12734.5605 - mean_absolute_error: 65.8829 - val_loss: 22209.6905 - val_mean_absolute_error: 114.4370 Epoch 4453/5000 148/148 [==============================] - 0s 27us/step - loss: 12731.7461 - mean_absolute_error: 65.8752 - val_loss: 22201.8453 - val_mean_absolute_error: 114.4136 Epoch 4454/5000 148/148 [==============================] - 0s 41us/step - loss: 12728.9297 - mean_absolute_error: 65.8675 - val_loss: 22193.9947 - val_mean_absolute_error: 114.3903 Epoch 4455/5000 148/148 [==============================] - 0s 27us/step - loss: 12726.1123 - mean_absolute_error: 65.8598 - val_loss: 22186.1416 - val_mean_absolute_error: 114.3669 Epoch 4456/5000 148/148 [==============================] - 0s 20us/step - loss: 12723.2969 - mean_absolute_error: 65.8521 - val_loss: 22178.2891 - val_mean_absolute_error: 114.3435 Epoch 4457/5000 148/148 [==============================] - 0s 27us/step - loss: 12720.4795 - mean_absolute_error: 65.8444 - val_loss: 22170.4366 - val_mean_absolute_error: 114.3200 Epoch 4458/5000 148/148 [==============================] - 0s 27us/step - loss: 12717.6631 - mean_absolute_error: 65.8367 - val_loss: 22162.5803 - val_mean_absolute_error: 114.2966 Epoch 4459/5000 148/148 [==============================] - 0s 27us/step - loss: 12714.8457 - mean_absolute_error: 65.8290 - val_loss: 22154.7258 - val_mean_absolute_error: 114.2732 Epoch 4460/5000 148/148 [==============================] - 0s 20us/step - loss: 12712.0283 - mean_absolute_error: 65.8214 - val_loss: 22146.8697 - val_mean_absolute_error: 114.2497 Epoch 4461/5000 148/148 [==============================] - 0s 27us/step - loss: 12709.2109 - mean_absolute_error: 65.8139 - val_loss: 22139.0174 - val_mean_absolute_error: 114.2263 Epoch 4462/5000 148/148 [==============================] - 0s 34us/step - loss: 12706.3965 - mean_absolute_error: 65.8065 - val_loss: 22131.1668 - val_mean_absolute_error: 114.2028 Epoch 4463/5000 148/148 [==============================] - 0s 27us/step - loss: 12703.5801 - mean_absolute_error: 65.7990 - val_loss: 22123.3085 - val_mean_absolute_error: 114.1793 Epoch 4464/5000 148/148 [==============================] - 0s 34us/step - loss: 12700.7646 - mean_absolute_error: 65.7915 - val_loss: 22115.4601 - val_mean_absolute_error: 114.1559 Epoch 4465/5000 148/148 [==============================] - 0s 34us/step - loss: 12697.9492 - mean_absolute_error: 65.7840 - val_loss: 22107.6155 - val_mean_absolute_error: 114.1325 Epoch 4466/5000 148/148 [==============================] - 0s 27us/step - loss: 12695.1357 - mean_absolute_error: 65.7766 - val_loss: 22099.7688 - val_mean_absolute_error: 114.1092 Epoch 4467/5000 148/148 [==============================] - 0s 20us/step - loss: 12692.3223 - mean_absolute_error: 65.7691 - val_loss: 22091.9221 - val_mean_absolute_error: 114.0858 Epoch 4468/5000 148/148 [==============================] - 0s 88us/step - loss: 12689.5088 - mean_absolute_error: 65.7616 - val_loss: 22084.0814 - val_mean_absolute_error: 114.0624 Epoch 4469/5000 148/148 [==============================] - 0s 34us/step - loss: 12686.6973 - mean_absolute_error: 65.7542 - val_loss: 22076.2385 - val_mean_absolute_error: 114.0391 Epoch 4470/5000 148/148 [==============================] - 0s 27us/step - loss: 12683.8848 - mean_absolute_error: 65.7467 - val_loss: 22068.3995 - val_mean_absolute_error: 114.0157 Epoch 4471/5000 148/148 [==============================] - 0s 27us/step - loss: 12681.0752 - mean_absolute_error: 65.7392 - val_loss: 22060.5603 - val_mean_absolute_error: 113.9923 Epoch 4472/5000 148/148 [==============================] - 0s 34us/step - loss: 12678.2646 - mean_absolute_error: 65.7318 - val_loss: 22052.7272 - val_mean_absolute_error: 113.9689 Epoch 4473/5000 148/148 [==============================] - 0s 20us/step - loss: 12675.4551 - mean_absolute_error: 65.7243 - val_loss: 22044.8921 - val_mean_absolute_error: 113.9455 Epoch 4474/5000 148/148 [==============================] - 0s 27us/step - loss: 12672.6484 - mean_absolute_error: 65.7168 - val_loss: 22037.0584 - val_mean_absolute_error: 113.9222 Epoch 4475/5000 148/148 [==============================] - 0s 27us/step - loss: 12669.8389 - mean_absolute_error: 65.7093 - val_loss: 22029.2329 - val_mean_absolute_error: 113.8988 Epoch 4476/5000 148/148 [==============================] - 0s 27us/step - loss: 12667.0342 - mean_absolute_error: 65.7019 - val_loss: 22021.4035 - val_mean_absolute_error: 113.8754 Epoch 4477/5000 148/148 [==============================] - 0s 27us/step - loss: 12664.2285 - mean_absolute_error: 65.6944 - val_loss: 22013.5776 - val_mean_absolute_error: 113.8520 Epoch 4478/5000 148/148 [==============================] - 0s 27us/step - loss: 12661.4238 - mean_absolute_error: 65.6869 - val_loss: 22005.7557 - val_mean_absolute_error: 113.8286 Epoch 4479/5000 148/148 [==============================] - 0s 27us/step - loss: 12658.6211 - mean_absolute_error: 65.6795 - val_loss: 21997.9336 - val_mean_absolute_error: 113.8052 Epoch 4480/5000 148/148 [==============================] - 0s 27us/step - loss: 12655.8154 - mean_absolute_error: 65.6720 - val_loss: 21990.1173 - val_mean_absolute_error: 113.7818 Epoch 4481/5000 148/148 [==============================] - 0s 27us/step - loss: 12653.0156 - mean_absolute_error: 65.6645 - val_loss: 21982.3030 - val_mean_absolute_error: 113.7585 Epoch 4482/5000 148/148 [==============================] - 0s 34us/step - loss: 12650.2148 - mean_absolute_error: 65.6571 - val_loss: 21974.4886 - val_mean_absolute_error: 113.7351 Epoch 4483/5000 148/148 [==============================] - 0s 27us/step - loss: 12647.4150 - mean_absolute_error: 65.6496 - val_loss: 21966.6761 - val_mean_absolute_error: 113.7117 Epoch 4484/5000 148/148 [==============================] - 0s 20us/step - loss: 12644.6152 - mean_absolute_error: 65.6422 - val_loss: 21958.8712 - val_mean_absolute_error: 113.6883 Epoch 4485/5000 148/148 [==============================] - 0s 27us/step - loss: 12641.8164 - mean_absolute_error: 65.6347 - val_loss: 21951.0665 - val_mean_absolute_error: 113.6649 Epoch 4486/5000 148/148 [==============================] - 0s 27us/step - loss: 12639.0195 - mean_absolute_error: 65.6272 - val_loss: 21943.2594 - val_mean_absolute_error: 113.6415 Epoch 4487/5000 148/148 [==============================] - 0s 27us/step - loss: 12636.2236 - mean_absolute_error: 65.6198 - val_loss: 21935.4581 - val_mean_absolute_error: 113.6181 Epoch 4488/5000 148/148 [==============================] - 0s 20us/step - loss: 12633.4287 - mean_absolute_error: 65.6124 - val_loss: 21927.6610 - val_mean_absolute_error: 113.5947 Epoch 4489/5000 148/148 [==============================] - 0s 27us/step - loss: 12630.6348 - mean_absolute_error: 65.6049 - val_loss: 21919.8634 - val_mean_absolute_error: 113.5713 Epoch 4490/5000 148/148 [==============================] - 0s 27us/step - loss: 12627.8408 - mean_absolute_error: 65.5974 - val_loss: 21911.9867 - val_mean_absolute_error: 113.5478 Epoch 4491/5000 148/148 [==============================] - 0s 34us/step - loss: 12625.0488 - mean_absolute_error: 65.5900 - val_loss: 21904.0719 - val_mean_absolute_error: 113.5242 Epoch 4492/5000 148/148 [==============================] - 0s 27us/step - loss: 12622.2578 - mean_absolute_error: 65.5826 - val_loss: 21896.1584 - val_mean_absolute_error: 113.5006 Epoch 4493/5000 148/148 [==============================] - 0s 27us/step - loss: 12619.4678 - mean_absolute_error: 65.5751 - val_loss: 21888.2473 - val_mean_absolute_error: 113.4771 Epoch 4494/5000 148/148 [==============================] - 0s 27us/step - loss: 12616.6777 - mean_absolute_error: 65.5677 - val_loss: 21880.3436 - val_mean_absolute_error: 113.4535 Epoch 4495/5000 148/148 [==============================] - 0s 34us/step - loss: 12613.8896 - mean_absolute_error: 65.5603 - val_loss: 21872.4359 - val_mean_absolute_error: 113.4299 Epoch 4496/5000 148/148 [==============================] - 0s 27us/step - loss: 12611.0977 - mean_absolute_error: 65.5531 - val_loss: 21864.4858 - val_mean_absolute_error: 113.4062 Epoch 4497/5000 148/148 [==============================] - 0s 20us/step - loss: 12608.2539 - mean_absolute_error: 65.5459 - val_loss: 21856.4916 - val_mean_absolute_error: 113.3823 Epoch 4498/5000 148/148 [==============================] - 0s 27us/step - loss: 12605.3984 - mean_absolute_error: 65.5386 - val_loss: 21848.4623 - val_mean_absolute_error: 113.3583 Epoch 4499/5000 148/148 [==============================] - 0s 34us/step - loss: 12602.5371 - mean_absolute_error: 65.5312 - val_loss: 21840.4023 - val_mean_absolute_error: 113.3342 Epoch 4500/5000 148/148 [==============================] - 0s 27us/step - loss: 12599.6660 - mean_absolute_error: 65.5238 - val_loss: 21832.3073 - val_mean_absolute_error: 113.3099 Epoch 4501/5000 148/148 [==============================] - 0s 20us/step - loss: 12596.7900 - mean_absolute_error: 65.5164 - val_loss: 21824.1915 - val_mean_absolute_error: 113.2856 Epoch 4502/5000 148/148 [==============================] - 0s 41us/step - loss: 12593.9082 - mean_absolute_error: 65.5090 - val_loss: 21816.0559 - val_mean_absolute_error: 113.2612 Epoch 4503/5000 148/148 [==============================] - 0s 27us/step - loss: 12591.0186 - mean_absolute_error: 65.5015 - val_loss: 21807.8917 - val_mean_absolute_error: 113.2367 Epoch 4504/5000 148/148 [==============================] - 0s 27us/step - loss: 12588.1260 - mean_absolute_error: 65.4940 - val_loss: 21799.7136 - val_mean_absolute_error: 113.2121 Epoch 4505/5000 148/148 [==============================] - 0s 41us/step - loss: 12585.2285 - mean_absolute_error: 65.4866 - val_loss: 21791.5181 - val_mean_absolute_error: 113.1875 Epoch 4506/5000 148/148 [==============================] - 0s 27us/step - loss: 12582.3281 - mean_absolute_error: 65.4790 - val_loss: 21783.3111 - val_mean_absolute_error: 113.1628 Epoch 4507/5000 148/148 [==============================] - 0s 34us/step - loss: 12579.4248 - mean_absolute_error: 65.4715 - val_loss: 21775.0906 - val_mean_absolute_error: 113.1381 Epoch 4508/5000 148/148 [==============================] - 0s 27us/step - loss: 12576.5186 - mean_absolute_error: 65.4640 - val_loss: 21766.8621 - val_mean_absolute_error: 113.1133 Epoch 4509/5000 148/148 [==============================] - 0s 20us/step - loss: 12573.6113 - mean_absolute_error: 65.4564 - val_loss: 21758.6221 - val_mean_absolute_error: 113.0885 Epoch 4510/5000 148/148 [==============================] - 0s 27us/step - loss: 12570.7031 - mean_absolute_error: 65.4489 - val_loss: 21750.3742 - val_mean_absolute_error: 113.0636 Epoch 4511/5000 148/148 [==============================] - 0s 20us/step - loss: 12567.7910 - mean_absolute_error: 65.4413 - val_loss: 21742.1244 - val_mean_absolute_error: 113.0394 Epoch 4512/5000 148/148 [==============================] - 0s 27us/step - loss: 12564.8779 - mean_absolute_error: 65.4338 - val_loss: 21733.8649 - val_mean_absolute_error: 113.0153 Epoch 4513/5000 148/148 [==============================] - 0s 34us/step - loss: 12561.9697 - mean_absolute_error: 65.4263 - val_loss: 21725.5977 - val_mean_absolute_error: 112.9912 Epoch 4514/5000 148/148 [==============================] - 0s 20us/step - loss: 12559.0605 - mean_absolute_error: 65.4188 - val_loss: 21717.3320 - val_mean_absolute_error: 112.9671 Epoch 4515/5000 148/148 [==============================] - 0s 27us/step - loss: 12556.1523 - mean_absolute_error: 65.4113 - val_loss: 21709.0567 - val_mean_absolute_error: 112.9429 Epoch 4516/5000 148/148 [==============================] - 0s 27us/step - loss: 12553.2422 - mean_absolute_error: 65.4038 - val_loss: 21700.7833 - val_mean_absolute_error: 112.9187 Epoch 4517/5000 148/148 [==============================] - 0s 27us/step - loss: 12550.3340 - mean_absolute_error: 65.3964 - val_loss: 21692.5061 - val_mean_absolute_error: 112.8945 Epoch 4518/5000 148/148 [==============================] - 0s 34us/step - loss: 12547.4238 - mean_absolute_error: 65.3889 - val_loss: 21684.2246 - val_mean_absolute_error: 112.8702 Epoch 4519/5000 148/148 [==============================] - 0s 27us/step - loss: 12544.5146 - mean_absolute_error: 65.3814 - val_loss: 21675.9489 - val_mean_absolute_error: 112.8460 Epoch 4520/5000 148/148 [==============================] - 0s 34us/step - loss: 12541.6064 - mean_absolute_error: 65.3739 - val_loss: 21667.6654 - val_mean_absolute_error: 112.8217 Epoch 4521/5000 148/148 [==============================] - 0s 27us/step - loss: 12538.6982 - mean_absolute_error: 65.3664 - val_loss: 21659.3897 - val_mean_absolute_error: 112.7974 Epoch 4522/5000 148/148 [==============================] - 0s 27us/step - loss: 12535.7920 - mean_absolute_error: 65.3589 - val_loss: 21651.1097 - val_mean_absolute_error: 112.7731 Epoch 4523/5000 148/148 [==============================] - 0s 27us/step - loss: 12532.8848 - mean_absolute_error: 65.3514 - val_loss: 21642.8299 - val_mean_absolute_error: 112.7488 Epoch 4524/5000 148/148 [==============================] - 0s 34us/step - loss: 12529.9785 - mean_absolute_error: 65.3439 - val_loss: 21634.5540 - val_mean_absolute_error: 112.7245 Epoch 4525/5000 148/148 [==============================] - 0s 34us/step - loss: 12527.0742 - mean_absolute_error: 65.3364 - val_loss: 21626.2755 - val_mean_absolute_error: 112.7002 Epoch 4526/5000 148/148 [==============================] - 0s 27us/step - loss: 12524.1709 - mean_absolute_error: 65.3289 - val_loss: 21618.0030 - val_mean_absolute_error: 112.6759 Epoch 4527/5000 148/148 [==============================] - 0s 34us/step - loss: 12521.2598 - mean_absolute_error: 65.3213 - val_loss: 21609.7123 - val_mean_absolute_error: 112.6514 Epoch 4528/5000 148/148 [==============================] - 0s 20us/step - loss: 12518.3408 - mean_absolute_error: 65.3138 - val_loss: 21601.4073 - val_mean_absolute_error: 112.6269 Epoch 4529/5000 148/148 [==============================] - 0s 27us/step - loss: 12515.4199 - mean_absolute_error: 65.3062 - val_loss: 21593.0901 - val_mean_absolute_error: 112.6023 Epoch 4530/5000 148/148 [==============================] - 0s 27us/step - loss: 12512.4980 - mean_absolute_error: 65.2986 - val_loss: 21584.7627 - val_mean_absolute_error: 112.5776 Epoch 4531/5000 148/148 [==============================] - 0s 27us/step - loss: 12509.5762 - mean_absolute_error: 65.2910 - val_loss: 21576.4292 - val_mean_absolute_error: 112.5529 Epoch 4532/5000 148/148 [==============================] - 0s 27us/step - loss: 12506.6533 - mean_absolute_error: 65.2834 - val_loss: 21568.0853 - val_mean_absolute_error: 112.5281 Epoch 4533/5000 148/148 [==============================] - 0s 27us/step - loss: 12503.7314 - mean_absolute_error: 65.2759 - val_loss: 21559.7389 - val_mean_absolute_error: 112.5032 Epoch 4534/5000 148/148 [==============================] - 0s 27us/step - loss: 12500.8096 - mean_absolute_error: 65.2683 - val_loss: 21551.3866 - val_mean_absolute_error: 112.4783 Epoch 4535/5000 148/148 [==============================] - 0s 27us/step - loss: 12497.8867 - mean_absolute_error: 65.2607 - val_loss: 21543.0299 - val_mean_absolute_error: 112.4534 Epoch 4536/5000 148/148 [==============================] - 0s 27us/step - loss: 12494.9658 - mean_absolute_error: 65.2532 - val_loss: 21534.6708 - val_mean_absolute_error: 112.4285 Epoch 4537/5000 148/148 [==============================] - 0s 27us/step - loss: 12492.0430 - mean_absolute_error: 65.2456 - val_loss: 21526.3060 - val_mean_absolute_error: 112.4035 Epoch 4538/5000 148/148 [==============================] - 0s 27us/step - loss: 12489.1221 - mean_absolute_error: 65.2381 - val_loss: 21517.9403 - val_mean_absolute_error: 112.3784 Epoch 4539/5000 148/148 [==============================] - 0s 27us/step - loss: 12486.2021 - mean_absolute_error: 65.2305 - val_loss: 21509.5806 - val_mean_absolute_error: 112.3534 Epoch 4540/5000 148/148 [==============================] - 0s 20us/step - loss: 12483.2822 - mean_absolute_error: 65.2230 - val_loss: 21501.2126 - val_mean_absolute_error: 112.3283 Epoch 4541/5000 148/148 [==============================] - 0s 20us/step - loss: 12480.3633 - mean_absolute_error: 65.2154 - val_loss: 21492.8484 - val_mean_absolute_error: 112.3033 Epoch 4542/5000 148/148 [==============================] - 0s 34us/step - loss: 12477.4443 - mean_absolute_error: 65.2079 - val_loss: 21484.4819 - val_mean_absolute_error: 112.2782 Epoch 4543/5000 148/148 [==============================] - 0s 20us/step - loss: 12474.5264 - mean_absolute_error: 65.2004 - val_loss: 21476.1212 - val_mean_absolute_error: 112.2531 Epoch 4544/5000 148/148 [==============================] - 0s 27us/step - loss: 12471.6104 - mean_absolute_error: 65.1928 - val_loss: 21467.7581 - val_mean_absolute_error: 112.2279 Epoch 4545/5000 148/148 [==============================] - 0s 20us/step - loss: 12468.6953 - mean_absolute_error: 65.1853 - val_loss: 21459.4026 - val_mean_absolute_error: 112.2028 Epoch 4546/5000 148/148 [==============================] - 0s 27us/step - loss: 12465.7812 - mean_absolute_error: 65.1778 - val_loss: 21451.0431 - val_mean_absolute_error: 112.1777 Epoch 4547/5000 148/148 [==============================] - 0s 41us/step - loss: 12462.8662 - mean_absolute_error: 65.1702 - val_loss: 21442.6895 - val_mean_absolute_error: 112.1525 Epoch 4548/5000 148/148 [==============================] - 0s 27us/step - loss: 12459.9541 - mean_absolute_error: 65.1627 - val_loss: 21434.3352 - val_mean_absolute_error: 112.1274 Epoch 4549/5000 148/148 [==============================] - 0s 27us/step - loss: 12457.0410 - mean_absolute_error: 65.1552 - val_loss: 21425.9889 - val_mean_absolute_error: 112.1022 Epoch 4550/5000 148/148 [==============================] - 0s 27us/step - loss: 12454.1328 - mean_absolute_error: 65.1477 - val_loss: 21417.6421 - val_mean_absolute_error: 112.0771 Epoch 4551/5000 148/148 [==============================] - 0s 27us/step - loss: 12451.2256 - mean_absolute_error: 65.1401 - val_loss: 21409.3013 - val_mean_absolute_error: 112.0519 Epoch 4552/5000 148/148 [==============================] - 0s 34us/step - loss: 12448.3164 - mean_absolute_error: 65.1326 - val_loss: 21400.9620 - val_mean_absolute_error: 112.0268 Epoch 4553/5000 148/148 [==============================] - 0s 27us/step - loss: 12445.4092 - mean_absolute_error: 65.1251 - val_loss: 21392.6305 - val_mean_absolute_error: 112.0016 Epoch 4554/5000 148/148 [==============================] - 0s 27us/step - loss: 12442.5020 - mean_absolute_error: 65.1176 - val_loss: 21384.2985 - val_mean_absolute_error: 111.9765 Epoch 4555/5000 148/148 [==============================] - 0s 27us/step - loss: 12439.5908 - mean_absolute_error: 65.1099 - val_loss: 21375.9669 - val_mean_absolute_error: 111.9513 Epoch 4556/5000 148/148 [==============================] - 0s 27us/step - loss: 12436.6777 - mean_absolute_error: 65.1023 - val_loss: 21367.6465 - val_mean_absolute_error: 111.9262 Epoch 4557/5000 148/148 [==============================] - 0s 27us/step - loss: 12433.7656 - mean_absolute_error: 65.0947 - val_loss: 21359.3240 - val_mean_absolute_error: 111.9011 Epoch 4558/5000 148/148 [==============================] - 0s 34us/step - loss: 12430.8535 - mean_absolute_error: 65.0871 - val_loss: 21351.0089 - val_mean_absolute_error: 111.8760 Epoch 4559/5000 148/148 [==============================] - 0s 34us/step - loss: 12427.9453 - mean_absolute_error: 65.0795 - val_loss: 21342.6998 - val_mean_absolute_error: 111.8510 Epoch 4560/5000 148/148 [==============================] - 0s 34us/step - loss: 12425.0352 - mean_absolute_error: 65.0719 - val_loss: 21334.3925 - val_mean_absolute_error: 111.8260 Epoch 4561/5000 148/148 [==============================] - 0s 34us/step - loss: 12422.1279 - mean_absolute_error: 65.0643 - val_loss: 21326.0907 - val_mean_absolute_error: 111.8010 Epoch 4562/5000 148/148 [==============================] - 0s 20us/step - loss: 12419.2178 - mean_absolute_error: 65.0566 - val_loss: 21317.7947 - val_mean_absolute_error: 111.7760 Epoch 4563/5000 148/148 [==============================] - 0s 27us/step - loss: 12416.3125 - mean_absolute_error: 65.0490 - val_loss: 21309.5005 - val_mean_absolute_error: 111.7510 Epoch 4564/5000 148/148 [==============================] - 0s 27us/step - loss: 12413.4062 - mean_absolute_error: 65.0414 - val_loss: 21301.2120 - val_mean_absolute_error: 111.7261 Epoch 4565/5000 148/148 [==============================] - 0s 27us/step - loss: 12410.4941 - mean_absolute_error: 65.0337 - val_loss: 21292.9269 - val_mean_absolute_error: 111.7011 Epoch 4566/5000 148/148 [==============================] - 0s 27us/step - loss: 12407.5859 - mean_absolute_error: 65.0259 - val_loss: 21284.6457 - val_mean_absolute_error: 111.6761 Epoch 4567/5000 148/148 [==============================] - 0s 34us/step - loss: 12404.6777 - mean_absolute_error: 65.0182 - val_loss: 21276.3656 - val_mean_absolute_error: 111.6512 Epoch 4568/5000 148/148 [==============================] - 0s 27us/step - loss: 12401.7705 - mean_absolute_error: 65.0105 - val_loss: 21268.0954 - val_mean_absolute_error: 111.6262 Epoch 4569/5000 148/148 [==============================] - 0s 27us/step - loss: 12398.8623 - mean_absolute_error: 65.0028 - val_loss: 21259.8247 - val_mean_absolute_error: 111.6012 Epoch 4570/5000 148/148 [==============================] - 0s 34us/step - loss: 12395.9561 - mean_absolute_error: 64.9950 - val_loss: 21251.5596 - val_mean_absolute_error: 111.5763 Epoch 4571/5000 148/148 [==============================] - 0s 27us/step - loss: 12393.0518 - mean_absolute_error: 64.9873 - val_loss: 21243.2985 - val_mean_absolute_error: 111.5513 Epoch 4572/5000 148/148 [==============================] - 0s 27us/step - loss: 12390.1455 - mean_absolute_error: 64.9796 - val_loss: 21235.0427 - val_mean_absolute_error: 111.5264 Epoch 4573/5000 148/148 [==============================] - 0s 34us/step - loss: 12387.2432 - mean_absolute_error: 64.9718 - val_loss: 21226.7889 - val_mean_absolute_error: 111.5015 Epoch 4574/5000 148/148 [==============================] - 0s 34us/step - loss: 12384.3408 - mean_absolute_error: 64.9641 - val_loss: 21218.5384 - val_mean_absolute_error: 111.4765 Epoch 4575/5000 148/148 [==============================] - 0s 20us/step - loss: 12381.4355 - mean_absolute_error: 64.9564 - val_loss: 21210.2979 - val_mean_absolute_error: 111.4516 Epoch 4576/5000 148/148 [==============================] - 0s 34us/step - loss: 12378.5371 - mean_absolute_error: 64.9487 - val_loss: 21202.0547 - val_mean_absolute_error: 111.4267 Epoch 4577/5000 148/148 [==============================] - 0s 20us/step - loss: 12375.6357 - mean_absolute_error: 64.9410 - val_loss: 21193.8236 - val_mean_absolute_error: 111.4018 Epoch 4578/5000 148/148 [==============================] - 0s 20us/step - loss: 12372.7412 - mean_absolute_error: 64.9334 - val_loss: 21185.5860 - val_mean_absolute_error: 111.3768 Epoch 4579/5000 148/148 [==============================] - 0s 27us/step - loss: 12369.8467 - mean_absolute_error: 64.9258 - val_loss: 21177.3563 - val_mean_absolute_error: 111.3517 Epoch 4580/5000 148/148 [==============================] - 0s 27us/step - loss: 12366.9531 - mean_absolute_error: 64.9182 - val_loss: 21169.1342 - val_mean_absolute_error: 111.3267 Epoch 4581/5000 148/148 [==============================] - 0s 34us/step - loss: 12364.0596 - mean_absolute_error: 64.9106 - val_loss: 21160.9081 - val_mean_absolute_error: 111.3017 Epoch 4582/5000 148/148 [==============================] - 0s 27us/step - loss: 12361.1670 - mean_absolute_error: 64.9030 - val_loss: 21152.6955 - val_mean_absolute_error: 111.2767 Epoch 4583/5000 148/148 [==============================] - 0s 34us/step - loss: 12358.2783 - mean_absolute_error: 64.8954 - val_loss: 21144.4804 - val_mean_absolute_error: 111.2517 Epoch 4584/5000 148/148 [==============================] - 0s 27us/step - loss: 12355.3887 - mean_absolute_error: 64.8878 - val_loss: 21136.2772 - val_mean_absolute_error: 111.2266 Epoch 4585/5000 148/148 [==============================] - 0s 20us/step - loss: 12352.5020 - mean_absolute_error: 64.8802 - val_loss: 21128.0736 - val_mean_absolute_error: 111.2016 Epoch 4586/5000 148/148 [==============================] - 0s 27us/step - loss: 12349.6152 - mean_absolute_error: 64.8726 - val_loss: 21119.8758 - val_mean_absolute_error: 111.1766 Epoch 4587/5000 148/148 [==============================] - 0s 20us/step - loss: 12346.7285 - mean_absolute_error: 64.8650 - val_loss: 21111.6838 - val_mean_absolute_error: 111.1516 Epoch 4588/5000 148/148 [==============================] - 0s 27us/step - loss: 12343.8457 - mean_absolute_error: 64.8574 - val_loss: 21103.4973 - val_mean_absolute_error: 111.1267 Epoch 4589/5000 148/148 [==============================] - 0s 40us/step - loss: 12340.9629 - mean_absolute_error: 64.8498 - val_loss: 21095.3128 - val_mean_absolute_error: 111.1017 Epoch 4590/5000 148/148 [==============================] - 0s 20us/step - loss: 12338.0791 - mean_absolute_error: 64.8422 - val_loss: 21087.1357 - val_mean_absolute_error: 111.0767 Epoch 4591/5000 148/148 [==============================] - 0s 27us/step - loss: 12335.1992 - mean_absolute_error: 64.8346 - val_loss: 21078.9604 - val_mean_absolute_error: 111.0517 Epoch 4592/5000 148/148 [==============================] - 0s 34us/step - loss: 12332.3193 - mean_absolute_error: 64.8270 - val_loss: 21070.7947 - val_mean_absolute_error: 111.0268 Epoch 4593/5000 148/148 [==============================] - 0s 27us/step - loss: 12329.4424 - mean_absolute_error: 64.8194 - val_loss: 21062.6308 - val_mean_absolute_error: 111.0018 Epoch 4594/5000 148/148 [==============================] - 0s 27us/step - loss: 12326.5645 - mean_absolute_error: 64.8118 - val_loss: 21054.4688 - val_mean_absolute_error: 110.9769 Epoch 4595/5000 148/148 [==============================] - 0s 34us/step - loss: 12323.6885 - mean_absolute_error: 64.8042 - val_loss: 21046.3164 - val_mean_absolute_error: 110.9519 Epoch 4596/5000 148/148 [==============================] - 0s 34us/step - loss: 12320.8145 - mean_absolute_error: 64.7966 - val_loss: 21038.1616 - val_mean_absolute_error: 110.9270 Epoch 4597/5000 148/148 [==============================] - 0s 27us/step - loss: 12317.9404 - mean_absolute_error: 64.7890 - val_loss: 21030.0208 - val_mean_absolute_error: 110.9020 Epoch 4598/5000 148/148 [==============================] - 0s 34us/step - loss: 12315.0684 - mean_absolute_error: 64.7815 - val_loss: 21021.8757 - val_mean_absolute_error: 110.8771 Epoch 4599/5000 148/148 [==============================] - 0s 34us/step - loss: 12312.1953 - mean_absolute_error: 64.7739 - val_loss: 21013.7383 - val_mean_absolute_error: 110.8522 Epoch 4600/5000 148/148 [==============================] - 0s 27us/step - loss: 12309.3262 - mean_absolute_error: 64.7663 - val_loss: 21005.6105 - val_mean_absolute_error: 110.8273 Epoch 4601/5000 148/148 [==============================] - 0s 41us/step - loss: 12306.4570 - mean_absolute_error: 64.7587 - val_loss: 20997.4804 - val_mean_absolute_error: 110.8023 Epoch 4602/5000 148/148 [==============================] - 0s 41us/step - loss: 12303.5869 - mean_absolute_error: 64.7511 - val_loss: 20989.3580 - val_mean_absolute_error: 110.7774 Epoch 4603/5000 148/148 [==============================] - 0s 34us/step - loss: 12300.7217 - mean_absolute_error: 64.7435 - val_loss: 20981.2395 - val_mean_absolute_error: 110.7525 Epoch 4604/5000 148/148 [==============================] - 0s 27us/step - loss: 12297.8564 - mean_absolute_error: 64.7359 - val_loss: 20973.1267 - val_mean_absolute_error: 110.7276 Epoch 4605/5000 148/148 [==============================] - 0s 27us/step - loss: 12294.9902 - mean_absolute_error: 64.7284 - val_loss: 20965.0174 - val_mean_absolute_error: 110.7027 Epoch 4606/5000 148/148 [==============================] - 0s 27us/step - loss: 12292.1279 - mean_absolute_error: 64.7208 - val_loss: 20956.9162 - val_mean_absolute_error: 110.6779 Epoch 4607/5000 148/148 [==============================] - 0s 20us/step - loss: 12289.2646 - mean_absolute_error: 64.7132 - val_loss: 20948.8146 - val_mean_absolute_error: 110.6530 Epoch 4608/5000 148/148 [==============================] - 0s 34us/step - loss: 12286.3916 - mean_absolute_error: 64.7055 - val_loss: 20940.7087 - val_mean_absolute_error: 110.6281 Epoch 4609/5000 148/148 [==============================] - 0s 27us/step - loss: 12283.5088 - mean_absolute_error: 64.6976 - val_loss: 20932.6024 - val_mean_absolute_error: 110.6031 Epoch 4610/5000 148/148 [==============================] - 0s 27us/step - loss: 12280.6250 - mean_absolute_error: 64.6898 - val_loss: 20924.4880 - val_mean_absolute_error: 110.5781 Epoch 4611/5000 148/148 [==============================] - 0s 27us/step - loss: 12277.7402 - mean_absolute_error: 64.6820 - val_loss: 20916.3757 - val_mean_absolute_error: 110.5531 Epoch 4612/5000 148/148 [==============================] - 0s 27us/step - loss: 12274.8535 - mean_absolute_error: 64.6742 - val_loss: 20908.2587 - val_mean_absolute_error: 110.5281 Epoch 4613/5000 148/148 [==============================] - 0s 20us/step - loss: 12271.9678 - mean_absolute_error: 64.6664 - val_loss: 20900.1394 - val_mean_absolute_error: 110.5031 Epoch 4614/5000 148/148 [==============================] - 0s 34us/step - loss: 12269.0811 - mean_absolute_error: 64.6590 - val_loss: 20892.0241 - val_mean_absolute_error: 110.4780 Epoch 4615/5000 148/148 [==============================] - 0s 34us/step - loss: 12266.1943 - mean_absolute_error: 64.6518 - val_loss: 20883.9082 - val_mean_absolute_error: 110.4529 Epoch 4616/5000 148/148 [==============================] - 0s 27us/step - loss: 12263.3076 - mean_absolute_error: 64.6446 - val_loss: 20875.7902 - val_mean_absolute_error: 110.4278 Epoch 4617/5000 148/148 [==============================] - 0s 20us/step - loss: 12260.4219 - mean_absolute_error: 64.6374 - val_loss: 20867.6743 - val_mean_absolute_error: 110.4028 Epoch 4618/5000 148/148 [==============================] - 0s 27us/step - loss: 12257.5361 - mean_absolute_error: 64.6302 - val_loss: 20859.5619 - val_mean_absolute_error: 110.3776 Epoch 4619/5000 148/148 [==============================] - 0s 20us/step - loss: 12254.6504 - mean_absolute_error: 64.6231 - val_loss: 20851.4469 - val_mean_absolute_error: 110.3525 Epoch 4620/5000 148/148 [==============================] - 0s 34us/step - loss: 12251.7656 - mean_absolute_error: 64.6159 - val_loss: 20843.3381 - val_mean_absolute_error: 110.3274 Epoch 4621/5000 148/148 [==============================] - 0s 27us/step - loss: 12248.8799 - mean_absolute_error: 64.6087 - val_loss: 20835.2289 - val_mean_absolute_error: 110.3023 Epoch 4622/5000 148/148 [==============================] - 0s 27us/step - loss: 12245.9961 - mean_absolute_error: 64.6016 - val_loss: 20827.1271 - val_mean_absolute_error: 110.2772 Epoch 4623/5000 148/148 [==============================] - 0s 27us/step - loss: 12243.1113 - mean_absolute_error: 64.5944 - val_loss: 20819.0235 - val_mean_absolute_error: 110.2521 Epoch 4624/5000 148/148 [==============================] - 0s 20us/step - loss: 12240.2305 - mean_absolute_error: 64.5872 - val_loss: 20810.9237 - val_mean_absolute_error: 110.2269 Epoch 4625/5000 148/148 [==============================] - 0s 27us/step - loss: 12237.3477 - mean_absolute_error: 64.5801 - val_loss: 20802.8271 - val_mean_absolute_error: 110.2018 Epoch 4626/5000 148/148 [==============================] - 0s 27us/step - loss: 12234.4648 - mean_absolute_error: 64.5729 - val_loss: 20794.7370 - val_mean_absolute_error: 110.1767 Epoch 4627/5000 148/148 [==============================] - 0s 34us/step - loss: 12231.5859 - mean_absolute_error: 64.5658 - val_loss: 20786.6481 - val_mean_absolute_error: 110.1516 Epoch 4628/5000 148/148 [==============================] - 0s 27us/step - loss: 12228.7061 - mean_absolute_error: 64.5586 - val_loss: 20778.5629 - val_mean_absolute_error: 110.1264 Epoch 4629/5000 148/148 [==============================] - 0s 27us/step - loss: 12225.8262 - mean_absolute_error: 64.5515 - val_loss: 20770.4816 - val_mean_absolute_error: 110.1013 Epoch 4630/5000 148/148 [==============================] - 0s 27us/step - loss: 12222.9482 - mean_absolute_error: 64.5443 - val_loss: 20762.4060 - val_mean_absolute_error: 110.0762 Epoch 4631/5000 148/148 [==============================] - 0s 27us/step - loss: 12220.0723 - mean_absolute_error: 64.5372 - val_loss: 20754.3304 - val_mean_absolute_error: 110.0511 Epoch 4632/5000 148/148 [==============================] - 0s 27us/step - loss: 12217.1953 - mean_absolute_error: 64.5300 - val_loss: 20746.2623 - val_mean_absolute_error: 110.0260 Epoch 4633/5000 148/148 [==============================] - 0s 27us/step - loss: 12214.3193 - mean_absolute_error: 64.5229 - val_loss: 20738.1960 - val_mean_absolute_error: 110.0009 Epoch 4634/5000 148/148 [==============================] - 0s 27us/step - loss: 12211.4453 - mean_absolute_error: 64.5158 - val_loss: 20730.1373 - val_mean_absolute_error: 109.9758 Epoch 4635/5000 148/148 [==============================] - 0s 34us/step - loss: 12208.5723 - mean_absolute_error: 64.5086 - val_loss: 20722.0823 - val_mean_absolute_error: 109.9507 Epoch 4636/5000 148/148 [==============================] - 0s 27us/step - loss: 12205.6992 - mean_absolute_error: 64.5015 - val_loss: 20714.0297 - val_mean_absolute_error: 109.9256 Epoch 4637/5000 148/148 [==============================] - 0s 20us/step - loss: 12202.8281 - mean_absolute_error: 64.4943 - val_loss: 20705.9841 - val_mean_absolute_error: 109.9005 Epoch 4638/5000 148/148 [==============================] - 0s 27us/step - loss: 12199.9580 - mean_absolute_error: 64.4872 - val_loss: 20697.9385 - val_mean_absolute_error: 109.8754 Epoch 4639/5000 148/148 [==============================] - 0s 20us/step - loss: 12197.0488 - mean_absolute_error: 64.4800 - val_loss: 20689.7979 - val_mean_absolute_error: 109.8498 Epoch 4640/5000 148/148 [==============================] - 0s 27us/step - loss: 12194.1064 - mean_absolute_error: 64.4729 - val_loss: 20681.5183 - val_mean_absolute_error: 109.8235 Epoch 4641/5000 148/148 [==============================] - 0s 27us/step - loss: 12191.1396 - mean_absolute_error: 64.4658 - val_loss: 20673.1454 - val_mean_absolute_error: 109.7968 Epoch 4642/5000 148/148 [==============================] - 0s 27us/step - loss: 12188.1533 - mean_absolute_error: 64.4588 - val_loss: 20664.7021 - val_mean_absolute_error: 109.7696 Epoch 4643/5000 148/148 [==============================] - 0s 27us/step - loss: 12185.1455 - mean_absolute_error: 64.4518 - val_loss: 20656.2029 - val_mean_absolute_error: 109.7422 Epoch 4644/5000 148/148 [==============================] - 0s 34us/step - loss: 12182.1240 - mean_absolute_error: 64.4449 - val_loss: 20647.6551 - val_mean_absolute_error: 109.7144 Epoch 4645/5000 148/148 [==============================] - 0s 27us/step - loss: 12179.0889 - mean_absolute_error: 64.4380 - val_loss: 20639.0582 - val_mean_absolute_error: 109.6864 Epoch 4646/5000 148/148 [==============================] - 0s 20us/step - loss: 12176.0381 - mean_absolute_error: 64.4311 - val_loss: 20630.4244 - val_mean_absolute_error: 109.6582 Epoch 4647/5000 148/148 [==============================] - 0s 27us/step - loss: 12172.9785 - mean_absolute_error: 64.4243 - val_loss: 20621.7573 - val_mean_absolute_error: 109.6297 Epoch 4648/5000 148/148 [==============================] - 0s 34us/step - loss: 12169.9072 - mean_absolute_error: 64.4174 - val_loss: 20613.0610 - val_mean_absolute_error: 109.6011 Epoch 4649/5000 148/148 [==============================] - 0s 34us/step - loss: 12166.8281 - mean_absolute_error: 64.4107 - val_loss: 20604.3353 - val_mean_absolute_error: 109.5723 Epoch 4650/5000 148/148 [==============================] - 0s 20us/step - loss: 12163.7402 - mean_absolute_error: 64.4039 - val_loss: 20595.5899 - val_mean_absolute_error: 109.5434 Epoch 4651/5000 148/148 [==============================] - 0s 34us/step - loss: 12160.6465 - mean_absolute_error: 64.3971 - val_loss: 20586.8249 - val_mean_absolute_error: 109.5144 Epoch 4652/5000 148/148 [==============================] - 0s 20us/step - loss: 12157.5498 - mean_absolute_error: 64.3904 - val_loss: 20578.0438 - val_mean_absolute_error: 109.4852 Epoch 4653/5000 148/148 [==============================] - 0s 27us/step - loss: 12154.4463 - mean_absolute_error: 64.3836 - val_loss: 20569.2492 - val_mean_absolute_error: 109.4560 Epoch 4654/5000 148/148 [==============================] - 0s 41us/step - loss: 12151.3379 - mean_absolute_error: 64.3769 - val_loss: 20560.4422 - val_mean_absolute_error: 109.4267 Epoch 4655/5000 148/148 [==============================] - 0s 27us/step - loss: 12148.2266 - mean_absolute_error: 64.3702 - val_loss: 20551.6276 - val_mean_absolute_error: 109.3973 Epoch 4656/5000 148/148 [==============================] - 0s 27us/step - loss: 12145.1143 - mean_absolute_error: 64.3635 - val_loss: 20542.8045 - val_mean_absolute_error: 109.3679 Epoch 4657/5000 148/148 [==============================] - 0s 27us/step - loss: 12141.9980 - mean_absolute_error: 64.3568 - val_loss: 20533.9757 - val_mean_absolute_error: 109.3385 Epoch 4658/5000 148/148 [==============================] - 0s 27us/step - loss: 12138.8789 - mean_absolute_error: 64.3501 - val_loss: 20525.1465 - val_mean_absolute_error: 109.3089 Epoch 4659/5000 148/148 [==============================] - 0s 27us/step - loss: 12135.7656 - mean_absolute_error: 64.3434 - val_loss: 20516.3130 - val_mean_absolute_error: 109.2794 Epoch 4660/5000 148/148 [==============================] - 0s 20us/step - loss: 12132.6572 - mean_absolute_error: 64.3368 - val_loss: 20507.4774 - val_mean_absolute_error: 109.2498 Epoch 4661/5000 148/148 [==============================] - 0s 27us/step - loss: 12129.5518 - mean_absolute_error: 64.3302 - val_loss: 20498.6375 - val_mean_absolute_error: 109.2202 Epoch 4662/5000 148/148 [==============================] - 0s 34us/step - loss: 12126.4443 - mean_absolute_error: 64.3236 - val_loss: 20489.8032 - val_mean_absolute_error: 109.1906 Epoch 4663/5000 148/148 [==============================] - 0s 34us/step - loss: 12123.3379 - mean_absolute_error: 64.3169 - val_loss: 20480.9684 - val_mean_absolute_error: 109.1609 Epoch 4664/5000 148/148 [==============================] - 0s 20us/step - loss: 12120.2324 - mean_absolute_error: 64.3103 - val_loss: 20472.1395 - val_mean_absolute_error: 109.1313 Epoch 4665/5000 148/148 [==============================] - 0s 27us/step - loss: 12117.1279 - mean_absolute_error: 64.3036 - val_loss: 20463.3078 - val_mean_absolute_error: 109.1016 Epoch 4666/5000 148/148 [==============================] - 0s 27us/step - loss: 12114.0225 - mean_absolute_error: 64.2970 - val_loss: 20454.4840 - val_mean_absolute_error: 109.0719 Epoch 4667/5000 148/148 [==============================] - 0s 27us/step - loss: 12110.9199 - mean_absolute_error: 64.2903 - val_loss: 20445.6655 - val_mean_absolute_error: 109.0423 Epoch 4668/5000 148/148 [==============================] - 0s 27us/step - loss: 12107.8174 - mean_absolute_error: 64.2836 - val_loss: 20436.8509 - val_mean_absolute_error: 109.0126 Epoch 4669/5000 148/148 [==============================] - 0s 27us/step - loss: 12104.7178 - mean_absolute_error: 64.2769 - val_loss: 20428.0396 - val_mean_absolute_error: 108.9829 Epoch 4670/5000 148/148 [==============================] - 0s 34us/step - loss: 12101.6172 - mean_absolute_error: 64.2702 - val_loss: 20419.2340 - val_mean_absolute_error: 108.9533 Epoch 4671/5000 148/148 [==============================] - 0s 27us/step - loss: 12098.5195 - mean_absolute_error: 64.2635 - val_loss: 20410.4336 - val_mean_absolute_error: 108.9237 Epoch 4672/5000 148/148 [==============================] - 0s 27us/step - loss: 12095.4219 - mean_absolute_error: 64.2568 - val_loss: 20401.6390 - val_mean_absolute_error: 108.8942 Epoch 4673/5000 148/148 [==============================] - 0s 27us/step - loss: 12092.3281 - mean_absolute_error: 64.2501 - val_loss: 20392.8559 - val_mean_absolute_error: 108.8647 Epoch 4674/5000 148/148 [==============================] - 0s 27us/step - loss: 12089.2334 - mean_absolute_error: 64.2434 - val_loss: 20384.0741 - val_mean_absolute_error: 108.8352 Epoch 4675/5000 148/148 [==============================] - 0s 27us/step - loss: 12086.1416 - mean_absolute_error: 64.2366 - val_loss: 20375.3001 - val_mean_absolute_error: 108.8058 Epoch 4676/5000 148/148 [==============================] - 0s 27us/step - loss: 12083.0508 - mean_absolute_error: 64.2299 - val_loss: 20366.5352 - val_mean_absolute_error: 108.7764 Epoch 4677/5000 148/148 [==============================] - 0s 34us/step - loss: 12079.9639 - mean_absolute_error: 64.2231 - val_loss: 20357.7719 - val_mean_absolute_error: 108.7470 Epoch 4678/5000 148/148 [==============================] - 0s 34us/step - loss: 12076.8760 - mean_absolute_error: 64.2163 - val_loss: 20349.0224 - val_mean_absolute_error: 108.7176 Epoch 4679/5000 148/148 [==============================] - 0s 27us/step - loss: 12073.7910 - mean_absolute_error: 64.2096 - val_loss: 20340.2782 - val_mean_absolute_error: 108.6883 Epoch 4680/5000 148/148 [==============================] - 0s 27us/step - loss: 12070.7080 - mean_absolute_error: 64.2028 - val_loss: 20331.5414 - val_mean_absolute_error: 108.6589 Epoch 4681/5000 148/148 [==============================] - 0s 27us/step - loss: 12067.6270 - mean_absolute_error: 64.1960 - val_loss: 20322.8102 - val_mean_absolute_error: 108.6296 Epoch 4682/5000 148/148 [==============================] - 0s 34us/step - loss: 12064.5498 - mean_absolute_error: 64.1893 - val_loss: 20314.0846 - val_mean_absolute_error: 108.6004 Epoch 4683/5000 148/148 [==============================] - 0s 27us/step - loss: 12061.4766 - mean_absolute_error: 64.1826 - val_loss: 20305.3705 - val_mean_absolute_error: 108.5711 Epoch 4684/5000 148/148 [==============================] - 0s 20us/step - loss: 12058.4033 - mean_absolute_error: 64.1759 - val_loss: 20296.6599 - val_mean_absolute_error: 108.5419 Epoch 4685/5000 148/148 [==============================] - 0s 27us/step - loss: 12055.3330 - mean_absolute_error: 64.1692 - val_loss: 20287.9570 - val_mean_absolute_error: 108.5127 Epoch 4686/5000 148/148 [==============================] - 0s 34us/step - loss: 12052.2646 - mean_absolute_error: 64.1624 - val_loss: 20279.2614 - val_mean_absolute_error: 108.4835 Epoch 4687/5000 148/148 [==============================] - 0s 27us/step - loss: 12049.1973 - mean_absolute_error: 64.1557 - val_loss: 20270.5734 - val_mean_absolute_error: 108.4543 Epoch 4688/5000 148/148 [==============================] - 0s 27us/step - loss: 12046.1348 - mean_absolute_error: 64.1489 - val_loss: 20261.8909 - val_mean_absolute_error: 108.4251 Epoch 4689/5000 148/148 [==============================] - 0s 34us/step - loss: 12043.0723 - mean_absolute_error: 64.1422 - val_loss: 20253.2180 - val_mean_absolute_error: 108.3960 Epoch 4690/5000 148/148 [==============================] - 0s 27us/step - loss: 12040.0098 - mean_absolute_error: 64.1354 - val_loss: 20244.5526 - val_mean_absolute_error: 108.3669 Epoch 4691/5000 148/148 [==============================] - 0s 27us/step - loss: 12036.9531 - mean_absolute_error: 64.1286 - val_loss: 20235.8944 - val_mean_absolute_error: 108.3379 Epoch 4692/5000 148/148 [==============================] - 0s 34us/step - loss: 12033.8945 - mean_absolute_error: 64.1219 - val_loss: 20227.2404 - val_mean_absolute_error: 108.3088 Epoch 4693/5000 148/148 [==============================] - 0s 27us/step - loss: 12030.8389 - mean_absolute_error: 64.1151 - val_loss: 20218.5974 - val_mean_absolute_error: 108.2798 Epoch 4694/5000 148/148 [==============================] - 0s 27us/step - loss: 12027.7852 - mean_absolute_error: 64.1083 - val_loss: 20209.9599 - val_mean_absolute_error: 108.2508 Epoch 4695/5000 148/148 [==============================] - 0s 20us/step - loss: 12024.7344 - mean_absolute_error: 64.1015 - val_loss: 20201.3343 - val_mean_absolute_error: 108.2219 Epoch 4696/5000 148/148 [==============================] - 0s 27us/step - loss: 12021.6846 - mean_absolute_error: 64.0947 - val_loss: 20192.7122 - val_mean_absolute_error: 108.1930 Epoch 4697/5000 148/148 [==============================] - 0s 20us/step - loss: 12018.6289 - mean_absolute_error: 64.0877 - val_loss: 20184.0973 - val_mean_absolute_error: 108.1640 Epoch 4698/5000 148/148 [==============================] - 0s 27us/step - loss: 12015.5723 - mean_absolute_error: 64.0808 - val_loss: 20175.4864 - val_mean_absolute_error: 108.1351 Epoch 4699/5000 148/148 [==============================] - 0s 20us/step - loss: 12012.5166 - mean_absolute_error: 64.0738 - val_loss: 20166.8846 - val_mean_absolute_error: 108.1063 Epoch 4700/5000 148/148 [==============================] - 0s 34us/step - loss: 12009.4609 - mean_absolute_error: 64.0668 - val_loss: 20158.2809 - val_mean_absolute_error: 108.0774 Epoch 4701/5000 148/148 [==============================] - 0s 34us/step - loss: 12006.4092 - mean_absolute_error: 64.0599 - val_loss: 20149.6888 - val_mean_absolute_error: 108.0486 Epoch 4702/5000 148/148 [==============================] - 0s 27us/step - loss: 12003.3564 - mean_absolute_error: 64.0529 - val_loss: 20141.1060 - val_mean_absolute_error: 108.0198 Epoch 4703/5000 148/148 [==============================] - 0s 27us/step - loss: 12000.3057 - mean_absolute_error: 64.0459 - val_loss: 20132.5251 - val_mean_absolute_error: 107.9910 Epoch 4704/5000 148/148 [==============================] - 0s 27us/step - loss: 11997.2529 - mean_absolute_error: 64.0389 - val_loss: 20123.9477 - val_mean_absolute_error: 107.9623 Epoch 4705/5000 148/148 [==============================] - 0s 27us/step - loss: 11994.2070 - mean_absolute_error: 64.0319 - val_loss: 20115.3569 - val_mean_absolute_error: 107.9335 Epoch 4706/5000 148/148 [==============================] - 0s 34us/step - loss: 11991.1582 - mean_absolute_error: 64.0250 - val_loss: 20106.7676 - val_mean_absolute_error: 107.9047 Epoch 4707/5000 148/148 [==============================] - 0s 27us/step - loss: 11988.1104 - mean_absolute_error: 64.0180 - val_loss: 20098.1879 - val_mean_absolute_error: 107.8759 Epoch 4708/5000 148/148 [==============================] - 0s 27us/step - loss: 11985.0654 - mean_absolute_error: 64.0110 - val_loss: 20089.6174 - val_mean_absolute_error: 107.8472 Epoch 4709/5000 148/148 [==============================] - 0s 27us/step - loss: 11982.0215 - mean_absolute_error: 64.0040 - val_loss: 20081.0529 - val_mean_absolute_error: 107.8185 Epoch 4710/5000 148/148 [==============================] - 0s 27us/step - loss: 11978.9785 - mean_absolute_error: 63.9969 - val_loss: 20072.4981 - val_mean_absolute_error: 107.7898 Epoch 4711/5000 148/148 [==============================] - 0s 20us/step - loss: 11975.9375 - mean_absolute_error: 63.9899 - val_loss: 20063.9486 - val_mean_absolute_error: 107.7612 Epoch 4712/5000 148/148 [==============================] - 0s 27us/step - loss: 11972.8994 - mean_absolute_error: 63.9829 - val_loss: 20055.3991 - val_mean_absolute_error: 107.7325 Epoch 4713/5000 148/148 [==============================] - 0s 34us/step - loss: 11969.8604 - mean_absolute_error: 63.9759 - val_loss: 20046.8648 - val_mean_absolute_error: 107.7039 Epoch 4714/5000 148/148 [==============================] - 0s 20us/step - loss: 11966.8242 - mean_absolute_error: 63.9689 - val_loss: 20038.3361 - val_mean_absolute_error: 107.6753 Epoch 4715/5000 148/148 [==============================] - 0s 27us/step - loss: 11963.7881 - mean_absolute_error: 63.9618 - val_loss: 20029.8111 - val_mean_absolute_error: 107.6468 Epoch 4716/5000 148/148 [==============================] - 0s 20us/step - loss: 11960.7529 - mean_absolute_error: 63.9548 - val_loss: 20021.2955 - val_mean_absolute_error: 107.6182 Epoch 4717/5000 148/148 [==============================] - 0s 27us/step - loss: 11957.7217 - mean_absolute_error: 63.9478 - val_loss: 20012.7858 - val_mean_absolute_error: 107.5897 Epoch 4718/5000 148/148 [==============================] - 0s 27us/step - loss: 11954.6895 - mean_absolute_error: 63.9407 - val_loss: 20004.2835 - val_mean_absolute_error: 107.5612 Epoch 4719/5000 148/148 [==============================] - 0s 34us/step - loss: 11951.6602 - mean_absolute_error: 63.9336 - val_loss: 19995.7869 - val_mean_absolute_error: 107.5327 Epoch 4720/5000 148/148 [==============================] - 0s 20us/step - loss: 11948.6328 - mean_absolute_error: 63.9266 - val_loss: 19987.2981 - val_mean_absolute_error: 107.5043 Epoch 4721/5000 148/148 [==============================] - 0s 27us/step - loss: 11945.6064 - mean_absolute_error: 63.9195 - val_loss: 19978.8186 - val_mean_absolute_error: 107.4759 Epoch 4722/5000 148/148 [==============================] - 0s 41us/step - loss: 11942.5811 - mean_absolute_error: 63.9125 - val_loss: 19970.3427 - val_mean_absolute_error: 107.4475 Epoch 4723/5000 148/148 [==============================] - 0s 27us/step - loss: 11939.5557 - mean_absolute_error: 63.9054 - val_loss: 19961.8744 - val_mean_absolute_error: 107.4191 Epoch 4724/5000 148/148 [==============================] - 0s 20us/step - loss: 11936.5342 - mean_absolute_error: 63.8983 - val_loss: 19953.4138 - val_mean_absolute_error: 107.3907 Epoch 4725/5000 148/148 [==============================] - 0s 20us/step - loss: 11933.5137 - mean_absolute_error: 63.8912 - val_loss: 19944.9609 - val_mean_absolute_error: 107.3624 Epoch 4726/5000 148/148 [==============================] - 0s 20us/step - loss: 11930.4912 - mean_absolute_error: 63.8841 - val_loss: 19936.5096 - val_mean_absolute_error: 107.3340 Epoch 4727/5000 148/148 [==============================] - 0s 34us/step - loss: 11927.4707 - mean_absolute_error: 63.8771 - val_loss: 19928.0702 - val_mean_absolute_error: 107.3058 Epoch 4728/5000 148/148 [==============================] - 0s 34us/step - loss: 11924.4502 - mean_absolute_error: 63.8701 - val_loss: 19919.6351 - val_mean_absolute_error: 107.2774 Epoch 4729/5000 148/148 [==============================] - 0s 20us/step - loss: 11921.4326 - mean_absolute_error: 63.8631 - val_loss: 19911.2034 - val_mean_absolute_error: 107.2490 Epoch 4730/5000 148/148 [==============================] - 0s 27us/step - loss: 11918.4160 - mean_absolute_error: 63.8561 - val_loss: 19902.7799 - val_mean_absolute_error: 107.2207 Epoch 4731/5000 148/148 [==============================] - 0s 20us/step - loss: 11915.3994 - mean_absolute_error: 63.8491 - val_loss: 19894.3621 - val_mean_absolute_error: 107.1924 Epoch 4732/5000 148/148 [==============================] - 0s 27us/step - loss: 11912.3848 - mean_absolute_error: 63.8421 - val_loss: 19885.9559 - val_mean_absolute_error: 107.1641 Epoch 4733/5000 148/148 [==============================] - 0s 27us/step - loss: 11909.3730 - mean_absolute_error: 63.8350 - val_loss: 19877.5540 - val_mean_absolute_error: 107.1358 Epoch 4734/5000 148/148 [==============================] - 0s 41us/step - loss: 11906.3594 - mean_absolute_error: 63.8280 - val_loss: 19869.1555 - val_mean_absolute_error: 107.1076 Epoch 4735/5000 148/148 [==============================] - 0s 20us/step - loss: 11903.3496 - mean_absolute_error: 63.8210 - val_loss: 19860.7686 - val_mean_absolute_error: 107.0794 Epoch 4736/5000 148/148 [==============================] - 0s 27us/step - loss: 11900.3408 - mean_absolute_error: 63.8140 - val_loss: 19852.3859 - val_mean_absolute_error: 107.0511 Epoch 4737/5000 148/148 [==============================] - 0s 27us/step - loss: 11897.3320 - mean_absolute_error: 63.8070 - val_loss: 19844.0108 - val_mean_absolute_error: 107.0230 Epoch 4738/5000 148/148 [==============================] - 0s 27us/step - loss: 11894.3281 - mean_absolute_error: 63.7999 - val_loss: 19835.6414 - val_mean_absolute_error: 106.9948 Epoch 4739/5000 148/148 [==============================] - 0s 27us/step - loss: 11891.3223 - mean_absolute_error: 63.7929 - val_loss: 19827.2815 - val_mean_absolute_error: 106.9666 Epoch 4740/5000 148/148 [==============================] - 0s 34us/step - loss: 11888.3193 - mean_absolute_error: 63.7859 - val_loss: 19818.9239 - val_mean_absolute_error: 106.9385 Epoch 4741/5000 148/148 [==============================] - 0s 27us/step - loss: 11885.3174 - mean_absolute_error: 63.7788 - val_loss: 19810.5774 - val_mean_absolute_error: 106.9104 Epoch 4742/5000 148/148 [==============================] - 0s 27us/step - loss: 11882.3164 - mean_absolute_error: 63.7718 - val_loss: 19802.2369 - val_mean_absolute_error: 106.8823 Epoch 4743/5000 148/148 [==============================] - 0s 20us/step - loss: 11879.3174 - mean_absolute_error: 63.7647 - val_loss: 19793.9020 - val_mean_absolute_error: 106.8542 Epoch 4744/5000 148/148 [==============================] - 0s 34us/step - loss: 11876.3203 - mean_absolute_error: 63.7577 - val_loss: 19785.5748 - val_mean_absolute_error: 106.8262 Epoch 4745/5000 148/148 [==============================] - 0s 27us/step - loss: 11873.3242 - mean_absolute_error: 63.7506 - val_loss: 19777.2517 - val_mean_absolute_error: 106.7981 Epoch 4746/5000 148/148 [==============================] - 0s 20us/step - loss: 11870.3301 - mean_absolute_error: 63.7436 - val_loss: 19768.9359 - val_mean_absolute_error: 106.7701 Epoch 4747/5000 148/148 [==============================] - 0s 20us/step - loss: 11867.3359 - mean_absolute_error: 63.7365 - val_loss: 19760.6395 - val_mean_absolute_error: 106.7421 Epoch 4748/5000 148/148 [==============================] - 0s 41us/step - loss: 11864.3447 - mean_absolute_error: 63.7294 - val_loss: 19752.3526 - val_mean_absolute_error: 106.7142 Epoch 4749/5000 148/148 [==============================] - 0s 20us/step - loss: 11861.3555 - mean_absolute_error: 63.7224 - val_loss: 19744.0697 - val_mean_absolute_error: 106.6862 Epoch 4750/5000 148/148 [==============================] - 0s 27us/step - loss: 11858.3662 - mean_absolute_error: 63.7153 - val_loss: 19735.7963 - val_mean_absolute_error: 106.6583 Epoch 4751/5000 148/148 [==============================] - 0s 27us/step - loss: 11855.3789 - mean_absolute_error: 63.7082 - val_loss: 19727.5286 - val_mean_absolute_error: 106.6304 Epoch 4752/5000 148/148 [==============================] - 0s 27us/step - loss: 11852.3926 - mean_absolute_error: 63.7011 - val_loss: 19719.2687 - val_mean_absolute_error: 106.6025 Epoch 4753/5000 148/148 [==============================] - 0s 20us/step - loss: 11849.4092 - mean_absolute_error: 63.6940 - val_loss: 19711.0107 - val_mean_absolute_error: 106.5747 Epoch 4754/5000 148/148 [==============================] - 0s 27us/step - loss: 11846.4160 - mean_absolute_error: 63.6868 - val_loss: 19702.7563 - val_mean_absolute_error: 106.5468 Epoch 4755/5000 148/148 [==============================] - 0s 34us/step - loss: 11843.4219 - mean_absolute_error: 63.6796 - val_loss: 19694.4981 - val_mean_absolute_error: 106.5189 Epoch 4756/5000 148/148 [==============================] - 0s 27us/step - loss: 11840.4268 - mean_absolute_error: 63.6723 - val_loss: 19686.2422 - val_mean_absolute_error: 106.4910 Epoch 4757/5000 148/148 [==============================] - 0s 27us/step - loss: 11837.4326 - mean_absolute_error: 63.6651 - val_loss: 19677.9878 - val_mean_absolute_error: 106.4631 Epoch 4758/5000 148/148 [==============================] - 0s 27us/step - loss: 11834.4385 - mean_absolute_error: 63.6578 - val_loss: 19669.7377 - val_mean_absolute_error: 106.4351 Epoch 4759/5000 148/148 [==============================] - 0s 27us/step - loss: 11831.4434 - mean_absolute_error: 63.6506 - val_loss: 19661.4853 - val_mean_absolute_error: 106.4072 Epoch 4760/5000 148/148 [==============================] - 0s 20us/step - loss: 11828.4521 - mean_absolute_error: 63.6433 - val_loss: 19653.2390 - val_mean_absolute_error: 106.3793 Epoch 4761/5000 148/148 [==============================] - 0s 34us/step - loss: 11825.4600 - mean_absolute_error: 63.6361 - val_loss: 19644.9945 - val_mean_absolute_error: 106.3514 Epoch 4762/5000 148/148 [==============================] - 0s 27us/step - loss: 11822.4697 - mean_absolute_error: 63.6288 - val_loss: 19636.7536 - val_mean_absolute_error: 106.3234 Epoch 4763/5000 148/148 [==============================] - 0s 34us/step - loss: 11819.4785 - mean_absolute_error: 63.6215 - val_loss: 19628.5151 - val_mean_absolute_error: 106.2955 Epoch 4764/5000 148/148 [==============================] - 0s 34us/step - loss: 11816.4863 - mean_absolute_error: 63.6143 - val_loss: 19620.2821 - val_mean_absolute_error: 106.2676 Epoch 4765/5000 148/148 [==============================] - 0s 20us/step - loss: 11813.5000 - mean_absolute_error: 63.6070 - val_loss: 19612.0508 - val_mean_absolute_error: 106.2397 Epoch 4766/5000 148/148 [==============================] - 0s 27us/step - loss: 11810.5127 - mean_absolute_error: 63.5998 - val_loss: 19603.8292 - val_mean_absolute_error: 106.2118 Epoch 4767/5000 148/148 [==============================] - 0s 20us/step - loss: 11807.5264 - mean_absolute_error: 63.5925 - val_loss: 19595.6099 - val_mean_absolute_error: 106.1839 Epoch 4768/5000 148/148 [==============================] - 0s 20us/step - loss: 11804.5410 - mean_absolute_error: 63.5852 - val_loss: 19587.3922 - val_mean_absolute_error: 106.1560 Epoch 4769/5000 148/148 [==============================] - 0s 27us/step - loss: 11801.5566 - mean_absolute_error: 63.5780 - val_loss: 19579.1841 - val_mean_absolute_error: 106.1281 Epoch 4770/5000 148/148 [==============================] - 0s 34us/step - loss: 11798.5752 - mean_absolute_error: 63.5707 - val_loss: 19570.9779 - val_mean_absolute_error: 106.1003 Epoch 4771/5000 148/148 [==============================] - 0s 40us/step - loss: 11795.5938 - mean_absolute_error: 63.5634 - val_loss: 19562.7774 - val_mean_absolute_error: 106.0724 Epoch 4772/5000 148/148 [==============================] - 0s 27us/step - loss: 11792.6143 - mean_absolute_error: 63.5561 - val_loss: 19554.5824 - val_mean_absolute_error: 106.0446 Epoch 4773/5000 148/148 [==============================] - 0s 20us/step - loss: 11789.6006 - mean_absolute_error: 63.5488 - val_loss: 19546.3361 - val_mean_absolute_error: 106.0165 Epoch 4774/5000 148/148 [==============================] - 0s 34us/step - loss: 11786.5527 - mean_absolute_error: 63.5414 - val_loss: 19538.0491 - val_mean_absolute_error: 105.9881 Epoch 4775/5000 148/148 [==============================] - 0s 20us/step - loss: 11783.4902 - mean_absolute_error: 63.5339 - val_loss: 19529.7211 - val_mean_absolute_error: 105.9595 Epoch 4776/5000 148/148 [==============================] - 0s 27us/step - loss: 11780.4141 - mean_absolute_error: 63.5265 - val_loss: 19521.3620 - val_mean_absolute_error: 105.9308 Epoch 4777/5000 148/148 [==============================] - 0s 34us/step - loss: 11777.3271 - mean_absolute_error: 63.5190 - val_loss: 19512.9715 - val_mean_absolute_error: 105.9019 Epoch 4778/5000 148/148 [==============================] - 0s 27us/step - loss: 11774.2285 - mean_absolute_error: 63.5114 - val_loss: 19504.5592 - val_mean_absolute_error: 105.8728 Epoch 4779/5000 148/148 [==============================] - 0s 27us/step - loss: 11771.1201 - mean_absolute_error: 63.5039 - val_loss: 19496.1189 - val_mean_absolute_error: 105.8436 Epoch 4780/5000 148/148 [==============================] - 0s 27us/step - loss: 11768.0039 - mean_absolute_error: 63.4963 - val_loss: 19487.6642 - val_mean_absolute_error: 105.8143 Epoch 4781/5000 148/148 [==============================] - 0s 34us/step - loss: 11764.8809 - mean_absolute_error: 63.4887 - val_loss: 19479.1907 - val_mean_absolute_error: 105.7848 Epoch 4782/5000 148/148 [==============================] - 0s 20us/step - loss: 11761.7510 - mean_absolute_error: 63.4811 - val_loss: 19470.7030 - val_mean_absolute_error: 105.7553 Epoch 4783/5000 148/148 [==============================] - 0s 20us/step - loss: 11758.6162 - mean_absolute_error: 63.4735 - val_loss: 19462.2060 - val_mean_absolute_error: 105.7257 Epoch 4784/5000 148/148 [==============================] - 0s 27us/step - loss: 11755.4785 - mean_absolute_error: 63.4658 - val_loss: 19453.7001 - val_mean_absolute_error: 105.6961 Epoch 4785/5000 148/148 [==============================] - 0s 34us/step - loss: 11752.3350 - mean_absolute_error: 63.4582 - val_loss: 19445.1849 - val_mean_absolute_error: 105.6664 Epoch 4786/5000 148/148 [==============================] - 0s 27us/step - loss: 11749.1885 - mean_absolute_error: 63.4505 - val_loss: 19436.6666 - val_mean_absolute_error: 105.6366 Epoch 4787/5000 148/148 [==============================] - 0s 27us/step - loss: 11746.0391 - mean_absolute_error: 63.4429 - val_loss: 19428.1424 - val_mean_absolute_error: 105.6068 Epoch 4788/5000 148/148 [==============================] - 0s 27us/step - loss: 11742.8896 - mean_absolute_error: 63.4352 - val_loss: 19419.6133 - val_mean_absolute_error: 105.5770 Epoch 4789/5000 148/148 [==============================] - 0s 27us/step - loss: 11739.7354 - mean_absolute_error: 63.4275 - val_loss: 19411.0861 - val_mean_absolute_error: 105.5471 Epoch 4790/5000 148/148 [==============================] - 0s 27us/step - loss: 11736.5791 - mean_absolute_error: 63.4198 - val_loss: 19402.5574 - val_mean_absolute_error: 105.5172 Epoch 4791/5000 148/148 [==============================] - 0s 27us/step - loss: 11733.4248 - mean_absolute_error: 63.4120 - val_loss: 19394.0304 - val_mean_absolute_error: 105.4873 Epoch 4792/5000 148/148 [==============================] - 0s 34us/step - loss: 11730.2686 - mean_absolute_error: 63.4045 - val_loss: 19385.5039 - val_mean_absolute_error: 105.4574 Epoch 4793/5000 148/148 [==============================] - 0s 20us/step - loss: 11727.1113 - mean_absolute_error: 63.3971 - val_loss: 19376.9811 - val_mean_absolute_error: 105.4275 Epoch 4794/5000 148/148 [==============================] - 0s 20us/step - loss: 11723.9551 - mean_absolute_error: 63.3898 - val_loss: 19368.4586 - val_mean_absolute_error: 105.3976 Epoch 4795/5000 148/148 [==============================] - 0s 20us/step - loss: 11720.7979 - mean_absolute_error: 63.3825 - val_loss: 19359.9419 - val_mean_absolute_error: 105.3677 Epoch 4796/5000 148/148 [==============================] - 0s 27us/step - loss: 11717.6406 - mean_absolute_error: 63.3751 - val_loss: 19351.4310 - val_mean_absolute_error: 105.3378 Epoch 4797/5000 148/148 [==============================] - 0s 27us/step - loss: 11714.4844 - mean_absolute_error: 63.3678 - val_loss: 19342.9260 - val_mean_absolute_error: 105.3078 Epoch 4798/5000 148/148 [==============================] - 0s 27us/step - loss: 11711.3301 - mean_absolute_error: 63.3604 - val_loss: 19334.4748 - val_mean_absolute_error: 105.2780 Epoch 4799/5000 148/148 [==============================] - 0s 34us/step - loss: 11708.1748 - mean_absolute_error: 63.3531 - val_loss: 19326.0333 - val_mean_absolute_error: 105.2482 Epoch 4800/5000 148/148 [==============================] - 0s 27us/step - loss: 11705.0215 - mean_absolute_error: 63.3457 - val_loss: 19317.5977 - val_mean_absolute_error: 105.2186 Epoch 4801/5000 148/148 [==============================] - 0s 20us/step - loss: 11701.8682 - mean_absolute_error: 63.3384 - val_loss: 19309.1675 - val_mean_absolute_error: 105.1891 Epoch 4802/5000 148/148 [==============================] - 0s 27us/step - loss: 11698.7158 - mean_absolute_error: 63.3310 - val_loss: 19300.7414 - val_mean_absolute_error: 105.1595 Epoch 4803/5000 148/148 [==============================] - 0s 27us/step - loss: 11695.5645 - mean_absolute_error: 63.3236 - val_loss: 19292.3227 - val_mean_absolute_error: 105.1301 Epoch 4804/5000 148/148 [==============================] - 0s 27us/step - loss: 11692.4160 - mean_absolute_error: 63.3163 - val_loss: 19283.8908 - val_mean_absolute_error: 105.1005 Epoch 4805/5000 148/148 [==============================] - 0s 20us/step - loss: 11689.2676 - mean_absolute_error: 63.3089 - val_loss: 19275.4644 - val_mean_absolute_error: 105.0710 Epoch 4806/5000 148/148 [==============================] - 0s 34us/step - loss: 11686.1221 - mean_absolute_error: 63.3015 - val_loss: 19267.0494 - val_mean_absolute_error: 105.0415 Epoch 4807/5000 148/148 [==============================] - 0s 27us/step - loss: 11682.9766 - mean_absolute_error: 63.2941 - val_loss: 19258.6402 - val_mean_absolute_error: 105.0120 Epoch 4808/5000 148/148 [==============================] - 0s 20us/step - loss: 11679.8330 - mean_absolute_error: 63.2868 - val_loss: 19250.2406 - val_mean_absolute_error: 104.9825 Epoch 4809/5000 148/148 [==============================] - 0s 27us/step - loss: 11676.6904 - mean_absolute_error: 63.2794 - val_loss: 19241.8445 - val_mean_absolute_error: 104.9531 Epoch 4810/5000 148/148 [==============================] - 0s 27us/step - loss: 11673.5508 - mean_absolute_error: 63.2720 - val_loss: 19233.4580 - val_mean_absolute_error: 104.9236 Epoch 4811/5000 148/148 [==============================] - 0s 27us/step - loss: 11670.4111 - mean_absolute_error: 63.2646 - val_loss: 19225.0811 - val_mean_absolute_error: 104.8942 Epoch 4812/5000 148/148 [==============================] - 0s 27us/step - loss: 11667.2744 - mean_absolute_error: 63.2572 - val_loss: 19216.7158 - val_mean_absolute_error: 104.8649 Epoch 4813/5000 148/148 [==============================] - 0s 27us/step - loss: 11664.1387 - mean_absolute_error: 63.2498 - val_loss: 19208.3522 - val_mean_absolute_error: 104.8355 Epoch 4814/5000 148/148 [==============================] - 0s 34us/step - loss: 11661.0049 - mean_absolute_error: 63.2424 - val_loss: 19199.9997 - val_mean_absolute_error: 104.8061 Epoch 4815/5000 148/148 [==============================] - 0s 27us/step - loss: 11657.8721 - mean_absolute_error: 63.2350 - val_loss: 19191.6571 - val_mean_absolute_error: 104.7768 Epoch 4816/5000 148/148 [==============================] - 0s 27us/step - loss: 11654.7422 - mean_absolute_error: 63.2276 - val_loss: 19183.3220 - val_mean_absolute_error: 104.7475 Epoch 4817/5000 148/148 [==============================] - 0s 27us/step - loss: 11651.6152 - mean_absolute_error: 63.2202 - val_loss: 19174.9946 - val_mean_absolute_error: 104.7182 Epoch 4818/5000 148/148 [==============================] - 0s 27us/step - loss: 11648.4883 - mean_absolute_error: 63.2128 - val_loss: 19166.6786 - val_mean_absolute_error: 104.6890 Epoch 4819/5000 148/148 [==============================] - 0s 27us/step - loss: 11645.3633 - mean_absolute_error: 63.2053 - val_loss: 19158.3681 - val_mean_absolute_error: 104.6597 Epoch 4820/5000 148/148 [==============================] - 0s 34us/step - loss: 11642.2402 - mean_absolute_error: 63.1979 - val_loss: 19150.0654 - val_mean_absolute_error: 104.6305 Epoch 4821/5000 148/148 [==============================] - 0s 27us/step - loss: 11639.1201 - mean_absolute_error: 63.1905 - val_loss: 19141.7759 - val_mean_absolute_error: 104.6013 Epoch 4822/5000 148/148 [==============================] - 0s 27us/step - loss: 11636.0010 - mean_absolute_error: 63.1831 - val_loss: 19133.4920 - val_mean_absolute_error: 104.5722 Epoch 4823/5000 148/148 [==============================] - 0s 27us/step - loss: 11632.8848 - mean_absolute_error: 63.1757 - val_loss: 19125.2158 - val_mean_absolute_error: 104.5430 Epoch 4824/5000 148/148 [==============================] - 0s 27us/step - loss: 11629.7666 - mean_absolute_error: 63.1683 - val_loss: 19116.9449 - val_mean_absolute_error: 104.5139 Epoch 4825/5000 148/148 [==============================] - 0s 27us/step - loss: 11626.6543 - mean_absolute_error: 63.1608 - val_loss: 19108.6880 - val_mean_absolute_error: 104.4848 Epoch 4826/5000 148/148 [==============================] - 0s 41us/step - loss: 11623.5430 - mean_absolute_error: 63.1534 - val_loss: 19100.4362 - val_mean_absolute_error: 104.4557 Epoch 4827/5000 148/148 [==============================] - 0s 27us/step - loss: 11620.4336 - mean_absolute_error: 63.1460 - val_loss: 19092.1924 - val_mean_absolute_error: 104.4266 Epoch 4828/5000 148/148 [==============================] - 0s 27us/step - loss: 11617.3252 - mean_absolute_error: 63.1386 - val_loss: 19083.9618 - val_mean_absolute_error: 104.3976 Epoch 4829/5000 148/148 [==============================] - 0s 34us/step - loss: 11614.2197 - mean_absolute_error: 63.1311 - val_loss: 19075.7390 - val_mean_absolute_error: 104.3686 Epoch 4830/5000 148/148 [==============================] - 0s 27us/step - loss: 11611.1152 - mean_absolute_error: 63.1237 - val_loss: 19067.5217 - val_mean_absolute_error: 104.3396 Epoch 4831/5000 148/148 [==============================] - 0s 20us/step - loss: 11608.0127 - mean_absolute_error: 63.1163 - val_loss: 19059.3138 - val_mean_absolute_error: 104.3106 Epoch 4832/5000 148/148 [==============================] - 0s 34us/step - loss: 11604.9121 - mean_absolute_error: 63.1088 - val_loss: 19051.1175 - val_mean_absolute_error: 104.2817 Epoch 4833/5000 148/148 [==============================] - 0s 34us/step - loss: 11601.8125 - mean_absolute_error: 63.1014 - val_loss: 19042.9227 - val_mean_absolute_error: 104.2527 Epoch 4834/5000 148/148 [==============================] - 0s 27us/step - loss: 11598.7158 - mean_absolute_error: 63.0940 - val_loss: 19034.7395 - val_mean_absolute_error: 104.2238 Epoch 4835/5000 148/148 [==============================] - 0s 41us/step - loss: 11595.6211 - mean_absolute_error: 63.0865 - val_loss: 19026.5640 - val_mean_absolute_error: 104.1949 Epoch 4836/5000 148/148 [==============================] - 0s 41us/step - loss: 11592.5283 - mean_absolute_error: 63.0791 - val_loss: 19018.4000 - val_mean_absolute_error: 104.1661 Epoch 4837/5000 148/148 [==============================] - 0s 27us/step - loss: 11589.4365 - mean_absolute_error: 63.0716 - val_loss: 19010.2395 - val_mean_absolute_error: 104.1372 Epoch 4838/5000 148/148 [==============================] - 0s 27us/step - loss: 11586.3477 - mean_absolute_error: 63.0642 - val_loss: 19002.0909 - val_mean_absolute_error: 104.1084 Epoch 4839/5000 148/148 [==============================] - 0s 27us/step - loss: 11583.2607 - mean_absolute_error: 63.0567 - val_loss: 18993.9478 - val_mean_absolute_error: 104.0795 Epoch 4840/5000 148/148 [==============================] - 0s 27us/step - loss: 11580.1758 - mean_absolute_error: 63.0493 - val_loss: 18985.7965 - val_mean_absolute_error: 104.0506 Epoch 4841/5000 148/148 [==============================] - 0s 27us/step - loss: 11577.0908 - mean_absolute_error: 63.0418 - val_loss: 18977.6569 - val_mean_absolute_error: 104.0218 Epoch 4842/5000 148/148 [==============================] - 0s 27us/step - loss: 11574.0098 - mean_absolute_error: 63.0344 - val_loss: 18969.5251 - val_mean_absolute_error: 103.9929 Epoch 4843/5000 148/148 [==============================] - 0s 20us/step - loss: 11570.9287 - mean_absolute_error: 63.0269 - val_loss: 18961.4008 - val_mean_absolute_error: 103.9641 Epoch 4844/5000 148/148 [==============================] - 0s 20us/step - loss: 11567.8506 - mean_absolute_error: 63.0195 - val_loss: 18953.2837 - val_mean_absolute_error: 103.9353 Epoch 4845/5000 148/148 [==============================] - 0s 34us/step - loss: 11564.7754 - mean_absolute_error: 63.0120 - val_loss: 18945.1748 - val_mean_absolute_error: 103.9065 Epoch 4846/5000 148/148 [==============================] - 0s 27us/step - loss: 11561.6992 - mean_absolute_error: 63.0045 - val_loss: 18937.0754 - val_mean_absolute_error: 103.8778 Epoch 4847/5000 148/148 [==============================] - 0s 34us/step - loss: 11558.6250 - mean_absolute_error: 62.9969 - val_loss: 18928.9851 - val_mean_absolute_error: 103.8490 Epoch 4848/5000 148/148 [==============================] - 0s 34us/step - loss: 11555.5518 - mean_absolute_error: 62.9893 - val_loss: 18920.8970 - val_mean_absolute_error: 103.8203 Epoch 4849/5000 148/148 [==============================] - 0s 27us/step - loss: 11552.4814 - mean_absolute_error: 62.9817 - val_loss: 18912.8202 - val_mean_absolute_error: 103.7915 Epoch 4850/5000 148/148 [==============================] - 0s 27us/step - loss: 11549.4131 - mean_absolute_error: 62.9741 - val_loss: 18904.7357 - val_mean_absolute_error: 103.7627 Epoch 4851/5000 148/148 [==============================] - 0s 27us/step - loss: 11546.3467 - mean_absolute_error: 62.9666 - val_loss: 18896.6626 - val_mean_absolute_error: 103.7340 Epoch 4852/5000 148/148 [==============================] - 0s 34us/step - loss: 11543.2812 - mean_absolute_error: 62.9590 - val_loss: 18888.5935 - val_mean_absolute_error: 103.7052 Epoch 4853/5000 148/148 [==============================] - 0s 34us/step - loss: 11540.2178 - mean_absolute_error: 62.9514 - val_loss: 18880.5335 - val_mean_absolute_error: 103.6764 Epoch 4854/5000 148/148 [==============================] - 0s 27us/step - loss: 11537.1543 - mean_absolute_error: 62.9438 - val_loss: 18872.4833 - val_mean_absolute_error: 103.6477 Epoch 4855/5000 148/148 [==============================] - 0s 27us/step - loss: 11534.0957 - mean_absolute_error: 62.9362 - val_loss: 18864.4386 - val_mean_absolute_error: 103.6190 Epoch 4856/5000 148/148 [==============================] - 0s 27us/step - loss: 11531.0371 - mean_absolute_error: 62.9286 - val_loss: 18856.4060 - val_mean_absolute_error: 103.5903 Epoch 4857/5000 148/148 [==============================] - 0s 27us/step - loss: 11527.9824 - mean_absolute_error: 62.9211 - val_loss: 18848.3783 - val_mean_absolute_error: 103.5616 Epoch 4858/5000 148/148 [==============================] - 0s 27us/step - loss: 11524.9277 - mean_absolute_error: 62.9135 - val_loss: 18840.3568 - val_mean_absolute_error: 103.5330 Epoch 4859/5000 148/148 [==============================] - 0s 34us/step - loss: 11521.8750 - mean_absolute_error: 62.9059 - val_loss: 18832.3406 - val_mean_absolute_error: 103.5043 Epoch 4860/5000 148/148 [==============================] - 0s 27us/step - loss: 11518.8223 - mean_absolute_error: 62.8983 - val_loss: 18824.3285 - val_mean_absolute_error: 103.4757 Epoch 4861/5000 148/148 [==============================] - 0s 27us/step - loss: 11515.7744 - mean_absolute_error: 62.8907 - val_loss: 18816.3162 - val_mean_absolute_error: 103.4470 Epoch 4862/5000 148/148 [==============================] - 0s 27us/step - loss: 11512.7266 - mean_absolute_error: 62.8831 - val_loss: 18808.3115 - val_mean_absolute_error: 103.4184 Epoch 4863/5000 148/148 [==============================] - 0s 34us/step - loss: 11509.6807 - mean_absolute_error: 62.8755 - val_loss: 18800.3165 - val_mean_absolute_error: 103.3898 Epoch 4864/5000 148/148 [==============================] - 0s 27us/step - loss: 11506.6377 - mean_absolute_error: 62.8679 - val_loss: 18792.3273 - val_mean_absolute_error: 103.3612 Epoch 4865/5000 148/148 [==============================] - 0s 20us/step - loss: 11503.5947 - mean_absolute_error: 62.8603 - val_loss: 18784.3453 - val_mean_absolute_error: 103.3326 Epoch 4866/5000 148/148 [==============================] - 0s 34us/step - loss: 11500.5527 - mean_absolute_error: 62.8527 - val_loss: 18776.3713 - val_mean_absolute_error: 103.3040 Epoch 4867/5000 148/148 [==============================] - 0s 34us/step - loss: 11497.5156 - mean_absolute_error: 62.8451 - val_loss: 18768.4048 - val_mean_absolute_error: 103.2755 Epoch 4868/5000 148/148 [==============================] - 0s 27us/step - loss: 11494.4785 - mean_absolute_error: 62.8375 - val_loss: 18760.4459 - val_mean_absolute_error: 103.2469 Epoch 4869/5000 148/148 [==============================] - 0s 27us/step - loss: 11491.4434 - mean_absolute_error: 62.8299 - val_loss: 18752.4929 - val_mean_absolute_error: 103.2184 Epoch 4870/5000 148/148 [==============================] - 0s 27us/step - loss: 11488.4102 - mean_absolute_error: 62.8223 - val_loss: 18744.5470 - val_mean_absolute_error: 103.1899 Epoch 4871/5000 148/148 [==============================] - 0s 20us/step - loss: 11485.3779 - mean_absolute_error: 62.8147 - val_loss: 18736.6116 - val_mean_absolute_error: 103.1614 Epoch 4872/5000 148/148 [==============================] - 0s 27us/step - loss: 11482.3477 - mean_absolute_error: 62.8071 - val_loss: 18728.6833 - val_mean_absolute_error: 103.1330 Epoch 4873/5000 148/148 [==============================] - 0s 34us/step - loss: 11479.3203 - mean_absolute_error: 62.7995 - val_loss: 18720.7607 - val_mean_absolute_error: 103.1045 Epoch 4874/5000 148/148 [==============================] - 0s 27us/step - loss: 11476.2949 - mean_absolute_error: 62.7918 - val_loss: 18712.8459 - val_mean_absolute_error: 103.0761 Epoch 4875/5000 148/148 [==============================] - 0s 27us/step - loss: 11473.2695 - mean_absolute_error: 62.7842 - val_loss: 18704.9231 - val_mean_absolute_error: 103.0476 Epoch 4876/5000 148/148 [==============================] - 0s 27us/step - loss: 11470.2471 - mean_absolute_error: 62.7766 - val_loss: 18697.0025 - val_mean_absolute_error: 103.0192 Epoch 4877/5000 148/148 [==============================] - 0s 20us/step - loss: 11467.2256 - mean_absolute_error: 62.7690 - val_loss: 18689.0834 - val_mean_absolute_error: 102.9908 Epoch 4878/5000 148/148 [==============================] - 0s 20us/step - loss: 11464.2061 - mean_absolute_error: 62.7614 - val_loss: 18681.1743 - val_mean_absolute_error: 102.9624 Epoch 4879/5000 148/148 [==============================] - 0s 34us/step - loss: 11461.1895 - mean_absolute_error: 62.7538 - val_loss: 18673.2726 - val_mean_absolute_error: 102.9340 Epoch 4880/5000 148/148 [==============================] - 0s 34us/step - loss: 11458.1729 - mean_absolute_error: 62.7462 - val_loss: 18665.3766 - val_mean_absolute_error: 102.9056 Epoch 4881/5000 148/148 [==============================] - 0s 27us/step - loss: 11455.1582 - mean_absolute_error: 62.7386 - val_loss: 18657.4883 - val_mean_absolute_error: 102.8772 Epoch 4882/5000 148/148 [==============================] - 0s 34us/step - loss: 11452.1494 - mean_absolute_error: 62.7310 - val_loss: 18649.6058 - val_mean_absolute_error: 102.8488 Epoch 4883/5000 148/148 [==============================] - 0s 27us/step - loss: 11449.1436 - mean_absolute_error: 62.7235 - val_loss: 18641.7276 - val_mean_absolute_error: 102.8205 Epoch 4884/5000 148/148 [==============================] - 0s 27us/step - loss: 11446.1406 - mean_absolute_error: 62.7160 - val_loss: 18633.8532 - val_mean_absolute_error: 102.7921 Epoch 4885/5000 148/148 [==============================] - 0s 34us/step - loss: 11443.1387 - mean_absolute_error: 62.7084 - val_loss: 18625.9846 - val_mean_absolute_error: 102.7638 Epoch 4886/5000 148/148 [==============================] - 0s 41us/step - loss: 11440.1396 - mean_absolute_error: 62.7009 - val_loss: 18618.1241 - val_mean_absolute_error: 102.7354 Epoch 4887/5000 148/148 [==============================] - 0s 27us/step - loss: 11437.1162 - mean_absolute_error: 62.6933 - val_loss: 18610.2557 - val_mean_absolute_error: 102.7070 Epoch 4888/5000 148/148 [==============================] - 0s 34us/step - loss: 11434.0879 - mean_absolute_error: 62.6856 - val_loss: 18602.3816 - val_mean_absolute_error: 102.6786 Epoch 4889/5000 148/148 [==============================] - 0s 20us/step - loss: 11431.0537 - mean_absolute_error: 62.6779 - val_loss: 18594.4999 - val_mean_absolute_error: 102.6501 Epoch 4890/5000 148/148 [==============================] - 0s 27us/step - loss: 11428.0205 - mean_absolute_error: 62.6702 - val_loss: 18586.6182 - val_mean_absolute_error: 102.6215 Epoch 4891/5000 148/148 [==============================] - 0s 27us/step - loss: 11424.9658 - mean_absolute_error: 62.6625 - val_loss: 18578.6730 - val_mean_absolute_error: 102.5926 Epoch 4892/5000 148/148 [==============================] - 0s 27us/step - loss: 11421.8887 - mean_absolute_error: 62.6548 - val_loss: 18570.6684 - val_mean_absolute_error: 102.5633 Epoch 4893/5000 148/148 [==============================] - 0s 27us/step - loss: 11418.7891 - mean_absolute_error: 62.6472 - val_loss: 18562.6133 - val_mean_absolute_error: 102.5337 Epoch 4894/5000 148/148 [==============================] - 0s 34us/step - loss: 11415.6758 - mean_absolute_error: 62.6396 - val_loss: 18554.5119 - val_mean_absolute_error: 102.5038 Epoch 4895/5000 148/148 [==============================] - 0s 20us/step - loss: 11412.5469 - mean_absolute_error: 62.6321 - val_loss: 18546.3720 - val_mean_absolute_error: 102.4736 Epoch 4896/5000 148/148 [==============================] - 0s 27us/step - loss: 11409.4053 - mean_absolute_error: 62.6246 - val_loss: 18538.1996 - val_mean_absolute_error: 102.4432 Epoch 4897/5000 148/148 [==============================] - 0s 27us/step - loss: 11406.2520 - mean_absolute_error: 62.6171 - val_loss: 18529.9963 - val_mean_absolute_error: 102.4126 Epoch 4898/5000 148/148 [==============================] - 0s 20us/step - loss: 11403.0889 - mean_absolute_error: 62.6096 - val_loss: 18521.7620 - val_mean_absolute_error: 102.3818 Epoch 4899/5000 148/148 [==============================] - 0s 34us/step - loss: 11399.9160 - mean_absolute_error: 62.6022 - val_loss: 18513.5103 - val_mean_absolute_error: 102.3509 Epoch 4900/5000 148/148 [==============================] - 0s 34us/step - loss: 11396.7354 - mean_absolute_error: 62.5948 - val_loss: 18505.2374 - val_mean_absolute_error: 102.3198 Epoch 4901/5000 148/148 [==============================] - 0s 27us/step - loss: 11393.5498 - mean_absolute_error: 62.5874 - val_loss: 18496.9472 - val_mean_absolute_error: 102.2886 Epoch 4902/5000 148/148 [==============================] - 0s 20us/step - loss: 11390.3584 - mean_absolute_error: 62.5801 - val_loss: 18488.6431 - val_mean_absolute_error: 102.2573 Epoch 4903/5000 148/148 [==============================] - 0s 27us/step - loss: 11387.1611 - mean_absolute_error: 62.5727 - val_loss: 18480.3288 - val_mean_absolute_error: 102.2259 Epoch 4904/5000 148/148 [==============================] - 0s 27us/step - loss: 11383.9629 - mean_absolute_error: 62.5655 - val_loss: 18472.0034 - val_mean_absolute_error: 102.1944 Epoch 4905/5000 148/148 [==============================] - 0s 27us/step - loss: 11380.7656 - mean_absolute_error: 62.5583 - val_loss: 18463.6770 - val_mean_absolute_error: 102.1628 Epoch 4906/5000 148/148 [==============================] - 0s 27us/step - loss: 11377.5674 - mean_absolute_error: 62.5511 - val_loss: 18455.3383 - val_mean_absolute_error: 102.1312 Epoch 4907/5000 148/148 [==============================] - 0s 27us/step - loss: 11374.3652 - mean_absolute_error: 62.5439 - val_loss: 18446.9501 - val_mean_absolute_error: 102.0995 Epoch 4908/5000 148/148 [==============================] - 0s 27us/step - loss: 11371.1611 - mean_absolute_error: 62.5368 - val_loss: 18438.5433 - val_mean_absolute_error: 102.0676 Epoch 4909/5000 148/148 [==============================] - 0s 27us/step - loss: 11367.9590 - mean_absolute_error: 62.5296 - val_loss: 18430.1390 - val_mean_absolute_error: 102.0358 Epoch 4910/5000 148/148 [==============================] - 0s 20us/step - loss: 11364.7539 - mean_absolute_error: 62.5225 - val_loss: 18421.7317 - val_mean_absolute_error: 102.0039 Epoch 4911/5000 148/148 [==============================] - 0s 27us/step - loss: 11361.5498 - mean_absolute_error: 62.5153 - val_loss: 18413.3275 - val_mean_absolute_error: 101.9720 Epoch 4912/5000 148/148 [==============================] - 0s 27us/step - loss: 11358.3418 - mean_absolute_error: 62.5081 - val_loss: 18404.9065 - val_mean_absolute_error: 101.9400 Epoch 4913/5000 148/148 [==============================] - 0s 27us/step - loss: 11355.1143 - mean_absolute_error: 62.5009 - val_loss: 18396.4711 - val_mean_absolute_error: 101.9079 Epoch 4914/5000 148/148 [==============================] - 0s 27us/step - loss: 11351.8809 - mean_absolute_error: 62.4936 - val_loss: 18388.0194 - val_mean_absolute_error: 101.8757 Epoch 4915/5000 148/148 [==============================] - 0s 34us/step - loss: 11348.6416 - mean_absolute_error: 62.4863 - val_loss: 18379.5630 - val_mean_absolute_error: 101.8435 Epoch 4916/5000 148/148 [==============================] - 0s 27us/step - loss: 11345.3965 - mean_absolute_error: 62.4790 - val_loss: 18371.0958 - val_mean_absolute_error: 101.8112 Epoch 4917/5000 148/148 [==============================] - 0s 34us/step - loss: 11342.1484 - mean_absolute_error: 62.4716 - val_loss: 18362.6247 - val_mean_absolute_error: 101.7788 Epoch 4918/5000 148/148 [==============================] - 0s 27us/step - loss: 11338.8955 - mean_absolute_error: 62.4642 - val_loss: 18354.1455 - val_mean_absolute_error: 101.7464 Epoch 4919/5000 148/148 [==============================] - 0s 27us/step - loss: 11335.6387 - mean_absolute_error: 62.4567 - val_loss: 18345.6691 - val_mean_absolute_error: 101.7140 Epoch 4920/5000 148/148 [==============================] - 0s 34us/step - loss: 11332.3809 - mean_absolute_error: 62.4493 - val_loss: 18337.1899 - val_mean_absolute_error: 101.6816 Epoch 4921/5000 148/148 [==============================] - 0s 27us/step - loss: 11329.1211 - mean_absolute_error: 62.4418 - val_loss: 18328.7074 - val_mean_absolute_error: 101.6491 Epoch 4922/5000 148/148 [==============================] - 0s 27us/step - loss: 11325.8594 - mean_absolute_error: 62.4342 - val_loss: 18320.2266 - val_mean_absolute_error: 101.6166 Epoch 4923/5000 148/148 [==============================] - 0s 27us/step - loss: 11322.5967 - mean_absolute_error: 62.4267 - val_loss: 18311.7468 - val_mean_absolute_error: 101.5841 Epoch 4924/5000 148/148 [==============================] - 0s 27us/step - loss: 11319.3359 - mean_absolute_error: 62.4192 - val_loss: 18303.2706 - val_mean_absolute_error: 101.5516 Epoch 4925/5000 148/148 [==============================] - 0s 27us/step - loss: 11316.0723 - mean_absolute_error: 62.4116 - val_loss: 18294.7962 - val_mean_absolute_error: 101.5191 Epoch 4926/5000 148/148 [==============================] - 0s 34us/step - loss: 11312.8096 - mean_absolute_error: 62.4040 - val_loss: 18286.3281 - val_mean_absolute_error: 101.4866 Epoch 4927/5000 148/148 [==============================] - 0s 27us/step - loss: 11309.5479 - mean_absolute_error: 62.3964 - val_loss: 18277.8640 - val_mean_absolute_error: 101.4541 Epoch 4928/5000 148/148 [==============================] - 0s 27us/step - loss: 11306.2852 - mean_absolute_error: 62.3888 - val_loss: 18269.4001 - val_mean_absolute_error: 101.4216 Epoch 4929/5000 148/148 [==============================] - 0s 27us/step - loss: 11303.0254 - mean_absolute_error: 62.3811 - val_loss: 18260.9468 - val_mean_absolute_error: 101.3891 Epoch 4930/5000 148/148 [==============================] - 0s 20us/step - loss: 11299.7666 - mean_absolute_error: 62.3735 - val_loss: 18252.4966 - val_mean_absolute_error: 101.3567 Epoch 4931/5000 148/148 [==============================] - 0s 27us/step - loss: 11296.5078 - mean_absolute_error: 62.3659 - val_loss: 18244.0553 - val_mean_absolute_error: 101.3242 Epoch 4932/5000 148/148 [==============================] - 0s 27us/step - loss: 11293.2510 - mean_absolute_error: 62.3582 - val_loss: 18235.6167 - val_mean_absolute_error: 101.2918 Epoch 4933/5000 148/148 [==============================] - 0s 27us/step - loss: 11289.9941 - mean_absolute_error: 62.3505 - val_loss: 18227.1872 - val_mean_absolute_error: 101.2594 Epoch 4934/5000 148/148 [==============================] - 0s 27us/step - loss: 11286.7412 - mean_absolute_error: 62.3428 - val_loss: 18218.7644 - val_mean_absolute_error: 101.2270 Epoch 4935/5000 148/148 [==============================] - 0s 20us/step - loss: 11283.4883 - mean_absolute_error: 62.3350 - val_loss: 18210.3484 - val_mean_absolute_error: 101.1946 Epoch 4936/5000 148/148 [==============================] - 0s 27us/step - loss: 11280.2344 - mean_absolute_error: 62.3272 - val_loss: 18201.9400 - val_mean_absolute_error: 101.1623 Epoch 4937/5000 148/148 [==============================] - 0s 27us/step - loss: 11276.9844 - mean_absolute_error: 62.3194 - val_loss: 18193.5375 - val_mean_absolute_error: 101.1299 Epoch 4938/5000 148/148 [==============================] - 0s 27us/step - loss: 11273.7373 - mean_absolute_error: 62.3116 - val_loss: 18185.1465 - val_mean_absolute_error: 101.0977 Epoch 4939/5000 148/148 [==============================] - 0s 27us/step - loss: 11270.4922 - mean_absolute_error: 62.3037 - val_loss: 18176.7584 - val_mean_absolute_error: 101.0654 Epoch 4940/5000 148/148 [==============================] - 0s 34us/step - loss: 11267.2471 - mean_absolute_error: 62.2959 - val_loss: 18168.3823 - val_mean_absolute_error: 101.0331 Epoch 4941/5000 148/148 [==============================] - 0s 27us/step - loss: 11264.0049 - mean_absolute_error: 62.2880 - val_loss: 18160.0144 - val_mean_absolute_error: 101.0009 Epoch 4942/5000 148/148 [==============================] - 0s 27us/step - loss: 11260.7656 - mean_absolute_error: 62.2801 - val_loss: 18151.6509 - val_mean_absolute_error: 100.9687 Epoch 4943/5000 148/148 [==============================] - 0s 27us/step - loss: 11257.5273 - mean_absolute_error: 62.2723 - val_loss: 18143.2968 - val_mean_absolute_error: 100.9365 Epoch 4944/5000 148/148 [==============================] - 0s 27us/step - loss: 11254.2891 - mean_absolute_error: 62.2644 - val_loss: 18134.9519 - val_mean_absolute_error: 100.9043 Epoch 4945/5000 148/148 [==============================] - 0s 27us/step - loss: 11251.0400 - mean_absolute_error: 62.2565 - val_loss: 18126.6114 - val_mean_absolute_error: 100.8721 Epoch 4946/5000 148/148 [==============================] - 0s 27us/step - loss: 11247.7939 - mean_absolute_error: 62.2486 - val_loss: 18118.2796 - val_mean_absolute_error: 100.8400 Epoch 4947/5000 148/148 [==============================] - 0s 27us/step - loss: 11244.5488 - mean_absolute_error: 62.2408 - val_loss: 18109.9547 - val_mean_absolute_error: 100.8078 Epoch 4948/5000 148/148 [==============================] - 0s 41us/step - loss: 11241.3027 - mean_absolute_error: 62.2329 - val_loss: 18101.6398 - val_mean_absolute_error: 100.7756 Epoch 4949/5000 148/148 [==============================] - 0s 34us/step - loss: 11238.0566 - mean_absolute_error: 62.2251 - val_loss: 18093.3354 - val_mean_absolute_error: 100.7434 Epoch 4950/5000 148/148 [==============================] - 0s 27us/step - loss: 11234.8096 - mean_absolute_error: 62.2171 - val_loss: 18085.0364 - val_mean_absolute_error: 100.7113 Epoch 4951/5000 148/148 [==============================] - 0s 27us/step - loss: 11231.5605 - mean_absolute_error: 62.2091 - val_loss: 18076.7440 - val_mean_absolute_error: 100.6791 Epoch 4952/5000 148/148 [==============================] - 0s 20us/step - loss: 11228.3125 - mean_absolute_error: 62.2011 - val_loss: 18068.4607 - val_mean_absolute_error: 100.6469 Epoch 4953/5000 148/148 [==============================] - 0s 27us/step - loss: 11225.0645 - mean_absolute_error: 62.1930 - val_loss: 18060.1847 - val_mean_absolute_error: 100.6148 Epoch 4954/5000 148/148 [==============================] - 0s 27us/step - loss: 11221.8174 - mean_absolute_error: 62.1850 - val_loss: 18051.9174 - val_mean_absolute_error: 100.5827 Epoch 4955/5000 148/148 [==============================] - 0s 27us/step - loss: 11218.5723 - mean_absolute_error: 62.1769 - val_loss: 18043.6575 - val_mean_absolute_error: 100.5506 Epoch 4956/5000 148/148 [==============================] - 0s 34us/step - loss: 11215.3262 - mean_absolute_error: 62.1689 - val_loss: 18035.4070 - val_mean_absolute_error: 100.5185 Epoch 4957/5000 148/148 [==============================] - 0s 27us/step - loss: 11212.0840 - mean_absolute_error: 62.1608 - val_loss: 18027.1639 - val_mean_absolute_error: 100.4864 Epoch 4958/5000 148/148 [==============================] - 0s 27us/step - loss: 11208.8418 - mean_absolute_error: 62.1527 - val_loss: 18018.9321 - val_mean_absolute_error: 100.4544 Epoch 4959/5000 148/148 [==============================] - 0s 27us/step - loss: 11205.6035 - mean_absolute_error: 62.1446 - val_loss: 18010.7065 - val_mean_absolute_error: 100.4223 Epoch 4960/5000 148/148 [==============================] - 0s 27us/step - loss: 11202.3652 - mean_absolute_error: 62.1365 - val_loss: 18002.4901 - val_mean_absolute_error: 100.3904 Epoch 4961/5000 148/148 [==============================] - 0s 20us/step - loss: 11199.1289 - mean_absolute_error: 62.1284 - val_loss: 17994.2860 - val_mean_absolute_error: 100.3584 Epoch 4962/5000 148/148 [==============================] - 0s 27us/step - loss: 11195.8965 - mean_absolute_error: 62.1203 - val_loss: 17986.0892 - val_mean_absolute_error: 100.3264 Epoch 4963/5000 148/148 [==============================] - 0s 34us/step - loss: 11192.6650 - mean_absolute_error: 62.1122 - val_loss: 17977.8987 - val_mean_absolute_error: 100.2945 Epoch 4964/5000 148/148 [==============================] - 0s 47us/step - loss: 11189.4346 - mean_absolute_error: 62.1041 - val_loss: 17969.7215 - val_mean_absolute_error: 100.2626 Epoch 4965/5000 148/148 [==============================] - 0s 34us/step - loss: 11186.2080 - mean_absolute_error: 62.0960 - val_loss: 17961.5521 - val_mean_absolute_error: 100.2308 Epoch 4966/5000 148/148 [==============================] - 0s 27us/step - loss: 11182.9824 - mean_absolute_error: 62.0879 - val_loss: 17953.3916 - val_mean_absolute_error: 100.1990 Epoch 4967/5000 148/148 [==============================] - 0s 27us/step - loss: 11179.7598 - mean_absolute_error: 62.0797 - val_loss: 17945.2417 - val_mean_absolute_error: 100.1672 Epoch 4968/5000 148/148 [==============================] - 0s 27us/step - loss: 11176.5400 - mean_absolute_error: 62.0716 - val_loss: 17937.1005 - val_mean_absolute_error: 100.1354 Epoch 4969/5000 148/148 [==============================] - 0s 20us/step - loss: 11173.3232 - mean_absolute_error: 62.0635 - val_loss: 17928.9662 - val_mean_absolute_error: 100.1037 Epoch 4970/5000 148/148 [==============================] - 0s 34us/step - loss: 11170.1084 - mean_absolute_error: 62.0553 - val_loss: 17920.8472 - val_mean_absolute_error: 100.0720 Epoch 4971/5000 148/148 [==============================] - 0s 34us/step - loss: 11166.8945 - mean_absolute_error: 62.0472 - val_loss: 17912.7369 - val_mean_absolute_error: 100.0403 Epoch 4972/5000 148/148 [==============================] - 0s 27us/step - loss: 11163.6846 - mean_absolute_error: 62.0391 - val_loss: 17904.6315 - val_mean_absolute_error: 100.0086 Epoch 4973/5000 148/148 [==============================] - 0s 20us/step - loss: 11160.4785 - mean_absolute_error: 62.0309 - val_loss: 17896.5396 - val_mean_absolute_error: 99.9770 Epoch 4974/5000 148/148 [==============================] - 0s 20us/step - loss: 11157.2734 - mean_absolute_error: 62.0228 - val_loss: 17888.4525 - val_mean_absolute_error: 99.9455 Epoch 4975/5000 148/148 [==============================] - 0s 27us/step - loss: 11154.0713 - mean_absolute_error: 62.0146 - val_loss: 17880.3765 - val_mean_absolute_error: 99.9139 Epoch 4976/5000 148/148 [==============================] - 0s 20us/step - loss: 11150.8721 - mean_absolute_error: 62.0064 - val_loss: 17872.3125 - val_mean_absolute_error: 99.8824 Epoch 4977/5000 148/148 [==============================] - 0s 27us/step - loss: 11147.6738 - mean_absolute_error: 61.9983 - val_loss: 17864.2547 - val_mean_absolute_error: 99.8509 Epoch 4978/5000 148/148 [==============================] - 0s 41us/step - loss: 11144.4785 - mean_absolute_error: 61.9901 - val_loss: 17856.2078 - val_mean_absolute_error: 99.8195 Epoch 4979/5000 148/148 [==============================] - 0s 34us/step - loss: 11141.2881 - mean_absolute_error: 61.9819 - val_loss: 17848.1711 - val_mean_absolute_error: 99.7881 Epoch 4980/5000 148/148 [==============================] - 0s 20us/step - loss: 11138.0986 - mean_absolute_error: 61.9742 - val_loss: 17840.1422 - val_mean_absolute_error: 99.7567 Epoch 4981/5000 148/148 [==============================] - 0s 34us/step - loss: 11134.9102 - mean_absolute_error: 61.9665 - val_loss: 17832.1211 - val_mean_absolute_error: 99.7254 Epoch 4982/5000 148/148 [==============================] - 0s 27us/step - loss: 11131.7285 - mean_absolute_error: 61.9588 - val_loss: 17824.1136 - val_mean_absolute_error: 99.6941 Epoch 4983/5000 148/148 [==============================] - 0s 27us/step - loss: 11128.5459 - mean_absolute_error: 61.9511 - val_loss: 17816.1104 - val_mean_absolute_error: 99.6628 Epoch 4984/5000 148/148 [==============================] - 0s 34us/step - loss: 11125.3672 - mean_absolute_error: 61.9433 - val_loss: 17808.1231 - val_mean_absolute_error: 99.6316 Epoch 4985/5000 148/148 [==============================] - 0s 34us/step - loss: 11122.1914 - mean_absolute_error: 61.9356 - val_loss: 17800.1402 - val_mean_absolute_error: 99.6003 Epoch 4986/5000 148/148 [==============================] - 0s 27us/step - loss: 11119.0186 - mean_absolute_error: 61.9279 - val_loss: 17792.1693 - val_mean_absolute_error: 99.5692 Epoch 4987/5000 148/148 [==============================] - 0s 27us/step - loss: 11115.8467 - mean_absolute_error: 61.9202 - val_loss: 17784.2066 - val_mean_absolute_error: 99.5380 Epoch 4988/5000 148/148 [==============================] - 0s 34us/step - loss: 11112.6797 - mean_absolute_error: 61.9124 - val_loss: 17776.2516 - val_mean_absolute_error: 99.5069 Epoch 4989/5000 148/148 [==============================] - 0s 27us/step - loss: 11109.5137 - mean_absolute_error: 61.9047 - val_loss: 17768.3067 - val_mean_absolute_error: 99.4758 Epoch 4990/5000 148/148 [==============================] - 0s 20us/step - loss: 11106.3506 - mean_absolute_error: 61.8969 - val_loss: 17760.3724 - val_mean_absolute_error: 99.4448 Epoch 4991/5000 148/148 [==============================] - 0s 34us/step - loss: 11103.1904 - mean_absolute_error: 61.8892 - val_loss: 17752.4444 - val_mean_absolute_error: 99.4138 Epoch 4992/5000 148/148 [==============================] - 0s 27us/step - loss: 11100.0068 - mean_absolute_error: 61.8813 - val_loss: 17744.5300 - val_mean_absolute_error: 99.3828 Epoch 4993/5000 148/148 [==============================] - 0s 34us/step - loss: 11096.8174 - mean_absolute_error: 61.8735 - val_loss: 17736.6308 - val_mean_absolute_error: 99.3518 Epoch 4994/5000 148/148 [==============================] - 0s 34us/step - loss: 11093.6260 - mean_absolute_error: 61.8657 - val_loss: 17728.7393 - val_mean_absolute_error: 99.3208 Epoch 4995/5000 148/148 [==============================] - 0s 41us/step - loss: 11090.4316 - mean_absolute_error: 61.8578 - val_loss: 17720.8577 - val_mean_absolute_error: 99.2899 Epoch 4996/5000 148/148 [==============================] - 0s 41us/step - loss: 11087.2344 - mean_absolute_error: 61.8500 - val_loss: 17712.9911 - val_mean_absolute_error: 99.2590 Epoch 4997/5000 148/148 [==============================] - 0s 27us/step - loss: 11084.0381 - mean_absolute_error: 61.8421 - val_loss: 17705.1342 - val_mean_absolute_error: 99.2281 Epoch 4998/5000 148/148 [==============================] - 0s 27us/step - loss: 11080.8408 - mean_absolute_error: 61.8343 - val_loss: 17697.2894 - val_mean_absolute_error: 99.1973 Epoch 4999/5000 148/148 [==============================] - 0s 41us/step - loss: 11077.6426 - mean_absolute_error: 61.8264 - val_loss: 17689.4527 - val_mean_absolute_error: 99.1664 Epoch 5000/5000 148/148 [==============================] - 0s 27us/step - loss: 11074.4453 - mean_absolute_error: 61.8186 - val_loss: 17681.6310 - val_mean_absolute_error: 99.1356
<keras.callbacks.History at 0x2073fc1eda0>
model2 = Sequential()
model2.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model2.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model2.add(Dense(1))
model2.compile(optimizer='adam', loss='mse', metrics=['mae'])
model2.fit(standardized_X,
y_train,
batch_size=148,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 0s 3ms/step - loss: 96135.2500 - mean_absolute_error: 266.5132 - val_loss: 160498.7215 - val_mean_absolute_error: 379.0946 Epoch 2/5000 148/148 [==============================] - 0s 20us/step - loss: 96122.6172 - mean_absolute_error: 266.4914 - val_loss: 160473.9985 - val_mean_absolute_error: 379.0642 Epoch 3/5000 148/148 [==============================] - 0s 20us/step - loss: 96105.5781 - mean_absolute_error: 266.4619 - val_loss: 160451.4754 - val_mean_absolute_error: 379.0365 Epoch 4/5000 148/148 [==============================] - 0s 27us/step - loss: 96089.9531 - mean_absolute_error: 266.4350 - val_loss: 160426.6154 - val_mean_absolute_error: 379.0059 Epoch 5/5000 148/148 [==============================] - 0s 20us/step - loss: 96072.6094 - mean_absolute_error: 266.4050 - val_loss: 160402.6721 - val_mean_absolute_error: 378.9765 Epoch 6/5000 148/148 [==============================] - 0s 27us/step - loss: 96055.8828 - mean_absolute_error: 266.3761 - val_loss: 160378.2721 - val_mean_absolute_error: 378.9464 Epoch 7/5000 148/148 [==============================] - 0s 27us/step - loss: 96038.9219 - mean_absolute_error: 266.3467 - val_loss: 160353.5417 - val_mean_absolute_error: 378.9160 Epoch 8/5000 148/148 [==============================] - 0s 27us/step - loss: 96021.7109 - mean_absolute_error: 266.3167 - val_loss: 160328.5758 - val_mean_absolute_error: 378.8853 Epoch 9/5000 148/148 [==============================] - 0s 34us/step - loss: 96004.3594 - mean_absolute_error: 266.2865 - val_loss: 160302.8529 - val_mean_absolute_error: 378.8536 Epoch 10/5000 148/148 [==============================] - 0s 27us/step - loss: 95986.7188 - mean_absolute_error: 266.2558 - val_loss: 160277.0623 - val_mean_absolute_error: 378.8218 Epoch 11/5000 148/148 [==============================] - 0s 27us/step - loss: 95969.1484 - mean_absolute_error: 266.2251 - val_loss: 160250.9754 - val_mean_absolute_error: 378.7896 Epoch 12/5000 148/148 [==============================] - 0s 34us/step - loss: 95951.4453 - mean_absolute_error: 266.1942 - val_loss: 160224.7467 - val_mean_absolute_error: 378.7576 Epoch 13/5000 148/148 [==============================] - 0s 20us/step - loss: 95933.7500 - mean_absolute_error: 266.1633 - val_loss: 160198.3362 - val_mean_absolute_error: 378.7254 Epoch 14/5000 148/148 [==============================] - 0s 27us/step - loss: 95916.0078 - mean_absolute_error: 266.1324 - val_loss: 160171.6142 - val_mean_absolute_error: 378.6928 Epoch 15/5000 148/148 [==============================] - 0s 34us/step - loss: 95898.1016 - mean_absolute_error: 266.1011 - val_loss: 160144.9246 - val_mean_absolute_error: 378.6602 Epoch 16/5000 148/148 [==============================] - 0s 27us/step - loss: 95880.2578 - mean_absolute_error: 266.0698 - val_loss: 160118.1092 - val_mean_absolute_error: 378.6276 Epoch 17/5000 148/148 [==============================] - 0s 27us/step - loss: 95862.3750 - mean_absolute_error: 266.0385 - val_loss: 160091.1537 - val_mean_absolute_error: 378.5947 Epoch 18/5000 148/148 [==============================] - 0s 41us/step - loss: 95844.4688 - mean_absolute_error: 266.0070 - val_loss: 160063.7435 - val_mean_absolute_error: 378.5613 Epoch 19/5000 148/148 [==============================] - 0s 20us/step - loss: 95826.3516 - mean_absolute_error: 265.9751 - val_loss: 160036.3840 - val_mean_absolute_error: 378.5280 Epoch 20/5000 148/148 [==============================] - 0s 27us/step - loss: 95808.3203 - mean_absolute_error: 265.9432 - val_loss: 160008.7608 - val_mean_absolute_error: 378.4943 Epoch 21/5000 148/148 [==============================] - 0s 27us/step - loss: 95790.1719 - mean_absolute_error: 265.9111 - val_loss: 159980.8592 - val_mean_absolute_error: 378.4604 Epoch 22/5000 148/148 [==============================] - 0s 27us/step - loss: 95771.9688 - mean_absolute_error: 265.8788 - val_loss: 159952.5171 - val_mean_absolute_error: 378.4259 Epoch 23/5000 148/148 [==============================] - 0s 27us/step - loss: 95753.4297 - mean_absolute_error: 265.8459 - val_loss: 159924.2425 - val_mean_absolute_error: 378.3914 Epoch 24/5000 148/148 [==============================] - 0s 41us/step - loss: 95735.0078 - mean_absolute_error: 265.8133 - val_loss: 159895.5279 - val_mean_absolute_error: 378.3563 Epoch 25/5000 148/148 [==============================] - 0s 20us/step - loss: 95716.2812 - mean_absolute_error: 265.7800 - val_loss: 159866.9117 - val_mean_absolute_error: 378.3214 Epoch 26/5000 148/148 [==============================] - 0s 27us/step - loss: 95697.6875 - mean_absolute_error: 265.7469 - val_loss: 159838.1850 - val_mean_absolute_error: 378.2863 Epoch 27/5000 148/148 [==============================] - 0s 27us/step - loss: 95679.0234 - mean_absolute_error: 265.7137 - val_loss: 159809.0742 - val_mean_absolute_error: 378.2507 Epoch 28/5000 148/148 [==============================] - 0s 27us/step - loss: 95660.0156 - mean_absolute_error: 265.6799 - val_loss: 159780.3079 - val_mean_absolute_error: 378.2155 Epoch 29/5000 148/148 [==============================] - 0s 34us/step - loss: 95641.1172 - mean_absolute_error: 265.6463 - val_loss: 159751.4342 - val_mean_absolute_error: 378.1802 Epoch 30/5000 148/148 [==============================] - 0s 27us/step - loss: 95622.0781 - mean_absolute_error: 265.6123 - val_loss: 159722.5429 - val_mean_absolute_error: 378.1448 Epoch 31/5000 148/148 [==============================] - 0s 34us/step - loss: 95602.8984 - mean_absolute_error: 265.5781 - val_loss: 159693.4646 - val_mean_absolute_error: 378.1092 Epoch 32/5000 148/148 [==============================] - 0s 27us/step - loss: 95583.4688 - mean_absolute_error: 265.5434 - val_loss: 159664.1913 - val_mean_absolute_error: 378.0732 Epoch 33/5000 148/148 [==============================] - 0s 27us/step - loss: 95563.8906 - mean_absolute_error: 265.5084 - val_loss: 159634.8327 - val_mean_absolute_error: 378.0372 Epoch 34/5000 148/148 [==============================] - 0s 20us/step - loss: 95544.1875 - mean_absolute_error: 265.4729 - val_loss: 159605.2650 - val_mean_absolute_error: 378.0009 Epoch 35/5000 148/148 [==============================] - 0s 34us/step - loss: 95524.3750 - mean_absolute_error: 265.4370 - val_loss: 159575.4894 - val_mean_absolute_error: 377.9644 Epoch 36/5000 148/148 [==============================] - 0s 34us/step - loss: 95504.4922 - mean_absolute_error: 265.4008 - val_loss: 159545.4767 - val_mean_absolute_error: 377.9276 Epoch 37/5000 148/148 [==============================] - 0s 34us/step - loss: 95484.4609 - mean_absolute_error: 265.3643 - val_loss: 159515.2890 - val_mean_absolute_error: 377.8905 Epoch 38/5000 148/148 [==============================] - 0s 47us/step - loss: 95464.2578 - mean_absolute_error: 265.3275 - val_loss: 159484.8033 - val_mean_absolute_error: 377.8530 Epoch 39/5000 148/148 [==============================] - 0s 27us/step - loss: 95444.0156 - mean_absolute_error: 265.2905 - val_loss: 159454.1896 - val_mean_absolute_error: 377.8154 Epoch 40/5000 148/148 [==============================] - 0s 34us/step - loss: 95423.6016 - mean_absolute_error: 265.2531 - val_loss: 159423.3550 - val_mean_absolute_error: 377.7774 Epoch 41/5000 148/148 [==============================] - 0s 47us/step - loss: 95403.0000 - mean_absolute_error: 265.2153 - val_loss: 159392.1925 - val_mean_absolute_error: 377.7390 Epoch 42/5000 148/148 [==============================] - 0s 27us/step - loss: 95382.1250 - mean_absolute_error: 265.1771 - val_loss: 159360.8100 - val_mean_absolute_error: 377.7003 Epoch 43/5000 148/148 [==============================] - 0s 34us/step - loss: 95361.0312 - mean_absolute_error: 265.1383 - val_loss: 159329.1462 - val_mean_absolute_error: 377.6612 Epoch 44/5000 148/148 [==============================] - 0s 41us/step - loss: 95339.7578 - mean_absolute_error: 265.0993 - val_loss: 159297.1419 - val_mean_absolute_error: 377.6217 Epoch 45/5000 148/148 [==============================] - 0s 41us/step - loss: 95318.1641 - mean_absolute_error: 265.0599 - val_loss: 159264.6894 - val_mean_absolute_error: 377.5817 Epoch 46/5000 148/148 [==============================] - 0s 47us/step - loss: 95296.2188 - mean_absolute_error: 265.0198 - val_loss: 159231.9579 - val_mean_absolute_error: 377.5412 Epoch 47/5000 148/148 [==============================] - 0s 41us/step - loss: 95274.0781 - mean_absolute_error: 264.9794 - val_loss: 159198.9175 - val_mean_absolute_error: 377.5002 Epoch 48/5000 148/148 [==============================] - 0s 47us/step - loss: 95251.7109 - mean_absolute_error: 264.9386 - val_loss: 159165.4681 - val_mean_absolute_error: 377.4588 Epoch 49/5000 148/148 [==============================] - 0s 20us/step - loss: 95229.0547 - mean_absolute_error: 264.8973 - val_loss: 159131.7013 - val_mean_absolute_error: 377.4171 Epoch 50/5000 148/148 [==============================] - 0s 27us/step - loss: 95206.1797 - mean_absolute_error: 264.8557 - val_loss: 159097.5596 - val_mean_absolute_error: 377.3747 Epoch 51/5000 148/148 [==============================] - 0s 47us/step - loss: 95183.0703 - mean_absolute_error: 264.8138 - val_loss: 159063.0567 - val_mean_absolute_error: 377.3318 Epoch 52/5000 148/148 [==============================] - 0s 34us/step - loss: 95159.7266 - mean_absolute_error: 264.7714 - val_loss: 159028.2071 - val_mean_absolute_error: 377.2887 Epoch 53/5000 148/148 [==============================] - 0s 41us/step - loss: 95136.1719 - mean_absolute_error: 264.7288 - val_loss: 158993.0713 - val_mean_absolute_error: 377.2453 Epoch 54/5000 148/148 [==============================] - 0s 34us/step - loss: 95112.3750 - mean_absolute_error: 264.6858 - val_loss: 158957.6021 - val_mean_absolute_error: 377.2014 Epoch 55/5000 148/148 [==============================] - 0s 27us/step - loss: 95088.3906 - mean_absolute_error: 264.6425 - val_loss: 158921.4183 - val_mean_absolute_error: 377.1565 Epoch 56/5000 148/148 [==============================] - 0s 27us/step - loss: 95063.9688 - mean_absolute_error: 264.5985 - val_loss: 158885.0896 - val_mean_absolute_error: 377.1116 Epoch 57/5000 148/148 [==============================] - 0s 34us/step - loss: 95039.3750 - mean_absolute_error: 264.5544 - val_loss: 158848.3192 - val_mean_absolute_error: 377.0660 Epoch 58/5000 148/148 [==============================] - 0s 27us/step - loss: 95014.5234 - mean_absolute_error: 264.5097 - val_loss: 158810.8529 - val_mean_absolute_error: 377.0196 Epoch 59/5000 148/148 [==============================] - 0s 34us/step - loss: 94989.0703 - mean_absolute_error: 264.4642 - val_loss: 158773.2246 - val_mean_absolute_error: 376.9729 Epoch 60/5000 148/148 [==============================] - 0s 34us/step - loss: 94963.1719 - mean_absolute_error: 264.4181 - val_loss: 158735.0429 - val_mean_absolute_error: 376.9256 Epoch 61/5000 148/148 [==============================] - 0s 34us/step - loss: 94936.7422 - mean_absolute_error: 264.3711 - val_loss: 158695.9329 - val_mean_absolute_error: 376.8772 Epoch 62/5000 148/148 [==============================] - 0s 20us/step - loss: 94909.7266 - mean_absolute_error: 264.3232 - val_loss: 158656.2075 - val_mean_absolute_error: 376.8279 Epoch 63/5000 148/148 [==============================] - 0s 27us/step - loss: 94882.4062 - mean_absolute_error: 264.2747 - val_loss: 158616.2258 - val_mean_absolute_error: 376.7783 Epoch 64/5000 148/148 [==============================] - 0s 47us/step - loss: 94854.9062 - mean_absolute_error: 264.2261 - val_loss: 158575.3767 - val_mean_absolute_error: 376.7276 Epoch 65/5000 148/148 [==============================] - 0s 27us/step - loss: 94826.8359 - mean_absolute_error: 264.1766 - val_loss: 158534.2698 - val_mean_absolute_error: 376.6766 Epoch 66/5000 148/148 [==============================] - 0s 27us/step - loss: 94798.5859 - mean_absolute_error: 264.1268 - val_loss: 158492.5921 - val_mean_absolute_error: 376.6249 Epoch 67/5000 148/148 [==============================] - 0s 34us/step - loss: 94769.9688 - mean_absolute_error: 264.0764 - val_loss: 158450.0308 - val_mean_absolute_error: 376.5721 Epoch 68/5000 148/148 [==============================] - 0s 34us/step - loss: 94740.7969 - mean_absolute_error: 264.0253 - val_loss: 158406.9467 - val_mean_absolute_error: 376.5187 Epoch 69/5000 148/148 [==============================] - 0s 41us/step - loss: 94711.2031 - mean_absolute_error: 263.9735 - val_loss: 158363.6338 - val_mean_absolute_error: 376.4651 Epoch 70/5000 148/148 [==============================] - 0s 34us/step - loss: 94681.4297 - mean_absolute_error: 263.9214 - val_loss: 158319.7362 - val_mean_absolute_error: 376.4107 Epoch 71/5000 148/148 [==============================] - 0s 27us/step - loss: 94651.2578 - mean_absolute_error: 263.8688 - val_loss: 158275.2058 - val_mean_absolute_error: 376.3556 Epoch 72/5000 148/148 [==============================] - 0s 27us/step - loss: 94620.7109 - mean_absolute_error: 263.8157 - val_loss: 158230.0427 - val_mean_absolute_error: 376.2998 Epoch 73/5000 148/148 [==============================] - 0s 27us/step - loss: 94589.8125 - mean_absolute_error: 263.7621 - val_loss: 158183.7338 - val_mean_absolute_error: 376.2426 Epoch 74/5000 148/148 [==============================] - 0s 34us/step - loss: 94558.1719 - mean_absolute_error: 263.7074 - val_loss: 158136.7613 - val_mean_absolute_error: 376.1846 Epoch 75/5000 148/148 [==============================] - 0s 34us/step - loss: 94526.0078 - mean_absolute_error: 263.6519 - val_loss: 158089.4531 - val_mean_absolute_error: 376.1261 Epoch 76/5000 148/148 [==============================] - 0s 41us/step - loss: 94493.4922 - mean_absolute_error: 263.5961 - val_loss: 158040.9546 - val_mean_absolute_error: 376.0663 Epoch 77/5000 148/148 [==============================] - 0s 34us/step - loss: 94460.2188 - mean_absolute_error: 263.5392 - val_loss: 157991.7819 - val_mean_absolute_error: 376.0056 Epoch 78/5000 148/148 [==============================] - 0s 34us/step - loss: 94426.5547 - mean_absolute_error: 263.4817 - val_loss: 157941.9748 - val_mean_absolute_error: 375.9443 Epoch 79/5000 148/148 [==============================] - 0s 27us/step - loss: 94392.3281 - mean_absolute_error: 263.4235 - val_loss: 157891.3804 - val_mean_absolute_error: 375.8819 Epoch 80/5000 148/148 [==============================] - 0s 47us/step - loss: 94357.5312 - mean_absolute_error: 263.3646 - val_loss: 157839.5892 - val_mean_absolute_error: 375.8182 Epoch 81/5000 148/148 [==============================] - 0s 27us/step - loss: 94322.1172 - mean_absolute_error: 263.3047 - val_loss: 157787.2392 - val_mean_absolute_error: 375.7537 Epoch 82/5000 148/148 [==============================] - 0s 47us/step - loss: 94286.4688 - mean_absolute_error: 263.2446 - val_loss: 157733.9446 - val_mean_absolute_error: 375.6881 Epoch 83/5000 148/148 [==============================] - 0s 34us/step - loss: 94250.3281 - mean_absolute_error: 263.1839 - val_loss: 157679.7404 - val_mean_absolute_error: 375.6215 Epoch 84/5000 148/148 [==============================] - 0s 34us/step - loss: 94213.6719 - mean_absolute_error: 263.1223 - val_loss: 157624.4458 - val_mean_absolute_error: 375.5536 Epoch 85/5000 148/148 [==============================] - 0s 27us/step - loss: 94176.2578 - mean_absolute_error: 263.0596 - val_loss: 157568.5292 - val_mean_absolute_error: 375.4848 Epoch 86/5000 148/148 [==============================] - 0s 27us/step - loss: 94138.3828 - mean_absolute_error: 262.9963 - val_loss: 157512.2265 - val_mean_absolute_error: 375.4156 Epoch 87/5000 148/148 [==============================] - 0s 27us/step - loss: 94100.2734 - mean_absolute_error: 262.9326 - val_loss: 157455.2563 - val_mean_absolute_error: 375.3454 Epoch 88/5000 148/148 [==============================] - 0s 41us/step - loss: 94061.6484 - mean_absolute_error: 262.8681 - val_loss: 157397.6029 - val_mean_absolute_error: 375.2744 Epoch 89/5000 148/148 [==============================] - 0s 34us/step - loss: 94022.4297 - mean_absolute_error: 262.8027 - val_loss: 157339.1596 - val_mean_absolute_error: 375.2025 Epoch 90/5000 148/148 [==============================] - 0s 27us/step - loss: 93982.5703 - mean_absolute_error: 262.7365 - val_loss: 157279.6942 - val_mean_absolute_error: 375.1292 Epoch 91/5000 148/148 [==============================] - 0s 41us/step - loss: 93941.9219 - mean_absolute_error: 262.6690 - val_loss: 157219.3146 - val_mean_absolute_error: 375.0549 Epoch 92/5000 148/148 [==============================] - 0s 27us/step - loss: 93900.5781 - mean_absolute_error: 262.6006 - val_loss: 157157.6938 - val_mean_absolute_error: 374.9791 Epoch 93/5000 148/148 [==============================] - 0s 34us/step - loss: 93858.5156 - mean_absolute_error: 262.5310 - val_loss: 157095.3946 - val_mean_absolute_error: 374.9025 Epoch 94/5000 148/148 [==============================] - 0s 34us/step - loss: 93815.8594 - mean_absolute_error: 262.4607 - val_loss: 157032.1852 - val_mean_absolute_error: 374.8247 Epoch 95/5000 148/148 [==============================] - 0s 20us/step - loss: 93772.5781 - mean_absolute_error: 262.3895 - val_loss: 156968.0638 - val_mean_absolute_error: 374.7458 Epoch 96/5000 148/148 [==============================] - 0s 27us/step - loss: 93728.5625 - mean_absolute_error: 262.3171 - val_loss: 156902.9979 - val_mean_absolute_error: 374.6658 Epoch 97/5000 148/148 [==============================] - 0s 27us/step - loss: 93683.9141 - mean_absolute_error: 262.2439 - val_loss: 156836.8496 - val_mean_absolute_error: 374.5844 Epoch 98/5000 148/148 [==============================] - 0s 27us/step - loss: 93638.5859 - mean_absolute_error: 262.1696 - val_loss: 156769.4912 - val_mean_absolute_error: 374.5016 Epoch 99/5000 148/148 [==============================] - 0s 27us/step - loss: 93592.3125 - mean_absolute_error: 262.0938 - val_loss: 156701.7013 - val_mean_absolute_error: 374.4182 Epoch 100/5000 148/148 [==============================] - 0s 47us/step - loss: 93545.7266 - mean_absolute_error: 262.0176 - val_loss: 156632.9979 - val_mean_absolute_error: 374.3336 Epoch 101/5000 148/148 [==============================] - 0s 27us/step - loss: 93498.5312 - mean_absolute_error: 261.9403 - val_loss: 156563.2737 - val_mean_absolute_error: 374.2479 Epoch 102/5000 148/148 [==============================] - 0s 27us/step - loss: 93450.7812 - mean_absolute_error: 261.8621 - val_loss: 156492.6215 - val_mean_absolute_error: 374.1609 Epoch 103/5000 148/148 [==============================] - 0s 27us/step - loss: 93402.4531 - mean_absolute_error: 261.7830 - val_loss: 156420.6823 - val_mean_absolute_error: 374.0724 Epoch 104/5000 148/148 [==============================] - 0s 34us/step - loss: 93353.2500 - mean_absolute_error: 261.7026 - val_loss: 156348.0187 - val_mean_absolute_error: 373.9830 Epoch 105/5000 148/148 [==============================] - 0s 34us/step - loss: 93303.6875 - mean_absolute_error: 261.6216 - val_loss: 156274.3188 - val_mean_absolute_error: 373.8923 Epoch 106/5000 148/148 [==============================] - 0s 34us/step - loss: 93253.5156 - mean_absolute_error: 261.5397 - val_loss: 156199.5979 - val_mean_absolute_error: 373.8003 Epoch 107/5000 148/148 [==============================] - 0s 27us/step - loss: 93202.7656 - mean_absolute_error: 261.4570 - val_loss: 156123.8252 - val_mean_absolute_error: 373.7070 Epoch 108/5000 148/148 [==============================] - 0s 34us/step - loss: 93151.2812 - mean_absolute_error: 261.3732 - val_loss: 156047.0938 - val_mean_absolute_error: 373.6124 Epoch 109/5000 148/148 [==============================] - 0s 34us/step - loss: 93099.1172 - mean_absolute_error: 261.2883 - val_loss: 155969.4656 - val_mean_absolute_error: 373.5168 Epoch 110/5000 148/148 [==============================] - 0s 27us/step - loss: 93046.3203 - mean_absolute_error: 261.2025 - val_loss: 155890.7550 - val_mean_absolute_error: 373.4197 Epoch 111/5000 148/148 [==============================] - 0s 27us/step - loss: 92992.7266 - mean_absolute_error: 261.1154 - val_loss: 155811.0544 - val_mean_absolute_error: 373.3214 Epoch 112/5000 148/148 [==============================] - 0s 41us/step - loss: 92938.3906 - mean_absolute_error: 261.0273 - val_loss: 155730.2715 - val_mean_absolute_error: 373.2218 Epoch 113/5000 148/148 [==============================] - 0s 34us/step - loss: 92883.2969 - mean_absolute_error: 260.9380 - val_loss: 155648.4838 - val_mean_absolute_error: 373.1209 Epoch 114/5000 148/148 [==============================] - 0s 27us/step - loss: 92827.3438 - mean_absolute_error: 260.8476 - val_loss: 155565.3027 - val_mean_absolute_error: 373.0182 Epoch 115/5000 148/148 [==============================] - 0s 34us/step - loss: 92770.4375 - mean_absolute_error: 260.7557 - val_loss: 155481.1981 - val_mean_absolute_error: 372.9143 Epoch 116/5000 148/148 [==============================] - 0s 41us/step - loss: 92713.0312 - mean_absolute_error: 260.6632 - val_loss: 155396.0121 - val_mean_absolute_error: 372.8091 Epoch 117/5000 148/148 [==============================] - 0s 34us/step - loss: 92654.8750 - mean_absolute_error: 260.5695 - val_loss: 155309.7598 - val_mean_absolute_error: 372.7025 Epoch 118/5000 148/148 [==============================] - 0s 34us/step - loss: 92595.8828 - mean_absolute_error: 260.4748 - val_loss: 155222.0373 - val_mean_absolute_error: 372.5941 Epoch 119/5000 148/148 [==============================] - 0s 27us/step - loss: 92535.9375 - mean_absolute_error: 260.3785 - val_loss: 155133.4979 - val_mean_absolute_error: 372.4846 Epoch 120/5000 148/148 [==============================] - 0s 41us/step - loss: 92475.4688 - mean_absolute_error: 260.2815 - val_loss: 155043.4154 - val_mean_absolute_error: 372.3731 Epoch 121/5000 148/148 [==============================] - 0s 27us/step - loss: 92414.0469 - mean_absolute_error: 260.1830 - val_loss: 154952.4213 - val_mean_absolute_error: 372.2605 Epoch 122/5000 148/148 [==============================] - 0s 27us/step - loss: 92352.1250 - mean_absolute_error: 260.0838 - val_loss: 154860.3142 - val_mean_absolute_error: 372.1466 Epoch 123/5000 148/148 [==============================] - 0s 27us/step - loss: 92289.2891 - mean_absolute_error: 259.9830 - val_loss: 154767.0175 - val_mean_absolute_error: 372.0310 Epoch 124/5000 148/148 [==============================] - 0s 41us/step - loss: 92225.4609 - mean_absolute_error: 259.8808 - val_loss: 154672.5308 - val_mean_absolute_error: 371.9139 Epoch 125/5000 148/148 [==============================] - 0s 47us/step - loss: 92160.7344 - mean_absolute_error: 259.7772 - val_loss: 154576.7460 - val_mean_absolute_error: 371.7952 Epoch 126/5000 148/148 [==============================] - 0s 34us/step - loss: 92095.1719 - mean_absolute_error: 259.6723 - val_loss: 154479.6329 - val_mean_absolute_error: 371.6747 Epoch 127/5000 148/148 [==============================] - 0s 20us/step - loss: 92028.7500 - mean_absolute_error: 259.5661 - val_loss: 154380.9260 - val_mean_absolute_error: 371.5522 Epoch 128/5000 148/148 [==============================] - 0s 34us/step - loss: 91961.1719 - mean_absolute_error: 259.4581 - val_loss: 154281.2023 - val_mean_absolute_error: 371.4284 Epoch 129/5000 148/148 [==============================] - 0s 34us/step - loss: 91893.0312 - mean_absolute_error: 259.3492 - val_loss: 154179.9002 - val_mean_absolute_error: 371.3025 Epoch 130/5000 148/148 [==============================] - 0s 27us/step - loss: 91823.8594 - mean_absolute_error: 259.2387 - val_loss: 154077.4229 - val_mean_absolute_error: 371.1751 Epoch 131/5000 148/148 [==============================] - 0s 34us/step - loss: 91753.8750 - mean_absolute_error: 259.1269 - val_loss: 153974.0829 - val_mean_absolute_error: 371.0465 Epoch 132/5000 148/148 [==============================] - 0s 34us/step - loss: 91683.1875 - mean_absolute_error: 259.0138 - val_loss: 153869.4662 - val_mean_absolute_error: 370.9164 Epoch 133/5000 148/148 [==============================] - 0s 20us/step - loss: 91611.5781 - mean_absolute_error: 258.8993 - val_loss: 153763.5342 - val_mean_absolute_error: 370.7845 Epoch 134/5000 148/148 [==============================] - 0s 41us/step - loss: 91539.0781 - mean_absolute_error: 258.7835 - val_loss: 153656.2404 - val_mean_absolute_error: 370.6509 Epoch 135/5000 148/148 [==============================] - 0s 20us/step - loss: 91465.6953 - mean_absolute_error: 258.6663 - val_loss: 153547.6317 - val_mean_absolute_error: 370.5156 Epoch 136/5000 148/148 [==============================] - 0s 34us/step - loss: 91391.4297 - mean_absolute_error: 258.5477 - val_loss: 153437.6154 - val_mean_absolute_error: 370.3784 Epoch 137/5000 148/148 [==============================] - 0s 34us/step - loss: 91316.2578 - mean_absolute_error: 258.4277 - val_loss: 153326.1667 - val_mean_absolute_error: 370.2394 Epoch 138/5000 148/148 [==============================] - 0s 34us/step - loss: 91240.0234 - mean_absolute_error: 258.3061 - val_loss: 153213.4075 - val_mean_absolute_error: 370.0987 Epoch 139/5000 148/148 [==============================] - 0s 34us/step - loss: 91162.7969 - mean_absolute_error: 258.1829 - val_loss: 153098.9296 - val_mean_absolute_error: 369.9557 Epoch 140/5000 148/148 [==============================] - 0s 27us/step - loss: 91084.2656 - mean_absolute_error: 258.0575 - val_loss: 152983.3567 - val_mean_absolute_error: 369.8113 Epoch 141/5000 148/148 [==============================] - 0s 27us/step - loss: 91005.0078 - mean_absolute_error: 257.9309 - val_loss: 152866.3642 - val_mean_absolute_error: 369.6651 Epoch 142/5000 148/148 [==============================] - 0s 27us/step - loss: 90924.6641 - mean_absolute_error: 257.8027 - val_loss: 152747.9754 - val_mean_absolute_error: 369.5171 Epoch 143/5000 148/148 [==============================] - 0s 27us/step - loss: 90843.3203 - mean_absolute_error: 257.6730 - val_loss: 152627.6971 - val_mean_absolute_error: 369.3667 Epoch 144/5000 148/148 [==============================] - 0s 41us/step - loss: 90760.7344 - mean_absolute_error: 257.5413 - val_loss: 152506.3379 - val_mean_absolute_error: 369.2149 Epoch 145/5000 148/148 [==============================] - 0s 27us/step - loss: 90677.3828 - mean_absolute_error: 257.4083 - val_loss: 152383.4015 - val_mean_absolute_error: 369.0610 Epoch 146/5000 148/148 [==============================] - 0s 20us/step - loss: 90593.0078 - mean_absolute_error: 257.2738 - val_loss: 152258.8110 - val_mean_absolute_error: 368.9050 Epoch 147/5000 148/148 [==============================] - 0s 27us/step - loss: 90507.6172 - mean_absolute_error: 257.1375 - val_loss: 152132.5975 - val_mean_absolute_error: 368.7470 Epoch 148/5000 148/148 [==============================] - 0s 27us/step - loss: 90421.2109 - mean_absolute_error: 256.9996 - val_loss: 152004.4646 - val_mean_absolute_error: 368.5864 Epoch 149/5000 148/148 [==============================] - 0s 27us/step - loss: 90333.4609 - mean_absolute_error: 256.8608 - val_loss: 151875.3383 - val_mean_absolute_error: 368.4246 Epoch 150/5000 148/148 [==============================] - 0s 27us/step - loss: 90244.8203 - mean_absolute_error: 256.7208 - val_loss: 151744.6537 - val_mean_absolute_error: 368.2607 Epoch 151/5000 148/148 [==============================] - 0s 34us/step - loss: 90154.9609 - mean_absolute_error: 256.5788 - val_loss: 151612.2073 - val_mean_absolute_error: 368.0946 Epoch 152/5000 148/148 [==============================] - 0s 27us/step - loss: 90064.0000 - mean_absolute_error: 256.4352 - val_loss: 151478.1071 - val_mean_absolute_error: 367.9261 Epoch 153/5000 148/148 [==============================] - 0s 27us/step - loss: 89971.9219 - mean_absolute_error: 256.2897 - val_loss: 151342.3708 - val_mean_absolute_error: 367.7556 Epoch 154/5000 148/148 [==============================] - 0s 34us/step - loss: 89878.7500 - mean_absolute_error: 256.1426 - val_loss: 151205.0200 - val_mean_absolute_error: 367.5830 Epoch 155/5000 148/148 [==============================] - 0s 34us/step - loss: 89784.3594 - mean_absolute_error: 255.9936 - val_loss: 151065.9065 - val_mean_absolute_error: 367.4080 Epoch 156/5000 148/148 [==============================] - 0s 27us/step - loss: 89688.8047 - mean_absolute_error: 255.8427 - val_loss: 150925.1690 - val_mean_absolute_error: 367.2309 Epoch 157/5000 148/148 [==============================] - 0s 27us/step - loss: 89592.1484 - mean_absolute_error: 255.6901 - val_loss: 150782.7608 - val_mean_absolute_error: 367.0517 Epoch 158/5000 148/148 [==============================] - 0s 34us/step - loss: 89494.3281 - mean_absolute_error: 255.5358 - val_loss: 150638.6508 - val_mean_absolute_error: 366.8702 Epoch 159/5000 148/148 [==============================] - 0s 27us/step - loss: 89395.3438 - mean_absolute_error: 255.3796 - val_loss: 150492.7633 - val_mean_absolute_error: 366.6863 Epoch 160/5000 148/148 [==============================] - 0s 34us/step - loss: 89295.1328 - mean_absolute_error: 255.2216 - val_loss: 150345.0667 - val_mean_absolute_error: 366.5000 Epoch 161/5000 148/148 [==============================] - 0s 27us/step - loss: 89193.6719 - mean_absolute_error: 255.0616 - val_loss: 150195.5765 - val_mean_absolute_error: 366.3115 Epoch 162/5000 148/148 [==============================] - 0s 27us/step - loss: 89090.9531 - mean_absolute_error: 254.8996 - val_loss: 150044.2154 - val_mean_absolute_error: 366.1203 Epoch 163/5000 148/148 [==============================] - 0s 27us/step - loss: 88987.0625 - mean_absolute_error: 254.7356 - val_loss: 149890.9069 - val_mean_absolute_error: 365.9269 Epoch 164/5000 148/148 [==============================] - 0s 41us/step - loss: 88881.8359 - mean_absolute_error: 254.5697 - val_loss: 149735.4310 - val_mean_absolute_error: 365.7305 Epoch 165/5000 148/148 [==============================] - 0s 20us/step - loss: 88774.9531 - mean_absolute_error: 254.4010 - val_loss: 149578.5810 - val_mean_absolute_error: 365.5323 Epoch 166/5000 148/148 [==============================] - 0s 34us/step - loss: 88667.0781 - mean_absolute_error: 254.2309 - val_loss: 149419.4250 - val_mean_absolute_error: 365.3310 Epoch 167/5000 148/148 [==============================] - 0s 27us/step - loss: 88557.6172 - mean_absolute_error: 254.0592 - val_loss: 149258.8644 - val_mean_absolute_error: 365.1279 Epoch 168/5000 148/148 [==============================] - 0s 41us/step - loss: 88447.1953 - mean_absolute_error: 253.8862 - val_loss: 149095.9362 - val_mean_absolute_error: 364.9217 Epoch 169/5000 148/148 [==============================] - 0s 41us/step - loss: 88335.1328 - mean_absolute_error: 253.7105 - val_loss: 148931.4790 - val_mean_absolute_error: 364.7135 Epoch 170/5000 148/148 [==============================] - 0s 27us/step - loss: 88221.9531 - mean_absolute_error: 253.5332 - val_loss: 148764.9960 - val_mean_absolute_error: 364.5025 Epoch 171/5000 148/148 [==============================] - 0s 27us/step - loss: 88107.3125 - mean_absolute_error: 253.3534 - val_loss: 148596.4721 - val_mean_absolute_error: 364.2889 Epoch 172/5000 148/148 [==============================] - 0s 34us/step - loss: 87991.2578 - mean_absolute_error: 253.1714 - val_loss: 148425.5638 - val_mean_absolute_error: 364.0721 Epoch 173/5000 148/148 [==============================] - 0s 34us/step - loss: 87873.5781 - mean_absolute_error: 252.9867 - val_loss: 148253.0800 - val_mean_absolute_error: 363.8531 Epoch 174/5000 148/148 [==============================] - 0s 27us/step - loss: 87754.8672 - mean_absolute_error: 252.8003 - val_loss: 148078.7271 - val_mean_absolute_error: 363.6315 Epoch 175/5000 148/148 [==============================] - 0s 41us/step - loss: 87634.6641 - mean_absolute_error: 252.6121 - val_loss: 147902.2281 - val_mean_absolute_error: 363.4071 Epoch 176/5000 148/148 [==============================] - 0s 27us/step - loss: 87513.0156 - mean_absolute_error: 252.4227 - val_loss: 147723.5050 - val_mean_absolute_error: 363.1797 Epoch 177/5000 148/148 [==============================] - 0s 41us/step - loss: 87389.8672 - mean_absolute_error: 252.2312 - val_loss: 147542.1848 - val_mean_absolute_error: 362.9488 Epoch 178/5000 148/148 [==============================] - 0s 27us/step - loss: 87264.8281 - mean_absolute_error: 252.0368 - val_loss: 147359.2604 - val_mean_absolute_error: 362.7156 Epoch 179/5000 148/148 [==============================] - 0s 27us/step - loss: 87138.7266 - mean_absolute_error: 251.8407 - val_loss: 147174.1588 - val_mean_absolute_error: 362.4796 Epoch 180/5000 148/148 [==============================] - 0s 27us/step - loss: 87011.0703 - mean_absolute_error: 251.6420 - val_loss: 146986.8496 - val_mean_absolute_error: 362.2406 Epoch 181/5000 148/148 [==============================] - 0s 27us/step - loss: 86881.9141 - mean_absolute_error: 251.4408 - val_loss: 146796.9129 - val_mean_absolute_error: 361.9980 Epoch 182/5000 148/148 [==============================] - 0s 27us/step - loss: 86751.0000 - mean_absolute_error: 251.2367 - val_loss: 146604.9390 - val_mean_absolute_error: 361.7526 Epoch 183/5000 148/148 [==============================] - 0s 34us/step - loss: 86618.5781 - mean_absolute_error: 251.0302 - val_loss: 146410.8496 - val_mean_absolute_error: 361.5044 Epoch 184/5000 148/148 [==============================] - 0s 34us/step - loss: 86484.6719 - mean_absolute_error: 250.8214 - val_loss: 146215.0021 - val_mean_absolute_error: 361.2538 Epoch 185/5000 148/148 [==============================] - 0s 34us/step - loss: 86349.5859 - mean_absolute_error: 250.6105 - val_loss: 146016.5725 - val_mean_absolute_error: 360.9997 Epoch 186/5000 148/148 [==============================] - 0s 34us/step - loss: 86212.6875 - mean_absolute_error: 250.3967 - val_loss: 145816.6458 - val_mean_absolute_error: 360.7434 Epoch 187/5000 148/148 [==============================] - 0s 34us/step - loss: 86074.5938 - mean_absolute_error: 250.1806 - val_loss: 145614.1517 - val_mean_absolute_error: 360.4838 Epoch 188/5000 148/148 [==============================] - 0s 27us/step - loss: 85934.7734 - mean_absolute_error: 249.9618 - val_loss: 145410.0525 - val_mean_absolute_error: 360.2218 Epoch 189/5000 148/148 [==============================] - 0s 27us/step - loss: 85793.7344 - mean_absolute_error: 249.7409 - val_loss: 145203.7415 - val_mean_absolute_error: 359.9569 Epoch 190/5000 148/148 [==============================] - 0s 34us/step - loss: 85651.1719 - mean_absolute_error: 249.5175 - val_loss: 144995.2504 - val_mean_absolute_error: 359.6888 Epoch 191/5000 148/148 [==============================] - 0s 27us/step - loss: 85507.0469 - mean_absolute_error: 249.2914 - val_loss: 144784.1446 - val_mean_absolute_error: 359.4172 Epoch 192/5000 148/148 [==============================] - 0s 27us/step - loss: 85361.0703 - mean_absolute_error: 249.0622 - val_loss: 144571.3838 - val_mean_absolute_error: 359.1432 Epoch 193/5000 148/148 [==============================] - 0s 34us/step - loss: 85213.9453 - mean_absolute_error: 248.8311 - val_loss: 144356.0210 - val_mean_absolute_error: 358.8656 Epoch 194/5000 148/148 [==============================] - 0s 34us/step - loss: 85064.9688 - mean_absolute_error: 248.5969 - val_loss: 144138.5388 - val_mean_absolute_error: 358.5850 Epoch 195/5000 148/148 [==============================] - 0s 27us/step - loss: 84914.5078 - mean_absolute_error: 248.3604 - val_loss: 143918.8942 - val_mean_absolute_error: 358.3014 Epoch 196/5000 148/148 [==============================] - 0s 34us/step - loss: 84762.5703 - mean_absolute_error: 248.1211 - val_loss: 143697.5837 - val_mean_absolute_error: 358.0156 Epoch 197/5000 148/148 [==============================] - 0s 27us/step - loss: 84609.4688 - mean_absolute_error: 247.8799 - val_loss: 143474.0358 - val_mean_absolute_error: 357.7265 Epoch 198/5000 148/148 [==============================] - 0s 34us/step - loss: 84454.6953 - mean_absolute_error: 247.6360 - val_loss: 143248.0494 - val_mean_absolute_error: 357.4339 Epoch 199/5000 148/148 [==============================] - 0s 27us/step - loss: 84298.2266 - mean_absolute_error: 247.3893 - val_loss: 143019.7342 - val_mean_absolute_error: 357.1379 Epoch 200/5000 148/148 [==============================] - 0s 27us/step - loss: 84140.1719 - mean_absolute_error: 247.1399 - val_loss: 142789.2137 - val_mean_absolute_error: 356.8388 Epoch 201/5000 148/148 [==============================] - 0s 27us/step - loss: 83980.5938 - mean_absolute_error: 246.8877 - val_loss: 142555.6667 - val_mean_absolute_error: 356.5356 Epoch 202/5000 148/148 [==============================] - 0s 41us/step - loss: 83819.0781 - mean_absolute_error: 246.6321 - val_loss: 142320.1487 - val_mean_absolute_error: 356.2296 Epoch 203/5000 148/148 [==============================] - 0s 34us/step - loss: 83656.3594 - mean_absolute_error: 246.3745 - val_loss: 142082.3475 - val_mean_absolute_error: 355.9205 Epoch 204/5000 148/148 [==============================] - 0s 27us/step - loss: 83492.0859 - mean_absolute_error: 246.1142 - val_loss: 141842.2313 - val_mean_absolute_error: 355.6081 Epoch 205/5000 148/148 [==============================] - 0s 41us/step - loss: 83326.2422 - mean_absolute_error: 245.8512 - val_loss: 141599.6923 - val_mean_absolute_error: 355.2922 Epoch 206/5000 148/148 [==============================] - 0s 34us/step - loss: 83158.7188 - mean_absolute_error: 245.5854 - val_loss: 141353.9867 - val_mean_absolute_error: 354.9722 Epoch 207/5000 148/148 [==============================] - 0s 34us/step - loss: 82989.0938 - mean_absolute_error: 245.3158 - val_loss: 141106.0754 - val_mean_absolute_error: 354.6488 Epoch 208/5000 148/148 [==============================] - 0s 27us/step - loss: 82817.8516 - mean_absolute_error: 245.0435 - val_loss: 140856.1973 - val_mean_absolute_error: 354.3228 Epoch 209/5000 148/148 [==============================] - 0s 27us/step - loss: 82645.3516 - mean_absolute_error: 244.7691 - val_loss: 140603.8733 - val_mean_absolute_error: 353.9932 Epoch 210/5000 148/148 [==============================] - 0s 34us/step - loss: 82471.3125 - mean_absolute_error: 244.4920 - val_loss: 140349.2250 - val_mean_absolute_error: 353.6603 Epoch 211/5000 148/148 [==============================] - 0s 27us/step - loss: 82295.6875 - mean_absolute_error: 244.2122 - val_loss: 140092.3438 - val_mean_absolute_error: 353.3242 Epoch 212/5000 148/148 [==============================] - 0s 27us/step - loss: 82118.2500 - mean_absolute_error: 243.9293 - val_loss: 139832.7746 - val_mean_absolute_error: 352.9842 Epoch 213/5000 148/148 [==============================] - 0s 27us/step - loss: 81939.0625 - mean_absolute_error: 243.6449 - val_loss: 139570.6029 - val_mean_absolute_error: 352.6406 Epoch 214/5000 148/148 [==============================] - 0s 34us/step - loss: 81758.1719 - mean_absolute_error: 243.3576 - val_loss: 139305.9506 - val_mean_absolute_error: 352.2934 Epoch 215/5000 148/148 [==============================] - 0s 27us/step - loss: 81575.5938 - mean_absolute_error: 243.0669 - val_loss: 139038.1665 - val_mean_absolute_error: 351.9418 Epoch 216/5000 148/148 [==============================] - 0s 34us/step - loss: 81391.0234 - mean_absolute_error: 242.7728 - val_loss: 138768.4558 - val_mean_absolute_error: 351.5874 Epoch 217/5000 148/148 [==============================] - 0s 27us/step - loss: 81204.9141 - mean_absolute_error: 242.4760 - val_loss: 138496.1996 - val_mean_absolute_error: 351.2293 Epoch 218/5000 148/148 [==============================] - 0s 27us/step - loss: 81017.0234 - mean_absolute_error: 242.1760 - val_loss: 138221.4294 - val_mean_absolute_error: 350.8676 Epoch 219/5000 148/148 [==============================] - 0s 41us/step - loss: 80827.5938 - mean_absolute_error: 241.8731 - val_loss: 137944.2840 - val_mean_absolute_error: 350.5025 Epoch 220/5000 148/148 [==============================] - 0s 27us/step - loss: 80636.5156 - mean_absolute_error: 241.5672 - val_loss: 137664.0658 - val_mean_absolute_error: 350.1328 Epoch 221/5000 148/148 [==============================] - 0s 27us/step - loss: 80443.5156 - mean_absolute_error: 241.2579 - val_loss: 137381.9673 - val_mean_absolute_error: 349.7603 Epoch 222/5000 148/148 [==============================] - 0s 41us/step - loss: 80249.2422 - mean_absolute_error: 240.9460 - val_loss: 137097.3821 - val_mean_absolute_error: 349.3841 Epoch 223/5000 148/148 [==============================] - 0s 27us/step - loss: 80053.1719 - mean_absolute_error: 240.6309 - val_loss: 136810.3258 - val_mean_absolute_error: 349.0042 Epoch 224/5000 148/148 [==============================] - 0s 41us/step - loss: 79855.3047 - mean_absolute_error: 240.3122 - val_loss: 136520.8492 - val_mean_absolute_error: 348.6207 Epoch 225/5000 148/148 [==============================] - 0s 20us/step - loss: 79655.7734 - mean_absolute_error: 239.9905 - val_loss: 136228.9071 - val_mean_absolute_error: 348.2335 Epoch 226/5000 148/148 [==============================] - 0s 27us/step - loss: 79454.5703 - mean_absolute_error: 239.6658 - val_loss: 135934.3600 - val_mean_absolute_error: 347.8422 Epoch 227/5000 148/148 [==============================] - 0s 27us/step - loss: 79251.8047 - mean_absolute_error: 239.3391 - val_loss: 135637.2221 - val_mean_absolute_error: 347.4472 Epoch 228/5000 148/148 [==============================] - 0s 27us/step - loss: 79047.4922 - mean_absolute_error: 239.0095 - val_loss: 135337.1198 - val_mean_absolute_error: 347.0477 Epoch 229/5000 148/148 [==============================] - 0s 41us/step - loss: 78841.1094 - mean_absolute_error: 238.6760 - val_loss: 135035.3362 - val_mean_absolute_error: 346.6455 Epoch 230/5000 148/148 [==============================] - 0s 34us/step - loss: 78633.5391 - mean_absolute_error: 238.3401 - val_loss: 134731.1454 - val_mean_absolute_error: 346.2396 Epoch 231/5000 148/148 [==============================] - 0s 27us/step - loss: 78424.3125 - mean_absolute_error: 238.0011 - val_loss: 134424.2515 - val_mean_absolute_error: 345.8296 Epoch 232/5000 148/148 [==============================] - 0s 20us/step - loss: 78213.2734 - mean_absolute_error: 237.6586 - val_loss: 134114.7863 - val_mean_absolute_error: 345.4158 Epoch 233/5000 148/148 [==============================] - 0s 27us/step - loss: 78000.5469 - mean_absolute_error: 237.3128 - val_loss: 133801.9844 - val_mean_absolute_error: 344.9969 Epoch 234/5000 148/148 [==============================] - 0s 34us/step - loss: 77785.8281 - mean_absolute_error: 236.9635 - val_loss: 133487.1192 - val_mean_absolute_error: 344.5749 Epoch 235/5000 148/148 [==============================] - 0s 41us/step - loss: 77569.8281 - mean_absolute_error: 236.6118 - val_loss: 133169.6473 - val_mean_absolute_error: 344.1488 Epoch 236/5000 148/148 [==============================] - 0s 47us/step - loss: 77351.9609 - mean_absolute_error: 236.2565 - val_loss: 132849.3838 - val_mean_absolute_error: 343.7184 Epoch 237/5000 148/148 [==============================] - 0s 27us/step - loss: 77132.5000 - mean_absolute_error: 235.8983 - val_loss: 132525.9692 - val_mean_absolute_error: 343.2832 Epoch 238/5000 148/148 [==============================] - 0s 34us/step - loss: 76911.0156 - mean_absolute_error: 235.5362 - val_loss: 132200.6158 - val_mean_absolute_error: 342.8448 Epoch 239/5000 148/148 [==============================] - 0s 20us/step - loss: 76688.3594 - mean_absolute_error: 235.1716 - val_loss: 131872.7333 - val_mean_absolute_error: 342.4026 Epoch 240/5000 148/148 [==============================] - 0s 47us/step - loss: 76464.2266 - mean_absolute_error: 234.8037 - val_loss: 131541.6817 - val_mean_absolute_error: 341.9554 Epoch 241/5000 148/148 [==============================] - 0s 34us/step - loss: 76238.0234 - mean_absolute_error: 234.4320 - val_loss: 131208.6431 - val_mean_absolute_error: 341.5050 Epoch 242/5000 148/148 [==============================] - 0s 27us/step - loss: 76010.4688 - mean_absolute_error: 234.0574 - val_loss: 130872.3944 - val_mean_absolute_error: 341.0496 Epoch 243/5000 148/148 [==============================] - 0s 20us/step - loss: 75780.7734 - mean_absolute_error: 233.6788 - val_loss: 130534.2285 - val_mean_absolute_error: 340.5910 Epoch 244/5000 148/148 [==============================] - 0s 41us/step - loss: 75549.8672 - mean_absolute_error: 233.2982 - val_loss: 130193.4656 - val_mean_absolute_error: 340.1283 Epoch 245/5000 148/148 [==============================] - 0s 34us/step - loss: 75317.3750 - mean_absolute_error: 232.9160 - val_loss: 129849.6890 - val_mean_absolute_error: 339.6608 Epoch 246/5000 148/148 [==============================] - 0s 27us/step - loss: 75082.9297 - mean_absolute_error: 232.5299 - val_loss: 129504.1788 - val_mean_absolute_error: 339.1903 Epoch 247/5000 148/148 [==============================] - 0s 27us/step - loss: 74847.2266 - mean_absolute_error: 232.1411 - val_loss: 129156.2631 - val_mean_absolute_error: 338.7158 Epoch 248/5000 148/148 [==============================] - 0s 34us/step - loss: 74610.0469 - mean_absolute_error: 231.7493 - val_loss: 128806.0648 - val_mean_absolute_error: 338.2376 Epoch 249/5000 148/148 [==============================] - 0s 27us/step - loss: 74371.4609 - mean_absolute_error: 231.3542 - val_loss: 128452.7865 - val_mean_absolute_error: 337.7544 Epoch 250/5000 148/148 [==============================] - 0s 34us/step - loss: 74130.9297 - mean_absolute_error: 230.9550 - val_loss: 128097.2706 - val_mean_absolute_error: 337.2674 Epoch 251/5000 148/148 [==============================] - 0s 27us/step - loss: 73888.9141 - mean_absolute_error: 230.5525 - val_loss: 127740.2044 - val_mean_absolute_error: 336.7775 Epoch 252/5000 148/148 [==============================] - 0s 34us/step - loss: 73645.8359 - mean_absolute_error: 230.1471 - val_loss: 127380.9900 - val_mean_absolute_error: 336.2840 Epoch 253/5000 148/148 [==============================] - 0s 34us/step - loss: 73401.3281 - mean_absolute_error: 229.7386 - val_loss: 127018.9238 - val_mean_absolute_error: 335.7874 Epoch 254/5000 148/148 [==============================] - 0s 27us/step - loss: 73155.0391 - mean_absolute_error: 229.3261 - val_loss: 126654.5729 - val_mean_absolute_error: 335.2870 Epoch 255/5000 148/148 [==============================] - 0s 27us/step - loss: 72907.3047 - mean_absolute_error: 228.9105 - val_loss: 126288.7198 - val_mean_absolute_error: 334.7837 Epoch 256/5000 148/148 [==============================] - 0s 47us/step - loss: 72658.5703 - mean_absolute_error: 228.4954 - val_loss: 125920.8360 - val_mean_absolute_error: 334.2768 Epoch 257/5000 148/148 [==============================] - 0s 27us/step - loss: 72408.3594 - mean_absolute_error: 228.0778 - val_loss: 125550.8300 - val_mean_absolute_error: 333.7661 Epoch 258/5000 148/148 [==============================] - 0s 27us/step - loss: 72156.6328 - mean_absolute_error: 227.6570 - val_loss: 125178.6448 - val_mean_absolute_error: 333.2515 Epoch 259/5000 148/148 [==============================] - 0s 34us/step - loss: 71903.4531 - mean_absolute_error: 227.2328 - val_loss: 124804.2183 - val_mean_absolute_error: 332.7329 Epoch 260/5000 148/148 [==============================] - 0s 34us/step - loss: 71648.7656 - mean_absolute_error: 226.8053 - val_loss: 124427.5148 - val_mean_absolute_error: 332.2105 Epoch 261/5000 148/148 [==============================] - 0s 41us/step - loss: 71392.6094 - mean_absolute_error: 226.3746 - val_loss: 124048.6812 - val_mean_absolute_error: 331.6841 Epoch 262/5000 148/148 [==============================] - 0s 34us/step - loss: 71135.0156 - mean_absolute_error: 225.9406 - val_loss: 123667.6777 - val_mean_absolute_error: 331.1539 Epoch 263/5000 148/148 [==============================] - 0s 20us/step - loss: 70875.9688 - mean_absolute_error: 225.5034 - val_loss: 123283.9583 - val_mean_absolute_error: 330.6188 Epoch 264/5000 148/148 [==============================] - 0s 34us/step - loss: 70615.1719 - mean_absolute_error: 225.0625 - val_loss: 122898.7319 - val_mean_absolute_error: 330.0808 Epoch 265/5000 148/148 [==============================] - 0s 34us/step - loss: 70353.5234 - mean_absolute_error: 224.6191 - val_loss: 122510.8773 - val_mean_absolute_error: 329.5381 Epoch 266/5000 148/148 [==============================] - 0s 27us/step - loss: 70090.0312 - mean_absolute_error: 224.1734 - val_loss: 122121.5219 - val_mean_absolute_error: 328.9923 Epoch 267/5000 148/148 [==============================] - 0s 54us/step - loss: 69825.6953 - mean_absolute_error: 223.7285 - val_loss: 121730.2533 - val_mean_absolute_error: 328.4428 Epoch 268/5000 148/148 [==============================] - 0s 41us/step - loss: 69560.0312 - mean_absolute_error: 223.2805 - val_loss: 121336.5817 - val_mean_absolute_error: 327.8889 Epoch 269/5000 148/148 [==============================] - 0s 34us/step - loss: 69292.6797 - mean_absolute_error: 222.8287 - val_loss: 120940.9271 - val_mean_absolute_error: 327.3312 Epoch 270/5000 148/148 [==============================] - 0s 34us/step - loss: 69024.1641 - mean_absolute_error: 222.3747 - val_loss: 120543.8525 - val_mean_absolute_error: 326.7704 Epoch 271/5000 148/148 [==============================] - 0s 27us/step - loss: 68754.8516 - mean_absolute_error: 221.9200 - val_loss: 120144.7462 - val_mean_absolute_error: 326.2057 Epoch 272/5000 148/148 [==============================] - 0s 27us/step - loss: 68484.2969 - mean_absolute_error: 221.4626 - val_loss: 119743.8494 - val_mean_absolute_error: 325.6374 Epoch 273/5000 148/148 [==============================] - 0s 27us/step - loss: 68212.5625 - mean_absolute_error: 221.0021 - val_loss: 119340.4794 - val_mean_absolute_error: 325.0644 Epoch 274/5000 148/148 [==============================] - 0s 27us/step - loss: 67939.2500 - mean_absolute_error: 220.5378 - val_loss: 118935.9165 - val_mean_absolute_error: 324.4887 Epoch 275/5000 148/148 [==============================] - 0s 41us/step - loss: 67665.2734 - mean_absolute_error: 220.0714 - val_loss: 118528.7648 - val_mean_absolute_error: 323.9082 Epoch 276/5000 148/148 [==============================] - 0s 27us/step - loss: 67389.7812 - mean_absolute_error: 219.6013 - val_loss: 118120.4008 - val_mean_absolute_error: 323.3247 Epoch 277/5000 148/148 [==============================] - 0s 27us/step - loss: 67113.7031 - mean_absolute_error: 219.1293 - val_loss: 117710.3804 - val_mean_absolute_error: 322.7376 Epoch 278/5000 148/148 [==============================] - 0s 27us/step - loss: 66836.6094 - mean_absolute_error: 218.6555 - val_loss: 117297.9698 - val_mean_absolute_error: 322.1458 Epoch 279/5000 148/148 [==============================] - 0s 27us/step - loss: 66558.1016 - mean_absolute_error: 218.1781 - val_loss: 116883.7879 - val_mean_absolute_error: 321.5502 Epoch 280/5000 148/148 [==============================] - 0s 20us/step - loss: 66278.6094 - mean_absolute_error: 217.6977 - val_loss: 116468.3392 - val_mean_absolute_error: 320.9516 Epoch 281/5000 148/148 [==============================] - 0s 27us/step - loss: 65998.2891 - mean_absolute_error: 217.2146 - val_loss: 116050.6123 - val_mean_absolute_error: 320.3484 Epoch 282/5000 148/148 [==============================] - 0s 41us/step - loss: 65716.5156 - mean_absolute_error: 216.7278 - val_loss: 115631.6854 - val_mean_absolute_error: 319.7449 Epoch 283/5000 148/148 [==============================] - 0s 27us/step - loss: 65434.1758 - mean_absolute_error: 216.2391 - val_loss: 115210.9221 - val_mean_absolute_error: 319.1437 Epoch 284/5000 148/148 [==============================] - 0s 34us/step - loss: 65150.7852 - mean_absolute_error: 215.7479 - val_loss: 114788.3025 - val_mean_absolute_error: 318.5384 Epoch 285/5000 148/148 [==============================] - 0s 27us/step - loss: 64866.2383 - mean_absolute_error: 215.2533 - val_loss: 114363.9140 - val_mean_absolute_error: 317.9294 Epoch 286/5000 148/148 [==============================] - 0s 27us/step - loss: 64580.6562 - mean_absolute_error: 214.7556 - val_loss: 113937.7546 - val_mean_absolute_error: 317.3165 Epoch 287/5000 148/148 [==============================] - 0s 27us/step - loss: 64294.1211 - mean_absolute_error: 214.2548 - val_loss: 113509.2740 - val_mean_absolute_error: 316.6989 Epoch 288/5000 148/148 [==============================] - 0s 41us/step - loss: 64006.2773 - mean_absolute_error: 213.7503 - val_loss: 113079.1763 - val_mean_absolute_error: 316.0775 Epoch 289/5000 148/148 [==============================] - 0s 27us/step - loss: 63717.5938 - mean_absolute_error: 213.2432 - val_loss: 112648.0329 - val_mean_absolute_error: 315.4532 Epoch 290/5000 148/148 [==============================] - 0s 34us/step - loss: 63428.4727 - mean_absolute_error: 212.7362 - val_loss: 112215.1704 - val_mean_absolute_error: 314.8250 Epoch 291/5000 148/148 [==============================] - 0s 27us/step - loss: 63138.5195 - mean_absolute_error: 212.2262 - val_loss: 111780.0823 - val_mean_absolute_error: 314.1918 Epoch 292/5000 148/148 [==============================] - 0s 41us/step - loss: 62847.3594 - mean_absolute_error: 211.7126 - val_loss: 111344.1279 - val_mean_absolute_error: 313.5558 Epoch 293/5000 148/148 [==============================] - 0s 34us/step - loss: 62555.8242 - mean_absolute_error: 211.1969 - val_loss: 110906.5650 - val_mean_absolute_error: 312.9161 Epoch 294/5000 148/148 [==============================] - 0s 27us/step - loss: 62263.3242 - mean_absolute_error: 210.6780 - val_loss: 110467.5871 - val_mean_absolute_error: 312.2728 Epoch 295/5000 148/148 [==============================] - 0s 27us/step - loss: 61969.7227 - mean_absolute_error: 210.1557 - val_loss: 110027.1775 - val_mean_absolute_error: 311.6259 Epoch 296/5000 148/148 [==============================] - 0s 27us/step - loss: 61675.3359 - mean_absolute_error: 209.6306 - val_loss: 109584.8144 - val_mean_absolute_error: 310.9746 Epoch 297/5000 148/148 [==============================] - 0s 41us/step - loss: 61379.7422 - mean_absolute_error: 209.1017 - val_loss: 109141.4742 - val_mean_absolute_error: 310.3203 Epoch 298/5000 148/148 [==============================] - 0s 27us/step - loss: 61083.6484 - mean_absolute_error: 208.5704 - val_loss: 108696.6013 - val_mean_absolute_error: 309.6622 Epoch 299/5000 148/148 [==============================] - 0s 34us/step - loss: 60786.5273 - mean_absolute_error: 208.0356 - val_loss: 108249.5623 - val_mean_absolute_error: 308.9991 Epoch 300/5000 148/148 [==============================] - 0s 27us/step - loss: 60488.1836 - mean_absolute_error: 207.4970 - val_loss: 107801.7506 - val_mean_absolute_error: 308.3333 Epoch 301/5000 148/148 [==============================] - 0s 34us/step - loss: 60189.6016 - mean_absolute_error: 206.9565 - val_loss: 107352.5748 - val_mean_absolute_error: 307.6639 Epoch 302/5000 148/148 [==============================] - 0s 34us/step - loss: 59890.4062 - mean_absolute_error: 206.4131 - val_loss: 106902.0810 - val_mean_absolute_error: 306.9907 Epoch 303/5000 148/148 [==============================] - 0s 27us/step - loss: 59590.6094 - mean_absolute_error: 205.8671 - val_loss: 106450.1840 - val_mean_absolute_error: 306.3137 Epoch 304/5000 148/148 [==============================] - 0s 27us/step - loss: 59290.1836 - mean_absolute_error: 205.3181 - val_loss: 105997.0760 - val_mean_absolute_error: 305.6331 Epoch 305/5000 148/148 [==============================] - 0s 27us/step - loss: 58989.1758 - mean_absolute_error: 204.7664 - val_loss: 105541.8308 - val_mean_absolute_error: 304.9477 Epoch 306/5000 148/148 [==============================] - 0s 34us/step - loss: 58687.2148 - mean_absolute_error: 204.2111 - val_loss: 105085.2754 - val_mean_absolute_error: 304.2584 Epoch 307/5000 148/148 [==============================] - 0s 34us/step - loss: 58384.7148 - mean_absolute_error: 203.6531 - val_loss: 104627.9127 - val_mean_absolute_error: 303.5660 Epoch 308/5000 148/148 [==============================] - 0s 47us/step - loss: 58082.1562 - mean_absolute_error: 203.0932 - val_loss: 104169.4548 - val_mean_absolute_error: 302.8701 Epoch 309/5000 148/148 [==============================] - 0s 27us/step - loss: 57779.1680 - mean_absolute_error: 202.5306 - val_loss: 103710.0150 - val_mean_absolute_error: 302.1707 Epoch 310/5000 148/148 [==============================] - 0s 27us/step - loss: 57475.7773 - mean_absolute_error: 201.9655 - val_loss: 103249.5550 - val_mean_absolute_error: 301.4678 Epoch 311/5000 148/148 [==============================] - 0s 41us/step - loss: 57171.9883 - mean_absolute_error: 201.3977 - val_loss: 102787.2242 - val_mean_absolute_error: 300.7602 Epoch 312/5000 148/148 [==============================] - 0s 27us/step - loss: 56867.3125 - mean_absolute_error: 200.8263 - val_loss: 102323.9648 - val_mean_absolute_error: 300.0491 Epoch 313/5000 148/148 [==============================] - 0s 27us/step - loss: 56562.2148 - mean_absolute_error: 200.2523 - val_loss: 101860.4662 - val_mean_absolute_error: 299.3357 Epoch 314/5000 148/148 [==============================] - 0s 27us/step - loss: 56257.1953 - mean_absolute_error: 199.6764 - val_loss: 101396.0513 - val_mean_absolute_error: 298.6189 Epoch 315/5000 148/148 [==============================] - 0s 34us/step - loss: 55951.7891 - mean_absolute_error: 199.0979 - val_loss: 100930.6971 - val_mean_absolute_error: 297.8986 Epoch 316/5000 148/148 [==============================] - 0s 40us/step - loss: 55646.0508 - mean_absolute_error: 198.5165 - val_loss: 100464.3554 - val_mean_absolute_error: 297.1748 Epoch 317/5000 148/148 [==============================] - 0s 27us/step - loss: 55339.9883 - mean_absolute_error: 197.9323 - val_loss: 99996.6685 - val_mean_absolute_error: 296.4467 Epoch 318/5000 148/148 [==============================] - 0s 27us/step - loss: 55033.1367 - mean_absolute_error: 197.3444 - val_loss: 99528.7215 - val_mean_absolute_error: 295.7162 Epoch 319/5000 148/148 [==============================] - 0s 34us/step - loss: 54726.1680 - mean_absolute_error: 196.7543 - val_loss: 99059.2012 - val_mean_absolute_error: 294.9812 Epoch 320/5000 148/148 [==============================] - 0s 34us/step - loss: 54418.2344 - mean_absolute_error: 196.1603 - val_loss: 98589.0177 - val_mean_absolute_error: 294.2429 Epoch 321/5000 148/148 [==============================] - 0s 27us/step - loss: 54110.0469 - mean_absolute_error: 195.5637 - val_loss: 98118.3433 - val_mean_absolute_error: 293.5018 Epoch 322/5000 148/148 [==============================] - 0s 27us/step - loss: 53801.8984 - mean_absolute_error: 194.9661 - val_loss: 97646.2333 - val_mean_absolute_error: 292.7562 Epoch 323/5000 148/148 [==============================] - 0s 27us/step - loss: 53493.1211 - mean_absolute_error: 194.3663 - val_loss: 97174.1335 - val_mean_absolute_error: 292.0082 Epoch 324/5000 148/148 [==============================] - 0s 27us/step - loss: 53184.5117 - mean_absolute_error: 193.7646 - val_loss: 96701.3763 - val_mean_absolute_error: 291.2570 Epoch 325/5000 148/148 [==============================] - 0s 34us/step - loss: 52875.7383 - mean_absolute_error: 193.1606 - val_loss: 96227.3952 - val_mean_absolute_error: 290.5015 Epoch 326/5000 148/148 [==============================] - 0s 27us/step - loss: 52566.2617 - mean_absolute_error: 192.5551 - val_loss: 95752.4685 - val_mean_absolute_error: 289.7422 Epoch 327/5000 148/148 [==============================] - 0s 34us/step - loss: 52256.5625 - mean_absolute_error: 191.9469 - val_loss: 95277.7219 - val_mean_absolute_error: 288.9809 Epoch 328/5000 148/148 [==============================] - 0s 34us/step - loss: 51947.1758 - mean_absolute_error: 191.3369 - val_loss: 94801.9302 - val_mean_absolute_error: 288.2156 Epoch 329/5000 148/148 [==============================] - 0s 27us/step - loss: 51637.3633 - mean_absolute_error: 190.7237 - val_loss: 94326.3585 - val_mean_absolute_error: 287.4481 Epoch 330/5000 148/148 [==============================] - 0s 27us/step - loss: 51327.9414 - mean_absolute_error: 190.1088 - val_loss: 93850.5404 - val_mean_absolute_error: 286.6779 Epoch 331/5000 148/148 [==============================] - 0s 27us/step - loss: 51018.5234 - mean_absolute_error: 189.4914 - val_loss: 93374.5135 - val_mean_absolute_error: 285.9048 Epoch 332/5000 148/148 [==============================] - 0s 41us/step - loss: 50709.0469 - mean_absolute_error: 188.8711 - val_loss: 92898.2188 - val_mean_absolute_error: 285.1286 Epoch 333/5000 148/148 [==============================] - 0s 27us/step - loss: 50399.5430 - mean_absolute_error: 188.2496 - val_loss: 92421.6796 - val_mean_absolute_error: 284.3495 Epoch 334/5000 148/148 [==============================] - 0s 34us/step - loss: 50090.1133 - mean_absolute_error: 187.6270 - val_loss: 91944.8810 - val_mean_absolute_error: 283.5674 Epoch 335/5000 148/148 [==============================] - 0s 27us/step - loss: 49780.7891 - mean_absolute_error: 187.0019 - val_loss: 91467.8683 - val_mean_absolute_error: 282.7823 Epoch 336/5000 148/148 [==============================] - 0s 41us/step - loss: 49471.6211 - mean_absolute_error: 186.3746 - val_loss: 90990.6413 - val_mean_absolute_error: 281.9943 Epoch 337/5000 148/148 [==============================] - 0s 34us/step - loss: 49162.6484 - mean_absolute_error: 185.7457 - val_loss: 90512.7106 - val_mean_absolute_error: 281.2025 Epoch 338/5000 148/148 [==============================] - 0s 27us/step - loss: 48853.4141 - mean_absolute_error: 185.1152 - val_loss: 90034.6510 - val_mean_absolute_error: 280.4078 Epoch 339/5000 148/148 [==============================] - 0s 34us/step - loss: 48544.4102 - mean_absolute_error: 184.4825 - val_loss: 89557.0367 - val_mean_absolute_error: 279.6112 Epoch 340/5000 148/148 [==============================] - 0s 41us/step - loss: 48236.0117 - mean_absolute_error: 183.8482 - val_loss: 89079.4402 - val_mean_absolute_error: 278.8118 Epoch 341/5000 148/148 [==============================] - 0s 27us/step - loss: 47927.8125 - mean_absolute_error: 183.2116 - val_loss: 88601.9238 - val_mean_absolute_error: 278.0099 Epoch 342/5000 148/148 [==============================] - 0s 34us/step - loss: 47619.8555 - mean_absolute_error: 182.5727 - val_loss: 88124.5873 - val_mean_absolute_error: 277.2106 Epoch 343/5000 148/148 [==============================] - 0s 34us/step - loss: 47312.2148 - mean_absolute_error: 181.9317 - val_loss: 87647.3765 - val_mean_absolute_error: 276.4107 Epoch 344/5000 148/148 [==============================] - 0s 34us/step - loss: 47004.9141 - mean_absolute_error: 181.2894 - val_loss: 87169.6940 - val_mean_absolute_error: 275.6073 Epoch 345/5000 148/148 [==============================] - 0s 27us/step - loss: 46697.4922 - mean_absolute_error: 180.6455 - val_loss: 86692.2142 - val_mean_absolute_error: 274.8013 Epoch 346/5000 148/148 [==============================] - 0s 27us/step - loss: 46390.4141 - mean_absolute_error: 179.9995 - val_loss: 86215.4823 - val_mean_absolute_error: 273.9937 Epoch 347/5000 148/148 [==============================] - 0s 27us/step - loss: 46084.0742 - mean_absolute_error: 179.3517 - val_loss: 85738.3519 - val_mean_absolute_error: 273.1825 Epoch 348/5000 148/148 [==============================] - 0s 27us/step - loss: 45777.8203 - mean_absolute_error: 178.7011 - val_loss: 85261.5117 - val_mean_absolute_error: 272.3689 Epoch 349/5000 148/148 [==============================] - 0s 34us/step - loss: 45472.0664 - mean_absolute_error: 178.0488 - val_loss: 84785.5583 - val_mean_absolute_error: 271.5538 Epoch 350/5000 148/148 [==============================] - 0s 27us/step - loss: 45167.2070 - mean_absolute_error: 177.3954 - val_loss: 84309.9652 - val_mean_absolute_error: 270.7362 Epoch 351/5000 148/148 [==============================] - 0s 27us/step - loss: 44862.9102 - mean_absolute_error: 176.7403 - val_loss: 83834.7702 - val_mean_absolute_error: 269.9164 Epoch 352/5000 148/148 [==============================] - 0s 27us/step - loss: 44559.2070 - mean_absolute_error: 176.0834 - val_loss: 83360.0500 - val_mean_absolute_error: 269.0944 Epoch 353/5000 148/148 [==============================] - 0s 41us/step - loss: 44256.1172 - mean_absolute_error: 175.4247 - val_loss: 82885.8123 - val_mean_absolute_error: 268.2701 Epoch 354/5000 148/148 [==============================] - 0s 41us/step - loss: 43953.6562 - mean_absolute_error: 174.7651 - val_loss: 82412.1033 - val_mean_absolute_error: 267.4436 Epoch 355/5000 148/148 [==============================] - 0s 27us/step - loss: 43651.7852 - mean_absolute_error: 174.1062 - val_loss: 81938.4113 - val_mean_absolute_error: 266.6140 Epoch 356/5000 148/148 [==============================] - 0s 27us/step - loss: 43350.1523 - mean_absolute_error: 173.4468 - val_loss: 81465.7067 - val_mean_absolute_error: 265.7829 Epoch 357/5000 148/148 [==============================] - 0s 27us/step - loss: 43049.2266 - mean_absolute_error: 172.7860 - val_loss: 80992.8927 - val_mean_absolute_error: 264.9485 Epoch 358/5000 148/148 [==============================] - 0s 41us/step - loss: 42748.5117 - mean_absolute_error: 172.1224 - val_loss: 80520.5373 - val_mean_absolute_error: 264.1117 Epoch 359/5000 148/148 [==============================] - 0s 27us/step - loss: 42448.3633 - mean_absolute_error: 171.4569 - val_loss: 80049.2675 - val_mean_absolute_error: 263.2736 Epoch 360/5000 148/148 [==============================] - 0s 34us/step - loss: 42149.2695 - mean_absolute_error: 170.7903 - val_loss: 79578.6717 - val_mean_absolute_error: 262.4334 Epoch 361/5000 148/148 [==============================] - 0s 34us/step - loss: 41850.8750 - mean_absolute_error: 170.1219 - val_loss: 79108.0063 - val_mean_absolute_error: 261.5898 Epoch 362/5000 148/148 [==============================] - 0s 34us/step - loss: 41552.7891 - mean_absolute_error: 169.4509 - val_loss: 78638.5419 - val_mean_absolute_error: 260.7451 Epoch 363/5000 148/148 [==============================] - 0s 41us/step - loss: 41255.7773 - mean_absolute_error: 168.7788 - val_loss: 78169.1321 - val_mean_absolute_error: 259.8971 Epoch 364/5000 148/148 [==============================] - 0s 27us/step - loss: 40959.2031 - mean_absolute_error: 168.1041 - val_loss: 77700.3417 - val_mean_absolute_error: 259.0469 Epoch 365/5000 148/148 [==============================] - 0s 27us/step - loss: 40663.4883 - mean_absolute_error: 167.4279 - val_loss: 77232.8369 - val_mean_absolute_error: 258.1956 Epoch 366/5000 148/148 [==============================] - 0s 27us/step - loss: 40369.0117 - mean_absolute_error: 166.7509 - val_loss: 76765.6710 - val_mean_absolute_error: 257.3414 Epoch 367/5000 148/148 [==============================] - 0s 34us/step - loss: 40075.1172 - mean_absolute_error: 166.0722 - val_loss: 76299.9592 - val_mean_absolute_error: 256.4865 Epoch 368/5000 148/148 [==============================] - 0s 27us/step - loss: 39782.4727 - mean_absolute_error: 165.3938 - val_loss: 75835.1817 - val_mean_absolute_error: 255.6298 Epoch 369/5000 148/148 [==============================] - 0s 34us/step - loss: 39490.7109 - mean_absolute_error: 164.7139 - val_loss: 75370.7800 - val_mean_absolute_error: 254.7702 Epoch 370/5000 148/148 [==============================] - 0s 34us/step - loss: 39199.4453 - mean_absolute_error: 164.0314 - val_loss: 74907.8790 - val_mean_absolute_error: 253.9097 Epoch 371/5000 148/148 [==============================] - 0s 20us/step - loss: 38909.4688 - mean_absolute_error: 163.3481 - val_loss: 74445.4217 - val_mean_absolute_error: 253.0463 Epoch 372/5000 148/148 [==============================] - 0s 27us/step - loss: 38620.2109 - mean_absolute_error: 162.6627 - val_loss: 73984.4162 - val_mean_absolute_error: 252.1821 Epoch 373/5000 148/148 [==============================] - 0s 34us/step - loss: 38332.3320 - mean_absolute_error: 161.9768 - val_loss: 73524.3269 - val_mean_absolute_error: 251.3190 Epoch 374/5000 148/148 [==============================] - 0s 27us/step - loss: 38045.4180 - mean_absolute_error: 161.2895 - val_loss: 73064.5590 - val_mean_absolute_error: 250.4602 Epoch 375/5000 148/148 [==============================] - 0s 34us/step - loss: 37759.2188 - mean_absolute_error: 160.6000 - val_loss: 72606.4548 - val_mean_absolute_error: 249.6009 Epoch 376/5000 148/148 [==============================] - 0s 34us/step - loss: 37474.1836 - mean_absolute_error: 159.9095 - val_loss: 72149.3194 - val_mean_absolute_error: 248.7397 Epoch 377/5000 148/148 [==============================] - 0s 20us/step - loss: 37189.9258 - mean_absolute_error: 159.2169 - val_loss: 71693.1892 - val_mean_absolute_error: 247.8769 Epoch 378/5000 148/148 [==============================] - 0s 41us/step - loss: 36906.7305 - mean_absolute_error: 158.5228 - val_loss: 71238.1871 - val_mean_absolute_error: 247.0124 Epoch 379/5000 148/148 [==============================] - 0s 27us/step - loss: 36624.6875 - mean_absolute_error: 157.8396 - val_loss: 70783.8773 - val_mean_absolute_error: 246.1456 Epoch 380/5000 148/148 [==============================] - 0s 27us/step - loss: 36343.5312 - mean_absolute_error: 157.1548 - val_loss: 70330.7627 - val_mean_absolute_error: 245.2772 Epoch 381/5000 148/148 [==============================] - 0s 27us/step - loss: 36063.5898 - mean_absolute_error: 156.4691 - val_loss: 69879.4238 - val_mean_absolute_error: 244.4083 Epoch 382/5000 148/148 [==============================] - 0s 34us/step - loss: 35785.2109 - mean_absolute_error: 155.7832 - val_loss: 69429.4021 - val_mean_absolute_error: 243.5382 Epoch 383/5000 148/148 [==============================] - 0s 27us/step - loss: 35508.0117 - mean_absolute_error: 155.1030 - val_loss: 68980.7198 - val_mean_absolute_error: 242.6667 Epoch 384/5000 148/148 [==============================] - 0s 27us/step - loss: 35232.0195 - mean_absolute_error: 154.4260 - val_loss: 68533.1915 - val_mean_absolute_error: 241.7938 Epoch 385/5000 148/148 [==============================] - 0s 34us/step - loss: 34957.3164 - mean_absolute_error: 153.7482 - val_loss: 68087.1556 - val_mean_absolute_error: 240.9198 Epoch 386/5000 148/148 [==============================] - 0s 34us/step - loss: 34683.9570 - mean_absolute_error: 153.0698 - val_loss: 67642.6890 - val_mean_absolute_error: 240.0449 Epoch 387/5000 148/148 [==============================] - 0s 27us/step - loss: 34411.9375 - mean_absolute_error: 152.3908 - val_loss: 67199.7675 - val_mean_absolute_error: 239.1692 Epoch 388/5000 148/148 [==============================] - 0s 27us/step - loss: 34141.2812 - mean_absolute_error: 151.7113 - val_loss: 66758.3902 - val_mean_absolute_error: 238.2925 Epoch 389/5000 148/148 [==============================] - 0s 27us/step - loss: 33872.0000 - mean_absolute_error: 151.0310 - val_loss: 66318.5108 - val_mean_absolute_error: 237.4147 Epoch 390/5000 148/148 [==============================] - 0s 34us/step - loss: 33604.1367 - mean_absolute_error: 150.3501 - val_loss: 65880.1835 - val_mean_absolute_error: 236.5357 Epoch 391/5000 148/148 [==============================] - 0s 34us/step - loss: 33337.7188 - mean_absolute_error: 149.6685 - val_loss: 65443.5154 - val_mean_absolute_error: 235.6557 Epoch 392/5000 148/148 [==============================] - 0s 27us/step - loss: 33072.7383 - mean_absolute_error: 148.9864 - val_loss: 65008.5259 - val_mean_absolute_error: 234.7751 Epoch 393/5000 148/148 [==============================] - 0s 27us/step - loss: 32809.1836 - mean_absolute_error: 148.3039 - val_loss: 64575.0839 - val_mean_absolute_error: 233.8936 Epoch 394/5000 148/148 [==============================] - 0s 27us/step - loss: 32546.9824 - mean_absolute_error: 147.6207 - val_loss: 64143.3553 - val_mean_absolute_error: 233.0114 Epoch 395/5000 148/148 [==============================] - 0s 41us/step - loss: 32286.2227 - mean_absolute_error: 146.9371 - val_loss: 63713.3688 - val_mean_absolute_error: 232.1286 Epoch 396/5000 148/148 [==============================] - 0s 27us/step - loss: 32026.9824 - mean_absolute_error: 146.2532 - val_loss: 63285.1357 - val_mean_absolute_error: 231.2453 Epoch 397/5000 148/148 [==============================] - 0s 27us/step - loss: 31769.2695 - mean_absolute_error: 145.5691 - val_loss: 62858.6601 - val_mean_absolute_error: 230.3614 Epoch 398/5000 148/148 [==============================] - 0s 27us/step - loss: 31513.0605 - mean_absolute_error: 144.8846 - val_loss: 62433.5966 - val_mean_absolute_error: 229.4763 Epoch 399/5000 148/148 [==============================] - 0s 34us/step - loss: 31258.1113 - mean_absolute_error: 144.1992 - val_loss: 62010.8289 - val_mean_absolute_error: 228.5916 Epoch 400/5000 148/148 [==============================] - 0s 47us/step - loss: 31005.0039 - mean_absolute_error: 143.5144 - val_loss: 61589.9564 - val_mean_absolute_error: 227.7064 Epoch 401/5000 148/148 [==============================] - 0s 34us/step - loss: 30753.3438 - mean_absolute_error: 142.8299 - val_loss: 61170.9399 - val_mean_absolute_error: 226.8210 Epoch 402/5000 148/148 [==============================] - 0s 27us/step - loss: 30503.2324 - mean_absolute_error: 142.1470 - val_loss: 60753.7913 - val_mean_absolute_error: 225.9377 Epoch 403/5000 148/148 [==============================] - 0s 34us/step - loss: 30254.7461 - mean_absolute_error: 141.4640 - val_loss: 60338.4944 - val_mean_absolute_error: 225.0657 Epoch 404/5000 148/148 [==============================] - 0s 27us/step - loss: 30007.9062 - mean_absolute_error: 140.7811 - val_loss: 59925.0452 - val_mean_absolute_error: 224.1935 Epoch 405/5000 148/148 [==============================] - 0s 34us/step - loss: 29762.7324 - mean_absolute_error: 140.0986 - val_loss: 59513.5866 - val_mean_absolute_error: 223.3211 Epoch 406/5000 148/148 [==============================] - 0s 20us/step - loss: 29519.2441 - mean_absolute_error: 139.4163 - val_loss: 59104.1720 - val_mean_absolute_error: 222.4489 Epoch 407/5000 148/148 [==============================] - 0s 34us/step - loss: 29277.4531 - mean_absolute_error: 138.7343 - val_loss: 58696.4292 - val_mean_absolute_error: 221.5758 Epoch 408/5000 148/148 [==============================] - 0s 27us/step - loss: 29037.1191 - mean_absolute_error: 138.0518 - val_loss: 58291.1800 - val_mean_absolute_error: 220.7037 Epoch 409/5000 148/148 [==============================] - 0s 27us/step - loss: 28798.6855 - mean_absolute_error: 137.3704 - val_loss: 57888.0198 - val_mean_absolute_error: 219.8317 Epoch 410/5000 148/148 [==============================] - 0s 27us/step - loss: 28561.8984 - mean_absolute_error: 136.7002 - val_loss: 57486.3756 - val_mean_absolute_error: 218.9588 Epoch 411/5000 148/148 [==============================] - 0s 41us/step - loss: 28326.5273 - mean_absolute_error: 136.0336 - val_loss: 57087.1831 - val_mean_absolute_error: 218.0868 Epoch 412/5000 148/148 [==============================] - 0s 27us/step - loss: 28093.1094 - mean_absolute_error: 135.3680 - val_loss: 56689.8056 - val_mean_absolute_error: 217.2143 Epoch 413/5000 148/148 [==============================] - 0s 34us/step - loss: 27861.2246 - mean_absolute_error: 134.7023 - val_loss: 56294.9873 - val_mean_absolute_error: 216.3430 Epoch 414/5000 148/148 [==============================] - 0s 27us/step - loss: 27631.3301 - mean_absolute_error: 134.0403 - val_loss: 55902.3597 - val_mean_absolute_error: 215.4719 Epoch 415/5000 148/148 [==============================] - 0s 27us/step - loss: 27403.1621 - mean_absolute_error: 133.3848 - val_loss: 55511.9451 - val_mean_absolute_error: 214.6013 Epoch 416/5000 148/148 [==============================] - 0s 41us/step - loss: 27176.7324 - mean_absolute_error: 132.7296 - val_loss: 55123.7380 - val_mean_absolute_error: 213.7310 Epoch 417/5000 148/148 [==============================] - 0s 27us/step - loss: 26952.0723 - mean_absolute_error: 132.0750 - val_loss: 54737.7295 - val_mean_absolute_error: 212.8613 Epoch 418/5000 148/148 [==============================] - 0s 27us/step - loss: 26729.0176 - mean_absolute_error: 131.4205 - val_loss: 54353.8559 - val_mean_absolute_error: 211.9918 Epoch 419/5000 148/148 [==============================] - 0s 41us/step - loss: 26507.6309 - mean_absolute_error: 130.7679 - val_loss: 53971.8717 - val_mean_absolute_error: 211.1221 Epoch 420/5000 148/148 [==============================] - 0s 27us/step - loss: 26287.8320 - mean_absolute_error: 130.1152 - val_loss: 53592.0822 - val_mean_absolute_error: 210.2528 Epoch 421/5000 148/148 [==============================] - 0s 27us/step - loss: 26069.7773 - mean_absolute_error: 129.4631 - val_loss: 53214.3246 - val_mean_absolute_error: 209.3837 Epoch 422/5000 148/148 [==============================] - 0s 34us/step - loss: 25853.4434 - mean_absolute_error: 128.8113 - val_loss: 52838.7281 - val_mean_absolute_error: 208.5151 Epoch 423/5000 148/148 [==============================] - 0s 34us/step - loss: 25638.9141 - mean_absolute_error: 128.1600 - val_loss: 52465.3849 - val_mean_absolute_error: 207.6471 Epoch 424/5000 148/148 [==============================] - 0s 27us/step - loss: 25426.2188 - mean_absolute_error: 127.5095 - val_loss: 52094.6540 - val_mean_absolute_error: 206.7805 Epoch 425/5000 148/148 [==============================] - 0s 34us/step - loss: 25215.5723 - mean_absolute_error: 126.8604 - val_loss: 51726.0431 - val_mean_absolute_error: 205.9144 Epoch 426/5000 148/148 [==============================] - 0s 20us/step - loss: 25006.7188 - mean_absolute_error: 126.2120 - val_loss: 51359.4296 - val_mean_absolute_error: 205.0483 Epoch 427/5000 148/148 [==============================] - 0s 27us/step - loss: 24799.5352 - mean_absolute_error: 125.5640 - val_loss: 50995.4962 - val_mean_absolute_error: 204.1840 Epoch 428/5000 148/148 [==============================] - 0s 34us/step - loss: 24594.4316 - mean_absolute_error: 124.9176 - val_loss: 50634.0428 - val_mean_absolute_error: 203.3210 Epoch 429/5000 148/148 [==============================] - 0s 34us/step - loss: 24391.1562 - mean_absolute_error: 124.2723 - val_loss: 50275.0384 - val_mean_absolute_error: 202.4591 Epoch 430/5000 148/148 [==============================] - 0s 27us/step - loss: 24189.6914 - mean_absolute_error: 123.6277 - val_loss: 49918.4936 - val_mean_absolute_error: 201.5985 Epoch 431/5000 148/148 [==============================] - 0s 41us/step - loss: 23990.0508 - mean_absolute_error: 122.9839 - val_loss: 49564.2970 - val_mean_absolute_error: 200.7389 Epoch 432/5000 148/148 [==============================] - 0s 34us/step - loss: 23792.2188 - mean_absolute_error: 122.3410 - val_loss: 49212.5480 - val_mean_absolute_error: 199.8806 Epoch 433/5000 148/148 [==============================] - 0s 27us/step - loss: 23596.2656 - mean_absolute_error: 121.6994 - val_loss: 48863.3271 - val_mean_absolute_error: 199.0238 Epoch 434/5000 148/148 [==============================] - 0s 34us/step - loss: 23402.2129 - mean_absolute_error: 121.0653 - val_loss: 48516.6301 - val_mean_absolute_error: 198.1684 Epoch 435/5000 148/148 [==============================] - 0s 20us/step - loss: 23210.0586 - mean_absolute_error: 120.4426 - val_loss: 48172.1537 - val_mean_absolute_error: 197.3139 Epoch 436/5000 148/148 [==============================] - 0s 34us/step - loss: 23019.6113 - mean_absolute_error: 119.8205 - val_loss: 47830.2618 - val_mean_absolute_error: 196.4610 Epoch 437/5000 148/148 [==============================] - 0s 34us/step - loss: 22831.0684 - mean_absolute_error: 119.1999 - val_loss: 47490.9546 - val_mean_absolute_error: 195.6099 Epoch 438/5000 148/148 [==============================] - 0s 27us/step - loss: 22644.4375 - mean_absolute_error: 118.5808 - val_loss: 47154.4994 - val_mean_absolute_error: 194.7611 Epoch 439/5000 148/148 [==============================] - 0s 27us/step - loss: 22459.8906 - mean_absolute_error: 117.9638 - val_loss: 46820.2984 - val_mean_absolute_error: 193.9130 Epoch 440/5000 148/148 [==============================] - 0s 27us/step - loss: 22277.0898 - mean_absolute_error: 117.3480 - val_loss: 46488.9760 - val_mean_absolute_error: 193.0676 Epoch 441/5000 148/148 [==============================] - 0s 41us/step - loss: 22096.3594 - mean_absolute_error: 116.7343 - val_loss: 46160.2853 - val_mean_absolute_error: 192.2241 Epoch 442/5000 148/148 [==============================] - 0s 34us/step - loss: 21917.5430 - mean_absolute_error: 116.1224 - val_loss: 45833.8077 - val_mean_absolute_error: 191.3816 Epoch 443/5000 148/148 [==============================] - 0s 27us/step - loss: 21740.4805 - mean_absolute_error: 115.5120 - val_loss: 45510.2176 - val_mean_absolute_error: 190.5418 Epoch 444/5000 148/148 [==============================] - 0s 27us/step - loss: 21565.4883 - mean_absolute_error: 114.9039 - val_loss: 45189.2772 - val_mean_absolute_error: 189.7043 Epoch 445/5000 148/148 [==============================] - 0s 34us/step - loss: 21392.3848 - mean_absolute_error: 114.2977 - val_loss: 44870.9176 - val_mean_absolute_error: 188.8688 Epoch 446/5000 148/148 [==============================] - 0s 47us/step - loss: 21221.1680 - mean_absolute_error: 113.6933 - val_loss: 44554.9779 - val_mean_absolute_error: 188.0350 Epoch 447/5000 148/148 [==============================] - 0s 34us/step - loss: 21051.6934 - mean_absolute_error: 113.0903 - val_loss: 44241.7377 - val_mean_absolute_error: 187.2035 Epoch 448/5000 148/148 [==============================] - 0s 41us/step - loss: 20884.1230 - mean_absolute_error: 112.4892 - val_loss: 43931.4599 - val_mean_absolute_error: 186.3833 Epoch 449/5000 148/148 [==============================] - 0s 20us/step - loss: 20718.5840 - mean_absolute_error: 111.8906 - val_loss: 43623.8491 - val_mean_absolute_error: 185.5699 Epoch 450/5000 148/148 [==============================] - 0s 34us/step - loss: 20554.9219 - mean_absolute_error: 111.2940 - val_loss: 43318.8592 - val_mean_absolute_error: 184.7588 Epoch 451/5000 148/148 [==============================] - 0s 27us/step - loss: 20393.1445 - mean_absolute_error: 110.6995 - val_loss: 43016.4581 - val_mean_absolute_error: 183.9502 Epoch 452/5000 148/148 [==============================] - 0s 27us/step - loss: 20233.2441 - mean_absolute_error: 110.1072 - val_loss: 42716.7269 - val_mean_absolute_error: 183.1442 Epoch 453/5000 148/148 [==============================] - 0s 27us/step - loss: 20075.2109 - mean_absolute_error: 109.5170 - val_loss: 42419.6496 - val_mean_absolute_error: 182.3407 Epoch 454/5000 148/148 [==============================] - 0s 20us/step - loss: 19919.0430 - mean_absolute_error: 108.9292 - val_loss: 42124.9509 - val_mean_absolute_error: 181.5409 Epoch 455/5000 148/148 [==============================] - 0s 41us/step - loss: 19764.6016 - mean_absolute_error: 108.3562 - val_loss: 41832.9290 - val_mean_absolute_error: 180.7522 Epoch 456/5000 148/148 [==============================] - 0s 27us/step - loss: 19612.0117 - mean_absolute_error: 107.7855 - val_loss: 41543.8318 - val_mean_absolute_error: 179.9669 Epoch 457/5000 148/148 [==============================] - 0s 27us/step - loss: 19461.3965 - mean_absolute_error: 107.2176 - val_loss: 41257.4147 - val_mean_absolute_error: 179.1884 Epoch 458/5000 148/148 [==============================] - 0s 27us/step - loss: 19312.5957 - mean_absolute_error: 106.6521 - val_loss: 40973.6668 - val_mean_absolute_error: 178.4247 Epoch 459/5000 148/148 [==============================] - 0s 27us/step - loss: 19165.6055 - mean_absolute_error: 106.0890 - val_loss: 40692.5793 - val_mean_absolute_error: 177.6638 Epoch 460/5000 148/148 [==============================] - 0s 41us/step - loss: 19020.4355 - mean_absolute_error: 105.5283 - val_loss: 40414.1483 - val_mean_absolute_error: 176.9059 Epoch 461/5000 148/148 [==============================] - 0s 27us/step - loss: 18877.0684 - mean_absolute_error: 104.9702 - val_loss: 40138.3973 - val_mean_absolute_error: 176.1509 Epoch 462/5000 148/148 [==============================] - 0s 27us/step - loss: 18735.5000 - mean_absolute_error: 104.4145 - val_loss: 39865.1831 - val_mean_absolute_error: 175.3986 Epoch 463/5000 148/148 [==============================] - 0s 34us/step - loss: 18595.7188 - mean_absolute_error: 103.8615 - val_loss: 39594.5795 - val_mean_absolute_error: 174.6493 Epoch 464/5000 148/148 [==============================] - 0s 27us/step - loss: 18457.6934 - mean_absolute_error: 103.3110 - val_loss: 39326.5900 - val_mean_absolute_error: 173.9029 Epoch 465/5000 148/148 [==============================] - 0s 47us/step - loss: 18321.4219 - mean_absolute_error: 102.7631 - val_loss: 39061.2029 - val_mean_absolute_error: 173.1594 Epoch 466/5000 148/148 [==============================] - 0s 27us/step - loss: 18186.9082 - mean_absolute_error: 102.2178 - val_loss: 38798.3334 - val_mean_absolute_error: 172.4211 Epoch 467/5000 148/148 [==============================] - 0s 34us/step - loss: 18054.1387 - mean_absolute_error: 101.6751 - val_loss: 38538.0625 - val_mean_absolute_error: 171.6863 Epoch 468/5000 148/148 [==============================] - 0s 27us/step - loss: 17923.0996 - mean_absolute_error: 101.1352 - val_loss: 38280.3867 - val_mean_absolute_error: 170.9546 Epoch 469/5000 148/148 [==============================] - 0s 40us/step - loss: 17793.7832 - mean_absolute_error: 100.5980 - val_loss: 38025.3169 - val_mean_absolute_error: 170.2261 Epoch 470/5000 148/148 [==============================] - 0s 34us/step - loss: 17666.1875 - mean_absolute_error: 100.0636 - val_loss: 37772.8491 - val_mean_absolute_error: 169.5010 Epoch 471/5000 148/148 [==============================] - 0s 41us/step - loss: 17540.2930 - mean_absolute_error: 99.5321 - val_loss: 37522.8262 - val_mean_absolute_error: 168.7790 Epoch 472/5000 148/148 [==============================] - 0s 27us/step - loss: 17416.0645 - mean_absolute_error: 99.0096 - val_loss: 37275.2322 - val_mean_absolute_error: 168.0600 Epoch 473/5000 148/148 [==============================] - 0s 34us/step - loss: 17293.5039 - mean_absolute_error: 98.4988 - val_loss: 37030.1868 - val_mean_absolute_error: 167.3443 Epoch 474/5000 148/148 [==============================] - 0s 27us/step - loss: 17172.6055 - mean_absolute_error: 97.9908 - val_loss: 36787.5031 - val_mean_absolute_error: 166.6313 Epoch 475/5000 148/148 [==============================] - 0s 34us/step - loss: 17053.2539 - mean_absolute_error: 97.4851 - val_loss: 36547.5625 - val_mean_absolute_error: 165.9224 Epoch 476/5000 148/148 [==============================] - 0s 34us/step - loss: 16935.6387 - mean_absolute_error: 96.9944 - val_loss: 36310.1551 - val_mean_absolute_error: 165.2170 Epoch 477/5000 148/148 [==============================] - 0s 27us/step - loss: 16819.6484 - mean_absolute_error: 96.5226 - val_loss: 36075.0324 - val_mean_absolute_error: 164.5143 Epoch 478/5000 148/148 [==============================] - 0s 27us/step - loss: 16705.1719 - mean_absolute_error: 96.0551 - val_loss: 35842.4084 - val_mean_absolute_error: 163.8156 Epoch 479/5000 148/148 [==============================] - 0s 27us/step - loss: 16592.2734 - mean_absolute_error: 95.5901 - val_loss: 35612.2873 - val_mean_absolute_error: 163.1215 Epoch 480/5000 148/148 [==============================] - 0s 41us/step - loss: 16480.9414 - mean_absolute_error: 95.1411 - val_loss: 35384.8136 - val_mean_absolute_error: 162.4315 Epoch 481/5000 148/148 [==============================] - 0s 27us/step - loss: 16371.2666 - mean_absolute_error: 94.6981 - val_loss: 35159.8092 - val_mean_absolute_error: 161.7451 Epoch 482/5000 148/148 [==============================] - 0s 27us/step - loss: 16263.1387 - mean_absolute_error: 94.2577 - val_loss: 34937.2158 - val_mean_absolute_error: 161.0623 Epoch 483/5000 148/148 [==============================] - 0s 34us/step - loss: 16156.5215 - mean_absolute_error: 93.8200 - val_loss: 34716.8740 - val_mean_absolute_error: 160.3827 Epoch 484/5000 148/148 [==============================] - 0s 34us/step - loss: 16051.3398 - mean_absolute_error: 93.3846 - val_loss: 34498.9083 - val_mean_absolute_error: 159.7065 Epoch 485/5000 148/148 [==============================] - 0s 34us/step - loss: 15947.6660 - mean_absolute_error: 92.9628 - val_loss: 34283.5095 - val_mean_absolute_error: 159.0347 Epoch 486/5000 148/148 [==============================] - 0s 34us/step - loss: 15845.5693 - mean_absolute_error: 92.5456 - val_loss: 34070.4732 - val_mean_absolute_error: 158.3668 Epoch 487/5000 148/148 [==============================] - 0s 34us/step - loss: 15744.9512 - mean_absolute_error: 92.1309 - val_loss: 33859.7958 - val_mean_absolute_error: 157.7026 Epoch 488/5000 148/148 [==============================] - 0s 34us/step - loss: 15645.7920 - mean_absolute_error: 91.7189 - val_loss: 33651.4933 - val_mean_absolute_error: 157.0423 Epoch 489/5000 148/148 [==============================] - 0s 34us/step - loss: 15548.0811 - mean_absolute_error: 91.3094 - val_loss: 33445.3732 - val_mean_absolute_error: 156.3853 Epoch 490/5000 148/148 [==============================] - 0s 20us/step - loss: 15451.7295 - mean_absolute_error: 90.9022 - val_loss: 33241.7660 - val_mean_absolute_error: 155.7327 Epoch 491/5000 148/148 [==============================] - 0s 34us/step - loss: 15356.8779 - mean_absolute_error: 90.4981 - val_loss: 33040.3219 - val_mean_absolute_error: 155.0834 Epoch 492/5000 148/148 [==============================] - 0s 27us/step - loss: 15263.3584 - mean_absolute_error: 90.0963 - val_loss: 32841.3427 - val_mean_absolute_error: 154.4384 Epoch 493/5000 148/148 [==============================] - 0s 20us/step - loss: 15171.3037 - mean_absolute_error: 89.6976 - val_loss: 32644.6339 - val_mean_absolute_error: 153.7972 Epoch 494/5000 148/148 [==============================] - 0s 34us/step - loss: 15080.6270 - mean_absolute_error: 89.3016 - val_loss: 32450.2242 - val_mean_absolute_error: 153.1602 Epoch 495/5000 148/148 [==============================] - 0s 34us/step - loss: 14991.3145 - mean_absolute_error: 88.9084 - val_loss: 32258.0735 - val_mean_absolute_error: 152.5271 Epoch 496/5000 148/148 [==============================] - 0s 27us/step - loss: 14903.3447 - mean_absolute_error: 88.5179 - val_loss: 32068.1870 - val_mean_absolute_error: 151.8980 Epoch 497/5000 148/148 [==============================] - 0s 34us/step - loss: 14816.7041 - mean_absolute_error: 88.1302 - val_loss: 31880.5479 - val_mean_absolute_error: 151.2730 Epoch 498/5000 148/148 [==============================] - 0s 27us/step - loss: 14731.3799 - mean_absolute_error: 87.7453 - val_loss: 31694.9943 - val_mean_absolute_error: 150.6559 Epoch 499/5000 148/148 [==============================] - 0s 27us/step - loss: 14647.2686 - mean_absolute_error: 87.3628 - val_loss: 31511.6223 - val_mean_absolute_error: 150.0536 Epoch 500/5000 148/148 [==============================] - 0s 41us/step - loss: 14564.4395 - mean_absolute_error: 86.9830 - val_loss: 31330.5683 - val_mean_absolute_error: 149.4558 Epoch 501/5000 148/148 [==============================] - 0s 27us/step - loss: 14482.9375 - mean_absolute_error: 86.6132 - val_loss: 31151.6553 - val_mean_absolute_error: 148.8620 Epoch 502/5000 148/148 [==============================] - 0s 27us/step - loss: 14402.6807 - mean_absolute_error: 86.2533 - val_loss: 30974.8621 - val_mean_absolute_error: 148.2721 Epoch 503/5000 148/148 [==============================] - 0s 40us/step - loss: 14323.6592 - mean_absolute_error: 85.9009 - val_loss: 30800.1907 - val_mean_absolute_error: 147.6862 Epoch 504/5000 148/148 [==============================] - 0s 20us/step - loss: 14245.8535 - mean_absolute_error: 85.5579 - val_loss: 30627.6255 - val_mean_absolute_error: 147.1044 Epoch 505/5000 148/148 [==============================] - 0s 34us/step - loss: 14169.2480 - mean_absolute_error: 85.2174 - val_loss: 30457.1573 - val_mean_absolute_error: 146.5267 Epoch 506/5000 148/148 [==============================] - 0s 34us/step - loss: 14093.8340 - mean_absolute_error: 84.8796 - val_loss: 30288.5817 - val_mean_absolute_error: 145.9526 Epoch 507/5000 148/148 [==============================] - 0s 27us/step - loss: 14019.5322 - mean_absolute_error: 84.5441 - val_loss: 30122.1794 - val_mean_absolute_error: 145.3830 Epoch 508/5000 148/148 [==============================] - 0s 34us/step - loss: 13946.4424 - mean_absolute_error: 84.2114 - val_loss: 29957.8047 - val_mean_absolute_error: 144.8174 Epoch 509/5000 148/148 [==============================] - 0s 27us/step - loss: 13874.4951 - mean_absolute_error: 83.8814 - val_loss: 29795.3228 - val_mean_absolute_error: 144.2555 Epoch 510/5000 148/148 [==============================] - 0s 27us/step - loss: 13803.6162 - mean_absolute_error: 83.5537 - val_loss: 29634.8347 - val_mean_absolute_error: 143.6979 Epoch 511/5000 148/148 [==============================] - 0s 41us/step - loss: 13733.9023 - mean_absolute_error: 83.2288 - val_loss: 29476.1555 - val_mean_absolute_error: 143.1440 Epoch 512/5000 148/148 [==============================] - 0s 27us/step - loss: 13665.2305 - mean_absolute_error: 82.9063 - val_loss: 29319.4716 - val_mean_absolute_error: 142.5945 Epoch 513/5000 148/148 [==============================] - 0s 27us/step - loss: 13597.6885 - mean_absolute_error: 82.5868 - val_loss: 29164.5251 - val_mean_absolute_error: 142.0486 Epoch 514/5000 148/148 [==============================] - 0s 27us/step - loss: 13531.1592 - mean_absolute_error: 82.2695 - val_loss: 29011.5723 - val_mean_absolute_error: 141.5162 Epoch 515/5000 148/148 [==============================] - 0s 27us/step - loss: 13465.7285 - mean_absolute_error: 81.9551 - val_loss: 28860.5254 - val_mean_absolute_error: 140.9976 Epoch 516/5000 148/148 [==============================] - 0s 27us/step - loss: 13401.3252 - mean_absolute_error: 81.6433 - val_loss: 28711.2235 - val_mean_absolute_error: 140.4825 Epoch 517/5000 148/148 [==============================] - 0s 47us/step - loss: 13337.8877 - mean_absolute_error: 81.3339 - val_loss: 28563.7851 - val_mean_absolute_error: 139.9714 Epoch 518/5000 148/148 [==============================] - 0s 20us/step - loss: 13275.4521 - mean_absolute_error: 81.0270 - val_loss: 28418.1873 - val_mean_absolute_error: 139.4641 Epoch 519/5000 148/148 [==============================] - 0s 20us/step - loss: 13214.0234 - mean_absolute_error: 80.7228 - val_loss: 28274.4603 - val_mean_absolute_error: 138.9609 Epoch 520/5000 148/148 [==============================] - 0s 34us/step - loss: 13153.6299 - mean_absolute_error: 80.4215 - val_loss: 28132.3180 - val_mean_absolute_error: 138.4632 Epoch 521/5000 148/148 [==============================] - 0s 41us/step - loss: 13094.1484 - mean_absolute_error: 80.1225 - val_loss: 27992.0422 - val_mean_absolute_error: 137.9776 Epoch 522/5000 148/148 [==============================] - 0s 34us/step - loss: 13035.6670 - mean_absolute_error: 79.8312 - val_loss: 27853.4974 - val_mean_absolute_error: 137.4957 Epoch 523/5000 148/148 [==============================] - 0s 34us/step - loss: 12978.1279 - mean_absolute_error: 79.5461 - val_loss: 27716.5471 - val_mean_absolute_error: 137.0171 Epoch 524/5000 148/148 [==============================] - 0s 27us/step - loss: 12921.4609 - mean_absolute_error: 79.2631 - val_loss: 27581.3902 - val_mean_absolute_error: 136.5424 Epoch 525/5000 148/148 [==============================] - 0s 27us/step - loss: 12865.7344 - mean_absolute_error: 78.9827 - val_loss: 27447.9044 - val_mean_absolute_error: 136.0715 Epoch 526/5000 148/148 [==============================] - 0s 34us/step - loss: 12810.8936 - mean_absolute_error: 78.7047 - val_loss: 27316.0818 - val_mean_absolute_error: 135.6044 Epoch 527/5000 148/148 [==============================] - 0s 27us/step - loss: 12756.9258 - mean_absolute_error: 78.4291 - val_loss: 27185.8994 - val_mean_absolute_error: 135.1427 Epoch 528/5000 148/148 [==============================] - 0s 27us/step - loss: 12703.8252 - mean_absolute_error: 78.1560 - val_loss: 27057.3303 - val_mean_absolute_error: 134.6919 Epoch 529/5000 148/148 [==============================] - 0s 27us/step - loss: 12651.5889 - mean_absolute_error: 77.8855 - val_loss: 26930.3719 - val_mean_absolute_error: 134.2532 Epoch 530/5000 148/148 [==============================] - 0s 27us/step - loss: 12600.1885 - mean_absolute_error: 77.6174 - val_loss: 26804.9811 - val_mean_absolute_error: 133.8180 Epoch 531/5000 148/148 [==============================] - 0s 41us/step - loss: 12549.6055 - mean_absolute_error: 77.3517 - val_loss: 26681.1531 - val_mean_absolute_error: 133.3862 Epoch 532/5000 148/148 [==============================] - 0s 34us/step - loss: 12499.8291 - mean_absolute_error: 77.0914 - val_loss: 26558.8669 - val_mean_absolute_error: 132.9579 Epoch 533/5000 148/148 [==============================] - 0s 27us/step - loss: 12450.8457 - mean_absolute_error: 76.8452 - val_loss: 26438.0292 - val_mean_absolute_error: 132.5378 Epoch 534/5000 148/148 [==============================] - 0s 27us/step - loss: 12402.6064 - mean_absolute_error: 76.6030 - val_loss: 26318.6483 - val_mean_absolute_error: 132.1263 Epoch 535/5000 148/148 [==============================] - 0s 27us/step - loss: 12355.1318 - mean_absolute_error: 76.3713 - val_loss: 26200.7480 - val_mean_absolute_error: 131.7190 Epoch 536/5000 148/148 [==============================] - 0s 20us/step - loss: 12308.4121 - mean_absolute_error: 76.1418 - val_loss: 26084.3383 - val_mean_absolute_error: 131.3216 Epoch 537/5000 148/148 [==============================] - 0s 27us/step - loss: 12262.4629 - mean_absolute_error: 75.9216 - val_loss: 25969.2805 - val_mean_absolute_error: 130.9296 Epoch 538/5000 148/148 [==============================] - 0s 41us/step - loss: 12217.2090 - mean_absolute_error: 75.7034 - val_loss: 25855.7153 - val_mean_absolute_error: 130.5468 Epoch 539/5000 148/148 [==============================] - 0s 20us/step - loss: 12172.6982 - mean_absolute_error: 75.4873 - val_loss: 25743.5044 - val_mean_absolute_error: 130.1671 Epoch 540/5000 148/148 [==============================] - 0s 27us/step - loss: 12128.8594 - mean_absolute_error: 75.2730 - val_loss: 25632.7742 - val_mean_absolute_error: 129.7908 Epoch 541/5000 148/148 [==============================] - 0s 27us/step - loss: 12085.7383 - mean_absolute_error: 75.0677 - val_loss: 25523.4086 - val_mean_absolute_error: 129.4178 Epoch 542/5000 148/148 [==============================] - 0s 47us/step - loss: 12043.2930 - mean_absolute_error: 74.8673 - val_loss: 25415.2446 - val_mean_absolute_error: 129.0476 Epoch 543/5000 148/148 [==============================] - 0s 20us/step - loss: 12001.4834 - mean_absolute_error: 74.6748 - val_loss: 25308.4821 - val_mean_absolute_error: 128.6809 Epoch 544/5000 148/148 [==============================] - 0s 34us/step - loss: 11960.3535 - mean_absolute_error: 74.4844 - val_loss: 25203.0538 - val_mean_absolute_error: 128.3173 Epoch 545/5000 148/148 [==============================] - 0s 27us/step - loss: 11919.8623 - mean_absolute_error: 74.2956 - val_loss: 25098.8755 - val_mean_absolute_error: 127.9567 Epoch 546/5000 148/148 [==============================] - 0s 27us/step - loss: 11879.9717 - mean_absolute_error: 74.1084 - val_loss: 24995.9146 - val_mean_absolute_error: 127.5991 Epoch 547/5000 148/148 [==============================] - 0s 34us/step - loss: 11840.6992 - mean_absolute_error: 73.9228 - val_loss: 24894.1947 - val_mean_absolute_error: 127.2446 Epoch 548/5000 148/148 [==============================] - 0s 34us/step - loss: 11802.0312 - mean_absolute_error: 73.7388 - val_loss: 24793.8115 - val_mean_absolute_error: 126.8934 Epoch 549/5000 148/148 [==============================] - 0s 34us/step - loss: 11763.9844 - mean_absolute_error: 73.5613 - val_loss: 24694.6846 - val_mean_absolute_error: 126.5455 Epoch 550/5000 148/148 [==============================] - 0s 27us/step - loss: 11726.5205 - mean_absolute_error: 73.3927 - val_loss: 24596.7890 - val_mean_absolute_error: 126.2007 Epoch 551/5000 148/148 [==============================] - 0s 27us/step - loss: 11689.6270 - mean_absolute_error: 73.2272 - val_loss: 24500.0411 - val_mean_absolute_error: 125.8588 Epoch 552/5000 148/148 [==============================] - 0s 34us/step - loss: 11653.2715 - mean_absolute_error: 73.0630 - val_loss: 24404.5621 - val_mean_absolute_error: 125.5202 Epoch 553/5000 148/148 [==============================] - 0s 27us/step - loss: 11617.4902 - mean_absolute_error: 72.9030 - val_loss: 24310.2066 - val_mean_absolute_error: 125.1844 Epoch 554/5000 148/148 [==============================] - 0s 34us/step - loss: 11582.2490 - mean_absolute_error: 72.7474 - val_loss: 24216.9640 - val_mean_absolute_error: 124.8514 Epoch 555/5000 148/148 [==============================] - 0s 27us/step - loss: 11547.5156 - mean_absolute_error: 72.5939 - val_loss: 24124.8658 - val_mean_absolute_error: 124.5215 Epoch 556/5000 148/148 [==============================] - 0s 34us/step - loss: 11513.3018 - mean_absolute_error: 72.4431 - val_loss: 24033.9690 - val_mean_absolute_error: 124.1961 Epoch 557/5000 148/148 [==============================] - 0s 27us/step - loss: 11479.6211 - mean_absolute_error: 72.2939 - val_loss: 23944.1821 - val_mean_absolute_error: 123.8801 Epoch 558/5000 148/148 [==============================] - 0s 27us/step - loss: 11446.4590 - mean_absolute_error: 72.1461 - val_loss: 23855.4917 - val_mean_absolute_error: 123.5686 Epoch 559/5000 148/148 [==============================] - 0s 27us/step - loss: 11413.7891 - mean_absolute_error: 72.0050 - val_loss: 23767.8213 - val_mean_absolute_error: 123.2596 Epoch 560/5000 148/148 [==============================] - 0s 34us/step - loss: 11381.5791 - mean_absolute_error: 71.8671 - val_loss: 23681.2791 - val_mean_absolute_error: 122.9558 Epoch 561/5000 148/148 [==============================] - 0s 34us/step - loss: 11349.8613 - mean_absolute_error: 71.7306 - val_loss: 23595.7926 - val_mean_absolute_error: 122.6575 Epoch 562/5000 148/148 [==============================] - 0s 34us/step - loss: 11318.6104 - mean_absolute_error: 71.5952 - val_loss: 23511.3467 - val_mean_absolute_error: 122.3730 Epoch 563/5000 148/148 [==============================] - 0s 27us/step - loss: 11287.8105 - mean_absolute_error: 71.4611 - val_loss: 23427.9181 - val_mean_absolute_error: 122.0927 Epoch 564/5000 148/148 [==============================] - 0s 27us/step - loss: 11257.4570 - mean_absolute_error: 71.3282 - val_loss: 23345.4987 - val_mean_absolute_error: 121.8149 Epoch 565/5000 148/148 [==============================] - 0s 41us/step - loss: 11227.5391 - mean_absolute_error: 71.2034 - val_loss: 23264.0603 - val_mean_absolute_error: 121.5394 Epoch 566/5000 148/148 [==============================] - 0s 27us/step - loss: 11198.0488 - mean_absolute_error: 71.0797 - val_loss: 23183.6022 - val_mean_absolute_error: 121.2663 Epoch 567/5000 148/148 [==============================] - 0s 27us/step - loss: 11168.9727 - mean_absolute_error: 70.9570 - val_loss: 23104.0978 - val_mean_absolute_error: 120.9957 Epoch 568/5000 148/148 [==============================] - 0s 34us/step - loss: 11140.3066 - mean_absolute_error: 70.8354 - val_loss: 23025.4826 - val_mean_absolute_error: 120.7272 Epoch 569/5000 148/148 [==============================] - 0s 34us/step - loss: 11112.0234 - mean_absolute_error: 70.7148 - val_loss: 22947.7492 - val_mean_absolute_error: 120.4617 Epoch 570/5000 148/148 [==============================] - 0s 34us/step - loss: 11084.1533 - mean_absolute_error: 70.5953 - val_loss: 22870.8454 - val_mean_absolute_error: 120.2044 Epoch 571/5000 148/148 [==============================] - 0s 34us/step - loss: 11056.6523 - mean_absolute_error: 70.4768 - val_loss: 22794.8391 - val_mean_absolute_error: 119.9492 Epoch 572/5000 148/148 [==============================] - 0s 34us/step - loss: 11029.5283 - mean_absolute_error: 70.3593 - val_loss: 22719.7245 - val_mean_absolute_error: 119.6963 Epoch 573/5000 148/148 [==============================] - 0s 27us/step - loss: 11002.7764 - mean_absolute_error: 70.2429 - val_loss: 22645.4418 - val_mean_absolute_error: 119.4455 Epoch 574/5000 148/148 [==============================] - 0s 41us/step - loss: 10976.3896 - mean_absolute_error: 70.1281 - val_loss: 22572.0725 - val_mean_absolute_error: 119.1971 Epoch 575/5000 148/148 [==============================] - 0s 27us/step - loss: 10950.3740 - mean_absolute_error: 70.0174 - val_loss: 22499.5598 - val_mean_absolute_error: 118.9508 Epoch 576/5000 148/148 [==============================] - 0s 27us/step - loss: 10924.7100 - mean_absolute_error: 69.9077 - val_loss: 22427.8435 - val_mean_absolute_error: 118.7066 Epoch 577/5000 148/148 [==============================] - 0s 34us/step - loss: 10899.3701 - mean_absolute_error: 69.7989 - val_loss: 22356.9613 - val_mean_absolute_error: 118.4652 Epoch 578/5000 148/148 [==============================] - 0s 27us/step - loss: 10874.3838 - mean_absolute_error: 69.6983 - val_loss: 22286.7934 - val_mean_absolute_error: 118.2280 Epoch 579/5000 148/148 [==============================] - 0s 34us/step - loss: 10849.7236 - mean_absolute_error: 69.6007 - val_loss: 22217.3828 - val_mean_absolute_error: 117.9927 Epoch 580/5000 148/148 [==============================] - 0s 34us/step - loss: 10825.3594 - mean_absolute_error: 69.5040 - val_loss: 22148.7304 - val_mean_absolute_error: 117.7596 Epoch 581/5000 148/148 [==============================] - 0s 27us/step - loss: 10801.2959 - mean_absolute_error: 69.4109 - val_loss: 22080.8989 - val_mean_absolute_error: 117.5322 Epoch 582/5000 148/148 [==============================] - 0s 34us/step - loss: 10777.5537 - mean_absolute_error: 69.3203 - val_loss: 22013.8273 - val_mean_absolute_error: 117.3068 Epoch 583/5000 148/148 [==============================] - 0s 27us/step - loss: 10754.1133 - mean_absolute_error: 69.2355 - val_loss: 21947.4708 - val_mean_absolute_error: 117.0831 Epoch 584/5000 148/148 [==============================] - 0s 27us/step - loss: 10730.9482 - mean_absolute_error: 69.1515 - val_loss: 21881.8567 - val_mean_absolute_error: 116.8614 Epoch 585/5000 148/148 [==============================] - 0s 20us/step - loss: 10708.0771 - mean_absolute_error: 69.0682 - val_loss: 21817.0375 - val_mean_absolute_error: 116.6418 Epoch 586/5000 148/148 [==============================] - 0s 27us/step - loss: 10685.5469 - mean_absolute_error: 68.9856 - val_loss: 21752.9222 - val_mean_absolute_error: 116.4272 Epoch 587/5000 148/148 [==============================] - 0s 41us/step - loss: 10663.2783 - mean_absolute_error: 68.9035 - val_loss: 21689.5664 - val_mean_absolute_error: 116.2166 Epoch 588/5000 148/148 [==============================] - 0s 34us/step - loss: 10641.2998 - mean_absolute_error: 68.8221 - val_loss: 21626.8872 - val_mean_absolute_error: 116.0077 Epoch 589/5000 148/148 [==============================] - 0s 34us/step - loss: 10619.5732 - mean_absolute_error: 68.7411 - val_loss: 21564.9457 - val_mean_absolute_error: 115.8010 Epoch 590/5000 148/148 [==============================] - 0s 27us/step - loss: 10598.1221 - mean_absolute_error: 68.6609 - val_loss: 21503.6940 - val_mean_absolute_error: 115.6002 Epoch 591/5000 148/148 [==============================] - 0s 41us/step - loss: 10576.9277 - mean_absolute_error: 68.5813 - val_loss: 21443.1036 - val_mean_absolute_error: 115.4012 Epoch 592/5000 148/148 [==============================] - 0s 34us/step - loss: 10555.9873 - mean_absolute_error: 68.5027 - val_loss: 21383.1314 - val_mean_absolute_error: 115.2036 Epoch 593/5000 148/148 [==============================] - 0s 20us/step - loss: 10535.3018 - mean_absolute_error: 68.4276 - val_loss: 21323.7790 - val_mean_absolute_error: 115.0077 Epoch 594/5000 148/148 [==============================] - 0s 34us/step - loss: 10514.8496 - mean_absolute_error: 68.3573 - val_loss: 21265.0751 - val_mean_absolute_error: 114.8133 Epoch 595/5000 148/148 [==============================] - 0s 27us/step - loss: 10494.6357 - mean_absolute_error: 68.2882 - val_loss: 21207.0440 - val_mean_absolute_error: 114.6208 Epoch 596/5000 148/148 [==============================] - 0s 27us/step - loss: 10474.6680 - mean_absolute_error: 68.2197 - val_loss: 21149.6421 - val_mean_absolute_error: 114.4299 Epoch 597/5000 148/148 [==============================] - 0s 41us/step - loss: 10454.9102 - mean_absolute_error: 68.1516 - val_loss: 21092.8967 - val_mean_absolute_error: 114.2408 Epoch 598/5000 148/148 [==============================] - 0s 34us/step - loss: 10435.3750 - mean_absolute_error: 68.0841 - val_loss: 21036.7491 - val_mean_absolute_error: 114.0533 Epoch 599/5000 148/148 [==============================] - 0s 20us/step - loss: 10416.1006 - mean_absolute_error: 68.0182 - val_loss: 20981.1958 - val_mean_absolute_error: 113.8698 Epoch 600/5000 148/148 [==============================] - 0s 34us/step - loss: 10397.0410 - mean_absolute_error: 67.9553 - val_loss: 20926.1751 - val_mean_absolute_error: 113.6932 Epoch 601/5000 148/148 [==============================] - 0s 20us/step - loss: 10378.1914 - mean_absolute_error: 67.8935 - val_loss: 20871.7428 - val_mean_absolute_error: 113.5213 Epoch 602/5000 148/148 [==============================] - 0s 34us/step - loss: 10359.5469 - mean_absolute_error: 67.8372 - val_loss: 20817.8812 - val_mean_absolute_error: 113.3512 Epoch 603/5000 148/148 [==============================] - 0s 41us/step - loss: 10341.1035 - mean_absolute_error: 67.7811 - val_loss: 20764.5548 - val_mean_absolute_error: 113.1824 Epoch 604/5000 148/148 [==============================] - 0s 27us/step - loss: 10322.8467 - mean_absolute_error: 67.7261 - val_loss: 20711.8230 - val_mean_absolute_error: 113.0152 Epoch 605/5000 148/148 [==============================] - 0s 27us/step - loss: 10304.7949 - mean_absolute_error: 67.6744 - val_loss: 20659.6404 - val_mean_absolute_error: 112.8493 Epoch 606/5000 148/148 [==============================] - 0s 34us/step - loss: 10286.9307 - mean_absolute_error: 67.6230 - val_loss: 20607.9659 - val_mean_absolute_error: 112.6883 Epoch 607/5000 148/148 [==============================] - 0s 27us/step - loss: 10269.2441 - mean_absolute_error: 67.5718 - val_loss: 20556.8372 - val_mean_absolute_error: 112.5290 Epoch 608/5000 148/148 [==============================] - 0s 20us/step - loss: 10251.7500 - mean_absolute_error: 67.5210 - val_loss: 20506.2327 - val_mean_absolute_error: 112.3710 Epoch 609/5000 148/148 [==============================] - 0s 41us/step - loss: 10234.4346 - mean_absolute_error: 67.4704 - val_loss: 20456.1108 - val_mean_absolute_error: 112.2142 Epoch 610/5000 148/148 [==============================] - 0s 34us/step - loss: 10217.2832 - mean_absolute_error: 67.4200 - val_loss: 20406.5290 - val_mean_absolute_error: 112.0588 Epoch 611/5000 148/148 [==============================] - 0s 41us/step - loss: 10200.3213 - mean_absolute_error: 67.3701 - val_loss: 20357.3704 - val_mean_absolute_error: 111.9045 Epoch 612/5000 148/148 [==============================] - 0s 27us/step - loss: 10183.5283 - mean_absolute_error: 67.3205 - val_loss: 20308.7091 - val_mean_absolute_error: 111.7514 Epoch 613/5000 148/148 [==============================] - 0s 34us/step - loss: 10166.8936 - mean_absolute_error: 67.2712 - val_loss: 20260.5436 - val_mean_absolute_error: 111.5996 Epoch 614/5000 148/148 [==============================] - 0s 27us/step - loss: 10150.3750 - mean_absolute_error: 67.2219 - val_loss: 20212.8356 - val_mean_absolute_error: 111.4490 Epoch 615/5000 148/148 [==============================] - 0s 27us/step - loss: 10133.9941 - mean_absolute_error: 67.1728 - val_loss: 20165.5715 - val_mean_absolute_error: 111.2995 Epoch 616/5000 148/148 [==============================] - 0s 34us/step - loss: 10117.7568 - mean_absolute_error: 67.1239 - val_loss: 20118.7972 - val_mean_absolute_error: 111.1513 Epoch 617/5000 148/148 [==============================] - 0s 27us/step - loss: 10101.6318 - mean_absolute_error: 67.0752 - val_loss: 20072.5034 - val_mean_absolute_error: 111.0060 Epoch 618/5000 148/148 [==============================] - 0s 27us/step - loss: 10085.6016 - mean_absolute_error: 67.0266 - val_loss: 20026.6759 - val_mean_absolute_error: 110.8622 Epoch 619/5000 148/148 [==============================] - 0s 34us/step - loss: 10069.7021 - mean_absolute_error: 66.9782 - val_loss: 19981.2699 - val_mean_absolute_error: 110.7216 Epoch 620/5000 148/148 [==============================] - 0s 34us/step - loss: 10053.9219 - mean_absolute_error: 66.9317 - val_loss: 19936.3047 - val_mean_absolute_error: 110.5830 Epoch 621/5000 148/148 [==============================] - 0s 27us/step - loss: 10038.2979 - mean_absolute_error: 66.8892 - val_loss: 19891.8177 - val_mean_absolute_error: 110.4457 Epoch 622/5000 148/148 [==============================] - 0s 41us/step - loss: 10022.8096 - mean_absolute_error: 66.8468 - val_loss: 19847.7615 - val_mean_absolute_error: 110.3095 Epoch 623/5000 148/148 [==============================] - 0s 20us/step - loss: 10007.4502 - mean_absolute_error: 66.8047 - val_loss: 19804.0938 - val_mean_absolute_error: 110.1742 Epoch 624/5000 148/148 [==============================] - 0s 27us/step - loss: 9992.2080 - mean_absolute_error: 66.7643 - val_loss: 19760.8545 - val_mean_absolute_error: 110.0399 Epoch 625/5000 148/148 [==============================] - 0s 27us/step - loss: 9977.0879 - mean_absolute_error: 66.7252 - val_loss: 19718.0362 - val_mean_absolute_error: 109.9068 Epoch 626/5000 148/148 [==============================] - 0s 41us/step - loss: 9962.0918 - mean_absolute_error: 66.6892 - val_loss: 19675.5767 - val_mean_absolute_error: 109.7746 Epoch 627/5000 148/148 [==============================] - 0s 27us/step - loss: 9947.2178 - mean_absolute_error: 66.6533 - val_loss: 19633.5066 - val_mean_absolute_error: 109.6435 Epoch 628/5000 148/148 [==============================] - 0s 34us/step - loss: 9932.4697 - mean_absolute_error: 66.6176 - val_loss: 19591.8368 - val_mean_absolute_error: 109.5134 Epoch 629/5000 148/148 [==============================] - 0s 34us/step - loss: 9917.7861 - mean_absolute_error: 66.5819 - val_loss: 19550.5266 - val_mean_absolute_error: 109.3843 Epoch 630/5000 148/148 [==============================] - 0s 27us/step - loss: 9903.2031 - mean_absolute_error: 66.5465 - val_loss: 19509.5789 - val_mean_absolute_error: 109.2560 Epoch 631/5000 148/148 [==============================] - 0s 41us/step - loss: 9888.7236 - mean_absolute_error: 66.5111 - val_loss: 19468.9839 - val_mean_absolute_error: 109.1287 Epoch 632/5000 148/148 [==============================] - 0s 27us/step - loss: 9874.3643 - mean_absolute_error: 66.4761 - val_loss: 19428.7410 - val_mean_absolute_error: 109.0022 Epoch 633/5000 148/148 [==============================] - 0s 27us/step - loss: 9860.1074 - mean_absolute_error: 66.4411 - val_loss: 19388.8501 - val_mean_absolute_error: 108.8768 Epoch 634/5000 148/148 [==============================] - 0s 34us/step - loss: 9845.9502 - mean_absolute_error: 66.4063 - val_loss: 19349.3003 - val_mean_absolute_error: 108.7522 Epoch 635/5000 148/148 [==============================] - 0s 27us/step - loss: 9831.8926 - mean_absolute_error: 66.3715 - val_loss: 19310.0953 - val_mean_absolute_error: 108.6285 Epoch 636/5000 148/148 [==============================] - 0s 41us/step - loss: 9817.9307 - mean_absolute_error: 66.3369 - val_loss: 19271.2262 - val_mean_absolute_error: 108.5056 Epoch 637/5000 148/148 [==============================] - 0s 34us/step - loss: 9804.0684 - mean_absolute_error: 66.3024 - val_loss: 19232.6858 - val_mean_absolute_error: 108.3835 Epoch 638/5000 148/148 [==============================] - 0s 27us/step - loss: 9790.3018 - mean_absolute_error: 66.2679 - val_loss: 19194.4720 - val_mean_absolute_error: 108.2623 Epoch 639/5000 148/148 [==============================] - 0s 27us/step - loss: 9776.6289 - mean_absolute_error: 66.2336 - val_loss: 19156.5846 - val_mean_absolute_error: 108.1419 Epoch 640/5000 148/148 [==============================] - 0s 27us/step - loss: 9763.0518 - mean_absolute_error: 66.1994 - val_loss: 19119.0149 - val_mean_absolute_error: 108.0223 Epoch 641/5000 148/148 [==============================] - 0s 34us/step - loss: 9749.5654 - mean_absolute_error: 66.1652 - val_loss: 19081.7608 - val_mean_absolute_error: 107.9036 Epoch 642/5000 148/148 [==============================] - 0s 27us/step - loss: 9736.1816 - mean_absolute_error: 66.1314 - val_loss: 19044.8240 - val_mean_absolute_error: 107.7856 Epoch 643/5000 148/148 [==============================] - 0s 34us/step - loss: 9722.8975 - mean_absolute_error: 66.0977 - val_loss: 19008.1871 - val_mean_absolute_error: 107.6684 Epoch 644/5000 148/148 [==============================] - 0s 27us/step - loss: 9709.7031 - mean_absolute_error: 66.0640 - val_loss: 18971.8408 - val_mean_absolute_error: 107.5519 Epoch 645/5000 148/148 [==============================] - 0s 27us/step - loss: 9696.5967 - mean_absolute_error: 66.0305 - val_loss: 18935.7943 - val_mean_absolute_error: 107.4363 Epoch 646/5000 148/148 [==============================] - 0s 27us/step - loss: 9683.5781 - mean_absolute_error: 65.9972 - val_loss: 18900.0447 - val_mean_absolute_error: 107.3213 Epoch 647/5000 148/148 [==============================] - 0s 40us/step - loss: 9670.6475 - mean_absolute_error: 65.9641 - val_loss: 18864.5849 - val_mean_absolute_error: 107.2071 Epoch 648/5000 148/148 [==============================] - 0s 27us/step - loss: 9657.8066 - mean_absolute_error: 65.9311 - val_loss: 18829.4222 - val_mean_absolute_error: 107.0935 Epoch 649/5000 148/148 [==============================] - 0s 34us/step - loss: 9645.0625 - mean_absolute_error: 65.8983 - val_loss: 18794.5470 - val_mean_absolute_error: 106.9807 Epoch 650/5000 148/148 [==============================] - 0s 27us/step - loss: 9632.4004 - mean_absolute_error: 65.8656 - val_loss: 18759.9617 - val_mean_absolute_error: 106.8686 Epoch 651/5000 148/148 [==============================] - 0s 27us/step - loss: 9619.8154 - mean_absolute_error: 65.8329 - val_loss: 18725.6558 - val_mean_absolute_error: 106.7573 Epoch 652/5000 148/148 [==============================] - 0s 27us/step - loss: 9607.3027 - mean_absolute_error: 65.8002 - val_loss: 18691.5941 - val_mean_absolute_error: 106.6466 Epoch 653/5000 148/148 [==============================] - 0s 41us/step - loss: 9594.8643 - mean_absolute_error: 65.7675 - val_loss: 18657.8142 - val_mean_absolute_error: 106.5367 Epoch 654/5000 148/148 [==============================] - 0s 27us/step - loss: 9582.5059 - mean_absolute_error: 65.7350 - val_loss: 18624.3028 - val_mean_absolute_error: 106.4275 Epoch 655/5000 148/148 [==============================] - 0s 34us/step - loss: 9570.2246 - mean_absolute_error: 65.7042 - val_loss: 18591.0280 - val_mean_absolute_error: 106.3189 Epoch 656/5000 148/148 [==============================] - 0s 27us/step - loss: 9558.0117 - mean_absolute_error: 65.6746 - val_loss: 18558.0274 - val_mean_absolute_error: 106.2110 Epoch 657/5000 148/148 [==============================] - 0s 34us/step - loss: 9545.8760 - mean_absolute_error: 65.6450 - val_loss: 18525.2835 - val_mean_absolute_error: 106.1038 Epoch 658/5000 148/148 [==============================] - 0s 34us/step - loss: 9533.8125 - mean_absolute_error: 65.6155 - val_loss: 18492.7957 - val_mean_absolute_error: 105.9973 Epoch 659/5000 148/148 [==============================] - 0s 27us/step - loss: 9521.8184 - mean_absolute_error: 65.5861 - val_loss: 18460.5586 - val_mean_absolute_error: 105.8915 Epoch 660/5000 148/148 [==============================] - 0s 20us/step - loss: 9509.8965 - mean_absolute_error: 65.5567 - val_loss: 18428.5316 - val_mean_absolute_error: 105.7862 Epoch 661/5000 148/148 [==============================] - 0s 34us/step - loss: 9498.0527 - mean_absolute_error: 65.5275 - val_loss: 18396.7606 - val_mean_absolute_error: 105.6817 Epoch 662/5000 148/148 [==============================] - 0s 34us/step - loss: 9486.3086 - mean_absolute_error: 65.4984 - val_loss: 18365.2099 - val_mean_absolute_error: 105.5775 Epoch 663/5000 148/148 [==============================] - 0s 27us/step - loss: 9474.6396 - mean_absolute_error: 65.4696 - val_loss: 18333.8877 - val_mean_absolute_error: 105.4739 Epoch 664/5000 148/148 [==============================] - 0s 34us/step - loss: 9463.0342 - mean_absolute_error: 65.4409 - val_loss: 18302.7954 - val_mean_absolute_error: 105.3709 Epoch 665/5000 148/148 [==============================] - 0s 27us/step - loss: 9451.4971 - mean_absolute_error: 65.4129 - val_loss: 18271.9572 - val_mean_absolute_error: 105.2686 Epoch 666/5000 148/148 [==============================] - 0s 41us/step - loss: 9440.0498 - mean_absolute_error: 65.3850 - val_loss: 18241.3604 - val_mean_absolute_error: 105.1669 Epoch 667/5000 148/148 [==============================] - 0s 27us/step - loss: 9428.6904 - mean_absolute_error: 65.3572 - val_loss: 18210.9891 - val_mean_absolute_error: 105.0658 Epoch 668/5000 148/148 [==============================] - 0s 27us/step - loss: 9417.3896 - mean_absolute_error: 65.3295 - val_loss: 18180.8706 - val_mean_absolute_error: 104.9654 Epoch 669/5000 148/148 [==============================] - 0s 20us/step - loss: 9406.1572 - mean_absolute_error: 65.3018 - val_loss: 18150.9503 - val_mean_absolute_error: 104.8656 Epoch 670/5000 148/148 [==============================] - 0s 34us/step - loss: 9394.9805 - mean_absolute_error: 65.2748 - val_loss: 18121.2746 - val_mean_absolute_error: 104.7664 Epoch 671/5000 148/148 [==============================] - 0s 27us/step - loss: 9383.8691 - mean_absolute_error: 65.2487 - val_loss: 18091.8262 - val_mean_absolute_error: 104.6678 Epoch 672/5000 148/148 [==============================] - 0s 20us/step - loss: 9372.8193 - mean_absolute_error: 65.2226 - val_loss: 18062.5816 - val_mean_absolute_error: 104.5697 Epoch 673/5000 148/148 [==============================] - 0s 34us/step - loss: 9361.8223 - mean_absolute_error: 65.1966 - val_loss: 18033.6090 - val_mean_absolute_error: 104.4724 Epoch 674/5000 148/148 [==============================] - 0s 34us/step - loss: 9350.8896 - mean_absolute_error: 65.1706 - val_loss: 18004.8945 - val_mean_absolute_error: 104.3757 Epoch 675/5000 148/148 [==============================] - 0s 34us/step - loss: 9339.9902 - mean_absolute_error: 65.1446 - val_loss: 17976.3670 - val_mean_absolute_error: 104.2795 Epoch 676/5000 148/148 [==============================] - 0s 41us/step - loss: 9329.1104 - mean_absolute_error: 65.1184 - val_loss: 17948.0542 - val_mean_absolute_error: 104.1838 Epoch 677/5000 148/148 [==============================] - 0s 27us/step - loss: 9318.2852 - mean_absolute_error: 65.0921 - val_loss: 17919.9391 - val_mean_absolute_error: 104.0886 Epoch 678/5000 148/148 [==============================] - 0s 27us/step - loss: 9307.5107 - mean_absolute_error: 65.0658 - val_loss: 17892.0230 - val_mean_absolute_error: 103.9939 Epoch 679/5000 148/148 [==============================] - 0s 27us/step - loss: 9296.7822 - mean_absolute_error: 65.0395 - val_loss: 17864.3021 - val_mean_absolute_error: 103.8997 Epoch 680/5000 148/148 [==============================] - 0s 41us/step - loss: 9286.1035 - mean_absolute_error: 65.0132 - val_loss: 17836.7174 - val_mean_absolute_error: 103.8074 Epoch 681/5000 148/148 [==============================] - 0s 27us/step - loss: 9275.4648 - mean_absolute_error: 64.9868 - val_loss: 17809.3332 - val_mean_absolute_error: 103.7175 Epoch 682/5000 148/148 [==============================] - 0s 47us/step - loss: 9264.8779 - mean_absolute_error: 64.9604 - val_loss: 17782.1297 - val_mean_absolute_error: 103.6279 Epoch 683/5000 148/148 [==============================] - 0s 20us/step - loss: 9254.3389 - mean_absolute_error: 64.9339 - val_loss: 17754.9965 - val_mean_absolute_error: 103.5385 Epoch 684/5000 148/148 [==============================] - 0s 27us/step - loss: 9243.8408 - mean_absolute_error: 64.9074 - val_loss: 17727.9876 - val_mean_absolute_error: 103.4494 Epoch 685/5000 148/148 [==============================] - 0s 47us/step - loss: 9233.3857 - mean_absolute_error: 64.8809 - val_loss: 17701.1228 - val_mean_absolute_error: 103.3606 Epoch 686/5000 148/148 [==============================] - 0s 27us/step - loss: 9223.0195 - mean_absolute_error: 64.8546 - val_loss: 17674.4115 - val_mean_absolute_error: 103.2721 Epoch 687/5000 148/148 [==============================] - 0s 34us/step - loss: 9212.5342 - mean_absolute_error: 64.8281 - val_loss: 17647.8802 - val_mean_absolute_error: 103.1841 Epoch 688/5000 148/148 [==============================] - 0s 27us/step - loss: 9201.9639 - mean_absolute_error: 64.8013 - val_loss: 17621.5440 - val_mean_absolute_error: 103.0969 Epoch 689/5000 148/148 [==============================] - 0s 20us/step - loss: 9191.3789 - mean_absolute_error: 64.7745 - val_loss: 17595.3973 - val_mean_absolute_error: 103.0103 Epoch 690/5000 148/148 [==============================] - 0s 47us/step - loss: 9180.7969 - mean_absolute_error: 64.7478 - val_loss: 17569.4407 - val_mean_absolute_error: 102.9245 Epoch 691/5000 148/148 [==============================] - 0s 27us/step - loss: 9170.2217 - mean_absolute_error: 64.7211 - val_loss: 17543.6609 - val_mean_absolute_error: 102.8392 Epoch 692/5000 148/148 [==============================] - 0s 27us/step - loss: 9159.6562 - mean_absolute_error: 64.6944 - val_loss: 17518.0605 - val_mean_absolute_error: 102.7546 Epoch 693/5000 148/148 [==============================] - 0s 27us/step - loss: 9149.1025 - mean_absolute_error: 64.6678 - val_loss: 17492.6227 - val_mean_absolute_error: 102.6705 Epoch 694/5000 148/148 [==============================] - 0s 27us/step - loss: 9138.5576 - mean_absolute_error: 64.6414 - val_loss: 17467.3443 - val_mean_absolute_error: 102.5870 Epoch 695/5000 148/148 [==============================] - 0s 34us/step - loss: 9128.0586 - mean_absolute_error: 64.6162 - val_loss: 17442.2428 - val_mean_absolute_error: 102.5040 Epoch 696/5000 148/148 [==============================] - 0s 41us/step - loss: 9117.5967 - mean_absolute_error: 64.5913 - val_loss: 17417.3061 - val_mean_absolute_error: 102.4215 Epoch 697/5000 148/148 [==============================] - 0s 27us/step - loss: 9107.1592 - mean_absolute_error: 64.5663 - val_loss: 17392.5308 - val_mean_absolute_error: 102.3395 Epoch 698/5000 148/148 [==============================] - 0s 27us/step - loss: 9096.7490 - mean_absolute_error: 64.5414 - val_loss: 17367.8891 - val_mean_absolute_error: 102.2579 Epoch 699/5000 148/148 [==============================] - 0s 27us/step - loss: 9086.3604 - mean_absolute_error: 64.5165 - val_loss: 17343.4144 - val_mean_absolute_error: 102.1768 Epoch 700/5000 148/148 [==============================] - 0s 27us/step - loss: 9076.0049 - mean_absolute_error: 64.4916 - val_loss: 17319.0739 - val_mean_absolute_error: 102.0961 Epoch 701/5000 148/148 [==============================] - 0s 27us/step - loss: 9065.6729 - mean_absolute_error: 64.4666 - val_loss: 17294.8559 - val_mean_absolute_error: 102.0157 Epoch 702/5000 148/148 [==============================] - 0s 34us/step - loss: 9055.3711 - mean_absolute_error: 64.4417 - val_loss: 17270.7972 - val_mean_absolute_error: 101.9358 Epoch 703/5000 148/148 [==============================] - 0s 27us/step - loss: 9045.1025 - mean_absolute_error: 64.4168 - val_loss: 17246.8663 - val_mean_absolute_error: 101.8562 Epoch 704/5000 148/148 [==============================] - 0s 27us/step - loss: 9034.8652 - mean_absolute_error: 64.3920 - val_loss: 17223.0639 - val_mean_absolute_error: 101.7770 Epoch 705/5000 148/148 [==============================] - 0s 27us/step - loss: 9024.6572 - mean_absolute_error: 64.3671 - val_loss: 17199.3910 - val_mean_absolute_error: 101.6981 Epoch 706/5000 148/148 [==============================] - 0s 34us/step - loss: 9014.4736 - mean_absolute_error: 64.3422 - val_loss: 17175.8676 - val_mean_absolute_error: 101.6197 Epoch 707/5000 148/148 [==============================] - 0s 34us/step - loss: 9004.3281 - mean_absolute_error: 64.3173 - val_loss: 17152.4574 - val_mean_absolute_error: 101.5415 Epoch 708/5000 148/148 [==============================] - 0s 34us/step - loss: 8994.2090 - mean_absolute_error: 64.2924 - val_loss: 17129.1779 - val_mean_absolute_error: 101.4637 Epoch 709/5000 148/148 [==============================] - 0s 27us/step - loss: 8984.1230 - mean_absolute_error: 64.2675 - val_loss: 17106.0081 - val_mean_absolute_error: 101.3860 Epoch 710/5000 148/148 [==============================] - 0s 34us/step - loss: 8974.0742 - mean_absolute_error: 64.2426 - val_loss: 17082.9713 - val_mean_absolute_error: 101.3088 Epoch 711/5000 148/148 [==============================] - 0s 27us/step - loss: 8964.0605 - mean_absolute_error: 64.2178 - val_loss: 17059.9818 - val_mean_absolute_error: 101.2317 Epoch 712/5000 148/148 [==============================] - 0s 27us/step - loss: 8954.0967 - mean_absolute_error: 64.1930 - val_loss: 17037.0478 - val_mean_absolute_error: 101.1550 Epoch 713/5000 148/148 [==============================] - 0s 20us/step - loss: 8944.1660 - mean_absolute_error: 64.1683 - val_loss: 17014.2445 - val_mean_absolute_error: 101.0785 Epoch 714/5000 148/148 [==============================] - 0s 47us/step - loss: 8934.2656 - mean_absolute_error: 64.1435 - val_loss: 16991.5834 - val_mean_absolute_error: 101.0028 Epoch 715/5000 148/148 [==============================] - 0s 27us/step - loss: 8924.4033 - mean_absolute_error: 64.1188 - val_loss: 16969.0472 - val_mean_absolute_error: 100.9273 Epoch 716/5000 148/148 [==============================] - 0s 27us/step - loss: 8914.5762 - mean_absolute_error: 64.0941 - val_loss: 16946.6332 - val_mean_absolute_error: 100.8522 Epoch 717/5000 148/148 [==============================] - 0s 34us/step - loss: 8904.7783 - mean_absolute_error: 64.0695 - val_loss: 16924.3318 - val_mean_absolute_error: 100.7773 Epoch 718/5000 148/148 [==============================] - 0s 34us/step - loss: 8895.0137 - mean_absolute_error: 64.0448 - val_loss: 16902.1515 - val_mean_absolute_error: 100.7028 Epoch 719/5000 148/148 [==============================] - 0s 27us/step - loss: 8885.2783 - mean_absolute_error: 64.0201 - val_loss: 16880.0702 - val_mean_absolute_error: 100.6285 Epoch 720/5000 148/148 [==============================] - 0s 34us/step - loss: 8875.6064 - mean_absolute_error: 63.9956 - val_loss: 16858.0905 - val_mean_absolute_error: 100.5544 Epoch 721/5000 148/148 [==============================] - 0s 27us/step - loss: 8865.9717 - mean_absolute_error: 63.9712 - val_loss: 16836.2063 - val_mean_absolute_error: 100.4805 Epoch 722/5000 148/148 [==============================] - 0s 41us/step - loss: 8856.3652 - mean_absolute_error: 63.9467 - val_loss: 16814.4382 - val_mean_absolute_error: 100.4069 Epoch 723/5000 148/148 [==============================] - 0s 20us/step - loss: 8846.7969 - mean_absolute_error: 63.9223 - val_loss: 16792.7415 - val_mean_absolute_error: 100.3335 Epoch 724/5000 148/148 [==============================] - 0s 34us/step - loss: 8837.2588 - mean_absolute_error: 63.8978 - val_loss: 16771.0836 - val_mean_absolute_error: 100.2602 Epoch 725/5000 148/148 [==============================] - 0s 27us/step - loss: 8827.7529 - mean_absolute_error: 63.8732 - val_loss: 16749.4775 - val_mean_absolute_error: 100.1869 Epoch 726/5000 148/148 [==============================] - 0s 41us/step - loss: 8818.2725 - mean_absolute_error: 63.8487 - val_loss: 16727.9761 - val_mean_absolute_error: 100.1137 Epoch 727/5000 148/148 [==============================] - 0s 27us/step - loss: 8808.8223 - mean_absolute_error: 63.8241 - val_loss: 16706.5921 - val_mean_absolute_error: 100.0409 Epoch 728/5000 148/148 [==============================] - 0s 34us/step - loss: 8799.4072 - mean_absolute_error: 63.7996 - val_loss: 16685.3126 - val_mean_absolute_error: 99.9683 Epoch 729/5000 148/148 [==============================] - 0s 27us/step - loss: 8790.0215 - mean_absolute_error: 63.7749 - val_loss: 16664.1223 - val_mean_absolute_error: 99.8960 Epoch 730/5000 148/148 [==============================] - 0s 27us/step - loss: 8780.6641 - mean_absolute_error: 63.7509 - val_loss: 16642.9848 - val_mean_absolute_error: 99.8238 Epoch 731/5000 148/148 [==============================] - 0s 41us/step - loss: 8771.3350 - mean_absolute_error: 63.7273 - val_loss: 16621.9550 - val_mean_absolute_error: 99.7518 Epoch 732/5000 148/148 [==============================] - 0s 27us/step - loss: 8762.0508 - mean_absolute_error: 63.7038 - val_loss: 16601.0134 - val_mean_absolute_error: 99.6800 Epoch 733/5000 148/148 [==============================] - 0s 27us/step - loss: 8752.8018 - mean_absolute_error: 63.6802 - val_loss: 16580.1696 - val_mean_absolute_error: 99.6086 Epoch 734/5000 148/148 [==============================] - 0s 34us/step - loss: 8743.5752 - mean_absolute_error: 63.6567 - val_loss: 16559.4454 - val_mean_absolute_error: 99.5374 Epoch 735/5000 148/148 [==============================] - 0s 27us/step - loss: 8734.3809 - mean_absolute_error: 63.6331 - val_loss: 16538.8229 - val_mean_absolute_error: 99.4666 Epoch 736/5000 148/148 [==============================] - 0s 41us/step - loss: 8725.2080 - mean_absolute_error: 63.6094 - val_loss: 16518.3137 - val_mean_absolute_error: 99.3973 Epoch 737/5000 148/148 [==============================] - 0s 34us/step - loss: 8716.0908 - mean_absolute_error: 63.5859 - val_loss: 16497.9118 - val_mean_absolute_error: 99.3284 Epoch 738/5000 148/148 [==============================] - 0s 20us/step - loss: 8707.0098 - mean_absolute_error: 63.5623 - val_loss: 16477.6102 - val_mean_absolute_error: 99.2598 Epoch 739/5000 148/148 [==============================] - 0s 34us/step - loss: 8697.9512 - mean_absolute_error: 63.5394 - val_loss: 16457.4294 - val_mean_absolute_error: 99.1915 Epoch 740/5000 148/148 [==============================] - 0s 27us/step - loss: 8688.9229 - mean_absolute_error: 63.5176 - val_loss: 16437.3467 - val_mean_absolute_error: 99.1236 Epoch 741/5000 148/148 [==============================] - 0s 41us/step - loss: 8679.9180 - mean_absolute_error: 63.4957 - val_loss: 16417.3682 - val_mean_absolute_error: 99.0559 Epoch 742/5000 148/148 [==============================] - 0s 27us/step - loss: 8670.9365 - mean_absolute_error: 63.4738 - val_loss: 16397.5014 - val_mean_absolute_error: 98.9886 Epoch 743/5000 148/148 [==============================] - 0s 20us/step - loss: 8661.9863 - mean_absolute_error: 63.4518 - val_loss: 16377.6926 - val_mean_absolute_error: 98.9213 Epoch 744/5000 148/148 [==============================] - 0s 27us/step - loss: 8653.0635 - mean_absolute_error: 63.4298 - val_loss: 16357.9604 - val_mean_absolute_error: 98.8543 Epoch 745/5000 148/148 [==============================] - 0s 27us/step - loss: 8644.1631 - mean_absolute_error: 63.4077 - val_loss: 16338.3354 - val_mean_absolute_error: 98.7875 Epoch 746/5000 148/148 [==============================] - 0s 34us/step - loss: 8635.2988 - mean_absolute_error: 63.3857 - val_loss: 16318.7914 - val_mean_absolute_error: 98.7209 Epoch 747/5000 148/148 [==============================] - 0s 34us/step - loss: 8626.4531 - mean_absolute_error: 63.3636 - val_loss: 16299.3546 - val_mean_absolute_error: 98.6546 Epoch 748/5000 148/148 [==============================] - 0s 27us/step - loss: 8617.6367 - mean_absolute_error: 63.3417 - val_loss: 16280.0066 - val_mean_absolute_error: 98.5885 Epoch 749/5000 148/148 [==============================] - 0s 34us/step - loss: 8608.8447 - mean_absolute_error: 63.3197 - val_loss: 16260.7497 - val_mean_absolute_error: 98.5226 Epoch 750/5000 148/148 [==============================] - 0s 27us/step - loss: 8600.0762 - mean_absolute_error: 63.2978 - val_loss: 16241.5712 - val_mean_absolute_error: 98.4569 Epoch 751/5000 148/148 [==============================] - 0s 41us/step - loss: 8591.3350 - mean_absolute_error: 63.2760 - val_loss: 16222.4359 - val_mean_absolute_error: 98.3912 Epoch 752/5000 148/148 [==============================] - 0s 27us/step - loss: 8582.6133 - mean_absolute_error: 63.2540 - val_loss: 16203.3612 - val_mean_absolute_error: 98.3257 Epoch 753/5000 148/148 [==============================] - 0s 27us/step - loss: 8573.9160 - mean_absolute_error: 63.2321 - val_loss: 16184.3748 - val_mean_absolute_error: 98.2606 Epoch 754/5000 148/148 [==============================] - 0s 27us/step - loss: 8565.2402 - mean_absolute_error: 63.2100 - val_loss: 16165.4657 - val_mean_absolute_error: 98.1956 Epoch 755/5000 148/148 [==============================] - 0s 34us/step - loss: 8556.5840 - mean_absolute_error: 63.1880 - val_loss: 16146.6421 - val_mean_absolute_error: 98.1308 Epoch 756/5000 148/148 [==============================] - 0s 27us/step - loss: 8547.9492 - mean_absolute_error: 63.1658 - val_loss: 16127.9128 - val_mean_absolute_error: 98.0663 Epoch 757/5000 148/148 [==============================] - 0s 34us/step - loss: 8539.3389 - mean_absolute_error: 63.1436 - val_loss: 16109.2603 - val_mean_absolute_error: 98.0019 Epoch 758/5000 148/148 [==============================] - 0s 27us/step - loss: 8530.7471 - mean_absolute_error: 63.1214 - val_loss: 16090.6983 - val_mean_absolute_error: 97.9378 Epoch 759/5000 148/148 [==============================] - 0s 34us/step - loss: 8522.2275 - mean_absolute_error: 63.0999 - val_loss: 16072.1998 - val_mean_absolute_error: 97.8737 Epoch 760/5000 148/148 [==============================] - 0s 41us/step - loss: 8513.7598 - mean_absolute_error: 63.0798 - val_loss: 16053.7714 - val_mean_absolute_error: 97.8097 Epoch 761/5000 148/148 [==============================] - 0s 27us/step - loss: 8505.3252 - mean_absolute_error: 63.0598 - val_loss: 16035.4160 - val_mean_absolute_error: 97.7458 Epoch 762/5000 148/148 [==============================] - 0s 27us/step - loss: 8496.9189 - mean_absolute_error: 63.0397 - val_loss: 16017.1428 - val_mean_absolute_error: 97.6822 Epoch 763/5000 148/148 [==============================] - 0s 41us/step - loss: 8488.5342 - mean_absolute_error: 63.0195 - val_loss: 15998.9500 - val_mean_absolute_error: 97.6187 Epoch 764/5000 148/148 [==============================] - 0s 27us/step - loss: 8480.1738 - mean_absolute_error: 62.9992 - val_loss: 15980.8589 - val_mean_absolute_error: 97.5555 Epoch 765/5000 148/148 [==============================] - 0s 27us/step - loss: 8471.8350 - mean_absolute_error: 62.9789 - val_loss: 15962.8358 - val_mean_absolute_error: 97.4924 Epoch 766/5000 148/148 [==============================] - 0s 34us/step - loss: 8463.5205 - mean_absolute_error: 62.9585 - val_loss: 15944.8776 - val_mean_absolute_error: 97.4295 Epoch 767/5000 148/148 [==============================] - 0s 27us/step - loss: 8455.2246 - mean_absolute_error: 62.9380 - val_loss: 15926.9964 - val_mean_absolute_error: 97.3667 Epoch 768/5000 148/148 [==============================] - 0s 27us/step - loss: 8446.9521 - mean_absolute_error: 62.9174 - val_loss: 15909.1804 - val_mean_absolute_error: 97.3040 Epoch 769/5000 148/148 [==============================] - 0s 41us/step - loss: 8438.6943 - mean_absolute_error: 62.8965 - val_loss: 15891.4444 - val_mean_absolute_error: 97.2415 Epoch 770/5000 148/148 [==============================] - 0s 34us/step - loss: 8430.4609 - mean_absolute_error: 62.8764 - val_loss: 15873.7777 - val_mean_absolute_error: 97.1791 Epoch 771/5000 148/148 [==============================] - 0s 27us/step - loss: 8422.2471 - mean_absolute_error: 62.8577 - val_loss: 15856.1899 - val_mean_absolute_error: 97.1170 Epoch 772/5000 148/148 [==============================] - 0s 27us/step - loss: 8414.0527 - mean_absolute_error: 62.8390 - val_loss: 15838.6682 - val_mean_absolute_error: 97.0550 Epoch 773/5000 148/148 [==============================] - 0s 41us/step - loss: 8405.8818 - mean_absolute_error: 62.8203 - val_loss: 15821.2204 - val_mean_absolute_error: 96.9931 Epoch 774/5000 148/148 [==============================] - 0s 27us/step - loss: 8397.7285 - mean_absolute_error: 62.8015 - val_loss: 15803.8393 - val_mean_absolute_error: 96.9315 Epoch 775/5000 148/148 [==============================] - 0s 34us/step - loss: 8389.5938 - mean_absolute_error: 62.7826 - val_loss: 15786.5400 - val_mean_absolute_error: 96.8700 Epoch 776/5000 148/148 [==============================] - 0s 27us/step - loss: 8381.4795 - mean_absolute_error: 62.7636 - val_loss: 15769.3223 - val_mean_absolute_error: 96.8088 Epoch 777/5000 148/148 [==============================] - 0s 27us/step - loss: 8373.3867 - mean_absolute_error: 62.7446 - val_loss: 15752.1621 - val_mean_absolute_error: 96.7477 Epoch 778/5000 148/148 [==============================] - 0s 41us/step - loss: 8365.3145 - mean_absolute_error: 62.7256 - val_loss: 15735.0636 - val_mean_absolute_error: 96.6867 Epoch 779/5000 148/148 [==============================] - 0s 34us/step - loss: 8357.2480 - mean_absolute_error: 62.7064 - val_loss: 15718.0314 - val_mean_absolute_error: 96.6259 Epoch 780/5000 148/148 [==============================] - 0s 20us/step - loss: 8349.2246 - mean_absolute_error: 62.6872 - val_loss: 15701.0817 - val_mean_absolute_error: 96.5653 Epoch 781/5000 148/148 [==============================] - 0s 34us/step - loss: 8341.2373 - mean_absolute_error: 62.6680 - val_loss: 15684.2080 - val_mean_absolute_error: 96.5050 Epoch 782/5000 148/148 [==============================] - 0s 27us/step - loss: 8333.3096 - mean_absolute_error: 62.6489 - val_loss: 15667.4007 - val_mean_absolute_error: 96.4447 Epoch 783/5000 148/148 [==============================] - 0s 27us/step - loss: 8325.4014 - mean_absolute_error: 62.6298 - val_loss: 15650.6610 - val_mean_absolute_error: 96.3846 Epoch 784/5000 148/148 [==============================] - 0s 41us/step - loss: 8317.5146 - mean_absolute_error: 62.6105 - val_loss: 15633.9831 - val_mean_absolute_error: 96.3247 Epoch 785/5000 148/148 [==============================] - 0s 27us/step - loss: 8309.6465 - mean_absolute_error: 62.5912 - val_loss: 15617.3703 - val_mean_absolute_error: 96.2649 Epoch 786/5000 148/148 [==============================] - 0s 27us/step - loss: 8301.7969 - mean_absolute_error: 62.5718 - val_loss: 15600.7186 - val_mean_absolute_error: 96.2050 Epoch 787/5000 148/148 [==============================] - 0s 34us/step - loss: 8293.9658 - mean_absolute_error: 62.5523 - val_loss: 15584.0928 - val_mean_absolute_error: 96.1451 Epoch 788/5000 148/148 [==============================] - 0s 34us/step - loss: 8286.1514 - mean_absolute_error: 62.5327 - val_loss: 15567.5503 - val_mean_absolute_error: 96.0855 Epoch 789/5000 148/148 [==============================] - 0s 95us/step - loss: 8278.3574 - mean_absolute_error: 62.5130 - val_loss: 15551.0547 - val_mean_absolute_error: 96.0259 Epoch 790/5000 148/148 [==============================] - 0s 34us/step - loss: 8270.5752 - mean_absolute_error: 62.4933 - val_loss: 15534.5943 - val_mean_absolute_error: 95.9664 Epoch 791/5000 148/148 [==============================] - 0s 34us/step - loss: 8262.8223 - mean_absolute_error: 62.4735 - val_loss: 15518.2227 - val_mean_absolute_error: 95.9072 Epoch 792/5000 148/148 [==============================] - 0s 34us/step - loss: 8255.1104 - mean_absolute_error: 62.4538 - val_loss: 15501.9715 - val_mean_absolute_error: 95.8483 Epoch 793/5000 148/148 [==============================] - 0s 27us/step - loss: 8247.4229 - mean_absolute_error: 62.4341 - val_loss: 15485.8133 - val_mean_absolute_error: 95.7897 Epoch 794/5000 148/148 [==============================] - 0s 27us/step - loss: 8239.7461 - mean_absolute_error: 62.4143 - val_loss: 15469.7066 - val_mean_absolute_error: 95.7311 Epoch 795/5000 148/148 [==============================] - 0s 27us/step - loss: 8232.0889 - mean_absolute_error: 62.3944 - val_loss: 15453.6870 - val_mean_absolute_error: 95.6727 Epoch 796/5000 148/148 [==============================] - 0s 27us/step - loss: 8224.4424 - mean_absolute_error: 62.3745 - val_loss: 15437.7333 - val_mean_absolute_error: 95.6146 Epoch 797/5000 148/148 [==============================] - 0s 27us/step - loss: 8216.8125 - mean_absolute_error: 62.3546 - val_loss: 15421.8517 - val_mean_absolute_error: 95.5568 Epoch 798/5000 148/148 [==============================] - 0s 27us/step - loss: 8209.2002 - mean_absolute_error: 62.3347 - val_loss: 15406.0398 - val_mean_absolute_error: 95.4992 Epoch 799/5000 148/148 [==============================] - 0s 34us/step - loss: 8201.6025 - mean_absolute_error: 62.3146 - val_loss: 15390.2071 - val_mean_absolute_error: 95.4417 Epoch 800/5000 148/148 [==============================] - 0s 34us/step - loss: 8194.0186 - mean_absolute_error: 62.2945 - val_loss: 15374.4143 - val_mean_absolute_error: 95.3844 Epoch 801/5000 148/148 [==============================] - 0s 34us/step - loss: 8186.4453 - mean_absolute_error: 62.2743 - val_loss: 15358.6786 - val_mean_absolute_error: 95.3273 Epoch 802/5000 148/148 [==============================] - 0s 27us/step - loss: 8178.8774 - mean_absolute_error: 62.2539 - val_loss: 15343.0001 - val_mean_absolute_error: 95.2703 Epoch 803/5000 148/148 [==============================] - 0s 34us/step - loss: 8171.3066 - mean_absolute_error: 62.2333 - val_loss: 15327.3311 - val_mean_absolute_error: 95.2134 Epoch 804/5000 148/148 [==============================] - 0s 20us/step - loss: 8163.7422 - mean_absolute_error: 62.2126 - val_loss: 15311.6798 - val_mean_absolute_error: 95.1565 Epoch 805/5000 148/148 [==============================] - 0s 27us/step - loss: 8156.1919 - mean_absolute_error: 62.1918 - val_loss: 15296.0805 - val_mean_absolute_error: 95.0997 Epoch 806/5000 148/148 [==============================] - 0s 41us/step - loss: 8148.6504 - mean_absolute_error: 62.1708 - val_loss: 15280.5268 - val_mean_absolute_error: 95.0431 Epoch 807/5000 148/148 [==============================] - 0s 34us/step - loss: 8141.1191 - mean_absolute_error: 62.1498 - val_loss: 15265.0182 - val_mean_absolute_error: 94.9865 Epoch 808/5000 148/148 [==============================] - 0s 27us/step - loss: 8133.5952 - mean_absolute_error: 62.1286 - val_loss: 15249.5889 - val_mean_absolute_error: 94.9301 Epoch 809/5000 148/148 [==============================] - 0s 34us/step - loss: 8126.0811 - mean_absolute_error: 62.1074 - val_loss: 15234.1962 - val_mean_absolute_error: 94.8737 Epoch 810/5000 148/148 [==============================] - 0s 27us/step - loss: 8118.5786 - mean_absolute_error: 62.0860 - val_loss: 15218.8228 - val_mean_absolute_error: 94.8171 Epoch 811/5000 148/148 [==============================] - 0s 34us/step - loss: 8111.0830 - mean_absolute_error: 62.0646 - val_loss: 15203.5250 - val_mean_absolute_error: 94.7608 Epoch 812/5000 148/148 [==============================] - 0s 27us/step - loss: 8103.5952 - mean_absolute_error: 62.0431 - val_loss: 15188.2874 - val_mean_absolute_error: 94.7048 Epoch 813/5000 148/148 [==============================] - 0s 34us/step - loss: 8096.1182 - mean_absolute_error: 62.0214 - val_loss: 15173.1052 - val_mean_absolute_error: 94.6488 Epoch 814/5000 148/148 [==============================] - 0s 54us/step - loss: 8088.6479 - mean_absolute_error: 61.9995 - val_loss: 15157.9795 - val_mean_absolute_error: 94.5930 Epoch 815/5000 148/148 [==============================] - 0s 41us/step - loss: 8081.1875 - mean_absolute_error: 61.9776 - val_loss: 15142.9016 - val_mean_absolute_error: 94.5373 Epoch 816/5000 148/148 [==============================] - 0s 34us/step - loss: 8073.6958 - mean_absolute_error: 61.9553 - val_loss: 15127.8778 - val_mean_absolute_error: 94.4819 Epoch 817/5000 148/148 [==============================] - 0s 34us/step - loss: 8066.1797 - mean_absolute_error: 61.9327 - val_loss: 15112.9082 - val_mean_absolute_error: 94.4267 Epoch 818/5000 148/148 [==============================] - 0s 41us/step - loss: 8058.6621 - mean_absolute_error: 61.9101 - val_loss: 15097.9893 - val_mean_absolute_error: 94.3718 Epoch 819/5000 148/148 [==============================] - 0s 27us/step - loss: 8051.1631 - mean_absolute_error: 61.8873 - val_loss: 15083.1290 - val_mean_absolute_error: 94.3171 Epoch 820/5000 148/148 [==============================] - 0s 27us/step - loss: 8043.6724 - mean_absolute_error: 61.8644 - val_loss: 15068.3305 - val_mean_absolute_error: 94.2626 Epoch 821/5000 148/148 [==============================] - 0s 27us/step - loss: 8036.1826 - mean_absolute_error: 61.8416 - val_loss: 15053.5836 - val_mean_absolute_error: 94.2081 Epoch 822/5000 148/148 [==============================] - 0s 27us/step - loss: 8028.6934 - mean_absolute_error: 61.8188 - val_loss: 15038.8977 - val_mean_absolute_error: 94.1538 Epoch 823/5000 148/148 [==============================] - 0s 34us/step - loss: 8021.2095 - mean_absolute_error: 61.7959 - val_loss: 15024.2691 - val_mean_absolute_error: 94.0997 Epoch 824/5000 148/148 [==============================] - 0s 27us/step - loss: 8013.7314 - mean_absolute_error: 61.7728 - val_loss: 15009.6949 - val_mean_absolute_error: 94.0456 Epoch 825/5000 148/148 [==============================] - 0s 27us/step - loss: 8006.2578 - mean_absolute_error: 61.7496 - val_loss: 14995.1752 - val_mean_absolute_error: 93.9917 Epoch 826/5000 148/148 [==============================] - 0s 34us/step - loss: 7998.7881 - mean_absolute_error: 61.7263 - val_loss: 14980.7070 - val_mean_absolute_error: 93.9379 Epoch 827/5000 148/148 [==============================] - 0s 27us/step - loss: 7991.3262 - mean_absolute_error: 61.7029 - val_loss: 14966.2950 - val_mean_absolute_error: 93.8842 Epoch 828/5000 148/148 [==============================] - 0s 41us/step - loss: 7983.8701 - mean_absolute_error: 61.6795 - val_loss: 14951.9318 - val_mean_absolute_error: 93.8307 Epoch 829/5000 148/148 [==============================] - 0s 34us/step - loss: 7976.4199 - mean_absolute_error: 61.6559 - val_loss: 14937.5161 - val_mean_absolute_error: 93.7771 Epoch 830/5000 148/148 [==============================] - 0s 27us/step - loss: 7968.9795 - mean_absolute_error: 61.6323 - val_loss: 14923.1474 - val_mean_absolute_error: 93.7236 Epoch 831/5000 148/148 [==============================] - 0s 27us/step - loss: 7961.5488 - mean_absolute_error: 61.6087 - val_loss: 14908.8337 - val_mean_absolute_error: 93.6703 Epoch 832/5000 148/148 [==============================] - 0s 34us/step - loss: 7954.1260 - mean_absolute_error: 61.5849 - val_loss: 14894.5694 - val_mean_absolute_error: 93.6171 Epoch 833/5000 148/148 [==============================] - 0s 27us/step - loss: 7946.7095 - mean_absolute_error: 61.5611 - val_loss: 14880.3573 - val_mean_absolute_error: 93.5646 Epoch 834/5000 148/148 [==============================] - 0s 34us/step - loss: 7939.2896 - mean_absolute_error: 61.5371 - val_loss: 14866.1502 - val_mean_absolute_error: 93.5120 Epoch 835/5000 148/148 [==============================] - 0s 27us/step - loss: 7931.7847 - mean_absolute_error: 61.5128 - val_loss: 14851.9648 - val_mean_absolute_error: 93.4596 Epoch 836/5000 148/148 [==============================] - 0s 34us/step - loss: 7924.2710 - mean_absolute_error: 61.4885 - val_loss: 14837.8091 - val_mean_absolute_error: 93.4072 Epoch 837/5000 148/148 [==============================] - 0s 27us/step - loss: 7916.7578 - mean_absolute_error: 61.4641 - val_loss: 14823.6811 - val_mean_absolute_error: 93.3550 Epoch 838/5000 148/148 [==============================] - 0s 34us/step - loss: 7909.2476 - mean_absolute_error: 61.4397 - val_loss: 14809.5853 - val_mean_absolute_error: 93.3028 Epoch 839/5000 148/148 [==============================] - 0s 27us/step - loss: 7901.7485 - mean_absolute_error: 61.4155 - val_loss: 14795.5127 - val_mean_absolute_error: 93.2507 Epoch 840/5000 148/148 [==============================] - 0s 41us/step - loss: 7894.2451 - mean_absolute_error: 61.3912 - val_loss: 14781.4790 - val_mean_absolute_error: 93.1986 Epoch 841/5000 148/148 [==============================] - 0s 34us/step - loss: 7886.7358 - mean_absolute_error: 61.3667 - val_loss: 14767.4942 - val_mean_absolute_error: 93.1467 Epoch 842/5000 148/148 [==============================] - 0s 27us/step - loss: 7879.2231 - mean_absolute_error: 61.3421 - val_loss: 14753.6091 - val_mean_absolute_error: 93.0950 Epoch 843/5000 148/148 [==============================] - 0s 20us/step - loss: 7871.7314 - mean_absolute_error: 61.3175 - val_loss: 14739.7507 - val_mean_absolute_error: 93.0434 Epoch 844/5000 148/148 [==============================] - 0s 20us/step - loss: 7864.2456 - mean_absolute_error: 61.2928 - val_loss: 14725.9217 - val_mean_absolute_error: 92.9918 Epoch 845/5000 148/148 [==============================] - 0s 34us/step - loss: 7856.7617 - mean_absolute_error: 61.2682 - val_loss: 14712.1180 - val_mean_absolute_error: 92.9402 Epoch 846/5000 148/148 [==============================] - 0s 27us/step - loss: 7849.2812 - mean_absolute_error: 61.2435 - val_loss: 14698.3663 - val_mean_absolute_error: 92.8888 Epoch 847/5000 148/148 [==============================] - 0s 34us/step - loss: 7841.8047 - mean_absolute_error: 61.2188 - val_loss: 14684.6363 - val_mean_absolute_error: 92.8375 Epoch 848/5000 148/148 [==============================] - 0s 27us/step - loss: 7834.3296 - mean_absolute_error: 61.1942 - val_loss: 14670.9467 - val_mean_absolute_error: 92.7862 Epoch 849/5000 148/148 [==============================] - 0s 27us/step - loss: 7826.8623 - mean_absolute_error: 61.1695 - val_loss: 14657.2809 - val_mean_absolute_error: 92.7350 Epoch 850/5000 148/148 [==============================] - 0s 34us/step - loss: 7819.4014 - mean_absolute_error: 61.1448 - val_loss: 14643.6540 - val_mean_absolute_error: 92.6838 Epoch 851/5000 148/148 [==============================] - 0s 27us/step - loss: 7811.9502 - mean_absolute_error: 61.1201 - val_loss: 14630.0562 - val_mean_absolute_error: 92.6328 Epoch 852/5000 148/148 [==============================] - 0s 27us/step - loss: 7804.5015 - mean_absolute_error: 61.0954 - val_loss: 14616.4974 - val_mean_absolute_error: 92.5818 Epoch 853/5000 148/148 [==============================] - 0s 41us/step - loss: 7797.0610 - mean_absolute_error: 61.0706 - val_loss: 14602.9712 - val_mean_absolute_error: 92.5309 Epoch 854/5000 148/148 [==============================] - 0s 34us/step - loss: 7789.6387 - mean_absolute_error: 61.0459 - val_loss: 14589.4855 - val_mean_absolute_error: 92.4802 Epoch 855/5000 148/148 [==============================] - 0s 34us/step - loss: 7782.2222 - mean_absolute_error: 61.0210 - val_loss: 14576.0267 - val_mean_absolute_error: 92.4296 Epoch 856/5000 148/148 [==============================] - 0s 27us/step - loss: 7774.8276 - mean_absolute_error: 60.9961 - val_loss: 14562.6180 - val_mean_absolute_error: 92.3791 Epoch 857/5000 148/148 [==============================] - 0s 20us/step - loss: 7767.4805 - mean_absolute_error: 60.9713 - val_loss: 14549.2514 - val_mean_absolute_error: 92.3288 Epoch 858/5000 148/148 [==============================] - 0s 34us/step - loss: 7760.1646 - mean_absolute_error: 60.9465 - val_loss: 14535.9291 - val_mean_absolute_error: 92.2787 Epoch 859/5000 148/148 [==============================] - 0s 34us/step - loss: 7752.8574 - mean_absolute_error: 60.9216 - val_loss: 14522.6269 - val_mean_absolute_error: 92.2286 Epoch 860/5000 148/148 [==============================] - 0s 27us/step - loss: 7745.5610 - mean_absolute_error: 60.8967 - val_loss: 14509.3581 - val_mean_absolute_error: 92.1786 Epoch 861/5000 148/148 [==============================] - 0s 41us/step - loss: 7738.2734 - mean_absolute_error: 60.8716 - val_loss: 14496.1365 - val_mean_absolute_error: 92.1288 Epoch 862/5000 148/148 [==============================] - 0s 34us/step - loss: 7730.9985 - mean_absolute_error: 60.8466 - val_loss: 14482.9529 - val_mean_absolute_error: 92.0791 Epoch 863/5000 148/148 [==============================] - 0s 54us/step - loss: 7723.7290 - mean_absolute_error: 60.8215 - val_loss: 14469.8164 - val_mean_absolute_error: 92.0296 Epoch 864/5000 148/148 [==============================] - 0s 34us/step - loss: 7716.4712 - mean_absolute_error: 60.7968 - val_loss: 14456.7200 - val_mean_absolute_error: 91.9802 Epoch 865/5000 148/148 [==============================] - 0s 27us/step - loss: 7709.2212 - mean_absolute_error: 60.7720 - val_loss: 14443.6707 - val_mean_absolute_error: 91.9309 Epoch 866/5000 148/148 [==============================] - 0s 27us/step - loss: 7701.9829 - mean_absolute_error: 60.7471 - val_loss: 14430.6608 - val_mean_absolute_error: 91.8817 Epoch 867/5000 148/148 [==============================] - 0s 27us/step - loss: 7694.7603 - mean_absolute_error: 60.7222 - val_loss: 14417.7047 - val_mean_absolute_error: 91.8327 Epoch 868/5000 148/148 [==============================] - 0s 27us/step - loss: 7687.5518 - mean_absolute_error: 60.6972 - val_loss: 14404.7852 - val_mean_absolute_error: 91.7837 Epoch 869/5000 148/148 [==============================] - 0s 41us/step - loss: 7680.3506 - mean_absolute_error: 60.6721 - val_loss: 14391.9125 - val_mean_absolute_error: 91.7347 Epoch 870/5000 148/148 [==============================] - 0s 27us/step - loss: 7673.1606 - mean_absolute_error: 60.6470 - val_loss: 14379.0835 - val_mean_absolute_error: 91.6859 Epoch 871/5000 148/148 [==============================] - 0s 27us/step - loss: 7665.9790 - mean_absolute_error: 60.6217 - val_loss: 14366.2990 - val_mean_absolute_error: 91.6372 Epoch 872/5000 148/148 [==============================] - 0s 34us/step - loss: 7658.8057 - mean_absolute_error: 60.5964 - val_loss: 14353.5545 - val_mean_absolute_error: 91.5901 Epoch 873/5000 148/148 [==============================] - 0s 27us/step - loss: 7651.6333 - mean_absolute_error: 60.5709 - val_loss: 14340.8478 - val_mean_absolute_error: 91.5432 Epoch 874/5000 148/148 [==============================] - 0s 41us/step - loss: 7644.4688 - mean_absolute_error: 60.5453 - val_loss: 14328.1469 - val_mean_absolute_error: 91.4962 Epoch 875/5000 148/148 [==============================] - 0s 27us/step - loss: 7637.3081 - mean_absolute_error: 60.5196 - val_loss: 14315.4897 - val_mean_absolute_error: 91.4494 Epoch 876/5000 148/148 [==============================] - 0s 27us/step - loss: 7630.1646 - mean_absolute_error: 60.4939 - val_loss: 14302.8452 - val_mean_absolute_error: 91.4025 Epoch 877/5000 148/148 [==============================] - 0s 27us/step - loss: 7623.0254 - mean_absolute_error: 60.4681 - val_loss: 14290.2006 - val_mean_absolute_error: 91.3556 Epoch 878/5000 148/148 [==============================] - 0s 27us/step - loss: 7615.8828 - mean_absolute_error: 60.4422 - val_loss: 14277.6073 - val_mean_absolute_error: 91.3088 Epoch 879/5000 148/148 [==============================] - 0s 27us/step - loss: 7608.7432 - mean_absolute_error: 60.4163 - val_loss: 14265.0483 - val_mean_absolute_error: 91.2621 Epoch 880/5000 148/148 [==============================] - 0s 34us/step - loss: 7601.6064 - mean_absolute_error: 60.3903 - val_loss: 14252.5283 - val_mean_absolute_error: 91.2154 Epoch 881/5000 148/148 [==============================] - 0s 41us/step - loss: 7594.4722 - mean_absolute_error: 60.3641 - val_loss: 14240.0461 - val_mean_absolute_error: 91.1688 Epoch 882/5000 148/148 [==============================] - 0s 27us/step - loss: 7587.3311 - mean_absolute_error: 60.3376 - val_loss: 14227.6053 - val_mean_absolute_error: 91.1222 Epoch 883/5000 148/148 [==============================] - 0s 34us/step - loss: 7580.2349 - mean_absolute_error: 60.3112 - val_loss: 14215.1904 - val_mean_absolute_error: 91.0756 Epoch 884/5000 148/148 [==============================] - 0s 34us/step - loss: 7573.1421 - mean_absolute_error: 60.2846 - val_loss: 14202.8104 - val_mean_absolute_error: 91.0292 Epoch 885/5000 148/148 [==============================] - 0s 20us/step - loss: 7566.0601 - mean_absolute_error: 60.2581 - val_loss: 14190.4778 - val_mean_absolute_error: 90.9828 Epoch 886/5000 148/148 [==============================] - 0s 34us/step - loss: 7558.9873 - mean_absolute_error: 60.2315 - val_loss: 14178.1781 - val_mean_absolute_error: 90.9366 Epoch 887/5000 148/148 [==============================] - 0s 41us/step - loss: 7551.9224 - mean_absolute_error: 60.2048 - val_loss: 14165.9160 - val_mean_absolute_error: 90.8905 Epoch 888/5000 148/148 [==============================] - 0s 20us/step - loss: 7544.8643 - mean_absolute_error: 60.1780 - val_loss: 14153.6366 - val_mean_absolute_error: 90.8443 Epoch 889/5000 148/148 [==============================] - 0s 27us/step - loss: 7537.8135 - mean_absolute_error: 60.1512 - val_loss: 14141.3936 - val_mean_absolute_error: 90.7982 Epoch 890/5000 148/148 [==============================] - 0s 34us/step - loss: 7530.7676 - mean_absolute_error: 60.1243 - val_loss: 14129.1848 - val_mean_absolute_error: 90.7523 Epoch 891/5000 148/148 [==============================] - 0s 34us/step - loss: 7523.7290 - mean_absolute_error: 60.0972 - val_loss: 14117.0103 - val_mean_absolute_error: 90.7064 Epoch 892/5000 148/148 [==============================] - 0s 34us/step - loss: 7516.6982 - mean_absolute_error: 60.0701 - val_loss: 14104.8658 - val_mean_absolute_error: 90.6605 Epoch 893/5000 148/148 [==============================] - 0s 34us/step - loss: 7509.6733 - mean_absolute_error: 60.0429 - val_loss: 14092.7268 - val_mean_absolute_error: 90.6147 Epoch 894/5000 148/148 [==============================] - 0s 20us/step - loss: 7502.6562 - mean_absolute_error: 60.0157 - val_loss: 14080.6054 - val_mean_absolute_error: 90.5690 Epoch 895/5000 148/148 [==============================] - 0s 34us/step - loss: 7495.6460 - mean_absolute_error: 59.9884 - val_loss: 14068.5161 - val_mean_absolute_error: 90.5233 Epoch 896/5000 148/148 [==============================] - 0s 41us/step - loss: 7488.6436 - mean_absolute_error: 59.9610 - val_loss: 14056.4592 - val_mean_absolute_error: 90.4778 Epoch 897/5000 148/148 [==============================] - 0s 27us/step - loss: 7481.6484 - mean_absolute_error: 59.9336 - val_loss: 14044.4081 - val_mean_absolute_error: 90.4322 Epoch 898/5000 148/148 [==============================] - 0s 20us/step - loss: 7474.6826 - mean_absolute_error: 59.9064 - val_loss: 14032.3940 - val_mean_absolute_error: 90.3867 Epoch 899/5000 148/148 [==============================] - 0s 34us/step - loss: 7467.7861 - mean_absolute_error: 59.8794 - val_loss: 14020.4273 - val_mean_absolute_error: 90.3413 Epoch 900/5000 148/148 [==============================] - 0s 27us/step - loss: 7460.9268 - mean_absolute_error: 59.8525 - val_loss: 14008.5207 - val_mean_absolute_error: 90.2961 Epoch 901/5000 148/148 [==============================] - 0s 34us/step - loss: 7454.0947 - mean_absolute_error: 59.8256 - val_loss: 13996.7955 - val_mean_absolute_error: 90.2513 Epoch 902/5000 148/148 [==============================] - 0s 27us/step - loss: 7447.2476 - mean_absolute_error: 59.7984 - val_loss: 13985.1089 - val_mean_absolute_error: 90.2068 Epoch 903/5000 148/148 [==============================] - 0s 27us/step - loss: 7440.4292 - mean_absolute_error: 59.7713 - val_loss: 13973.4555 - val_mean_absolute_error: 90.1624 Epoch 904/5000 148/148 [==============================] - 0s 41us/step - loss: 7433.6367 - mean_absolute_error: 59.7441 - val_loss: 13961.8564 - val_mean_absolute_error: 90.1180 Epoch 905/5000 148/148 [==============================] - 0s 27us/step - loss: 7426.8706 - mean_absolute_error: 59.7168 - val_loss: 13950.3031 - val_mean_absolute_error: 90.0738 Epoch 906/5000 148/148 [==============================] - 0s 27us/step - loss: 7420.1045 - mean_absolute_error: 59.6893 - val_loss: 13938.7837 - val_mean_absolute_error: 90.0297 Epoch 907/5000 148/148 [==============================] - 0s 27us/step - loss: 7413.3579 - mean_absolute_error: 59.6615 - val_loss: 13927.2893 - val_mean_absolute_error: 89.9857 Epoch 908/5000 148/148 [==============================] - 0s 27us/step - loss: 7406.6284 - mean_absolute_error: 59.6340 - val_loss: 13915.8231 - val_mean_absolute_error: 89.9417 Epoch 909/5000 148/148 [==============================] - 0s 27us/step - loss: 7399.9214 - mean_absolute_error: 59.6066 - val_loss: 13904.3806 - val_mean_absolute_error: 89.8978 Epoch 910/5000 148/148 [==============================] - 0s 27us/step - loss: 7393.2642 - mean_absolute_error: 59.5796 - val_loss: 13892.9591 - val_mean_absolute_error: 89.8540 Epoch 911/5000 148/148 [==============================] - 0s 41us/step - loss: 7386.6377 - mean_absolute_error: 59.5528 - val_loss: 13881.5642 - val_mean_absolute_error: 89.8102 Epoch 912/5000 148/148 [==============================] - 0s 27us/step - loss: 7380.0303 - mean_absolute_error: 59.5262 - val_loss: 13870.1897 - val_mean_absolute_error: 89.7666 Epoch 913/5000 148/148 [==============================] - 0s 27us/step - loss: 7373.4326 - mean_absolute_error: 59.4996 - val_loss: 13858.8402 - val_mean_absolute_error: 89.7230 Epoch 914/5000 148/148 [==============================] - 0s 34us/step - loss: 7366.8667 - mean_absolute_error: 59.4734 - val_loss: 13847.6703 - val_mean_absolute_error: 89.6797 Epoch 915/5000 148/148 [==============================] - 0s 27us/step - loss: 7360.2812 - mean_absolute_error: 59.4469 - val_loss: 13836.5130 - val_mean_absolute_error: 89.6365 Epoch 916/5000 148/148 [==============================] - 0s 27us/step - loss: 7353.7266 - mean_absolute_error: 59.4208 - val_loss: 13825.3621 - val_mean_absolute_error: 89.5933 Epoch 917/5000 148/148 [==============================] - 0s 41us/step - loss: 7347.1860 - mean_absolute_error: 59.3947 - val_loss: 13814.2430 - val_mean_absolute_error: 89.5503 Epoch 918/5000 148/148 [==============================] - 0s 34us/step - loss: 7340.6470 - mean_absolute_error: 59.3683 - val_loss: 13803.1559 - val_mean_absolute_error: 89.5075 Epoch 919/5000 148/148 [==============================] - 0s 27us/step - loss: 7334.1045 - mean_absolute_error: 59.3415 - val_loss: 13792.0944 - val_mean_absolute_error: 89.4647 Epoch 920/5000 148/148 [==============================] - 0s 34us/step - loss: 7327.5288 - mean_absolute_error: 59.3145 - val_loss: 13781.0077 - val_mean_absolute_error: 89.4218 Epoch 921/5000 148/148 [==============================] - 0s 34us/step - loss: 7320.9282 - mean_absolute_error: 59.2875 - val_loss: 13769.9054 - val_mean_absolute_error: 89.3789 Epoch 922/5000 148/148 [==============================] - 0s 27us/step - loss: 7314.3296 - mean_absolute_error: 59.2606 - val_loss: 13758.9544 - val_mean_absolute_error: 89.3360 Epoch 923/5000 148/148 [==============================] - 0s 34us/step - loss: 7307.7139 - mean_absolute_error: 59.2334 - val_loss: 13747.9948 - val_mean_absolute_error: 89.2933 Epoch 924/5000 148/148 [==============================] - 0s 27us/step - loss: 7300.9951 - mean_absolute_error: 59.2061 - val_loss: 13737.0480 - val_mean_absolute_error: 89.2506 Epoch 925/5000 148/148 [==============================] - 0s 34us/step - loss: 7294.2637 - mean_absolute_error: 59.1788 - val_loss: 13726.1092 - val_mean_absolute_error: 89.2081 Epoch 926/5000 148/148 [==============================] - 0s 27us/step - loss: 7287.5195 - mean_absolute_error: 59.1512 - val_loss: 13715.1671 - val_mean_absolute_error: 89.1656 Epoch 927/5000 148/148 [==============================] - 0s 34us/step - loss: 7280.7837 - mean_absolute_error: 59.1238 - val_loss: 13704.2420 - val_mean_absolute_error: 89.1232 Epoch 928/5000 148/148 [==============================] - 0s 27us/step - loss: 7274.0649 - mean_absolute_error: 59.0964 - val_loss: 13693.3391 - val_mean_absolute_error: 89.0809 Epoch 929/5000 148/148 [==============================] - 0s 34us/step - loss: 7267.3647 - mean_absolute_error: 59.0692 - val_loss: 13682.4687 - val_mean_absolute_error: 89.0388 Epoch 930/5000 148/148 [==============================] - 0s 27us/step - loss: 7260.6621 - mean_absolute_error: 59.0416 - val_loss: 13671.6155 - val_mean_absolute_error: 88.9967 Epoch 931/5000 148/148 [==============================] - 0s 27us/step - loss: 7253.9629 - mean_absolute_error: 59.0141 - val_loss: 13660.7654 - val_mean_absolute_error: 88.9547 Epoch 932/5000 148/148 [==============================] - 0s 27us/step - loss: 7247.2593 - mean_absolute_error: 58.9865 - val_loss: 13649.9366 - val_mean_absolute_error: 88.9128 Epoch 933/5000 148/148 [==============================] - 0s 34us/step - loss: 7240.5483 - mean_absolute_error: 58.9588 - val_loss: 13639.1057 - val_mean_absolute_error: 88.8710 Epoch 934/5000 148/148 [==============================] - 0s 27us/step - loss: 7233.8564 - mean_absolute_error: 58.9313 - val_loss: 13628.4889 - val_mean_absolute_error: 88.8296 Epoch 935/5000 148/148 [==============================] - 0s 34us/step - loss: 7227.1299 - mean_absolute_error: 58.9033 - val_loss: 13617.8805 - val_mean_absolute_error: 88.7882 Epoch 936/5000 148/148 [==============================] - 0s 27us/step - loss: 7220.4204 - mean_absolute_error: 58.8754 - val_loss: 13607.2655 - val_mean_absolute_error: 88.7469 Epoch 937/5000 148/148 [==============================] - 0s 20us/step - loss: 7213.7153 - mean_absolute_error: 58.8475 - val_loss: 13596.6824 - val_mean_absolute_error: 88.7058 Epoch 938/5000 148/148 [==============================] - 0s 34us/step - loss: 7207.0093 - mean_absolute_error: 58.8193 - val_loss: 13586.1408 - val_mean_absolute_error: 88.6648 Epoch 939/5000 148/148 [==============================] - 0s 41us/step - loss: 7200.3091 - mean_absolute_error: 58.7907 - val_loss: 13575.6032 - val_mean_absolute_error: 88.6239 Epoch 940/5000 148/148 [==============================] - 0s 41us/step - loss: 7193.6055 - mean_absolute_error: 58.7622 - val_loss: 13565.0603 - val_mean_absolute_error: 88.5831 Epoch 941/5000 148/148 [==============================] - 0s 27us/step - loss: 7186.8911 - mean_absolute_error: 58.7334 - val_loss: 13554.5361 - val_mean_absolute_error: 88.5423 Epoch 942/5000 148/148 [==============================] - 0s 20us/step - loss: 7180.1738 - mean_absolute_error: 58.7045 - val_loss: 13544.0375 - val_mean_absolute_error: 88.5016 Epoch 943/5000 148/148 [==============================] - 0s 27us/step - loss: 7173.4639 - mean_absolute_error: 58.6757 - val_loss: 13533.5576 - val_mean_absolute_error: 88.4611 Epoch 944/5000 148/148 [==============================] - 0s 41us/step - loss: 7166.7583 - mean_absolute_error: 58.6468 - val_loss: 13523.2918 - val_mean_absolute_error: 88.4209 Epoch 945/5000 148/148 [==============================] - 0s 27us/step - loss: 7160.0591 - mean_absolute_error: 58.6175 - val_loss: 13513.0291 - val_mean_absolute_error: 88.3807 Epoch 946/5000 148/148 [==============================] - 0s 34us/step - loss: 7153.3682 - mean_absolute_error: 58.5883 - val_loss: 13502.7510 - val_mean_absolute_error: 88.3405 Epoch 947/5000 148/148 [==============================] - 0s 27us/step - loss: 7146.6738 - mean_absolute_error: 58.5589 - val_loss: 13492.4644 - val_mean_absolute_error: 88.3004 Epoch 948/5000 148/148 [==============================] - 0s 27us/step - loss: 7139.9795 - mean_absolute_error: 58.5294 - val_loss: 13482.2847 - val_mean_absolute_error: 88.2605 Epoch 949/5000 148/148 [==============================] - 0s 34us/step - loss: 7133.2686 - mean_absolute_error: 58.4998 - val_loss: 13472.1381 - val_mean_absolute_error: 88.2207 Epoch 950/5000 148/148 [==============================] - 0s 41us/step - loss: 7126.5488 - mean_absolute_error: 58.4701 - val_loss: 13462.0135 - val_mean_absolute_error: 88.1810 Epoch 951/5000 148/148 [==============================] - 0s 34us/step - loss: 7119.8203 - mean_absolute_error: 58.4403 - val_loss: 13451.8964 - val_mean_absolute_error: 88.1411 Epoch 952/5000 148/148 [==============================] - 0s 27us/step - loss: 7113.0952 - mean_absolute_error: 58.4104 - val_loss: 13441.8551 - val_mean_absolute_error: 88.1015 Epoch 953/5000 148/148 [==============================] - 0s 34us/step - loss: 7106.3716 - mean_absolute_error: 58.3803 - val_loss: 13431.8749 - val_mean_absolute_error: 88.0620 Epoch 954/5000 148/148 [==============================] - 0s 34us/step - loss: 7099.6377 - mean_absolute_error: 58.3496 - val_loss: 13421.9369 - val_mean_absolute_error: 88.0227 Epoch 955/5000 148/148 [==============================] - 0s 27us/step - loss: 7092.9189 - mean_absolute_error: 58.3186 - val_loss: 13412.0042 - val_mean_absolute_error: 87.9834 Epoch 956/5000 148/148 [==============================] - 0s 27us/step - loss: 7086.1978 - mean_absolute_error: 58.2876 - val_loss: 13402.0802 - val_mean_absolute_error: 87.9441 Epoch 957/5000 148/148 [==============================] - 0s 27us/step - loss: 7079.4790 - mean_absolute_error: 58.2567 - val_loss: 13392.1203 - val_mean_absolute_error: 87.9048 Epoch 958/5000 148/148 [==============================] - 0s 27us/step - loss: 7072.7598 - mean_absolute_error: 58.2258 - val_loss: 13382.1521 - val_mean_absolute_error: 87.8653 Epoch 959/5000 148/148 [==============================] - 0s 34us/step - loss: 7066.0425 - mean_absolute_error: 58.1951 - val_loss: 13372.1574 - val_mean_absolute_error: 87.8258 Epoch 960/5000 148/148 [==============================] - 0s 41us/step - loss: 7059.3364 - mean_absolute_error: 58.1651 - val_loss: 13362.1132 - val_mean_absolute_error: 87.7862 Epoch 961/5000 148/148 [==============================] - 0s 27us/step - loss: 7052.6343 - mean_absolute_error: 58.1366 - val_loss: 13352.1085 - val_mean_absolute_error: 87.7467 Epoch 962/5000 148/148 [==============================] - 0s 34us/step - loss: 7045.9272 - mean_absolute_error: 58.1082 - val_loss: 13342.0836 - val_mean_absolute_error: 87.7070 Epoch 963/5000 148/148 [==============================] - 0s 27us/step - loss: 7039.2163 - mean_absolute_error: 58.0799 - val_loss: 13332.0770 - val_mean_absolute_error: 87.6673 Epoch 964/5000 148/148 [==============================] - 0s 27us/step - loss: 7032.4839 - mean_absolute_error: 58.0512 - val_loss: 13322.0993 - val_mean_absolute_error: 87.6277 Epoch 965/5000 148/148 [==============================] - 0s 34us/step - loss: 7025.7363 - mean_absolute_error: 58.0222 - val_loss: 13312.1383 - val_mean_absolute_error: 87.5881 Epoch 966/5000 148/148 [==============================] - 0s 34us/step - loss: 7018.9810 - mean_absolute_error: 57.9928 - val_loss: 13302.2135 - val_mean_absolute_error: 87.5485 Epoch 967/5000 148/148 [==============================] - 0s 34us/step - loss: 7012.2632 - mean_absolute_error: 57.9634 - val_loss: 13292.4854 - val_mean_absolute_error: 87.5091 Epoch 968/5000 148/148 [==============================] - 0s 27us/step - loss: 7005.5298 - mean_absolute_error: 57.9339 - val_loss: 13282.7020 - val_mean_absolute_error: 87.4696 Epoch 969/5000 148/148 [==============================] - 0s 27us/step - loss: 6998.8101 - mean_absolute_error: 57.9053 - val_loss: 13272.8678 - val_mean_absolute_error: 87.4300 Epoch 970/5000 148/148 [==============================] - 0s 27us/step - loss: 6992.0859 - mean_absolute_error: 57.8771 - val_loss: 13263.0171 - val_mean_absolute_error: 87.3905 Epoch 971/5000 148/148 [==============================] - 0s 34us/step - loss: 6985.3618 - mean_absolute_error: 57.8490 - val_loss: 13253.1616 - val_mean_absolute_error: 87.3510 Epoch 972/5000 148/148 [==============================] - 0s 34us/step - loss: 6978.6421 - mean_absolute_error: 57.8213 - val_loss: 13243.3097 - val_mean_absolute_error: 87.3117 Epoch 973/5000 148/148 [==============================] - 0s 27us/step - loss: 6971.9209 - mean_absolute_error: 57.7937 - val_loss: 13233.4327 - val_mean_absolute_error: 87.2725 Epoch 974/5000 148/148 [==============================] - 0s 27us/step - loss: 6965.1973 - mean_absolute_error: 57.7672 - val_loss: 13223.5617 - val_mean_absolute_error: 87.2331 Epoch 975/5000 148/148 [==============================] - 0s 27us/step - loss: 6958.4756 - mean_absolute_error: 57.7406 - val_loss: 13213.6698 - val_mean_absolute_error: 87.1935 Epoch 976/5000 148/148 [==============================] - 0s 27us/step - loss: 6951.7515 - mean_absolute_error: 57.7136 - val_loss: 13203.8028 - val_mean_absolute_error: 87.1540 Epoch 977/5000 148/148 [==============================] - 0s 27us/step - loss: 6945.0396 - mean_absolute_error: 57.6863 - val_loss: 13193.8931 - val_mean_absolute_error: 87.1143 Epoch 978/5000 148/148 [==============================] - 0s 41us/step - loss: 6938.3335 - mean_absolute_error: 57.6593 - val_loss: 13183.9608 - val_mean_absolute_error: 87.0747 Epoch 979/5000 148/148 [==============================] - 0s 34us/step - loss: 6931.6357 - mean_absolute_error: 57.6323 - val_loss: 13173.9984 - val_mean_absolute_error: 87.0350 Epoch 980/5000 148/148 [==============================] - 0s 27us/step - loss: 6924.9556 - mean_absolute_error: 57.6055 - val_loss: 13164.2532 - val_mean_absolute_error: 86.9955 Epoch 981/5000 148/148 [==============================] - 0s 27us/step - loss: 6918.2563 - mean_absolute_error: 57.5785 - val_loss: 13154.5200 - val_mean_absolute_error: 86.9560 Epoch 982/5000 148/148 [==============================] - 0s 27us/step - loss: 6911.5850 - mean_absolute_error: 57.5512 - val_loss: 13144.7978 - val_mean_absolute_error: 86.9167 Epoch 983/5000 148/148 [==============================] - 0s 27us/step - loss: 6904.9160 - mean_absolute_error: 57.5236 - val_loss: 13135.0385 - val_mean_absolute_error: 86.8774 Epoch 984/5000 148/148 [==============================] - 0s 34us/step - loss: 6898.2544 - mean_absolute_error: 57.4964 - val_loss: 13125.2204 - val_mean_absolute_error: 86.8380 Epoch 985/5000 148/148 [==============================] - 0s 27us/step - loss: 6891.5815 - mean_absolute_error: 57.4693 - val_loss: 13115.4119 - val_mean_absolute_error: 86.7985 Epoch 986/5000 148/148 [==============================] - 0s 27us/step - loss: 6884.9082 - mean_absolute_error: 57.4418 - val_loss: 13105.5524 - val_mean_absolute_error: 86.7588 Epoch 987/5000 148/148 [==============================] - 0s 41us/step - loss: 6878.2402 - mean_absolute_error: 57.4145 - val_loss: 13095.6938 - val_mean_absolute_error: 86.7192 Epoch 988/5000 148/148 [==============================] - 0s 27us/step - loss: 6871.5742 - mean_absolute_error: 57.3868 - val_loss: 13085.8060 - val_mean_absolute_error: 86.6794 Epoch 989/5000 148/148 [==============================] - 0s 34us/step - loss: 6864.9175 - mean_absolute_error: 57.3594 - val_loss: 13075.8803 - val_mean_absolute_error: 86.6396 Epoch 990/5000 148/148 [==============================] - 0s 34us/step - loss: 6858.2734 - mean_absolute_error: 57.3323 - val_loss: 13065.9218 - val_mean_absolute_error: 86.5997 Epoch 991/5000 148/148 [==============================] - 0s 41us/step - loss: 6851.6641 - mean_absolute_error: 57.3054 - val_loss: 13056.2298 - val_mean_absolute_error: 86.5600 Epoch 992/5000 148/148 [==============================] - 0s 34us/step - loss: 6845.0278 - mean_absolute_error: 57.2775 - val_loss: 13046.5276 - val_mean_absolute_error: 86.5203 Epoch 993/5000 148/148 [==============================] - 0s 27us/step - loss: 6838.4170 - mean_absolute_error: 57.2494 - val_loss: 13036.7611 - val_mean_absolute_error: 86.4804 Epoch 994/5000 148/148 [==============================] - 0s 34us/step - loss: 6831.8149 - mean_absolute_error: 57.2215 - val_loss: 13026.9563 - val_mean_absolute_error: 86.4406 Epoch 995/5000 148/148 [==============================] - 0s 41us/step - loss: 6825.2188 - mean_absolute_error: 57.1938 - val_loss: 13017.1778 - val_mean_absolute_error: 86.4008 Epoch 996/5000 148/148 [==============================] - 0s 34us/step - loss: 6818.6313 - mean_absolute_error: 57.1657 - val_loss: 13007.3696 - val_mean_absolute_error: 86.3609 Epoch 997/5000 148/148 [==============================] - 0s 27us/step - loss: 6812.0483 - mean_absolute_error: 57.1378 - val_loss: 12997.5839 - val_mean_absolute_error: 86.3212 Epoch 998/5000 148/148 [==============================] - 0s 34us/step - loss: 6805.4873 - mean_absolute_error: 57.1098 - val_loss: 12987.7566 - val_mean_absolute_error: 86.2813 Epoch 999/5000 148/148 [==============================] - 0s 34us/step - loss: 6798.9292 - mean_absolute_error: 57.0821 - val_loss: 12977.9034 - val_mean_absolute_error: 86.2415 Epoch 1000/5000 148/148 [==============================] - 0s 41us/step - loss: 6792.3872 - mean_absolute_error: 57.0544 - val_loss: 12968.0688 - val_mean_absolute_error: 86.2017 Epoch 1001/5000 148/148 [==============================] - 0s 27us/step - loss: 6785.8579 - mean_absolute_error: 57.0265 - val_loss: 12958.5026 - val_mean_absolute_error: 86.1621 Epoch 1002/5000 148/148 [==============================] - 0s 20us/step - loss: 6779.3291 - mean_absolute_error: 56.9977 - val_loss: 12948.9066 - val_mean_absolute_error: 86.1226 Epoch 1003/5000 148/148 [==============================] - 0s 27us/step - loss: 6772.8169 - mean_absolute_error: 56.9691 - val_loss: 12939.2699 - val_mean_absolute_error: 86.0830 Epoch 1004/5000 148/148 [==============================] - 0s 41us/step - loss: 6766.3110 - mean_absolute_error: 56.9407 - val_loss: 12929.5961 - val_mean_absolute_error: 86.0449 Epoch 1005/5000 148/148 [==============================] - 0s 27us/step - loss: 6759.8164 - mean_absolute_error: 56.9127 - val_loss: 12919.9246 - val_mean_absolute_error: 86.0074 Epoch 1006/5000 148/148 [==============================] - 0s 34us/step - loss: 6753.3311 - mean_absolute_error: 56.8843 - val_loss: 12910.2585 - val_mean_absolute_error: 85.9700 Epoch 1007/5000 148/148 [==============================] - 0s 20us/step - loss: 6746.8496 - mean_absolute_error: 56.8557 - val_loss: 12900.5903 - val_mean_absolute_error: 85.9326 Epoch 1008/5000 148/148 [==============================] - 0s 27us/step - loss: 6740.3989 - mean_absolute_error: 56.8272 - val_loss: 12890.8595 - val_mean_absolute_error: 85.8950 Epoch 1009/5000 148/148 [==============================] - 0s 34us/step - loss: 6733.9595 - mean_absolute_error: 56.7989 - val_loss: 12881.0960 - val_mean_absolute_error: 85.8574 Epoch 1010/5000 148/148 [==============================] - 0s 34us/step - loss: 6727.5303 - mean_absolute_error: 56.7709 - val_loss: 12871.3119 - val_mean_absolute_error: 85.8197 Epoch 1011/5000 148/148 [==============================] - 0s 27us/step - loss: 6721.1016 - mean_absolute_error: 56.7431 - val_loss: 12861.5489 - val_mean_absolute_error: 85.7820 Epoch 1012/5000 148/148 [==============================] - 0s 34us/step - loss: 6714.7256 - mean_absolute_error: 56.7150 - val_loss: 12852.0626 - val_mean_absolute_error: 85.7447 Epoch 1013/5000 148/148 [==============================] - 0s 27us/step - loss: 6708.3022 - mean_absolute_error: 56.6860 - val_loss: 12842.5400 - val_mean_absolute_error: 85.7073 Epoch 1014/5000 148/148 [==============================] - 0s 27us/step - loss: 6701.9297 - mean_absolute_error: 56.6568 - val_loss: 12832.9270 - val_mean_absolute_error: 85.6698 Epoch 1015/5000 148/148 [==============================] - 0s 27us/step - loss: 6695.5649 - mean_absolute_error: 56.6280 - val_loss: 12823.2484 - val_mean_absolute_error: 85.6323 Epoch 1016/5000 148/148 [==============================] - 0s 27us/step - loss: 6689.2036 - mean_absolute_error: 56.5996 - val_loss: 12813.5412 - val_mean_absolute_error: 85.5950 Epoch 1017/5000 148/148 [==============================] - 0s 34us/step - loss: 6682.8477 - mean_absolute_error: 56.5720 - val_loss: 12803.8607 - val_mean_absolute_error: 85.5584 Epoch 1018/5000 148/148 [==============================] - 0s 27us/step - loss: 6676.5122 - mean_absolute_error: 56.5441 - val_loss: 12794.1791 - val_mean_absolute_error: 85.5219 Epoch 1019/5000 148/148 [==============================] - 0s 27us/step - loss: 6670.1763 - mean_absolute_error: 56.5166 - val_loss: 12784.5195 - val_mean_absolute_error: 85.4855 Epoch 1020/5000 148/148 [==============================] - 0s 27us/step - loss: 6663.8633 - mean_absolute_error: 56.4897 - val_loss: 12774.8349 - val_mean_absolute_error: 85.4492 Epoch 1021/5000 148/148 [==============================] - 0s 27us/step - loss: 6657.5518 - mean_absolute_error: 56.4632 - val_loss: 12765.1327 - val_mean_absolute_error: 85.4128 Epoch 1022/5000 148/148 [==============================] - 0s 27us/step - loss: 6651.2441 - mean_absolute_error: 56.4369 - val_loss: 12755.4191 - val_mean_absolute_error: 85.3766 Epoch 1023/5000 148/148 [==============================] - 0s 41us/step - loss: 6644.9839 - mean_absolute_error: 56.4110 - val_loss: 12745.9445 - val_mean_absolute_error: 85.3404 Epoch 1024/5000 148/148 [==============================] - 0s 27us/step - loss: 6638.6855 - mean_absolute_error: 56.3849 - val_loss: 12736.4899 - val_mean_absolute_error: 85.3042 Epoch 1025/5000 148/148 [==============================] - 0s 27us/step - loss: 6632.4268 - mean_absolute_error: 56.3586 - val_loss: 12727.0735 - val_mean_absolute_error: 85.2682 Epoch 1026/5000 148/148 [==============================] - 0s 34us/step - loss: 6626.1733 - mean_absolute_error: 56.3321 - val_loss: 12717.6581 - val_mean_absolute_error: 85.2322 Epoch 1027/5000 148/148 [==============================] - 0s 34us/step - loss: 6619.9316 - mean_absolute_error: 56.3053 - val_loss: 12708.2366 - val_mean_absolute_error: 85.1962 Epoch 1028/5000 148/148 [==============================] - 0s 34us/step - loss: 6613.6982 - mean_absolute_error: 56.2783 - val_loss: 12698.7495 - val_mean_absolute_error: 85.1601 Epoch 1029/5000 148/148 [==============================] - 0s 27us/step - loss: 6607.4761 - mean_absolute_error: 56.2517 - val_loss: 12689.2047 - val_mean_absolute_error: 85.1239 Epoch 1030/5000 148/148 [==============================] - 0s 27us/step - loss: 6601.2485 - mean_absolute_error: 56.2252 - val_loss: 12679.6850 - val_mean_absolute_error: 85.0878 Epoch 1031/5000 148/148 [==============================] - 0s 27us/step - loss: 6595.0249 - mean_absolute_error: 56.1985 - val_loss: 12670.1704 - val_mean_absolute_error: 85.0517 Epoch 1032/5000 148/148 [==============================] - 0s 27us/step - loss: 6588.7881 - mean_absolute_error: 56.1716 - val_loss: 12660.8622 - val_mean_absolute_error: 85.0157 Epoch 1033/5000 148/148 [==============================] - 0s 34us/step - loss: 6582.5312 - mean_absolute_error: 56.1445 - val_loss: 12651.4777 - val_mean_absolute_error: 84.9795 Epoch 1034/5000 148/148 [==============================] - 0s 27us/step - loss: 6576.2500 - mean_absolute_error: 56.1177 - val_loss: 12642.0561 - val_mean_absolute_error: 84.9433 Epoch 1035/5000 148/148 [==============================] - 0s 27us/step - loss: 6569.9619 - mean_absolute_error: 56.0913 - val_loss: 12632.6519 - val_mean_absolute_error: 84.9073 Epoch 1036/5000 148/148 [==============================] - 0s 34us/step - loss: 6563.6616 - mean_absolute_error: 56.0645 - val_loss: 12623.2593 - val_mean_absolute_error: 84.8713 Epoch 1037/5000 148/148 [==============================] - 0s 20us/step - loss: 6557.3545 - mean_absolute_error: 56.0374 - val_loss: 12613.8907 - val_mean_absolute_error: 84.8357 Epoch 1038/5000 148/148 [==============================] - 0s 34us/step - loss: 6551.0391 - mean_absolute_error: 56.0102 - val_loss: 12604.5507 - val_mean_absolute_error: 84.8002 Epoch 1039/5000 148/148 [==============================] - 0s 34us/step - loss: 6544.7520 - mean_absolute_error: 55.9828 - val_loss: 12595.1656 - val_mean_absolute_error: 84.7647 Epoch 1040/5000 148/148 [==============================] - 0s 34us/step - loss: 6538.4722 - mean_absolute_error: 55.9560 - val_loss: 12585.7346 - val_mean_absolute_error: 84.7292 Epoch 1041/5000 148/148 [==============================] - 0s 27us/step - loss: 6532.1880 - mean_absolute_error: 55.9296 - val_loss: 12576.2955 - val_mean_absolute_error: 84.6937 Epoch 1042/5000 148/148 [==============================] - 0s 27us/step - loss: 6525.9077 - mean_absolute_error: 55.9034 - val_loss: 12567.0963 - val_mean_absolute_error: 84.6583 Epoch 1043/5000 148/148 [==============================] - 0s 41us/step - loss: 6519.6401 - mean_absolute_error: 55.8771 - val_loss: 12557.9173 - val_mean_absolute_error: 84.6230 Epoch 1044/5000 148/148 [==============================] - 0s 27us/step - loss: 6513.4136 - mean_absolute_error: 55.8506 - val_loss: 12548.7475 - val_mean_absolute_error: 84.5877 Epoch 1045/5000 148/148 [==============================] - 0s 27us/step - loss: 6507.2461 - mean_absolute_error: 55.8241 - val_loss: 12539.5982 - val_mean_absolute_error: 84.5525 Epoch 1046/5000 148/148 [==============================] - 0s 27us/step - loss: 6501.0859 - mean_absolute_error: 55.7973 - val_loss: 12530.4566 - val_mean_absolute_error: 84.5174 Epoch 1047/5000 148/148 [==============================] - 0s 20us/step - loss: 6494.9341 - mean_absolute_error: 55.7704 - val_loss: 12521.3276 - val_mean_absolute_error: 84.4824 Epoch 1048/5000 148/148 [==============================] - 0s 27us/step - loss: 6488.8076 - mean_absolute_error: 55.7434 - val_loss: 12512.1355 - val_mean_absolute_error: 84.4472 Epoch 1049/5000 148/148 [==============================] - 0s 27us/step - loss: 6482.6958 - mean_absolute_error: 55.7168 - val_loss: 12502.8805 - val_mean_absolute_error: 84.4119 Epoch 1050/5000 148/148 [==============================] - 0s 41us/step - loss: 6476.5830 - mean_absolute_error: 55.6906 - val_loss: 12493.5772 - val_mean_absolute_error: 84.3765 Epoch 1051/5000 148/148 [==============================] - 0s 34us/step - loss: 6470.4780 - mean_absolute_error: 55.6648 - val_loss: 12484.2910 - val_mean_absolute_error: 84.3411 Epoch 1052/5000 148/148 [==============================] - 0s 27us/step - loss: 6464.4141 - mean_absolute_error: 55.6387 - val_loss: 12475.0851 - val_mean_absolute_error: 84.3061 Epoch 1053/5000 148/148 [==============================] - 0s 27us/step - loss: 6458.3833 - mean_absolute_error: 55.6124 - val_loss: 12466.2093 - val_mean_absolute_error: 84.2714 Epoch 1054/5000 148/148 [==============================] - 0s 27us/step - loss: 6452.3716 - mean_absolute_error: 55.5853 - val_loss: 12457.3285 - val_mean_absolute_error: 84.2369 Epoch 1055/5000 148/148 [==============================] - 0s 47us/step - loss: 6446.4771 - mean_absolute_error: 55.5588 - val_loss: 12448.4257 - val_mean_absolute_error: 84.2027 Epoch 1056/5000 148/148 [==============================] - 0s 27us/step - loss: 6440.5288 - mean_absolute_error: 55.5332 - val_loss: 12439.5364 - val_mean_absolute_error: 84.1688 Epoch 1057/5000 148/148 [==============================] - 0s 27us/step - loss: 6434.5737 - mean_absolute_error: 55.5081 - val_loss: 12430.6633 - val_mean_absolute_error: 84.1352 Epoch 1058/5000 148/148 [==============================] - 0s 27us/step - loss: 6428.5962 - mean_absolute_error: 55.4832 - val_loss: 12421.7994 - val_mean_absolute_error: 84.1019 Epoch 1059/5000 148/148 [==============================] - 0s 20us/step - loss: 6422.6685 - mean_absolute_error: 55.4588 - val_loss: 12413.2192 - val_mean_absolute_error: 84.0690 Epoch 1060/5000 148/148 [==============================] - 0s 34us/step - loss: 6416.7690 - mean_absolute_error: 55.4340 - val_loss: 12404.9125 - val_mean_absolute_error: 84.0364 Epoch 1061/5000 148/148 [==============================] - 0s 41us/step - loss: 6410.7847 - mean_absolute_error: 55.4081 - val_loss: 12396.8227 - val_mean_absolute_error: 84.0039 Epoch 1062/5000 148/148 [==============================] - 0s 27us/step - loss: 6404.9028 - mean_absolute_error: 55.3817 - val_loss: 12388.7006 - val_mean_absolute_error: 83.9714 Epoch 1063/5000 148/148 [==============================] - 0s 34us/step - loss: 6399.0361 - mean_absolute_error: 55.3550 - val_loss: 12380.4885 - val_mean_absolute_error: 83.9389 Epoch 1064/5000 148/148 [==============================] - 0s 34us/step - loss: 6393.1582 - mean_absolute_error: 55.3287 - val_loss: 12372.2030 - val_mean_absolute_error: 83.9063 Epoch 1065/5000 148/148 [==============================] - 0s 20us/step - loss: 6387.2642 - mean_absolute_error: 55.3027 - val_loss: 12363.8574 - val_mean_absolute_error: 83.8737 Epoch 1066/5000 148/148 [==============================] - 0s 34us/step - loss: 6381.3760 - mean_absolute_error: 55.2770 - val_loss: 12355.5372 - val_mean_absolute_error: 83.8412 Epoch 1067/5000 148/148 [==============================] - 0s 27us/step - loss: 6375.5068 - mean_absolute_error: 55.2512 - val_loss: 12347.2092 - val_mean_absolute_error: 83.8087 Epoch 1068/5000 148/148 [==============================] - 0s 27us/step - loss: 6369.6328 - mean_absolute_error: 55.2251 - val_loss: 12338.8906 - val_mean_absolute_error: 83.7763 Epoch 1069/5000 148/148 [==============================] - 0s 34us/step - loss: 6363.8198 - mean_absolute_error: 55.1988 - val_loss: 12330.5915 - val_mean_absolute_error: 83.7443 Epoch 1070/5000 148/148 [==============================] - 0s 27us/step - loss: 6357.9751 - mean_absolute_error: 55.1735 - val_loss: 12322.3140 - val_mean_absolute_error: 83.7127 Epoch 1071/5000 148/148 [==============================] - 0s 27us/step - loss: 6352.1187 - mean_absolute_error: 55.1487 - val_loss: 12314.0399 - val_mean_absolute_error: 83.6813 Epoch 1072/5000 148/148 [==============================] - 0s 27us/step - loss: 6346.2974 - mean_absolute_error: 55.1246 - val_loss: 12305.7893 - val_mean_absolute_error: 83.6500 Epoch 1073/5000 148/148 [==============================] - 0s 27us/step - loss: 6340.5151 - mean_absolute_error: 55.1002 - val_loss: 12297.5660 - val_mean_absolute_error: 83.6189 Epoch 1074/5000 148/148 [==============================] - 0s 34us/step - loss: 6334.7510 - mean_absolute_error: 55.0756 - val_loss: 12289.3070 - val_mean_absolute_error: 83.5883 Epoch 1075/5000 148/148 [==============================] - 0s 34us/step - loss: 6329.0005 - mean_absolute_error: 55.0514 - val_loss: 12280.9901 - val_mean_absolute_error: 83.5574 Epoch 1076/5000 148/148 [==============================] - 0s 27us/step - loss: 6323.2578 - mean_absolute_error: 55.0275 - val_loss: 12272.6807 - val_mean_absolute_error: 83.5265 Epoch 1077/5000 148/148 [==============================] - 0s 27us/step - loss: 6317.5454 - mean_absolute_error: 55.0032 - val_loss: 12264.3822 - val_mean_absolute_error: 83.4954 Epoch 1078/5000 148/148 [==============================] - 0s 34us/step - loss: 6311.8413 - mean_absolute_error: 54.9784 - val_loss: 12256.0442 - val_mean_absolute_error: 83.4643 Epoch 1079/5000 148/148 [==============================] - 0s 34us/step - loss: 6306.1318 - mean_absolute_error: 54.9537 - val_loss: 12247.6443 - val_mean_absolute_error: 83.4328 Epoch 1080/5000 148/148 [==============================] - 0s 27us/step - loss: 6300.4141 - mean_absolute_error: 54.9290 - val_loss: 12239.2682 - val_mean_absolute_error: 83.4014 Epoch 1081/5000 148/148 [==============================] - 0s 34us/step - loss: 6294.7407 - mean_absolute_error: 54.9041 - val_loss: 12230.9398 - val_mean_absolute_error: 83.3703 Epoch 1082/5000 148/148 [==============================] - 0s 27us/step - loss: 6289.1396 - mean_absolute_error: 54.8799 - val_loss: 12222.6439 - val_mean_absolute_error: 83.3396 Epoch 1083/5000 148/148 [==============================] - 0s 34us/step - loss: 6283.5928 - mean_absolute_error: 54.8563 - val_loss: 12214.6013 - val_mean_absolute_error: 83.3085 Epoch 1084/5000 148/148 [==============================] - 0s 41us/step - loss: 6278.0234 - mean_absolute_error: 54.8316 - val_loss: 12206.7212 - val_mean_absolute_error: 83.2772 Epoch 1085/5000 148/148 [==============================] - 0s 34us/step - loss: 6272.4639 - mean_absolute_error: 54.8067 - val_loss: 12198.7712 - val_mean_absolute_error: 83.2462 Epoch 1086/5000 148/148 [==============================] - 0s 27us/step - loss: 6266.9575 - mean_absolute_error: 54.7833 - val_loss: 12190.8121 - val_mean_absolute_error: 83.2151 Epoch 1087/5000 148/148 [==============================] - 0s 27us/step - loss: 6261.4683 - mean_absolute_error: 54.7596 - val_loss: 12182.8554 - val_mean_absolute_error: 83.1841 Epoch 1088/5000 148/148 [==============================] - 0s 41us/step - loss: 6255.9927 - mean_absolute_error: 54.7357 - val_loss: 12174.9021 - val_mean_absolute_error: 83.1529 Epoch 1089/5000 148/148 [==============================] - 0s 20us/step - loss: 6250.5278 - mean_absolute_error: 54.7116 - val_loss: 12166.9575 - val_mean_absolute_error: 83.1218 Epoch 1090/5000 148/148 [==============================] - 0s 34us/step - loss: 6245.0898 - mean_absolute_error: 54.6880 - val_loss: 12159.0213 - val_mean_absolute_error: 83.0909 Epoch 1091/5000 148/148 [==============================] - 0s 20us/step - loss: 6239.6401 - mean_absolute_error: 54.6649 - val_loss: 12151.0535 - val_mean_absolute_error: 83.0601 Epoch 1092/5000 148/148 [==============================] - 0s 27us/step - loss: 6234.2485 - mean_absolute_error: 54.6423 - val_loss: 12143.0898 - val_mean_absolute_error: 83.0293 Epoch 1093/5000 148/148 [==============================] - 0s 27us/step - loss: 6228.8735 - mean_absolute_error: 54.6193 - val_loss: 12135.1255 - val_mean_absolute_error: 82.9983 Epoch 1094/5000 148/148 [==============================] - 0s 27us/step - loss: 6223.4976 - mean_absolute_error: 54.5958 - val_loss: 12127.1631 - val_mean_absolute_error: 82.9673 Epoch 1095/5000 148/148 [==============================] - 0s 27us/step - loss: 6218.1387 - mean_absolute_error: 54.5720 - val_loss: 12119.3768 - val_mean_absolute_error: 82.9360 Epoch 1096/5000 148/148 [==============================] - 0s 34us/step - loss: 6212.7944 - mean_absolute_error: 54.5478 - val_loss: 12111.5400 - val_mean_absolute_error: 82.9046 Epoch 1097/5000 148/148 [==============================] - 0s 27us/step - loss: 6207.4678 - mean_absolute_error: 54.5239 - val_loss: 12103.6938 - val_mean_absolute_error: 82.8738 Epoch 1098/5000 148/148 [==============================] - 0s 34us/step - loss: 6202.1646 - mean_absolute_error: 54.5011 - val_loss: 12095.8726 - val_mean_absolute_error: 82.8431 Epoch 1099/5000 148/148 [==============================] - 0s 27us/step - loss: 6196.8794 - mean_absolute_error: 54.4780 - val_loss: 12088.0942 - val_mean_absolute_error: 82.8127 Epoch 1100/5000 148/148 [==============================] - 0s 27us/step - loss: 6191.6108 - mean_absolute_error: 54.4553 - val_loss: 12080.3468 - val_mean_absolute_error: 82.7823 Epoch 1101/5000 148/148 [==============================] - 0s 27us/step - loss: 6186.3457 - mean_absolute_error: 54.4323 - val_loss: 12072.6332 - val_mean_absolute_error: 82.7520 Epoch 1102/5000 148/148 [==============================] - 0s 27us/step - loss: 6181.0825 - mean_absolute_error: 54.4089 - val_loss: 12064.9034 - val_mean_absolute_error: 82.7218 Epoch 1103/5000 148/148 [==============================] - 0s 27us/step - loss: 6175.8271 - mean_absolute_error: 54.3852 - val_loss: 12057.4269 - val_mean_absolute_error: 82.6914 Epoch 1104/5000 148/148 [==============================] - 0s 34us/step - loss: 6170.5767 - mean_absolute_error: 54.3607 - val_loss: 12049.9643 - val_mean_absolute_error: 82.6610 Epoch 1105/5000 148/148 [==============================] - 0s 34us/step - loss: 6165.3428 - mean_absolute_error: 54.3360 - val_loss: 12042.5336 - val_mean_absolute_error: 82.6312 Epoch 1106/5000 148/148 [==============================] - 0s 27us/step - loss: 6160.1533 - mean_absolute_error: 54.3123 - val_loss: 12035.0395 - val_mean_absolute_error: 82.6014 Epoch 1107/5000 148/148 [==============================] - 0s 27us/step - loss: 6154.9688 - mean_absolute_error: 54.2890 - val_loss: 12027.5044 - val_mean_absolute_error: 82.5719 Epoch 1108/5000 148/148 [==============================] - 0s 27us/step - loss: 6149.7812 - mean_absolute_error: 54.2667 - val_loss: 12019.9136 - val_mean_absolute_error: 82.5423 Epoch 1109/5000 148/148 [==============================] - 0s 41us/step - loss: 6144.6240 - mean_absolute_error: 54.2448 - val_loss: 12012.3301 - val_mean_absolute_error: 82.5128 Epoch 1110/5000 148/148 [==============================] - 0s 41us/step - loss: 6139.4756 - mean_absolute_error: 54.2226 - val_loss: 12004.7723 - val_mean_absolute_error: 82.4832 Epoch 1111/5000 148/148 [==============================] - 0s 27us/step - loss: 6134.3721 - mean_absolute_error: 54.2001 - val_loss: 11997.4368 - val_mean_absolute_error: 82.4533 Epoch 1112/5000 148/148 [==============================] - 0s 34us/step - loss: 6129.1968 - mean_absolute_error: 54.1761 - val_loss: 11990.1156 - val_mean_absolute_error: 82.4235 Epoch 1113/5000 148/148 [==============================] - 0s 41us/step - loss: 6124.0610 - mean_absolute_error: 54.1519 - val_loss: 11982.7517 - val_mean_absolute_error: 82.3936 Epoch 1114/5000 148/148 [==============================] - 0s 27us/step - loss: 6118.9712 - mean_absolute_error: 54.1278 - val_loss: 11975.3635 - val_mean_absolute_error: 82.3642 Epoch 1115/5000 148/148 [==============================] - 0s 27us/step - loss: 6113.8833 - mean_absolute_error: 54.1045 - val_loss: 11967.9915 - val_mean_absolute_error: 82.3368 Epoch 1116/5000 148/148 [==============================] - 0s 34us/step - loss: 6108.7891 - mean_absolute_error: 54.0819 - val_loss: 11960.6190 - val_mean_absolute_error: 82.3100 Epoch 1117/5000 148/148 [==============================] - 0s 34us/step - loss: 6103.7412 - mean_absolute_error: 54.0590 - val_loss: 11953.2308 - val_mean_absolute_error: 82.2830 Epoch 1118/5000 148/148 [==============================] - 0s 27us/step - loss: 6098.7109 - mean_absolute_error: 54.0358 - val_loss: 11945.7727 - val_mean_absolute_error: 82.2560 Epoch 1119/5000 148/148 [==============================] - 0s 34us/step - loss: 6093.6831 - mean_absolute_error: 54.0129 - val_loss: 11938.2687 - val_mean_absolute_error: 82.2289 Epoch 1120/5000 148/148 [==============================] - 0s 34us/step - loss: 6088.6543 - mean_absolute_error: 53.9904 - val_loss: 11930.7441 - val_mean_absolute_error: 82.2018 Epoch 1121/5000 148/148 [==============================] - 0s 34us/step - loss: 6083.6626 - mean_absolute_error: 53.9683 - val_loss: 11923.2836 - val_mean_absolute_error: 82.1752 Epoch 1122/5000 148/148 [==============================] - 0s 34us/step - loss: 6078.7183 - mean_absolute_error: 53.9467 - val_loss: 11916.0413 - val_mean_absolute_error: 82.1484 Epoch 1123/5000 148/148 [==============================] - 0s 27us/step - loss: 6073.6934 - mean_absolute_error: 53.9238 - val_loss: 11909.0178 - val_mean_absolute_error: 82.1215 Epoch 1124/5000 148/148 [==============================] - 0s 34us/step - loss: 6068.7842 - mean_absolute_error: 53.9008 - val_loss: 11902.0049 - val_mean_absolute_error: 82.0951 Epoch 1125/5000 148/148 [==============================] - 0s 34us/step - loss: 6063.8608 - mean_absolute_error: 53.8789 - val_loss: 11895.0043 - val_mean_absolute_error: 82.0692 Epoch 1126/5000 148/148 [==============================] - 0s 27us/step - loss: 6058.9272 - mean_absolute_error: 53.8574 - val_loss: 11887.9876 - val_mean_absolute_error: 82.0433 Epoch 1127/5000 148/148 [==============================] - 0s 20us/step - loss: 6054.0322 - mean_absolute_error: 53.8357 - val_loss: 11880.9620 - val_mean_absolute_error: 82.0174 Epoch 1128/5000 148/148 [==============================] - 0s 34us/step - loss: 6049.1406 - mean_absolute_error: 53.8139 - val_loss: 11873.9254 - val_mean_absolute_error: 81.9912 Epoch 1129/5000 148/148 [==============================] - 0s 34us/step - loss: 6044.2534 - mean_absolute_error: 53.7919 - val_loss: 11866.8820 - val_mean_absolute_error: 81.9650 Epoch 1130/5000 148/148 [==============================] - 0s 34us/step - loss: 6039.3833 - mean_absolute_error: 53.7699 - val_loss: 11859.7917 - val_mean_absolute_error: 81.9388 Epoch 1131/5000 148/148 [==============================] - 0s 34us/step - loss: 6034.5122 - mean_absolute_error: 53.7483 - val_loss: 11852.6656 - val_mean_absolute_error: 81.9127 Epoch 1132/5000 148/148 [==============================] - 0s 27us/step - loss: 6029.6426 - mean_absolute_error: 53.7272 - val_loss: 11845.4637 - val_mean_absolute_error: 81.8865 Epoch 1133/5000 148/148 [==============================] - 0s 27us/step - loss: 6024.8145 - mean_absolute_error: 53.7064 - val_loss: 11838.2902 - val_mean_absolute_error: 81.8607 Epoch 1134/5000 148/148 [==============================] - 0s 41us/step - loss: 6019.9785 - mean_absolute_error: 53.6860 - val_loss: 11831.1528 - val_mean_absolute_error: 81.8355 Epoch 1135/5000 148/148 [==============================] - 0s 20us/step - loss: 6015.1587 - mean_absolute_error: 53.6657 - val_loss: 11824.0215 - val_mean_absolute_error: 81.8104 Epoch 1136/5000 148/148 [==============================] - 0s 27us/step - loss: 6010.3423 - mean_absolute_error: 53.6448 - val_loss: 11816.9179 - val_mean_absolute_error: 81.7854 Epoch 1137/5000 148/148 [==============================] - 0s 34us/step - loss: 6005.5430 - mean_absolute_error: 53.6238 - val_loss: 11809.8008 - val_mean_absolute_error: 81.7602 Epoch 1138/5000 148/148 [==============================] - 0s 34us/step - loss: 6000.7480 - mean_absolute_error: 53.6026 - val_loss: 11802.6834 - val_mean_absolute_error: 81.7349 Epoch 1139/5000 148/148 [==============================] - 0s 27us/step - loss: 5995.9517 - mean_absolute_error: 53.5812 - val_loss: 11795.5704 - val_mean_absolute_error: 81.7094 Epoch 1140/5000 148/148 [==============================] - 0s 27us/step - loss: 5991.1587 - mean_absolute_error: 53.5597 - val_loss: 11788.4555 - val_mean_absolute_error: 81.6839 Epoch 1141/5000 148/148 [==============================] - 0s 27us/step - loss: 5986.3857 - mean_absolute_error: 53.5382 - val_loss: 11781.2937 - val_mean_absolute_error: 81.6583 Epoch 1142/5000 148/148 [==============================] - 0s 27us/step - loss: 5981.6216 - mean_absolute_error: 53.5170 - val_loss: 11774.1087 - val_mean_absolute_error: 81.6332 Epoch 1143/5000 148/148 [==============================] - 0s 41us/step - loss: 5976.8896 - mean_absolute_error: 53.4972 - val_loss: 11767.1661 - val_mean_absolute_error: 81.6078 Epoch 1144/5000 148/148 [==============================] - 0s 27us/step - loss: 5972.1255 - mean_absolute_error: 53.4769 - val_loss: 11760.4610 - val_mean_absolute_error: 81.5822 Epoch 1145/5000 148/148 [==============================] - 0s 27us/step - loss: 5967.4863 - mean_absolute_error: 53.4557 - val_loss: 11753.7913 - val_mean_absolute_error: 81.5572 Epoch 1146/5000 148/148 [==============================] - 0s 27us/step - loss: 5962.8110 - mean_absolute_error: 53.4351 - val_loss: 11747.1616 - val_mean_absolute_error: 81.5330 Epoch 1147/5000 148/148 [==============================] - 0s 27us/step - loss: 5958.1016 - mean_absolute_error: 53.4149 - val_loss: 11740.5365 - val_mean_absolute_error: 81.5087 Epoch 1148/5000 148/148 [==============================] - 0s 41us/step - loss: 5953.4453 - mean_absolute_error: 53.3945 - val_loss: 11733.9298 - val_mean_absolute_error: 81.4845 Epoch 1149/5000 148/148 [==============================] - 0s 34us/step - loss: 5948.8057 - mean_absolute_error: 53.3739 - val_loss: 11727.3511 - val_mean_absolute_error: 81.4606 Epoch 1150/5000 148/148 [==============================] - 0s 27us/step - loss: 5944.1616 - mean_absolute_error: 53.3532 - val_loss: 11720.7886 - val_mean_absolute_error: 81.4371 Epoch 1151/5000 148/148 [==============================] - 0s 27us/step - loss: 5939.4580 - mean_absolute_error: 53.3323 - val_loss: 11714.2472 - val_mean_absolute_error: 81.4136 Epoch 1152/5000 148/148 [==============================] - 0s 27us/step - loss: 5934.7397 - mean_absolute_error: 53.3113 - val_loss: 11707.6511 - val_mean_absolute_error: 81.3903 Epoch 1153/5000 148/148 [==============================] - 0s 20us/step - loss: 5929.9502 - mean_absolute_error: 53.2906 - val_loss: 11700.9321 - val_mean_absolute_error: 81.3669 Epoch 1154/5000 148/148 [==============================] - 0s 34us/step - loss: 5925.1411 - mean_absolute_error: 53.2709 - val_loss: 11694.0820 - val_mean_absolute_error: 81.3427 Epoch 1155/5000 148/148 [==============================] - 0s 27us/step - loss: 5920.4321 - mean_absolute_error: 53.2515 - val_loss: 11687.3986 - val_mean_absolute_error: 81.3179 Epoch 1156/5000 148/148 [==============================] - 0s 27us/step - loss: 5915.6133 - mean_absolute_error: 53.2305 - val_loss: 11680.8511 - val_mean_absolute_error: 81.2924 Epoch 1157/5000 148/148 [==============================] - 0s 34us/step - loss: 5910.7246 - mean_absolute_error: 53.2082 - val_loss: 11674.1743 - val_mean_absolute_error: 81.2663 Epoch 1158/5000 148/148 [==============================] - 0s 34us/step - loss: 5905.9023 - mean_absolute_error: 53.1859 - val_loss: 11667.3783 - val_mean_absolute_error: 81.2398 Epoch 1159/5000 148/148 [==============================] - 0s 41us/step - loss: 5901.1118 - mean_absolute_error: 53.1636 - val_loss: 11660.4548 - val_mean_absolute_error: 81.2134 Epoch 1160/5000 148/148 [==============================] - 0s 34us/step - loss: 5896.2720 - mean_absolute_error: 53.1425 - val_loss: 11653.4522 - val_mean_absolute_error: 81.1873 Epoch 1161/5000 148/148 [==============================] - 0s 27us/step - loss: 5891.4395 - mean_absolute_error: 53.1225 - val_loss: 11646.3808 - val_mean_absolute_error: 81.1607 Epoch 1162/5000 148/148 [==============================] - 0s 34us/step - loss: 5886.6284 - mean_absolute_error: 53.1020 - val_loss: 11639.2397 - val_mean_absolute_error: 81.1337 Epoch 1163/5000 148/148 [==============================] - 0s 27us/step - loss: 5881.8184 - mean_absolute_error: 53.0809 - val_loss: 11632.0424 - val_mean_absolute_error: 81.1066 Epoch 1164/5000 148/148 [==============================] - 0s 41us/step - loss: 5876.9766 - mean_absolute_error: 53.0595 - val_loss: 11624.8512 - val_mean_absolute_error: 81.0798 Epoch 1165/5000 148/148 [==============================] - 0s 27us/step - loss: 5872.1450 - mean_absolute_error: 53.0379 - val_loss: 11617.6744 - val_mean_absolute_error: 81.0528 Epoch 1166/5000 148/148 [==============================] - 0s 27us/step - loss: 5867.3149 - mean_absolute_error: 53.0160 - val_loss: 11610.5511 - val_mean_absolute_error: 81.0264 Epoch 1167/5000 148/148 [==============================] - 0s 27us/step - loss: 5862.5210 - mean_absolute_error: 52.9948 - val_loss: 11603.4239 - val_mean_absolute_error: 80.9998 Epoch 1168/5000 148/148 [==============================] - 0s 41us/step - loss: 5857.7500 - mean_absolute_error: 52.9734 - val_loss: 11596.2532 - val_mean_absolute_error: 80.9732 Epoch 1169/5000 148/148 [==============================] - 0s 27us/step - loss: 5853.0469 - mean_absolute_error: 52.9526 - val_loss: 11589.2957 - val_mean_absolute_error: 80.9463 Epoch 1170/5000 148/148 [==============================] - 0s 34us/step - loss: 5848.2744 - mean_absolute_error: 52.9311 - val_loss: 11582.4559 - val_mean_absolute_error: 80.9196 Epoch 1171/5000 148/148 [==============================] - 0s 27us/step - loss: 5843.5171 - mean_absolute_error: 52.9100 - val_loss: 11575.5775 - val_mean_absolute_error: 80.8933 Epoch 1172/5000 148/148 [==============================] - 0s 27us/step - loss: 5838.7598 - mean_absolute_error: 52.8896 - val_loss: 11568.6835 - val_mean_absolute_error: 80.8674 Epoch 1173/5000 148/148 [==============================] - 0s 34us/step - loss: 5834.0576 - mean_absolute_error: 52.8699 - val_loss: 11561.7710 - val_mean_absolute_error: 80.8413 Epoch 1174/5000 148/148 [==============================] - 0s 34us/step - loss: 5829.3623 - mean_absolute_error: 52.8500 - val_loss: 11554.8527 - val_mean_absolute_error: 80.8151 Epoch 1175/5000 148/148 [==============================] - 0s 27us/step - loss: 5824.6621 - mean_absolute_error: 52.8298 - val_loss: 11547.9445 - val_mean_absolute_error: 80.7889 Epoch 1176/5000 148/148 [==============================] - 0s 27us/step - loss: 5819.9863 - mean_absolute_error: 52.8094 - val_loss: 11541.0584 - val_mean_absolute_error: 80.7631 Epoch 1177/5000 148/148 [==============================] - 0s 41us/step - loss: 5815.2827 - mean_absolute_error: 52.7889 - val_loss: 11534.1776 - val_mean_absolute_error: 80.7377 Epoch 1178/5000 148/148 [==============================] - 0s 34us/step - loss: 5810.5713 - mean_absolute_error: 52.7684 - val_loss: 11527.2903 - val_mean_absolute_error: 80.7120 Epoch 1179/5000 148/148 [==============================] - 0s 27us/step - loss: 5805.8931 - mean_absolute_error: 52.7479 - val_loss: 11520.3581 - val_mean_absolute_error: 80.6861 Epoch 1180/5000 148/148 [==============================] - 0s 34us/step - loss: 5801.2280 - mean_absolute_error: 52.7272 - val_loss: 11513.3225 - val_mean_absolute_error: 80.6599 Epoch 1181/5000 148/148 [==============================] - 0s 27us/step - loss: 5796.6309 - mean_absolute_error: 52.7070 - val_loss: 11506.4970 - val_mean_absolute_error: 80.6334 Epoch 1182/5000 148/148 [==============================] - 0s 41us/step - loss: 5791.9468 - mean_absolute_error: 52.6860 - val_loss: 11499.6282 - val_mean_absolute_error: 80.6069 Epoch 1183/5000 148/148 [==============================] - 0s 34us/step - loss: 5787.3867 - mean_absolute_error: 52.6658 - val_loss: 11492.8212 - val_mean_absolute_error: 80.5811 Epoch 1184/5000 148/148 [==============================] - 0s 27us/step - loss: 5782.8174 - mean_absolute_error: 52.6462 - val_loss: 11486.0842 - val_mean_absolute_error: 80.5560 Epoch 1185/5000 148/148 [==============================] - 0s 27us/step - loss: 5778.2051 - mean_absolute_error: 52.6269 - val_loss: 11479.3998 - val_mean_absolute_error: 80.5315 Epoch 1186/5000 148/148 [==============================] - 0s 34us/step - loss: 5773.6289 - mean_absolute_error: 52.6079 - val_loss: 11472.9315 - val_mean_absolute_error: 80.5065 Epoch 1187/5000 148/148 [==============================] - 0s 41us/step - loss: 5769.0835 - mean_absolute_error: 52.5877 - val_loss: 11466.4396 - val_mean_absolute_error: 80.4814 Epoch 1188/5000 148/148 [==============================] - 0s 27us/step - loss: 5764.5493 - mean_absolute_error: 52.5671 - val_loss: 11459.8759 - val_mean_absolute_error: 80.4559 Epoch 1189/5000 148/148 [==============================] - 0s 27us/step - loss: 5760.0186 - mean_absolute_error: 52.5464 - val_loss: 11453.2910 - val_mean_absolute_error: 80.4303 Epoch 1190/5000 148/148 [==============================] - 0s 27us/step - loss: 5755.5024 - mean_absolute_error: 52.5255 - val_loss: 11446.6382 - val_mean_absolute_error: 80.4047 Epoch 1191/5000 148/148 [==============================] - 0s 27us/step - loss: 5750.9800 - mean_absolute_error: 52.5050 - val_loss: 11439.9378 - val_mean_absolute_error: 80.3790 Epoch 1192/5000 148/148 [==============================] - 0s 41us/step - loss: 5746.4507 - mean_absolute_error: 52.4848 - val_loss: 11433.1280 - val_mean_absolute_error: 80.3527 Epoch 1193/5000 148/148 [==============================] - 0s 20us/step - loss: 5741.9146 - mean_absolute_error: 52.4645 - val_loss: 11426.3295 - val_mean_absolute_error: 80.3263 Epoch 1194/5000 148/148 [==============================] - 0s 27us/step - loss: 5737.4307 - mean_absolute_error: 52.4439 - val_loss: 11419.5880 - val_mean_absolute_error: 80.3005 Epoch 1195/5000 148/148 [==============================] - 0s 34us/step - loss: 5732.9346 - mean_absolute_error: 52.4239 - val_loss: 11412.8639 - val_mean_absolute_error: 80.2750 Epoch 1196/5000 148/148 [==============================] - 0s 20us/step - loss: 5728.4512 - mean_absolute_error: 52.4044 - val_loss: 11406.0622 - val_mean_absolute_error: 80.2490 Epoch 1197/5000 148/148 [==============================] - 0s 27us/step - loss: 5724.0366 - mean_absolute_error: 52.3844 - val_loss: 11399.4488 - val_mean_absolute_error: 80.2223 Epoch 1198/5000 148/148 [==============================] - 0s 41us/step - loss: 5719.5059 - mean_absolute_error: 52.3625 - val_loss: 11392.8487 - val_mean_absolute_error: 80.1956 Epoch 1199/5000 148/148 [==============================] - 0s 27us/step - loss: 5715.0713 - mean_absolute_error: 52.3405 - val_loss: 11386.2320 - val_mean_absolute_error: 80.1692 Epoch 1200/5000 148/148 [==============================] - 0s 20us/step - loss: 5710.6416 - mean_absolute_error: 52.3192 - val_loss: 11379.5419 - val_mean_absolute_error: 80.1430 Epoch 1201/5000 148/148 [==============================] - 0s 34us/step - loss: 5706.2534 - mean_absolute_error: 52.2992 - val_loss: 11372.7066 - val_mean_absolute_error: 80.1161 Epoch 1202/5000 148/148 [==============================] - 0s 27us/step - loss: 5701.8745 - mean_absolute_error: 52.2795 - val_loss: 11365.7985 - val_mean_absolute_error: 80.0887 Epoch 1203/5000 148/148 [==============================] - 0s 34us/step - loss: 5697.5332 - mean_absolute_error: 52.2593 - val_loss: 11359.1222 - val_mean_absolute_error: 80.0613 Epoch 1204/5000 148/148 [==============================] - 0s 41us/step - loss: 5693.1890 - mean_absolute_error: 52.2384 - val_loss: 11352.4239 - val_mean_absolute_error: 80.0342 Epoch 1205/5000 148/148 [==============================] - 0s 20us/step - loss: 5688.8203 - mean_absolute_error: 52.2180 - val_loss: 11345.6620 - val_mean_absolute_error: 80.0067 Epoch 1206/5000 148/148 [==============================] - 0s 27us/step - loss: 5684.4775 - mean_absolute_error: 52.1972 - val_loss: 11338.8636 - val_mean_absolute_error: 79.9790 Epoch 1207/5000 148/148 [==============================] - 0s 34us/step - loss: 5680.1455 - mean_absolute_error: 52.1764 - val_loss: 11332.3200 - val_mean_absolute_error: 79.9515 Epoch 1208/5000 148/148 [==============================] - 0s 27us/step - loss: 5675.8682 - mean_absolute_error: 52.1561 - val_loss: 11325.6985 - val_mean_absolute_error: 79.9240 Epoch 1209/5000 148/148 [==============================] - 0s 27us/step - loss: 5671.6392 - mean_absolute_error: 52.1365 - val_loss: 11319.0599 - val_mean_absolute_error: 79.8968 Epoch 1210/5000 148/148 [==============================] - 0s 34us/step - loss: 5667.4146 - mean_absolute_error: 52.1167 - val_loss: 11312.4711 - val_mean_absolute_error: 79.8703 Epoch 1211/5000 148/148 [==============================] - 0s 27us/step - loss: 5663.1689 - mean_absolute_error: 52.0974 - val_loss: 11305.9318 - val_mean_absolute_error: 79.8445 Epoch 1212/5000 148/148 [==============================] - 0s 27us/step - loss: 5658.9624 - mean_absolute_error: 52.0788 - val_loss: 11299.5322 - val_mean_absolute_error: 79.8181 Epoch 1213/5000 148/148 [==============================] - 0s 34us/step - loss: 5654.7544 - mean_absolute_error: 52.0594 - val_loss: 11293.0558 - val_mean_absolute_error: 79.7915 Epoch 1214/5000 148/148 [==============================] - 0s 27us/step - loss: 5650.5630 - mean_absolute_error: 52.0403 - val_loss: 11286.4587 - val_mean_absolute_error: 79.7644 Epoch 1215/5000 148/148 [==============================] - 0s 34us/step - loss: 5646.3755 - mean_absolute_error: 52.0205 - val_loss: 11279.8352 - val_mean_absolute_error: 79.7377 Epoch 1216/5000 148/148 [==============================] - 0s 27us/step - loss: 5642.2017 - mean_absolute_error: 52.0009 - val_loss: 11273.2604 - val_mean_absolute_error: 79.7116 Epoch 1217/5000 148/148 [==============================] - 0s 27us/step - loss: 5638.0342 - mean_absolute_error: 51.9815 - val_loss: 11266.5663 - val_mean_absolute_error: 79.6850 Epoch 1218/5000 148/148 [==============================] - 0s 27us/step - loss: 5633.9058 - mean_absolute_error: 51.9621 - val_loss: 11260.0871 - val_mean_absolute_error: 79.6580 Epoch 1219/5000 148/148 [==============================] - 0s 47us/step - loss: 5629.7139 - mean_absolute_error: 51.9412 - val_loss: 11253.5442 - val_mean_absolute_error: 79.6308 Epoch 1220/5000 148/148 [==============================] - 0s 27us/step - loss: 5625.5713 - mean_absolute_error: 51.9207 - val_loss: 11247.0099 - val_mean_absolute_error: 79.6043 Epoch 1221/5000 148/148 [==============================] - 0s 27us/step - loss: 5621.4263 - mean_absolute_error: 51.9014 - val_loss: 11240.5030 - val_mean_absolute_error: 79.5785 Epoch 1222/5000 148/148 [==============================] - 0s 41us/step - loss: 5617.3008 - mean_absolute_error: 51.8826 - val_loss: 11233.9610 - val_mean_absolute_error: 79.5524 Epoch 1223/5000 148/148 [==============================] - 0s 41us/step - loss: 5613.1851 - mean_absolute_error: 51.8632 - val_loss: 11227.5808 - val_mean_absolute_error: 79.5257 Epoch 1224/5000 148/148 [==============================] - 0s 34us/step - loss: 5609.0562 - mean_absolute_error: 51.8424 - val_loss: 11221.2073 - val_mean_absolute_error: 79.4990 Epoch 1225/5000 148/148 [==============================] - 0s 27us/step - loss: 5604.9565 - mean_absolute_error: 51.8223 - val_loss: 11214.8453 - val_mean_absolute_error: 79.4731 Epoch 1226/5000 148/148 [==============================] - 0s 27us/step - loss: 5600.8608 - mean_absolute_error: 51.8033 - val_loss: 11208.5095 - val_mean_absolute_error: 79.4480 Epoch 1227/5000 148/148 [==============================] - 0s 41us/step - loss: 5596.8047 - mean_absolute_error: 51.7855 - val_loss: 11202.1198 - val_mean_absolute_error: 79.4230 Epoch 1228/5000 148/148 [==============================] - 0s 27us/step - loss: 5592.7290 - mean_absolute_error: 51.7681 - val_loss: 11195.6836 - val_mean_absolute_error: 79.3977 Epoch 1229/5000 148/148 [==============================] - 0s 20us/step - loss: 5588.6460 - mean_absolute_error: 51.7499 - val_loss: 11189.4041 - val_mean_absolute_error: 79.3717 Epoch 1230/5000 148/148 [==============================] - 0s 34us/step - loss: 5584.5732 - mean_absolute_error: 51.7309 - val_loss: 11183.1140 - val_mean_absolute_error: 79.3463 Epoch 1231/5000 148/148 [==============================] - 0s 27us/step - loss: 5580.5327 - mean_absolute_error: 51.7132 - val_loss: 11176.8621 - val_mean_absolute_error: 79.3215 Epoch 1232/5000 148/148 [==============================] - 0s 20us/step - loss: 5576.4907 - mean_absolute_error: 51.6959 - val_loss: 11170.5784 - val_mean_absolute_error: 79.2965 Epoch 1233/5000 148/148 [==============================] - 0s 34us/step - loss: 5572.4546 - mean_absolute_error: 51.6781 - val_loss: 11164.2848 - val_mean_absolute_error: 79.2712 Epoch 1234/5000 148/148 [==============================] - 0s 34us/step - loss: 5568.4453 - mean_absolute_error: 51.6598 - val_loss: 11158.2055 - val_mean_absolute_error: 79.2456 Epoch 1235/5000 148/148 [==============================] - 0s 20us/step - loss: 5564.4219 - mean_absolute_error: 51.6400 - val_loss: 11152.1346 - val_mean_absolute_error: 79.2207 Epoch 1236/5000 148/148 [==============================] - 0s 34us/step - loss: 5560.4185 - mean_absolute_error: 51.6213 - val_loss: 11146.0604 - val_mean_absolute_error: 79.1964 Epoch 1237/5000 148/148 [==============================] - 0s 20us/step - loss: 5556.3774 - mean_absolute_error: 51.6035 - val_loss: 11139.8860 - val_mean_absolute_error: 79.1717 Epoch 1238/5000 148/148 [==============================] - 0s 20us/step - loss: 5552.3765 - mean_absolute_error: 51.5855 - val_loss: 11133.6543 - val_mean_absolute_error: 79.1466 Epoch 1239/5000 148/148 [==============================] - 0s 34us/step - loss: 5548.3823 - mean_absolute_error: 51.5668 - val_loss: 11127.3954 - val_mean_absolute_error: 79.1213 Epoch 1240/5000 148/148 [==============================] - 0s 34us/step - loss: 5544.4141 - mean_absolute_error: 51.5478 - val_loss: 11121.1182 - val_mean_absolute_error: 79.0965 Epoch 1241/5000 148/148 [==============================] - 0s 27us/step - loss: 5540.4551 - mean_absolute_error: 51.5299 - val_loss: 11115.0899 - val_mean_absolute_error: 79.0718 Epoch 1242/5000 148/148 [==============================] - 0s 27us/step - loss: 5536.4707 - mean_absolute_error: 51.5115 - val_loss: 11109.2711 - val_mean_absolute_error: 79.0467 Epoch 1243/5000 148/148 [==============================] - 0s 34us/step - loss: 5532.5156 - mean_absolute_error: 51.4918 - val_loss: 11103.4471 - val_mean_absolute_error: 79.0223 Epoch 1244/5000 148/148 [==============================] - 0s 34us/step - loss: 5528.5840 - mean_absolute_error: 51.4734 - val_loss: 11097.5477 - val_mean_absolute_error: 78.9981 Epoch 1245/5000 148/148 [==============================] - 0s 34us/step - loss: 5524.6450 - mean_absolute_error: 51.4555 - val_loss: 11091.6301 - val_mean_absolute_error: 78.9741 Epoch 1246/5000 148/148 [==============================] - 0s 20us/step - loss: 5520.7207 - mean_absolute_error: 51.4375 - val_loss: 11085.7627 - val_mean_absolute_error: 78.9508 Epoch 1247/5000 148/148 [==============================] - 0s 34us/step - loss: 5516.7891 - mean_absolute_error: 51.4198 - val_loss: 11079.8496 - val_mean_absolute_error: 78.9271 Epoch 1248/5000 148/148 [==============================] - 0s 27us/step - loss: 5512.8818 - mean_absolute_error: 51.4018 - val_loss: 11073.8916 - val_mean_absolute_error: 78.9039 Epoch 1249/5000 148/148 [==============================] - 0s 27us/step - loss: 5508.9839 - mean_absolute_error: 51.3848 - val_loss: 11067.7697 - val_mean_absolute_error: 78.8798 Epoch 1250/5000 148/148 [==============================] - 0s 34us/step - loss: 5505.1382 - mean_absolute_error: 51.3677 - val_loss: 11061.8069 - val_mean_absolute_error: 78.8550 Epoch 1251/5000 148/148 [==============================] - 0s 41us/step - loss: 5501.1934 - mean_absolute_error: 51.3486 - val_loss: 11055.8661 - val_mean_absolute_error: 78.8308 Epoch 1252/5000 148/148 [==============================] - 0s 27us/step - loss: 5497.3213 - mean_absolute_error: 51.3307 - val_loss: 11049.9408 - val_mean_absolute_error: 78.8066 Epoch 1253/5000 148/148 [==============================] - 0s 27us/step - loss: 5493.4688 - mean_absolute_error: 51.3123 - val_loss: 11044.0635 - val_mean_absolute_error: 78.7830 Epoch 1254/5000 148/148 [==============================] - 0s 27us/step - loss: 5489.6392 - mean_absolute_error: 51.2944 - val_loss: 11038.3483 - val_mean_absolute_error: 78.7587 Epoch 1255/5000 148/148 [==============================] - 0s 27us/step - loss: 5485.7749 - mean_absolute_error: 51.2756 - val_loss: 11032.5689 - val_mean_absolute_error: 78.7349 Epoch 1256/5000 148/148 [==============================] - 0s 34us/step - loss: 5481.9546 - mean_absolute_error: 51.2579 - val_loss: 11026.7040 - val_mean_absolute_error: 78.7107 Epoch 1257/5000 148/148 [==============================] - 0s 47us/step - loss: 5478.1362 - mean_absolute_error: 51.2397 - val_loss: 11020.8188 - val_mean_absolute_error: 78.6863 Epoch 1258/5000 148/148 [==============================] - 0s 27us/step - loss: 5474.3076 - mean_absolute_error: 51.2211 - val_loss: 11014.9103 - val_mean_absolute_error: 78.6617 Epoch 1259/5000 148/148 [==============================] - 0s 27us/step - loss: 5470.5151 - mean_absolute_error: 51.2023 - val_loss: 11009.0140 - val_mean_absolute_error: 78.6377 Epoch 1260/5000 148/148 [==============================] - 0s 27us/step - loss: 5466.7007 - mean_absolute_error: 51.1844 - val_loss: 11003.0692 - val_mean_absolute_error: 78.6140 Epoch 1261/5000 148/148 [==============================] - 0s 34us/step - loss: 5462.9600 - mean_absolute_error: 51.1673 - val_loss: 10997.2151 - val_mean_absolute_error: 78.5893 Epoch 1262/5000 148/148 [==============================] - 0s 34us/step - loss: 5459.1343 - mean_absolute_error: 51.1487 - val_loss: 10991.3357 - val_mean_absolute_error: 78.5645 Epoch 1263/5000 148/148 [==============================] - 0s 27us/step - loss: 5455.3594 - mean_absolute_error: 51.1299 - val_loss: 10985.4357 - val_mean_absolute_error: 78.5394 Epoch 1264/5000 148/148 [==============================] - 0s 34us/step - loss: 5451.6074 - mean_absolute_error: 51.1106 - val_loss: 10979.5547 - val_mean_absolute_error: 78.5149 Epoch 1265/5000 148/148 [==============================] - 0s 34us/step - loss: 5447.8486 - mean_absolute_error: 51.0918 - val_loss: 10973.6480 - val_mean_absolute_error: 78.4909 Epoch 1266/5000 148/148 [==============================] - 0s 34us/step - loss: 5444.0942 - mean_absolute_error: 51.0740 - val_loss: 10967.6737 - val_mean_absolute_error: 78.4666 Epoch 1267/5000 148/148 [==============================] - 0s 34us/step - loss: 5440.3896 - mean_absolute_error: 51.0564 - val_loss: 10961.9429 - val_mean_absolute_error: 78.4419 Epoch 1268/5000 148/148 [==============================] - 0s 27us/step - loss: 5436.6191 - mean_absolute_error: 51.0372 - val_loss: 10956.1563 - val_mean_absolute_error: 78.4171 Epoch 1269/5000 148/148 [==============================] - 0s 27us/step - loss: 5432.8892 - mean_absolute_error: 51.0183 - val_loss: 10950.3662 - val_mean_absolute_error: 78.3922 Epoch 1270/5000 148/148 [==============================] - 0s 41us/step - loss: 5429.2114 - mean_absolute_error: 50.9990 - val_loss: 10944.6178 - val_mean_absolute_error: 78.3679 Epoch 1271/5000 148/148 [==============================] - 0s 20us/step - loss: 5425.5078 - mean_absolute_error: 50.9803 - val_loss: 10938.8609 - val_mean_absolute_error: 78.3443 Epoch 1272/5000 148/148 [==============================] - 0s 34us/step - loss: 5421.7656 - mean_absolute_error: 50.9624 - val_loss: 10933.0694 - val_mean_absolute_error: 78.3210 Epoch 1273/5000 148/148 [==============================] - 0s 27us/step - loss: 5418.1587 - mean_absolute_error: 50.9459 - val_loss: 10927.3866 - val_mean_absolute_error: 78.2966 Epoch 1274/5000 148/148 [==============================] - 0s 27us/step - loss: 5414.4688 - mean_absolute_error: 50.9273 - val_loss: 10921.8406 - val_mean_absolute_error: 78.2715 Epoch 1275/5000 148/148 [==============================] - 0s 41us/step - loss: 5410.7939 - mean_absolute_error: 50.9070 - val_loss: 10916.2660 - val_mean_absolute_error: 78.2468 Epoch 1276/5000 148/148 [==============================] - 0s 27us/step - loss: 5407.1704 - mean_absolute_error: 50.8870 - val_loss: 10910.6497 - val_mean_absolute_error: 78.2226 Epoch 1277/5000 148/148 [==============================] - 0s 27us/step - loss: 5403.5610 - mean_absolute_error: 50.8682 - val_loss: 10905.0250 - val_mean_absolute_error: 78.1994 Epoch 1278/5000 148/148 [==============================] - 0s 27us/step - loss: 5399.9150 - mean_absolute_error: 50.8505 - val_loss: 10899.3314 - val_mean_absolute_error: 78.1759 Epoch 1279/5000 148/148 [==============================] - 0s 27us/step - loss: 5396.2905 - mean_absolute_error: 50.8329 - val_loss: 10893.5904 - val_mean_absolute_error: 78.1521 Epoch 1280/5000 148/148 [==============================] - 0s 34us/step - loss: 5392.6694 - mean_absolute_error: 50.8148 - val_loss: 10887.8889 - val_mean_absolute_error: 78.1287 Epoch 1281/5000 148/148 [==============================] - 0s 27us/step - loss: 5389.0625 - mean_absolute_error: 50.7971 - val_loss: 10882.1456 - val_mean_absolute_error: 78.1050 Epoch 1282/5000 148/148 [==============================] - 0s 27us/step - loss: 5385.4546 - mean_absolute_error: 50.7791 - val_loss: 10876.3598 - val_mean_absolute_error: 78.0811 Epoch 1283/5000 148/148 [==============================] - 0s 27us/step - loss: 5381.8696 - mean_absolute_error: 50.7612 - val_loss: 10870.7448 - val_mean_absolute_error: 78.0565 Epoch 1284/5000 148/148 [==============================] - 0s 27us/step - loss: 5378.2944 - mean_absolute_error: 50.7425 - val_loss: 10865.1939 - val_mean_absolute_error: 78.0328 Epoch 1285/5000 148/148 [==============================] - 0s 27us/step - loss: 5374.7300 - mean_absolute_error: 50.7242 - val_loss: 10859.6677 - val_mean_absolute_error: 78.0096 Epoch 1286/5000 148/148 [==============================] - 0s 34us/step - loss: 5371.1572 - mean_absolute_error: 50.7062 - val_loss: 10854.3281 - val_mean_absolute_error: 77.9865 Epoch 1287/5000 148/148 [==============================] - 0s 34us/step - loss: 5367.5938 - mean_absolute_error: 50.6883 - val_loss: 10848.9373 - val_mean_absolute_error: 77.9631 Epoch 1288/5000 148/148 [==============================] - 0s 27us/step - loss: 5364.0596 - mean_absolute_error: 50.6699 - val_loss: 10843.3913 - val_mean_absolute_error: 77.9392 Epoch 1289/5000 148/148 [==============================] - 0s 27us/step - loss: 5360.5508 - mean_absolute_error: 50.6515 - val_loss: 10837.8322 - val_mean_absolute_error: 77.9150 Epoch 1290/5000 148/148 [==============================] - 0s 27us/step - loss: 5357.0781 - mean_absolute_error: 50.6328 - val_loss: 10832.2279 - val_mean_absolute_error: 77.8906 Epoch 1291/5000 148/148 [==============================] - 0s 27us/step - loss: 5353.6035 - mean_absolute_error: 50.6141 - val_loss: 10826.5857 - val_mean_absolute_error: 77.8661 Epoch 1292/5000 148/148 [==============================] - 0s 41us/step - loss: 5350.1528 - mean_absolute_error: 50.5955 - val_loss: 10820.9508 - val_mean_absolute_error: 77.8421 Epoch 1293/5000 148/148 [==============================] - 0s 27us/step - loss: 5346.6992 - mean_absolute_error: 50.5779 - val_loss: 10815.3867 - val_mean_absolute_error: 77.8190 Epoch 1294/5000 148/148 [==============================] - 0s 27us/step - loss: 5343.3042 - mean_absolute_error: 50.5608 - val_loss: 10809.9655 - val_mean_absolute_error: 77.7954 Epoch 1295/5000 148/148 [==============================] - 0s 27us/step - loss: 5339.8379 - mean_absolute_error: 50.5417 - val_loss: 10804.5134 - val_mean_absolute_error: 77.7716 Epoch 1296/5000 148/148 [==============================] - 0s 34us/step - loss: 5336.4204 - mean_absolute_error: 50.5222 - val_loss: 10799.0662 - val_mean_absolute_error: 77.7499 Epoch 1297/5000 148/148 [==============================] - 0s 27us/step - loss: 5332.9966 - mean_absolute_error: 50.5034 - val_loss: 10793.5220 - val_mean_absolute_error: 77.7278 Epoch 1298/5000 148/148 [==============================] - 0s 34us/step - loss: 5329.5918 - mean_absolute_error: 50.4848 - val_loss: 10787.9544 - val_mean_absolute_error: 77.7056 Epoch 1299/5000 148/148 [==============================] - 0s 27us/step - loss: 5326.1943 - mean_absolute_error: 50.4664 - val_loss: 10782.4055 - val_mean_absolute_error: 77.6841 Epoch 1300/5000 148/148 [==============================] - 0s 27us/step - loss: 5322.8442 - mean_absolute_error: 50.4491 - val_loss: 10777.1355 - val_mean_absolute_error: 77.6623 Epoch 1301/5000 148/148 [==============================] - 0s 34us/step - loss: 5319.4082 - mean_absolute_error: 50.4300 - val_loss: 10771.8512 - val_mean_absolute_error: 77.6404 Epoch 1302/5000 148/148 [==============================] - 0s 34us/step - loss: 5316.0469 - mean_absolute_error: 50.4108 - val_loss: 10766.5057 - val_mean_absolute_error: 77.6191 Epoch 1303/5000 148/148 [==============================] - 0s 20us/step - loss: 5312.6577 - mean_absolute_error: 50.3926 - val_loss: 10761.2020 - val_mean_absolute_error: 77.5983 Epoch 1304/5000 148/148 [==============================] - 0s 41us/step - loss: 5309.2925 - mean_absolute_error: 50.3749 - val_loss: 10756.0402 - val_mean_absolute_error: 77.5768 Epoch 1305/5000 148/148 [==============================] - 0s 41us/step - loss: 5305.9326 - mean_absolute_error: 50.3554 - val_loss: 10750.7712 - val_mean_absolute_error: 77.5550 Epoch 1306/5000 148/148 [==============================] - 0s 34us/step - loss: 5302.5806 - mean_absolute_error: 50.3363 - val_loss: 10745.4125 - val_mean_absolute_error: 77.5330 Epoch 1307/5000 148/148 [==============================] - 0s 34us/step - loss: 5299.2393 - mean_absolute_error: 50.3175 - val_loss: 10739.9832 - val_mean_absolute_error: 77.5113 Epoch 1308/5000 148/148 [==============================] - 0s 34us/step - loss: 5295.8789 - mean_absolute_error: 50.2998 - val_loss: 10734.5243 - val_mean_absolute_error: 77.4895 Epoch 1309/5000 148/148 [==============================] - 0s 34us/step - loss: 5292.5420 - mean_absolute_error: 50.2821 - val_loss: 10729.0861 - val_mean_absolute_error: 77.4686 Epoch 1310/5000 148/148 [==============================] - 0s 27us/step - loss: 5289.2080 - mean_absolute_error: 50.2654 - val_loss: 10723.6557 - val_mean_absolute_error: 77.4474 Epoch 1311/5000 148/148 [==============================] - 0s 27us/step - loss: 5285.8735 - mean_absolute_error: 50.2481 - val_loss: 10718.2461 - val_mean_absolute_error: 77.4263 Epoch 1312/5000 148/148 [==============================] - 0s 27us/step - loss: 5282.5962 - mean_absolute_error: 50.2306 - val_loss: 10712.9813 - val_mean_absolute_error: 77.4046 Epoch 1313/5000 148/148 [==============================] - 0s 27us/step - loss: 5279.2705 - mean_absolute_error: 50.2119 - val_loss: 10707.6898 - val_mean_absolute_error: 77.3835 Epoch 1314/5000 148/148 [==============================] - 0s 34us/step - loss: 5275.9766 - mean_absolute_error: 50.1944 - val_loss: 10702.3311 - val_mean_absolute_error: 77.3628 Epoch 1315/5000 148/148 [==============================] - 0s 27us/step - loss: 5272.6953 - mean_absolute_error: 50.1781 - val_loss: 10697.1007 - val_mean_absolute_error: 77.3414 Epoch 1316/5000 148/148 [==============================] - 0s 27us/step - loss: 5269.4204 - mean_absolute_error: 50.1610 - val_loss: 10691.8372 - val_mean_absolute_error: 77.3204 Epoch 1317/5000 148/148 [==============================] - 0s 27us/step - loss: 5266.1797 - mean_absolute_error: 50.1446 - val_loss: 10686.5400 - val_mean_absolute_error: 77.2991 Epoch 1318/5000 148/148 [==============================] - 0s 34us/step - loss: 5262.9434 - mean_absolute_error: 50.1279 - val_loss: 10681.2473 - val_mean_absolute_error: 77.2777 Epoch 1319/5000 148/148 [==============================] - 0s 34us/step - loss: 5259.6978 - mean_absolute_error: 50.1109 - val_loss: 10675.9644 - val_mean_absolute_error: 77.2564 Epoch 1320/5000 148/148 [==============================] - 0s 27us/step - loss: 5256.4492 - mean_absolute_error: 50.0935 - val_loss: 10670.6822 - val_mean_absolute_error: 77.2356 Epoch 1321/5000 148/148 [==============================] - 0s 20us/step - loss: 5253.2236 - mean_absolute_error: 50.0772 - val_loss: 10665.3362 - val_mean_absolute_error: 77.2146 Epoch 1322/5000 148/148 [==============================] - 0s 27us/step - loss: 5250.0298 - mean_absolute_error: 50.0612 - val_loss: 10660.1813 - val_mean_absolute_error: 77.1930 Epoch 1323/5000 148/148 [==============================] - 0s 27us/step - loss: 5246.8027 - mean_absolute_error: 50.0433 - val_loss: 10655.0241 - val_mean_absolute_error: 77.1720 Epoch 1324/5000 148/148 [==============================] - 0s 34us/step - loss: 5243.6030 - mean_absolute_error: 50.0266 - val_loss: 10649.8718 - val_mean_absolute_error: 77.1516 Epoch 1325/5000 148/148 [==============================] - 0s 20us/step - loss: 5240.3936 - mean_absolute_error: 50.0103 - val_loss: 10644.6710 - val_mean_absolute_error: 77.1307 Epoch 1326/5000 148/148 [==============================] - 0s 20us/step - loss: 5237.1924 - mean_absolute_error: 49.9938 - val_loss: 10639.3751 - val_mean_absolute_error: 77.1096 Epoch 1327/5000 148/148 [==============================] - 0s 27us/step - loss: 5234.0010 - mean_absolute_error: 49.9784 - val_loss: 10634.2254 - val_mean_absolute_error: 77.0878 Epoch 1328/5000 148/148 [==============================] - 0s 27us/step - loss: 5230.7837 - mean_absolute_error: 49.9621 - val_loss: 10629.0716 - val_mean_absolute_error: 77.0660 Epoch 1329/5000 148/148 [==============================] - 0s 27us/step - loss: 5227.6265 - mean_absolute_error: 49.9456 - val_loss: 10623.9068 - val_mean_absolute_error: 77.0449 Epoch 1330/5000 148/148 [==============================] - 0s 41us/step - loss: 5224.4424 - mean_absolute_error: 49.9300 - val_loss: 10618.7684 - val_mean_absolute_error: 77.0245 Epoch 1331/5000 148/148 [==============================] - 0s 27us/step - loss: 5221.2207 - mean_absolute_error: 49.9148 - val_loss: 10613.6410 - val_mean_absolute_error: 77.0045 Epoch 1332/5000 148/148 [==============================] - 0s 20us/step - loss: 5218.0625 - mean_absolute_error: 49.9001 - val_loss: 10608.4208 - val_mean_absolute_error: 76.9845 Epoch 1333/5000 148/148 [==============================] - 0s 27us/step - loss: 5214.9106 - mean_absolute_error: 49.8849 - val_loss: 10603.3022 - val_mean_absolute_error: 76.9635 Epoch 1334/5000 148/148 [==============================] - 0s 27us/step - loss: 5211.7236 - mean_absolute_error: 49.8685 - val_loss: 10598.1269 - val_mean_absolute_error: 76.9423 Epoch 1335/5000 148/148 [==============================] - 0s 41us/step - loss: 5208.5591 - mean_absolute_error: 49.8526 - val_loss: 10592.9297 - val_mean_absolute_error: 76.9212 Epoch 1336/5000 148/148 [==============================] - 0s 27us/step - loss: 5205.3906 - mean_absolute_error: 49.8368 - val_loss: 10587.6842 - val_mean_absolute_error: 76.8999 Epoch 1337/5000 148/148 [==============================] - 0s 34us/step - loss: 5202.2393 - mean_absolute_error: 49.8212 - val_loss: 10582.4351 - val_mean_absolute_error: 76.8791 Epoch 1338/5000 148/148 [==============================] - 0s 34us/step - loss: 5199.0942 - mean_absolute_error: 49.8062 - val_loss: 10577.1908 - val_mean_absolute_error: 76.8585 Epoch 1339/5000 148/148 [==============================] - 0s 27us/step - loss: 5195.9673 - mean_absolute_error: 49.7917 - val_loss: 10572.2011 - val_mean_absolute_error: 76.8377 Epoch 1340/5000 148/148 [==============================] - 0s 27us/step - loss: 5192.8208 - mean_absolute_error: 49.7757 - val_loss: 10567.1880 - val_mean_absolute_error: 76.8168 Epoch 1341/5000 148/148 [==============================] - 0s 34us/step - loss: 5189.6895 - mean_absolute_error: 49.7597 - val_loss: 10562.1627 - val_mean_absolute_error: 76.7964 Epoch 1342/5000 148/148 [==============================] - 0s 27us/step - loss: 5186.5693 - mean_absolute_error: 49.7454 - val_loss: 10557.0421 - val_mean_absolute_error: 76.7758 Epoch 1343/5000 148/148 [==============================] - 0s 27us/step - loss: 5183.4399 - mean_absolute_error: 49.7311 - val_loss: 10551.8715 - val_mean_absolute_error: 76.7550 Epoch 1344/5000 148/148 [==============================] - 0s 27us/step - loss: 5180.3179 - mean_absolute_error: 49.7170 - val_loss: 10546.7240 - val_mean_absolute_error: 76.7342 Epoch 1345/5000 148/148 [==============================] - 0s 27us/step - loss: 5177.2139 - mean_absolute_error: 49.7025 - val_loss: 10541.8814 - val_mean_absolute_error: 76.7138 Epoch 1346/5000 148/148 [==============================] - 0s 20us/step - loss: 5174.0967 - mean_absolute_error: 49.6874 - val_loss: 10537.0888 - val_mean_absolute_error: 76.6941 Epoch 1347/5000 148/148 [==============================] - 0s 27us/step - loss: 5170.9941 - mean_absolute_error: 49.6728 - val_loss: 10532.2119 - val_mean_absolute_error: 76.6755 Epoch 1348/5000 148/148 [==============================] - 0s 27us/step - loss: 5167.8984 - mean_absolute_error: 49.6583 - val_loss: 10527.2595 - val_mean_absolute_error: 76.6565 Epoch 1349/5000 148/148 [==============================] - 0s 41us/step - loss: 5164.7988 - mean_absolute_error: 49.6440 - val_loss: 10522.3097 - val_mean_absolute_error: 76.6376 Epoch 1350/5000 148/148 [==============================] - 0s 27us/step - loss: 5161.7046 - mean_absolute_error: 49.6290 - val_loss: 10517.5882 - val_mean_absolute_error: 76.6182 Epoch 1351/5000 148/148 [==============================] - 0s 20us/step - loss: 5158.6328 - mean_absolute_error: 49.6129 - val_loss: 10512.8088 - val_mean_absolute_error: 76.5992 Epoch 1352/5000 148/148 [==============================] - 0s 41us/step - loss: 5155.5669 - mean_absolute_error: 49.5979 - val_loss: 10508.0338 - val_mean_absolute_error: 76.5809 Epoch 1353/5000 148/148 [==============================] - 0s 34us/step - loss: 5152.4580 - mean_absolute_error: 49.5838 - val_loss: 10503.2305 - val_mean_absolute_error: 76.5630 Epoch 1354/5000 148/148 [==============================] - 0s 34us/step - loss: 5149.4155 - mean_absolute_error: 49.5707 - val_loss: 10498.3448 - val_mean_absolute_error: 76.5445 Epoch 1355/5000 148/148 [==============================] - 0s 20us/step - loss: 5146.3735 - mean_absolute_error: 49.5571 - val_loss: 10493.3936 - val_mean_absolute_error: 76.5256 Epoch 1356/5000 148/148 [==============================] - 0s 34us/step - loss: 5143.3721 - mean_absolute_error: 49.5433 - val_loss: 10488.6767 - val_mean_absolute_error: 76.5062 Epoch 1357/5000 148/148 [==============================] - 0s 34us/step - loss: 5140.2734 - mean_absolute_error: 49.5279 - val_loss: 10483.9485 - val_mean_absolute_error: 76.4869 Epoch 1358/5000 148/148 [==============================] - 0s 27us/step - loss: 5137.1821 - mean_absolute_error: 49.5120 - val_loss: 10479.2109 - val_mean_absolute_error: 76.4678 Epoch 1359/5000 148/148 [==============================] - 0s 34us/step - loss: 5134.0645 - mean_absolute_error: 49.4959 - val_loss: 10474.4659 - val_mean_absolute_error: 76.4494 Epoch 1360/5000 148/148 [==============================] - 0s 27us/step - loss: 5130.9248 - mean_absolute_error: 49.4799 - val_loss: 10469.6790 - val_mean_absolute_error: 76.4314 Epoch 1361/5000 148/148 [==============================] - 0s 41us/step - loss: 5127.8389 - mean_absolute_error: 49.4643 - val_loss: 10464.7842 - val_mean_absolute_error: 76.4136 Epoch 1362/5000 148/148 [==============================] - 0s 34us/step - loss: 5124.6963 - mean_absolute_error: 49.4492 - val_loss: 10459.9199 - val_mean_absolute_error: 76.3967 Epoch 1363/5000 148/148 [==============================] - 0s 27us/step - loss: 5121.5054 - mean_absolute_error: 49.4348 - val_loss: 10455.0699 - val_mean_absolute_error: 76.3806 Epoch 1364/5000 148/148 [==============================] - 0s 27us/step - loss: 5118.3364 - mean_absolute_error: 49.4210 - val_loss: 10450.4769 - val_mean_absolute_error: 76.3643 Epoch 1365/5000 148/148 [==============================] - 0s 34us/step - loss: 5115.1250 - mean_absolute_error: 49.4057 - val_loss: 10446.1747 - val_mean_absolute_error: 76.3479 Epoch 1366/5000 148/148 [==============================] - 0s 34us/step - loss: 5111.9561 - mean_absolute_error: 49.3892 - val_loss: 10441.9042 - val_mean_absolute_error: 76.3324 Epoch 1367/5000 148/148 [==============================] - 0s 20us/step - loss: 5108.7793 - mean_absolute_error: 49.3732 - val_loss: 10437.6637 - val_mean_absolute_error: 76.3176 Epoch 1368/5000 148/148 [==============================] - 0s 34us/step - loss: 5105.6294 - mean_absolute_error: 49.3578 - val_loss: 10433.3718 - val_mean_absolute_error: 76.3023 Epoch 1369/5000 148/148 [==============================] - 0s 27us/step - loss: 5102.4727 - mean_absolute_error: 49.3420 - val_loss: 10429.0412 - val_mean_absolute_error: 76.2870 Epoch 1370/5000 148/148 [==============================] - 0s 34us/step - loss: 5099.2983 - mean_absolute_error: 49.3259 - val_loss: 10424.6764 - val_mean_absolute_error: 76.2715 Epoch 1371/5000 148/148 [==============================] - 0s 41us/step - loss: 5096.1323 - mean_absolute_error: 49.3095 - val_loss: 10420.2654 - val_mean_absolute_error: 76.2560 Epoch 1372/5000 148/148 [==============================] - 0s 27us/step - loss: 5092.9570 - mean_absolute_error: 49.2933 - val_loss: 10415.7899 - val_mean_absolute_error: 76.2404 Epoch 1373/5000 148/148 [==============================] - 0s 27us/step - loss: 5089.7739 - mean_absolute_error: 49.2773 - val_loss: 10411.2641 - val_mean_absolute_error: 76.2247 Epoch 1374/5000 148/148 [==============================] - 0s 27us/step - loss: 5086.6250 - mean_absolute_error: 49.2614 - val_loss: 10406.7403 - val_mean_absolute_error: 76.2095 Epoch 1375/5000 148/148 [==============================] - 0s 34us/step - loss: 5083.4351 - mean_absolute_error: 49.2463 - val_loss: 10402.2255 - val_mean_absolute_error: 76.1950 Epoch 1376/5000 148/148 [==============================] - 0s 34us/step - loss: 5080.2388 - mean_absolute_error: 49.2320 - val_loss: 10397.7320 - val_mean_absolute_error: 76.1805 Epoch 1377/5000 148/148 [==============================] - 0s 34us/step - loss: 5077.0840 - mean_absolute_error: 49.2178 - val_loss: 10393.2154 - val_mean_absolute_error: 76.1658 Epoch 1378/5000 148/148 [==============================] - 0s 34us/step - loss: 5073.9785 - mean_absolute_error: 49.2033 - val_loss: 10388.9342 - val_mean_absolute_error: 76.1505 Epoch 1379/5000 148/148 [==============================] - 0s 27us/step - loss: 5070.7905 - mean_absolute_error: 49.1872 - val_loss: 10384.8813 - val_mean_absolute_error: 76.1348 Epoch 1380/5000 148/148 [==============================] - 0s 41us/step - loss: 5067.6636 - mean_absolute_error: 49.1700 - val_loss: 10380.7923 - val_mean_absolute_error: 76.1198 Epoch 1381/5000 148/148 [==============================] - 0s 34us/step - loss: 5064.5479 - mean_absolute_error: 49.1535 - val_loss: 10376.7141 - val_mean_absolute_error: 76.1053 Epoch 1382/5000 148/148 [==============================] - 0s 20us/step - loss: 5061.4126 - mean_absolute_error: 49.1375 - val_loss: 10372.6455 - val_mean_absolute_error: 76.0914 Epoch 1383/5000 148/148 [==============================] - 0s 27us/step - loss: 5058.2524 - mean_absolute_error: 49.1220 - val_loss: 10368.5293 - val_mean_absolute_error: 76.0779 Epoch 1384/5000 148/148 [==============================] - 0s 27us/step - loss: 5055.1255 - mean_absolute_error: 49.1075 - val_loss: 10364.3677 - val_mean_absolute_error: 76.0642 Epoch 1385/5000 148/148 [==============================] - 0s 34us/step - loss: 5052.0264 - mean_absolute_error: 49.0931 - val_loss: 10360.1637 - val_mean_absolute_error: 76.0501 Epoch 1386/5000 148/148 [==============================] - 0s 41us/step - loss: 5048.9385 - mean_absolute_error: 49.0783 - val_loss: 10356.1793 - val_mean_absolute_error: 76.0354 Epoch 1387/5000 148/148 [==============================] - 0s 27us/step - loss: 5045.8086 - mean_absolute_error: 49.0621 - val_loss: 10352.1439 - val_mean_absolute_error: 76.0210 Epoch 1388/5000 148/148 [==============================] - 0s 34us/step - loss: 5042.6709 - mean_absolute_error: 49.0458 - val_loss: 10348.0491 - val_mean_absolute_error: 76.0062 Epoch 1389/5000 148/148 [==============================] - 0s 34us/step - loss: 5039.5439 - mean_absolute_error: 49.0297 - val_loss: 10343.8941 - val_mean_absolute_error: 75.9913 Epoch 1390/5000 148/148 [==============================] - 0s 27us/step - loss: 5036.4185 - mean_absolute_error: 49.0137 - val_loss: 10339.6469 - val_mean_absolute_error: 75.9760 Epoch 1391/5000 148/148 [==============================] - 0s 41us/step - loss: 5033.3359 - mean_absolute_error: 48.9976 - val_loss: 10335.3315 - val_mean_absolute_error: 75.9608 Epoch 1392/5000 148/148 [==============================] - 0s 27us/step - loss: 5030.2925 - mean_absolute_error: 48.9822 - val_loss: 10331.2806 - val_mean_absolute_error: 75.9459 Epoch 1393/5000 148/148 [==============================] - 0s 27us/step - loss: 5027.1914 - mean_absolute_error: 48.9663 - val_loss: 10327.4970 - val_mean_absolute_error: 75.9312 Epoch 1394/5000 148/148 [==============================] - 0s 27us/step - loss: 5024.1455 - mean_absolute_error: 48.9500 - val_loss: 10323.6993 - val_mean_absolute_error: 75.9170 Epoch 1395/5000 148/148 [==============================] - 0s 34us/step - loss: 5021.0679 - mean_absolute_error: 48.9342 - val_loss: 10319.8967 - val_mean_absolute_error: 75.9033 Epoch 1396/5000 148/148 [==============================] - 0s 27us/step - loss: 5017.9766 - mean_absolute_error: 48.9188 - val_loss: 10316.0432 - val_mean_absolute_error: 75.8893 Epoch 1397/5000 148/148 [==============================] - 0s 27us/step - loss: 5014.9556 - mean_absolute_error: 48.9031 - val_loss: 10312.1227 - val_mean_absolute_error: 75.8755 Epoch 1398/5000 148/148 [==============================] - 0s 27us/step - loss: 5011.9004 - mean_absolute_error: 48.8873 - val_loss: 10308.1291 - val_mean_absolute_error: 75.8613 Epoch 1399/5000 148/148 [==============================] - 0s 27us/step - loss: 5008.8589 - mean_absolute_error: 48.8717 - val_loss: 10304.0458 - val_mean_absolute_error: 75.8467 Epoch 1400/5000 148/148 [==============================] - 0s 41us/step - loss: 5005.8159 - mean_absolute_error: 48.8562 - val_loss: 10299.8638 - val_mean_absolute_error: 75.8318 Epoch 1401/5000 148/148 [==============================] - 0s 27us/step - loss: 5002.7744 - mean_absolute_error: 48.8410 - val_loss: 10295.8727 - val_mean_absolute_error: 75.8163 Epoch 1402/5000 148/148 [==============================] - 0s 20us/step - loss: 4999.7583 - mean_absolute_error: 48.8250 - val_loss: 10291.8469 - val_mean_absolute_error: 75.8014 Epoch 1403/5000 148/148 [==============================] - 0s 34us/step - loss: 4996.7759 - mean_absolute_error: 48.8105 - val_loss: 10287.8724 - val_mean_absolute_error: 75.7873 Epoch 1404/5000 148/148 [==============================] - 0s 34us/step - loss: 4993.7793 - mean_absolute_error: 48.7968 - val_loss: 10283.8605 - val_mean_absolute_error: 75.7733 Epoch 1405/5000 148/148 [==============================] - 0s 41us/step - loss: 4990.8296 - mean_absolute_error: 48.7832 - val_loss: 10280.0018 - val_mean_absolute_error: 75.7584 Epoch 1406/5000 148/148 [==============================] - 0s 41us/step - loss: 4987.8247 - mean_absolute_error: 48.7678 - val_loss: 10276.0911 - val_mean_absolute_error: 75.7434 Epoch 1407/5000 148/148 [==============================] - 0s 27us/step - loss: 4984.8530 - mean_absolute_error: 48.7518 - val_loss: 10272.2053 - val_mean_absolute_error: 75.7285 Epoch 1408/5000 148/148 [==============================] - 0s 27us/step - loss: 4981.9038 - mean_absolute_error: 48.7356 - val_loss: 10268.3470 - val_mean_absolute_error: 75.7143 Epoch 1409/5000 148/148 [==============================] - 0s 27us/step - loss: 4978.9453 - mean_absolute_error: 48.7199 - val_loss: 10264.4323 - val_mean_absolute_error: 75.7005 Epoch 1410/5000 148/148 [==============================] - 0s 34us/step - loss: 4975.9810 - mean_absolute_error: 48.7053 - val_loss: 10260.4183 - val_mean_absolute_error: 75.6861 Epoch 1411/5000 148/148 [==============================] - 0s 27us/step - loss: 4973.0371 - mean_absolute_error: 48.6909 - val_loss: 10256.3506 - val_mean_absolute_error: 75.6715 Epoch 1412/5000 148/148 [==============================] - 0s 41us/step - loss: 4970.0854 - mean_absolute_error: 48.6765 - val_loss: 10252.2273 - val_mean_absolute_error: 75.6566 Epoch 1413/5000 148/148 [==============================] - 0s 34us/step - loss: 4967.1890 - mean_absolute_error: 48.6624 - val_loss: 10248.3276 - val_mean_absolute_error: 75.6411 Epoch 1414/5000 148/148 [==============================] - 0s 27us/step - loss: 4964.1733 - mean_absolute_error: 48.6465 - val_loss: 10244.4285 - val_mean_absolute_error: 75.6257 Epoch 1415/5000 148/148 [==============================] - 0s 34us/step - loss: 4961.2593 - mean_absolute_error: 48.6306 - val_loss: 10240.5757 - val_mean_absolute_error: 75.6109 Epoch 1416/5000 148/148 [==============================] - 0s 34us/step - loss: 4958.3174 - mean_absolute_error: 48.6153 - val_loss: 10236.7489 - val_mean_absolute_error: 75.5968 Epoch 1417/5000 148/148 [==============================] - 0s 27us/step - loss: 4955.3472 - mean_absolute_error: 48.6005 - val_loss: 10233.0776 - val_mean_absolute_error: 75.5824 Epoch 1418/5000 148/148 [==============================] - 0s 20us/step - loss: 4952.3975 - mean_absolute_error: 48.5857 - val_loss: 10229.2863 - val_mean_absolute_error: 75.5687 Epoch 1419/5000 148/148 [==============================] - 0s 41us/step - loss: 4949.4873 - mean_absolute_error: 48.5723 - val_loss: 10225.6621 - val_mean_absolute_error: 75.5547 Epoch 1420/5000 148/148 [==============================] - 0s 20us/step - loss: 4946.5396 - mean_absolute_error: 48.5577 - val_loss: 10221.9881 - val_mean_absolute_error: 75.5409 Epoch 1421/5000 148/148 [==============================] - 0s 27us/step - loss: 4943.6045 - mean_absolute_error: 48.5431 - val_loss: 10218.2819 - val_mean_absolute_error: 75.5269 Epoch 1422/5000 148/148 [==============================] - 0s 20us/step - loss: 4940.6763 - mean_absolute_error: 48.5282 - val_loss: 10214.5098 - val_mean_absolute_error: 75.5126 Epoch 1423/5000 148/148 [==============================] - 0s 34us/step - loss: 4937.7432 - mean_absolute_error: 48.5134 - val_loss: 10210.6291 - val_mean_absolute_error: 75.4979 Epoch 1424/5000 148/148 [==============================] - 0s 27us/step - loss: 4934.8530 - mean_absolute_error: 48.4988 - val_loss: 10206.6847 - val_mean_absolute_error: 75.4835 Epoch 1425/5000 148/148 [==============================] - 0s 34us/step - loss: 4931.9258 - mean_absolute_error: 48.4850 - val_loss: 10202.9595 - val_mean_absolute_error: 75.4691 Epoch 1426/5000 148/148 [==============================] - 0s 27us/step - loss: 4929.0063 - mean_absolute_error: 48.4711 - val_loss: 10199.2262 - val_mean_absolute_error: 75.4551 Epoch 1427/5000 148/148 [==============================] - 0s 20us/step - loss: 4926.0986 - mean_absolute_error: 48.4577 - val_loss: 10195.4462 - val_mean_absolute_error: 75.4408 Epoch 1428/5000 148/148 [==============================] - 0s 34us/step - loss: 4923.2295 - mean_absolute_error: 48.4440 - val_loss: 10191.8486 - val_mean_absolute_error: 75.4258 Epoch 1429/5000 148/148 [==============================] - 0s 34us/step - loss: 4920.3203 - mean_absolute_error: 48.4287 - val_loss: 10188.2163 - val_mean_absolute_error: 75.4107 Epoch 1430/5000 148/148 [==============================] - 0s 27us/step - loss: 4917.4268 - mean_absolute_error: 48.4133 - val_loss: 10184.4946 - val_mean_absolute_error: 75.3953 Epoch 1431/5000 148/148 [==============================] - 0s 27us/step - loss: 4914.5776 - mean_absolute_error: 48.3973 - val_loss: 10180.7591 - val_mean_absolute_error: 75.3805 Epoch 1432/5000 148/148 [==============================] - 0s 27us/step - loss: 4911.7144 - mean_absolute_error: 48.3824 - val_loss: 10177.0228 - val_mean_absolute_error: 75.3664 Epoch 1433/5000 148/148 [==============================] - 0s 27us/step - loss: 4908.8159 - mean_absolute_error: 48.3682 - val_loss: 10173.2551 - val_mean_absolute_error: 75.3526 Epoch 1434/5000 148/148 [==============================] - 0s 34us/step - loss: 4905.9824 - mean_absolute_error: 48.3550 - val_loss: 10169.4101 - val_mean_absolute_error: 75.3383 Epoch 1435/5000 148/148 [==============================] - 0s 41us/step - loss: 4903.1436 - mean_absolute_error: 48.3410 - val_loss: 10165.5024 - val_mean_absolute_error: 75.3236 Epoch 1436/5000 148/148 [==============================] - 0s 20us/step - loss: 4900.2861 - mean_absolute_error: 48.3261 - val_loss: 10161.4992 - val_mean_absolute_error: 75.3082 Epoch 1437/5000 148/148 [==============================] - 0s 27us/step - loss: 4897.4756 - mean_absolute_error: 48.3108 - val_loss: 10157.6480 - val_mean_absolute_error: 75.2922 Epoch 1438/5000 148/148 [==============================] - 0s 27us/step - loss: 4894.6084 - mean_absolute_error: 48.2944 - val_loss: 10153.7489 - val_mean_absolute_error: 75.2760 Epoch 1439/5000 148/148 [==============================] - 0s 27us/step - loss: 4891.7695 - mean_absolute_error: 48.2783 - val_loss: 10149.8123 - val_mean_absolute_error: 75.2597 Epoch 1440/5000 148/148 [==============================] - 0s 27us/step - loss: 4888.9639 - mean_absolute_error: 48.2624 - val_loss: 10145.8805 - val_mean_absolute_error: 75.2442 Epoch 1441/5000 148/148 [==============================] - 0s 34us/step - loss: 4886.1440 - mean_absolute_error: 48.2474 - val_loss: 10141.8941 - val_mean_absolute_error: 75.2289 Epoch 1442/5000 148/148 [==============================] - 0s 27us/step - loss: 4883.2905 - mean_absolute_error: 48.2333 - val_loss: 10137.9860 - val_mean_absolute_error: 75.2145 Epoch 1443/5000 148/148 [==============================] - 0s 34us/step - loss: 4880.4839 - mean_absolute_error: 48.2196 - val_loss: 10134.3471 - val_mean_absolute_error: 75.1996 Epoch 1444/5000 148/148 [==============================] - 0s 27us/step - loss: 4877.6670 - mean_absolute_error: 48.2044 - val_loss: 10130.6633 - val_mean_absolute_error: 75.1846 Epoch 1445/5000 148/148 [==============================] - 0s 34us/step - loss: 4874.8555 - mean_absolute_error: 48.1889 - val_loss: 10126.9631 - val_mean_absolute_error: 75.1693 Epoch 1446/5000 148/148 [==============================] - 0s 34us/step - loss: 4872.0396 - mean_absolute_error: 48.1731 - val_loss: 10123.2376 - val_mean_absolute_error: 75.1541 Epoch 1447/5000 148/148 [==============================] - 0s 27us/step - loss: 4869.2290 - mean_absolute_error: 48.1570 - val_loss: 10119.4680 - val_mean_absolute_error: 75.1388 Epoch 1448/5000 148/148 [==============================] - 0s 20us/step - loss: 4866.4673 - mean_absolute_error: 48.1407 - val_loss: 10115.7125 - val_mean_absolute_error: 75.1242 Epoch 1449/5000 148/148 [==============================] - 0s 34us/step - loss: 4863.6880 - mean_absolute_error: 48.1253 - val_loss: 10112.1907 - val_mean_absolute_error: 75.1098 Epoch 1450/5000 148/148 [==============================] - 0s 41us/step - loss: 4860.8965 - mean_absolute_error: 48.1098 - val_loss: 10108.5941 - val_mean_absolute_error: 75.0956 Epoch 1451/5000 148/148 [==============================] - 0s 27us/step - loss: 4858.1157 - mean_absolute_error: 48.0953 - val_loss: 10104.9396 - val_mean_absolute_error: 75.0812 Epoch 1452/5000 148/148 [==============================] - 0s 27us/step - loss: 4855.3853 - mean_absolute_error: 48.0810 - val_loss: 10101.5153 - val_mean_absolute_error: 75.0663 Epoch 1453/5000 148/148 [==============================] - 0s 34us/step - loss: 4852.6099 - mean_absolute_error: 48.0651 - val_loss: 10098.0272 - val_mean_absolute_error: 75.0513 Epoch 1454/5000 148/148 [==============================] - 0s 34us/step - loss: 4849.8481 - mean_absolute_error: 48.0491 - val_loss: 10094.5347 - val_mean_absolute_error: 75.0365 Epoch 1455/5000 148/148 [==============================] - 0s 34us/step - loss: 4847.0786 - mean_absolute_error: 48.0328 - val_loss: 10091.0379 - val_mean_absolute_error: 75.0217 Epoch 1456/5000 148/148 [==============================] - 0s 27us/step - loss: 4844.3608 - mean_absolute_error: 48.0167 - val_loss: 10087.5194 - val_mean_absolute_error: 75.0076 Epoch 1457/5000 148/148 [==============================] - 0s 27us/step - loss: 4841.6118 - mean_absolute_error: 48.0019 - val_loss: 10083.9370 - val_mean_absolute_error: 74.9937 Epoch 1458/5000 148/148 [==============================] - 0s 34us/step - loss: 4838.8296 - mean_absolute_error: 47.9879 - val_loss: 10080.3399 - val_mean_absolute_error: 74.9802 Epoch 1459/5000 148/148 [==============================] - 0s 34us/step - loss: 4836.1089 - mean_absolute_error: 47.9745 - val_loss: 10076.6695 - val_mean_absolute_error: 74.9663 Epoch 1460/5000 148/148 [==============================] - 0s 27us/step - loss: 4833.3916 - mean_absolute_error: 47.9605 - val_loss: 10072.9326 - val_mean_absolute_error: 74.9521 Epoch 1461/5000 148/148 [==============================] - 0s 41us/step - loss: 4830.7173 - mean_absolute_error: 47.9461 - val_loss: 10069.3360 - val_mean_absolute_error: 74.9372 Epoch 1462/5000 148/148 [==============================] - 0s 20us/step - loss: 4827.9453 - mean_absolute_error: 47.9303 - val_loss: 10065.6703 - val_mean_absolute_error: 74.9227 Epoch 1463/5000 148/148 [==============================] - 0s 34us/step - loss: 4825.2070 - mean_absolute_error: 47.9152 - val_loss: 10061.9177 - val_mean_absolute_error: 74.9079 Epoch 1464/5000 148/148 [==============================] - 0s 41us/step - loss: 4822.4790 - mean_absolute_error: 47.9004 - val_loss: 10058.1137 - val_mean_absolute_error: 74.8930 Epoch 1465/5000 148/148 [==============================] - 0s 20us/step - loss: 4819.8433 - mean_absolute_error: 47.8861 - val_loss: 10054.2427 - val_mean_absolute_error: 74.8783 Epoch 1466/5000 148/148 [==============================] - 0s 27us/step - loss: 4817.2451 - mean_absolute_error: 47.8728 - val_loss: 10050.6633 - val_mean_absolute_error: 74.8637 Epoch 1467/5000 148/148 [==============================] - 0s 27us/step - loss: 4814.6470 - mean_absolute_error: 47.8589 - val_loss: 10047.1127 - val_mean_absolute_error: 74.8498 Epoch 1468/5000 148/148 [==============================] - 0s 27us/step - loss: 4812.0264 - mean_absolute_error: 47.8453 - val_loss: 10043.5539 - val_mean_absolute_error: 74.8362 Epoch 1469/5000 148/148 [==============================] - 0s 20us/step - loss: 4809.4673 - mean_absolute_error: 47.8322 - val_loss: 10040.1424 - val_mean_absolute_error: 74.8217 Epoch 1470/5000 148/148 [==============================] - 0s 41us/step - loss: 4806.8633 - mean_absolute_error: 47.8178 - val_loss: 10036.6960 - val_mean_absolute_error: 74.8070 Epoch 1471/5000 148/148 [==============================] - 0s 27us/step - loss: 4804.2866 - mean_absolute_error: 47.8033 - val_loss: 10033.2029 - val_mean_absolute_error: 74.7921 Epoch 1472/5000 148/148 [==============================] - 0s 27us/step - loss: 4801.7080 - mean_absolute_error: 47.7886 - val_loss: 10029.5984 - val_mean_absolute_error: 74.7769 Epoch 1473/5000 148/148 [==============================] - 0s 27us/step - loss: 4799.1299 - mean_absolute_error: 47.7741 - val_loss: 10025.8815 - val_mean_absolute_error: 74.7612 Epoch 1474/5000 148/148 [==============================] - 0s 27us/step - loss: 4796.5454 - mean_absolute_error: 47.7598 - val_loss: 10022.0923 - val_mean_absolute_error: 74.7453 Epoch 1475/5000 148/148 [==============================] - 0s 34us/step - loss: 4793.9941 - mean_absolute_error: 47.7458 - val_loss: 10018.2828 - val_mean_absolute_error: 74.7300 Epoch 1476/5000 148/148 [==============================] - 0s 34us/step - loss: 4791.4077 - mean_absolute_error: 47.7323 - val_loss: 10014.4606 - val_mean_absolute_error: 74.7153 Epoch 1477/5000 148/148 [==============================] - 0s 20us/step - loss: 4788.8350 - mean_absolute_error: 47.7197 - val_loss: 10010.8592 - val_mean_absolute_error: 74.6998 Epoch 1478/5000 148/148 [==============================] - 0s 27us/step - loss: 4786.2856 - mean_absolute_error: 47.7059 - val_loss: 10007.2207 - val_mean_absolute_error: 74.6847 Epoch 1479/5000 148/148 [==============================] - 0s 27us/step - loss: 4783.7217 - mean_absolute_error: 47.6921 - val_loss: 10003.5702 - val_mean_absolute_error: 74.6696 Epoch 1480/5000 148/148 [==============================] - 0s 27us/step - loss: 4781.1953 - mean_absolute_error: 47.6781 - val_loss: 9999.8638 - val_mean_absolute_error: 74.6547 Epoch 1481/5000 148/148 [==============================] - 0s 27us/step - loss: 4778.6733 - mean_absolute_error: 47.6646 - val_loss: 9996.3077 - val_mean_absolute_error: 74.6394 Epoch 1482/5000 148/148 [==============================] - 0s 34us/step - loss: 4776.0903 - mean_absolute_error: 47.6500 - val_loss: 9992.7202 - val_mean_absolute_error: 74.6245 Epoch 1483/5000 148/148 [==============================] - 0s 34us/step - loss: 4773.5679 - mean_absolute_error: 47.6361 - val_loss: 9989.2915 - val_mean_absolute_error: 74.6089 Epoch 1484/5000 148/148 [==============================] - 0s 27us/step - loss: 4771.0684 - mean_absolute_error: 47.6213 - val_loss: 9985.8047 - val_mean_absolute_error: 74.5933 Epoch 1485/5000 148/148 [==============================] - 0s 27us/step - loss: 4768.5640 - mean_absolute_error: 47.6065 - val_loss: 9982.2310 - val_mean_absolute_error: 74.5776 Epoch 1486/5000 148/148 [==============================] - 0s 20us/step - loss: 4766.0615 - mean_absolute_error: 47.5918 - val_loss: 9978.6486 - val_mean_absolute_error: 74.5628 Epoch 1487/5000 148/148 [==============================] - 0s 27us/step - loss: 4763.5532 - mean_absolute_error: 47.5779 - val_loss: 9975.0049 - val_mean_absolute_error: 74.5478 Epoch 1488/5000 148/148 [==============================] - 0s 41us/step - loss: 4761.0586 - mean_absolute_error: 47.5642 - val_loss: 9971.3791 - val_mean_absolute_error: 74.5330 Epoch 1489/5000 148/148 [==============================] - 0s 27us/step - loss: 4758.5620 - mean_absolute_error: 47.5501 - val_loss: 9967.7314 - val_mean_absolute_error: 74.5180 Epoch 1490/5000 148/148 [==============================] - 0s 27us/step - loss: 4756.0864 - mean_absolute_error: 47.5360 - val_loss: 9964.0838 - val_mean_absolute_error: 74.5036 Epoch 1491/5000 148/148 [==============================] - 0s 27us/step - loss: 4753.5791 - mean_absolute_error: 47.5222 - val_loss: 9960.4394 - val_mean_absolute_error: 74.4896 Epoch 1492/5000 148/148 [==============================] - 0s 27us/step - loss: 4751.0923 - mean_absolute_error: 47.5088 - val_loss: 9956.7902 - val_mean_absolute_error: 74.4756 Epoch 1493/5000 148/148 [==============================] - 0s 41us/step - loss: 4748.6294 - mean_absolute_error: 47.4953 - val_loss: 9952.9880 - val_mean_absolute_error: 74.4609 Epoch 1494/5000 148/148 [==============================] - 0s 27us/step - loss: 4746.1562 - mean_absolute_error: 47.4815 - val_loss: 9949.0701 - val_mean_absolute_error: 74.4455 Epoch 1495/5000 148/148 [==============================] - 0s 34us/step - loss: 4743.7266 - mean_absolute_error: 47.4675 - val_loss: 9945.3486 - val_mean_absolute_error: 74.4295 Epoch 1496/5000 148/148 [==============================] - 0s 27us/step - loss: 4741.1890 - mean_absolute_error: 47.4522 - val_loss: 9941.5961 - val_mean_absolute_error: 74.4136 Epoch 1497/5000 148/148 [==============================] - 0s 27us/step - loss: 4738.7524 - mean_absolute_error: 47.4374 - val_loss: 9937.8548 - val_mean_absolute_error: 74.3984 Epoch 1498/5000 148/148 [==============================] - 0s 47us/step - loss: 4736.3408 - mean_absolute_error: 47.4235 - val_loss: 9934.0610 - val_mean_absolute_error: 74.3836 Epoch 1499/5000 148/148 [==============================] - 0s 34us/step - loss: 4733.9229 - mean_absolute_error: 47.4105 - val_loss: 9930.4834 - val_mean_absolute_error: 74.3686 Epoch 1500/5000 148/148 [==============================] - 0s 34us/step - loss: 4731.5342 - mean_absolute_error: 47.3970 - val_loss: 9926.8363 - val_mean_absolute_error: 74.3532 Epoch 1501/5000 148/148 [==============================] - 0s 27us/step - loss: 4729.1587 - mean_absolute_error: 47.3834 - val_loss: 9923.1815 - val_mean_absolute_error: 74.3378 Epoch 1502/5000 148/148 [==============================] - 0s 27us/step - loss: 4726.7808 - mean_absolute_error: 47.3695 - val_loss: 9919.5242 - val_mean_absolute_error: 74.3223 Epoch 1503/5000 148/148 [==============================] - 0s 41us/step - loss: 4724.3970 - mean_absolute_error: 47.3554 - val_loss: 9915.8684 - val_mean_absolute_error: 74.3068 Epoch 1504/5000 148/148 [==============================] - 0s 41us/step - loss: 4722.0103 - mean_absolute_error: 47.3411 - val_loss: 9912.1757 - val_mean_absolute_error: 74.2911 Epoch 1505/5000 148/148 [==============================] - 0s 27us/step - loss: 4719.6509 - mean_absolute_error: 47.3268 - val_loss: 9908.4814 - val_mean_absolute_error: 74.2760 Epoch 1506/5000 148/148 [==============================] - 0s 27us/step - loss: 4717.3018 - mean_absolute_error: 47.3130 - val_loss: 9904.9793 - val_mean_absolute_error: 74.2608 Epoch 1507/5000 148/148 [==============================] - 0s 34us/step - loss: 4714.9341 - mean_absolute_error: 47.2991 - val_loss: 9901.6664 - val_mean_absolute_error: 74.2456 Epoch 1508/5000 148/148 [==============================] - 0s 27us/step - loss: 4712.6431 - mean_absolute_error: 47.2855 - val_loss: 9898.2773 - val_mean_absolute_error: 74.2309 Epoch 1509/5000 148/148 [==============================] - 0s 41us/step - loss: 4710.3213 - mean_absolute_error: 47.2724 - val_loss: 9894.8130 - val_mean_absolute_error: 74.2166 Epoch 1510/5000 148/148 [==============================] - 0s 27us/step - loss: 4707.9849 - mean_absolute_error: 47.2598 - val_loss: 9891.2367 - val_mean_absolute_error: 74.2019 Epoch 1511/5000 148/148 [==============================] - 0s 20us/step - loss: 4705.6768 - mean_absolute_error: 47.2471 - val_loss: 9887.5724 - val_mean_absolute_error: 74.1875 Epoch 1512/5000 148/148 [==============================] - 0s 34us/step - loss: 4703.3828 - mean_absolute_error: 47.2355 - val_loss: 9883.8002 - val_mean_absolute_error: 74.1725 Epoch 1513/5000 148/148 [==============================] - 0s 27us/step - loss: 4701.0830 - mean_absolute_error: 47.2234 - val_loss: 9880.0231 - val_mean_absolute_error: 74.1576 Epoch 1514/5000 148/148 [==============================] - 0s 34us/step - loss: 4698.7871 - mean_absolute_error: 47.2111 - val_loss: 9876.2767 - val_mean_absolute_error: 74.1435 Epoch 1515/5000 148/148 [==============================] - 0s 20us/step - loss: 4696.4956 - mean_absolute_error: 47.1992 - val_loss: 9872.7922 - val_mean_absolute_error: 74.1290 Epoch 1516/5000 148/148 [==============================] - 0s 34us/step - loss: 4694.1924 - mean_absolute_error: 47.1859 - val_loss: 9869.3502 - val_mean_absolute_error: 74.1155 Epoch 1517/5000 148/148 [==============================] - 0s 27us/step - loss: 4691.9009 - mean_absolute_error: 47.1732 - val_loss: 9865.8260 - val_mean_absolute_error: 74.1017 Epoch 1518/5000 148/148 [==============================] - 0s 27us/step - loss: 4689.6133 - mean_absolute_error: 47.1608 - val_loss: 9862.1775 - val_mean_absolute_error: 74.0874 Epoch 1519/5000 148/148 [==============================] - 0s 34us/step - loss: 4687.3276 - mean_absolute_error: 47.1483 - val_loss: 9858.7593 - val_mean_absolute_error: 74.0732 Epoch 1520/5000 148/148 [==============================] - 0s 20us/step - loss: 4685.0547 - mean_absolute_error: 47.1356 - val_loss: 9855.3312 - val_mean_absolute_error: 74.0598 Epoch 1521/5000 148/148 [==============================] - 0s 41us/step - loss: 4682.7910 - mean_absolute_error: 47.1237 - val_loss: 9851.8681 - val_mean_absolute_error: 74.0462 Epoch 1522/5000 148/148 [==============================] - 0s 27us/step - loss: 4680.5244 - mean_absolute_error: 47.1115 - val_loss: 9848.3609 - val_mean_absolute_error: 74.0324 Epoch 1523/5000 148/148 [==============================] - 0s 27us/step - loss: 4678.2632 - mean_absolute_error: 47.0991 - val_loss: 9844.8148 - val_mean_absolute_error: 74.0185 Epoch 1524/5000 148/148 [==============================] - 0s 27us/step - loss: 4675.9854 - mean_absolute_error: 47.0860 - val_loss: 9841.2085 - val_mean_absolute_error: 74.0044 Epoch 1525/5000 148/148 [==============================] - 0s 34us/step - loss: 4673.7134 - mean_absolute_error: 47.0733 - val_loss: 9837.6065 - val_mean_absolute_error: 73.9905 Epoch 1526/5000 148/148 [==============================] - 0s 27us/step - loss: 4671.4517 - mean_absolute_error: 47.0608 - val_loss: 9834.0587 - val_mean_absolute_error: 73.9775 Epoch 1527/5000 148/148 [==============================] - 0s 34us/step - loss: 4669.2017 - mean_absolute_error: 47.0490 - val_loss: 9830.6857 - val_mean_absolute_error: 73.9640 Epoch 1528/5000 148/148 [==============================] - 0s 34us/step - loss: 4666.9492 - mean_absolute_error: 47.0366 - val_loss: 9827.3030 - val_mean_absolute_error: 73.9505 Epoch 1529/5000 148/148 [==============================] - 0s 34us/step - loss: 4664.7104 - mean_absolute_error: 47.0240 - val_loss: 9823.9153 - val_mean_absolute_error: 73.9369 Epoch 1530/5000 148/148 [==============================] - 0s 34us/step - loss: 4662.4697 - mean_absolute_error: 47.0110 - val_loss: 9820.5841 - val_mean_absolute_error: 73.9242 Epoch 1531/5000 148/148 [==============================] - 0s 27us/step - loss: 4660.2227 - mean_absolute_error: 46.9983 - val_loss: 9817.2296 - val_mean_absolute_error: 73.9112 Epoch 1532/5000 148/148 [==============================] - 0s 27us/step - loss: 4658.0088 - mean_absolute_error: 46.9855 - val_loss: 9814.0202 - val_mean_absolute_error: 73.8972 Epoch 1533/5000 148/148 [==============================] - 0s 27us/step - loss: 4655.7764 - mean_absolute_error: 46.9713 - val_loss: 9810.7913 - val_mean_absolute_error: 73.8838 Epoch 1534/5000 148/148 [==============================] - 0s 41us/step - loss: 4653.5464 - mean_absolute_error: 46.9580 - val_loss: 9807.5498 - val_mean_absolute_error: 73.8710 Epoch 1535/5000 148/148 [==============================] - 0s 34us/step - loss: 4651.3032 - mean_absolute_error: 46.9454 - val_loss: 9804.2630 - val_mean_absolute_error: 73.8579 Epoch 1536/5000 148/148 [==============================] - 0s 34us/step - loss: 4649.0742 - mean_absolute_error: 46.9328 - val_loss: 9800.9328 - val_mean_absolute_error: 73.8445 Epoch 1537/5000 148/148 [==============================] - 0s 20us/step - loss: 4646.8643 - mean_absolute_error: 46.9204 - val_loss: 9797.4854 - val_mean_absolute_error: 73.8312 Epoch 1538/5000 148/148 [==============================] - 0s 34us/step - loss: 4644.6382 - mean_absolute_error: 46.9074 - val_loss: 9793.9640 - val_mean_absolute_error: 73.8177 Epoch 1539/5000 148/148 [==============================] - 0s 41us/step - loss: 4642.4009 - mean_absolute_error: 46.8939 - val_loss: 9790.4152 - val_mean_absolute_error: 73.8041 Epoch 1540/5000 148/148 [==============================] - 0s 27us/step - loss: 4640.1914 - mean_absolute_error: 46.8804 - val_loss: 9787.1304 - val_mean_absolute_error: 73.7908 Epoch 1541/5000 148/148 [==============================] - 0s 27us/step - loss: 4638.0068 - mean_absolute_error: 46.8669 - val_loss: 9783.8677 - val_mean_absolute_error: 73.7787 Epoch 1542/5000 148/148 [==============================] - 0s 34us/step - loss: 4635.7852 - mean_absolute_error: 46.8545 - val_loss: 9780.5901 - val_mean_absolute_error: 73.7676 Epoch 1543/5000 148/148 [==============================] - 0s 41us/step - loss: 4633.5659 - mean_absolute_error: 46.8429 - val_loss: 9777.3245 - val_mean_absolute_error: 73.7566 Epoch 1544/5000 148/148 [==============================] - 0s 41us/step - loss: 4631.3857 - mean_absolute_error: 46.8312 - val_loss: 9774.2399 - val_mean_absolute_error: 73.7447 Epoch 1545/5000 148/148 [==============================] - 0s 27us/step - loss: 4629.1733 - mean_absolute_error: 46.8187 - val_loss: 9771.1345 - val_mean_absolute_error: 73.7328 Epoch 1546/5000 148/148 [==============================] - 0s 20us/step - loss: 4626.9819 - mean_absolute_error: 46.8061 - val_loss: 9767.9742 - val_mean_absolute_error: 73.7208 Epoch 1547/5000 148/148 [==============================] - 0s 20us/step - loss: 4624.7974 - mean_absolute_error: 46.7943 - val_loss: 9764.7315 - val_mean_absolute_error: 73.7085 Epoch 1548/5000 148/148 [==============================] - 0s 34us/step - loss: 4622.6523 - mean_absolute_error: 46.7833 - val_loss: 9761.5272 - val_mean_absolute_error: 73.6971 Epoch 1549/5000 148/148 [==============================] - 0s 27us/step - loss: 4620.4629 - mean_absolute_error: 46.7729 - val_loss: 9758.2299 - val_mean_absolute_error: 73.6857 Epoch 1550/5000 148/148 [==============================] - 0s 27us/step - loss: 4618.2515 - mean_absolute_error: 46.7628 - val_loss: 9754.8182 - val_mean_absolute_error: 73.6737 Epoch 1551/5000 148/148 [==============================] - 0s 34us/step - loss: 4616.0732 - mean_absolute_error: 46.7526 - val_loss: 9751.3076 - val_mean_absolute_error: 73.6611 Epoch 1552/5000 148/148 [==============================] - 0s 27us/step - loss: 4613.8892 - mean_absolute_error: 46.7418 - val_loss: 9747.7797 - val_mean_absolute_error: 73.6484 Epoch 1553/5000 148/148 [==============================] - 0s 27us/step - loss: 4611.7173 - mean_absolute_error: 46.7310 - val_loss: 9744.2928 - val_mean_absolute_error: 73.6365 Epoch 1554/5000 148/148 [==============================] - 0s 34us/step - loss: 4609.5635 - mean_absolute_error: 46.7208 - val_loss: 9741.0003 - val_mean_absolute_error: 73.6241 Epoch 1555/5000 148/148 [==============================] - 0s 34us/step - loss: 4607.3579 - mean_absolute_error: 46.7094 - val_loss: 9737.7473 - val_mean_absolute_error: 73.6126 Epoch 1556/5000 148/148 [==============================] - 0s 27us/step - loss: 4605.1489 - mean_absolute_error: 46.6987 - val_loss: 9734.5441 - val_mean_absolute_error: 73.6019 Epoch 1557/5000 148/148 [==============================] - 0s 34us/step - loss: 4603.0078 - mean_absolute_error: 46.6888 - val_loss: 9731.4983 - val_mean_absolute_error: 73.5902 Epoch 1558/5000 148/148 [==============================] - 0s 27us/step - loss: 4600.7856 - mean_absolute_error: 46.6773 - val_loss: 9728.3825 - val_mean_absolute_error: 73.5782 Epoch 1559/5000 148/148 [==============================] - 0s 20us/step - loss: 4598.5903 - mean_absolute_error: 46.6656 - val_loss: 9725.2300 - val_mean_absolute_error: 73.5661 Epoch 1560/5000 148/148 [==============================] - 0s 41us/step - loss: 4596.3867 - mean_absolute_error: 46.6541 - val_loss: 9722.0240 - val_mean_absolute_error: 73.5539 Epoch 1561/5000 148/148 [==============================] - 0s 27us/step - loss: 4594.1758 - mean_absolute_error: 46.6436 - val_loss: 9718.7830 - val_mean_absolute_error: 73.5418 Epoch 1562/5000 148/148 [==============================] - 0s 27us/step - loss: 4591.9917 - mean_absolute_error: 46.6336 - val_loss: 9715.4943 - val_mean_absolute_error: 73.5300 Epoch 1563/5000 148/148 [==============================] - 0s 34us/step - loss: 4589.7891 - mean_absolute_error: 46.6242 - val_loss: 9712.1208 - val_mean_absolute_error: 73.5185 Epoch 1564/5000 148/148 [==============================] - 0s 27us/step - loss: 4587.5801 - mean_absolute_error: 46.6148 - val_loss: 9708.6745 - val_mean_absolute_error: 73.5066 Epoch 1565/5000 148/148 [==============================] - 0s 20us/step - loss: 4585.3755 - mean_absolute_error: 46.6048 - val_loss: 9705.1944 - val_mean_absolute_error: 73.4944 Epoch 1566/5000 148/148 [==============================] - 0s 47us/step - loss: 4583.1611 - mean_absolute_error: 46.5942 - val_loss: 9701.6761 - val_mean_absolute_error: 73.4819 Epoch 1567/5000 148/148 [==============================] - 0s 27us/step - loss: 4580.9639 - mean_absolute_error: 46.5838 - val_loss: 9698.4134 - val_mean_absolute_error: 73.4697 Epoch 1568/5000 148/148 [==============================] - 0s 27us/step - loss: 4578.7139 - mean_absolute_error: 46.5730 - val_loss: 9695.1544 - val_mean_absolute_error: 73.4581 Epoch 1569/5000 148/148 [==============================] - 0s 34us/step - loss: 4576.4180 - mean_absolute_error: 46.5626 - val_loss: 9691.8581 - val_mean_absolute_error: 73.4463 Epoch 1570/5000 148/148 [==============================] - 0s 20us/step - loss: 4574.1108 - mean_absolute_error: 46.5522 - val_loss: 9688.5279 - val_mean_absolute_error: 73.4344 Epoch 1571/5000 148/148 [==============================] - 0s 27us/step - loss: 4571.7832 - mean_absolute_error: 46.5420 - val_loss: 9685.2397 - val_mean_absolute_error: 73.4227 Epoch 1572/5000 148/148 [==============================] - 0s 34us/step - loss: 4569.4575 - mean_absolute_error: 46.5315 - val_loss: 9682.2060 - val_mean_absolute_error: 73.4106 Epoch 1573/5000 148/148 [==============================] - 0s 27us/step - loss: 4567.1104 - mean_absolute_error: 46.5199 - val_loss: 9679.1946 - val_mean_absolute_error: 73.3995 Epoch 1574/5000 148/148 [==============================] - 0s 27us/step - loss: 4564.7593 - mean_absolute_error: 46.5087 - val_loss: 9676.1786 - val_mean_absolute_error: 73.3891 Epoch 1575/5000 148/148 [==============================] - 0s 27us/step - loss: 4562.3579 - mean_absolute_error: 46.4979 - val_loss: 9673.1595 - val_mean_absolute_error: 73.3788 Epoch 1576/5000 148/148 [==============================] - 0s 34us/step - loss: 4559.9800 - mean_absolute_error: 46.4868 - val_loss: 9670.0975 - val_mean_absolute_error: 73.3681 Epoch 1577/5000 148/148 [==============================] - 0s 27us/step - loss: 4557.5928 - mean_absolute_error: 46.4751 - val_loss: 9666.9519 - val_mean_absolute_error: 73.3571 Epoch 1578/5000 148/148 [==============================] - 0s 34us/step - loss: 4555.2139 - mean_absolute_error: 46.4631 - val_loss: 9663.8178 - val_mean_absolute_error: 73.3468 Epoch 1579/5000 148/148 [==============================] - 0s 34us/step - loss: 4552.8442 - mean_absolute_error: 46.4519 - val_loss: 9660.6506 - val_mean_absolute_error: 73.3362 Epoch 1580/5000 148/148 [==============================] - 0s 34us/step - loss: 4550.4956 - mean_absolute_error: 46.4408 - val_loss: 9657.6855 - val_mean_absolute_error: 73.3249 Epoch 1581/5000 148/148 [==============================] - 0s 27us/step - loss: 4548.1680 - mean_absolute_error: 46.4288 - val_loss: 9654.7606 - val_mean_absolute_error: 73.3144 Epoch 1582/5000 148/148 [==============================] - 0s 88us/step - loss: 4545.8018 - mean_absolute_error: 46.4171 - val_loss: 9651.8951 - val_mean_absolute_error: 73.3047 Epoch 1583/5000 148/148 [==============================] - 0s 41us/step - loss: 4543.4194 - mean_absolute_error: 46.4057 - val_loss: 9649.0096 - val_mean_absolute_error: 73.2947 Epoch 1584/5000 148/148 [==============================] - 0s 41us/step - loss: 4541.0786 - mean_absolute_error: 46.3941 - val_loss: 9646.0327 - val_mean_absolute_error: 73.2842 Epoch 1585/5000 148/148 [==============================] - 0s 40us/step - loss: 4538.7163 - mean_absolute_error: 46.3821 - val_loss: 9643.0192 - val_mean_absolute_error: 73.2732 Epoch 1586/5000 148/148 [==============================] - 0s 20us/step - loss: 4536.3296 - mean_absolute_error: 46.3695 - val_loss: 9639.9852 - val_mean_absolute_error: 73.2620 Epoch 1587/5000 148/148 [==============================] - 0s 27us/step - loss: 4533.9771 - mean_absolute_error: 46.3571 - val_loss: 9636.9634 - val_mean_absolute_error: 73.2511 Epoch 1588/5000 148/148 [==============================] - 0s 27us/step - loss: 4531.6523 - mean_absolute_error: 46.3453 - val_loss: 9634.1743 - val_mean_absolute_error: 73.2401 Epoch 1589/5000 148/148 [==============================] - 0s 27us/step - loss: 4529.2642 - mean_absolute_error: 46.3330 - val_loss: 9631.5143 - val_mean_absolute_error: 73.2281 Epoch 1590/5000 148/148 [==============================] - 0s 27us/step - loss: 4526.9165 - mean_absolute_error: 46.3201 - val_loss: 9628.8691 - val_mean_absolute_error: 73.2171 Epoch 1591/5000 148/148 [==============================] - 0s 34us/step - loss: 4524.5591 - mean_absolute_error: 46.3077 - val_loss: 9626.2340 - val_mean_absolute_error: 73.2077 Epoch 1592/5000 148/148 [==============================] - 0s 27us/step - loss: 4522.2212 - mean_absolute_error: 46.2958 - val_loss: 9623.4971 - val_mean_absolute_error: 73.1978 Epoch 1593/5000 148/148 [==============================] - 0s 34us/step - loss: 4519.8848 - mean_absolute_error: 46.2834 - val_loss: 9620.7047 - val_mean_absolute_error: 73.1875 Epoch 1594/5000 148/148 [==============================] - 0s 34us/step - loss: 4517.5356 - mean_absolute_error: 46.2709 - val_loss: 9617.7589 - val_mean_absolute_error: 73.1766 Epoch 1595/5000 148/148 [==============================] - 0s 34us/step - loss: 4515.1938 - mean_absolute_error: 46.2583 - val_loss: 9614.7301 - val_mean_absolute_error: 73.1655 Epoch 1596/5000 148/148 [==============================] - 0s 27us/step - loss: 4512.8447 - mean_absolute_error: 46.2456 - val_loss: 9611.7040 - val_mean_absolute_error: 73.1545 Epoch 1597/5000 148/148 [==============================] - 0s 34us/step - loss: 4510.4917 - mean_absolute_error: 46.2328 - val_loss: 9608.6580 - val_mean_absolute_error: 73.1432 Epoch 1598/5000 148/148 [==============================] - 0s 27us/step - loss: 4508.1626 - mean_absolute_error: 46.2201 - val_loss: 9605.6604 - val_mean_absolute_error: 73.1327 Epoch 1599/5000 148/148 [==============================] - 0s 41us/step - loss: 4505.8154 - mean_absolute_error: 46.2079 - val_loss: 9602.6409 - val_mean_absolute_error: 73.1223 Epoch 1600/5000 148/148 [==============================] - 0s 27us/step - loss: 4503.4795 - mean_absolute_error: 46.1963 - val_loss: 9599.5148 - val_mean_absolute_error: 73.1112 Epoch 1601/5000 148/148 [==============================] - 0s 41us/step - loss: 4501.1533 - mean_absolute_error: 46.1843 - val_loss: 9596.3250 - val_mean_absolute_error: 73.0996 Epoch 1602/5000 148/148 [==============================] - 0s 27us/step - loss: 4498.8066 - mean_absolute_error: 46.1718 - val_loss: 9593.0689 - val_mean_absolute_error: 73.0876 Epoch 1603/5000 148/148 [==============================] - 0s 34us/step - loss: 4496.4683 - mean_absolute_error: 46.1589 - val_loss: 9589.8607 - val_mean_absolute_error: 73.0763 Epoch 1604/5000 148/148 [==============================] - 0s 27us/step - loss: 4494.1494 - mean_absolute_error: 46.1469 - val_loss: 9586.6533 - val_mean_absolute_error: 73.0652 Epoch 1605/5000 148/148 [==============================] - 0s 20us/step - loss: 4491.8594 - mean_absolute_error: 46.1352 - val_loss: 9583.6821 - val_mean_absolute_error: 73.0537 Epoch 1606/5000 148/148 [==============================] - 0s 41us/step - loss: 4489.6016 - mean_absolute_error: 46.1227 - val_loss: 9580.7622 - val_mean_absolute_error: 73.0429 Epoch 1607/5000 148/148 [==============================] - 0s 34us/step - loss: 4487.3213 - mean_absolute_error: 46.1107 - val_loss: 9577.8505 - val_mean_absolute_error: 73.0325 Epoch 1608/5000 148/148 [==============================] - 0s 27us/step - loss: 4485.0063 - mean_absolute_error: 46.0992 - val_loss: 9574.8817 - val_mean_absolute_error: 73.0217 Epoch 1609/5000 148/148 [==============================] - 0s 20us/step - loss: 4482.7515 - mean_absolute_error: 46.0879 - val_loss: 9572.1321 - val_mean_absolute_error: 73.0103 Epoch 1610/5000 148/148 [==============================] - 0s 34us/step - loss: 4480.4395 - mean_absolute_error: 46.0754 - val_loss: 9569.3487 - val_mean_absolute_error: 72.9988 Epoch 1611/5000 148/148 [==============================] - 0s 34us/step - loss: 4478.1812 - mean_absolute_error: 46.0631 - val_loss: 9566.5880 - val_mean_absolute_error: 72.9880 Epoch 1612/5000 148/148 [==============================] - 0s 27us/step - loss: 4475.9204 - mean_absolute_error: 46.0512 - val_loss: 9563.7575 - val_mean_absolute_error: 72.9773 Epoch 1613/5000 148/148 [==============================] - 0s 34us/step - loss: 4473.6616 - mean_absolute_error: 46.0394 - val_loss: 9560.7930 - val_mean_absolute_error: 72.9658 Epoch 1614/5000 148/148 [==============================] - 0s 27us/step - loss: 4471.3960 - mean_absolute_error: 46.0271 - val_loss: 9557.7301 - val_mean_absolute_error: 72.9536 Epoch 1615/5000 148/148 [==============================] - 0s 27us/step - loss: 4469.1152 - mean_absolute_error: 46.0146 - val_loss: 9554.5711 - val_mean_absolute_error: 72.9409 Epoch 1616/5000 148/148 [==============================] - 0s 20us/step - loss: 4466.8662 - mean_absolute_error: 46.0021 - val_loss: 9551.4728 - val_mean_absolute_error: 72.9292 Epoch 1617/5000 148/148 [==============================] - 0s 27us/step - loss: 4464.6196 - mean_absolute_error: 45.9903 - val_loss: 9548.3699 - val_mean_absolute_error: 72.9176 Epoch 1618/5000 148/148 [==============================] - 0s 27us/step - loss: 4462.3735 - mean_absolute_error: 45.9786 - val_loss: 9545.2477 - val_mean_absolute_error: 72.9058 Epoch 1619/5000 148/148 [==============================] - 0s 27us/step - loss: 4460.1260 - mean_absolute_error: 45.9669 - val_loss: 9542.0494 - val_mean_absolute_error: 72.8935 Epoch 1620/5000 148/148 [==============================] - 0s 41us/step - loss: 4457.9131 - mean_absolute_error: 45.9556 - val_loss: 9539.0427 - val_mean_absolute_error: 72.8807 Epoch 1621/5000 148/148 [==============================] - 0s 34us/step - loss: 4455.6704 - mean_absolute_error: 45.9439 - val_loss: 9536.0520 - val_mean_absolute_error: 72.8686 Epoch 1622/5000 148/148 [==============================] - 0s 27us/step - loss: 4453.4141 - mean_absolute_error: 45.9329 - val_loss: 9532.9860 - val_mean_absolute_error: 72.8563 Epoch 1623/5000 148/148 [==============================] - 0s 27us/step - loss: 4451.1797 - mean_absolute_error: 45.9220 - val_loss: 9529.8670 - val_mean_absolute_error: 72.8440 Epoch 1624/5000 148/148 [==============================] - 0s 34us/step - loss: 4448.9424 - mean_absolute_error: 45.9112 - val_loss: 9526.9947 - val_mean_absolute_error: 72.8312 Epoch 1625/5000 148/148 [==============================] - 0s 47us/step - loss: 4446.7148 - mean_absolute_error: 45.8993 - val_loss: 9524.1213 - val_mean_absolute_error: 72.8190 Epoch 1626/5000 148/148 [==============================] - 0s 27us/step - loss: 4444.4829 - mean_absolute_error: 45.8879 - val_loss: 9521.2973 - val_mean_absolute_error: 72.8076 Epoch 1627/5000 148/148 [==============================] - 0s 27us/step - loss: 4442.2607 - mean_absolute_error: 45.8767 - val_loss: 9518.3706 - val_mean_absolute_error: 72.7956 Epoch 1628/5000 148/148 [==============================] - 0s 34us/step - loss: 4440.0449 - mean_absolute_error: 45.8652 - val_loss: 9515.2908 - val_mean_absolute_error: 72.7828 Epoch 1629/5000 148/148 [==============================] - 0s 20us/step - loss: 4437.8154 - mean_absolute_error: 45.8535 - val_loss: 9512.0855 - val_mean_absolute_error: 72.7694 Epoch 1630/5000 148/148 [==============================] - 0s 34us/step - loss: 4435.5781 - mean_absolute_error: 45.8417 - val_loss: 9508.8506 - val_mean_absolute_error: 72.7562 Epoch 1631/5000 148/148 [==============================] - 0s 34us/step - loss: 4433.3574 - mean_absolute_error: 45.8303 - val_loss: 9505.5930 - val_mean_absolute_error: 72.7427 Epoch 1632/5000 148/148 [==============================] - 0s 27us/step - loss: 4431.1436 - mean_absolute_error: 45.8190 - val_loss: 9502.2793 - val_mean_absolute_error: 72.7292 Epoch 1633/5000 148/148 [==============================] - 0s 27us/step - loss: 4428.9404 - mean_absolute_error: 45.8080 - val_loss: 9499.0052 - val_mean_absolute_error: 72.7164 Epoch 1634/5000 148/148 [==============================] - 0s 34us/step - loss: 4426.7202 - mean_absolute_error: 45.7978 - val_loss: 9495.6688 - val_mean_absolute_error: 72.7034 Epoch 1635/5000 148/148 [==============================] - 0s 27us/step - loss: 4424.5215 - mean_absolute_error: 45.7877 - val_loss: 9492.3733 - val_mean_absolute_error: 72.6903 Epoch 1636/5000 148/148 [==============================] - 0s 27us/step - loss: 4422.3428 - mean_absolute_error: 45.7777 - val_loss: 9489.3428 - val_mean_absolute_error: 72.6766 Epoch 1637/5000 148/148 [==============================] - 0s 34us/step - loss: 4420.1455 - mean_absolute_error: 45.7667 - val_loss: 9486.3655 - val_mean_absolute_error: 72.6638 Epoch 1638/5000 148/148 [==============================] - 0s 27us/step - loss: 4417.9673 - mean_absolute_error: 45.7561 - val_loss: 9483.4177 - val_mean_absolute_error: 72.6515 Epoch 1639/5000 148/148 [==============================] - 0s 27us/step - loss: 4415.7983 - mean_absolute_error: 45.7460 - val_loss: 9480.4148 - val_mean_absolute_error: 72.6387 Epoch 1640/5000 148/148 [==============================] - 0s 41us/step - loss: 4413.6436 - mean_absolute_error: 45.7353 - val_loss: 9477.3531 - val_mean_absolute_error: 72.6255 Epoch 1641/5000 148/148 [==============================] - 0s 27us/step - loss: 4411.4795 - mean_absolute_error: 45.7241 - val_loss: 9474.2953 - val_mean_absolute_error: 72.6124 Epoch 1642/5000 148/148 [==============================] - 0s 27us/step - loss: 4409.3423 - mean_absolute_error: 45.7130 - val_loss: 9471.4534 - val_mean_absolute_error: 72.5993 Epoch 1643/5000 148/148 [==============================] - 0s 27us/step - loss: 4407.2124 - mean_absolute_error: 45.7019 - val_loss: 9468.5980 - val_mean_absolute_error: 72.5867 Epoch 1644/5000 148/148 [==============================] - 0s 34us/step - loss: 4405.0718 - mean_absolute_error: 45.6915 - val_loss: 9465.6878 - val_mean_absolute_error: 72.5739 Epoch 1645/5000 148/148 [==============================] - 0s 34us/step - loss: 4402.9482 - mean_absolute_error: 45.6812 - val_loss: 9462.8032 - val_mean_absolute_error: 72.5610 Epoch 1646/5000 148/148 [==============================] - 0s 34us/step - loss: 4400.8237 - mean_absolute_error: 45.6710 - val_loss: 9459.8011 - val_mean_absolute_error: 72.5475 Epoch 1647/5000 148/148 [==============================] - 0s 27us/step - loss: 4398.6958 - mean_absolute_error: 45.6604 - val_loss: 9456.7317 - val_mean_absolute_error: 72.5335 Epoch 1648/5000 148/148 [==============================] - 0s 27us/step - loss: 4396.5923 - mean_absolute_error: 45.6497 - val_loss: 9453.7349 - val_mean_absolute_error: 72.5203 Epoch 1649/5000 148/148 [==============================] - 0s 27us/step - loss: 4394.4780 - mean_absolute_error: 45.6394 - val_loss: 9450.8073 - val_mean_absolute_error: 72.5080 Epoch 1650/5000 148/148 [==============================] - 0s 27us/step - loss: 4392.3872 - mean_absolute_error: 45.6298 - val_loss: 9447.8178 - val_mean_absolute_error: 72.4954 Epoch 1651/5000 148/148 [==============================] - 0s 34us/step - loss: 4390.3506 - mean_absolute_error: 45.6205 - val_loss: 9444.9154 - val_mean_absolute_error: 72.4815 Epoch 1652/5000 148/148 [==============================] - 0s 27us/step - loss: 4388.2515 - mean_absolute_error: 45.6099 - val_loss: 9441.9478 - val_mean_absolute_error: 72.4674 Epoch 1653/5000 148/148 [==============================] - 0s 34us/step - loss: 4386.1890 - mean_absolute_error: 45.5995 - val_loss: 9438.9870 - val_mean_absolute_error: 72.4534 Epoch 1654/5000 148/148 [==============================] - 0s 20us/step - loss: 4384.1460 - mean_absolute_error: 45.5890 - val_loss: 9436.0765 - val_mean_absolute_error: 72.4403 Epoch 1655/5000 148/148 [==============================] - 0s 34us/step - loss: 4382.0947 - mean_absolute_error: 45.5787 - val_loss: 9433.2007 - val_mean_absolute_error: 72.4277 Epoch 1656/5000 148/148 [==============================] - 0s 34us/step - loss: 4380.0229 - mean_absolute_error: 45.5686 - val_loss: 9430.3444 - val_mean_absolute_error: 72.4151 Epoch 1657/5000 148/148 [==============================] - 0s 27us/step - loss: 4377.9873 - mean_absolute_error: 45.5585 - val_loss: 9427.4098 - val_mean_absolute_error: 72.4020 Epoch 1658/5000 148/148 [==============================] - 0s 27us/step - loss: 4375.9399 - mean_absolute_error: 45.5480 - val_loss: 9424.3654 - val_mean_absolute_error: 72.3882 Epoch 1659/5000 148/148 [==============================] - 0s 34us/step - loss: 4373.8804 - mean_absolute_error: 45.5371 - val_loss: 9421.2619 - val_mean_absolute_error: 72.3741 Epoch 1660/5000 148/148 [==============================] - 0s 27us/step - loss: 4371.8652 - mean_absolute_error: 45.5262 - val_loss: 9418.4351 - val_mean_absolute_error: 72.3603 Epoch 1661/5000 148/148 [==============================] - 0s 41us/step - loss: 4369.8423 - mean_absolute_error: 45.5151 - val_loss: 9415.5773 - val_mean_absolute_error: 72.3469 Epoch 1662/5000 148/148 [==============================] - 0s 27us/step - loss: 4367.7939 - mean_absolute_error: 45.5045 - val_loss: 9412.6974 - val_mean_absolute_error: 72.3340 Epoch 1663/5000 148/148 [==============================] - 0s 34us/step - loss: 4365.7417 - mean_absolute_error: 45.4946 - val_loss: 9409.7555 - val_mean_absolute_error: 72.3208 Epoch 1664/5000 148/148 [==============================] - 0s 27us/step - loss: 4363.7197 - mean_absolute_error: 45.4847 - val_loss: 9406.8354 - val_mean_absolute_error: 72.3077 Epoch 1665/5000 148/148 [==============================] - 0s 27us/step - loss: 4361.7471 - mean_absolute_error: 45.4750 - val_loss: 9404.1383 - val_mean_absolute_error: 72.2940 Epoch 1666/5000 148/148 [==============================] - 0s 34us/step - loss: 4359.7539 - mean_absolute_error: 45.4641 - val_loss: 9401.3978 - val_mean_absolute_error: 72.2802 Epoch 1667/5000 148/148 [==============================] - 0s 41us/step - loss: 4357.7681 - mean_absolute_error: 45.4532 - val_loss: 9398.6184 - val_mean_absolute_error: 72.2663 Epoch 1668/5000 148/148 [==============================] - 0s 27us/step - loss: 4355.8159 - mean_absolute_error: 45.4425 - val_loss: 9395.8641 - val_mean_absolute_error: 72.2530 Epoch 1669/5000 148/148 [==============================] - 0s 27us/step - loss: 4353.8540 - mean_absolute_error: 45.4324 - val_loss: 9393.0173 - val_mean_absolute_error: 72.2396 Epoch 1670/5000 148/148 [==============================] - 0s 27us/step - loss: 4351.8735 - mean_absolute_error: 45.4225 - val_loss: 9390.0535 - val_mean_absolute_error: 72.2255 Epoch 1671/5000 148/148 [==============================] - 0s 27us/step - loss: 4349.9062 - mean_absolute_error: 45.4124 - val_loss: 9386.9767 - val_mean_absolute_error: 72.2107 Epoch 1672/5000 148/148 [==============================] - 0s 41us/step - loss: 4347.9219 - mean_absolute_error: 45.4022 - val_loss: 9383.8635 - val_mean_absolute_error: 72.1956 Epoch 1673/5000 148/148 [==============================] - 0s 41us/step - loss: 4345.9829 - mean_absolute_error: 45.3916 - val_loss: 9380.8189 - val_mean_absolute_error: 72.1813 Epoch 1674/5000 148/148 [==============================] - 0s 27us/step - loss: 4344.0181 - mean_absolute_error: 45.3815 - val_loss: 9377.8286 - val_mean_absolute_error: 72.1680 Epoch 1675/5000 148/148 [==============================] - 0s 27us/step - loss: 4342.0474 - mean_absolute_error: 45.3720 - val_loss: 9374.8446 - val_mean_absolute_error: 72.1548 Epoch 1676/5000 148/148 [==============================] - 0s 47us/step - loss: 4340.1113 - mean_absolute_error: 45.3624 - val_loss: 9372.1180 - val_mean_absolute_error: 72.1414 Epoch 1677/5000 148/148 [==============================] - 0s 27us/step - loss: 4338.1348 - mean_absolute_error: 45.3516 - val_loss: 9369.3388 - val_mean_absolute_error: 72.1278 Epoch 1678/5000 148/148 [==============================] - 0s 34us/step - loss: 4336.1758 - mean_absolute_error: 45.3411 - val_loss: 9366.5014 - val_mean_absolute_error: 72.1138 Epoch 1679/5000 148/148 [==============================] - 0s 34us/step - loss: 4334.2300 - mean_absolute_error: 45.3307 - val_loss: 9363.6609 - val_mean_absolute_error: 72.1001 Epoch 1680/5000 148/148 [==============================] - 0s 34us/step - loss: 4332.2861 - mean_absolute_error: 45.3210 - val_loss: 9360.8864 - val_mean_absolute_error: 72.0874 Epoch 1681/5000 148/148 [==============================] - 0s 34us/step - loss: 4330.3521 - mean_absolute_error: 45.3121 - val_loss: 9358.0676 - val_mean_absolute_error: 72.0744 Epoch 1682/5000 148/148 [==============================] - 0s 27us/step - loss: 4328.4731 - mean_absolute_error: 45.3028 - val_loss: 9355.4360 - val_mean_absolute_error: 72.0607 Epoch 1683/5000 148/148 [==============================] - 0s 34us/step - loss: 4326.5059 - mean_absolute_error: 45.2921 - val_loss: 9352.7735 - val_mean_absolute_error: 72.0470 Epoch 1684/5000 148/148 [==============================] - 0s 27us/step - loss: 4324.6226 - mean_absolute_error: 45.2825 - val_loss: 9350.1777 - val_mean_absolute_error: 72.0344 Epoch 1685/5000 148/148 [==============================] - 0s 34us/step - loss: 4322.7266 - mean_absolute_error: 45.2735 - val_loss: 9347.6474 - val_mean_absolute_error: 72.0226 Epoch 1686/5000 148/148 [==============================] - 0s 27us/step - loss: 4320.8184 - mean_absolute_error: 45.2648 - val_loss: 9345.0899 - val_mean_absolute_error: 72.0107 Epoch 1687/5000 148/148 [==============================] - 0s 34us/step - loss: 4318.9253 - mean_absolute_error: 45.2562 - val_loss: 9342.4253 - val_mean_absolute_error: 71.9980 Epoch 1688/5000 148/148 [==============================] - 0s 27us/step - loss: 4317.0337 - mean_absolute_error: 45.2474 - val_loss: 9339.7514 - val_mean_absolute_error: 71.9852 Epoch 1689/5000 148/148 [==============================] - 0s 27us/step - loss: 4315.1455 - mean_absolute_error: 45.2388 - val_loss: 9337.0270 - val_mean_absolute_error: 71.9720 Epoch 1690/5000 148/148 [==============================] - 0s 41us/step - loss: 4313.2524 - mean_absolute_error: 45.2299 - val_loss: 9334.3005 - val_mean_absolute_error: 71.9589 Epoch 1691/5000 148/148 [==============================] - 0s 27us/step - loss: 4311.3867 - mean_absolute_error: 45.2212 - val_loss: 9331.8752 - val_mean_absolute_error: 71.9462 Epoch 1692/5000 148/148 [==============================] - 0s 27us/step - loss: 4309.5059 - mean_absolute_error: 45.2120 - val_loss: 9329.4922 - val_mean_absolute_error: 71.9345 Epoch 1693/5000 148/148 [==============================] - 0s 34us/step - loss: 4307.6108 - mean_absolute_error: 45.2032 - val_loss: 9327.1877 - val_mean_absolute_error: 71.9238 Epoch 1694/5000 148/148 [==============================] - 0s 27us/step - loss: 4305.7383 - mean_absolute_error: 45.1948 - val_loss: 9324.8668 - val_mean_absolute_error: 71.9128 Epoch 1695/5000 148/148 [==============================] - 0s 27us/step - loss: 4303.9180 - mean_absolute_error: 45.1862 - val_loss: 9322.6526 - val_mean_absolute_error: 71.9005 Epoch 1696/5000 148/148 [==============================] - 0s 34us/step - loss: 4301.9966 - mean_absolute_error: 45.1760 - val_loss: 9320.3038 - val_mean_absolute_error: 71.8874 Epoch 1697/5000 148/148 [==============================] - 0s 27us/step - loss: 4300.1172 - mean_absolute_error: 45.1660 - val_loss: 9317.9309 - val_mean_absolute_error: 71.8744 Epoch 1698/5000 148/148 [==============================] - 0s 27us/step - loss: 4298.2407 - mean_absolute_error: 45.1560 - val_loss: 9315.5949 - val_mean_absolute_error: 71.8624 Epoch 1699/5000 148/148 [==============================] - 0s 34us/step - loss: 4296.3662 - mean_absolute_error: 45.1465 - val_loss: 9313.2432 - val_mean_absolute_error: 71.8507 Epoch 1700/5000 148/148 [==============================] - 0s 27us/step - loss: 4294.4946 - mean_absolute_error: 45.1371 - val_loss: 9310.9520 - val_mean_absolute_error: 71.8399 Epoch 1701/5000 148/148 [==============================] - 0s 27us/step - loss: 4292.6089 - mean_absolute_error: 45.1279 - val_loss: 9308.6161 - val_mean_absolute_error: 71.8290 Epoch 1702/5000 148/148 [==============================] - 0s 41us/step - loss: 4290.7305 - mean_absolute_error: 45.1189 - val_loss: 9306.1509 - val_mean_absolute_error: 71.8173 Epoch 1703/5000 148/148 [==============================] - 0s 27us/step - loss: 4288.8521 - mean_absolute_error: 45.1097 - val_loss: 9303.5740 - val_mean_absolute_error: 71.8050 Epoch 1704/5000 148/148 [==============================] - 0s 27us/step - loss: 4286.9712 - mean_absolute_error: 45.1004 - val_loss: 9300.9763 - val_mean_absolute_error: 71.7926 Epoch 1705/5000 148/148 [==============================] - 0s 27us/step - loss: 4285.0991 - mean_absolute_error: 45.0911 - val_loss: 9298.4203 - val_mean_absolute_error: 71.7806 Epoch 1706/5000 148/148 [==============================] - 0s 27us/step - loss: 4283.2026 - mean_absolute_error: 45.0822 - val_loss: 9295.9306 - val_mean_absolute_error: 71.7695 Epoch 1707/5000 148/148 [==============================] - 0s 27us/step - loss: 4281.3984 - mean_absolute_error: 45.0741 - val_loss: 9293.6051 - val_mean_absolute_error: 71.7574 Epoch 1708/5000 148/148 [==============================] - 0s 41us/step - loss: 4279.4995 - mean_absolute_error: 45.0648 - val_loss: 9291.3833 - val_mean_absolute_error: 71.7443 Epoch 1709/5000 148/148 [==============================] - 0s 34us/step - loss: 4277.6201 - mean_absolute_error: 45.0550 - val_loss: 9289.1949 - val_mean_absolute_error: 71.7323 Epoch 1710/5000 148/148 [==============================] - 0s 27us/step - loss: 4275.7793 - mean_absolute_error: 45.0458 - val_loss: 9287.0062 - val_mean_absolute_error: 71.7209 Epoch 1711/5000 148/148 [==============================] - 0s 34us/step - loss: 4273.9092 - mean_absolute_error: 45.0369 - val_loss: 9284.7749 - val_mean_absolute_error: 71.7096 Epoch 1712/5000 148/148 [==============================] - 0s 27us/step - loss: 4272.0591 - mean_absolute_error: 45.0282 - val_loss: 9282.4949 - val_mean_absolute_error: 71.6981 Epoch 1713/5000 148/148 [==============================] - 0s 34us/step - loss: 4270.2070 - mean_absolute_error: 45.0195 - val_loss: 9280.2118 - val_mean_absolute_error: 71.6864 Epoch 1714/5000 148/148 [==============================] - 0s 27us/step - loss: 4268.3433 - mean_absolute_error: 45.0105 - val_loss: 9277.8943 - val_mean_absolute_error: 71.6746 Epoch 1715/5000 148/148 [==============================] - 0s 34us/step - loss: 4266.4829 - mean_absolute_error: 45.0016 - val_loss: 9275.5903 - val_mean_absolute_error: 71.6635 Epoch 1716/5000 148/148 [==============================] - 0s 20us/step - loss: 4264.6084 - mean_absolute_error: 44.9929 - val_loss: 9273.2477 - val_mean_absolute_error: 71.6524 Epoch 1717/5000 148/148 [==============================] - 0s 34us/step - loss: 4262.7666 - mean_absolute_error: 44.9844 - val_loss: 9270.7892 - val_mean_absolute_error: 71.6407 Epoch 1718/5000 148/148 [==============================] - 0s 34us/step - loss: 4260.9116 - mean_absolute_error: 44.9756 - val_loss: 9268.2746 - val_mean_absolute_error: 71.6291 Epoch 1719/5000 148/148 [==============================] - 0s 27us/step - loss: 4259.0620 - mean_absolute_error: 44.9675 - val_loss: 9265.6847 - val_mean_absolute_error: 71.6172 Epoch 1720/5000 148/148 [==============================] - 0s 27us/step - loss: 4257.2036 - mean_absolute_error: 44.9594 - val_loss: 9263.0293 - val_mean_absolute_error: 71.6049 Epoch 1721/5000 148/148 [==============================] - 0s 27us/step - loss: 4255.3379 - mean_absolute_error: 44.9509 - val_loss: 9260.4374 - val_mean_absolute_error: 71.5933 Epoch 1722/5000 148/148 [==============================] - 0s 41us/step - loss: 4253.4854 - mean_absolute_error: 44.9430 - val_loss: 9257.8198 - val_mean_absolute_error: 71.5814 Epoch 1723/5000 148/148 [==============================] - 0s 34us/step - loss: 4251.6924 - mean_absolute_error: 44.9353 - val_loss: 9255.4414 - val_mean_absolute_error: 71.5689 Epoch 1724/5000 148/148 [==============================] - 0s 27us/step - loss: 4249.8252 - mean_absolute_error: 44.9270 - val_loss: 9253.3141 - val_mean_absolute_error: 71.5566 Epoch 1725/5000 148/148 [==============================] - 0s 27us/step - loss: 4247.9956 - mean_absolute_error: 44.9183 - val_loss: 9251.1966 - val_mean_absolute_error: 71.5454 Epoch 1726/5000 148/148 [==============================] - 0s 41us/step - loss: 4246.1470 - mean_absolute_error: 44.9100 - val_loss: 9249.0610 - val_mean_absolute_error: 71.5346 Epoch 1727/5000 148/148 [==============================] - 0s 27us/step - loss: 4244.2944 - mean_absolute_error: 44.9019 - val_loss: 9246.8378 - val_mean_absolute_error: 71.5235 Epoch 1728/5000 148/148 [==============================] - 0s 27us/step - loss: 4242.4648 - mean_absolute_error: 44.8941 - val_loss: 9244.5345 - val_mean_absolute_error: 71.5122 Epoch 1729/5000 148/148 [==============================] - 0s 34us/step - loss: 4240.6299 - mean_absolute_error: 44.8858 - val_loss: 9242.1893 - val_mean_absolute_error: 71.5004 Epoch 1730/5000 148/148 [==============================] - 0s 34us/step - loss: 4238.7891 - mean_absolute_error: 44.8771 - val_loss: 9239.8347 - val_mean_absolute_error: 71.4887 Epoch 1731/5000 148/148 [==============================] - 0s 27us/step - loss: 4236.9517 - mean_absolute_error: 44.8686 - val_loss: 9237.4335 - val_mean_absolute_error: 71.4767 Epoch 1732/5000 148/148 [==============================] - 0s 34us/step - loss: 4235.1050 - mean_absolute_error: 44.8603 - val_loss: 9234.9830 - val_mean_absolute_error: 71.4644 Epoch 1733/5000 148/148 [==============================] - 0s 34us/step - loss: 4233.2900 - mean_absolute_error: 44.8524 - val_loss: 9232.5620 - val_mean_absolute_error: 71.4527 Epoch 1734/5000 148/148 [==============================] - 0s 27us/step - loss: 4231.4546 - mean_absolute_error: 44.8448 - val_loss: 9230.1328 - val_mean_absolute_error: 71.4415 Epoch 1735/5000 148/148 [==============================] - 0s 41us/step - loss: 4229.6035 - mean_absolute_error: 44.8372 - val_loss: 9227.5902 - val_mean_absolute_error: 71.4296 Epoch 1736/5000 148/148 [==============================] - 0s 27us/step - loss: 4227.7686 - mean_absolute_error: 44.8296 - val_loss: 9224.9559 - val_mean_absolute_error: 71.4175 Epoch 1737/5000 148/148 [==============================] - 0s 27us/step - loss: 4225.9492 - mean_absolute_error: 44.8222 - val_loss: 9222.3708 - val_mean_absolute_error: 71.4046 Epoch 1738/5000 148/148 [==============================] - 0s 34us/step - loss: 4224.1611 - mean_absolute_error: 44.8151 - val_loss: 9219.7428 - val_mean_absolute_error: 71.3924 Epoch 1739/5000 148/148 [==============================] - 0s 27us/step - loss: 4222.3501 - mean_absolute_error: 44.8082 - val_loss: 9217.1248 - val_mean_absolute_error: 71.3811 Epoch 1740/5000 148/148 [==============================] - 0s 27us/step - loss: 4220.5156 - mean_absolute_error: 44.8014 - val_loss: 9214.6781 - val_mean_absolute_error: 71.3697 Epoch 1741/5000 148/148 [==============================] - 0s 34us/step - loss: 4218.6982 - mean_absolute_error: 44.7946 - val_loss: 9212.0660 - val_mean_absolute_error: 71.3577 Epoch 1742/5000 148/148 [==============================] - 0s 27us/step - loss: 4216.8906 - mean_absolute_error: 44.7881 - val_loss: 9209.3325 - val_mean_absolute_error: 71.3456 Epoch 1743/5000 148/148 [==============================] - 0s 27us/step - loss: 4215.0820 - mean_absolute_error: 44.7819 - val_loss: 9206.6950 - val_mean_absolute_error: 71.3324 Epoch 1744/5000 148/148 [==============================] - 0s 34us/step - loss: 4213.2764 - mean_absolute_error: 44.7751 - val_loss: 9203.9509 - val_mean_absolute_error: 71.3194 Epoch 1745/5000 148/148 [==============================] - 0s 27us/step - loss: 4211.4805 - mean_absolute_error: 44.7685 - val_loss: 9201.1790 - val_mean_absolute_error: 71.3070 Epoch 1746/5000 148/148 [==============================] - 0s 27us/step - loss: 4209.6787 - mean_absolute_error: 44.7620 - val_loss: 9198.3923 - val_mean_absolute_error: 71.2953 Epoch 1747/5000 148/148 [==============================] - 0s 34us/step - loss: 4207.8760 - mean_absolute_error: 44.7557 - val_loss: 9195.4838 - val_mean_absolute_error: 71.2829 Epoch 1748/5000 148/148 [==============================] - 0s 27us/step - loss: 4206.0835 - mean_absolute_error: 44.7495 - val_loss: 9192.5613 - val_mean_absolute_error: 71.2702 Epoch 1749/5000 148/148 [==============================] - 0s 20us/step - loss: 4204.2773 - mean_absolute_error: 44.7430 - val_loss: 9189.6435 - val_mean_absolute_error: 71.2572 Epoch 1750/5000 148/148 [==============================] - 0s 34us/step - loss: 4202.4985 - mean_absolute_error: 44.7363 - val_loss: 9186.8077 - val_mean_absolute_error: 71.2450 Epoch 1751/5000 148/148 [==============================] - 0s 27us/step - loss: 4200.7061 - mean_absolute_error: 44.7297 - val_loss: 9184.0712 - val_mean_absolute_error: 71.2336 Epoch 1752/5000 148/148 [==============================] - 0s 27us/step - loss: 4198.9980 - mean_absolute_error: 44.7233 - val_loss: 9181.5565 - val_mean_absolute_error: 71.2214 Epoch 1753/5000 148/148 [==============================] - 0s 41us/step - loss: 4197.2051 - mean_absolute_error: 44.7163 - val_loss: 9179.2741 - val_mean_absolute_error: 71.2086 Epoch 1754/5000 148/148 [==============================] - 0s 34us/step - loss: 4195.4014 - mean_absolute_error: 44.7089 - val_loss: 9177.0258 - val_mean_absolute_error: 71.1965 Epoch 1755/5000 148/148 [==============================] - 0s 27us/step - loss: 4193.6426 - mean_absolute_error: 44.7017 - val_loss: 9174.8469 - val_mean_absolute_error: 71.1854 Epoch 1756/5000 148/148 [==============================] - 0s 41us/step - loss: 4191.8950 - mean_absolute_error: 44.6947 - val_loss: 9172.5392 - val_mean_absolute_error: 71.1742 Epoch 1757/5000 148/148 [==============================] - 0s 27us/step - loss: 4190.1431 - mean_absolute_error: 44.6879 - val_loss: 9170.0931 - val_mean_absolute_error: 71.1626 Epoch 1758/5000 148/148 [==============================] - 0s 27us/step - loss: 4188.4014 - mean_absolute_error: 44.6814 - val_loss: 9167.4606 - val_mean_absolute_error: 71.1501 Epoch 1759/5000 148/148 [==============================] - 0s 34us/step - loss: 4186.6416 - mean_absolute_error: 44.6747 - val_loss: 9164.6559 - val_mean_absolute_error: 71.1367 Epoch 1760/5000 148/148 [==============================] - 0s 27us/step - loss: 4184.8779 - mean_absolute_error: 44.6682 - val_loss: 9161.7265 - val_mean_absolute_error: 71.1230 Epoch 1761/5000 148/148 [==============================] - 0s 20us/step - loss: 4183.1069 - mean_absolute_error: 44.6617 - val_loss: 9158.7622 - val_mean_absolute_error: 71.1099 Epoch 1762/5000 148/148 [==============================] - 0s 34us/step - loss: 4181.3667 - mean_absolute_error: 44.6553 - val_loss: 9155.9088 - val_mean_absolute_error: 71.0978 Epoch 1763/5000 148/148 [==============================] - 0s 27us/step - loss: 4179.6240 - mean_absolute_error: 44.6491 - val_loss: 9153.1402 - val_mean_absolute_error: 71.0857 Epoch 1764/5000 148/148 [==============================] - 0s 27us/step - loss: 4177.8857 - mean_absolute_error: 44.6428 - val_loss: 9150.6534 - val_mean_absolute_error: 71.0730 Epoch 1765/5000 148/148 [==============================] - 0s 47us/step - loss: 4176.1528 - mean_absolute_error: 44.6361 - val_loss: 9148.2503 - val_mean_absolute_error: 71.0609 Epoch 1766/5000 148/148 [==============================] - 0s 34us/step - loss: 4174.4160 - mean_absolute_error: 44.6294 - val_loss: 9145.8824 - val_mean_absolute_error: 71.0490 Epoch 1767/5000 148/148 [==============================] - 0s 27us/step - loss: 4172.6768 - mean_absolute_error: 44.6226 - val_loss: 9143.5357 - val_mean_absolute_error: 71.0373 Epoch 1768/5000 148/148 [==============================] - 0s 41us/step - loss: 4170.9419 - mean_absolute_error: 44.6160 - val_loss: 9141.2644 - val_mean_absolute_error: 71.0264 Epoch 1769/5000 148/148 [==============================] - 0s 41us/step - loss: 4169.2178 - mean_absolute_error: 44.6095 - val_loss: 9139.2373 - val_mean_absolute_error: 71.0146 Epoch 1770/5000 148/148 [==============================] - 0s 34us/step - loss: 4167.4795 - mean_absolute_error: 44.6026 - val_loss: 9137.1647 - val_mean_absolute_error: 71.0034 Epoch 1771/5000 148/148 [==============================] - 0s 27us/step - loss: 4165.7744 - mean_absolute_error: 44.5961 - val_loss: 9134.9268 - val_mean_absolute_error: 70.9916 Epoch 1772/5000 148/148 [==============================] - 0s 27us/step - loss: 4164.0674 - mean_absolute_error: 44.5893 - val_loss: 9132.5129 - val_mean_absolute_error: 70.9792 Epoch 1773/5000 148/148 [==============================] - 0s 27us/step - loss: 4162.3672 - mean_absolute_error: 44.5825 - val_loss: 9130.0078 - val_mean_absolute_error: 70.9672 Epoch 1774/5000 148/148 [==============================] - 0s 27us/step - loss: 4160.6489 - mean_absolute_error: 44.5758 - val_loss: 9127.4261 - val_mean_absolute_error: 70.9556 Epoch 1775/5000 148/148 [==============================] - 0s 41us/step - loss: 4158.9673 - mean_absolute_error: 44.5691 - val_loss: 9125.0067 - val_mean_absolute_error: 70.9432 Epoch 1776/5000 148/148 [==============================] - 0s 34us/step - loss: 4157.2983 - mean_absolute_error: 44.5623 - val_loss: 9122.5031 - val_mean_absolute_error: 70.9307 Epoch 1777/5000 148/148 [==============================] - 0s 20us/step - loss: 4155.6265 - mean_absolute_error: 44.5556 - val_loss: 9119.9208 - val_mean_absolute_error: 70.9179 Epoch 1778/5000 148/148 [==============================] - 0s 34us/step - loss: 4153.9653 - mean_absolute_error: 44.5492 - val_loss: 9117.2939 - val_mean_absolute_error: 70.9057 Epoch 1779/5000 148/148 [==============================] - 0s 27us/step - loss: 4152.2744 - mean_absolute_error: 44.5430 - val_loss: 9114.6486 - val_mean_absolute_error: 70.8940 Epoch 1780/5000 148/148 [==============================] - 0s 27us/step - loss: 4150.6265 - mean_absolute_error: 44.5372 - val_loss: 9112.2377 - val_mean_absolute_error: 70.8819 Epoch 1781/5000 148/148 [==============================] - 0s 34us/step - loss: 4148.9326 - mean_absolute_error: 44.5307 - val_loss: 9110.0108 - val_mean_absolute_error: 70.8693 Epoch 1782/5000 148/148 [==============================] - 0s 34us/step - loss: 4147.2622 - mean_absolute_error: 44.5240 - val_loss: 9107.7745 - val_mean_absolute_error: 70.8574 Epoch 1783/5000 148/148 [==============================] - 0s 34us/step - loss: 4145.6025 - mean_absolute_error: 44.5174 - val_loss: 9105.5316 - val_mean_absolute_error: 70.8463 Epoch 1784/5000 148/148 [==============================] - 0s 27us/step - loss: 4143.9390 - mean_absolute_error: 44.5109 - val_loss: 9103.1315 - val_mean_absolute_error: 70.8347 Epoch 1785/5000 148/148 [==============================] - 0s 34us/step - loss: 4142.2837 - mean_absolute_error: 44.5045 - val_loss: 9100.5413 - val_mean_absolute_error: 70.8223 Epoch 1786/5000 148/148 [==============================] - 0s 27us/step - loss: 4140.6147 - mean_absolute_error: 44.4980 - val_loss: 9097.8299 - val_mean_absolute_error: 70.8092 Epoch 1787/5000 148/148 [==============================] - 0s 20us/step - loss: 4138.9565 - mean_absolute_error: 44.4916 - val_loss: 9095.1388 - val_mean_absolute_error: 70.7968 Epoch 1788/5000 148/148 [==============================] - 0s 34us/step - loss: 4137.2910 - mean_absolute_error: 44.4854 - val_loss: 9092.5583 - val_mean_absolute_error: 70.7847 Epoch 1789/5000 148/148 [==============================] - 0s 27us/step - loss: 4135.6328 - mean_absolute_error: 44.4790 - val_loss: 9090.0848 - val_mean_absolute_error: 70.7731 Epoch 1790/5000 148/148 [==============================] - 0s 34us/step - loss: 4133.9829 - mean_absolute_error: 44.4728 - val_loss: 9087.7786 - val_mean_absolute_error: 70.7626 Epoch 1791/5000 148/148 [==============================] - 0s 41us/step - loss: 4132.3125 - mean_absolute_error: 44.4663 - val_loss: 9085.5396 - val_mean_absolute_error: 70.7521 Epoch 1792/5000 148/148 [==============================] - 0s 34us/step - loss: 4130.6768 - mean_absolute_error: 44.4601 - val_loss: 9083.4459 - val_mean_absolute_error: 70.7405 Epoch 1793/5000 148/148 [==============================] - 0s 27us/step - loss: 4129.0137 - mean_absolute_error: 44.4531 - val_loss: 9081.4640 - val_mean_absolute_error: 70.7298 Epoch 1794/5000 148/148 [==============================] - 0s 34us/step - loss: 4127.3633 - mean_absolute_error: 44.4460 - val_loss: 9079.4563 - val_mean_absolute_error: 70.7192 Epoch 1795/5000 148/148 [==============================] - 0s 41us/step - loss: 4125.7046 - mean_absolute_error: 44.4386 - val_loss: 9077.2930 - val_mean_absolute_error: 70.7081 Epoch 1796/5000 148/148 [==============================] - 0s 47us/step - loss: 4124.0640 - mean_absolute_error: 44.4316 - val_loss: 9075.0825 - val_mean_absolute_error: 70.6973 Epoch 1797/5000 148/148 [==============================] - 0s 34us/step - loss: 4122.4150 - mean_absolute_error: 44.4248 - val_loss: 9072.7760 - val_mean_absolute_error: 70.6863 Epoch 1798/5000 148/148 [==============================] - 0s 34us/step - loss: 4120.7764 - mean_absolute_error: 44.4181 - val_loss: 9070.6314 - val_mean_absolute_error: 70.6747 Epoch 1799/5000 148/148 [==============================] - 0s 27us/step - loss: 4119.1680 - mean_absolute_error: 44.4112 - val_loss: 9068.5200 - val_mean_absolute_error: 70.6639 Epoch 1800/5000 148/148 [==============================] - 0s 27us/step - loss: 4117.5435 - mean_absolute_error: 44.4044 - val_loss: 9066.3714 - val_mean_absolute_error: 70.6534 Epoch 1801/5000 148/148 [==============================] - 0s 27us/step - loss: 4115.9028 - mean_absolute_error: 44.3978 - val_loss: 9064.1887 - val_mean_absolute_error: 70.6435 Epoch 1802/5000 148/148 [==============================] - 0s 41us/step - loss: 4114.2617 - mean_absolute_error: 44.3913 - val_loss: 9061.9875 - val_mean_absolute_error: 70.6321 Epoch 1803/5000 148/148 [==============================] - 0s 27us/step - loss: 4112.6338 - mean_absolute_error: 44.3842 - val_loss: 9059.5875 - val_mean_absolute_error: 70.6199 Epoch 1804/5000 148/148 [==============================] - 0s 27us/step - loss: 4111.0142 - mean_absolute_error: 44.3770 - val_loss: 9057.2474 - val_mean_absolute_error: 70.6085 Epoch 1805/5000 148/148 [==============================] - 0s 41us/step - loss: 4109.3843 - mean_absolute_error: 44.3699 - val_loss: 9054.9937 - val_mean_absolute_error: 70.5980 Epoch 1806/5000 148/148 [==============================] - 0s 27us/step - loss: 4107.7593 - mean_absolute_error: 44.3630 - val_loss: 9052.7216 - val_mean_absolute_error: 70.5874 Epoch 1807/5000 148/148 [==============================] - 0s 27us/step - loss: 4106.1294 - mean_absolute_error: 44.3563 - val_loss: 9050.3417 - val_mean_absolute_error: 70.5764 Epoch 1808/5000 148/148 [==============================] - 0s 27us/step - loss: 4104.5522 - mean_absolute_error: 44.3500 - val_loss: 9047.9657 - val_mean_absolute_error: 70.5639 Epoch 1809/5000 148/148 [==============================] - 0s 41us/step - loss: 4102.8770 - mean_absolute_error: 44.3428 - val_loss: 9045.4667 - val_mean_absolute_error: 70.5513 Epoch 1810/5000 148/148 [==============================] - 0s 27us/step - loss: 4101.2422 - mean_absolute_error: 44.3357 - val_loss: 9042.8674 - val_mean_absolute_error: 70.5383 Epoch 1811/5000 148/148 [==============================] - 0s 34us/step - loss: 4099.6353 - mean_absolute_error: 44.3288 - val_loss: 9040.3248 - val_mean_absolute_error: 70.5262 Epoch 1812/5000 148/148 [==============================] - 0s 27us/step - loss: 4098.0107 - mean_absolute_error: 44.3220 - val_loss: 9037.7584 - val_mean_absolute_error: 70.5144 Epoch 1813/5000 148/148 [==============================] - 0s 41us/step - loss: 4096.3818 - mean_absolute_error: 44.3150 - val_loss: 9035.3518 - val_mean_absolute_error: 70.5023 Epoch 1814/5000 148/148 [==============================] - 0s 27us/step - loss: 4094.7327 - mean_absolute_error: 44.3075 - val_loss: 9033.0129 - val_mean_absolute_error: 70.4912 Epoch 1815/5000 148/148 [==============================] - 0s 27us/step - loss: 4093.1147 - mean_absolute_error: 44.3004 - val_loss: 9030.6308 - val_mean_absolute_error: 70.4800 Epoch 1816/5000 148/148 [==============================] - 0s 34us/step - loss: 4091.5000 - mean_absolute_error: 44.2933 - val_loss: 9028.5067 - val_mean_absolute_error: 70.4682 Epoch 1817/5000 148/148 [==============================] - 0s 34us/step - loss: 4089.8699 - mean_absolute_error: 44.2858 - val_loss: 9026.2872 - val_mean_absolute_error: 70.4564 Epoch 1818/5000 148/148 [==============================] - 0s 27us/step - loss: 4088.2493 - mean_absolute_error: 44.2784 - val_loss: 9023.9442 - val_mean_absolute_error: 70.4445 Epoch 1819/5000 148/148 [==============================] - 0s 27us/step - loss: 4086.6360 - mean_absolute_error: 44.2713 - val_loss: 9021.5925 - val_mean_absolute_error: 70.4334 Epoch 1820/5000 148/148 [==============================] - 0s 27us/step - loss: 4085.0156 - mean_absolute_error: 44.2642 - val_loss: 9019.1538 - val_mean_absolute_error: 70.4222 Epoch 1821/5000 148/148 [==============================] - 0s 34us/step - loss: 4083.3911 - mean_absolute_error: 44.2569 - val_loss: 9016.5456 - val_mean_absolute_error: 70.4100 Epoch 1822/5000 148/148 [==============================] - 0s 27us/step - loss: 4081.7661 - mean_absolute_error: 44.2495 - val_loss: 9013.8286 - val_mean_absolute_error: 70.3972 Epoch 1823/5000 148/148 [==============================] - 0s 27us/step - loss: 4080.1382 - mean_absolute_error: 44.2422 - val_loss: 9011.0455 - val_mean_absolute_error: 70.3842 Epoch 1824/5000 148/148 [==============================] - 0s 34us/step - loss: 4078.5295 - mean_absolute_error: 44.2352 - val_loss: 9008.2883 - val_mean_absolute_error: 70.3717 Epoch 1825/5000 148/148 [==============================] - 0s 27us/step - loss: 4076.9016 - mean_absolute_error: 44.2282 - val_loss: 9005.7089 - val_mean_absolute_error: 70.3603 Epoch 1826/5000 148/148 [==============================] - 0s 34us/step - loss: 4075.3628 - mean_absolute_error: 44.2214 - val_loss: 9003.4293 - val_mean_absolute_error: 70.3485 Epoch 1827/5000 148/148 [==============================] - 0s 34us/step - loss: 4073.7195 - mean_absolute_error: 44.2136 - val_loss: 9001.4289 - val_mean_absolute_error: 70.3362 Epoch 1828/5000 148/148 [==============================] - 0s 27us/step - loss: 4072.0693 - mean_absolute_error: 44.2054 - val_loss: 8999.4543 - val_mean_absolute_error: 70.3250 Epoch 1829/5000 148/148 [==============================] - 0s 34us/step - loss: 4070.4775 - mean_absolute_error: 44.1976 - val_loss: 8997.4611 - val_mean_absolute_error: 70.3145 Epoch 1830/5000 148/148 [==============================] - 0s 20us/step - loss: 4068.8542 - mean_absolute_error: 44.1900 - val_loss: 8995.3965 - val_mean_absolute_error: 70.3042 Epoch 1831/5000 148/148 [==============================] - 0s 27us/step - loss: 4067.2778 - mean_absolute_error: 44.1828 - val_loss: 8993.0951 - val_mean_absolute_error: 70.2929 Epoch 1832/5000 148/148 [==============================] - 0s 41us/step - loss: 4065.6914 - mean_absolute_error: 44.1755 - val_loss: 8990.5946 - val_mean_absolute_error: 70.2803 Epoch 1833/5000 148/148 [==============================] - 0s 27us/step - loss: 4064.0874 - mean_absolute_error: 44.1680 - val_loss: 8987.9758 - val_mean_absolute_error: 70.2670 Epoch 1834/5000 148/148 [==============================] - 0s 27us/step - loss: 4062.4695 - mean_absolute_error: 44.1603 - val_loss: 8985.2203 - val_mean_absolute_error: 70.2531 Epoch 1835/5000 148/148 [==============================] - 0s 27us/step - loss: 4060.8569 - mean_absolute_error: 44.1524 - val_loss: 8982.4389 - val_mean_absolute_error: 70.2391 Epoch 1836/5000 148/148 [==============================] - 0s 27us/step - loss: 4059.2478 - mean_absolute_error: 44.1448 - val_loss: 8979.6277 - val_mean_absolute_error: 70.2252 Epoch 1837/5000 148/148 [==============================] - 0s 41us/step - loss: 4057.6575 - mean_absolute_error: 44.1374 - val_loss: 8976.8456 - val_mean_absolute_error: 70.2120 Epoch 1838/5000 148/148 [==============================] - 0s 41us/step - loss: 4056.0740 - mean_absolute_error: 44.1302 - val_loss: 8974.2944 - val_mean_absolute_error: 70.1991 Epoch 1839/5000 148/148 [==============================] - 0s 27us/step - loss: 4054.4768 - mean_absolute_error: 44.1228 - val_loss: 8972.0265 - val_mean_absolute_error: 70.1867 Epoch 1840/5000 148/148 [==============================] - 0s 34us/step - loss: 4052.8796 - mean_absolute_error: 44.1152 - val_loss: 8969.7654 - val_mean_absolute_error: 70.1745 Epoch 1841/5000 148/148 [==============================] - 0s 27us/step - loss: 4051.2800 - mean_absolute_error: 44.1077 - val_loss: 8967.4526 - val_mean_absolute_error: 70.1626 Epoch 1842/5000 148/148 [==============================] - 0s 41us/step - loss: 4049.7002 - mean_absolute_error: 44.1004 - val_loss: 8965.0782 - val_mean_absolute_error: 70.1505 Epoch 1843/5000 148/148 [==============================] - 0s 41us/step - loss: 4048.1123 - mean_absolute_error: 44.0930 - val_loss: 8962.6206 - val_mean_absolute_error: 70.1382 Epoch 1844/5000 148/148 [==============================] - 0s 27us/step - loss: 4046.5383 - mean_absolute_error: 44.0859 - val_loss: 8960.0565 - val_mean_absolute_error: 70.1255 Epoch 1845/5000 148/148 [==============================] - 0s 27us/step - loss: 4044.9768 - mean_absolute_error: 44.0787 - val_loss: 8957.5801 - val_mean_absolute_error: 70.1117 Epoch 1846/5000 148/148 [==============================] - 0s 34us/step - loss: 4043.3496 - mean_absolute_error: 44.0710 - val_loss: 8955.0202 - val_mean_absolute_error: 70.0984 Epoch 1847/5000 148/148 [==============================] - 0s 27us/step - loss: 4041.7617 - mean_absolute_error: 44.0638 - val_loss: 8952.4210 - val_mean_absolute_error: 70.0850 Epoch 1848/5000 148/148 [==============================] - 0s 34us/step - loss: 4040.2124 - mean_absolute_error: 44.0569 - val_loss: 8949.8701 - val_mean_absolute_error: 70.0725 Epoch 1849/5000 148/148 [==============================] - 0s 27us/step - loss: 4038.6367 - mean_absolute_error: 44.0498 - val_loss: 8947.3359 - val_mean_absolute_error: 70.0606 Epoch 1850/5000 148/148 [==============================] - 0s 27us/step - loss: 4037.0435 - mean_absolute_error: 44.0427 - val_loss: 8944.8709 - val_mean_absolute_error: 70.0497 Epoch 1851/5000 148/148 [==============================] - 0s 27us/step - loss: 4035.4595 - mean_absolute_error: 44.0357 - val_loss: 8942.3807 - val_mean_absolute_error: 70.0390 Epoch 1852/5000 148/148 [==============================] - 0s 34us/step - loss: 4033.9370 - mean_absolute_error: 44.0286 - val_loss: 8939.9438 - val_mean_absolute_error: 70.0269 Epoch 1853/5000 148/148 [==============================] - 0s 20us/step - loss: 4032.3472 - mean_absolute_error: 44.0210 - val_loss: 8937.5254 - val_mean_absolute_error: 70.0135 Epoch 1854/5000 148/148 [==============================] - 0s 27us/step - loss: 4030.7429 - mean_absolute_error: 44.0130 - val_loss: 8935.0307 - val_mean_absolute_error: 70.0001 Epoch 1855/5000 148/148 [==============================] - 0s 41us/step - loss: 4029.2124 - mean_absolute_error: 44.0056 - val_loss: 8932.5647 - val_mean_absolute_error: 69.9878 Epoch 1856/5000 148/148 [==============================] - 0s 27us/step - loss: 4027.6626 - mean_absolute_error: 43.9984 - val_loss: 8930.1649 - val_mean_absolute_error: 69.9764 Epoch 1857/5000 148/148 [==============================] - 0s 27us/step - loss: 4026.0833 - mean_absolute_error: 43.9910 - val_loss: 8927.6730 - val_mean_absolute_error: 69.9655 Epoch 1858/5000 148/148 [==============================] - 0s 27us/step - loss: 4024.5029 - mean_absolute_error: 43.9836 - val_loss: 8924.8988 - val_mean_absolute_error: 69.9544 Epoch 1859/5000 148/148 [==============================] - 0s 40us/step - loss: 4022.9473 - mean_absolute_error: 43.9765 - val_loss: 8922.1181 - val_mean_absolute_error: 69.9432 Epoch 1860/5000 148/148 [==============================] - 0s 34us/step - loss: 4021.3784 - mean_absolute_error: 43.9693 - val_loss: 8919.2705 - val_mean_absolute_error: 69.9317 Epoch 1861/5000 148/148 [==============================] - 0s 34us/step - loss: 4019.8118 - mean_absolute_error: 43.9620 - val_loss: 8916.2867 - val_mean_absolute_error: 69.9191 Epoch 1862/5000 148/148 [==============================] - 0s 27us/step - loss: 4018.2351 - mean_absolute_error: 43.9547 - val_loss: 8913.2511 - val_mean_absolute_error: 69.9061 Epoch 1863/5000 148/148 [==============================] - 0s 27us/step - loss: 4016.6562 - mean_absolute_error: 43.9475 - val_loss: 8910.2323 - val_mean_absolute_error: 69.8932 Epoch 1864/5000 148/148 [==============================] - 0s 27us/step - loss: 4015.1267 - mean_absolute_error: 43.9408 - val_loss: 8907.4778 - val_mean_absolute_error: 69.8809 Epoch 1865/5000 148/148 [==============================] - 0s 27us/step - loss: 4013.5713 - mean_absolute_error: 43.9336 - val_loss: 8904.9807 - val_mean_absolute_error: 69.8690 Epoch 1866/5000 148/148 [==============================] - 0s 41us/step - loss: 4012.0354 - mean_absolute_error: 43.9263 - val_loss: 8902.5697 - val_mean_absolute_error: 69.8583 Epoch 1867/5000 148/148 [==============================] - 0s 34us/step - loss: 4010.4790 - mean_absolute_error: 43.9189 - val_loss: 8900.1665 - val_mean_absolute_error: 69.8481 Epoch 1868/5000 148/148 [==============================] - 0s 27us/step - loss: 4008.9104 - mean_absolute_error: 43.9116 - val_loss: 8897.6357 - val_mean_absolute_error: 69.8375 Epoch 1869/5000 148/148 [==============================] - 0s 27us/step - loss: 4007.3508 - mean_absolute_error: 43.9042 - val_loss: 8894.8932 - val_mean_absolute_error: 69.8257 Epoch 1870/5000 148/148 [==============================] - 0s 34us/step - loss: 4005.8118 - mean_absolute_error: 43.8968 - val_loss: 8891.9935 - val_mean_absolute_error: 69.8129 Epoch 1871/5000 148/148 [==============================] - 0s 34us/step - loss: 4004.2603 - mean_absolute_error: 43.8892 - val_loss: 8889.1138 - val_mean_absolute_error: 69.8005 Epoch 1872/5000 148/148 [==============================] - 0s 27us/step - loss: 4002.7107 - mean_absolute_error: 43.8819 - val_loss: 8886.2782 - val_mean_absolute_error: 69.7884 Epoch 1873/5000 148/148 [==============================] - 0s 27us/step - loss: 4001.1794 - mean_absolute_error: 43.8748 - val_loss: 8883.6759 - val_mean_absolute_error: 69.7764 Epoch 1874/5000 148/148 [==============================] - 0s 27us/step - loss: 3999.6399 - mean_absolute_error: 43.8674 - val_loss: 8881.1389 - val_mean_absolute_error: 69.7652 Epoch 1875/5000 148/148 [==============================] - 0s 27us/step - loss: 3998.1094 - mean_absolute_error: 43.8602 - val_loss: 8878.6367 - val_mean_absolute_error: 69.7545 Epoch 1876/5000 148/148 [==============================] - 0s 27us/step - loss: 3996.5544 - mean_absolute_error: 43.8529 - val_loss: 8876.1503 - val_mean_absolute_error: 69.7442 Epoch 1877/5000 148/148 [==============================] - 0s 41us/step - loss: 3995.0012 - mean_absolute_error: 43.8458 - val_loss: 8873.8786 - val_mean_absolute_error: 69.7340 Epoch 1878/5000 148/148 [==============================] - 0s 34us/step - loss: 3993.4434 - mean_absolute_error: 43.8384 - val_loss: 8871.6786 - val_mean_absolute_error: 69.7229 Epoch 1879/5000 148/148 [==============================] - 0s 27us/step - loss: 3991.9033 - mean_absolute_error: 43.8310 - val_loss: 8869.3534 - val_mean_absolute_error: 69.7115 Epoch 1880/5000 148/148 [==============================] - 0s 27us/step - loss: 3990.3831 - mean_absolute_error: 43.8237 - val_loss: 8866.9029 - val_mean_absolute_error: 69.6998 Epoch 1881/5000 148/148 [==============================] - 0s 27us/step - loss: 3988.8455 - mean_absolute_error: 43.8163 - val_loss: 8864.3201 - val_mean_absolute_error: 69.6874 Epoch 1882/5000 148/148 [==============================] - 0s 34us/step - loss: 3987.2993 - mean_absolute_error: 43.8087 - val_loss: 8861.7122 - val_mean_absolute_error: 69.6751 Epoch 1883/5000 148/148 [==============================] - 0s 27us/step - loss: 3985.7449 - mean_absolute_error: 43.8009 - val_loss: 8859.0884 - val_mean_absolute_error: 69.6628 Epoch 1884/5000 148/148 [==============================] - 0s 34us/step - loss: 3984.2039 - mean_absolute_error: 43.7936 - val_loss: 8856.5677 - val_mean_absolute_error: 69.6516 Epoch 1885/5000 148/148 [==============================] - 0s 27us/step - loss: 3982.6541 - mean_absolute_error: 43.7863 - val_loss: 8854.0001 - val_mean_absolute_error: 69.6405 Epoch 1886/5000 148/148 [==============================] - 0s 27us/step - loss: 3981.1023 - mean_absolute_error: 43.7792 - val_loss: 8851.3483 - val_mean_absolute_error: 69.6289 Epoch 1887/5000 148/148 [==============================] - 0s 34us/step - loss: 3979.5393 - mean_absolute_error: 43.7723 - val_loss: 8848.6160 - val_mean_absolute_error: 69.6170 Epoch 1888/5000 148/148 [==============================] - 0s 27us/step - loss: 3977.9648 - mean_absolute_error: 43.7654 - val_loss: 8845.8839 - val_mean_absolute_error: 69.6052 Epoch 1889/5000 148/148 [==============================] - 0s 27us/step - loss: 3976.4084 - mean_absolute_error: 43.7587 - val_loss: 8843.1396 - val_mean_absolute_error: 69.5934 Epoch 1890/5000 148/148 [==============================] - 0s 27us/step - loss: 3974.8491 - mean_absolute_error: 43.7524 - val_loss: 8840.3545 - val_mean_absolute_error: 69.5816 Epoch 1891/5000 148/148 [==============================] - 0s 27us/step - loss: 3973.3425 - mean_absolute_error: 43.7464 - val_loss: 8837.6955 - val_mean_absolute_error: 69.5689 Epoch 1892/5000 148/148 [==============================] - 0s 20us/step - loss: 3971.7917 - mean_absolute_error: 43.7401 - val_loss: 8835.1224 - val_mean_absolute_error: 69.5553 Epoch 1893/5000 148/148 [==============================] - 0s 41us/step - loss: 3970.2053 - mean_absolute_error: 43.7337 - val_loss: 8832.6100 - val_mean_absolute_error: 69.5429 Epoch 1894/5000 148/148 [==============================] - 0s 27us/step - loss: 3968.6650 - mean_absolute_error: 43.7274 - val_loss: 8830.1558 - val_mean_absolute_error: 69.5315 Epoch 1895/5000 148/148 [==============================] - 0s 27us/step - loss: 3967.1006 - mean_absolute_error: 43.7208 - val_loss: 8827.6905 - val_mean_absolute_error: 69.5202 Epoch 1896/5000 148/148 [==============================] - 0s 27us/step - loss: 3965.5718 - mean_absolute_error: 43.7142 - val_loss: 8825.1633 - val_mean_absolute_error: 69.5088 Epoch 1897/5000 148/148 [==============================] - 0s 20us/step - loss: 3964.0427 - mean_absolute_error: 43.7075 - val_loss: 8822.5097 - val_mean_absolute_error: 69.4967 Epoch 1898/5000 148/148 [==============================] - 0s 27us/step - loss: 3962.4912 - mean_absolute_error: 43.7008 - val_loss: 8819.7633 - val_mean_absolute_error: 69.4843 Epoch 1899/5000 148/148 [==============================] - 0s 27us/step - loss: 3960.9346 - mean_absolute_error: 43.6942 - val_loss: 8817.1695 - val_mean_absolute_error: 69.4714 Epoch 1900/5000 148/148 [==============================] - 0s 34us/step - loss: 3959.3779 - mean_absolute_error: 43.6873 - val_loss: 8814.5988 - val_mean_absolute_error: 69.4592 Epoch 1901/5000 148/148 [==============================] - 0s 27us/step - loss: 3957.8037 - mean_absolute_error: 43.6802 - val_loss: 8812.0172 - val_mean_absolute_error: 69.4473 Epoch 1902/5000 148/148 [==============================] - 0s 27us/step - loss: 3956.2778 - mean_absolute_error: 43.6732 - val_loss: 8809.4028 - val_mean_absolute_error: 69.4359 Epoch 1903/5000 148/148 [==============================] - 0s 34us/step - loss: 3954.8020 - mean_absolute_error: 43.6663 - val_loss: 8806.8223 - val_mean_absolute_error: 69.4234 Epoch 1904/5000 148/148 [==============================] - 0s 41us/step - loss: 3953.2639 - mean_absolute_error: 43.6588 - val_loss: 8804.1680 - val_mean_absolute_error: 69.4106 Epoch 1905/5000 148/148 [==============================] - 0s 34us/step - loss: 3951.7664 - mean_absolute_error: 43.6516 - val_loss: 8801.4828 - val_mean_absolute_error: 69.3975 Epoch 1906/5000 148/148 [==============================] - 0s 20us/step - loss: 3950.2708 - mean_absolute_error: 43.6447 - val_loss: 8798.8340 - val_mean_absolute_error: 69.3852 Epoch 1907/5000 148/148 [==============================] - 0s 27us/step - loss: 3948.7651 - mean_absolute_error: 43.6380 - val_loss: 8796.2387 - val_mean_absolute_error: 69.3735 Epoch 1908/5000 148/148 [==============================] - 0s 27us/step - loss: 3947.2559 - mean_absolute_error: 43.6313 - val_loss: 8793.5733 - val_mean_absolute_error: 69.3615 Epoch 1909/5000 148/148 [==============================] - 0s 27us/step - loss: 3945.7437 - mean_absolute_error: 43.6249 - val_loss: 8790.8332 - val_mean_absolute_error: 69.3492 Epoch 1910/5000 148/148 [==============================] - 0s 27us/step - loss: 3944.2559 - mean_absolute_error: 43.6186 - val_loss: 8788.2472 - val_mean_absolute_error: 69.3360 Epoch 1911/5000 148/148 [==============================] - 0s 34us/step - loss: 3942.7366 - mean_absolute_error: 43.6118 - val_loss: 8785.6285 - val_mean_absolute_error: 69.3231 Epoch 1912/5000 148/148 [==============================] - 0s 34us/step - loss: 3941.2449 - mean_absolute_error: 43.6048 - val_loss: 8783.0298 - val_mean_absolute_error: 69.3105 Epoch 1913/5000 148/148 [==============================] - 0s 27us/step - loss: 3939.7576 - mean_absolute_error: 43.5980 - val_loss: 8780.4844 - val_mean_absolute_error: 69.2986 Epoch 1914/5000 148/148 [==============================] - 0s 27us/step - loss: 3938.2483 - mean_absolute_error: 43.5910 - val_loss: 8777.9516 - val_mean_absolute_error: 69.2873 Epoch 1915/5000 148/148 [==============================] - 0s 41us/step - loss: 3936.8086 - mean_absolute_error: 43.5844 - val_loss: 8775.4885 - val_mean_absolute_error: 69.2750 Epoch 1916/5000 148/148 [==============================] - 0s 34us/step - loss: 3935.2881 - mean_absolute_error: 43.5770 - val_loss: 8773.1937 - val_mean_absolute_error: 69.2622 Epoch 1917/5000 148/148 [==============================] - 0s 34us/step - loss: 3933.8037 - mean_absolute_error: 43.5698 - val_loss: 8770.9312 - val_mean_absolute_error: 69.2504 Epoch 1918/5000 148/148 [==============================] - 0s 27us/step - loss: 3932.3472 - mean_absolute_error: 43.5626 - val_loss: 8768.6183 - val_mean_absolute_error: 69.2387 Epoch 1919/5000 148/148 [==============================] - 0s 27us/step - loss: 3930.8635 - mean_absolute_error: 43.5556 - val_loss: 8766.2909 - val_mean_absolute_error: 69.2273 Epoch 1920/5000 148/148 [==============================] - 0s 27us/step - loss: 3929.3745 - mean_absolute_error: 43.5485 - val_loss: 8763.8445 - val_mean_absolute_error: 69.2154 Epoch 1921/5000 148/148 [==============================] - 0s 34us/step - loss: 3927.8882 - mean_absolute_error: 43.5417 - val_loss: 8761.3619 - val_mean_absolute_error: 69.2038 Epoch 1922/5000 148/148 [==============================] - 0s 34us/step - loss: 3926.4016 - mean_absolute_error: 43.5348 - val_loss: 8758.7772 - val_mean_absolute_error: 69.1916 Epoch 1923/5000 148/148 [==============================] - 0s 27us/step - loss: 3924.8970 - mean_absolute_error: 43.5276 - val_loss: 8756.0447 - val_mean_absolute_error: 69.1786 Epoch 1924/5000 148/148 [==============================] - 0s 34us/step - loss: 3923.3796 - mean_absolute_error: 43.5203 - val_loss: 8753.1944 - val_mean_absolute_error: 69.1650 Epoch 1925/5000 148/148 [==============================] - 0s 20us/step - loss: 3921.9097 - mean_absolute_error: 43.5134 - val_loss: 8750.3126 - val_mean_absolute_error: 69.1517 Epoch 1926/5000 148/148 [==============================] - 0s 27us/step - loss: 3920.4177 - mean_absolute_error: 43.5064 - val_loss: 8747.3942 - val_mean_absolute_error: 69.1385 Epoch 1927/5000 148/148 [==============================] - 0s 41us/step - loss: 3918.9177 - mean_absolute_error: 43.4996 - val_loss: 8744.3576 - val_mean_absolute_error: 69.1250 Epoch 1928/5000 148/148 [==============================] - 0s 27us/step - loss: 3917.4919 - mean_absolute_error: 43.4929 - val_loss: 8741.4049 - val_mean_absolute_error: 69.1107 Epoch 1929/5000 148/148 [==============================] - 0s 27us/step - loss: 3916.0085 - mean_absolute_error: 43.4856 - val_loss: 8738.6682 - val_mean_absolute_error: 69.0964 Epoch 1930/5000 148/148 [==============================] - 0s 27us/step - loss: 3914.4912 - mean_absolute_error: 43.4781 - val_loss: 8736.1144 - val_mean_absolute_error: 69.0823 Epoch 1931/5000 148/148 [==============================] - 0s 27us/step - loss: 3912.9746 - mean_absolute_error: 43.4704 - val_loss: 8733.5958 - val_mean_absolute_error: 69.0690 Epoch 1932/5000 148/148 [==============================] - 0s 20us/step - loss: 3911.4941 - mean_absolute_error: 43.4629 - val_loss: 8730.9933 - val_mean_absolute_error: 69.0558 Epoch 1933/5000 148/148 [==============================] - 0s 34us/step - loss: 3910.0071 - mean_absolute_error: 43.4553 - val_loss: 8728.2453 - val_mean_absolute_error: 69.0420 Epoch 1934/5000 148/148 [==============================] - 0s 34us/step - loss: 3908.5342 - mean_absolute_error: 43.4483 - val_loss: 8725.3721 - val_mean_absolute_error: 69.0278 Epoch 1935/5000 148/148 [==============================] - 0s 27us/step - loss: 3907.0647 - mean_absolute_error: 43.4415 - val_loss: 8722.3201 - val_mean_absolute_error: 69.0136 Epoch 1936/5000 148/148 [==============================] - 0s 27us/step - loss: 3905.5630 - mean_absolute_error: 43.4343 - val_loss: 8719.1272 - val_mean_absolute_error: 68.9984 Epoch 1937/5000 148/148 [==============================] - 0s 27us/step - loss: 3904.0815 - mean_absolute_error: 43.4270 - val_loss: 8716.0047 - val_mean_absolute_error: 68.9841 Epoch 1938/5000 148/148 [==============================] - 0s 27us/step - loss: 3902.6023 - mean_absolute_error: 43.4200 - val_loss: 8712.9266 - val_mean_absolute_error: 68.9706 Epoch 1939/5000 148/148 [==============================] - 0s 41us/step - loss: 3901.1221 - mean_absolute_error: 43.4131 - val_loss: 8710.0442 - val_mean_absolute_error: 68.9568 Epoch 1940/5000 148/148 [==============================] - 0s 20us/step - loss: 3899.6487 - mean_absolute_error: 43.4058 - val_loss: 8707.3296 - val_mean_absolute_error: 68.9427 Epoch 1941/5000 148/148 [==============================] - 0s 27us/step - loss: 3898.1660 - mean_absolute_error: 43.3985 - val_loss: 8704.6083 - val_mean_absolute_error: 68.9292 Epoch 1942/5000 148/148 [==============================] - 0s 34us/step - loss: 3896.6951 - mean_absolute_error: 43.3914 - val_loss: 8701.7755 - val_mean_absolute_error: 68.9157 Epoch 1943/5000 148/148 [==============================] - 0s 27us/step - loss: 3895.2239 - mean_absolute_error: 43.3844 - val_loss: 8698.8342 - val_mean_absolute_error: 68.9016 Epoch 1944/5000 148/148 [==============================] - 0s 27us/step - loss: 3893.7407 - mean_absolute_error: 43.3772 - val_loss: 8695.7990 - val_mean_absolute_error: 68.8874 Epoch 1945/5000 148/148 [==============================] - 0s 27us/step - loss: 3892.2656 - mean_absolute_error: 43.3698 - val_loss: 8692.7870 - val_mean_absolute_error: 68.8730 Epoch 1946/5000 148/148 [==============================] - 0s 27us/step - loss: 3890.7727 - mean_absolute_error: 43.3625 - val_loss: 8689.7923 - val_mean_absolute_error: 68.8591 Epoch 1947/5000 148/148 [==============================] - 0s 34us/step - loss: 3889.3323 - mean_absolute_error: 43.3555 - val_loss: 8686.8921 - val_mean_absolute_error: 68.8445 Epoch 1948/5000 148/148 [==============================] - 0s 41us/step - loss: 3887.8484 - mean_absolute_error: 43.3480 - val_loss: 8684.1693 - val_mean_absolute_error: 68.8297 Epoch 1949/5000 148/148 [==============================] - 0s 27us/step - loss: 3886.3774 - mean_absolute_error: 43.3404 - val_loss: 8681.4816 - val_mean_absolute_error: 68.8158 Epoch 1950/5000 148/148 [==============================] - 0s 27us/step - loss: 3884.9131 - mean_absolute_error: 43.3330 - val_loss: 8678.8155 - val_mean_absolute_error: 68.8026 Epoch 1951/5000 148/148 [==============================] - 0s 27us/step - loss: 3883.4211 - mean_absolute_error: 43.3256 - val_loss: 8676.1736 - val_mean_absolute_error: 68.7901 Epoch 1952/5000 148/148 [==============================] - 0s 34us/step - loss: 3881.9553 - mean_absolute_error: 43.3183 - val_loss: 8673.4690 - val_mean_absolute_error: 68.7774 Epoch 1953/5000 148/148 [==============================] - 0s 27us/step - loss: 3880.5115 - mean_absolute_error: 43.3112 - val_loss: 8670.7610 - val_mean_absolute_error: 68.7632 Epoch 1954/5000 148/148 [==============================] - 0s 34us/step - loss: 3879.0439 - mean_absolute_error: 43.3036 - val_loss: 8667.8421 - val_mean_absolute_error: 68.7480 Epoch 1955/5000 148/148 [==============================] - 0s 27us/step - loss: 3877.5613 - mean_absolute_error: 43.2957 - val_loss: 8664.9122 - val_mean_absolute_error: 68.7335 Epoch 1956/5000 148/148 [==============================] - 0s 27us/step - loss: 3876.1157 - mean_absolute_error: 43.2883 - val_loss: 8662.0178 - val_mean_absolute_error: 68.7198 Epoch 1957/5000 148/148 [==============================] - 0s 34us/step - loss: 3874.6604 - mean_absolute_error: 43.2812 - val_loss: 8659.2883 - val_mean_absolute_error: 68.7074 Epoch 1958/5000 148/148 [==============================] - 0s 27us/step - loss: 3873.1980 - mean_absolute_error: 43.2743 - val_loss: 8656.6414 - val_mean_absolute_error: 68.6960 Epoch 1959/5000 148/148 [==============================] - 0s 27us/step - loss: 3871.7778 - mean_absolute_error: 43.2676 - val_loss: 8654.1455 - val_mean_absolute_error: 68.6836 Epoch 1960/5000 148/148 [==============================] - 0s 34us/step - loss: 3870.2859 - mean_absolute_error: 43.2599 - val_loss: 8651.6498 - val_mean_absolute_error: 68.6714 Epoch 1961/5000 148/148 [==============================] - 0s 27us/step - loss: 3868.8403 - mean_absolute_error: 43.2526 - val_loss: 8649.2471 - val_mean_absolute_error: 68.6600 Epoch 1962/5000 148/148 [==============================] - 0s 41us/step - loss: 3867.3948 - mean_absolute_error: 43.2454 - val_loss: 8646.8041 - val_mean_absolute_error: 68.6490 Epoch 1963/5000 148/148 [==============================] - 0s 34us/step - loss: 3865.9543 - mean_absolute_error: 43.2384 - val_loss: 8644.4459 - val_mean_absolute_error: 68.6369 Epoch 1964/5000 148/148 [==============================] - 0s 27us/step - loss: 3864.4932 - mean_absolute_error: 43.2311 - val_loss: 8642.0555 - val_mean_absolute_error: 68.6252 Epoch 1965/5000 148/148 [==============================] - 0s 27us/step - loss: 3863.0337 - mean_absolute_error: 43.2240 - val_loss: 8639.6590 - val_mean_absolute_error: 68.6138 Epoch 1966/5000 148/148 [==============================] - 0s 34us/step - loss: 3861.5764 - mean_absolute_error: 43.2170 - val_loss: 8637.0818 - val_mean_absolute_error: 68.6014 Epoch 1967/5000 148/148 [==============================] - 0s 41us/step - loss: 3860.1414 - mean_absolute_error: 43.2099 - val_loss: 8634.5898 - val_mean_absolute_error: 68.5883 Epoch 1968/5000 148/148 [==============================] - 0s 27us/step - loss: 3858.7297 - mean_absolute_error: 43.2025 - val_loss: 8632.1409 - val_mean_absolute_error: 68.5760 Epoch 1969/5000 148/148 [==============================] - 0s 34us/step - loss: 3857.3132 - mean_absolute_error: 43.1954 - val_loss: 8629.7723 - val_mean_absolute_error: 68.5648 Epoch 1970/5000 148/148 [==============================] - 0s 34us/step - loss: 3855.8831 - mean_absolute_error: 43.1882 - val_loss: 8627.3765 - val_mean_absolute_error: 68.5535 Epoch 1971/5000 148/148 [==============================] - 0s 27us/step - loss: 3854.4543 - mean_absolute_error: 43.1811 - val_loss: 8624.8476 - val_mean_absolute_error: 68.5416 Epoch 1972/5000 148/148 [==============================] - 0s 34us/step - loss: 3853.0544 - mean_absolute_error: 43.1742 - val_loss: 8622.4476 - val_mean_absolute_error: 68.5291 Epoch 1973/5000 148/148 [==============================] - 0s 41us/step - loss: 3851.6165 - mean_absolute_error: 43.1670 - val_loss: 8620.1008 - val_mean_absolute_error: 68.5159 Epoch 1974/5000 148/148 [==============================] - 0s 34us/step - loss: 3850.2322 - mean_absolute_error: 43.1596 - val_loss: 8617.8028 - val_mean_absolute_error: 68.5036 Epoch 1975/5000 148/148 [==============================] - 0s 34us/step - loss: 3848.8379 - mean_absolute_error: 43.1524 - val_loss: 8615.5403 - val_mean_absolute_error: 68.4920 Epoch 1976/5000 148/148 [==============================] - 0s 27us/step - loss: 3847.4304 - mean_absolute_error: 43.1452 - val_loss: 8613.2599 - val_mean_absolute_error: 68.4806 Epoch 1977/5000 148/148 [==============================] - 0s 34us/step - loss: 3846.0132 - mean_absolute_error: 43.1380 - val_loss: 8610.8108 - val_mean_absolute_error: 68.4689 Epoch 1978/5000 148/148 [==============================] - 0s 27us/step - loss: 3844.6069 - mean_absolute_error: 43.1307 - val_loss: 8608.1235 - val_mean_absolute_error: 68.4560 Epoch 1979/5000 148/148 [==============================] - 0s 20us/step - loss: 3843.1897 - mean_absolute_error: 43.1233 - val_loss: 8605.3013 - val_mean_absolute_error: 68.4426 Epoch 1980/5000 148/148 [==============================] - 0s 34us/step - loss: 3841.7732 - mean_absolute_error: 43.1158 - val_loss: 8602.4876 - val_mean_absolute_error: 68.4294 Epoch 1981/5000 148/148 [==============================] - 0s 34us/step - loss: 3840.3477 - mean_absolute_error: 43.1083 - val_loss: 8599.6677 - val_mean_absolute_error: 68.4163 Epoch 1982/5000 148/148 [==============================] - 0s 27us/step - loss: 3838.9746 - mean_absolute_error: 43.1011 - val_loss: 8597.0919 - val_mean_absolute_error: 68.4034 Epoch 1983/5000 148/148 [==============================] - 0s 27us/step - loss: 3837.5710 - mean_absolute_error: 43.0936 - val_loss: 8594.7751 - val_mean_absolute_error: 68.3907 Epoch 1984/5000 148/148 [==============================] - 0s 34us/step - loss: 3836.1892 - mean_absolute_error: 43.0859 - val_loss: 8592.5906 - val_mean_absolute_error: 68.3792 Epoch 1985/5000 148/148 [==============================] - 0s 34us/step - loss: 3834.7981 - mean_absolute_error: 43.0783 - val_loss: 8590.4534 - val_mean_absolute_error: 68.3685 Epoch 1986/5000 148/148 [==============================] - 0s 27us/step - loss: 3833.3918 - mean_absolute_error: 43.0711 - val_loss: 8588.3045 - val_mean_absolute_error: 68.3583 Epoch 1987/5000 148/148 [==============================] - 0s 27us/step - loss: 3831.9722 - mean_absolute_error: 43.0640 - val_loss: 8586.0829 - val_mean_absolute_error: 68.3481 Epoch 1988/5000 148/148 [==============================] - 0s 27us/step - loss: 3830.5393 - mean_absolute_error: 43.0570 - val_loss: 8583.8724 - val_mean_absolute_error: 68.3382 Epoch 1989/5000 148/148 [==============================] - 0s 34us/step - loss: 3829.1377 - mean_absolute_error: 43.0501 - val_loss: 8581.8276 - val_mean_absolute_error: 68.3279 Epoch 1990/5000 148/148 [==============================] - 0s 34us/step - loss: 3827.7656 - mean_absolute_error: 43.0428 - val_loss: 8579.7614 - val_mean_absolute_error: 68.3162 Epoch 1991/5000 148/148 [==============================] - 0s 27us/step - loss: 3826.3257 - mean_absolute_error: 43.0345 - val_loss: 8577.6654 - val_mean_absolute_error: 68.3044 Epoch 1992/5000 148/148 [==============================] - 0s 34us/step - loss: 3824.9509 - mean_absolute_error: 43.0266 - val_loss: 8575.6083 - val_mean_absolute_error: 68.2933 Epoch 1993/5000 148/148 [==============================] - 0s 27us/step - loss: 3823.5684 - mean_absolute_error: 43.0188 - val_loss: 8573.5325 - val_mean_absolute_error: 68.2826 Epoch 1994/5000 148/148 [==============================] - 0s 27us/step - loss: 3822.1631 - mean_absolute_error: 43.0112 - val_loss: 8571.4009 - val_mean_absolute_error: 68.2720 Epoch 1995/5000 148/148 [==============================] - 0s 34us/step - loss: 3820.7471 - mean_absolute_error: 43.0038 - val_loss: 8569.2855 - val_mean_absolute_error: 68.2618 Epoch 1996/5000 148/148 [==============================] - 0s 34us/step - loss: 3819.3843 - mean_absolute_error: 42.9969 - val_loss: 8566.9708 - val_mean_absolute_error: 68.2506 Epoch 1997/5000 148/148 [==============================] - 0s 27us/step - loss: 3817.9932 - mean_absolute_error: 42.9896 - val_loss: 8564.4909 - val_mean_absolute_error: 68.2386 Epoch 1998/5000 148/148 [==============================] - 0s 27us/step - loss: 3816.6301 - mean_absolute_error: 42.9823 - val_loss: 8562.0229 - val_mean_absolute_error: 68.2246 Epoch 1999/5000 148/148 [==============================] - 0s 34us/step - loss: 3815.1748 - mean_absolute_error: 42.9741 - val_loss: 8559.6129 - val_mean_absolute_error: 68.2117 Epoch 2000/5000 148/148 [==============================] - 0s 20us/step - loss: 3813.8167 - mean_absolute_error: 42.9665 - val_loss: 8557.2446 - val_mean_absolute_error: 68.1995 Epoch 2001/5000 148/148 [==============================] - 0s 34us/step - loss: 3812.4382 - mean_absolute_error: 42.9591 - val_loss: 8554.9108 - val_mean_absolute_error: 68.1881 Epoch 2002/5000 148/148 [==============================] - 0s 34us/step - loss: 3811.0781 - mean_absolute_error: 42.9521 - val_loss: 8552.7782 - val_mean_absolute_error: 68.1765 Epoch 2003/5000 148/148 [==============================] - 0s 27us/step - loss: 3809.6812 - mean_absolute_error: 42.9447 - val_loss: 8550.8675 - val_mean_absolute_error: 68.1652 Epoch 2004/5000 148/148 [==============================] - 0s 34us/step - loss: 3808.3118 - mean_absolute_error: 42.9370 - val_loss: 8548.9248 - val_mean_absolute_error: 68.1546 Epoch 2005/5000 148/148 [==============================] - 0s 27us/step - loss: 3806.9312 - mean_absolute_error: 42.9295 - val_loss: 8546.9811 - val_mean_absolute_error: 68.1446 Epoch 2006/5000 148/148 [==============================] - 0s 27us/step - loss: 3805.5415 - mean_absolute_error: 42.9220 - val_loss: 8544.9518 - val_mean_absolute_error: 68.1347 Epoch 2007/5000 148/148 [==============================] - 0s 34us/step - loss: 3804.1714 - mean_absolute_error: 42.9148 - val_loss: 8542.8015 - val_mean_absolute_error: 68.1241 Epoch 2008/5000 148/148 [==============================] - 0s 27us/step - loss: 3802.8206 - mean_absolute_error: 42.9079 - val_loss: 8540.4928 - val_mean_absolute_error: 68.1129 Epoch 2009/5000 148/148 [==============================] - 0s 34us/step - loss: 3801.4460 - mean_absolute_error: 42.9008 - val_loss: 8538.2319 - val_mean_absolute_error: 68.1002 Epoch 2010/5000 148/148 [==============================] - 0s 34us/step - loss: 3800.0461 - mean_absolute_error: 42.8927 - val_loss: 8535.9826 - val_mean_absolute_error: 68.0881 Epoch 2011/5000 148/148 [==============================] - 0s 27us/step - loss: 3798.6990 - mean_absolute_error: 42.8852 - val_loss: 8533.7814 - val_mean_absolute_error: 68.0767 Epoch 2012/5000 148/148 [==============================] - 0s 34us/step - loss: 3797.3403 - mean_absolute_error: 42.8779 - val_loss: 8531.6601 - val_mean_absolute_error: 68.0662 Epoch 2013/5000 148/148 [==============================] - 0s 41us/step - loss: 3795.9763 - mean_absolute_error: 42.8708 - val_loss: 8529.6194 - val_mean_absolute_error: 68.0569 Epoch 2014/5000 148/148 [==============================] - 0s 20us/step - loss: 3794.6055 - mean_absolute_error: 42.8637 - val_loss: 8527.7546 - val_mean_absolute_error: 68.0473 Epoch 2015/5000 148/148 [==============================] - 0s 27us/step - loss: 3793.2239 - mean_absolute_error: 42.8559 - val_loss: 8525.8388 - val_mean_absolute_error: 68.0379 Epoch 2016/5000 148/148 [==============================] - 0s 27us/step - loss: 3791.8555 - mean_absolute_error: 42.8483 - val_loss: 8523.8142 - val_mean_absolute_error: 68.0277 Epoch 2017/5000 148/148 [==============================] - 0s 27us/step - loss: 3790.4856 - mean_absolute_error: 42.8408 - val_loss: 8521.8489 - val_mean_absolute_error: 68.0164 Epoch 2018/5000 148/148 [==============================] - 0s 20us/step - loss: 3789.1135 - mean_absolute_error: 42.8330 - val_loss: 8520.0060 - val_mean_absolute_error: 68.0065 Epoch 2019/5000 148/148 [==============================] - 0s 41us/step - loss: 3787.7471 - mean_absolute_error: 42.8255 - val_loss: 8518.2520 - val_mean_absolute_error: 67.9979 Epoch 2020/5000 148/148 [==============================] - 0s 27us/step - loss: 3786.3586 - mean_absolute_error: 42.8181 - val_loss: 8516.5446 - val_mean_absolute_error: 67.9901 Epoch 2021/5000 148/148 [==============================] - 0s 34us/step - loss: 3784.9634 - mean_absolute_error: 42.8110 - val_loss: 8514.8528 - val_mean_absolute_error: 67.9830 Epoch 2022/5000 148/148 [==============================] - 0s 34us/step - loss: 3783.5916 - mean_absolute_error: 42.8040 - val_loss: 8512.9377 - val_mean_absolute_error: 67.9746 Epoch 2023/5000 148/148 [==============================] - 0s 20us/step - loss: 3782.2412 - mean_absolute_error: 42.7969 - val_loss: 8510.9404 - val_mean_absolute_error: 67.9643 Epoch 2024/5000 148/148 [==============================] - 0s 27us/step - loss: 3780.8010 - mean_absolute_error: 42.7887 - val_loss: 8508.9163 - val_mean_absolute_error: 67.9540 Epoch 2025/5000 148/148 [==============================] - 0s 34us/step - loss: 3779.4202 - mean_absolute_error: 42.7809 - val_loss: 8506.8763 - val_mean_absolute_error: 67.9442 Epoch 2026/5000 148/148 [==============================] - 0s 27us/step - loss: 3778.0076 - mean_absolute_error: 42.7731 - val_loss: 8504.9041 - val_mean_absolute_error: 67.9353 Epoch 2027/5000 148/148 [==============================] - 0s 20us/step - loss: 3776.6365 - mean_absolute_error: 42.7656 - val_loss: 8503.1553 - val_mean_absolute_error: 67.9264 Epoch 2028/5000 148/148 [==============================] - 0s 27us/step - loss: 3775.2119 - mean_absolute_error: 42.7576 - val_loss: 8501.5806 - val_mean_absolute_error: 67.9171 Epoch 2029/5000 148/148 [==============================] - 0s 34us/step - loss: 3773.7993 - mean_absolute_error: 42.7495 - val_loss: 8499.9770 - val_mean_absolute_error: 67.9081 Epoch 2030/5000 148/148 [==============================] - 0s 27us/step - loss: 3772.4041 - mean_absolute_error: 42.7417 - val_loss: 8498.2140 - val_mean_absolute_error: 67.8983 Epoch 2031/5000 148/148 [==============================] - 0s 27us/step - loss: 3771.0503 - mean_absolute_error: 42.7341 - val_loss: 8496.3728 - val_mean_absolute_error: 67.8885 Epoch 2032/5000 148/148 [==============================] - 0s 34us/step - loss: 3769.6963 - mean_absolute_error: 42.7263 - val_loss: 8494.5643 - val_mean_absolute_error: 67.8796 Epoch 2033/5000 148/148 [==============================] - 0s 27us/step - loss: 3768.3369 - mean_absolute_error: 42.7184 - val_loss: 8492.7395 - val_mean_absolute_error: 67.8711 Epoch 2034/5000 148/148 [==============================] - 0s 27us/step - loss: 3766.9727 - mean_absolute_error: 42.7107 - val_loss: 8490.8240 - val_mean_absolute_error: 67.8624 Epoch 2035/5000 148/148 [==============================] - 0s 34us/step - loss: 3765.5823 - mean_absolute_error: 42.7032 - val_loss: 8488.8733 - val_mean_absolute_error: 67.8539 Epoch 2036/5000 148/148 [==============================] - 0s 34us/step - loss: 3764.2344 - mean_absolute_error: 42.6962 - val_loss: 8486.9323 - val_mean_absolute_error: 67.8438 Epoch 2037/5000 148/148 [==============================] - 0s 27us/step - loss: 3762.8320 - mean_absolute_error: 42.6883 - val_loss: 8484.9361 - val_mean_absolute_error: 67.8333 Epoch 2038/5000 148/148 [==============================] - 0s 27us/step - loss: 3761.4993 - mean_absolute_error: 42.6805 - val_loss: 8482.9545 - val_mean_absolute_error: 67.8233 Epoch 2039/5000 148/148 [==============================] - 0s 27us/step - loss: 3760.1538 - mean_absolute_error: 42.6727 - val_loss: 8481.0983 - val_mean_absolute_error: 67.8129 Epoch 2040/5000 148/148 [==============================] - 0s 34us/step - loss: 3758.8120 - mean_absolute_error: 42.6646 - val_loss: 8479.2487 - val_mean_absolute_error: 67.8039 Epoch 2041/5000 148/148 [==============================] - 0s 34us/step - loss: 3757.4612 - mean_absolute_error: 42.6566 - val_loss: 8477.3185 - val_mean_absolute_error: 67.7950 Epoch 2042/5000 148/148 [==============================] - 0s 34us/step - loss: 3756.1082 - mean_absolute_error: 42.6489 - val_loss: 8475.2683 - val_mean_absolute_error: 67.7857 Epoch 2043/5000 148/148 [==============================] - 0s 41us/step - loss: 3754.7551 - mean_absolute_error: 42.6410 - val_loss: 8473.2365 - val_mean_absolute_error: 67.7754 Epoch 2044/5000 148/148 [==============================] - 0s 34us/step - loss: 3753.3560 - mean_absolute_error: 42.6325 - val_loss: 8471.1314 - val_mean_absolute_error: 67.7651 Epoch 2045/5000 148/148 [==============================] - 0s 27us/step - loss: 3752.0071 - mean_absolute_error: 42.6243 - val_loss: 8468.9687 - val_mean_absolute_error: 67.7544 Epoch 2046/5000 148/148 [==============================] - 0s 34us/step - loss: 3750.6555 - mean_absolute_error: 42.6161 - val_loss: 8466.7182 - val_mean_absolute_error: 67.7433 Epoch 2047/5000 148/148 [==============================] - 0s 34us/step - loss: 3749.2976 - mean_absolute_error: 42.6080 - val_loss: 8464.4694 - val_mean_absolute_error: 67.7324 Epoch 2048/5000 148/148 [==============================] - 0s 27us/step - loss: 3747.9539 - mean_absolute_error: 42.6000 - val_loss: 8462.3630 - val_mean_absolute_error: 67.7212 Epoch 2049/5000 148/148 [==============================] - 0s 34us/step - loss: 3746.6069 - mean_absolute_error: 42.5918 - val_loss: 8460.3125 - val_mean_absolute_error: 67.7107 Epoch 2050/5000 148/148 [==============================] - 0s 27us/step - loss: 3745.2471 - mean_absolute_error: 42.5838 - val_loss: 8458.3883 - val_mean_absolute_error: 67.7017 Epoch 2051/5000 148/148 [==============================] - 0s 20us/step - loss: 3743.9304 - mean_absolute_error: 42.5762 - val_loss: 8456.5819 - val_mean_absolute_error: 67.6921 Epoch 2052/5000 148/148 [==============================] - 0s 27us/step - loss: 3742.5713 - mean_absolute_error: 42.5680 - val_loss: 8454.6779 - val_mean_absolute_error: 67.6820 Epoch 2053/5000 148/148 [==============================] - 0s 34us/step - loss: 3741.2268 - mean_absolute_error: 42.5600 - val_loss: 8452.8001 - val_mean_absolute_error: 67.6726 Epoch 2054/5000 148/148 [==============================] - 0s 20us/step - loss: 3739.8843 - mean_absolute_error: 42.5522 - val_loss: 8450.9034 - val_mean_absolute_error: 67.6633 Epoch 2055/5000 148/148 [==============================] - 0s 34us/step - loss: 3738.5474 - mean_absolute_error: 42.5446 - val_loss: 8448.9339 - val_mean_absolute_error: 67.6540 Epoch 2056/5000 148/148 [==============================] - 0s 20us/step - loss: 3737.2183 - mean_absolute_error: 42.5370 - val_loss: 8446.9864 - val_mean_absolute_error: 67.6434 Epoch 2057/5000 148/148 [==============================] - 0s 27us/step - loss: 3735.8901 - mean_absolute_error: 42.5291 - val_loss: 8444.8608 - val_mean_absolute_error: 67.6322 Epoch 2058/5000 148/148 [==============================] - 0s 34us/step - loss: 3734.5684 - mean_absolute_error: 42.5212 - val_loss: 8442.6957 - val_mean_absolute_error: 67.6211 Epoch 2059/5000 148/148 [==============================] - 0s 34us/step - loss: 3733.2349 - mean_absolute_error: 42.5135 - val_loss: 8440.5958 - val_mean_absolute_error: 67.6108 Epoch 2060/5000 148/148 [==============================] - 0s 27us/step - loss: 3731.9368 - mean_absolute_error: 42.5061 - val_loss: 8438.6595 - val_mean_absolute_error: 67.6001 Epoch 2061/5000 148/148 [==============================] - 0s 34us/step - loss: 3730.5845 - mean_absolute_error: 42.4981 - val_loss: 8436.6642 - val_mean_absolute_error: 67.5891 Epoch 2062/5000 148/148 [==============================] - 0s 27us/step - loss: 3729.2593 - mean_absolute_error: 42.4905 - val_loss: 8434.6165 - val_mean_absolute_error: 67.5781 Epoch 2063/5000 148/148 [==============================] - 0s 34us/step - loss: 3727.9321 - mean_absolute_error: 42.4829 - val_loss: 8432.5056 - val_mean_absolute_error: 67.5669 Epoch 2064/5000 148/148 [==============================] - 0s 34us/step - loss: 3726.5945 - mean_absolute_error: 42.4754 - val_loss: 8430.4486 - val_mean_absolute_error: 67.5543 Epoch 2065/5000 148/148 [==============================] - 0s 27us/step - loss: 3725.2778 - mean_absolute_error: 42.4676 - val_loss: 8428.4475 - val_mean_absolute_error: 67.5428 Epoch 2066/5000 148/148 [==============================] - 0s 34us/step - loss: 3723.9526 - mean_absolute_error: 42.4600 - val_loss: 8426.3981 - val_mean_absolute_error: 67.5315 Epoch 2067/5000 148/148 [==============================] - 0s 27us/step - loss: 3722.6284 - mean_absolute_error: 42.4525 - val_loss: 8424.3094 - val_mean_absolute_error: 67.5210 Epoch 2068/5000 148/148 [==============================] - 0s 27us/step - loss: 3721.3032 - mean_absolute_error: 42.4451 - val_loss: 8422.3590 - val_mean_absolute_error: 67.5118 Epoch 2069/5000 148/148 [==============================] - 0s 34us/step - loss: 3719.9988 - mean_absolute_error: 42.4379 - val_loss: 8420.5653 - val_mean_absolute_error: 67.5024 Epoch 2070/5000 148/148 [==============================] - 0s 34us/step - loss: 3718.6790 - mean_absolute_error: 42.4304 - val_loss: 8418.7834 - val_mean_absolute_error: 67.4935 Epoch 2071/5000 148/148 [==============================] - 0s 27us/step - loss: 3717.4126 - mean_absolute_error: 42.4232 - val_loss: 8416.9730 - val_mean_absolute_error: 67.4831 Epoch 2072/5000 148/148 [==============================] - 0s 34us/step - loss: 3716.1169 - mean_absolute_error: 42.4155 - val_loss: 8415.1677 - val_mean_absolute_error: 67.4731 Epoch 2073/5000 148/148 [==============================] - 0s 27us/step - loss: 3714.8306 - mean_absolute_error: 42.4080 - val_loss: 8413.3380 - val_mean_absolute_error: 67.4634 Epoch 2074/5000 148/148 [==============================] - 0s 34us/step - loss: 3713.5283 - mean_absolute_error: 42.4007 - val_loss: 8411.5383 - val_mean_absolute_error: 67.4544 Epoch 2075/5000 148/148 [==============================] - 0s 34us/step - loss: 3712.2292 - mean_absolute_error: 42.3935 - val_loss: 8409.6850 - val_mean_absolute_error: 67.4454 Epoch 2076/5000 148/148 [==============================] - 0s 34us/step - loss: 3710.9102 - mean_absolute_error: 42.3862 - val_loss: 8407.7902 - val_mean_absolute_error: 67.4366 Epoch 2077/5000 148/148 [==============================] - 0s 27us/step - loss: 3709.5815 - mean_absolute_error: 42.3787 - val_loss: 8405.8604 - val_mean_absolute_error: 67.4278 Epoch 2078/5000 148/148 [==============================] - 0s 27us/step - loss: 3708.2673 - mean_absolute_error: 42.3710 - val_loss: 8403.8836 - val_mean_absolute_error: 67.4191 Epoch 2079/5000 148/148 [==============================] - 0s 27us/step - loss: 3706.9844 - mean_absolute_error: 42.3636 - val_loss: 8402.1411 - val_mean_absolute_error: 67.4104 Epoch 2080/5000 148/148 [==============================] - 0s 27us/step - loss: 3705.6638 - mean_absolute_error: 42.3559 - val_loss: 8400.5601 - val_mean_absolute_error: 67.4012 Epoch 2081/5000 148/148 [==============================] - 0s 34us/step - loss: 3704.3813 - mean_absolute_error: 42.3482 - val_loss: 8398.9705 - val_mean_absolute_error: 67.3924 Epoch 2082/5000 148/148 [==============================] - 0s 41us/step - loss: 3703.0896 - mean_absolute_error: 42.3407 - val_loss: 8397.4324 - val_mean_absolute_error: 67.3843 Epoch 2083/5000 148/148 [==============================] - 0s 27us/step - loss: 3701.7910 - mean_absolute_error: 42.3333 - val_loss: 8395.9853 - val_mean_absolute_error: 67.3774 Epoch 2084/5000 148/148 [==============================] - 0s 27us/step - loss: 3700.4773 - mean_absolute_error: 42.3261 - val_loss: 8394.4929 - val_mean_absolute_error: 67.3705 Epoch 2085/5000 148/148 [==============================] - 0s 34us/step - loss: 3699.1648 - mean_absolute_error: 42.3190 - val_loss: 8392.8645 - val_mean_absolute_error: 67.3630 Epoch 2086/5000 148/148 [==============================] - 0s 20us/step - loss: 3697.8513 - mean_absolute_error: 42.3119 - val_loss: 8391.1189 - val_mean_absolute_error: 67.3552 Epoch 2087/5000 148/148 [==============================] - 0s 27us/step - loss: 3696.5735 - mean_absolute_error: 42.3049 - val_loss: 8389.4357 - val_mean_absolute_error: 67.3463 Epoch 2088/5000 148/148 [==============================] - 0s 27us/step - loss: 3695.2493 - mean_absolute_error: 42.2971 - val_loss: 8387.9265 - val_mean_absolute_error: 67.3374 Epoch 2089/5000 148/148 [==============================] - 0s 34us/step - loss: 3693.9211 - mean_absolute_error: 42.2891 - val_loss: 8386.4266 - val_mean_absolute_error: 67.3292 Epoch 2090/5000 148/148 [==============================] - 0s 27us/step - loss: 3692.6321 - mean_absolute_error: 42.2813 - val_loss: 8385.0277 - val_mean_absolute_error: 67.3222 Epoch 2091/5000 148/148 [==============================] - 0s 34us/step - loss: 3691.3374 - mean_absolute_error: 42.2737 - val_loss: 8383.5329 - val_mean_absolute_error: 67.3151 Epoch 2092/5000 148/148 [==============================] - 0s 27us/step - loss: 3690.0261 - mean_absolute_error: 42.2659 - val_loss: 8381.9930 - val_mean_absolute_error: 67.3080 Epoch 2093/5000 148/148 [==============================] - 0s 20us/step - loss: 3688.7007 - mean_absolute_error: 42.2579 - val_loss: 8380.3449 - val_mean_absolute_error: 67.3004 Epoch 2094/5000 148/148 [==============================] - 0s 27us/step - loss: 3687.3657 - mean_absolute_error: 42.2499 - val_loss: 8378.7186 - val_mean_absolute_error: 67.2932 Epoch 2095/5000 148/148 [==============================] - 0s 41us/step - loss: 3686.0461 - mean_absolute_error: 42.2422 - val_loss: 8377.0522 - val_mean_absolute_error: 67.2861 Epoch 2096/5000 148/148 [==============================] - 0s 27us/step - loss: 3684.7720 - mean_absolute_error: 42.2350 - val_loss: 8375.3948 - val_mean_absolute_error: 67.2779 Epoch 2097/5000 148/148 [==============================] - 0s 34us/step - loss: 3683.4653 - mean_absolute_error: 42.2271 - val_loss: 8373.8934 - val_mean_absolute_error: 67.2693 Epoch 2098/5000 148/148 [==============================] - 0s 27us/step - loss: 3682.1377 - mean_absolute_error: 42.2188 - val_loss: 8372.3848 - val_mean_absolute_error: 67.2609 Epoch 2099/5000 148/148 [==============================] - 0s 27us/step - loss: 3680.8472 - mean_absolute_error: 42.2108 - val_loss: 8370.9122 - val_mean_absolute_error: 67.2526 Epoch 2100/5000 148/148 [==============================] - 0s 27us/step - loss: 3679.5354 - mean_absolute_error: 42.2029 - val_loss: 8369.4903 - val_mean_absolute_error: 67.2450 Epoch 2101/5000 148/148 [==============================] - 0s 41us/step - loss: 3678.2275 - mean_absolute_error: 42.1954 - val_loss: 8368.0906 - val_mean_absolute_error: 67.2381 Epoch 2102/5000 148/148 [==============================] - 0s 27us/step - loss: 3676.8948 - mean_absolute_error: 42.1878 - val_loss: 8366.6431 - val_mean_absolute_error: 67.2312 Epoch 2103/5000 148/148 [==============================] - 0s 34us/step - loss: 3675.5696 - mean_absolute_error: 42.1802 - val_loss: 8365.2058 - val_mean_absolute_error: 67.2231 Epoch 2104/5000 148/148 [==============================] - 0s 27us/step - loss: 3674.2065 - mean_absolute_error: 42.1718 - val_loss: 8363.7789 - val_mean_absolute_error: 67.2159 Epoch 2105/5000 148/148 [==============================] - 0s 27us/step - loss: 3672.8813 - mean_absolute_error: 42.1635 - val_loss: 8362.2626 - val_mean_absolute_error: 67.2084 Epoch 2106/5000 148/148 [==============================] - 0s 41us/step - loss: 3671.5571 - mean_absolute_error: 42.1554 - val_loss: 8360.6734 - val_mean_absolute_error: 67.2008 Epoch 2107/5000 148/148 [==============================] - 0s 20us/step - loss: 3670.2119 - mean_absolute_error: 42.1475 - val_loss: 8359.0934 - val_mean_absolute_error: 67.1933 Epoch 2108/5000 148/148 [==============================] - 0s 27us/step - loss: 3668.8408 - mean_absolute_error: 42.1396 - val_loss: 8357.6995 - val_mean_absolute_error: 67.1854 Epoch 2109/5000 148/148 [==============================] - 0s 34us/step - loss: 3667.4878 - mean_absolute_error: 42.1312 - val_loss: 8356.3459 - val_mean_absolute_error: 67.1780 Epoch 2110/5000 148/148 [==============================] - 0s 27us/step - loss: 3666.1353 - mean_absolute_error: 42.1229 - val_loss: 8354.9720 - val_mean_absolute_error: 67.1709 Epoch 2111/5000 148/148 [==============================] - 0s 34us/step - loss: 3664.8206 - mean_absolute_error: 42.1149 - val_loss: 8353.5687 - val_mean_absolute_error: 67.1622 Epoch 2112/5000 148/148 [==============================] - 0s 34us/step - loss: 3663.4543 - mean_absolute_error: 42.1061 - val_loss: 8352.1758 - val_mean_absolute_error: 67.1545 Epoch 2113/5000 148/148 [==============================] - 0s 27us/step - loss: 3662.1035 - mean_absolute_error: 42.0976 - val_loss: 8350.7528 - val_mean_absolute_error: 67.1470 Epoch 2114/5000 148/148 [==============================] - 0s 27us/step - loss: 3660.7495 - mean_absolute_error: 42.0895 - val_loss: 8349.3158 - val_mean_absolute_error: 67.1398 Epoch 2115/5000 148/148 [==============================] - 0s 34us/step - loss: 3659.3872 - mean_absolute_error: 42.0814 - val_loss: 8347.9038 - val_mean_absolute_error: 67.1332 Epoch 2116/5000 148/148 [==============================] - 0s 27us/step - loss: 3658.0273 - mean_absolute_error: 42.0737 - val_loss: 8346.5481 - val_mean_absolute_error: 67.1281 Epoch 2117/5000 148/148 [==============================] - 0s 27us/step - loss: 3656.7639 - mean_absolute_error: 42.0670 - val_loss: 8345.1950 - val_mean_absolute_error: 67.1216 Epoch 2118/5000 148/148 [==============================] - 0s 34us/step - loss: 3655.3662 - mean_absolute_error: 42.0585 - val_loss: 8343.7365 - val_mean_absolute_error: 67.1131 Epoch 2119/5000 148/148 [==============================] - 0s 27us/step - loss: 3654.0930 - mean_absolute_error: 42.0494 - val_loss: 8342.3007 - val_mean_absolute_error: 67.1054 Epoch 2120/5000 148/148 [==============================] - 0s 34us/step - loss: 3652.8826 - mean_absolute_error: 42.0411 - val_loss: 8340.8282 - val_mean_absolute_error: 67.0980 Epoch 2121/5000 148/148 [==============================] - 0s 27us/step - loss: 3651.6650 - mean_absolute_error: 42.0332 - val_loss: 8339.4074 - val_mean_absolute_error: 67.0914 Epoch 2122/5000 148/148 [==============================] - 0s 27us/step - loss: 3650.4333 - mean_absolute_error: 42.0255 - val_loss: 8337.9919 - val_mean_absolute_error: 67.0852 Epoch 2123/5000 148/148 [==============================] - 0s 27us/step - loss: 3649.1833 - mean_absolute_error: 42.0180 - val_loss: 8336.5669 - val_mean_absolute_error: 67.0791 Epoch 2124/5000 148/148 [==============================] - 0s 27us/step - loss: 3647.9202 - mean_absolute_error: 42.0107 - val_loss: 8335.1209 - val_mean_absolute_error: 67.0732 Epoch 2125/5000 148/148 [==============================] - 0s 34us/step - loss: 3646.6482 - mean_absolute_error: 42.0034 - val_loss: 8333.5639 - val_mean_absolute_error: 67.0669 Epoch 2126/5000 148/148 [==============================] - 0s 27us/step - loss: 3645.3662 - mean_absolute_error: 41.9962 - val_loss: 8332.0069 - val_mean_absolute_error: 67.0608 Epoch 2127/5000 148/148 [==============================] - 0s 34us/step - loss: 3644.1697 - mean_absolute_error: 41.9895 - val_loss: 8330.5469 - val_mean_absolute_error: 67.0538 Epoch 2128/5000 148/148 [==============================] - 0s 27us/step - loss: 3642.9446 - mean_absolute_error: 41.9818 - val_loss: 8329.2015 - val_mean_absolute_error: 67.0463 Epoch 2129/5000 148/148 [==============================] - 0s 34us/step - loss: 3641.6072 - mean_absolute_error: 41.9727 - val_loss: 8327.9807 - val_mean_absolute_error: 67.0382 Epoch 2130/5000 148/148 [==============================] - 0s 34us/step - loss: 3640.4004 - mean_absolute_error: 41.9634 - val_loss: 8326.7483 - val_mean_absolute_error: 67.0306 Epoch 2131/5000 148/148 [==============================] - 0s 34us/step - loss: 3639.1782 - mean_absolute_error: 41.9546 - val_loss: 8325.4860 - val_mean_absolute_error: 67.0237 Epoch 2132/5000 148/148 [==============================] - 0s 27us/step - loss: 3637.9526 - mean_absolute_error: 41.9461 - val_loss: 8324.1507 - val_mean_absolute_error: 67.0171 Epoch 2133/5000 148/148 [==============================] - 0s 27us/step - loss: 3636.7102 - mean_absolute_error: 41.9379 - val_loss: 8322.7619 - val_mean_absolute_error: 67.0107 Epoch 2134/5000 148/148 [==============================] - 0s 27us/step - loss: 3635.4565 - mean_absolute_error: 41.9300 - val_loss: 8321.4293 - val_mean_absolute_error: 67.0051 Epoch 2135/5000 148/148 [==============================] - 0s 34us/step - loss: 3634.1973 - mean_absolute_error: 41.9223 - val_loss: 8320.0954 - val_mean_absolute_error: 66.9996 Epoch 2136/5000 148/148 [==============================] - 0s 34us/step - loss: 3632.9248 - mean_absolute_error: 41.9149 - val_loss: 8318.7589 - val_mean_absolute_error: 66.9941 Epoch 2137/5000 148/148 [==============================] - 0s 27us/step - loss: 3631.6604 - mean_absolute_error: 41.9078 - val_loss: 8317.3695 - val_mean_absolute_error: 66.9882 Epoch 2138/5000 148/148 [==============================] - 0s 27us/step - loss: 3630.3960 - mean_absolute_error: 41.9005 - val_loss: 8315.9042 - val_mean_absolute_error: 66.9820 Epoch 2139/5000 148/148 [==============================] - 0s 27us/step - loss: 3629.1406 - mean_absolute_error: 41.8932 - val_loss: 8314.2759 - val_mean_absolute_error: 66.9750 Epoch 2140/5000 148/148 [==============================] - 0s 41us/step - loss: 3627.8918 - mean_absolute_error: 41.8853 - val_loss: 8312.6074 - val_mean_absolute_error: 66.9679 Epoch 2141/5000 148/148 [==============================] - 0s 34us/step - loss: 3626.6758 - mean_absolute_error: 41.8771 - val_loss: 8311.1693 - val_mean_absolute_error: 66.9608 Epoch 2142/5000 148/148 [==============================] - 0s 34us/step - loss: 3625.4460 - mean_absolute_error: 41.8685 - val_loss: 8309.6968 - val_mean_absolute_error: 66.9538 Epoch 2143/5000 148/148 [==============================] - 0s 27us/step - loss: 3624.2275 - mean_absolute_error: 41.8602 - val_loss: 8308.3515 - val_mean_absolute_error: 66.9466 Epoch 2144/5000 148/148 [==============================] - 0s 34us/step - loss: 3623.0305 - mean_absolute_error: 41.8518 - val_loss: 8307.0014 - val_mean_absolute_error: 66.9397 Epoch 2145/5000 148/148 [==============================] - 0s 34us/step - loss: 3621.7998 - mean_absolute_error: 41.8438 - val_loss: 8305.6876 - val_mean_absolute_error: 66.9335 Epoch 2146/5000 148/148 [==============================] - 0s 34us/step - loss: 3620.5649 - mean_absolute_error: 41.8361 - val_loss: 8304.3360 - val_mean_absolute_error: 66.9274 Epoch 2147/5000 148/148 [==============================] - 0s 27us/step - loss: 3619.3213 - mean_absolute_error: 41.8287 - val_loss: 8302.9645 - val_mean_absolute_error: 66.9214 Epoch 2148/5000 148/148 [==============================] - 0s 27us/step - loss: 3618.1106 - mean_absolute_error: 41.8216 - val_loss: 8301.5562 - val_mean_absolute_error: 66.9141 Epoch 2149/5000 148/148 [==============================] - 0s 34us/step - loss: 3616.8923 - mean_absolute_error: 41.8137 - val_loss: 8300.0675 - val_mean_absolute_error: 66.9065 Epoch 2150/5000 148/148 [==============================] - 0s 27us/step - loss: 3615.6584 - mean_absolute_error: 41.8058 - val_loss: 8298.6480 - val_mean_absolute_error: 66.9000 Epoch 2151/5000 148/148 [==============================] - 0s 27us/step - loss: 3614.4155 - mean_absolute_error: 41.7975 - val_loss: 8297.2518 - val_mean_absolute_error: 66.8941 Epoch 2152/5000 148/148 [==============================] - 0s 27us/step - loss: 3613.1960 - mean_absolute_error: 41.7896 - val_loss: 8295.9803 - val_mean_absolute_error: 66.8876 Epoch 2153/5000 148/148 [==============================] - 0s 27us/step - loss: 3611.9868 - mean_absolute_error: 41.7815 - val_loss: 8294.6347 - val_mean_absolute_error: 66.8812 Epoch 2154/5000 148/148 [==============================] - 0s 47us/step - loss: 3610.7715 - mean_absolute_error: 41.7735 - val_loss: 8293.2519 - val_mean_absolute_error: 66.8749 Epoch 2155/5000 148/148 [==============================] - 0s 27us/step - loss: 3609.5481 - mean_absolute_error: 41.7655 - val_loss: 8291.8742 - val_mean_absolute_error: 66.8688 Epoch 2156/5000 148/148 [==============================] - 0s 27us/step - loss: 3608.3462 - mean_absolute_error: 41.7577 - val_loss: 8290.6516 - val_mean_absolute_error: 66.8622 Epoch 2157/5000 148/148 [==============================] - 0s 27us/step - loss: 3607.1040 - mean_absolute_error: 41.7492 - val_loss: 8289.6160 - val_mean_absolute_error: 66.8552 Epoch 2158/5000 148/148 [==============================] - 0s 27us/step - loss: 3605.8889 - mean_absolute_error: 41.7404 - val_loss: 8288.7010 - val_mean_absolute_error: 66.8498 Epoch 2159/5000 148/148 [==============================] - 0s 34us/step - loss: 3604.6748 - mean_absolute_error: 41.7321 - val_loss: 8287.7132 - val_mean_absolute_error: 66.8443 Epoch 2160/5000 148/148 [==============================] - 0s 34us/step - loss: 3603.4473 - mean_absolute_error: 41.7240 - val_loss: 8286.6950 - val_mean_absolute_error: 66.8391 Epoch 2161/5000 148/148 [==============================] - 0s 34us/step - loss: 3602.2302 - mean_absolute_error: 41.7162 - val_loss: 8285.5344 - val_mean_absolute_error: 66.8332 Epoch 2162/5000 148/148 [==============================] - 0s 34us/step - loss: 3601.0115 - mean_absolute_error: 41.7082 - val_loss: 8284.2091 - val_mean_absolute_error: 66.8264 Epoch 2163/5000 148/148 [==============================] - 0s 27us/step - loss: 3599.7854 - mean_absolute_error: 41.6997 - val_loss: 8282.8036 - val_mean_absolute_error: 66.8194 Epoch 2164/5000 148/148 [==============================] - 0s 27us/step - loss: 3598.5618 - mean_absolute_error: 41.6912 - val_loss: 8281.2891 - val_mean_absolute_error: 66.8119 Epoch 2165/5000 148/148 [==============================] - 0s 41us/step - loss: 3597.3796 - mean_absolute_error: 41.6828 - val_loss: 8279.8508 - val_mean_absolute_error: 66.8033 Epoch 2166/5000 148/148 [==============================] - 0s 27us/step - loss: 3596.1262 - mean_absolute_error: 41.6735 - val_loss: 8278.5231 - val_mean_absolute_error: 66.7940 Epoch 2167/5000 148/148 [==============================] - 0s 20us/step - loss: 3594.9497 - mean_absolute_error: 41.6642 - val_loss: 8277.3338 - val_mean_absolute_error: 66.7864 Epoch 2168/5000 148/148 [==============================] - 0s 27us/step - loss: 3593.7664 - mean_absolute_error: 41.6554 - val_loss: 8276.1689 - val_mean_absolute_error: 66.7797 Epoch 2169/5000 148/148 [==============================] - 0s 27us/step - loss: 3592.5747 - mean_absolute_error: 41.6470 - val_loss: 8274.9323 - val_mean_absolute_error: 66.7735 Epoch 2170/5000 148/148 [==============================] - 0s 27us/step - loss: 3591.3931 - mean_absolute_error: 41.6391 - val_loss: 8273.6955 - val_mean_absolute_error: 66.7679 Epoch 2171/5000 148/148 [==============================] - 0s 41us/step - loss: 3590.2275 - mean_absolute_error: 41.6317 - val_loss: 8272.4443 - val_mean_absolute_error: 66.7627 Epoch 2172/5000 148/148 [==============================] - 0s 27us/step - loss: 3589.0439 - mean_absolute_error: 41.6245 - val_loss: 8271.1454 - val_mean_absolute_error: 66.7572 Epoch 2173/5000 148/148 [==============================] - 0s 27us/step - loss: 3587.8616 - mean_absolute_error: 41.6175 - val_loss: 8269.8754 - val_mean_absolute_error: 66.7521 Epoch 2174/5000 148/148 [==============================] - 0s 27us/step - loss: 3586.6753 - mean_absolute_error: 41.6109 - val_loss: 8268.5764 - val_mean_absolute_error: 66.7471 Epoch 2175/5000 148/148 [==============================] - 0s 34us/step - loss: 3585.5764 - mean_absolute_error: 41.6044 - val_loss: 8267.4627 - val_mean_absolute_error: 66.7420 Epoch 2176/5000 148/148 [==============================] - 0s 27us/step - loss: 3584.4316 - mean_absolute_error: 41.5968 - val_loss: 8266.3414 - val_mean_absolute_error: 66.7354 Epoch 2177/5000 148/148 [==============================] - 0s 27us/step - loss: 3583.2349 - mean_absolute_error: 41.5881 - val_loss: 8265.2067 - val_mean_absolute_error: 66.7291 Epoch 2178/5000 148/148 [==============================] - 0s 41us/step - loss: 3582.0913 - mean_absolute_error: 41.5797 - val_loss: 8263.9926 - val_mean_absolute_error: 66.7226 Epoch 2179/5000 148/148 [==============================] - 0s 27us/step - loss: 3580.9758 - mean_absolute_error: 41.5718 - val_loss: 8262.8407 - val_mean_absolute_error: 66.7171 Epoch 2180/5000 148/148 [==============================] - 0s 41us/step - loss: 3579.8508 - mean_absolute_error: 41.5640 - val_loss: 8261.7000 - val_mean_absolute_error: 66.7118 Epoch 2181/5000 148/148 [==============================] - 0s 34us/step - loss: 3578.7395 - mean_absolute_error: 41.5564 - val_loss: 8260.6817 - val_mean_absolute_error: 66.7059 Epoch 2182/5000 148/148 [==============================] - 0s 34us/step - loss: 3577.5955 - mean_absolute_error: 41.5482 - val_loss: 8259.6102 - val_mean_absolute_error: 66.6999 Epoch 2183/5000 148/148 [==============================] - 0s 27us/step - loss: 3576.4641 - mean_absolute_error: 41.5402 - val_loss: 8258.6268 - val_mean_absolute_error: 66.6929 Epoch 2184/5000 148/148 [==============================] - 0s 27us/step - loss: 3575.3530 - mean_absolute_error: 41.5319 - val_loss: 8257.6144 - val_mean_absolute_error: 66.6863 Epoch 2185/5000 148/148 [==============================] - 0s 27us/step - loss: 3574.2424 - mean_absolute_error: 41.5239 - val_loss: 8256.5681 - val_mean_absolute_error: 66.6799 Epoch 2186/5000 148/148 [==============================] - 0s 34us/step - loss: 3573.1301 - mean_absolute_error: 41.5159 - val_loss: 8255.5367 - val_mean_absolute_error: 66.6743 Epoch 2187/5000 148/148 [==============================] - 0s 47us/step - loss: 3572.0186 - mean_absolute_error: 41.5084 - val_loss: 8254.3639 - val_mean_absolute_error: 66.6681 Epoch 2188/5000 148/148 [==============================] - 0s 41us/step - loss: 3570.9004 - mean_absolute_error: 41.5006 - val_loss: 8253.0657 - val_mean_absolute_error: 66.6616 Epoch 2189/5000 148/148 [==============================] - 0s 41us/step - loss: 3569.7673 - mean_absolute_error: 41.4925 - val_loss: 8251.6732 - val_mean_absolute_error: 66.6548 Epoch 2190/5000 148/148 [==============================] - 0s 34us/step - loss: 3568.6631 - mean_absolute_error: 41.4848 - val_loss: 8250.2654 - val_mean_absolute_error: 66.6486 Epoch 2191/5000 148/148 [==============================] - 0s 27us/step - loss: 3567.5925 - mean_absolute_error: 41.4776 - val_loss: 8248.9970 - val_mean_absolute_error: 66.6422 Epoch 2192/5000 148/148 [==============================] - 0s 34us/step - loss: 3566.4585 - mean_absolute_error: 41.4697 - val_loss: 8247.8448 - val_mean_absolute_error: 66.6351 Epoch 2193/5000 148/148 [==============================] - 0s 34us/step - loss: 3565.3635 - mean_absolute_error: 41.4616 - val_loss: 8246.6995 - val_mean_absolute_error: 66.6280 Epoch 2194/5000 148/148 [==============================] - 0s 27us/step - loss: 3564.2656 - mean_absolute_error: 41.4538 - val_loss: 8245.6501 - val_mean_absolute_error: 66.6216 Epoch 2195/5000 148/148 [==============================] - 0s 34us/step - loss: 3563.1677 - mean_absolute_error: 41.4462 - val_loss: 8244.5721 - val_mean_absolute_error: 66.6154 Epoch 2196/5000 148/148 [==============================] - 0s 34us/step - loss: 3562.0806 - mean_absolute_error: 41.4387 - val_loss: 8243.5197 - val_mean_absolute_error: 66.6100 Epoch 2197/5000 148/148 [==============================] - 0s 34us/step - loss: 3560.9971 - mean_absolute_error: 41.4314 - val_loss: 8242.3555 - val_mean_absolute_error: 66.6044 Epoch 2198/5000 148/148 [==============================] - 0s 34us/step - loss: 3559.8953 - mean_absolute_error: 41.4235 - val_loss: 8241.1305 - val_mean_absolute_error: 66.5989 Epoch 2199/5000 148/148 [==============================] - 0s 27us/step - loss: 3558.7830 - mean_absolute_error: 41.4153 - val_loss: 8239.8826 - val_mean_absolute_error: 66.5935 Epoch 2200/5000 148/148 [==============================] - 0s 27us/step - loss: 3557.7095 - mean_absolute_error: 41.4071 - val_loss: 8238.7978 - val_mean_absolute_error: 66.5878 Epoch 2201/5000 148/148 [==============================] - 0s 34us/step - loss: 3556.6135 - mean_absolute_error: 41.3985 - val_loss: 8237.8543 - val_mean_absolute_error: 66.5814 Epoch 2202/5000 148/148 [==============================] - 0s 27us/step - loss: 3555.5022 - mean_absolute_error: 41.3895 - val_loss: 8236.8279 - val_mean_absolute_error: 66.5744 Epoch 2203/5000 148/148 [==============================] - 0s 34us/step - loss: 3554.4180 - mean_absolute_error: 41.3809 - val_loss: 8235.7648 - val_mean_absolute_error: 66.5681 Epoch 2204/5000 148/148 [==============================] - 0s 34us/step - loss: 3553.3298 - mean_absolute_error: 41.3728 - val_loss: 8234.6952 - val_mean_absolute_error: 66.5624 Epoch 2205/5000 148/148 [==============================] - 0s 41us/step - loss: 3552.2310 - mean_absolute_error: 41.3649 - val_loss: 8233.5797 - val_mean_absolute_error: 66.5568 Epoch 2206/5000 148/148 [==============================] - 0s 34us/step - loss: 3551.1211 - mean_absolute_error: 41.3572 - val_loss: 8232.5279 - val_mean_absolute_error: 66.5522 Epoch 2207/5000 148/148 [==============================] - 0s 27us/step - loss: 3550.0103 - mean_absolute_error: 41.3499 - val_loss: 8231.5700 - val_mean_absolute_error: 66.5467 Epoch 2208/5000 148/148 [==============================] - 0s 27us/step - loss: 3548.8999 - mean_absolute_error: 41.3420 - val_loss: 8230.7542 - val_mean_absolute_error: 66.5406 Epoch 2209/5000 148/148 [==============================] - 0s 27us/step - loss: 3547.8130 - mean_absolute_error: 41.3337 - val_loss: 8229.8388 - val_mean_absolute_error: 66.5345 Epoch 2210/5000 148/148 [==============================] - 0s 27us/step - loss: 3546.7256 - mean_absolute_error: 41.3255 - val_loss: 8228.9641 - val_mean_absolute_error: 66.5293 Epoch 2211/5000 148/148 [==============================] - 0s 41us/step - loss: 3545.6255 - mean_absolute_error: 41.3175 - val_loss: 8227.9608 - val_mean_absolute_error: 66.5238 Epoch 2212/5000 148/148 [==============================] - 0s 34us/step - loss: 3544.5198 - mean_absolute_error: 41.3091 - val_loss: 8226.8123 - val_mean_absolute_error: 66.5179 Epoch 2213/5000 148/148 [==============================] - 0s 41us/step - loss: 3543.4009 - mean_absolute_error: 41.3004 - val_loss: 8225.6461 - val_mean_absolute_error: 66.5125 Epoch 2214/5000 148/148 [==============================] - 0s 41us/step - loss: 3542.3013 - mean_absolute_error: 41.2918 - val_loss: 8224.4941 - val_mean_absolute_error: 66.5075 Epoch 2215/5000 148/148 [==============================] - 0s 41us/step - loss: 3541.1755 - mean_absolute_error: 41.2833 - val_loss: 8223.3447 - val_mean_absolute_error: 66.5028 Epoch 2216/5000 148/148 [==============================] - 0s 27us/step - loss: 3540.0803 - mean_absolute_error: 41.2752 - val_loss: 8222.3040 - val_mean_absolute_error: 66.4976 Epoch 2217/5000 148/148 [==============================] - 0s 27us/step - loss: 3539.0024 - mean_absolute_error: 41.2670 - val_loss: 8221.2986 - val_mean_absolute_error: 66.4914 Epoch 2218/5000 148/148 [==============================] - 0s 34us/step - loss: 3537.8789 - mean_absolute_error: 41.2580 - val_loss: 8220.2467 - val_mean_absolute_error: 66.4851 Epoch 2219/5000 148/148 [==============================] - 0s 41us/step - loss: 3536.7944 - mean_absolute_error: 41.2496 - val_loss: 8219.1077 - val_mean_absolute_error: 66.4786 Epoch 2220/5000 148/148 [==============================] - 0s 41us/step - loss: 3535.6982 - mean_absolute_error: 41.2413 - val_loss: 8217.9732 - val_mean_absolute_error: 66.4726 Epoch 2221/5000 148/148 [==============================] - 0s 54us/step - loss: 3534.5908 - mean_absolute_error: 41.2334 - val_loss: 8216.8425 - val_mean_absolute_error: 66.4666 Epoch 2222/5000 148/148 [==============================] - 0s 34us/step - loss: 3533.4961 - mean_absolute_error: 41.2255 - val_loss: 8215.6489 - val_mean_absolute_error: 66.4605 Epoch 2223/5000 148/148 [==============================] - 0s 34us/step - loss: 3532.4014 - mean_absolute_error: 41.2179 - val_loss: 8214.6390 - val_mean_absolute_error: 66.4561 Epoch 2224/5000 148/148 [==============================] - 0s 20us/step - loss: 3531.3320 - mean_absolute_error: 41.2106 - val_loss: 8213.5790 - val_mean_absolute_error: 66.4500 Epoch 2225/5000 148/148 [==============================] - 0s 27us/step - loss: 3530.2080 - mean_absolute_error: 41.2018 - val_loss: 8212.5991 - val_mean_absolute_error: 66.4435 Epoch 2226/5000 148/148 [==============================] - 0s 27us/step - loss: 3529.1174 - mean_absolute_error: 41.1930 - val_loss: 8211.5521 - val_mean_absolute_error: 66.4370 Epoch 2227/5000 148/148 [==============================] - 0s 27us/step - loss: 3528.0195 - mean_absolute_error: 41.1844 - val_loss: 8210.4547 - val_mean_absolute_error: 66.4308 Epoch 2228/5000 148/148 [==============================] - 0s 27us/step - loss: 3526.9219 - mean_absolute_error: 41.1761 - val_loss: 8209.4104 - val_mean_absolute_error: 66.4252 Epoch 2229/5000 148/148 [==============================] - 0s 41us/step - loss: 3525.8391 - mean_absolute_error: 41.1681 - val_loss: 8208.3058 - val_mean_absolute_error: 66.4197 Epoch 2230/5000 148/148 [==============================] - 0s 34us/step - loss: 3524.7375 - mean_absolute_error: 41.1597 - val_loss: 8207.0637 - val_mean_absolute_error: 66.4137 Epoch 2231/5000 148/148 [==============================] - 0s 27us/step - loss: 3523.6411 - mean_absolute_error: 41.1512 - val_loss: 8205.8547 - val_mean_absolute_error: 66.4085 Epoch 2232/5000 148/148 [==============================] - 0s 27us/step - loss: 3522.5537 - mean_absolute_error: 41.1431 - val_loss: 8204.8039 - val_mean_absolute_error: 66.4048 Epoch 2233/5000 148/148 [==============================] - 0s 95us/step - loss: 3521.4517 - mean_absolute_error: 41.1355 - val_loss: 8203.8664 - val_mean_absolute_error: 66.4005 Epoch 2234/5000 148/148 [==============================] - 0s 34us/step - loss: 3520.3674 - mean_absolute_error: 41.1276 - val_loss: 8203.0056 - val_mean_absolute_error: 66.3953 Epoch 2235/5000 148/148 [==============================] - 0s 27us/step - loss: 3519.3130 - mean_absolute_error: 41.1197 - val_loss: 8202.0534 - val_mean_absolute_error: 66.3898 Epoch 2236/5000 148/148 [==============================] - 0s 27us/step - loss: 3518.2397 - mean_absolute_error: 41.1122 - val_loss: 8201.0538 - val_mean_absolute_error: 66.3843 Epoch 2237/5000 148/148 [==============================] - 0s 27us/step - loss: 3517.1475 - mean_absolute_error: 41.1049 - val_loss: 8200.0054 - val_mean_absolute_error: 66.3789 Epoch 2238/5000 148/148 [==============================] - 0s 27us/step - loss: 3516.0554 - mean_absolute_error: 41.0978 - val_loss: 8199.0266 - val_mean_absolute_error: 66.3741 Epoch 2239/5000 148/148 [==============================] - 0s 20us/step - loss: 3514.9810 - mean_absolute_error: 41.0910 - val_loss: 8197.9540 - val_mean_absolute_error: 66.3691 Epoch 2240/5000 148/148 [==============================] - 0s 27us/step - loss: 3513.9160 - mean_absolute_error: 41.0839 - val_loss: 8196.9265 - val_mean_absolute_error: 66.3632 Epoch 2241/5000 148/148 [==============================] - 0s 41us/step - loss: 3512.7969 - mean_absolute_error: 41.0758 - val_loss: 8195.8089 - val_mean_absolute_error: 66.3573 Epoch 2242/5000 148/148 [==============================] - 0s 27us/step - loss: 3511.7290 - mean_absolute_error: 41.0680 - val_loss: 8194.7220 - val_mean_absolute_error: 66.3521 Epoch 2243/5000 148/148 [==============================] - 0s 27us/step - loss: 3510.6729 - mean_absolute_error: 41.0605 - val_loss: 8193.6213 - val_mean_absolute_error: 66.3454 Epoch 2244/5000 148/148 [==============================] - 0s 20us/step - loss: 3509.6111 - mean_absolute_error: 41.0526 - val_loss: 8192.5464 - val_mean_absolute_error: 66.3397 Epoch 2245/5000 148/148 [==============================] - 0s 27us/step - loss: 3508.5327 - mean_absolute_error: 41.0450 - val_loss: 8191.5761 - val_mean_absolute_error: 66.3352 Epoch 2246/5000 148/148 [==============================] - 0s 27us/step - loss: 3507.4407 - mean_absolute_error: 41.0376 - val_loss: 8190.5820 - val_mean_absolute_error: 66.3304 Epoch 2247/5000 148/148 [==============================] - 0s 20us/step - loss: 3506.3606 - mean_absolute_error: 41.0304 - val_loss: 8189.6117 - val_mean_absolute_error: 66.3257 Epoch 2248/5000 148/148 [==============================] - 0s 27us/step - loss: 3505.3474 - mean_absolute_error: 41.0237 - val_loss: 8188.6803 - val_mean_absolute_error: 66.3200 Epoch 2249/5000 148/148 [==============================] - 0s 20us/step - loss: 3504.2476 - mean_absolute_error: 41.0157 - val_loss: 8187.8702 - val_mean_absolute_error: 66.3141 Epoch 2250/5000 148/148 [==============================] - 0s 20us/step - loss: 3503.1743 - mean_absolute_error: 41.0073 - val_loss: 8186.9771 - val_mean_absolute_error: 66.3081 Epoch 2251/5000 148/148 [==============================] - 0s 20us/step - loss: 3502.1084 - mean_absolute_error: 40.9994 - val_loss: 8186.1312 - val_mean_absolute_error: 66.3027 Epoch 2252/5000 148/148 [==============================] - 0s 20us/step - loss: 3501.0420 - mean_absolute_error: 40.9916 - val_loss: 8185.2238 - val_mean_absolute_error: 66.2971 Epoch 2253/5000 148/148 [==============================] - 0s 20us/step - loss: 3499.9663 - mean_absolute_error: 40.9841 - val_loss: 8184.3170 - val_mean_absolute_error: 66.2921 Epoch 2254/5000 148/148 [==============================] - 0s 20us/step - loss: 3498.8950 - mean_absolute_error: 40.9769 - val_loss: 8183.2576 - val_mean_absolute_error: 66.2863 Epoch 2255/5000 148/148 [==============================] - 0s 20us/step - loss: 3497.8125 - mean_absolute_error: 40.9693 - val_loss: 8182.2420 - val_mean_absolute_error: 66.2815 Epoch 2256/5000 148/148 [==============================] - 0s 20us/step - loss: 3496.7378 - mean_absolute_error: 40.9621 - val_loss: 8181.1461 - val_mean_absolute_error: 66.2765 Epoch 2257/5000 148/148 [==============================] - 0s 20us/step - loss: 3495.6650 - mean_absolute_error: 40.9549 - val_loss: 8180.0390 - val_mean_absolute_error: 66.2717 Epoch 2258/5000 148/148 [==============================] - 0s 20us/step - loss: 3494.5920 - mean_absolute_error: 40.9475 - val_loss: 8179.0701 - val_mean_absolute_error: 66.2664 Epoch 2259/5000 148/148 [==============================] - 0s 20us/step - loss: 3493.5166 - mean_absolute_error: 40.9397 - val_loss: 8178.0632 - val_mean_absolute_error: 66.2609 Epoch 2260/5000 148/148 [==============================] - 0s 20us/step - loss: 3492.4658 - mean_absolute_error: 40.9322 - val_loss: 8176.9331 - val_mean_absolute_error: 66.2551 Epoch 2261/5000 148/148 [==============================] - 0s 20us/step - loss: 3491.4490 - mean_absolute_error: 40.9249 - val_loss: 8175.9014 - val_mean_absolute_error: 66.2485 Epoch 2262/5000 148/148 [==============================] - 0s 20us/step - loss: 3490.3867 - mean_absolute_error: 40.9172 - val_loss: 8174.8759 - val_mean_absolute_error: 66.2423 Epoch 2263/5000 148/148 [==============================] - 0s 20us/step - loss: 3489.3540 - mean_absolute_error: 40.9098 - val_loss: 8173.9377 - val_mean_absolute_error: 66.2372 Epoch 2264/5000 148/148 [==============================] - 0s 27us/step - loss: 3488.3176 - mean_absolute_error: 40.9026 - val_loss: 8172.9573 - val_mean_absolute_error: 66.2321 Epoch 2265/5000 148/148 [==============================] - 0s 20us/step - loss: 3487.2881 - mean_absolute_error: 40.8955 - val_loss: 8172.0065 - val_mean_absolute_error: 66.2261 Epoch 2266/5000 148/148 [==============================] - 0s 20us/step - loss: 3486.2466 - mean_absolute_error: 40.8878 - val_loss: 8170.9905 - val_mean_absolute_error: 66.2199 Epoch 2267/5000 148/148 [==============================] - 0s 20us/step - loss: 3485.2043 - mean_absolute_error: 40.8803 - val_loss: 8169.8925 - val_mean_absolute_error: 66.2131 Epoch 2268/5000 148/148 [==============================] - 0s 20us/step - loss: 3484.1790 - mean_absolute_error: 40.8727 - val_loss: 8168.6812 - val_mean_absolute_error: 66.2055 Epoch 2269/5000 148/148 [==============================] - 0s 20us/step - loss: 3483.1353 - mean_absolute_error: 40.8649 - val_loss: 8167.5107 - val_mean_absolute_error: 66.1989 Epoch 2270/5000 148/148 [==============================] - 0s 27us/step - loss: 3482.0879 - mean_absolute_error: 40.8573 - val_loss: 8166.3349 - val_mean_absolute_error: 66.1926 Epoch 2271/5000 148/148 [==============================] - 0s 20us/step - loss: 3481.0703 - mean_absolute_error: 40.8500 - val_loss: 8165.2852 - val_mean_absolute_error: 66.1857 Epoch 2272/5000 148/148 [==============================] - 0s 27us/step - loss: 3480.0254 - mean_absolute_error: 40.8422 - val_loss: 8164.3089 - val_mean_absolute_error: 66.1779 Epoch 2273/5000 148/148 [==============================] - 0s 20us/step - loss: 3478.9780 - mean_absolute_error: 40.8339 - val_loss: 8163.3774 - val_mean_absolute_error: 66.1712 Epoch 2274/5000 148/148 [==============================] - 0s 20us/step - loss: 3477.9475 - mean_absolute_error: 40.8259 - val_loss: 8162.4452 - val_mean_absolute_error: 66.1653 Epoch 2275/5000 148/148 [==============================] - 0s 20us/step - loss: 3476.9351 - mean_absolute_error: 40.8183 - val_loss: 8161.4245 - val_mean_absolute_error: 66.1592 Epoch 2276/5000 148/148 [==============================] - 0s 27us/step - loss: 3475.9111 - mean_absolute_error: 40.8110 - val_loss: 8160.3418 - val_mean_absolute_error: 66.1532 Epoch 2277/5000 148/148 [==============================] - 0s 20us/step - loss: 3474.8674 - mean_absolute_error: 40.8039 - val_loss: 8159.3456 - val_mean_absolute_error: 66.1483 Epoch 2278/5000 148/148 [==============================] - 0s 20us/step - loss: 3473.8296 - mean_absolute_error: 40.7969 - val_loss: 8158.3118 - val_mean_absolute_error: 66.1431 Epoch 2279/5000 148/148 [==============================] - 0s 20us/step - loss: 3472.7964 - mean_absolute_error: 40.7900 - val_loss: 8157.2153 - val_mean_absolute_error: 66.1377 Epoch 2280/5000 148/148 [==============================] - 0s 20us/step - loss: 3471.8062 - mean_absolute_error: 40.7830 - val_loss: 8156.1237 - val_mean_absolute_error: 66.1310 Epoch 2281/5000 148/148 [==============================] - 0s 20us/step - loss: 3470.7571 - mean_absolute_error: 40.7747 - val_loss: 8155.1380 - val_mean_absolute_error: 66.1239 Epoch 2282/5000 148/148 [==============================] - 0s 20us/step - loss: 3469.7185 - mean_absolute_error: 40.7660 - val_loss: 8154.2746 - val_mean_absolute_error: 66.1184 Epoch 2283/5000 148/148 [==============================] - 0s 20us/step - loss: 3468.6958 - mean_absolute_error: 40.7576 - val_loss: 8153.4173 - val_mean_absolute_error: 66.1133 Epoch 2284/5000 148/148 [==============================] - 0s 20us/step - loss: 3467.6863 - mean_absolute_error: 40.7497 - val_loss: 8152.5047 - val_mean_absolute_error: 66.1078 Epoch 2285/5000 148/148 [==============================] - 0s 20us/step - loss: 3466.6636 - mean_absolute_error: 40.7420 - val_loss: 8151.5446 - val_mean_absolute_error: 66.1021 Epoch 2286/5000 148/148 [==============================] - 0s 27us/step - loss: 3465.6541 - mean_absolute_error: 40.7346 - val_loss: 8150.6169 - val_mean_absolute_error: 66.0972 Epoch 2287/5000 148/148 [==============================] - 0s 20us/step - loss: 3464.6094 - mean_absolute_error: 40.7274 - val_loss: 8149.7398 - val_mean_absolute_error: 66.0932 Epoch 2288/5000 148/148 [==============================] - 0s 20us/step - loss: 3463.5830 - mean_absolute_error: 40.7205 - val_loss: 8148.7752 - val_mean_absolute_error: 66.0885 Epoch 2289/5000 148/148 [==============================] - 0s 20us/step - loss: 3462.5708 - mean_absolute_error: 40.7137 - val_loss: 8147.8443 - val_mean_absolute_error: 66.0827 Epoch 2290/5000 148/148 [==============================] - 0s 20us/step - loss: 3461.5154 - mean_absolute_error: 40.7060 - val_loss: 8146.9949 - val_mean_absolute_error: 66.0761 Epoch 2291/5000 148/148 [==============================] - 0s 20us/step - loss: 3460.4561 - mean_absolute_error: 40.6976 - val_loss: 8146.0721 - val_mean_absolute_error: 66.0693 Epoch 2292/5000 148/148 [==============================] - 0s 27us/step - loss: 3459.4282 - mean_absolute_error: 40.6895 - val_loss: 8145.0914 - val_mean_absolute_error: 66.0623 Epoch 2293/5000 148/148 [==============================] - 0s 27us/step - loss: 3458.3977 - mean_absolute_error: 40.6816 - val_loss: 8144.0594 - val_mean_absolute_error: 66.0555 Epoch 2294/5000 148/148 [==============================] - 0s 27us/step - loss: 3457.3586 - mean_absolute_error: 40.6733 - val_loss: 8142.9662 - val_mean_absolute_error: 66.0489 Epoch 2295/5000 148/148 [==============================] - 0s 20us/step - loss: 3456.3105 - mean_absolute_error: 40.6648 - val_loss: 8141.9939 - val_mean_absolute_error: 66.0437 Epoch 2296/5000 148/148 [==============================] - 0s 20us/step - loss: 3455.2825 - mean_absolute_error: 40.6567 - val_loss: 8141.0540 - val_mean_absolute_error: 66.0390 Epoch 2297/5000 148/148 [==============================] - 0s 20us/step - loss: 3454.2446 - mean_absolute_error: 40.6489 - val_loss: 8140.0731 - val_mean_absolute_error: 66.0340 Epoch 2298/5000 148/148 [==============================] - 0s 27us/step - loss: 3453.2542 - mean_absolute_error: 40.6416 - val_loss: 8139.0890 - val_mean_absolute_error: 66.0275 Epoch 2299/5000 148/148 [==============================] - 0s 20us/step - loss: 3452.2085 - mean_absolute_error: 40.6336 - val_loss: 8138.1979 - val_mean_absolute_error: 66.0204 Epoch 2300/5000 148/148 [==============================] - 0s 27us/step - loss: 3451.1357 - mean_absolute_error: 40.6251 - val_loss: 8137.2976 - val_mean_absolute_error: 66.0135 Epoch 2301/5000 148/148 [==============================] - 0s 20us/step - loss: 3450.0986 - mean_absolute_error: 40.6172 - val_loss: 8136.3813 - val_mean_absolute_error: 66.0070 Epoch 2302/5000 148/148 [==============================] - 0s 20us/step - loss: 3449.0796 - mean_absolute_error: 40.6096 - val_loss: 8135.5162 - val_mean_absolute_error: 66.0013 Epoch 2303/5000 148/148 [==============================] - 0s 20us/step - loss: 3448.0449 - mean_absolute_error: 40.6019 - val_loss: 8134.6389 - val_mean_absolute_error: 65.9963 Epoch 2304/5000 148/148 [==============================] - 0s 20us/step - loss: 3446.9851 - mean_absolute_error: 40.5941 - val_loss: 8133.7145 - val_mean_absolute_error: 65.9912 Epoch 2305/5000 148/148 [==============================] - 0s 20us/step - loss: 3445.9487 - mean_absolute_error: 40.5864 - val_loss: 8132.6447 - val_mean_absolute_error: 65.9853 Epoch 2306/5000 148/148 [==============================] - 0s 20us/step - loss: 3444.9363 - mean_absolute_error: 40.5784 - val_loss: 8131.5385 - val_mean_absolute_error: 65.9775 Epoch 2307/5000 148/148 [==============================] - 0s 20us/step - loss: 3443.8755 - mean_absolute_error: 40.5691 - val_loss: 8130.4437 - val_mean_absolute_error: 65.9698 Epoch 2308/5000 148/148 [==============================] - 0s 27us/step - loss: 3442.8459 - mean_absolute_error: 40.5605 - val_loss: 8129.3029 - val_mean_absolute_error: 65.9619 Epoch 2309/5000 148/148 [==============================] - 0s 20us/step - loss: 3441.8318 - mean_absolute_error: 40.5524 - val_loss: 8128.1624 - val_mean_absolute_error: 65.9550 Epoch 2310/5000 148/148 [==============================] - 0s 20us/step - loss: 3440.8262 - mean_absolute_error: 40.5444 - val_loss: 8127.2444 - val_mean_absolute_error: 65.9485 Epoch 2311/5000 148/148 [==============================] - 0s 20us/step - loss: 3439.7727 - mean_absolute_error: 40.5358 - val_loss: 8126.3468 - val_mean_absolute_error: 65.9423 Epoch 2312/5000 148/148 [==============================] - 0s 20us/step - loss: 3438.7571 - mean_absolute_error: 40.5276 - val_loss: 8125.4555 - val_mean_absolute_error: 65.9362 Epoch 2313/5000 148/148 [==============================] - 0s 27us/step - loss: 3437.7397 - mean_absolute_error: 40.5197 - val_loss: 8124.4920 - val_mean_absolute_error: 65.9301 Epoch 2314/5000 148/148 [==============================] - 0s 20us/step - loss: 3436.7158 - mean_absolute_error: 40.5121 - val_loss: 8123.5916 - val_mean_absolute_error: 65.9231 Epoch 2315/5000 148/148 [==============================] - 0s 20us/step - loss: 3435.7192 - mean_absolute_error: 40.5038 - val_loss: 8122.7609 - val_mean_absolute_error: 65.9174 Epoch 2316/5000 148/148 [==============================] - 0s 27us/step - loss: 3434.7063 - mean_absolute_error: 40.4957 - val_loss: 8121.9843 - val_mean_absolute_error: 65.9123 Epoch 2317/5000 148/148 [==============================] - 0s 20us/step - loss: 3433.6653 - mean_absolute_error: 40.4877 - val_loss: 8121.2709 - val_mean_absolute_error: 65.9077 Epoch 2318/5000 148/148 [==============================] - 0s 20us/step - loss: 3432.6636 - mean_absolute_error: 40.4800 - val_loss: 8120.5083 - val_mean_absolute_error: 65.9025 Epoch 2319/5000 148/148 [==============================] - 0s 20us/step - loss: 3431.6755 - mean_absolute_error: 40.4725 - val_loss: 8119.6451 - val_mean_absolute_error: 65.8954 Epoch 2320/5000 148/148 [==============================] - 0s 20us/step - loss: 3430.6421 - mean_absolute_error: 40.4638 - val_loss: 8118.6771 - val_mean_absolute_error: 65.8883 Epoch 2321/5000 148/148 [==============================] - 0s 27us/step - loss: 3429.6091 - mean_absolute_error: 40.4553 - val_loss: 8117.6848 - val_mean_absolute_error: 65.8816 Epoch 2322/5000 148/148 [==============================] - 0s 20us/step - loss: 3428.5845 - mean_absolute_error: 40.4472 - val_loss: 8116.7230 - val_mean_absolute_error: 65.8754 Epoch 2323/5000 148/148 [==============================] - 0s 27us/step - loss: 3427.5806 - mean_absolute_error: 40.4395 - val_loss: 8115.7812 - val_mean_absolute_error: 65.8678 Epoch 2324/5000 148/148 [==============================] - 0s 27us/step - loss: 3426.5710 - mean_absolute_error: 40.4308 - val_loss: 8114.9083 - val_mean_absolute_error: 65.8612 Epoch 2325/5000 148/148 [==============================] - 0s 20us/step - loss: 3425.5801 - mean_absolute_error: 40.4224 - val_loss: 8114.0301 - val_mean_absolute_error: 65.8552 Epoch 2326/5000 148/148 [==============================] - 0s 20us/step - loss: 3424.5706 - mean_absolute_error: 40.4142 - val_loss: 8113.1576 - val_mean_absolute_error: 65.8494 Epoch 2327/5000 148/148 [==============================] - 0s 20us/step - loss: 3423.5679 - mean_absolute_error: 40.4064 - val_loss: 8112.3089 - val_mean_absolute_error: 65.8440 Epoch 2328/5000 148/148 [==============================] - 0s 20us/step - loss: 3422.5613 - mean_absolute_error: 40.3988 - val_loss: 8111.4129 - val_mean_absolute_error: 65.8384 Epoch 2329/5000 148/148 [==============================] - 0s 27us/step - loss: 3421.5967 - mean_absolute_error: 40.3914 - val_loss: 8110.5598 - val_mean_absolute_error: 65.8318 Epoch 2330/5000 148/148 [==============================] - 0s 20us/step - loss: 3420.5952 - mean_absolute_error: 40.3831 - val_loss: 8109.8099 - val_mean_absolute_error: 65.8246 Epoch 2331/5000 148/148 [==============================] - 0s 27us/step - loss: 3419.6162 - mean_absolute_error: 40.3744 - val_loss: 8109.1457 - val_mean_absolute_error: 65.8189 Epoch 2332/5000 148/148 [==============================] - 0s 20us/step - loss: 3418.6160 - mean_absolute_error: 40.3660 - val_loss: 8108.3834 - val_mean_absolute_error: 65.8134 Epoch 2333/5000 148/148 [==============================] - 0s 34us/step - loss: 3417.6406 - mean_absolute_error: 40.3579 - val_loss: 8107.6653 - val_mean_absolute_error: 65.8088 Epoch 2334/5000 148/148 [==============================] - 0s 20us/step - loss: 3416.6829 - mean_absolute_error: 40.3502 - val_loss: 8106.7379 - val_mean_absolute_error: 65.8030 Epoch 2335/5000 148/148 [==============================] - 0s 27us/step - loss: 3415.6941 - mean_absolute_error: 40.3421 - val_loss: 8105.7003 - val_mean_absolute_error: 65.7962 Epoch 2336/5000 148/148 [==============================] - 0s 20us/step - loss: 3414.7080 - mean_absolute_error: 40.3339 - val_loss: 8104.7407 - val_mean_absolute_error: 65.7904 Epoch 2337/5000 148/148 [==============================] - 0s 27us/step - loss: 3413.7388 - mean_absolute_error: 40.3260 - val_loss: 8103.8222 - val_mean_absolute_error: 65.7851 Epoch 2338/5000 148/148 [==============================] - 0s 20us/step - loss: 3412.7583 - mean_absolute_error: 40.3184 - val_loss: 8102.8776 - val_mean_absolute_error: 65.7796 Epoch 2339/5000 148/148 [==============================] - 0s 20us/step - loss: 3411.7603 - mean_absolute_error: 40.3108 - val_loss: 8101.9722 - val_mean_absolute_error: 65.7745 Epoch 2340/5000 148/148 [==============================] - 0s 34us/step - loss: 3410.8452 - mean_absolute_error: 40.3035 - val_loss: 8101.1180 - val_mean_absolute_error: 65.7685 Epoch 2341/5000 148/148 [==============================] - 0s 20us/step - loss: 3409.8699 - mean_absolute_error: 40.2954 - val_loss: 8100.3317 - val_mean_absolute_error: 65.7617 Epoch 2342/5000 148/148 [==============================] - 0s 20us/step - loss: 3408.8279 - mean_absolute_error: 40.2866 - val_loss: 8099.5591 - val_mean_absolute_error: 65.7539 Epoch 2343/5000 148/148 [==============================] - 0s 20us/step - loss: 3407.8342 - mean_absolute_error: 40.2776 - val_loss: 8098.7996 - val_mean_absolute_error: 65.7472 Epoch 2344/5000 148/148 [==============================] - 0s 20us/step - loss: 3406.8618 - mean_absolute_error: 40.2690 - val_loss: 8098.1155 - val_mean_absolute_error: 65.7416 Epoch 2345/5000 148/148 [==============================] - 0s 20us/step - loss: 3405.8972 - mean_absolute_error: 40.2609 - val_loss: 8097.3894 - val_mean_absolute_error: 65.7363 Epoch 2346/5000 148/148 [==============================] - 0s 20us/step - loss: 3404.9331 - mean_absolute_error: 40.2532 - val_loss: 8096.5827 - val_mean_absolute_error: 65.7306 Epoch 2347/5000 148/148 [==============================] - 0s 20us/step - loss: 3403.9600 - mean_absolute_error: 40.2456 - val_loss: 8095.6997 - val_mean_absolute_error: 65.7245 Epoch 2348/5000 148/148 [==============================] - 0s 27us/step - loss: 3402.9705 - mean_absolute_error: 40.2382 - val_loss: 8094.8171 - val_mean_absolute_error: 65.7187 Epoch 2349/5000 148/148 [==============================] - 0s 20us/step - loss: 3401.9607 - mean_absolute_error: 40.2308 - val_loss: 8093.9442 - val_mean_absolute_error: 65.7132 Epoch 2350/5000 148/148 [==============================] - 0s 20us/step - loss: 3400.9983 - mean_absolute_error: 40.2236 - val_loss: 8093.1080 - val_mean_absolute_error: 65.7084 Epoch 2351/5000 148/148 [==============================] - 0s 20us/step - loss: 3400.0249 - mean_absolute_error: 40.2160 - val_loss: 8092.1717 - val_mean_absolute_error: 65.7032 Epoch 2352/5000 148/148 [==============================] - 0s 27us/step - loss: 3399.0383 - mean_absolute_error: 40.2080 - val_loss: 8091.0672 - val_mean_absolute_error: 65.6969 Epoch 2353/5000 148/148 [==============================] - 0s 20us/step - loss: 3398.0500 - mean_absolute_error: 40.1998 - val_loss: 8089.9024 - val_mean_absolute_error: 65.6908 Epoch 2354/5000 148/148 [==============================] - 0s 27us/step - loss: 3397.0894 - mean_absolute_error: 40.1919 - val_loss: 8088.8688 - val_mean_absolute_error: 65.6840 Epoch 2355/5000 148/148 [==============================] - 0s 20us/step - loss: 3396.1235 - mean_absolute_error: 40.1835 - val_loss: 8087.9901 - val_mean_absolute_error: 65.6767 Epoch 2356/5000 148/148 [==============================] - 0s 27us/step - loss: 3395.1345 - mean_absolute_error: 40.1746 - val_loss: 8087.1533 - val_mean_absolute_error: 65.6701 Epoch 2357/5000 148/148 [==============================] - 0s 20us/step - loss: 3394.1790 - mean_absolute_error: 40.1660 - val_loss: 8086.4861 - val_mean_absolute_error: 65.6652 Epoch 2358/5000 148/148 [==============================] - 0s 27us/step - loss: 3393.2161 - mean_absolute_error: 40.1576 - val_loss: 8085.8440 - val_mean_absolute_error: 65.6611 Epoch 2359/5000 148/148 [==============================] - 0s 27us/step - loss: 3392.2351 - mean_absolute_error: 40.1494 - val_loss: 8085.1734 - val_mean_absolute_error: 65.6571 Epoch 2360/5000 148/148 [==============================] - 0s 20us/step - loss: 3391.2700 - mean_absolute_error: 40.1414 - val_loss: 8084.4728 - val_mean_absolute_error: 65.6525 Epoch 2361/5000 148/148 [==============================] - 0s 20us/step - loss: 3390.3044 - mean_absolute_error: 40.1339 - val_loss: 8083.9050 - val_mean_absolute_error: 65.6476 Epoch 2362/5000 148/148 [==============================] - 0s 20us/step - loss: 3389.3389 - mean_absolute_error: 40.1257 - val_loss: 8083.3135 - val_mean_absolute_error: 65.6425 Epoch 2363/5000 148/148 [==============================] - 0s 20us/step - loss: 3388.3733 - mean_absolute_error: 40.1179 - val_loss: 8082.7038 - val_mean_absolute_error: 65.6375 Epoch 2364/5000 148/148 [==============================] - 0s 20us/step - loss: 3387.4141 - mean_absolute_error: 40.1101 - val_loss: 8081.9834 - val_mean_absolute_error: 65.6320 Epoch 2365/5000 148/148 [==============================] - 0s 20us/step - loss: 3386.4692 - mean_absolute_error: 40.1026 - val_loss: 8081.2475 - val_mean_absolute_error: 65.6254 Epoch 2366/5000 148/148 [==============================] - 0s 20us/step - loss: 3385.4844 - mean_absolute_error: 40.0942 - val_loss: 8080.7072 - val_mean_absolute_error: 65.6196 Epoch 2367/5000 148/148 [==============================] - 0s 20us/step - loss: 3384.5283 - mean_absolute_error: 40.0854 - val_loss: 8080.1060 - val_mean_absolute_error: 65.6143 Epoch 2368/5000 148/148 [==============================] - 0s 27us/step - loss: 3383.5774 - mean_absolute_error: 40.0770 - val_loss: 8079.5047 - val_mean_absolute_error: 65.6092 Epoch 2369/5000 148/148 [==============================] - 0s 27us/step - loss: 3382.6272 - mean_absolute_error: 40.0689 - val_loss: 8078.9342 - val_mean_absolute_error: 65.6044 Epoch 2370/5000 148/148 [==============================] - 0s 27us/step - loss: 3381.6726 - mean_absolute_error: 40.0612 - val_loss: 8078.2708 - val_mean_absolute_error: 65.5993 Epoch 2371/5000 148/148 [==============================] - 0s 27us/step - loss: 3380.7053 - mean_absolute_error: 40.0537 - val_loss: 8077.4446 - val_mean_absolute_error: 65.5937 Epoch 2372/5000 148/148 [==============================] - 0s 27us/step - loss: 3379.7180 - mean_absolute_error: 40.0463 - val_loss: 8076.5621 - val_mean_absolute_error: 65.5879 Epoch 2373/5000 148/148 [==============================] - 0s 27us/step - loss: 3378.7883 - mean_absolute_error: 40.0391 - val_loss: 8075.6664 - val_mean_absolute_error: 65.5827 Epoch 2374/5000 148/148 [==============================] - 0s 20us/step - loss: 3377.8215 - mean_absolute_error: 40.0312 - val_loss: 8074.7701 - val_mean_absolute_error: 65.5780 Epoch 2375/5000 148/148 [==============================] - 0s 27us/step - loss: 3376.8362 - mean_absolute_error: 40.0229 - val_loss: 8073.9446 - val_mean_absolute_error: 65.5744 Epoch 2376/5000 148/148 [==============================] - 0s 20us/step - loss: 3375.9092 - mean_absolute_error: 40.0151 - val_loss: 8073.2120 - val_mean_absolute_error: 65.5698 Epoch 2377/5000 148/148 [==============================] - 0s 20us/step - loss: 3374.9507 - mean_absolute_error: 40.0068 - val_loss: 8072.5758 - val_mean_absolute_error: 65.5646 Epoch 2378/5000 148/148 [==============================] - 0s 20us/step - loss: 3374.0002 - mean_absolute_error: 39.9982 - val_loss: 8071.7656 - val_mean_absolute_error: 65.5586 Epoch 2379/5000 148/148 [==============================] - 0s 20us/step - loss: 3373.0603 - mean_absolute_error: 39.9899 - val_loss: 8070.8908 - val_mean_absolute_error: 65.5526 Epoch 2380/5000 148/148 [==============================] - 0s 20us/step - loss: 3372.1245 - mean_absolute_error: 39.9817 - val_loss: 8069.9889 - val_mean_absolute_error: 65.5467 Epoch 2381/5000 148/148 [==============================] - 0s 20us/step - loss: 3371.1587 - mean_absolute_error: 39.9738 - val_loss: 8069.0713 - val_mean_absolute_error: 65.5410 Epoch 2382/5000 148/148 [==============================] - 0s 20us/step - loss: 3370.2024 - mean_absolute_error: 39.9661 - val_loss: 8068.1470 - val_mean_absolute_error: 65.5357 Epoch 2383/5000 148/148 [==============================] - 0s 27us/step - loss: 3369.2473 - mean_absolute_error: 39.9588 - val_loss: 8067.3346 - val_mean_absolute_error: 65.5318 Epoch 2384/5000 148/148 [==============================] - 0s 20us/step - loss: 3368.3213 - mean_absolute_error: 39.9520 - val_loss: 8066.7175 - val_mean_absolute_error: 65.5282 Epoch 2385/5000 148/148 [==============================] - 0s 20us/step - loss: 3367.3738 - mean_absolute_error: 39.9448 - val_loss: 8066.2243 - val_mean_absolute_error: 65.5239 Epoch 2386/5000 148/148 [==============================] - 0s 20us/step - loss: 3366.4443 - mean_absolute_error: 39.9371 - val_loss: 8065.6756 - val_mean_absolute_error: 65.5195 Epoch 2387/5000 148/148 [==============================] - 0s 20us/step - loss: 3365.5100 - mean_absolute_error: 39.9294 - val_loss: 8064.9218 - val_mean_absolute_error: 65.5140 Epoch 2388/5000 148/148 [==============================] - 0s 20us/step - loss: 3364.5706 - mean_absolute_error: 39.9214 - val_loss: 8064.1153 - val_mean_absolute_error: 65.5092 Epoch 2389/5000 148/148 [==============================] - 0s 20us/step - loss: 3363.6235 - mean_absolute_error: 39.9135 - val_loss: 8063.2881 - val_mean_absolute_error: 65.5049 Epoch 2390/5000 148/148 [==============================] - 0s 20us/step - loss: 3362.6931 - mean_absolute_error: 39.9059 - val_loss: 8062.4460 - val_mean_absolute_error: 65.5008 Epoch 2391/5000 148/148 [==============================] - 0s 20us/step - loss: 3361.7522 - mean_absolute_error: 39.8986 - val_loss: 8061.5768 - val_mean_absolute_error: 65.4969 Epoch 2392/5000 148/148 [==============================] - 0s 20us/step - loss: 3360.7964 - mean_absolute_error: 39.8916 - val_loss: 8060.5431 - val_mean_absolute_error: 65.4921 Epoch 2393/5000 148/148 [==============================] - 0s 20us/step - loss: 3359.8474 - mean_absolute_error: 39.8844 - val_loss: 8059.5714 - val_mean_absolute_error: 65.4876 Epoch 2394/5000 148/148 [==============================] - 0s 20us/step - loss: 3358.9551 - mean_absolute_error: 39.8776 - val_loss: 8058.6386 - val_mean_absolute_error: 65.4819 Epoch 2395/5000 148/148 [==============================] - 0s 20us/step - loss: 3358.0146 - mean_absolute_error: 39.8700 - val_loss: 8057.7940 - val_mean_absolute_error: 65.4755 Epoch 2396/5000 148/148 [==============================] - 0s 20us/step - loss: 3357.0620 - mean_absolute_error: 39.8618 - val_loss: 8057.0642 - val_mean_absolute_error: 65.4705 Epoch 2397/5000 148/148 [==============================] - 0s 20us/step - loss: 3356.1265 - mean_absolute_error: 39.8543 - val_loss: 8056.3201 - val_mean_absolute_error: 65.4657 Epoch 2398/5000 148/148 [==============================] - 0s 20us/step - loss: 3355.2019 - mean_absolute_error: 39.8472 - val_loss: 8055.5167 - val_mean_absolute_error: 65.4610 Epoch 2399/5000 148/148 [==============================] - 0s 27us/step - loss: 3354.2871 - mean_absolute_error: 39.8403 - val_loss: 8054.6973 - val_mean_absolute_error: 65.4569 Epoch 2400/5000 148/148 [==============================] - 0s 20us/step - loss: 3353.3481 - mean_absolute_error: 39.8335 - val_loss: 8053.9638 - val_mean_absolute_error: 65.4540 Epoch 2401/5000 148/148 [==============================] - 0s 20us/step - loss: 3352.4065 - mean_absolute_error: 39.8267 - val_loss: 8053.1900 - val_mean_absolute_error: 65.4509 Epoch 2402/5000 148/148 [==============================] - 0s 20us/step - loss: 3351.5034 - mean_absolute_error: 39.8201 - val_loss: 8052.5128 - val_mean_absolute_error: 65.4470 Epoch 2403/5000 148/148 [==============================] - 0s 20us/step - loss: 3350.5740 - mean_absolute_error: 39.8124 - val_loss: 8051.7579 - val_mean_absolute_error: 65.4414 Epoch 2404/5000 148/148 [==============================] - 0s 27us/step - loss: 3349.6377 - mean_absolute_error: 39.8038 - val_loss: 8051.0314 - val_mean_absolute_error: 65.4364 Epoch 2405/5000 148/148 [==============================] - 0s 20us/step - loss: 3348.7439 - mean_absolute_error: 39.7957 - val_loss: 8050.4287 - val_mean_absolute_error: 65.4327 Epoch 2406/5000 148/148 [==============================] - 0s 20us/step - loss: 3347.8206 - mean_absolute_error: 39.7881 - val_loss: 8049.9189 - val_mean_absolute_error: 65.4301 Epoch 2407/5000 148/148 [==============================] - 0s 20us/step - loss: 3346.9036 - mean_absolute_error: 39.7808 - val_loss: 8049.3640 - val_mean_absolute_error: 65.4275 Epoch 2408/5000 148/148 [==============================] - 0s 20us/step - loss: 3345.9810 - mean_absolute_error: 39.7737 - val_loss: 8048.7398 - val_mean_absolute_error: 65.4248 Epoch 2409/5000 148/148 [==============================] - 0s 20us/step - loss: 3345.0547 - mean_absolute_error: 39.7666 - val_loss: 8048.0974 - val_mean_absolute_error: 65.4217 Epoch 2410/5000 148/148 [==============================] - 0s 20us/step - loss: 3344.1135 - mean_absolute_error: 39.7597 - val_loss: 8047.3076 - val_mean_absolute_error: 65.4181 Epoch 2411/5000 148/148 [==============================] - 0s 20us/step - loss: 3343.1772 - mean_absolute_error: 39.7528 - val_loss: 8046.4087 - val_mean_absolute_error: 65.4137 Epoch 2412/5000 148/148 [==============================] - 0s 20us/step - loss: 3342.2493 - mean_absolute_error: 39.7455 - val_loss: 8045.5639 - val_mean_absolute_error: 65.4083 Epoch 2413/5000 148/148 [==============================] - 0s 20us/step - loss: 3341.3254 - mean_absolute_error: 39.7372 - val_loss: 8044.8209 - val_mean_absolute_error: 65.4038 Epoch 2414/5000 148/148 [==============================] - 0s 20us/step - loss: 3340.4094 - mean_absolute_error: 39.7292 - val_loss: 8044.2391 - val_mean_absolute_error: 65.4011 Epoch 2415/5000 148/148 [==============================] - 0s 20us/step - loss: 3339.4839 - mean_absolute_error: 39.7215 - val_loss: 8043.5351 - val_mean_absolute_error: 65.3980 Epoch 2416/5000 148/148 [==============================] - 0s 20us/step - loss: 3338.5710 - mean_absolute_error: 39.7139 - val_loss: 8042.9123 - val_mean_absolute_error: 65.3940 Epoch 2417/5000 148/148 [==============================] - 0s 20us/step - loss: 3337.6443 - mean_absolute_error: 39.7059 - val_loss: 8042.2619 - val_mean_absolute_error: 65.3898 Epoch 2418/5000 148/148 [==============================] - 0s 20us/step - loss: 3336.7336 - mean_absolute_error: 39.6982 - val_loss: 8041.6080 - val_mean_absolute_error: 65.3858 Epoch 2419/5000 148/148 [==============================] - 0s 27us/step - loss: 3335.8059 - mean_absolute_error: 39.6908 - val_loss: 8040.8873 - val_mean_absolute_error: 65.3820 Epoch 2420/5000 148/148 [==============================] - 0s 27us/step - loss: 3334.8845 - mean_absolute_error: 39.6835 - val_loss: 8040.1288 - val_mean_absolute_error: 65.3771 Epoch 2421/5000 148/148 [==============================] - 0s 20us/step - loss: 3333.9685 - mean_absolute_error: 39.6756 - val_loss: 8039.4793 - val_mean_absolute_error: 65.3736 Epoch 2422/5000 148/148 [==============================] - 0s 20us/step - loss: 3333.0586 - mean_absolute_error: 39.6681 - val_loss: 8038.8081 - val_mean_absolute_error: 65.3701 Epoch 2423/5000 148/148 [==============================] - 0s 20us/step - loss: 3332.1460 - mean_absolute_error: 39.6609 - val_loss: 8038.1698 - val_mean_absolute_error: 65.3671 Epoch 2424/5000 148/148 [==============================] - 0s 20us/step - loss: 3331.2102 - mean_absolute_error: 39.6536 - val_loss: 8037.5669 - val_mean_absolute_error: 65.3644 Epoch 2425/5000 148/148 [==============================] - 0s 20us/step - loss: 3330.2957 - mean_absolute_error: 39.6464 - val_loss: 8037.1952 - val_mean_absolute_error: 65.3620 Epoch 2426/5000 148/148 [==============================] - 0s 20us/step - loss: 3329.3586 - mean_absolute_error: 39.6387 - val_loss: 8036.7793 - val_mean_absolute_error: 65.3594 Epoch 2427/5000 148/148 [==============================] - 0s 20us/step - loss: 3328.4651 - mean_absolute_error: 39.6314 - val_loss: 8036.2521 - val_mean_absolute_error: 65.3565 Epoch 2428/5000 148/148 [==============================] - 0s 20us/step - loss: 3327.5530 - mean_absolute_error: 39.6242 - val_loss: 8035.7168 - val_mean_absolute_error: 65.3525 Epoch 2429/5000 148/148 [==============================] - 0s 14us/step - loss: 3326.6226 - mean_absolute_error: 39.6161 - val_loss: 8035.1654 - val_mean_absolute_error: 65.3490 Epoch 2430/5000 148/148 [==============================] - 0s 27us/step - loss: 3325.7351 - mean_absolute_error: 39.6083 - val_loss: 8034.6701 - val_mean_absolute_error: 65.3463 Epoch 2431/5000 148/148 [==============================] - 0s 20us/step - loss: 3324.8245 - mean_absolute_error: 39.6005 - val_loss: 8034.1222 - val_mean_absolute_error: 65.3435 Epoch 2432/5000 148/148 [==============================] - 0s 20us/step - loss: 3323.9050 - mean_absolute_error: 39.5925 - val_loss: 8033.5533 - val_mean_absolute_error: 65.3409 Epoch 2433/5000 148/148 [==============================] - 0s 20us/step - loss: 3323.0007 - mean_absolute_error: 39.5849 - val_loss: 8032.9173 - val_mean_absolute_error: 65.3381 Epoch 2434/5000 148/148 [==============================] - 0s 20us/step - loss: 3322.0837 - mean_absolute_error: 39.5774 - val_loss: 8032.2864 - val_mean_absolute_error: 65.3355 Epoch 2435/5000 148/148 [==============================] - 0s 20us/step - loss: 3321.1555 - mean_absolute_error: 39.5701 - val_loss: 8031.5297 - val_mean_absolute_error: 65.3321 Epoch 2436/5000 148/148 [==============================] - 0s 20us/step - loss: 3320.2502 - mean_absolute_error: 39.5630 - val_loss: 8030.8719 - val_mean_absolute_error: 65.3278 Epoch 2437/5000 148/148 [==============================] - 0s 20us/step - loss: 3319.3193 - mean_absolute_error: 39.5549 - val_loss: 8030.2981 - val_mean_absolute_error: 65.3230 Epoch 2438/5000 148/148 [==============================] - 0s 20us/step - loss: 3318.4006 - mean_absolute_error: 39.5462 - val_loss: 8029.7889 - val_mean_absolute_error: 65.3192 Epoch 2439/5000 148/148 [==============================] - 0s 20us/step - loss: 3317.4771 - mean_absolute_error: 39.5380 - val_loss: 8029.3494 - val_mean_absolute_error: 65.3167 Epoch 2440/5000 148/148 [==============================] - 0s 20us/step - loss: 3316.5442 - mean_absolute_error: 39.5303 - val_loss: 8028.9561 - val_mean_absolute_error: 65.3148 Epoch 2441/5000 148/148 [==============================] - 0s 20us/step - loss: 3315.6096 - mean_absolute_error: 39.5229 - val_loss: 8028.5409 - val_mean_absolute_error: 65.3128 Epoch 2442/5000 148/148 [==============================] - 0s 20us/step - loss: 3314.7039 - mean_absolute_error: 39.5154 - val_loss: 8028.0946 - val_mean_absolute_error: 65.3105 Epoch 2443/5000 148/148 [==============================] - 0s 20us/step - loss: 3313.6978 - mean_absolute_error: 39.5080 - val_loss: 8027.6292 - val_mean_absolute_error: 65.3083 Epoch 2444/5000 148/148 [==============================] - 0s 27us/step - loss: 3312.7439 - mean_absolute_error: 39.5007 - val_loss: 8027.1950 - val_mean_absolute_error: 65.3063 Epoch 2445/5000 148/148 [==============================] - 0s 27us/step - loss: 3311.8105 - mean_absolute_error: 39.4934 - val_loss: 8026.6919 - val_mean_absolute_error: 65.3026 Epoch 2446/5000 148/148 [==============================] - 0s 20us/step - loss: 3310.8074 - mean_absolute_error: 39.4847 - val_loss: 8026.2034 - val_mean_absolute_error: 65.2979 Epoch 2447/5000 148/148 [==============================] - 0s 27us/step - loss: 3309.8369 - mean_absolute_error: 39.4756 - val_loss: 8025.6756 - val_mean_absolute_error: 65.2933 Epoch 2448/5000 148/148 [==============================] - 0s 20us/step - loss: 3308.9521 - mean_absolute_error: 39.4669 - val_loss: 8025.1663 - val_mean_absolute_error: 65.2893 Epoch 2449/5000 148/148 [==============================] - 0s 27us/step - loss: 3307.9404 - mean_absolute_error: 39.4583 - val_loss: 8024.7296 - val_mean_absolute_error: 65.2863 Epoch 2450/5000 148/148 [==============================] - 0s 27us/step - loss: 3306.9863 - mean_absolute_error: 39.4502 - val_loss: 8024.3816 - val_mean_absolute_error: 65.2840 Epoch 2451/5000 148/148 [==============================] - 0s 27us/step - loss: 3306.0283 - mean_absolute_error: 39.4425 - val_loss: 8024.0147 - val_mean_absolute_error: 65.2822 Epoch 2452/5000 148/148 [==============================] - 0s 20us/step - loss: 3305.0645 - mean_absolute_error: 39.4350 - val_loss: 8023.6706 - val_mean_absolute_error: 65.2808 Epoch 2453/5000 148/148 [==============================] - 0s 27us/step - loss: 3304.0955 - mean_absolute_error: 39.4274 - val_loss: 8023.2320 - val_mean_absolute_error: 65.2792 Epoch 2454/5000 148/148 [==============================] - 0s 27us/step - loss: 3303.1335 - mean_absolute_error: 39.4200 - val_loss: 8022.6885 - val_mean_absolute_error: 65.2753 Epoch 2455/5000 148/148 [==============================] - 0s 20us/step - loss: 3302.2007 - mean_absolute_error: 39.4112 - val_loss: 8022.1360 - val_mean_absolute_error: 65.2710 Epoch 2456/5000 148/148 [==============================] - 0s 27us/step - loss: 3301.2080 - mean_absolute_error: 39.4028 - val_loss: 8021.5309 - val_mean_absolute_error: 65.2666 Epoch 2457/5000 148/148 [==============================] - 0s 27us/step - loss: 3300.2500 - mean_absolute_error: 39.3946 - val_loss: 8021.1138 - val_mean_absolute_error: 65.2619 Epoch 2458/5000 148/148 [==============================] - 0s 20us/step - loss: 3299.2949 - mean_absolute_error: 39.3859 - val_loss: 8020.7250 - val_mean_absolute_error: 65.2582 Epoch 2459/5000 148/148 [==============================] - 0s 27us/step - loss: 3298.3445 - mean_absolute_error: 39.3776 - val_loss: 8020.3847 - val_mean_absolute_error: 65.2550 Epoch 2460/5000 148/148 [==============================] - 0s 20us/step - loss: 3297.3789 - mean_absolute_error: 39.3695 - val_loss: 8019.9655 - val_mean_absolute_error: 65.2519 Epoch 2461/5000 148/148 [==============================] - 0s 27us/step - loss: 3296.4111 - mean_absolute_error: 39.3617 - val_loss: 8019.5102 - val_mean_absolute_error: 65.2490 Epoch 2462/5000 148/148 [==============================] - 0s 20us/step - loss: 3295.5063 - mean_absolute_error: 39.3540 - val_loss: 8019.0209 - val_mean_absolute_error: 65.2460 Epoch 2463/5000 148/148 [==============================] - 0s 20us/step - loss: 3294.5269 - mean_absolute_error: 39.3464 - val_loss: 8018.5503 - val_mean_absolute_error: 65.2417 Epoch 2464/5000 148/148 [==============================] - 0s 20us/step - loss: 3293.5657 - mean_absolute_error: 39.3376 - val_loss: 8018.0715 - val_mean_absolute_error: 65.2381 Epoch 2465/5000 148/148 [==============================] - 0s 20us/step - loss: 3292.6272 - mean_absolute_error: 39.3292 - val_loss: 8017.5438 - val_mean_absolute_error: 65.2348 Epoch 2466/5000 148/148 [==============================] - 0s 20us/step - loss: 3291.6858 - mean_absolute_error: 39.3210 - val_loss: 8017.1058 - val_mean_absolute_error: 65.2325 Epoch 2467/5000 148/148 [==============================] - 0s 20us/step - loss: 3290.7363 - mean_absolute_error: 39.3129 - val_loss: 8016.8770 - val_mean_absolute_error: 65.2305 Epoch 2468/5000 148/148 [==============================] - 0s 20us/step - loss: 3289.7717 - mean_absolute_error: 39.3040 - val_loss: 8016.6383 - val_mean_absolute_error: 65.2285 Epoch 2469/5000 148/148 [==============================] - 0s 20us/step - loss: 3288.8179 - mean_absolute_error: 39.2954 - val_loss: 8016.3987 - val_mean_absolute_error: 65.2270 Epoch 2470/5000 148/148 [==============================] - 0s 20us/step - loss: 3287.8367 - mean_absolute_error: 39.2866 - val_loss: 8016.3172 - val_mean_absolute_error: 65.2265 Epoch 2471/5000 148/148 [==============================] - 0s 20us/step - loss: 3286.8367 - mean_absolute_error: 39.2776 - val_loss: 8016.3541 - val_mean_absolute_error: 65.2268 Epoch 2472/5000 148/148 [==============================] - 0s 20us/step - loss: 3285.8601 - mean_absolute_error: 39.2691 - val_loss: 8016.4824 - val_mean_absolute_error: 65.2265
<keras.callbacks.History at 0x2073fff2fd0>
model2.predict(standardized_X_test)
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score = model2.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 33us/step
score
[8016.4822265625, 65.22645324707031]
model3 = Sequential()
model3.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(3,activation='relu',input_dim=9))
model3.add(Dense(1))
model3.compile(optimizer='adam', loss='mse', metrics=['mae'])
model3.fit(standardized_X,
y_train,
batch_size=148,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 1s 4ms/step - loss: 96322.2031 - mean_absolute_error: 267.0095 - val_loss: 160981.3967 - val_mean_absolute_error: 379.6494 Epoch 2/5000 148/148 [==============================] - 0s 20us/step - loss: 96306.6250 - mean_absolute_error: 266.9847 - val_loss: 160955.2483 - val_mean_absolute_error: 379.6183 Epoch 3/5000 148/148 [==============================] - 0s 27us/step - loss: 96293.6328 - mean_absolute_error: 266.9639 - val_loss: 160925.6375 - val_mean_absolute_error: 379.5830 Epoch 4/5000 148/148 [==============================] - 0s 27us/step - loss: 96278.8359 - mean_absolute_error: 266.9402 - val_loss: 160896.8612 - val_mean_absolute_error: 379.5488 Epoch 5/5000 148/148 [==============================] - 0s 20us/step - loss: 96264.6094 - mean_absolute_error: 266.9174 - val_loss: 160870.5246 - val_mean_absolute_error: 379.5174 Epoch 6/5000 148/148 [==============================] - 0s 27us/step - loss: 96251.6719 - mean_absolute_error: 266.8967 - val_loss: 160844.5275 - val_mean_absolute_error: 379.4866 Epoch 7/5000 148/148 [==============================] - 0s 20us/step - loss: 96239.5000 - mean_absolute_error: 266.8773 - val_loss: 160818.9912 - val_mean_absolute_error: 379.4562 Epoch 8/5000 148/148 [==============================] - 0s 27us/step - loss: 96228.0469 - mean_absolute_error: 266.8588 - val_loss: 160793.7927 - val_mean_absolute_error: 379.4264 Epoch 9/5000 148/148 [==============================] - 0s 34us/step - loss: 96216.9531 - mean_absolute_error: 266.8408 - val_loss: 160770.1983 - val_mean_absolute_error: 379.3983 Epoch 10/5000 148/148 [==============================] - 0s 34us/step - loss: 96206.3750 - mean_absolute_error: 266.8235 - val_loss: 160747.4679 - val_mean_absolute_error: 379.3713 Epoch 11/5000 148/148 [==============================] - 0s 34us/step - loss: 96196.5078 - mean_absolute_error: 266.8072 - val_loss: 160725.6913 - val_mean_absolute_error: 379.3455 Epoch 12/5000 148/148 [==============================] - 0s 27us/step - loss: 96187.3359 - mean_absolute_error: 266.7917 - val_loss: 160705.0546 - val_mean_absolute_error: 379.3211 Epoch 13/5000 148/148 [==============================] - 0s 27us/step - loss: 96179.0156 - mean_absolute_error: 266.7776 - val_loss: 160685.6956 - val_mean_absolute_error: 379.2983 Epoch 14/5000 148/148 [==============================] - 0s 34us/step - loss: 96171.0781 - mean_absolute_error: 266.7640 - val_loss: 160667.3387 - val_mean_absolute_error: 379.2767 Epoch 15/5000 148/148 [==============================] - 0s 34us/step - loss: 96163.8359 - mean_absolute_error: 266.7515 - val_loss: 160650.9073 - val_mean_absolute_error: 379.2572 Epoch 16/5000 148/148 [==============================] - 0s 34us/step - loss: 96157.3828 - mean_absolute_error: 266.7401 - val_loss: 160635.5381 - val_mean_absolute_error: 379.2390 Epoch 17/5000 148/148 [==============================] - 0s 27us/step - loss: 96151.5703 - mean_absolute_error: 266.7296 - val_loss: 160621.3700 - val_mean_absolute_error: 379.2222 Epoch 18/5000 148/148 [==============================] - 0s 41us/step - loss: 96146.3438 - mean_absolute_error: 266.7200 - val_loss: 160607.8329 - val_mean_absolute_error: 379.2063 Epoch 19/5000 148/148 [==============================] - 0s 27us/step - loss: 96141.4375 - mean_absolute_error: 266.7109 - val_loss: 160595.3121 - val_mean_absolute_error: 379.1917 Epoch 20/5000 148/148 [==============================] - 0s 27us/step - loss: 96136.9844 - mean_absolute_error: 266.7025 - val_loss: 160583.7150 - val_mean_absolute_error: 379.1782 Epoch 21/5000 148/148 [==============================] - 0s 34us/step - loss: 96132.8125 - mean_absolute_error: 266.6945 - val_loss: 160572.9492 - val_mean_absolute_error: 379.1658 Epoch 22/5000 148/148 [==============================] - 0s 34us/step - loss: 96128.9531 - mean_absolute_error: 266.6869 - val_loss: 160562.8754 - val_mean_absolute_error: 379.1542 Epoch 23/5000 148/148 [==============================] - 0s 27us/step - loss: 96125.5625 - mean_absolute_error: 266.6802 - val_loss: 160553.6785 - val_mean_absolute_error: 379.1435 Epoch 24/5000 148/148 [==============================] - 0s 27us/step - loss: 96122.5391 - mean_absolute_error: 266.6740 - val_loss: 160545.0954 - val_mean_absolute_error: 379.1335 Epoch 25/5000 148/148 [==============================] - 0s 34us/step - loss: 96119.7656 - mean_absolute_error: 266.6683 - val_loss: 160537.2513 - val_mean_absolute_error: 379.1245 Epoch 26/5000 148/148 [==============================] - 0s 27us/step - loss: 96117.2031 - mean_absolute_error: 266.6631 - val_loss: 160530.2990 - val_mean_absolute_error: 379.1164 Epoch 27/5000 148/148 [==============================] - 0s 27us/step - loss: 96114.7266 - mean_absolute_error: 266.6580 - val_loss: 160524.2396 - val_mean_absolute_error: 379.1093 Epoch 28/5000 148/148 [==============================] - 0s 34us/step - loss: 96112.3281 - mean_absolute_error: 266.6532 - val_loss: 160518.7200 - val_mean_absolute_error: 379.1030 Epoch 29/5000 148/148 [==============================] - 0s 34us/step - loss: 96110.1250 - mean_absolute_error: 266.6487 - val_loss: 160513.6313 - val_mean_absolute_error: 379.0971 Epoch 30/5000 148/148 [==============================] - 0s 34us/step - loss: 96108.1172 - mean_absolute_error: 266.6447 - val_loss: 160508.8954 - val_mean_absolute_error: 379.0916 Epoch 31/5000 148/148 [==============================] - 0s 27us/step - loss: 96106.2188 - mean_absolute_error: 266.6408 - val_loss: 160504.5631 - val_mean_absolute_error: 379.0865 Epoch 32/5000 148/148 [==============================] - 0s 27us/step - loss: 96104.4453 - mean_absolute_error: 266.6373 - val_loss: 160500.5275 - val_mean_absolute_error: 379.0818 Epoch 33/5000 148/148 [==============================] - 0s 27us/step - loss: 96102.7969 - mean_absolute_error: 266.6340 - val_loss: 160496.7567 - val_mean_absolute_error: 379.0774 Epoch 34/5000 148/148 [==============================] - 0s 27us/step - loss: 96101.2656 - mean_absolute_error: 266.6309 - val_loss: 160493.2044 - val_mean_absolute_error: 379.0732 Epoch 35/5000 148/148 [==============================] - 0s 41us/step - loss: 96099.8438 - mean_absolute_error: 266.6280 - val_loss: 160489.8400 - val_mean_absolute_error: 379.0692 Epoch 36/5000 148/148 [==============================] - 0s 27us/step - loss: 96098.5234 - mean_absolute_error: 266.6253 - val_loss: 160486.7725 - val_mean_absolute_error: 379.0656 Epoch 37/5000 148/148 [==============================] - 0s 34us/step - loss: 96097.3438 - mean_absolute_error: 266.6229 - val_loss: 160483.8615 - val_mean_absolute_error: 379.0622 Epoch 38/5000 148/148 [==============================] - 0s 41us/step - loss: 96096.2344 - mean_absolute_error: 266.6206 - val_loss: 160481.1842 - val_mean_absolute_error: 379.0589 Epoch 39/5000 148/148 [==============================] - 0s 27us/step - loss: 96095.2266 - mean_absolute_error: 266.6184 - val_loss: 160478.6635 - val_mean_absolute_error: 379.0559 Epoch 40/5000 148/148 [==============================] - 0s 41us/step - loss: 96094.2969 - mean_absolute_error: 266.6164 - val_loss: 160476.2687 - val_mean_absolute_error: 379.0530 Epoch 41/5000 148/148 [==============================] - 0s 27us/step - loss: 96093.3906 - mean_absolute_error: 266.6146 - val_loss: 160474.0004 - val_mean_absolute_error: 379.0502 Epoch 42/5000 148/148 [==============================] - 0s 34us/step - loss: 96092.5781 - mean_absolute_error: 266.6128 - val_loss: 160471.8273 - val_mean_absolute_error: 379.0476 Epoch 43/5000 148/148 [==============================] - 0s 34us/step - loss: 96091.8047 - mean_absolute_error: 266.6111 - val_loss: 160469.7654 - val_mean_absolute_error: 379.0451 Epoch 44/5000 148/148 [==============================] - 0s 34us/step - loss: 96091.0781 - mean_absolute_error: 266.6096 - val_loss: 160467.7358 - val_mean_absolute_error: 379.0426 Epoch 45/5000 148/148 [==============================] - 0s 47us/step - loss: 96090.3359 - mean_absolute_error: 266.6080 - val_loss: 160465.8175 - val_mean_absolute_error: 379.0403 Epoch 46/5000 148/148 [==============================] - 0s 27us/step - loss: 96089.6328 - mean_absolute_error: 266.6065 - val_loss: 160463.9467 - val_mean_absolute_error: 379.0380 Epoch 47/5000 148/148 [==============================] - 0s 27us/step - loss: 96088.9062 - mean_absolute_error: 266.6050 - val_loss: 160462.1396 - val_mean_absolute_error: 379.0358 Epoch 48/5000 148/148 [==============================] - 0s 47us/step - loss: 96088.1875 - mean_absolute_error: 266.6034 - val_loss: 160460.3958 - val_mean_absolute_error: 379.0336 Epoch 49/5000 148/148 [==============================] - 0s 41us/step - loss: 96087.4766 - mean_absolute_error: 266.6020 - val_loss: 160458.7002 - val_mean_absolute_error: 379.0315 Epoch 50/5000 148/148 [==============================] - 0s 34us/step - loss: 96086.7734 - mean_absolute_error: 266.6005 - val_loss: 160457.0519 - val_mean_absolute_error: 379.0295 Epoch 51/5000 148/148 [==============================] - 0s 47us/step - loss: 96086.0781 - mean_absolute_error: 266.5991 - val_loss: 160455.4362 - val_mean_absolute_error: 379.0275 Epoch 52/5000 148/148 [==============================] - 0s 27us/step - loss: 96085.3984 - mean_absolute_error: 266.5976 - val_loss: 160453.8835 - val_mean_absolute_error: 379.0256 Epoch 53/5000 148/148 [==============================] - 0s 34us/step - loss: 96084.7188 - mean_absolute_error: 266.5962 - val_loss: 160452.3785 - val_mean_absolute_error: 379.0237 Epoch 54/5000 148/148 [==============================] - 0s 27us/step - loss: 96084.0625 - mean_absolute_error: 266.5948 - val_loss: 160450.9208 - val_mean_absolute_error: 379.0219 Epoch 55/5000 148/148 [==============================] - 0s 34us/step - loss: 96083.3984 - mean_absolute_error: 266.5934 - val_loss: 160449.4642 - val_mean_absolute_error: 379.0201 Epoch 56/5000 148/148 [==============================] - 0s 34us/step - loss: 96082.7422 - mean_absolute_error: 266.5921 - val_loss: 160448.0396 - val_mean_absolute_error: 379.0183 Epoch 57/5000 148/148 [==============================] - 0s 34us/step - loss: 96082.0938 - mean_absolute_error: 266.5908 - val_loss: 160446.6471 - val_mean_absolute_error: 379.0165 Epoch 58/5000 148/148 [==============================] - 0s 27us/step - loss: 96081.4453 - mean_absolute_error: 266.5894 - val_loss: 160445.3021 - val_mean_absolute_error: 379.0149 Epoch 59/5000 148/148 [==============================] - 0s 47us/step - loss: 96080.8281 - mean_absolute_error: 266.5881 - val_loss: 160443.9471 - val_mean_absolute_error: 379.0131 Epoch 60/5000 148/148 [==============================] - 0s 27us/step - loss: 96080.1797 - mean_absolute_error: 266.5867 - val_loss: 160442.6458 - val_mean_absolute_error: 379.0115 Epoch 61/5000 148/148 [==============================] - 0s 27us/step - loss: 96079.5391 - mean_absolute_error: 266.5854 - val_loss: 160441.3296 - val_mean_absolute_error: 379.0098 Epoch 62/5000 148/148 [==============================] - 0s 27us/step - loss: 96078.9141 - mean_absolute_error: 266.5841 - val_loss: 160440.0290 - val_mean_absolute_error: 379.0082 Epoch 63/5000 148/148 [==============================] - 0s 27us/step - loss: 96078.2656 - mean_absolute_error: 266.5827 - val_loss: 160438.7442 - val_mean_absolute_error: 379.0066 Epoch 64/5000 148/148 [==============================] - 0s 34us/step - loss: 96077.6484 - mean_absolute_error: 266.5815 - val_loss: 160437.4904 - val_mean_absolute_error: 379.0050 Epoch 65/5000 148/148 [==============================] - 0s 34us/step - loss: 96077.0391 - mean_absolute_error: 266.5803 - val_loss: 160436.2683 - val_mean_absolute_error: 379.0035 Epoch 66/5000 148/148 [==============================] - 0s 41us/step - loss: 96076.4375 - mean_absolute_error: 266.5791 - val_loss: 160435.1081 - val_mean_absolute_error: 379.0020 Epoch 67/5000 148/148 [==============================] - 0s 34us/step - loss: 96075.8438 - mean_absolute_error: 266.5779 - val_loss: 160433.9792 - val_mean_absolute_error: 379.0005 Epoch 68/5000 148/148 [==============================] - 0s 27us/step - loss: 96075.2578 - mean_absolute_error: 266.5767 - val_loss: 160432.9121 - val_mean_absolute_error: 378.9991 Epoch 69/5000 148/148 [==============================] - 0s 41us/step - loss: 96074.6641 - mean_absolute_error: 266.5755 - val_loss: 160431.8302 - val_mean_absolute_error: 378.9978 Epoch 70/5000 148/148 [==============================] - 0s 41us/step - loss: 96074.0703 - mean_absolute_error: 266.5743 - val_loss: 160430.7792 - val_mean_absolute_error: 378.9964 Epoch 71/5000 148/148 [==============================] - 0s 34us/step - loss: 96073.4766 - mean_absolute_error: 266.5731 - val_loss: 160429.7750 - val_mean_absolute_error: 378.9952 Epoch 72/5000 148/148 [==============================] - 0s 34us/step - loss: 96072.8984 - mean_absolute_error: 266.5719 - val_loss: 160428.8017 - val_mean_absolute_error: 378.9940 Epoch 73/5000 148/148 [==============================] - 0s 34us/step - loss: 96072.3281 - mean_absolute_error: 266.5707 - val_loss: 160427.8442 - val_mean_absolute_error: 378.9928 Epoch 74/5000 148/148 [==============================] - 0s 41us/step - loss: 96071.7266 - mean_absolute_error: 266.5695 - val_loss: 160426.8867 - val_mean_absolute_error: 378.9916 Epoch 75/5000 148/148 [==============================] - 0s 41us/step - loss: 96071.1484 - mean_absolute_error: 266.5684 - val_loss: 160425.9450 - val_mean_absolute_error: 378.9905 Epoch 76/5000 148/148 [==============================] - 0s 27us/step - loss: 96070.5547 - mean_absolute_error: 266.5672 - val_loss: 160425.0187 - val_mean_absolute_error: 378.9893 Epoch 77/5000 148/148 [==============================] - 0s 20us/step - loss: 96069.9766 - mean_absolute_error: 266.5660 - val_loss: 160424.1233 - val_mean_absolute_error: 378.9881 Epoch 78/5000 148/148 [==============================] - 0s 34us/step - loss: 96069.4062 - mean_absolute_error: 266.5648 - val_loss: 160423.2129 - val_mean_absolute_error: 378.9870 Epoch 79/5000 148/148 [==============================] - 0s 27us/step - loss: 96068.8125 - mean_absolute_error: 266.5637 - val_loss: 160422.3021 - val_mean_absolute_error: 378.9859 Epoch 80/5000 148/148 [==============================] - 0s 34us/step - loss: 96068.2344 - mean_absolute_error: 266.5625 - val_loss: 160421.4225 - val_mean_absolute_error: 378.9848 Epoch 81/5000 148/148 [==============================] - 0s 34us/step - loss: 96067.6641 - mean_absolute_error: 266.5614 - val_loss: 160420.5600 - val_mean_absolute_error: 378.9837 Epoch 82/5000 148/148 [==============================] - 0s 27us/step - loss: 96067.1016 - mean_absolute_error: 266.5602 - val_loss: 160419.7000 - val_mean_absolute_error: 378.9826 Epoch 83/5000 148/148 [==============================] - 0s 27us/step - loss: 96066.5547 - mean_absolute_error: 266.5590 - val_loss: 160418.8554 - val_mean_absolute_error: 378.9816 Epoch 84/5000 148/148 [==============================] - 0s 27us/step - loss: 96066.0000 - mean_absolute_error: 266.5579 - val_loss: 160417.9950 - val_mean_absolute_error: 378.9805 Epoch 85/5000 148/148 [==============================] - 0s 27us/step - loss: 96065.4531 - mean_absolute_error: 266.5568 - val_loss: 160417.1658 - val_mean_absolute_error: 378.9795 Epoch 86/5000 148/148 [==============================] - 0s 34us/step - loss: 96064.9062 - mean_absolute_error: 266.5557 - val_loss: 160416.3054 - val_mean_absolute_error: 378.9784 Epoch 87/5000 148/148 [==============================] - 0s 34us/step - loss: 96064.3516 - mean_absolute_error: 266.5546 - val_loss: 160415.4763 - val_mean_absolute_error: 378.9773 Epoch 88/5000 148/148 [==============================] - 0s 34us/step - loss: 96063.8047 - mean_absolute_error: 266.5534 - val_loss: 160414.6625 - val_mean_absolute_error: 378.9763 Epoch 89/5000 148/148 [==============================] - 0s 27us/step - loss: 96063.2578 - mean_absolute_error: 266.5523 - val_loss: 160413.8333 - val_mean_absolute_error: 378.9753 Epoch 90/5000 148/148 [==============================] - 0s 34us/step - loss: 96062.7266 - mean_absolute_error: 266.5512 - val_loss: 160412.9883 - val_mean_absolute_error: 378.9742 Epoch 91/5000 148/148 [==============================] - 0s 34us/step - loss: 96062.1641 - mean_absolute_error: 266.5501 - val_loss: 160412.1898 - val_mean_absolute_error: 378.9732 Epoch 92/5000 148/148 [==============================] - 0s 27us/step - loss: 96061.6250 - mean_absolute_error: 266.5490 - val_loss: 160411.3604 - val_mean_absolute_error: 378.9721 Epoch 93/5000 148/148 [==============================] - 0s 34us/step - loss: 96061.0703 - mean_absolute_error: 266.5478 - val_loss: 160410.5623 - val_mean_absolute_error: 378.9711 Epoch 94/5000 148/148 [==============================] - 0s 27us/step - loss: 96060.5312 - mean_absolute_error: 266.5467 - val_loss: 160409.7792 - val_mean_absolute_error: 378.9701 Epoch 95/5000 148/148 [==============================] - 0s 27us/step - loss: 96059.9766 - mean_absolute_error: 266.5456 - val_loss: 160408.9498 - val_mean_absolute_error: 378.9691 Epoch 96/5000 148/148 [==============================] - 0s 34us/step - loss: 96059.4297 - mean_absolute_error: 266.5444 - val_loss: 160408.1512 - val_mean_absolute_error: 378.9681 Epoch 97/5000 148/148 [==============================] - 0s 41us/step - loss: 96058.8906 - mean_absolute_error: 266.5433 - val_loss: 160407.3527 - val_mean_absolute_error: 378.9670 Epoch 98/5000 148/148 [==============================] - 0s 27us/step - loss: 96058.3516 - mean_absolute_error: 266.5421 - val_loss: 160406.5546 - val_mean_absolute_error: 378.9660 Epoch 99/5000 148/148 [==============================] - 0s 27us/step - loss: 96057.8203 - mean_absolute_error: 266.5411 - val_loss: 160405.7712 - val_mean_absolute_error: 378.9650 Epoch 100/5000 148/148 [==============================] - 0s 34us/step - loss: 96057.2734 - mean_absolute_error: 266.5399 - val_loss: 160404.9729 - val_mean_absolute_error: 378.9640 Epoch 101/5000 148/148 [==============================] - 0s 34us/step - loss: 96056.7344 - mean_absolute_error: 266.5388 - val_loss: 160404.1742 - val_mean_absolute_error: 378.9629 Epoch 102/5000 148/148 [==============================] - 0s 34us/step - loss: 96056.1875 - mean_absolute_error: 266.5377 - val_loss: 160403.3917 - val_mean_absolute_error: 378.9619 Epoch 103/5000 148/148 [==============================] - 0s 27us/step - loss: 96055.6719 - mean_absolute_error: 266.5366 - val_loss: 160402.5929 - val_mean_absolute_error: 378.9609 Epoch 104/5000 148/148 [==============================] - 0s 34us/step - loss: 96055.1172 - mean_absolute_error: 266.5355 - val_loss: 160401.7944 - val_mean_absolute_error: 378.9599 Epoch 105/5000 148/148 [==============================] - 0s 34us/step - loss: 96054.5781 - mean_absolute_error: 266.5344 - val_loss: 160401.0267 - val_mean_absolute_error: 378.9589 Epoch 106/5000 148/148 [==============================] - 0s 27us/step - loss: 96054.0312 - mean_absolute_error: 266.5333 - val_loss: 160400.2435 - val_mean_absolute_error: 378.9579 Epoch 107/5000 148/148 [==============================] - 0s 27us/step - loss: 96053.4922 - mean_absolute_error: 266.5321 - val_loss: 160399.4608 - val_mean_absolute_error: 378.9569 Epoch 108/5000 148/148 [==============================] - 0s 27us/step - loss: 96052.9688 - mean_absolute_error: 266.5310 - val_loss: 160398.6623 - val_mean_absolute_error: 378.9559 Epoch 109/5000 148/148 [==============================] - 0s 27us/step - loss: 96052.4219 - mean_absolute_error: 266.5300 - val_loss: 160397.8792 - val_mean_absolute_error: 378.9549 Epoch 110/5000 148/148 [==============================] - 0s 27us/step - loss: 96051.8828 - mean_absolute_error: 266.5289 - val_loss: 160397.1115 - val_mean_absolute_error: 378.9539 Epoch 111/5000 148/148 [==============================] - 0s 27us/step - loss: 96051.3359 - mean_absolute_error: 266.5278 - val_loss: 160396.3438 - val_mean_absolute_error: 378.9529 Epoch 112/5000 148/148 [==============================] - 0s 27us/step - loss: 96050.8047 - mean_absolute_error: 266.5268 - val_loss: 160395.5452 - val_mean_absolute_error: 378.9519 Epoch 113/5000 148/148 [==============================] - 0s 27us/step - loss: 96050.2500 - mean_absolute_error: 266.5256 - val_loss: 160394.8087 - val_mean_absolute_error: 378.9510 Epoch 114/5000 148/148 [==============================] - 0s 34us/step - loss: 96049.7344 - mean_absolute_error: 266.5246 - val_loss: 160394.0254 - val_mean_absolute_error: 378.9500 Epoch 115/5000 148/148 [==============================] - 0s 34us/step - loss: 96049.1953 - mean_absolute_error: 266.5235 - val_loss: 160393.2425 - val_mean_absolute_error: 378.9490 Epoch 116/5000 148/148 [==============================] - 0s 34us/step - loss: 96048.6562 - mean_absolute_error: 266.5225 - val_loss: 160392.4592 - val_mean_absolute_error: 378.9479 Epoch 117/5000 148/148 [==============================] - 0s 27us/step - loss: 96048.1094 - mean_absolute_error: 266.5214 - val_loss: 160391.7075 - val_mean_absolute_error: 378.9470 Epoch 118/5000 148/148 [==============================] - 0s 27us/step - loss: 96047.5859 - mean_absolute_error: 266.5203 - val_loss: 160390.9242 - val_mean_absolute_error: 378.9459 Epoch 119/5000 148/148 [==============================] - 0s 34us/step - loss: 96047.0391 - mean_absolute_error: 266.5192 - val_loss: 160390.1565 - val_mean_absolute_error: 378.9450 Epoch 120/5000 148/148 [==============================] - 0s 27us/step - loss: 96046.5156 - mean_absolute_error: 266.5182 - val_loss: 160389.3888 - val_mean_absolute_error: 378.9440 Epoch 121/5000 148/148 [==============================] - 0s 34us/step - loss: 96045.9609 - mean_absolute_error: 266.5171 - val_loss: 160388.6056 - val_mean_absolute_error: 378.9430 Epoch 122/5000 148/148 [==============================] - 0s 34us/step - loss: 96045.4219 - mean_absolute_error: 266.5160 - val_loss: 160387.8379 - val_mean_absolute_error: 378.9420 Epoch 123/5000 148/148 [==============================] - 0s 41us/step - loss: 96044.8750 - mean_absolute_error: 266.5149 - val_loss: 160387.0706 - val_mean_absolute_error: 378.9410 Epoch 124/5000 148/148 [==============================] - 0s 27us/step - loss: 96044.3594 - mean_absolute_error: 266.5138 - val_loss: 160386.3029 - val_mean_absolute_error: 378.9401 Epoch 125/5000 148/148 [==============================] - 0s 34us/step - loss: 96043.8203 - mean_absolute_error: 266.5128 - val_loss: 160385.5198 - val_mean_absolute_error: 378.9391 Epoch 126/5000 148/148 [==============================] - 0s 34us/step - loss: 96043.2578 - mean_absolute_error: 266.5117 - val_loss: 160384.7521 - val_mean_absolute_error: 378.9381 Epoch 127/5000 148/148 [==============================] - 0s 34us/step - loss: 96042.7344 - mean_absolute_error: 266.5107 - val_loss: 160383.9844 - val_mean_absolute_error: 378.9371 Epoch 128/5000 148/148 [==============================] - 0s 34us/step - loss: 96042.1953 - mean_absolute_error: 266.5097 - val_loss: 160383.2171 - val_mean_absolute_error: 378.9361 Epoch 129/5000 148/148 [==============================] - 0s 27us/step - loss: 96041.6641 - mean_absolute_error: 266.5086 - val_loss: 160382.4492 - val_mean_absolute_error: 378.9352 Epoch 130/5000 148/148 [==============================] - 0s 27us/step - loss: 96041.1250 - mean_absolute_error: 266.5076 - val_loss: 160381.6971 - val_mean_absolute_error: 378.9342 Epoch 131/5000 148/148 [==============================] - 0s 27us/step - loss: 96040.5781 - mean_absolute_error: 266.5066 - val_loss: 160380.9138 - val_mean_absolute_error: 378.9332 Epoch 132/5000 148/148 [==============================] - 0s 34us/step - loss: 96040.0547 - mean_absolute_error: 266.5056 - val_loss: 160380.1467 - val_mean_absolute_error: 378.9322 Epoch 133/5000 148/148 [==============================] - 0s 41us/step - loss: 96039.5234 - mean_absolute_error: 266.5044 - val_loss: 160379.3788 - val_mean_absolute_error: 378.9313 Epoch 134/5000 148/148 [==============================] - 0s 34us/step - loss: 96038.9766 - mean_absolute_error: 266.5034 - val_loss: 160378.5956 - val_mean_absolute_error: 378.9303 Epoch 135/5000 148/148 [==============================] - 0s 27us/step - loss: 96038.4375 - mean_absolute_error: 266.5023 - val_loss: 160377.8125 - val_mean_absolute_error: 378.9293 Epoch 136/5000 148/148 [==============================] - 0s 27us/step - loss: 96037.8984 - mean_absolute_error: 266.5013 - val_loss: 160377.0602 - val_mean_absolute_error: 378.9283 Epoch 137/5000 148/148 [==============================] - 0s 34us/step - loss: 96037.3594 - mean_absolute_error: 266.5003 - val_loss: 160376.3083 - val_mean_absolute_error: 378.9273 Epoch 138/5000 148/148 [==============================] - 0s 27us/step - loss: 96036.8281 - mean_absolute_error: 266.4993 - val_loss: 160375.5098 - val_mean_absolute_error: 378.9262 Epoch 139/5000 148/148 [==============================] - 0s 27us/step - loss: 96036.2969 - mean_absolute_error: 266.4982 - val_loss: 160374.7729 - val_mean_absolute_error: 378.9253 Epoch 140/5000 148/148 [==============================] - 0s 34us/step - loss: 96035.7578 - mean_absolute_error: 266.4972 - val_loss: 160373.9898 - val_mean_absolute_error: 378.9243 Epoch 141/5000 148/148 [==============================] - 0s 27us/step - loss: 96035.2266 - mean_absolute_error: 266.4962 - val_loss: 160373.2379 - val_mean_absolute_error: 378.9233 Epoch 142/5000 148/148 [==============================] - 0s 27us/step - loss: 96034.7031 - mean_absolute_error: 266.4952 - val_loss: 160372.4548 - val_mean_absolute_error: 378.9223 Epoch 143/5000 148/148 [==============================] - 0s 27us/step - loss: 96034.1641 - mean_absolute_error: 266.4941 - val_loss: 160371.6717 - val_mean_absolute_error: 378.9213 Epoch 144/5000 148/148 [==============================] - 0s 27us/step - loss: 96033.6172 - mean_absolute_error: 266.4931 - val_loss: 160370.9192 - val_mean_absolute_error: 378.9203 Epoch 145/5000 148/148 [==============================] - 0s 27us/step - loss: 96033.0859 - mean_absolute_error: 266.4921 - val_loss: 160370.1363 - val_mean_absolute_error: 378.9194 Epoch 146/5000 148/148 [==============================] - 0s 41us/step - loss: 96032.5469 - mean_absolute_error: 266.4911 - val_loss: 160369.3996 - val_mean_absolute_error: 378.9184 Epoch 147/5000 148/148 [==============================] - 0s 27us/step - loss: 96032.0234 - mean_absolute_error: 266.4901 - val_loss: 160368.6321 - val_mean_absolute_error: 378.9174 Epoch 148/5000 148/148 [==============================] - 0s 27us/step - loss: 96031.4766 - mean_absolute_error: 266.4891 - val_loss: 160367.8642 - val_mean_absolute_error: 378.9164 Epoch 149/5000 148/148 [==============================] - 0s 34us/step - loss: 96030.9453 - mean_absolute_error: 266.4880 - val_loss: 160367.0810 - val_mean_absolute_error: 378.9155 Epoch 150/5000 148/148 [==============================] - 0s 34us/step - loss: 96030.4062 - mean_absolute_error: 266.4870 - val_loss: 160366.3287 - val_mean_absolute_error: 378.9144 Epoch 151/5000 148/148 [==============================] - 0s 27us/step - loss: 96029.8672 - mean_absolute_error: 266.4860 - val_loss: 160365.5610 - val_mean_absolute_error: 378.9135 Epoch 152/5000 148/148 [==============================] - 0s 34us/step - loss: 96029.3281 - mean_absolute_error: 266.4850 - val_loss: 160364.8092 - val_mean_absolute_error: 378.9125 Epoch 153/5000 148/148 [==============================] - 0s 27us/step - loss: 96028.8125 - mean_absolute_error: 266.4839 - val_loss: 160364.0569 - val_mean_absolute_error: 378.9115 Epoch 154/5000 148/148 [==============================] - 0s 41us/step - loss: 96028.2734 - mean_absolute_error: 266.4829 - val_loss: 160363.2737 - val_mean_absolute_error: 378.9105 Epoch 155/5000 148/148 [==============================] - 0s 40us/step - loss: 96027.7266 - mean_absolute_error: 266.4819 - val_loss: 160362.5215 - val_mean_absolute_error: 378.9096 Epoch 156/5000 148/148 [==============================] - 0s 27us/step - loss: 96027.2031 - mean_absolute_error: 266.4809 - val_loss: 160361.7692 - val_mean_absolute_error: 378.9086 Epoch 157/5000 148/148 [==============================] - 0s 34us/step - loss: 96026.6719 - mean_absolute_error: 266.4799 - val_loss: 160361.0019 - val_mean_absolute_error: 378.9076 Epoch 158/5000 148/148 [==============================] - 0s 34us/step - loss: 96026.1328 - mean_absolute_error: 266.4789 - val_loss: 160360.2342 - val_mean_absolute_error: 378.9066 Epoch 159/5000 148/148 [==============================] - 0s 34us/step - loss: 96025.6016 - mean_absolute_error: 266.4778 - val_loss: 160359.4662 - val_mean_absolute_error: 378.9056 Epoch 160/5000 148/148 [==============================] - 0s 41us/step - loss: 96025.0547 - mean_absolute_error: 266.4769 - val_loss: 160358.7142 - val_mean_absolute_error: 378.9047 Epoch 161/5000 148/148 [==============================] - 0s 27us/step - loss: 96024.5234 - mean_absolute_error: 266.4758 - val_loss: 160357.9463 - val_mean_absolute_error: 378.9037 Epoch 162/5000 148/148 [==============================] - 0s 54us/step - loss: 96023.9766 - mean_absolute_error: 266.4748 - val_loss: 160357.2100 - val_mean_absolute_error: 378.9027 Epoch 163/5000 148/148 [==============================] - 0s 27us/step - loss: 96023.4609 - mean_absolute_error: 266.4737 - val_loss: 160356.4267 - val_mean_absolute_error: 378.9017 Epoch 164/5000 148/148 [==============================] - 0s 34us/step - loss: 96022.9219 - mean_absolute_error: 266.4727 - val_loss: 160355.6744 - val_mean_absolute_error: 378.9007 Epoch 165/5000 148/148 [==============================] - 0s 41us/step - loss: 96022.3828 - mean_absolute_error: 266.4717 - val_loss: 160354.8912 - val_mean_absolute_error: 378.8998 Epoch 166/5000 148/148 [==============================] - 0s 34us/step - loss: 96021.8438 - mean_absolute_error: 266.4707 - val_loss: 160354.1548 - val_mean_absolute_error: 378.8988 Epoch 167/5000 148/148 [==============================] - 0s 27us/step - loss: 96021.3281 - mean_absolute_error: 266.4698 - val_loss: 160353.3871 - val_mean_absolute_error: 378.8978 Epoch 168/5000 148/148 [==============================] - 0s 34us/step - loss: 96020.7812 - mean_absolute_error: 266.4687 - val_loss: 160352.6194 - val_mean_absolute_error: 378.8969 Epoch 169/5000 148/148 [==============================] - 0s 27us/step - loss: 96020.2422 - mean_absolute_error: 266.4677 - val_loss: 160351.8517 - val_mean_absolute_error: 378.8959 Epoch 170/5000 148/148 [==============================] - 0s 41us/step - loss: 96019.7109 - mean_absolute_error: 266.4667 - val_loss: 160351.1152 - val_mean_absolute_error: 378.8949 Epoch 171/5000 148/148 [==============================] - 0s 34us/step - loss: 96019.1953 - mean_absolute_error: 266.4657 - val_loss: 160350.3321 - val_mean_absolute_error: 378.8939 Epoch 172/5000 148/148 [==============================] - 0s 20us/step - loss: 96018.6484 - mean_absolute_error: 266.4648 - val_loss: 160349.5952 - val_mean_absolute_error: 378.8930 Epoch 173/5000 148/148 [==============================] - 0s 27us/step - loss: 96018.1172 - mean_absolute_error: 266.4637 - val_loss: 160348.8275 - val_mean_absolute_error: 378.8920 Epoch 174/5000 148/148 [==============================] - 0s 27us/step - loss: 96017.5703 - mean_absolute_error: 266.4626 - val_loss: 160348.0442 - val_mean_absolute_error: 378.8910 Epoch 175/5000 148/148 [==============================] - 0s 34us/step - loss: 96017.0391 - mean_absolute_error: 266.4617 - val_loss: 160347.3075 - val_mean_absolute_error: 378.8900 Epoch 176/5000 148/148 [==============================] - 0s 27us/step - loss: 96016.5078 - mean_absolute_error: 266.4607 - val_loss: 160346.5246 - val_mean_absolute_error: 378.8890 Epoch 177/5000 148/148 [==============================] - 0s 34us/step - loss: 96015.9766 - mean_absolute_error: 266.4597 - val_loss: 160345.7879 - val_mean_absolute_error: 378.8881 Epoch 178/5000 148/148 [==============================] - 0s 34us/step - loss: 96015.4375 - mean_absolute_error: 266.4587 - val_loss: 160345.0200 - val_mean_absolute_error: 378.8871 Epoch 179/5000 148/148 [==============================] - 0s 41us/step - loss: 96014.9062 - mean_absolute_error: 266.4576 - val_loss: 160344.2523 - val_mean_absolute_error: 378.8861 Epoch 180/5000 148/148 [==============================] - 0s 27us/step - loss: 96014.3750 - mean_absolute_error: 266.4566 - val_loss: 160343.5158 - val_mean_absolute_error: 378.8851 Epoch 181/5000 148/148 [==============================] - 0s 27us/step - loss: 96013.8438 - mean_absolute_error: 266.4556 - val_loss: 160342.7481 - val_mean_absolute_error: 378.8841 Epoch 182/5000 148/148 [==============================] - 0s 34us/step - loss: 96013.3047 - mean_absolute_error: 266.4546 - val_loss: 160341.9958 - val_mean_absolute_error: 378.8832 Epoch 183/5000 148/148 [==============================] - 0s 34us/step - loss: 96012.7734 - mean_absolute_error: 266.4536 - val_loss: 160341.2435 - val_mean_absolute_error: 378.8822 Epoch 184/5000 148/148 [==============================] - 0s 34us/step - loss: 96012.2266 - mean_absolute_error: 266.4526 - val_loss: 160340.4604 - val_mean_absolute_error: 378.8812 Epoch 185/5000 148/148 [==============================] - 0s 34us/step - loss: 96011.6953 - mean_absolute_error: 266.4515 - val_loss: 160339.7085 - val_mean_absolute_error: 378.8802 Epoch 186/5000 148/148 [==============================] - 0s 27us/step - loss: 96011.1719 - mean_absolute_error: 266.4506 - val_loss: 160338.9562 - val_mean_absolute_error: 378.8793 Epoch 187/5000 148/148 [==============================] - 0s 27us/step - loss: 96010.6406 - mean_absolute_error: 266.4496 - val_loss: 160338.2040 - val_mean_absolute_error: 378.8783 Epoch 188/5000 148/148 [==============================] - 0s 34us/step - loss: 96010.1016 - mean_absolute_error: 266.4485 - val_loss: 160337.4208 - val_mean_absolute_error: 378.8773 Epoch 189/5000 148/148 [==============================] - 0s 34us/step - loss: 96009.5703 - mean_absolute_error: 266.4475 - val_loss: 160336.6683 - val_mean_absolute_error: 378.8763 Epoch 190/5000 148/148 [==============================] - 0s 47us/step - loss: 96009.0312 - mean_absolute_error: 266.4465 - val_loss: 160335.9321 - val_mean_absolute_error: 378.8754 Epoch 191/5000 148/148 [==============================] - 0s 41us/step - loss: 96008.5156 - mean_absolute_error: 266.4456 - val_loss: 160335.1487 - val_mean_absolute_error: 378.8744 Epoch 192/5000 148/148 [==============================] - 0s 47us/step - loss: 96007.9766 - mean_absolute_error: 266.4445 - val_loss: 160334.3967 - val_mean_absolute_error: 378.8734 Epoch 193/5000 148/148 [==============================] - 0s 27us/step - loss: 96007.4297 - mean_absolute_error: 266.4435 - val_loss: 160333.6442 - val_mean_absolute_error: 378.8724 Epoch 194/5000 148/148 [==============================] - 0s 27us/step - loss: 96006.8984 - mean_absolute_error: 266.4425 - val_loss: 160332.8923 - val_mean_absolute_error: 378.8715 Epoch 195/5000 148/148 [==============================] - 0s 41us/step - loss: 96006.3828 - mean_absolute_error: 266.4415 - val_loss: 160332.1400 - val_mean_absolute_error: 378.8705 Epoch 196/5000 148/148 [==============================] - 0s 27us/step - loss: 96005.8438 - mean_absolute_error: 266.4405 - val_loss: 160331.3723 - val_mean_absolute_error: 378.8695 Epoch 197/5000 148/148 [==============================] - 0s 34us/step - loss: 96005.2969 - mean_absolute_error: 266.4395 - val_loss: 160330.6200 - val_mean_absolute_error: 378.8685 Epoch 198/5000 148/148 [==============================] - 0s 27us/step - loss: 96004.7656 - mean_absolute_error: 266.4384 - val_loss: 160329.8681 - val_mean_absolute_error: 378.8676 Epoch 199/5000 148/148 [==============================] - 0s 34us/step - loss: 96004.2422 - mean_absolute_error: 266.4374 - val_loss: 160329.1004 - val_mean_absolute_error: 378.8666 Epoch 200/5000 148/148 [==============================] - 0s 27us/step - loss: 96003.7188 - mean_absolute_error: 266.4364 - val_loss: 160328.3481 - val_mean_absolute_error: 378.8656 Epoch 201/5000 148/148 [==============================] - 0s 34us/step - loss: 96003.1719 - mean_absolute_error: 266.4355 - val_loss: 160327.5804 - val_mean_absolute_error: 378.8646 Epoch 202/5000 148/148 [==============================] - 0s 27us/step - loss: 96002.6328 - mean_absolute_error: 266.4344 - val_loss: 160326.8440 - val_mean_absolute_error: 378.8637 Epoch 203/5000 148/148 [==============================] - 0s 34us/step - loss: 96002.1250 - mean_absolute_error: 266.4334 - val_loss: 160326.0763 - val_mean_absolute_error: 378.8627 Epoch 204/5000 148/148 [==============================] - 0s 41us/step - loss: 96001.5781 - mean_absolute_error: 266.4323 - val_loss: 160325.3083 - val_mean_absolute_error: 378.8617 Epoch 205/5000 148/148 [==============================] - 0s 34us/step - loss: 96001.0312 - mean_absolute_error: 266.4313 - val_loss: 160324.5562 - val_mean_absolute_error: 378.8607 Epoch 206/5000 148/148 [==============================] - 0s 27us/step - loss: 96000.5156 - mean_absolute_error: 266.4303 - val_loss: 160323.8037 - val_mean_absolute_error: 378.8598 Epoch 207/5000 148/148 [==============================] - 0s 34us/step - loss: 95999.9688 - mean_absolute_error: 266.4294 - val_loss: 160323.0521 - val_mean_absolute_error: 378.8588 Epoch 208/5000 148/148 [==============================] - 0s 34us/step - loss: 95999.4453 - mean_absolute_error: 266.4284 - val_loss: 160322.2996 - val_mean_absolute_error: 378.8578 Epoch 209/5000 148/148 [==============================] - 0s 27us/step - loss: 95998.9141 - mean_absolute_error: 266.4273 - val_loss: 160321.5321 - val_mean_absolute_error: 378.8569 Epoch 210/5000 148/148 [==============================] - 0s 34us/step - loss: 95998.3750 - mean_absolute_error: 266.4263 - val_loss: 160320.7642 - val_mean_absolute_error: 378.8559 Epoch 211/5000 148/148 [==============================] - 0s 34us/step - loss: 95997.8281 - mean_absolute_error: 266.4253 - val_loss: 160320.0275 - val_mean_absolute_error: 378.8549 Epoch 212/5000 148/148 [==============================] - 0s 27us/step - loss: 95997.2969 - mean_absolute_error: 266.4243 - val_loss: 160319.2600 - val_mean_absolute_error: 378.8540 Epoch 213/5000 148/148 [==============================] - 0s 27us/step - loss: 95996.7734 - mean_absolute_error: 266.4233 - val_loss: 160318.5077 - val_mean_absolute_error: 378.8530 Epoch 214/5000 148/148 [==============================] - 0s 27us/step - loss: 95996.2422 - mean_absolute_error: 266.4223 - val_loss: 160317.7554 - val_mean_absolute_error: 378.8520 Epoch 215/5000 148/148 [==============================] - 0s 34us/step - loss: 95995.7109 - mean_absolute_error: 266.4213 - val_loss: 160316.9725 - val_mean_absolute_error: 378.8511 Epoch 216/5000 148/148 [==============================] - 0s 34us/step - loss: 95995.1719 - mean_absolute_error: 266.4202 - val_loss: 160316.2358 - val_mean_absolute_error: 378.8501 Epoch 217/5000 148/148 [==============================] - 0s 27us/step - loss: 95994.6484 - mean_absolute_error: 266.4193 - val_loss: 160315.4990 - val_mean_absolute_error: 378.8491 Epoch 218/5000 148/148 [==============================] - 0s 34us/step - loss: 95994.1094 - mean_absolute_error: 266.4183 - val_loss: 160314.7158 - val_mean_absolute_error: 378.8482 Epoch 219/5000 148/148 [==============================] - 0s 41us/step - loss: 95993.5703 - mean_absolute_error: 266.4173 - val_loss: 160313.9481 - val_mean_absolute_error: 378.8471 Epoch 220/5000 148/148 [==============================] - 0s 27us/step - loss: 95993.0391 - mean_absolute_error: 266.4162 - val_loss: 160313.2112 - val_mean_absolute_error: 378.8462 Epoch 221/5000 148/148 [==============================] - 0s 34us/step - loss: 95992.5000 - mean_absolute_error: 266.4152 - val_loss: 160312.4438 - val_mean_absolute_error: 378.8452 Epoch 222/5000 148/148 [==============================] - 0s 34us/step - loss: 95991.9766 - mean_absolute_error: 266.4142 - val_loss: 160311.7071 - val_mean_absolute_error: 378.8442 Epoch 223/5000 148/148 [==============================] - 0s 34us/step - loss: 95991.4375 - mean_absolute_error: 266.4132 - val_loss: 160310.9392 - val_mean_absolute_error: 378.8432 Epoch 224/5000 148/148 [==============================] - 0s 41us/step - loss: 95990.8984 - mean_absolute_error: 266.4122 - val_loss: 160310.1871 - val_mean_absolute_error: 378.8422 Epoch 225/5000 148/148 [==============================] - 0s 34us/step - loss: 95990.3750 - mean_absolute_error: 266.4111 - val_loss: 160309.4350 - val_mean_absolute_error: 378.8413 Epoch 226/5000 148/148 [==============================] - 0s 27us/step - loss: 95989.8438 - mean_absolute_error: 266.4101 - val_loss: 160308.6675 - val_mean_absolute_error: 378.8403 Epoch 227/5000 148/148 [==============================] - 0s 27us/step - loss: 95989.3125 - mean_absolute_error: 266.4091 - val_loss: 160307.9150 - val_mean_absolute_error: 378.8394 Epoch 228/5000 148/148 [==============================] - 0s 34us/step - loss: 95988.7734 - mean_absolute_error: 266.4081 - val_loss: 160307.1475 - val_mean_absolute_error: 378.8384 Epoch 229/5000 148/148 [==============================] - 0s 27us/step - loss: 95988.2422 - mean_absolute_error: 266.4071 - val_loss: 160306.3950 - val_mean_absolute_error: 378.8374 Epoch 230/5000 148/148 [==============================] - 0s 27us/step - loss: 95987.7031 - mean_absolute_error: 266.4061 - val_loss: 160305.6279 - val_mean_absolute_error: 378.8364 Epoch 231/5000 148/148 [==============================] - 0s 34us/step - loss: 95987.1719 - mean_absolute_error: 266.4051 - val_loss: 160304.8908 - val_mean_absolute_error: 378.8355 Epoch 232/5000 148/148 [==============================] - 0s 34us/step - loss: 95986.6406 - mean_absolute_error: 266.4041 - val_loss: 160304.1233 - val_mean_absolute_error: 378.8345 Epoch 233/5000 148/148 [==============================] - 0s 34us/step - loss: 95986.1094 - mean_absolute_error: 266.4031 - val_loss: 160303.3708 - val_mean_absolute_error: 378.8335 Epoch 234/5000 148/148 [==============================] - 0s 27us/step - loss: 95985.5703 - mean_absolute_error: 266.4022 - val_loss: 160302.6035 - val_mean_absolute_error: 378.8326 Epoch 235/5000 148/148 [==============================] - 0s 34us/step - loss: 95985.0469 - mean_absolute_error: 266.4011 - val_loss: 160301.8513 - val_mean_absolute_error: 378.8316 Epoch 236/5000 148/148 [==============================] - 0s 27us/step - loss: 95984.5156 - mean_absolute_error: 266.4001 - val_loss: 160301.0988 - val_mean_absolute_error: 378.8306 Epoch 237/5000 148/148 [==============================] - 0s 27us/step - loss: 95983.9766 - mean_absolute_error: 266.3991 - val_loss: 160300.3467 - val_mean_absolute_error: 378.8297 Epoch 238/5000 148/148 [==============================] - 0s 27us/step - loss: 95983.4375 - mean_absolute_error: 266.3981 - val_loss: 160299.5946 - val_mean_absolute_error: 378.8287 Epoch 239/5000 148/148 [==============================] - 0s 27us/step - loss: 95982.9219 - mean_absolute_error: 266.3972 - val_loss: 160298.8271 - val_mean_absolute_error: 378.8276 Epoch 240/5000 148/148 [==============================] - 0s 27us/step - loss: 95982.3750 - mean_absolute_error: 266.3961 - val_loss: 160298.0592 - val_mean_absolute_error: 378.8266 Epoch 241/5000 148/148 [==============================] - 0s 41us/step - loss: 95981.8438 - mean_absolute_error: 266.3951 - val_loss: 160297.2917 - val_mean_absolute_error: 378.8257 Epoch 242/5000 148/148 [==============================] - 0s 27us/step - loss: 95981.3125 - mean_absolute_error: 266.3941 - val_loss: 160296.5546 - val_mean_absolute_error: 378.8247 Epoch 243/5000 148/148 [==============================] - 0s 27us/step - loss: 95980.7734 - mean_absolute_error: 266.3931 - val_loss: 160295.7875 - val_mean_absolute_error: 378.8238 Epoch 244/5000 148/148 [==============================] - 0s 34us/step - loss: 95980.2500 - mean_absolute_error: 266.3921 - val_loss: 160295.0350 - val_mean_absolute_error: 378.8228 Epoch 245/5000 148/148 [==============================] - 0s 41us/step - loss: 95979.7188 - mean_absolute_error: 266.3911 - val_loss: 160294.2829 - val_mean_absolute_error: 378.8218 Epoch 246/5000 148/148 [==============================] - 0s 27us/step - loss: 95979.1797 - mean_absolute_error: 266.3901 - val_loss: 160293.5150 - val_mean_absolute_error: 378.8208 Epoch 247/5000 148/148 [==============================] - 0s 34us/step - loss: 95978.6406 - mean_absolute_error: 266.3891 - val_loss: 160292.7633 - val_mean_absolute_error: 378.8199 Epoch 248/5000 148/148 [==============================] - 0s 27us/step - loss: 95978.1250 - mean_absolute_error: 266.3881 - val_loss: 160291.9954 - val_mean_absolute_error: 378.8189 Epoch 249/5000 148/148 [==============================] - 0s 27us/step - loss: 95977.5859 - mean_absolute_error: 266.3871 - val_loss: 160291.2433 - val_mean_absolute_error: 378.8179 Epoch 250/5000 148/148 [==============================] - 0s 34us/step - loss: 95977.0547 - mean_absolute_error: 266.3861 - val_loss: 160290.4754 - val_mean_absolute_error: 378.8170 Epoch 251/5000 148/148 [==============================] - 0s 27us/step - loss: 95976.5000 - mean_absolute_error: 266.3851 - val_loss: 160289.7390 - val_mean_absolute_error: 378.8160 Epoch 252/5000 148/148 [==============================] - 0s 20us/step - loss: 95975.9922 - mean_absolute_error: 266.3841 - val_loss: 160288.9558 - val_mean_absolute_error: 378.8150 Epoch 253/5000 148/148 [==============================] - 0s 27us/step - loss: 95975.4609 - mean_absolute_error: 266.3831 - val_loss: 160288.2190 - val_mean_absolute_error: 378.8141 Epoch 254/5000 148/148 [==============================] - 0s 41us/step - loss: 95974.9141 - mean_absolute_error: 266.3821 - val_loss: 160287.4513 - val_mean_absolute_error: 378.8131 Epoch 255/5000 148/148 [==============================] - 0s 34us/step - loss: 95974.3828 - mean_absolute_error: 266.3812 - val_loss: 160286.6992 - val_mean_absolute_error: 378.8121 Epoch 256/5000 148/148 [==============================] - 0s 27us/step - loss: 95973.8594 - mean_absolute_error: 266.3802 - val_loss: 160285.9471 - val_mean_absolute_error: 378.8111 Epoch 257/5000 148/148 [==============================] - 0s 34us/step - loss: 95973.3281 - mean_absolute_error: 266.3791 - val_loss: 160285.1794 - val_mean_absolute_error: 378.8102 Epoch 258/5000 148/148 [==============================] - 0s 34us/step - loss: 95972.7891 - mean_absolute_error: 266.3781 - val_loss: 160284.4117 - val_mean_absolute_error: 378.8092 Epoch 259/5000 148/148 [==============================] - 0s 34us/step - loss: 95972.2500 - mean_absolute_error: 266.3771 - val_loss: 160283.6594 - val_mean_absolute_error: 378.8082 Epoch 260/5000 148/148 [==============================] - 0s 27us/step - loss: 95971.7188 - mean_absolute_error: 266.3761 - val_loss: 160282.9075 - val_mean_absolute_error: 378.8073 Epoch 261/5000 148/148 [==============================] - 0s 34us/step - loss: 95971.1953 - mean_absolute_error: 266.3752 - val_loss: 160282.1550 - val_mean_absolute_error: 378.8062 Epoch 262/5000 148/148 [==============================] - 0s 34us/step - loss: 95970.6562 - mean_absolute_error: 266.3741 - val_loss: 160281.4029 - val_mean_absolute_error: 378.8052 Epoch 263/5000 148/148 [==============================] - 0s 27us/step - loss: 95970.1250 - mean_absolute_error: 266.3731 - val_loss: 160280.6350 - val_mean_absolute_error: 378.8043 Epoch 264/5000 148/148 [==============================] - 0s 27us/step - loss: 95969.5938 - mean_absolute_error: 266.3721 - val_loss: 160279.8987 - val_mean_absolute_error: 378.8034 Epoch 265/5000 148/148 [==============================] - 0s 27us/step - loss: 95969.0625 - mean_absolute_error: 266.3712 - val_loss: 160279.1308 - val_mean_absolute_error: 378.8023 Epoch 266/5000 148/148 [==============================] - 0s 34us/step - loss: 95968.5391 - mean_absolute_error: 266.3701 - val_loss: 160278.3633 - val_mean_absolute_error: 378.8014 Epoch 267/5000 148/148 [==============================] - 0s 34us/step - loss: 95968.0000 - mean_absolute_error: 266.3691 - val_loss: 160277.6108 - val_mean_absolute_error: 378.8004 Epoch 268/5000 148/148 [==============================] - 0s 41us/step - loss: 95967.4531 - mean_absolute_error: 266.3681 - val_loss: 160276.8433 - val_mean_absolute_error: 378.7994 Epoch 269/5000 148/148 [==============================] - 0s 27us/step - loss: 95966.9141 - mean_absolute_error: 266.3671 - val_loss: 160276.0912 - val_mean_absolute_error: 378.7985 Epoch 270/5000 148/148 [==============================] - 0s 27us/step - loss: 95966.3984 - mean_absolute_error: 266.3661 - val_loss: 160275.3390 - val_mean_absolute_error: 378.7975 Epoch 271/5000 148/148 [==============================] - 0s 34us/step - loss: 95965.8594 - mean_absolute_error: 266.3651 - val_loss: 160274.5867 - val_mean_absolute_error: 378.7965 Epoch 272/5000 148/148 [==============================] - 0s 34us/step - loss: 95965.3281 - mean_absolute_error: 266.3641 - val_loss: 160273.8190 - val_mean_absolute_error: 378.7956 Epoch 273/5000 148/148 [==============================] - 0s 27us/step - loss: 95964.7812 - mean_absolute_error: 266.3631 - val_loss: 160273.0825 - val_mean_absolute_error: 378.7946 Epoch 274/5000 148/148 [==============================] - 0s 34us/step - loss: 95964.2734 - mean_absolute_error: 266.3621 - val_loss: 160272.2994 - val_mean_absolute_error: 378.7936 Epoch 275/5000 148/148 [==============================] - 0s 27us/step - loss: 95963.7266 - mean_absolute_error: 266.3611 - val_loss: 160271.5471 - val_mean_absolute_error: 378.7927 Epoch 276/5000 148/148 [==============================] - 0s 27us/step - loss: 95963.1953 - mean_absolute_error: 266.3602 - val_loss: 160270.7948 - val_mean_absolute_error: 378.7917 Epoch 277/5000 148/148 [==============================] - 0s 27us/step - loss: 95962.6562 - mean_absolute_error: 266.3591 - val_loss: 160270.0275 - val_mean_absolute_error: 378.7907 Epoch 278/5000 148/148 [==============================] - 0s 34us/step - loss: 95962.1406 - mean_absolute_error: 266.3581 - val_loss: 160269.2906 - val_mean_absolute_error: 378.7897 Epoch 279/5000 148/148 [==============================] - 0s 34us/step - loss: 95961.6016 - mean_absolute_error: 266.3571 - val_loss: 160268.5075 - val_mean_absolute_error: 378.7888 Epoch 280/5000 148/148 [==============================] - 0s 34us/step - loss: 95961.0625 - mean_absolute_error: 266.3561 - val_loss: 160267.7550 - val_mean_absolute_error: 378.7877 Epoch 281/5000 148/148 [==============================] - 0s 27us/step - loss: 95960.5312 - mean_absolute_error: 266.3551 - val_loss: 160267.0187 - val_mean_absolute_error: 378.7868 Epoch 282/5000 148/148 [==============================] - 0s 34us/step - loss: 95960.0078 - mean_absolute_error: 266.3541 - val_loss: 160266.2508 - val_mean_absolute_error: 378.7858 Epoch 283/5000 148/148 [==============================] - 0s 41us/step - loss: 95959.4766 - mean_absolute_error: 266.3531 - val_loss: 160265.4833 - val_mean_absolute_error: 378.7848 Epoch 284/5000 148/148 [==============================] - 0s 27us/step - loss: 95958.9375 - mean_absolute_error: 266.3521 - val_loss: 160264.7308 - val_mean_absolute_error: 378.7838 Epoch 285/5000 148/148 [==============================] - 0s 34us/step - loss: 95958.4062 - mean_absolute_error: 266.3511 - val_loss: 160263.9788 - val_mean_absolute_error: 378.7829 Epoch 286/5000 148/148 [==============================] - 0s 27us/step - loss: 95957.8672 - mean_absolute_error: 266.3501 - val_loss: 160263.2267 - val_mean_absolute_error: 378.7819 Epoch 287/5000 148/148 [==============================] - 0s 27us/step - loss: 95957.3516 - mean_absolute_error: 266.3491 - val_loss: 160262.4590 - val_mean_absolute_error: 378.7809 Epoch 288/5000 148/148 [==============================] - 0s 20us/step - loss: 95956.8125 - mean_absolute_error: 266.3481 - val_loss: 160261.6913 - val_mean_absolute_error: 378.7799 Epoch 289/5000 148/148 [==============================] - 0s 27us/step - loss: 95956.2734 - mean_absolute_error: 266.3471 - val_loss: 160260.9390 - val_mean_absolute_error: 378.7790 Epoch 290/5000 148/148 [==============================] - 0s 34us/step - loss: 95955.7422 - mean_absolute_error: 266.3461 - val_loss: 160260.1871 - val_mean_absolute_error: 378.7780 Epoch 291/5000 148/148 [==============================] - 0s 27us/step - loss: 95955.2109 - mean_absolute_error: 266.3451 - val_loss: 160259.4194 - val_mean_absolute_error: 378.7771 Epoch 292/5000 148/148 [==============================] - 0s 34us/step - loss: 95954.6719 - mean_absolute_error: 266.3441 - val_loss: 160258.6825 - val_mean_absolute_error: 378.7761 Epoch 293/5000 148/148 [==============================] - 0s 34us/step - loss: 95954.1406 - mean_absolute_error: 266.3431 - val_loss: 160257.8994 - val_mean_absolute_error: 378.7751 Epoch 294/5000 148/148 [==============================] - 0s 34us/step - loss: 95953.6094 - mean_absolute_error: 266.3421 - val_loss: 160257.1629 - val_mean_absolute_error: 378.7742 Epoch 295/5000 148/148 [==============================] - 0s 27us/step - loss: 95953.0781 - mean_absolute_error: 266.3411 - val_loss: 160256.4106 - val_mean_absolute_error: 378.7732 Epoch 296/5000 148/148 [==============================] - 0s 27us/step - loss: 95952.5391 - mean_absolute_error: 266.3401 - val_loss: 160255.6429 - val_mean_absolute_error: 378.7722 Epoch 297/5000 148/148 [==============================] - 0s 34us/step - loss: 95952.0156 - mean_absolute_error: 266.3392 - val_loss: 160254.8750 - val_mean_absolute_error: 378.7712 Epoch 298/5000 148/148 [==============================] - 0s 34us/step - loss: 95951.4766 - mean_absolute_error: 266.3381 - val_loss: 160254.1075 - val_mean_absolute_error: 378.7703 Epoch 299/5000 148/148 [==============================] - 0s 34us/step - loss: 95950.9375 - mean_absolute_error: 266.3371 - val_loss: 160253.3708 - val_mean_absolute_error: 378.7693 Epoch 300/5000 148/148 [==============================] - 0s 34us/step - loss: 95950.4219 - mean_absolute_error: 266.3361 - val_loss: 160252.6187 - val_mean_absolute_error: 378.7683 Epoch 301/5000 148/148 [==============================] - 0s 27us/step - loss: 95949.8750 - mean_absolute_error: 266.3351 - val_loss: 160251.8508 - val_mean_absolute_error: 378.7674 Epoch 302/5000 148/148 [==============================] - 0s 27us/step - loss: 95949.3438 - mean_absolute_error: 266.3341 - val_loss: 160251.0833 - val_mean_absolute_error: 378.7663 Epoch 303/5000 148/148 [==============================] - 0s 27us/step - loss: 95948.8125 - mean_absolute_error: 266.3331 - val_loss: 160250.3467 - val_mean_absolute_error: 378.7653 Epoch 304/5000 148/148 [==============================] - 0s 34us/step - loss: 95948.2812 - mean_absolute_error: 266.3321 - val_loss: 160249.5635 - val_mean_absolute_error: 378.7644 Epoch 305/5000 148/148 [==============================] - 0s 27us/step - loss: 95947.7578 - mean_absolute_error: 266.3311 - val_loss: 160248.8267 - val_mean_absolute_error: 378.7634 Epoch 306/5000 148/148 [==============================] - 0s 34us/step - loss: 95947.2266 - mean_absolute_error: 266.3301 - val_loss: 160248.0590 - val_mean_absolute_error: 378.7624 Epoch 307/5000 148/148 [==============================] - 0s 27us/step - loss: 95946.6797 - mean_absolute_error: 266.3291 - val_loss: 160247.3225 - val_mean_absolute_error: 378.7615 Epoch 308/5000 148/148 [==============================] - 0s 34us/step - loss: 95946.1562 - mean_absolute_error: 266.3281 - val_loss: 160246.5394 - val_mean_absolute_error: 378.7605 Epoch 309/5000 148/148 [==============================] - 0s 27us/step - loss: 95945.6250 - mean_absolute_error: 266.3271 - val_loss: 160245.8025 - val_mean_absolute_error: 378.7595 Epoch 310/5000 148/148 [==============================] - 0s 34us/step - loss: 95945.0859 - mean_absolute_error: 266.3261 - val_loss: 160245.0348 - val_mean_absolute_error: 378.7585 Epoch 311/5000 148/148 [==============================] - 0s 27us/step - loss: 95944.5625 - mean_absolute_error: 266.3251 - val_loss: 160244.2829 - val_mean_absolute_error: 378.7576 Epoch 312/5000 148/148 [==============================] - 0s 34us/step - loss: 95944.0234 - mean_absolute_error: 266.3241 - val_loss: 160243.5306 - val_mean_absolute_error: 378.7566 Epoch 313/5000 148/148 [==============================] - 0s 27us/step - loss: 95943.4922 - mean_absolute_error: 266.3231 - val_loss: 160242.7475 - val_mean_absolute_error: 378.7556 Epoch 314/5000 148/148 [==============================] - 0s 27us/step - loss: 95942.9609 - mean_absolute_error: 266.3221 - val_loss: 160242.0106 - val_mean_absolute_error: 378.7547 Epoch 315/5000 148/148 [==============================] - 0s 27us/step - loss: 95942.4219 - mean_absolute_error: 266.3211 - val_loss: 160241.2429 - val_mean_absolute_error: 378.7537 Epoch 316/5000 148/148 [==============================] - 0s 27us/step - loss: 95941.8828 - mean_absolute_error: 266.3201 - val_loss: 160240.4908 - val_mean_absolute_error: 378.7528 Epoch 317/5000 148/148 [==============================] - 0s 34us/step - loss: 95941.3594 - mean_absolute_error: 266.3192 - val_loss: 160239.7387 - val_mean_absolute_error: 378.7518 Epoch 318/5000 148/148 [==============================] - 0s 34us/step - loss: 95940.8203 - mean_absolute_error: 266.3182 - val_loss: 160238.9708 - val_mean_absolute_error: 378.7508 Epoch 319/5000 148/148 [==============================] - 0s 34us/step - loss: 95940.2891 - mean_absolute_error: 266.3171 - val_loss: 160238.2188 - val_mean_absolute_error: 378.7498 Epoch 320/5000 148/148 [==============================] - 0s 34us/step - loss: 95939.7578 - mean_absolute_error: 266.3161 - val_loss: 160237.4821 - val_mean_absolute_error: 378.7489 Epoch 321/5000 148/148 [==============================] - 0s 27us/step - loss: 95939.2266 - mean_absolute_error: 266.3151 - val_loss: 160236.7146 - val_mean_absolute_error: 378.7479 Epoch 322/5000 148/148 [==============================] - 0s 34us/step - loss: 95938.7031 - mean_absolute_error: 266.3141 - val_loss: 160235.9312 - val_mean_absolute_error: 378.7468 Epoch 323/5000 148/148 [==============================] - 0s 27us/step - loss: 95938.1641 - mean_absolute_error: 266.3131 - val_loss: 160235.1946 - val_mean_absolute_error: 378.7459 Epoch 324/5000 148/148 [==============================] - 0s 34us/step - loss: 95937.6250 - mean_absolute_error: 266.3121 - val_loss: 160234.4271 - val_mean_absolute_error: 378.7449 Epoch 325/5000 148/148 [==============================] - 0s 27us/step - loss: 95937.1094 - mean_absolute_error: 266.3111 - val_loss: 160233.6902 - val_mean_absolute_error: 378.7439 Epoch 326/5000 148/148 [==============================] - 0s 27us/step - loss: 95936.5781 - mean_absolute_error: 266.3101 - val_loss: 160232.9225 - val_mean_absolute_error: 378.7430 Epoch 327/5000 148/148 [==============================] - 0s 34us/step - loss: 95936.0312 - mean_absolute_error: 266.3091 - val_loss: 160232.1550 - val_mean_absolute_error: 378.7420 Epoch 328/5000 148/148 [==============================] - 0s 34us/step - loss: 95935.5000 - mean_absolute_error: 266.3081 - val_loss: 160231.4025 - val_mean_absolute_error: 378.7410 Epoch 329/5000 148/148 [==============================] - 0s 27us/step - loss: 95934.9609 - mean_absolute_error: 266.3071 - val_loss: 160230.6506 - val_mean_absolute_error: 378.7401 Epoch 330/5000 148/148 [==============================] - 0s 41us/step - loss: 95934.4297 - mean_absolute_error: 266.3061 - val_loss: 160229.8829 - val_mean_absolute_error: 378.7391 Epoch 331/5000 148/148 [==============================] - 0s 34us/step - loss: 95933.8984 - mean_absolute_error: 266.3051 - val_loss: 160229.1308 - val_mean_absolute_error: 378.7381 Epoch 332/5000 148/148 [==============================] - 0s 27us/step - loss: 95933.3672 - mean_absolute_error: 266.3041 - val_loss: 160228.3783 - val_mean_absolute_error: 378.7371 Epoch 333/5000 148/148 [==============================] - 0s 34us/step - loss: 95932.8359 - mean_absolute_error: 266.3031 - val_loss: 160227.6108 - val_mean_absolute_error: 378.7362 Epoch 334/5000 148/148 [==============================] - 0s 34us/step - loss: 95932.3125 - mean_absolute_error: 266.3021 - val_loss: 160226.8588 - val_mean_absolute_error: 378.7352 Epoch 335/5000 148/148 [==============================] - 0s 34us/step - loss: 95931.7734 - mean_absolute_error: 266.3011 - val_loss: 160226.0908 - val_mean_absolute_error: 378.7343 Epoch 336/5000 148/148 [==============================] - 0s 27us/step - loss: 95931.2422 - mean_absolute_error: 266.3001 - val_loss: 160225.3387 - val_mean_absolute_error: 378.7333 Epoch 337/5000 148/148 [==============================] - 0s 34us/step - loss: 95930.7109 - mean_absolute_error: 266.2991 - val_loss: 160224.5867 - val_mean_absolute_error: 378.7323 Epoch 338/5000 148/148 [==============================] - 0s 27us/step - loss: 95930.1797 - mean_absolute_error: 266.2982 - val_loss: 160223.8346 - val_mean_absolute_error: 378.7314 Epoch 339/5000 148/148 [==============================] - 0s 34us/step - loss: 95929.6484 - mean_absolute_error: 266.2972 - val_loss: 160223.0667 - val_mean_absolute_error: 378.7304 Epoch 340/5000 148/148 [==============================] - 0s 27us/step - loss: 95929.1094 - mean_absolute_error: 266.2961 - val_loss: 160222.3146 - val_mean_absolute_error: 378.7294 Epoch 341/5000 148/148 [==============================] - 0s 27us/step - loss: 95928.5703 - mean_absolute_error: 266.2951 - val_loss: 160221.5625 - val_mean_absolute_error: 378.7284 Epoch 342/5000 148/148 [==============================] - 0s 34us/step - loss: 95928.0469 - mean_absolute_error: 266.2941 - val_loss: 160220.8104 - val_mean_absolute_error: 378.7275 Epoch 343/5000 148/148 [==============================] - 0s 34us/step - loss: 95927.5234 - mean_absolute_error: 266.2932 - val_loss: 160220.0425 - val_mean_absolute_error: 378.7265 Epoch 344/5000 148/148 [==============================] - 0s 27us/step - loss: 95926.9844 - mean_absolute_error: 266.2921 - val_loss: 160219.2750 - val_mean_absolute_error: 378.7255 Epoch 345/5000 148/148 [==============================] - 0s 34us/step - loss: 95926.4453 - mean_absolute_error: 266.2911 - val_loss: 160218.5383 - val_mean_absolute_error: 378.7245 Epoch 346/5000 148/148 [==============================] - 0s 34us/step - loss: 95925.9219 - mean_absolute_error: 266.2901 - val_loss: 160217.7708 - val_mean_absolute_error: 378.7235 Epoch 347/5000 148/148 [==============================] - 0s 27us/step - loss: 95925.3906 - mean_absolute_error: 266.2891 - val_loss: 160217.0029 - val_mean_absolute_error: 378.7226 Epoch 348/5000 148/148 [==============================] - 0s 34us/step - loss: 95924.8516 - mean_absolute_error: 266.2881 - val_loss: 160216.2508 - val_mean_absolute_error: 378.7216 Epoch 349/5000 148/148 [==============================] - 0s 34us/step - loss: 95924.3281 - mean_absolute_error: 266.2871 - val_loss: 160215.5142 - val_mean_absolute_error: 378.7206 Epoch 350/5000 148/148 [==============================] - 0s 34us/step - loss: 95923.7891 - mean_absolute_error: 266.2861 - val_loss: 160214.7465 - val_mean_absolute_error: 378.7196 Epoch 351/5000 148/148 [==============================] - 0s 27us/step - loss: 95923.2578 - mean_absolute_error: 266.2851 - val_loss: 160213.9942 - val_mean_absolute_error: 378.7187 Epoch 352/5000 148/148 [==============================] - 0s 27us/step - loss: 95922.7188 - mean_absolute_error: 266.2841 - val_loss: 160213.2265 - val_mean_absolute_error: 378.7177 Epoch 353/5000 148/148 [==============================] - 0s 34us/step - loss: 95922.1797 - mean_absolute_error: 266.2831 - val_loss: 160212.4900 - val_mean_absolute_error: 378.7167 Epoch 354/5000 148/148 [==============================] - 0s 34us/step - loss: 95921.6641 - mean_absolute_error: 266.2821 - val_loss: 160211.7377 - val_mean_absolute_error: 378.7157 Epoch 355/5000 148/148 [==============================] - 0s 27us/step - loss: 95921.1328 - mean_absolute_error: 266.2812 - val_loss: 160210.9546 - val_mean_absolute_error: 378.7148 Epoch 356/5000 148/148 [==============================] - 0s 34us/step - loss: 95920.5859 - mean_absolute_error: 266.2801 - val_loss: 160210.2023 - val_mean_absolute_error: 378.7138 Epoch 357/5000 148/148 [==============================] - 0s 34us/step - loss: 95920.0625 - mean_absolute_error: 266.2791 - val_loss: 160209.4350 - val_mean_absolute_error: 378.7128 Epoch 358/5000 148/148 [==============================] - 0s 27us/step - loss: 95919.5312 - mean_absolute_error: 266.2781 - val_loss: 160208.6827 - val_mean_absolute_error: 378.7119 Epoch 359/5000 148/148 [==============================] - 0s 27us/step - loss: 95919.0000 - mean_absolute_error: 266.2772 - val_loss: 160207.9304 - val_mean_absolute_error: 378.7109 Epoch 360/5000 148/148 [==============================] - 0s 41us/step - loss: 95918.4609 - mean_absolute_error: 266.2762 - val_loss: 160207.1627 - val_mean_absolute_error: 378.7099 Epoch 361/5000 148/148 [==============================] - 0s 41us/step - loss: 95917.9297 - mean_absolute_error: 266.2751 - val_loss: 160206.4104 - val_mean_absolute_error: 378.7089 Epoch 362/5000 148/148 [==============================] - 0s 34us/step - loss: 95917.3984 - mean_absolute_error: 266.2741 - val_loss: 160205.6737 - val_mean_absolute_error: 378.7080 Epoch 363/5000 148/148 [==============================] - 0s 34us/step - loss: 95916.8750 - mean_absolute_error: 266.2731 - val_loss: 160204.9062 - val_mean_absolute_error: 378.7070 Epoch 364/5000 148/148 [==============================] - 0s 34us/step - loss: 95916.3359 - mean_absolute_error: 266.2721 - val_loss: 160204.1383 - val_mean_absolute_error: 378.7060 Epoch 365/5000 148/148 [==============================] - 0s 34us/step - loss: 95915.7969 - mean_absolute_error: 266.2711 - val_loss: 160203.3863 - val_mean_absolute_error: 378.7050 Epoch 366/5000 148/148 [==============================] - 0s 34us/step - loss: 95915.2656 - mean_absolute_error: 266.2701 - val_loss: 160202.6187 - val_mean_absolute_error: 378.7040 Epoch 367/5000 148/148 [==============================] - 0s 34us/step - loss: 95914.7422 - mean_absolute_error: 266.2691 - val_loss: 160201.8821 - val_mean_absolute_error: 378.7031 Epoch 368/5000 148/148 [==============================] - 0s 34us/step - loss: 95914.1953 - mean_absolute_error: 266.2681 - val_loss: 160201.1142 - val_mean_absolute_error: 378.7021 Epoch 369/5000 148/148 [==============================] - 0s 20us/step - loss: 95913.6719 - mean_absolute_error: 266.2671 - val_loss: 160200.3621 - val_mean_absolute_error: 378.7011 Epoch 370/5000 148/148 [==============================] - 0s 27us/step - loss: 95913.1328 - mean_absolute_error: 266.2661 - val_loss: 160199.6100 - val_mean_absolute_error: 378.7001 Epoch 371/5000 148/148 [==============================] - 0s 41us/step - loss: 95912.6172 - mean_absolute_error: 266.2651 - val_loss: 160198.8423 - val_mean_absolute_error: 378.6992 Epoch 372/5000 148/148 [==============================] - 0s 34us/step - loss: 95912.0781 - mean_absolute_error: 266.2641 - val_loss: 160198.0746 - val_mean_absolute_error: 378.6982 Epoch 373/5000 148/148 [==============================] - 0s 27us/step - loss: 95911.5391 - mean_absolute_error: 266.2631 - val_loss: 160197.3223 - val_mean_absolute_error: 378.6973 Epoch 374/5000 148/148 [==============================] - 0s 34us/step - loss: 95911.0078 - mean_absolute_error: 266.2621 - val_loss: 160196.6013 - val_mean_absolute_error: 378.6963 Epoch 375/5000 148/148 [==============================] - 0s 41us/step - loss: 95910.4844 - mean_absolute_error: 266.2611 - val_loss: 160195.8181 - val_mean_absolute_error: 378.6953 Epoch 376/5000 148/148 [==============================] - 0s 27us/step - loss: 95909.9375 - mean_absolute_error: 266.2601 - val_loss: 160195.0658 - val_mean_absolute_error: 378.6943 Epoch 377/5000 148/148 [==============================] - 0s 34us/step - loss: 95909.4141 - mean_absolute_error: 266.2592 - val_loss: 160194.2981 - val_mean_absolute_error: 378.6934 Epoch 378/5000 148/148 [==============================] - 0s 41us/step - loss: 95908.8750 - mean_absolute_error: 266.2581 - val_loss: 160193.5617 - val_mean_absolute_error: 378.6924 Epoch 379/5000 148/148 [==============================] - 0s 34us/step - loss: 95908.3438 - mean_absolute_error: 266.2571 - val_loss: 160192.7940 - val_mean_absolute_error: 378.6915 Epoch 380/5000 148/148 [==============================] - 0s 27us/step - loss: 95907.8281 - mean_absolute_error: 266.2562 - val_loss: 160192.0262 - val_mean_absolute_error: 378.6905 Epoch 381/5000 148/148 [==============================] - 0s 41us/step - loss: 95907.2812 - mean_absolute_error: 266.2552 - val_loss: 160191.2740 - val_mean_absolute_error: 378.6895 Epoch 382/5000 148/148 [==============================] - 0s 34us/step - loss: 95906.7500 - mean_absolute_error: 266.2541 - val_loss: 160190.5375 - val_mean_absolute_error: 378.6885 Epoch 383/5000 148/148 [==============================] - 0s 27us/step - loss: 95906.2266 - mean_absolute_error: 266.2531 - val_loss: 160189.7542 - val_mean_absolute_error: 378.6876 Epoch 384/5000 148/148 [==============================] - 0s 27us/step - loss: 95905.6875 - mean_absolute_error: 266.2521 - val_loss: 160189.0021 - val_mean_absolute_error: 378.6866 Epoch 385/5000 148/148 [==============================] - 0s 34us/step - loss: 95905.1562 - mean_absolute_error: 266.2512 - val_loss: 160188.2342 - val_mean_absolute_error: 378.6856 Epoch 386/5000 148/148 [==============================] - 0s 34us/step - loss: 95904.6250 - mean_absolute_error: 266.2502 - val_loss: 160187.4979 - val_mean_absolute_error: 378.6847 Epoch 387/5000 148/148 [==============================] - 0s 27us/step - loss: 95904.0938 - mean_absolute_error: 266.2491 - val_loss: 160186.7454 - val_mean_absolute_error: 378.6836 Epoch 388/5000 148/148 [==============================] - 0s 27us/step - loss: 95903.5625 - mean_absolute_error: 266.2481 - val_loss: 160185.9625 - val_mean_absolute_error: 378.6827 Epoch 389/5000 148/148 [==============================] - 0s 27us/step - loss: 95903.0234 - mean_absolute_error: 266.2472 - val_loss: 160185.2254 - val_mean_absolute_error: 378.6817 Epoch 390/5000 148/148 [==============================] - 0s 34us/step - loss: 95902.4844 - mean_absolute_error: 266.2462 - val_loss: 160184.4581 - val_mean_absolute_error: 378.6807 Epoch 391/5000 148/148 [==============================] - 0s 34us/step - loss: 95901.9688 - mean_absolute_error: 266.2452 - val_loss: 160183.6904 - val_mean_absolute_error: 378.6797 Epoch 392/5000 148/148 [==============================] - 0s 27us/step - loss: 95901.4297 - mean_absolute_error: 266.2441 - val_loss: 160182.9535 - val_mean_absolute_error: 378.6788 Epoch 393/5000 148/148 [==============================] - 0s 27us/step - loss: 95900.8984 - mean_absolute_error: 266.2431 - val_loss: 160182.1858 - val_mean_absolute_error: 378.6778 Epoch 394/5000 148/148 [==============================] - 0s 34us/step - loss: 95900.3750 - mean_absolute_error: 266.2421 - val_loss: 160181.4340 - val_mean_absolute_error: 378.6768 Epoch 395/5000 148/148 [==============================] - 0s 20us/step - loss: 95899.8359 - mean_absolute_error: 266.2411 - val_loss: 160180.6817 - val_mean_absolute_error: 378.6759 Epoch 396/5000 148/148 [==============================] - 0s 34us/step - loss: 95899.2969 - mean_absolute_error: 266.2401 - val_loss: 160179.9140 - val_mean_absolute_error: 378.6749 Epoch 397/5000 148/148 [==============================] - 0s 34us/step - loss: 95898.7656 - mean_absolute_error: 266.2391 - val_loss: 160179.1462 - val_mean_absolute_error: 378.6739 Epoch 398/5000 148/148 [==============================] - 0s 27us/step - loss: 95898.2344 - mean_absolute_error: 266.2381 - val_loss: 160178.4098 - val_mean_absolute_error: 378.6730 Epoch 399/5000 148/148 [==============================] - 0s 27us/step - loss: 95897.7109 - mean_absolute_error: 266.2372 - val_loss: 160177.6421 - val_mean_absolute_error: 378.6720 Epoch 400/5000 148/148 [==============================] - 0s 27us/step - loss: 95897.1719 - mean_absolute_error: 266.2361 - val_loss: 160176.8898 - val_mean_absolute_error: 378.6710 Epoch 401/5000 148/148 [==============================] - 0s 34us/step - loss: 95896.6406 - mean_absolute_error: 266.2352 - val_loss: 160176.1375 - val_mean_absolute_error: 378.6700 Epoch 402/5000 148/148 [==============================] - 0s 41us/step - loss: 95896.1094 - mean_absolute_error: 266.2342 - val_loss: 160175.3546 - val_mean_absolute_error: 378.6690 Epoch 403/5000 148/148 [==============================] - 0s 41us/step - loss: 95895.5703 - mean_absolute_error: 266.2331 - val_loss: 160174.6179 - val_mean_absolute_error: 378.6681 Epoch 404/5000 148/148 [==============================] - 0s 41us/step - loss: 95895.0391 - mean_absolute_error: 266.2321 - val_loss: 160173.8500 - val_mean_absolute_error: 378.6671 Epoch 405/5000 148/148 [==============================] - 0s 41us/step - loss: 95894.5078 - mean_absolute_error: 266.2311 - val_loss: 160173.0979 - val_mean_absolute_error: 378.6662 Epoch 406/5000 148/148 [==============================] - 0s 34us/step - loss: 95893.9766 - mean_absolute_error: 266.2302 - val_loss: 160172.3454 - val_mean_absolute_error: 378.6651 Epoch 407/5000 148/148 [==============================] - 0s 34us/step - loss: 95893.4297 - mean_absolute_error: 266.2291 - val_loss: 160171.5938 - val_mean_absolute_error: 378.6641 Epoch 408/5000 148/148 [==============================] - 0s 34us/step - loss: 95892.9219 - mean_absolute_error: 266.2281 - val_loss: 160170.8258 - val_mean_absolute_error: 378.6632 Epoch 409/5000 148/148 [==============================] - 0s 27us/step - loss: 95892.3750 - mean_absolute_error: 266.2271 - val_loss: 160170.0738 - val_mean_absolute_error: 378.6622 Epoch 410/5000 148/148 [==============================] - 0s 34us/step - loss: 95891.8516 - mean_absolute_error: 266.2261 - val_loss: 160169.3213 - val_mean_absolute_error: 378.6612 Epoch 411/5000 148/148 [==============================] - 0s 41us/step - loss: 95891.3125 - mean_absolute_error: 266.2251 - val_loss: 160168.5542 - val_mean_absolute_error: 378.6603 Epoch 412/5000 148/148 [==============================] - 0s 34us/step - loss: 95890.7812 - mean_absolute_error: 266.2242 - val_loss: 160167.8171 - val_mean_absolute_error: 378.6593 Epoch 413/5000 148/148 [==============================] - 0s 34us/step - loss: 95890.2500 - mean_absolute_error: 266.2231 - val_loss: 160167.0496 - val_mean_absolute_error: 378.6583 Epoch 414/5000 148/148 [==============================] - 0s 27us/step - loss: 95889.7188 - mean_absolute_error: 266.2221 - val_loss: 160166.3125 - val_mean_absolute_error: 378.6573 Epoch 415/5000 148/148 [==============================] - 0s 34us/step - loss: 95889.1719 - mean_absolute_error: 266.2211 - val_loss: 160165.5454 - val_mean_absolute_error: 378.6564 Epoch 416/5000 148/148 [==============================] - 0s 27us/step - loss: 95888.6562 - mean_absolute_error: 266.2201 - val_loss: 160164.7621 - val_mean_absolute_error: 378.6554 Epoch 417/5000 148/148 [==============================] - 0s 27us/step - loss: 95888.1250 - mean_absolute_error: 266.2191 - val_loss: 160164.0100 - val_mean_absolute_error: 378.6545 Epoch 418/5000 148/148 [==============================] - 0s 27us/step - loss: 95887.5938 - mean_absolute_error: 266.2181 - val_loss: 160163.2575 - val_mean_absolute_error: 378.6535 Epoch 419/5000 148/148 [==============================] - 0s 34us/step - loss: 95887.0469 - mean_absolute_error: 266.2171 - val_loss: 160162.5058 - val_mean_absolute_error: 378.6525 Epoch 420/5000 148/148 [==============================] - 0s 34us/step - loss: 95886.5234 - mean_absolute_error: 266.2162 - val_loss: 160161.7533 - val_mean_absolute_error: 378.6516 Epoch 421/5000 148/148 [==============================] - 0s 34us/step - loss: 95886.0000 - mean_absolute_error: 266.2151 - val_loss: 160161.0013 - val_mean_absolute_error: 378.6506 Epoch 422/5000 148/148 [==============================] - 0s 34us/step - loss: 95885.4609 - mean_absolute_error: 266.2142 - val_loss: 160160.2025 - val_mean_absolute_error: 378.6496 Epoch 423/5000 148/148 [==============================] - 0s 27us/step - loss: 95884.9219 - mean_absolute_error: 266.2132 - val_loss: 160159.4969 - val_mean_absolute_error: 378.6487 Epoch 424/5000 148/148 [==============================] - 0s 34us/step - loss: 95884.4062 - mean_absolute_error: 266.2122 - val_loss: 160158.7137 - val_mean_absolute_error: 378.6477 Epoch 425/5000 148/148 [==============================] - 0s 27us/step - loss: 95883.8750 - mean_absolute_error: 266.2112 - val_loss: 160157.9615 - val_mean_absolute_error: 378.6467 Epoch 426/5000 148/148 [==============================] - 0s 34us/step - loss: 95883.3281 - mean_absolute_error: 266.2102 - val_loss: 160157.1938 - val_mean_absolute_error: 378.6457 Epoch 427/5000 148/148 [==============================] - 0s 27us/step - loss: 95882.7891 - mean_absolute_error: 266.2092 - val_loss: 160156.4573 - val_mean_absolute_error: 378.6448 Epoch 428/5000 148/148 [==============================] - 0s 27us/step - loss: 95882.2734 - mean_absolute_error: 266.2082 - val_loss: 160155.7050 - val_mean_absolute_error: 378.6438 Epoch 429/5000 148/148 [==============================] - 0s 27us/step - loss: 95881.7422 - mean_absolute_error: 266.2072 - val_loss: 160154.9373 - val_mean_absolute_error: 378.6427 Epoch 430/5000 148/148 [==============================] - 0s 34us/step - loss: 95881.1953 - mean_absolute_error: 266.2061 - val_loss: 160154.1850 - val_mean_absolute_error: 378.6418 Epoch 431/5000 148/148 [==============================] - 0s 34us/step - loss: 95880.6719 - mean_absolute_error: 266.2051 - val_loss: 160153.4331 - val_mean_absolute_error: 378.6408 Epoch 432/5000 148/148 [==============================] - 0s 27us/step - loss: 95880.1406 - mean_absolute_error: 266.2042 - val_loss: 160152.6808 - val_mean_absolute_error: 378.6399 Epoch 433/5000 148/148 [==============================] - 0s 34us/step - loss: 95879.6094 - mean_absolute_error: 266.2032 - val_loss: 160151.8823 - val_mean_absolute_error: 378.6389 Epoch 434/5000 148/148 [==============================] - 0s 27us/step - loss: 95879.0781 - mean_absolute_error: 266.2021 - val_loss: 160151.1608 - val_mean_absolute_error: 378.6379 Epoch 435/5000 148/148 [==============================] - 0s 27us/step - loss: 95878.5312 - mean_absolute_error: 266.2011 - val_loss: 160150.3933 - val_mean_absolute_error: 378.6369 Epoch 436/5000 148/148 [==============================] - 0s 20us/step - loss: 95878.0156 - mean_absolute_error: 266.2001 - val_loss: 160149.6412 - val_mean_absolute_error: 378.6360 Epoch 437/5000 148/148 [==============================] - 0s 41us/step - loss: 95877.4766 - mean_absolute_error: 266.1991 - val_loss: 160148.8733 - val_mean_absolute_error: 378.6350 Epoch 438/5000 148/148 [==============================] - 0s 27us/step - loss: 95876.9453 - mean_absolute_error: 266.1982 - val_loss: 160148.1212 - val_mean_absolute_error: 378.6340 Epoch 439/5000 148/148 [==============================] - 0s 34us/step - loss: 95876.4141 - mean_absolute_error: 266.1972 - val_loss: 160147.3846 - val_mean_absolute_error: 378.6331 Epoch 440/5000 148/148 [==============================] - 0s 27us/step - loss: 95875.8750 - mean_absolute_error: 266.1962 - val_loss: 160146.6171 - val_mean_absolute_error: 378.6321 Epoch 441/5000 148/148 [==============================] - 0s 34us/step - loss: 95875.3516 - mean_absolute_error: 266.1952 - val_loss: 160145.8492 - val_mean_absolute_error: 378.6311 Epoch 442/5000 148/148 [==============================] - 0s 27us/step - loss: 95874.8281 - mean_absolute_error: 266.1942 - val_loss: 160145.1125 - val_mean_absolute_error: 378.6302 Epoch 443/5000 148/148 [==============================] - 0s 47us/step - loss: 95874.2734 - mean_absolute_error: 266.1932 - val_loss: 160144.3450 - val_mean_absolute_error: 378.6292 Epoch 444/5000 148/148 [==============================] - 0s 27us/step - loss: 95873.7578 - mean_absolute_error: 266.1922 - val_loss: 160143.5773 - val_mean_absolute_error: 378.6282 Epoch 445/5000 148/148 [==============================] - 0s 27us/step - loss: 95873.2266 - mean_absolute_error: 266.1912 - val_loss: 160142.8404 - val_mean_absolute_error: 378.6272 Epoch 446/5000 148/148 [==============================] - 0s 27us/step - loss: 95872.6875 - mean_absolute_error: 266.1901 - val_loss: 160142.0573 - val_mean_absolute_error: 378.6263 Epoch 447/5000 148/148 [==============================] - 0s 34us/step - loss: 95872.1484 - mean_absolute_error: 266.1891 - val_loss: 160141.3208 - val_mean_absolute_error: 378.6253 Epoch 448/5000 148/148 [==============================] - 0s 41us/step - loss: 95871.6250 - mean_absolute_error: 266.1881 - val_loss: 160140.5531 - val_mean_absolute_error: 378.6243 Epoch 449/5000 148/148 [==============================] - 0s 27us/step - loss: 95871.0938 - mean_absolute_error: 266.1872 - val_loss: 160139.8008 - val_mean_absolute_error: 378.6233 Epoch 450/5000 148/148 [==============================] - 0s 34us/step - loss: 95870.5625 - mean_absolute_error: 266.1861 - val_loss: 160139.0485 - val_mean_absolute_error: 378.6223 Epoch 451/5000 148/148 [==============================] - 0s 34us/step - loss: 95870.0156 - mean_absolute_error: 266.1852 - val_loss: 160138.2808 - val_mean_absolute_error: 378.6213 Epoch 452/5000 148/148 [==============================] - 0s 34us/step - loss: 95869.4844 - mean_absolute_error: 266.1841 - val_loss: 160137.5290 - val_mean_absolute_error: 378.6204 Epoch 453/5000 148/148 [==============================] - 0s 34us/step - loss: 95868.9766 - mean_absolute_error: 266.1831 - val_loss: 160136.7767 - val_mean_absolute_error: 378.6194 Epoch 454/5000 148/148 [==============================] - 0s 34us/step - loss: 95868.4297 - mean_absolute_error: 266.1822 - val_loss: 160136.0090 - val_mean_absolute_error: 378.6184 Epoch 455/5000 148/148 [==============================] - 0s 27us/step - loss: 95867.8906 - mean_absolute_error: 266.1812 - val_loss: 160135.2258 - val_mean_absolute_error: 378.6174 Epoch 456/5000 148/148 [==============================] - 0s 34us/step - loss: 95867.3594 - mean_absolute_error: 266.1801 - val_loss: 160134.5048 - val_mean_absolute_error: 378.6165 Epoch 457/5000 148/148 [==============================] - 0s 27us/step - loss: 95866.8438 - mean_absolute_error: 266.1791 - val_loss: 160133.7371 - val_mean_absolute_error: 378.6155 Epoch 458/5000 148/148 [==============================] - 0s 34us/step - loss: 95866.3047 - mean_absolute_error: 266.1781 - val_loss: 160132.9848 - val_mean_absolute_error: 378.6145 Epoch 459/5000 148/148 [==============================] - 0s 27us/step - loss: 95865.7734 - mean_absolute_error: 266.1772 - val_loss: 160132.2171 - val_mean_absolute_error: 378.6136 Epoch 460/5000 148/148 [==============================] - 0s 27us/step - loss: 95865.2266 - mean_absolute_error: 266.1761 - val_loss: 160131.4804 - val_mean_absolute_error: 378.6126 Epoch 461/5000 148/148 [==============================] - 0s 27us/step - loss: 95864.7188 - mean_absolute_error: 266.1752 - val_loss: 160130.7283 - val_mean_absolute_error: 378.6117 Epoch 462/5000 148/148 [==============================] - 0s 27us/step - loss: 95864.1719 - mean_absolute_error: 266.1742 - val_loss: 160129.9450 - val_mean_absolute_error: 378.6107 Epoch 463/5000 148/148 [==============================] - 0s 27us/step - loss: 95863.6406 - mean_absolute_error: 266.1732 - val_loss: 160129.1929 - val_mean_absolute_error: 378.6097 Epoch 464/5000 148/148 [==============================] - 0s 27us/step - loss: 95863.1094 - mean_absolute_error: 266.1722 - val_loss: 160128.4408 - val_mean_absolute_error: 378.6088 Epoch 465/5000 148/148 [==============================] - 0s 34us/step - loss: 95862.5781 - mean_absolute_error: 266.1712 - val_loss: 160127.6888 - val_mean_absolute_error: 378.6078 Epoch 466/5000 148/148 [==============================] - 0s 34us/step - loss: 95862.0469 - mean_absolute_error: 266.1702 - val_loss: 160126.9208 - val_mean_absolute_error: 378.6068 Epoch 467/5000 148/148 [==============================] - 0s 34us/step - loss: 95861.5156 - mean_absolute_error: 266.1692 - val_loss: 160126.1842 - val_mean_absolute_error: 378.6058 Epoch 468/5000 148/148 [==============================] - 0s 20us/step - loss: 95860.9766 - mean_absolute_error: 266.1682 - val_loss: 160125.4167 - val_mean_absolute_error: 378.6049 Epoch 469/5000 148/148 [==============================] - 0s 34us/step - loss: 95860.4609 - mean_absolute_error: 266.1672 - val_loss: 160124.6492 - val_mean_absolute_error: 378.6039 Epoch 470/5000 148/148 [==============================] - 0s 27us/step - loss: 95859.9219 - mean_absolute_error: 266.1662 - val_loss: 160123.8967 - val_mean_absolute_error: 378.6029 Epoch 471/5000 148/148 [==============================] - 0s 34us/step - loss: 95859.3828 - mean_absolute_error: 266.1652 - val_loss: 160123.1446 - val_mean_absolute_error: 378.6019 Epoch 472/5000 148/148 [==============================] - 0s 27us/step - loss: 95858.8516 - mean_absolute_error: 266.1641 - val_loss: 160122.3771 - val_mean_absolute_error: 378.6009 Epoch 473/5000 148/148 [==============================] - 0s 27us/step - loss: 95858.3281 - mean_absolute_error: 266.1632 - val_loss: 160121.6404 - val_mean_absolute_error: 378.5999 Epoch 474/5000 148/148 [==============================] - 0s 27us/step - loss: 95857.7891 - mean_absolute_error: 266.1622 - val_loss: 160120.8725 - val_mean_absolute_error: 378.5990 Epoch 475/5000 148/148 [==============================] - 0s 41us/step - loss: 95857.2500 - mean_absolute_error: 266.1612 - val_loss: 160120.1204 - val_mean_absolute_error: 378.5980 Epoch 476/5000 148/148 [==============================] - 0s 27us/step - loss: 95856.7266 - mean_absolute_error: 266.1602 - val_loss: 160119.3683 - val_mean_absolute_error: 378.5970 Epoch 477/5000 148/148 [==============================] - 0s 34us/step - loss: 95856.1875 - mean_absolute_error: 266.1591 - val_loss: 160118.6008 - val_mean_absolute_error: 378.5961 Epoch 478/5000 148/148 [==============================] - 0s 34us/step - loss: 95855.6641 - mean_absolute_error: 266.1581 - val_loss: 160117.8637 - val_mean_absolute_error: 378.5951 Epoch 479/5000 148/148 [==============================] - 0s 27us/step - loss: 95855.1250 - mean_absolute_error: 266.1571 - val_loss: 160117.0808 - val_mean_absolute_error: 378.5941 Epoch 480/5000 148/148 [==============================] - 0s 27us/step - loss: 95854.5938 - mean_absolute_error: 266.1562 - val_loss: 160116.3442 - val_mean_absolute_error: 378.5932 Epoch 481/5000 148/148 [==============================] - 0s 41us/step - loss: 95854.0703 - mean_absolute_error: 266.1552 - val_loss: 160115.5919 - val_mean_absolute_error: 378.5922 Epoch 482/5000 148/148 [==============================] - 0s 27us/step - loss: 95853.5312 - mean_absolute_error: 266.1542 - val_loss: 160114.8242 - val_mean_absolute_error: 378.5912 Epoch 483/5000 148/148 [==============================] - 0s 27us/step - loss: 95853.0000 - mean_absolute_error: 266.1532 - val_loss: 160114.0565 - val_mean_absolute_error: 378.5903 Epoch 484/5000 148/148 [==============================] - 0s 34us/step - loss: 95852.4609 - mean_absolute_error: 266.1522 - val_loss: 160113.3046 - val_mean_absolute_error: 378.5893 Epoch 485/5000 148/148 [==============================] - 0s 34us/step - loss: 95851.9375 - mean_absolute_error: 266.1512 - val_loss: 160112.5523 - val_mean_absolute_error: 378.5883 Epoch 486/5000 148/148 [==============================] - 0s 27us/step - loss: 95851.4062 - mean_absolute_error: 266.1502 - val_loss: 160111.8000 - val_mean_absolute_error: 378.5874 Epoch 487/5000 148/148 [==============================] - 0s 27us/step - loss: 95850.8750 - mean_absolute_error: 266.1492 - val_loss: 160111.0477 - val_mean_absolute_error: 378.5864 Epoch 488/5000 148/148 [==============================] - 0s 34us/step - loss: 95850.3281 - mean_absolute_error: 266.1481 - val_loss: 160110.2804 - val_mean_absolute_error: 378.5854 Epoch 489/5000 148/148 [==============================] - 0s 27us/step - loss: 95849.8125 - mean_absolute_error: 266.1472 - val_loss: 160109.5435 - val_mean_absolute_error: 378.5844 Epoch 490/5000 148/148 [==============================] - 0s 34us/step - loss: 95849.2812 - mean_absolute_error: 266.1462 - val_loss: 160108.7450 - val_mean_absolute_error: 378.5835 Epoch 491/5000 148/148 [==============================] - 0s 27us/step - loss: 95848.7422 - mean_absolute_error: 266.1452 - val_loss: 160107.9927 - val_mean_absolute_error: 378.5824 Epoch 492/5000 148/148 [==============================] - 0s 34us/step - loss: 95848.2109 - mean_absolute_error: 266.1442 - val_loss: 160107.2717 - val_mean_absolute_error: 378.5815 Epoch 493/5000 148/148 [==============================] - 0s 27us/step - loss: 95847.6797 - mean_absolute_error: 266.1432 - val_loss: 160106.4885 - val_mean_absolute_error: 378.5805 Epoch 494/5000 148/148 [==============================] - 0s 34us/step - loss: 95847.1562 - mean_absolute_error: 266.1421 - val_loss: 160105.7362 - val_mean_absolute_error: 378.5795 Epoch 495/5000 148/148 [==============================] - 0s 34us/step - loss: 95846.6172 - mean_absolute_error: 266.1412 - val_loss: 160104.9840 - val_mean_absolute_error: 378.5785 Epoch 496/5000 148/148 [==============================] - 0s 34us/step - loss: 95846.0781 - mean_absolute_error: 266.1402 - val_loss: 160104.2321 - val_mean_absolute_error: 378.5776 Epoch 497/5000 148/148 [==============================] - 0s 27us/step - loss: 95845.5625 - mean_absolute_error: 266.1392 - val_loss: 160103.4488 - val_mean_absolute_error: 378.5766 Epoch 498/5000 148/148 [==============================] - 0s 27us/step - loss: 95845.0234 - mean_absolute_error: 266.1381 - val_loss: 160102.7275 - val_mean_absolute_error: 378.5756 Epoch 499/5000 148/148 [==============================] - 0s 27us/step - loss: 95844.4844 - mean_absolute_error: 266.1371 - val_loss: 160101.9442 - val_mean_absolute_error: 378.5746 Epoch 500/5000 148/148 [==============================] - 0s 41us/step - loss: 95843.9531 - mean_absolute_error: 266.1362 - val_loss: 160101.1925 - val_mean_absolute_error: 378.5737 Epoch 501/5000 148/148 [==============================] - 0s 27us/step - loss: 95843.4219 - mean_absolute_error: 266.1352 - val_loss: 160100.4400 - val_mean_absolute_error: 378.5727 Epoch 502/5000 148/148 [==============================] - 0s 34us/step - loss: 95842.8984 - mean_absolute_error: 266.1342 - val_loss: 160099.6725 - val_mean_absolute_error: 378.5718 Epoch 503/5000 148/148 [==============================] - 0s 34us/step - loss: 95842.3672 - mean_absolute_error: 266.1332 - val_loss: 160098.9200 - val_mean_absolute_error: 378.5708 Epoch 504/5000 148/148 [==============================] - 0s 27us/step - loss: 95841.8281 - mean_absolute_error: 266.1322 - val_loss: 160098.1837 - val_mean_absolute_error: 378.5698 Epoch 505/5000 148/148 [==============================] - 0s 34us/step - loss: 95841.3047 - mean_absolute_error: 266.1312 - val_loss: 160097.4158 - val_mean_absolute_error: 378.5689 Epoch 506/5000 148/148 [==============================] - 0s 27us/step - loss: 95840.7734 - mean_absolute_error: 266.1302 - val_loss: 160096.6638 - val_mean_absolute_error: 378.5679 Epoch 507/5000 148/148 [==============================] - 0s 41us/step - loss: 95840.2266 - mean_absolute_error: 266.1292 - val_loss: 160095.8958 - val_mean_absolute_error: 378.5669 Epoch 508/5000 148/148 [==============================] - 0s 27us/step - loss: 95839.7031 - mean_absolute_error: 266.1282 - val_loss: 160095.1596 - val_mean_absolute_error: 378.5660 Epoch 509/5000 148/148 [==============================] - 0s 27us/step - loss: 95839.1719 - mean_absolute_error: 266.1272 - val_loss: 160094.3917 - val_mean_absolute_error: 378.5650 Epoch 510/5000 148/148 [==============================] - 0s 27us/step - loss: 95838.6328 - mean_absolute_error: 266.1262 - val_loss: 160093.6242 - val_mean_absolute_error: 378.5640 Epoch 511/5000 148/148 [==============================] - 0s 20us/step - loss: 95838.1016 - mean_absolute_error: 266.1252 - val_loss: 160092.8871 - val_mean_absolute_error: 378.5631 Epoch 512/5000 148/148 [==============================] - 0s 27us/step - loss: 95837.5703 - mean_absolute_error: 266.1242 - val_loss: 160092.1046 - val_mean_absolute_error: 378.5621 Epoch 513/5000 148/148 [==============================] - 0s 34us/step - loss: 95837.0391 - mean_absolute_error: 266.1232 - val_loss: 160091.3675 - val_mean_absolute_error: 378.5611 Epoch 514/5000 148/148 [==============================] - 0s 34us/step - loss: 95836.5156 - mean_absolute_error: 266.1222 - val_loss: 160090.6000 - val_mean_absolute_error: 378.5601 Epoch 515/5000 148/148 [==============================] - 0s 27us/step - loss: 95835.9766 - mean_absolute_error: 266.1212 - val_loss: 160089.8475 - val_mean_absolute_error: 378.5591 Epoch 516/5000 148/148 [==============================] - 0s 27us/step - loss: 95835.4375 - mean_absolute_error: 266.1202 - val_loss: 160089.0958 - val_mean_absolute_error: 378.5581 Epoch 517/5000 148/148 [==============================] - 0s 34us/step - loss: 95834.9219 - mean_absolute_error: 266.1192 - val_loss: 160088.3433 - val_mean_absolute_error: 378.5571 Epoch 518/5000 148/148 [==============================] - 0s 20us/step - loss: 95834.3828 - mean_absolute_error: 266.1182 - val_loss: 160087.5912 - val_mean_absolute_error: 378.5562 Epoch 519/5000 148/148 [==============================] - 0s 27us/step - loss: 95833.8516 - mean_absolute_error: 266.1172 - val_loss: 160086.8079 - val_mean_absolute_error: 378.5552 Epoch 520/5000 148/148 [==============================] - 0s 34us/step - loss: 95833.3125 - mean_absolute_error: 266.1161 - val_loss: 160086.0869 - val_mean_absolute_error: 378.5542 Epoch 521/5000 148/148 [==============================] - 0s 34us/step - loss: 95832.7812 - mean_absolute_error: 266.1152 - val_loss: 160085.3037 - val_mean_absolute_error: 378.5533 Epoch 522/5000 148/148 [==============================] - 0s 34us/step - loss: 95832.2500 - mean_absolute_error: 266.1142 - val_loss: 160084.5360 - val_mean_absolute_error: 378.5523 Epoch 523/5000 148/148 [==============================] - 0s 27us/step - loss: 95831.7266 - mean_absolute_error: 266.1132 - val_loss: 160083.7838 - val_mean_absolute_error: 378.5513 Epoch 524/5000 148/148 [==============================] - 0s 34us/step - loss: 95831.1875 - mean_absolute_error: 266.1122 - val_loss: 160083.0319 - val_mean_absolute_error: 378.5504 Epoch 525/5000 148/148 [==============================] - 0s 27us/step - loss: 95830.6641 - mean_absolute_error: 266.1112 - val_loss: 160082.2796 - val_mean_absolute_error: 378.5494 Epoch 526/5000 148/148 [==============================] - 0s 27us/step - loss: 95830.1250 - mean_absolute_error: 266.1102 - val_loss: 160081.5273 - val_mean_absolute_error: 378.5484 Epoch 527/5000 148/148 [==============================] - 0s 27us/step - loss: 95829.6016 - mean_absolute_error: 266.1092 - val_loss: 160080.7750 - val_mean_absolute_error: 378.5475 Epoch 528/5000 148/148 [==============================] - 0s 27us/step - loss: 95829.0547 - mean_absolute_error: 266.1082 - val_loss: 160080.0231 - val_mean_absolute_error: 378.5465 Epoch 529/5000 148/148 [==============================] - 0s 27us/step - loss: 95828.5391 - mean_absolute_error: 266.1072 - val_loss: 160079.2708 - val_mean_absolute_error: 378.5455 Epoch 530/5000 148/148 [==============================] - 0s 34us/step - loss: 95828.0000 - mean_absolute_error: 266.1062 - val_loss: 160078.5031 - val_mean_absolute_error: 378.5445 Epoch 531/5000 148/148 [==============================] - 0s 34us/step - loss: 95827.4688 - mean_absolute_error: 266.1052 - val_loss: 160077.7354 - val_mean_absolute_error: 378.5436 Epoch 532/5000 148/148 [==============================] - 0s 34us/step - loss: 95826.9219 - mean_absolute_error: 266.1042 - val_loss: 160076.9990 - val_mean_absolute_error: 378.5426 Epoch 533/5000 148/148 [==============================] - 0s 27us/step - loss: 95826.4141 - mean_absolute_error: 266.1032 - val_loss: 160076.2158 - val_mean_absolute_error: 378.5416 Epoch 534/5000 148/148 [==============================] - 0s 34us/step - loss: 95825.8750 - mean_absolute_error: 266.1022 - val_loss: 160075.4635 - val_mean_absolute_error: 378.5406 Epoch 535/5000 148/148 [==============================] - 0s 27us/step - loss: 95825.3438 - mean_absolute_error: 266.1012 - val_loss: 160074.7112 - val_mean_absolute_error: 378.5396 Epoch 536/5000 148/148 [==============================] - 0s 27us/step - loss: 95824.8047 - mean_absolute_error: 266.1002 - val_loss: 160073.9592 - val_mean_absolute_error: 378.5386 Epoch 537/5000 148/148 [==============================] - 0s 20us/step - loss: 95824.2734 - mean_absolute_error: 266.0992 - val_loss: 160073.2071 - val_mean_absolute_error: 378.5377 Epoch 538/5000 148/148 [==============================] - 0s 27us/step - loss: 95823.7422 - mean_absolute_error: 266.0982 - val_loss: 160072.4546 - val_mean_absolute_error: 378.5367 Epoch 539/5000 148/148 [==============================] - 0s 41us/step - loss: 95823.2031 - mean_absolute_error: 266.0972 - val_loss: 160071.6871 - val_mean_absolute_error: 378.5357 Epoch 540/5000 148/148 [==============================] - 0s 41us/step - loss: 95822.6719 - mean_absolute_error: 266.0962 - val_loss: 160070.9504 - val_mean_absolute_error: 378.5348 Epoch 541/5000 148/148 [==============================] - 0s 34us/step - loss: 95822.1562 - mean_absolute_error: 266.0952 - val_loss: 160070.1675 - val_mean_absolute_error: 378.5338 Epoch 542/5000 148/148 [==============================] - 0s 34us/step - loss: 95821.6172 - mean_absolute_error: 266.0942 - val_loss: 160069.4304 - val_mean_absolute_error: 378.5328 Epoch 543/5000 148/148 [==============================] - 0s 27us/step - loss: 95821.0781 - mean_absolute_error: 266.0932 - val_loss: 160068.6475 - val_mean_absolute_error: 378.5319 Epoch 544/5000 148/148 [==============================] - 0s 34us/step - loss: 95820.5469 - mean_absolute_error: 266.0922 - val_loss: 160067.9262 - val_mean_absolute_error: 378.5309 Epoch 545/5000 148/148 [==============================] - 0s 34us/step - loss: 95820.0234 - mean_absolute_error: 266.0912 - val_loss: 160067.1433 - val_mean_absolute_error: 378.5299 Epoch 546/5000 148/148 [==============================] - 0s 41us/step - loss: 95819.4922 - mean_absolute_error: 266.0902 - val_loss: 160066.3908 - val_mean_absolute_error: 378.5290 Epoch 547/5000 148/148 [==============================] - 0s 27us/step - loss: 95818.9531 - mean_absolute_error: 266.0892 - val_loss: 160065.6388 - val_mean_absolute_error: 378.5280 Epoch 548/5000 148/148 [==============================] - 0s 34us/step - loss: 95818.4297 - mean_absolute_error: 266.0882 - val_loss: 160064.8867 - val_mean_absolute_error: 378.5270 Epoch 549/5000 148/148 [==============================] - 0s 34us/step - loss: 95817.9062 - mean_absolute_error: 266.0872 - val_loss: 160064.1192 - val_mean_absolute_error: 378.5261 Epoch 550/5000 148/148 [==============================] - 0s 34us/step - loss: 95817.3672 - mean_absolute_error: 266.0862 - val_loss: 160063.3667 - val_mean_absolute_error: 378.5251 Epoch 551/5000 148/148 [==============================] - 0s 34us/step - loss: 95816.8281 - mean_absolute_error: 266.0853 - val_loss: 160062.6146 - val_mean_absolute_error: 378.5241 Epoch 552/5000 148/148 [==============================] - 0s 27us/step - loss: 95816.2891 - mean_absolute_error: 266.0842 - val_loss: 160061.8625 - val_mean_absolute_error: 378.5231 Epoch 553/5000 148/148 [==============================] - 0s 34us/step - loss: 95815.7734 - mean_absolute_error: 266.0832 - val_loss: 160061.1104 - val_mean_absolute_error: 378.5222 Epoch 554/5000 148/148 [==============================] - 0s 27us/step - loss: 95815.2266 - mean_absolute_error: 266.0822 - val_loss: 160060.3271 - val_mean_absolute_error: 378.5212 Epoch 555/5000 148/148 [==============================] - 0s 34us/step - loss: 95814.6953 - mean_absolute_error: 266.0813 - val_loss: 160059.5750 - val_mean_absolute_error: 378.5202 Epoch 556/5000 148/148 [==============================] - 0s 34us/step - loss: 95814.1641 - mean_absolute_error: 266.0802 - val_loss: 160058.8383 - val_mean_absolute_error: 378.5193 Epoch 557/5000 148/148 [==============================] - 0s 27us/step - loss: 95813.6406 - mean_absolute_error: 266.0792 - val_loss: 160058.0708 - val_mean_absolute_error: 378.5182 Epoch 558/5000 148/148 [==============================] - 0s 34us/step - loss: 95813.1094 - mean_absolute_error: 266.0782 - val_loss: 160057.3183 - val_mean_absolute_error: 378.5173 Epoch 559/5000 148/148 [==============================] - 0s 27us/step - loss: 95812.5781 - mean_absolute_error: 266.0772 - val_loss: 160056.5667 - val_mean_absolute_error: 378.5163 Epoch 560/5000 148/148 [==============================] - 0s 41us/step - loss: 95812.0547 - mean_absolute_error: 266.0762 - val_loss: 160055.7987 - val_mean_absolute_error: 378.5153 Epoch 561/5000 148/148 [==============================] - 0s 27us/step - loss: 95811.5156 - mean_absolute_error: 266.0753 - val_loss: 160055.0621 - val_mean_absolute_error: 378.5143 Epoch 562/5000 148/148 [==============================] - 0s 34us/step - loss: 95810.9766 - mean_absolute_error: 266.0742 - val_loss: 160054.2942 - val_mean_absolute_error: 378.5134 Epoch 563/5000 148/148 [==============================] - 0s 41us/step - loss: 95810.4531 - mean_absolute_error: 266.0732 - val_loss: 160053.5269 - val_mean_absolute_error: 378.5124 Epoch 564/5000 148/148 [==============================] - 0s 27us/step - loss: 95809.9219 - mean_absolute_error: 266.0722 - val_loss: 160052.7900 - val_mean_absolute_error: 378.5114 Epoch 565/5000 148/148 [==============================] - 0s 34us/step - loss: 95809.3828 - mean_absolute_error: 266.0712 - val_loss: 160052.0223 - val_mean_absolute_error: 378.5105 Epoch 566/5000 148/148 [==============================] - 0s 41us/step - loss: 95808.8516 - mean_absolute_error: 266.0702 - val_loss: 160051.2546 - val_mean_absolute_error: 378.5095 Epoch 567/5000 148/148 [==============================] - 0s 27us/step - loss: 95808.3125 - mean_absolute_error: 266.0692 - val_loss: 160050.5181 - val_mean_absolute_error: 378.5085 Epoch 568/5000 148/148 [==============================] - 0s 34us/step - loss: 95807.7891 - mean_absolute_error: 266.0683 - val_loss: 160049.7658 - val_mean_absolute_error: 378.5076 Epoch 569/5000 148/148 [==============================] - 0s 27us/step - loss: 95807.2656 - mean_absolute_error: 266.0672 - val_loss: 160048.9981 - val_mean_absolute_error: 378.5066 Epoch 570/5000 148/148 [==============================] - 0s 34us/step - loss: 95806.7266 - mean_absolute_error: 266.0663 - val_loss: 160048.2458 - val_mean_absolute_error: 378.5056 Epoch 571/5000 148/148 [==============================] - 0s 34us/step - loss: 95806.1953 - mean_absolute_error: 266.0652 - val_loss: 160047.4785 - val_mean_absolute_error: 378.5047 Epoch 572/5000 148/148 [==============================] - 0s 27us/step - loss: 95805.6719 - mean_absolute_error: 266.0643 - val_loss: 160046.7417 - val_mean_absolute_error: 378.5037 Epoch 573/5000 148/148 [==============================] - 0s 27us/step - loss: 95805.1250 - mean_absolute_error: 266.0633 - val_loss: 160045.9740 - val_mean_absolute_error: 378.5027 Epoch 574/5000 148/148 [==============================] - 0s 27us/step - loss: 95804.6016 - mean_absolute_error: 266.0622 - val_loss: 160045.2062 - val_mean_absolute_error: 378.5017 Epoch 575/5000 148/148 [==============================] - 0s 34us/step - loss: 95804.0703 - mean_absolute_error: 266.0612 - val_loss: 160044.4698 - val_mean_absolute_error: 378.5008 Epoch 576/5000 148/148 [==============================] - 0s 34us/step - loss: 95803.5391 - mean_absolute_error: 266.0602 - val_loss: 160043.6867 - val_mean_absolute_error: 378.4998 Epoch 577/5000 148/148 [==============================] - 0s 41us/step - loss: 95803.0156 - mean_absolute_error: 266.0593 - val_loss: 160042.9344 - val_mean_absolute_error: 378.4987 Epoch 578/5000 148/148 [==============================] - 0s 27us/step - loss: 95802.4766 - mean_absolute_error: 266.0582 - val_loss: 160042.1821 - val_mean_absolute_error: 378.4978 Epoch 579/5000 148/148 [==============================] - 0s 27us/step - loss: 95801.9297 - mean_absolute_error: 266.0572 - val_loss: 160041.4456 - val_mean_absolute_error: 378.4968 Epoch 580/5000 148/148 [==============================] - 0s 27us/step - loss: 95801.4141 - mean_absolute_error: 266.0562 - val_loss: 160040.6779 - val_mean_absolute_error: 378.4959 Epoch 581/5000 148/148 [==============================] - 0s 27us/step - loss: 95800.8750 - mean_absolute_error: 266.0552 - val_loss: 160039.9256 - val_mean_absolute_error: 378.4949 Epoch 582/5000 148/148 [==============================] - 0s 34us/step - loss: 95800.3438 - mean_absolute_error: 266.0542 - val_loss: 160039.1579 - val_mean_absolute_error: 378.4939 Epoch 583/5000 148/148 [==============================] - 0s 34us/step - loss: 95799.7969 - mean_absolute_error: 266.0532 - val_loss: 160038.4213 - val_mean_absolute_error: 378.4929 Epoch 584/5000 148/148 [==============================] - 0s 27us/step - loss: 95799.2891 - mean_absolute_error: 266.0522 - val_loss: 160037.6537 - val_mean_absolute_error: 378.4920 Epoch 585/5000 148/148 [==============================] - 0s 34us/step - loss: 95798.7500 - mean_absolute_error: 266.0512 - val_loss: 160036.8704 - val_mean_absolute_error: 378.4910 Epoch 586/5000 148/148 [==============================] - 0s 34us/step - loss: 95798.2188 - mean_absolute_error: 266.0502 - val_loss: 160036.1496 - val_mean_absolute_error: 378.4901 Epoch 587/5000 148/148 [==============================] - 0s 27us/step - loss: 95797.6953 - mean_absolute_error: 266.0492 - val_loss: 160035.3971 - val_mean_absolute_error: 378.4891 Epoch 588/5000 148/148 [==============================] - 0s 34us/step - loss: 95797.1562 - mean_absolute_error: 266.0482 - val_loss: 160034.6142 - val_mean_absolute_error: 378.4881 Epoch 589/5000 148/148 [==============================] - 0s 27us/step - loss: 95796.6250 - mean_absolute_error: 266.0472 - val_loss: 160033.8771 - val_mean_absolute_error: 378.4871 Epoch 590/5000 148/148 [==============================] - 0s 27us/step - loss: 95796.0938 - mean_absolute_error: 266.0462 - val_loss: 160033.1100 - val_mean_absolute_error: 378.4862 Epoch 591/5000 148/148 [==============================] - 0s 34us/step - loss: 95795.5703 - mean_absolute_error: 266.0453 - val_loss: 160032.3575 - val_mean_absolute_error: 378.4852 Epoch 592/5000 148/148 [==============================] - 0s 41us/step - loss: 95795.0234 - mean_absolute_error: 266.0443 - val_loss: 160031.6054 - val_mean_absolute_error: 378.4842 Epoch 593/5000 148/148 [==============================] - 0s 20us/step - loss: 95794.5000 - mean_absolute_error: 266.0433 - val_loss: 160030.8221 - val_mean_absolute_error: 378.4833 Epoch 594/5000 148/148 [==============================] - 0s 27us/step - loss: 95793.9609 - mean_absolute_error: 266.0423 - val_loss: 160030.1013 - val_mean_absolute_error: 378.4823 Epoch 595/5000 148/148 [==============================] - 0s 34us/step - loss: 95793.4375 - mean_absolute_error: 266.0413 - val_loss: 160029.3333 - val_mean_absolute_error: 378.4813 Epoch 596/5000 148/148 [==============================] - 0s 41us/step - loss: 95792.9062 - mean_absolute_error: 266.0403 - val_loss: 160028.5812 - val_mean_absolute_error: 378.4803 Epoch 597/5000 148/148 [==============================] - 0s 34us/step - loss: 95792.3750 - mean_absolute_error: 266.0393 - val_loss: 160027.8287 - val_mean_absolute_error: 378.4794 Epoch 598/5000 148/148 [==============================] - 0s 27us/step - loss: 95791.8359 - mean_absolute_error: 266.0382 - val_loss: 160027.0771 - val_mean_absolute_error: 378.4784 Epoch 599/5000 148/148 [==============================] - 0s 34us/step - loss: 95791.3125 - mean_absolute_error: 266.0373 - val_loss: 160026.3092 - val_mean_absolute_error: 378.4775 Epoch 600/5000 148/148 [==============================] - 0s 34us/step - loss: 95790.7734 - mean_absolute_error: 266.0363 - val_loss: 160025.5417 - val_mean_absolute_error: 378.4764 Epoch 601/5000 148/148 [==============================] - 0s 34us/step - loss: 95790.2422 - mean_absolute_error: 266.0352 - val_loss: 160024.7892 - val_mean_absolute_error: 378.4754 Epoch 602/5000 148/148 [==============================] - 0s 34us/step - loss: 95789.7109 - mean_absolute_error: 266.0343 - val_loss: 160024.0221 - val_mean_absolute_error: 378.4745 Epoch 603/5000 148/148 [==============================] - 0s 34us/step - loss: 95789.1797 - mean_absolute_error: 266.0333 - val_loss: 160023.2850 - val_mean_absolute_error: 378.4735 Epoch 604/5000 148/148 [==============================] - 0s 41us/step - loss: 95788.6484 - mean_absolute_error: 266.0323 - val_loss: 160022.5175 - val_mean_absolute_error: 378.4725 Epoch 605/5000 148/148 [==============================] - 0s 27us/step - loss: 95788.1250 - mean_absolute_error: 266.0312 - val_loss: 160021.7650 - val_mean_absolute_error: 378.4715 Epoch 606/5000 148/148 [==============================] - 0s 34us/step - loss: 95787.5859 - mean_absolute_error: 266.0302 - val_loss: 160021.0133 - val_mean_absolute_error: 378.4706 Epoch 607/5000 148/148 [==============================] - 0s 34us/step - loss: 95787.0625 - mean_absolute_error: 266.0292 - val_loss: 160020.2608 - val_mean_absolute_error: 378.4696 Epoch 608/5000 148/148 [==============================] - 0s 27us/step - loss: 95786.5234 - mean_absolute_error: 266.0282 - val_loss: 160019.4933 - val_mean_absolute_error: 378.4687 Epoch 609/5000 148/148 [==============================] - 0s 34us/step - loss: 95785.9922 - mean_absolute_error: 266.0273 - val_loss: 160018.7567 - val_mean_absolute_error: 378.4677 Epoch 610/5000 148/148 [==============================] - 0s 34us/step - loss: 95785.4766 - mean_absolute_error: 266.0263 - val_loss: 160017.9890 - val_mean_absolute_error: 378.4667 Epoch 611/5000 148/148 [==============================] - 0s 27us/step - loss: 95784.9297 - mean_absolute_error: 266.0253 - val_loss: 160017.2213 - val_mean_absolute_error: 378.4657 Epoch 612/5000 148/148 [==============================] - 0s 41us/step - loss: 95784.3906 - mean_absolute_error: 266.0243 - val_loss: 160016.4690 - val_mean_absolute_error: 378.4648 Epoch 613/5000 148/148 [==============================] - 0s 27us/step - loss: 95783.8594 - mean_absolute_error: 266.0233 - val_loss: 160015.7171 - val_mean_absolute_error: 378.4638 Epoch 614/5000 148/148 [==============================] - 0s 27us/step - loss: 95783.3359 - mean_absolute_error: 266.0223 - val_loss: 160014.9648 - val_mean_absolute_error: 378.4628 Epoch 615/5000 148/148 [==============================] - 0s 34us/step - loss: 95782.8047 - mean_absolute_error: 266.0213 - val_loss: 160014.1971 - val_mean_absolute_error: 378.4619 Epoch 616/5000 148/148 [==============================] - 0s 27us/step - loss: 95782.2734 - mean_absolute_error: 266.0203 - val_loss: 160013.4448 - val_mean_absolute_error: 378.4609 Epoch 617/5000 148/148 [==============================] - 0s 41us/step - loss: 95781.7344 - mean_absolute_error: 266.0192 - val_loss: 160012.6929 - val_mean_absolute_error: 378.4599 Epoch 618/5000 148/148 [==============================] - 0s 27us/step - loss: 95781.2188 - mean_absolute_error: 266.0182 - val_loss: 160011.9406 - val_mean_absolute_error: 378.4590 Epoch 619/5000 148/148 [==============================] - 0s 27us/step - loss: 95780.6719 - mean_absolute_error: 266.0173 - val_loss: 160011.1883 - val_mean_absolute_error: 378.4580 Epoch 620/5000 148/148 [==============================] - 0s 34us/step - loss: 95780.1484 - mean_absolute_error: 266.0163 - val_loss: 160010.4206 - val_mean_absolute_error: 378.4569 Epoch 621/5000 148/148 [==============================] - 0s 34us/step - loss: 95779.6094 - mean_absolute_error: 266.0153 - val_loss: 160009.6688 - val_mean_absolute_error: 378.4560 Epoch 622/5000 148/148 [==============================] - 0s 34us/step - loss: 95779.0859 - mean_absolute_error: 266.0143 - val_loss: 160008.9165 - val_mean_absolute_error: 378.4550 Epoch 623/5000 148/148 [==============================] - 0s 34us/step - loss: 95778.5547 - mean_absolute_error: 266.0133 - val_loss: 160008.1487 - val_mean_absolute_error: 378.4540 Epoch 624/5000 148/148 [==============================] - 0s 34us/step - loss: 95778.0234 - mean_absolute_error: 266.0122 - val_loss: 160007.3965 - val_mean_absolute_error: 378.4531 Epoch 625/5000 148/148 [==============================] - 0s 41us/step - loss: 95777.4766 - mean_absolute_error: 266.0113 - val_loss: 160006.6446 - val_mean_absolute_error: 378.4521 Epoch 626/5000 148/148 [==============================] - 0s 34us/step - loss: 95776.9531 - mean_absolute_error: 266.0103 - val_loss: 160005.8769 - val_mean_absolute_error: 378.4511 Epoch 627/5000 148/148 [==============================] - 0s 27us/step - loss: 95776.4219 - mean_absolute_error: 266.0092 - val_loss: 160005.1246 - val_mean_absolute_error: 378.4501 Epoch 628/5000 148/148 [==============================] - 0s 20us/step - loss: 95775.8906 - mean_absolute_error: 266.0082 - val_loss: 160004.3723 - val_mean_absolute_error: 378.4492 Epoch 629/5000 148/148 [==============================] - 0s 34us/step - loss: 95775.3672 - mean_absolute_error: 266.0073 - val_loss: 160003.6204 - val_mean_absolute_error: 378.4482 Epoch 630/5000 148/148 [==============================] - 0s 27us/step - loss: 95774.8359 - mean_absolute_error: 266.0063 - val_loss: 160002.8679 - val_mean_absolute_error: 378.4473 Epoch 631/5000 148/148 [==============================] - 0s 27us/step - loss: 95774.2891 - mean_absolute_error: 266.0053 - val_loss: 160002.1158 - val_mean_absolute_error: 378.4463 Epoch 632/5000 148/148 [==============================] - 0s 34us/step - loss: 95773.7656 - mean_absolute_error: 266.0043 - val_loss: 160001.3481 - val_mean_absolute_error: 378.4453 Epoch 633/5000 148/148 [==============================] - 0s 27us/step - loss: 95773.2266 - mean_absolute_error: 266.0033 - val_loss: 160000.6117 - val_mean_absolute_error: 378.4444 Epoch 634/5000 148/148 [==============================] - 0s 34us/step - loss: 95772.7109 - mean_absolute_error: 266.0023 - val_loss: 159999.8283 - val_mean_absolute_error: 378.4434 Epoch 635/5000 148/148 [==============================] - 0s 27us/step - loss: 95772.1719 - mean_absolute_error: 266.0013 - val_loss: 159999.0608 - val_mean_absolute_error: 378.4424 Epoch 636/5000 148/148 [==============================] - 0s 27us/step - loss: 95771.6328 - mean_absolute_error: 266.0003 - val_loss: 159998.3240 - val_mean_absolute_error: 378.4414 Epoch 637/5000 148/148 [==============================] - 0s 27us/step - loss: 95771.0938 - mean_absolute_error: 265.9993 - val_loss: 159997.5721 - val_mean_absolute_error: 378.4405 Epoch 638/5000 148/148 [==============================] - 0s 41us/step - loss: 95770.5781 - mean_absolute_error: 265.9983 - val_loss: 159996.8044 - val_mean_absolute_error: 378.4395 Epoch 639/5000 148/148 [==============================] - 0s 34us/step - loss: 95770.0469 - mean_absolute_error: 265.9973 - val_loss: 159996.0521 - val_mean_absolute_error: 378.4385 Epoch 640/5000 148/148 [==============================] - 0s 27us/step - loss: 95769.5078 - mean_absolute_error: 265.9963 - val_loss: 159995.3000 - val_mean_absolute_error: 378.4376 Epoch 641/5000 148/148 [==============================] - 0s 41us/step - loss: 95768.9922 - mean_absolute_error: 265.9953 - val_loss: 159994.5479 - val_mean_absolute_error: 378.4366 Epoch 642/5000 148/148 [==============================] - 0s 27us/step - loss: 95768.4609 - mean_absolute_error: 265.9943 - val_loss: 159993.7956 - val_mean_absolute_error: 378.4356 Epoch 643/5000 148/148 [==============================] - 0s 27us/step - loss: 95767.9219 - mean_absolute_error: 265.9933 - val_loss: 159993.0279 - val_mean_absolute_error: 378.4346 Epoch 644/5000 148/148 [==============================] - 0s 34us/step - loss: 95767.3906 - mean_absolute_error: 265.9923 - val_loss: 159992.2915 - val_mean_absolute_error: 378.4336 Epoch 645/5000 148/148 [==============================] - 0s 34us/step - loss: 95766.8672 - mean_absolute_error: 265.9913 - val_loss: 159991.5237 - val_mean_absolute_error: 378.4326 Epoch 646/5000 148/148 [==============================] - 0s 34us/step - loss: 95766.3281 - mean_absolute_error: 265.9903 - val_loss: 159990.7715 - val_mean_absolute_error: 378.4317 Epoch 647/5000 148/148 [==============================] - 0s 27us/step - loss: 95765.7891 - mean_absolute_error: 265.9893 - val_loss: 159990.0038 - val_mean_absolute_error: 378.4307 Epoch 648/5000 148/148 [==============================] - 0s 34us/step - loss: 95765.2578 - mean_absolute_error: 265.9883 - val_loss: 159989.2673 - val_mean_absolute_error: 378.4297 Epoch 649/5000 148/148 [==============================] - 0s 27us/step - loss: 95764.7422 - mean_absolute_error: 265.9872 - val_loss: 159988.4842 - val_mean_absolute_error: 378.4288 Epoch 650/5000 148/148 [==============================] - 0s 34us/step - loss: 95764.1953 - mean_absolute_error: 265.9863 - val_loss: 159987.7319 - val_mean_absolute_error: 378.4278 Epoch 651/5000 148/148 [==============================] - 0s 27us/step - loss: 95763.6719 - mean_absolute_error: 265.9853 - val_loss: 159986.9796 - val_mean_absolute_error: 378.4268 Epoch 652/5000 148/148 [==============================] - 0s 27us/step - loss: 95763.1250 - mean_absolute_error: 265.9843 - val_loss: 159986.2429 - val_mean_absolute_error: 378.4259 Epoch 653/5000 148/148 [==============================] - 0s 41us/step - loss: 95762.6094 - mean_absolute_error: 265.9833 - val_loss: 159985.4754 - val_mean_absolute_error: 378.4249 Epoch 654/5000 148/148 [==============================] - 0s 27us/step - loss: 95762.0781 - mean_absolute_error: 265.9823 - val_loss: 159984.7075 - val_mean_absolute_error: 378.4239 Epoch 655/5000 148/148 [==============================] - 0s 27us/step - loss: 95761.5391 - mean_absolute_error: 265.9813 - val_loss: 159983.9554 - val_mean_absolute_error: 378.4230 Epoch 656/5000 148/148 [==============================] - 0s 27us/step - loss: 95761.0078 - mean_absolute_error: 265.9803 - val_loss: 159983.2033 - val_mean_absolute_error: 378.4220 Epoch 657/5000 148/148 [==============================] - 0s 27us/step - loss: 95760.4766 - mean_absolute_error: 265.9793 - val_loss: 159982.4358 - val_mean_absolute_error: 378.4210 Epoch 658/5000 148/148 [==============================] - 0s 27us/step - loss: 95759.9453 - mean_absolute_error: 265.9783 - val_loss: 159981.6833 - val_mean_absolute_error: 378.4201 Epoch 659/5000 148/148 [==============================] - 0s 95us/step - loss: 95759.4141 - mean_absolute_error: 265.9774 - val_loss: 159980.9471 - val_mean_absolute_error: 378.4191 Epoch 660/5000 148/148 [==============================] - 0s 34us/step - loss: 95758.8906 - mean_absolute_error: 265.9763 - val_loss: 159980.1792 - val_mean_absolute_error: 378.4181 Epoch 661/5000 148/148 [==============================] - 0s 27us/step - loss: 95758.3594 - mean_absolute_error: 265.9753 - val_loss: 159979.4117 - val_mean_absolute_error: 378.4171 Epoch 662/5000 148/148 [==============================] - 0s 34us/step - loss: 95757.8281 - mean_absolute_error: 265.9743 - val_loss: 159978.6746 - val_mean_absolute_error: 378.4162 Epoch 663/5000 148/148 [==============================] - 0s 34us/step - loss: 95757.2812 - mean_absolute_error: 265.9733 - val_loss: 159977.9229 - val_mean_absolute_error: 378.4152 Epoch 664/5000 148/148 [==============================] - 0s 27us/step - loss: 95756.7656 - mean_absolute_error: 265.9723 - val_loss: 159977.1550 - val_mean_absolute_error: 378.4142 Epoch 665/5000 148/148 [==============================] - 0s 27us/step - loss: 95756.2266 - mean_absolute_error: 265.9713 - val_loss: 159976.3875 - val_mean_absolute_error: 378.4132 Epoch 666/5000 148/148 [==============================] - 0s 34us/step - loss: 95755.6953 - mean_absolute_error: 265.9703 - val_loss: 159975.6504 - val_mean_absolute_error: 378.4122 Epoch 667/5000 148/148 [==============================] - 0s 34us/step - loss: 95755.1641 - mean_absolute_error: 265.9693 - val_loss: 159974.8833 - val_mean_absolute_error: 378.4112 Epoch 668/5000 148/148 [==============================] - 0s 40us/step - loss: 95754.6328 - mean_absolute_error: 265.9683 - val_loss: 159974.1154 - val_mean_absolute_error: 378.4103 Epoch 669/5000 148/148 [==============================] - 0s 54us/step - loss: 95754.1016 - mean_absolute_error: 265.9673 - val_loss: 159973.3788 - val_mean_absolute_error: 378.4093 Epoch 670/5000 148/148 [==============================] - 0s 27us/step - loss: 95753.5781 - mean_absolute_error: 265.9663 - val_loss: 159972.6108 - val_mean_absolute_error: 378.4083 Epoch 671/5000 148/148 [==============================] - 0s 34us/step - loss: 95753.0312 - mean_absolute_error: 265.9653 - val_loss: 159971.8592 - val_mean_absolute_error: 378.4074 Epoch 672/5000 148/148 [==============================] - 0s 34us/step - loss: 95752.5078 - mean_absolute_error: 265.9643 - val_loss: 159971.1067 - val_mean_absolute_error: 378.4064 Epoch 673/5000 148/148 [==============================] - 0s 27us/step - loss: 95751.9766 - mean_absolute_error: 265.9633 - val_loss: 159970.3546 - val_mean_absolute_error: 378.4054 Epoch 674/5000 148/148 [==============================] - 0s 34us/step - loss: 95751.4375 - mean_absolute_error: 265.9623 - val_loss: 159969.5869 - val_mean_absolute_error: 378.4045 Epoch 675/5000 148/148 [==============================] - 0s 27us/step - loss: 95750.9062 - mean_absolute_error: 265.9613 - val_loss: 159968.8504 - val_mean_absolute_error: 378.4035 Epoch 676/5000 148/148 [==============================] - 0s 34us/step - loss: 95750.3828 - mean_absolute_error: 265.9603 - val_loss: 159968.0825 - val_mean_absolute_error: 378.4025 Epoch 677/5000 148/148 [==============================] - 0s 27us/step - loss: 95749.8516 - mean_absolute_error: 265.9593 - val_loss: 159967.3304 - val_mean_absolute_error: 378.4016 Epoch 678/5000 148/148 [==============================] - 0s 27us/step - loss: 95749.3203 - mean_absolute_error: 265.9583 - val_loss: 159966.5938 - val_mean_absolute_error: 378.4006 Epoch 679/5000 148/148 [==============================] - 0s 34us/step - loss: 95748.7891 - mean_absolute_error: 265.9573 - val_loss: 159965.8263 - val_mean_absolute_error: 378.3996 Epoch 680/5000 148/148 [==============================] - 0s 34us/step - loss: 95748.2578 - mean_absolute_error: 265.9564 - val_loss: 159965.0583 - val_mean_absolute_error: 378.3987 Epoch 681/5000 148/148 [==============================] - 0s 27us/step - loss: 95747.7266 - mean_absolute_error: 265.9554 - val_loss: 159964.2908 - val_mean_absolute_error: 378.3977 Epoch 682/5000 148/148 [==============================] - 0s 27us/step - loss: 95747.1875 - mean_absolute_error: 265.9543 - val_loss: 159963.5388 - val_mean_absolute_error: 378.3967 Epoch 683/5000 148/148 [==============================] - 0s 34us/step - loss: 95746.6719 - mean_absolute_error: 265.9533 - val_loss: 159962.8021 - val_mean_absolute_error: 378.3958 Epoch 684/5000 148/148 [==============================] - 0s 41us/step - loss: 95746.1328 - mean_absolute_error: 265.9523 - val_loss: 159962.0342 - val_mean_absolute_error: 378.3948 Epoch 685/5000 148/148 [==============================] - 0s 27us/step - loss: 95745.5938 - mean_absolute_error: 265.9514 - val_loss: 159961.2667 - val_mean_absolute_error: 378.3938 Epoch 686/5000 148/148 [==============================] - 0s 41us/step - loss: 95745.0625 - mean_absolute_error: 265.9503 - val_loss: 159960.5300 - val_mean_absolute_error: 378.3929 Epoch 687/5000 148/148 [==============================] - 0s 27us/step - loss: 95744.5469 - mean_absolute_error: 265.9493 - val_loss: 159959.7623 - val_mean_absolute_error: 378.3918 Epoch 688/5000 148/148 [==============================] - 0s 27us/step - loss: 95744.0000 - mean_absolute_error: 265.9483 - val_loss: 159959.0100 - val_mean_absolute_error: 378.3908 Epoch 689/5000 148/148 [==============================] - 0s 27us/step - loss: 95743.4766 - mean_absolute_error: 265.9474 - val_loss: 159958.2423 - val_mean_absolute_error: 378.3899 Epoch 690/5000 148/148 [==============================] - 0s 27us/step - loss: 95742.9297 - mean_absolute_error: 265.9464 - val_loss: 159957.5058 - val_mean_absolute_error: 378.3889 Epoch 691/5000 148/148 [==============================] - 0s 34us/step - loss: 95742.4141 - mean_absolute_error: 265.9454 - val_loss: 159956.7381 - val_mean_absolute_error: 378.3879 Epoch 692/5000 148/148 [==============================] - 0s 34us/step - loss: 95741.8750 - mean_absolute_error: 265.9443 - val_loss: 159955.9858 - val_mean_absolute_error: 378.3869 Epoch 693/5000 148/148 [==============================] - 0s 34us/step - loss: 95741.3359 - mean_absolute_error: 265.9433 - val_loss: 159955.2183 - val_mean_absolute_error: 378.3860 Epoch 694/5000 148/148 [==============================] - 0s 27us/step - loss: 95740.8047 - mean_absolute_error: 265.9423 - val_loss: 159954.4817 - val_mean_absolute_error: 378.3850 Epoch 695/5000 148/148 [==============================] - 0s 27us/step - loss: 95740.2969 - mean_absolute_error: 265.9413 - val_loss: 159953.7142 - val_mean_absolute_error: 378.3840 Epoch 696/5000 148/148 [==============================] - 0s 34us/step - loss: 95739.7500 - mean_absolute_error: 265.9403 - val_loss: 159952.9617 - val_mean_absolute_error: 378.3831 Epoch 697/5000 148/148 [==============================] - 0s 27us/step - loss: 95739.2266 - mean_absolute_error: 265.9394 - val_loss: 159952.2098 - val_mean_absolute_error: 378.3821 Epoch 698/5000 148/148 [==============================] - 0s 34us/step - loss: 95738.6953 - mean_absolute_error: 265.9384 - val_loss: 159951.4575 - val_mean_absolute_error: 378.3811 Epoch 699/5000 148/148 [==============================] - 0s 34us/step - loss: 95738.1641 - mean_absolute_error: 265.9373 - val_loss: 159950.6900 - val_mean_absolute_error: 378.3802 Epoch 700/5000 148/148 [==============================] - 0s 34us/step - loss: 95737.6250 - mean_absolute_error: 265.9364 - val_loss: 159949.9375 - val_mean_absolute_error: 378.3792 Epoch 701/5000 148/148 [==============================] - 0s 34us/step - loss: 95737.0938 - mean_absolute_error: 265.9354 - val_loss: 159949.1858 - val_mean_absolute_error: 378.3783 Epoch 702/5000 148/148 [==============================] - 0s 27us/step - loss: 95736.5703 - mean_absolute_error: 265.9344 - val_loss: 159948.4333 - val_mean_absolute_error: 378.3773 Epoch 703/5000 148/148 [==============================] - 0s 34us/step - loss: 95736.0312 - mean_absolute_error: 265.9333 - val_loss: 159947.6658 - val_mean_absolute_error: 378.3763 Epoch 704/5000 148/148 [==============================] - 0s 27us/step - loss: 95735.5078 - mean_absolute_error: 265.9323 - val_loss: 159946.8979 - val_mean_absolute_error: 378.3753 Epoch 705/5000 148/148 [==============================] - 0s 27us/step - loss: 95734.9609 - mean_absolute_error: 265.9313 - val_loss: 159946.1617 - val_mean_absolute_error: 378.3744 Epoch 706/5000 148/148 [==============================] - 0s 27us/step - loss: 95734.4453 - mean_absolute_error: 265.9304 - val_loss: 159945.3937 - val_mean_absolute_error: 378.3734 Epoch 707/5000 148/148 [==============================] - 0s 20us/step - loss: 95733.9141 - mean_absolute_error: 265.9294 - val_loss: 159944.6417 - val_mean_absolute_error: 378.3723 Epoch 708/5000 148/148 [==============================] - 0s 41us/step - loss: 95733.3750 - mean_absolute_error: 265.9283 - val_loss: 159943.8892 - val_mean_absolute_error: 378.3714 Epoch 709/5000 148/148 [==============================] - 0s 34us/step - loss: 95732.8359 - mean_absolute_error: 265.9273 - val_loss: 159943.1375 - val_mean_absolute_error: 378.3704 Epoch 710/5000 148/148 [==============================] - 0s 27us/step - loss: 95732.3125 - mean_absolute_error: 265.9263 - val_loss: 159942.3850 - val_mean_absolute_error: 378.3694 Epoch 711/5000 148/148 [==============================] - 0s 27us/step - loss: 95731.7812 - mean_absolute_error: 265.9254 - val_loss: 159941.6329 - val_mean_absolute_error: 378.3685 Epoch 712/5000 148/148 [==============================] - 0s 27us/step - loss: 95731.2422 - mean_absolute_error: 265.9243 - val_loss: 159940.8804 - val_mean_absolute_error: 378.3675 Epoch 713/5000 148/148 [==============================] - 0s 27us/step - loss: 95730.7109 - mean_absolute_error: 265.9233 - val_loss: 159940.1285 - val_mean_absolute_error: 378.3665 Epoch 714/5000 148/148 [==============================] - 0s 34us/step - loss: 95730.1875 - mean_absolute_error: 265.9223 - val_loss: 159939.3763 - val_mean_absolute_error: 378.3656 Epoch 715/5000 148/148 [==============================] - 0s 34us/step - loss: 95729.6562 - mean_absolute_error: 265.9213 - val_loss: 159938.5931 - val_mean_absolute_error: 378.3646 Epoch 716/5000 148/148 [==============================] - 0s 34us/step - loss: 95729.1250 - mean_absolute_error: 265.9203 - val_loss: 159937.8721 - val_mean_absolute_error: 378.3636 Epoch 717/5000 148/148 [==============================] - 0s 27us/step - loss: 95728.6016 - mean_absolute_error: 265.9193 - val_loss: 159937.0890 - val_mean_absolute_error: 378.3627 Epoch 718/5000 148/148 [==============================] - 0s 41us/step - loss: 95728.0703 - mean_absolute_error: 265.9184 - val_loss: 159936.3213 - val_mean_absolute_error: 378.3617 Epoch 719/5000 148/148 [==============================] - 0s 27us/step - loss: 95727.5234 - mean_absolute_error: 265.9174 - val_loss: 159935.5690 - val_mean_absolute_error: 378.3607 Epoch 720/5000 148/148 [==============================] - 0s 27us/step - loss: 95727.0078 - mean_absolute_error: 265.9164 - val_loss: 159934.8171 - val_mean_absolute_error: 378.3598 Epoch 721/5000 148/148 [==============================] - 0s 27us/step - loss: 95726.4766 - mean_absolute_error: 265.9154 - val_loss: 159934.0648 - val_mean_absolute_error: 378.3588 Epoch 722/5000 148/148 [==============================] - 0s 27us/step - loss: 95725.9375 - mean_absolute_error: 265.9144 - val_loss: 159933.3125 - val_mean_absolute_error: 378.3578 Epoch 723/5000 148/148 [==============================] - 0s 27us/step - loss: 95725.4062 - mean_absolute_error: 265.9134 - val_loss: 159932.5448 - val_mean_absolute_error: 378.3569 Epoch 724/5000 148/148 [==============================] - 0s 41us/step - loss: 95724.8672 - mean_absolute_error: 265.9124 - val_loss: 159931.8083 - val_mean_absolute_error: 378.3559 Epoch 725/5000 148/148 [==============================] - 0s 27us/step - loss: 95724.3516 - mean_absolute_error: 265.9114 - val_loss: 159931.0406 - val_mean_absolute_error: 378.3549 Epoch 726/5000 148/148 [==============================] - 0s 27us/step - loss: 95723.8203 - mean_absolute_error: 265.9104 - val_loss: 159930.2575 - val_mean_absolute_error: 378.3539 Epoch 727/5000 148/148 [==============================] - 0s 34us/step - loss: 95723.2734 - mean_absolute_error: 265.9094 - val_loss: 159929.5208 - val_mean_absolute_error: 378.3530 Epoch 728/5000 148/148 [==============================] - 0s 27us/step - loss: 95722.7500 - mean_absolute_error: 265.9084 - val_loss: 159928.7687 - val_mean_absolute_error: 378.3520 Epoch 729/5000 148/148 [==============================] - 0s 27us/step - loss: 95722.2266 - mean_absolute_error: 265.9074 - val_loss: 159928.0167 - val_mean_absolute_error: 378.3510 Epoch 730/5000 148/148 [==============================] - 0s 47us/step - loss: 95721.6797 - mean_absolute_error: 265.9064 - val_loss: 159927.2487 - val_mean_absolute_error: 378.3500 Epoch 731/5000 148/148 [==============================] - 0s 34us/step - loss: 95721.1562 - mean_absolute_error: 265.9054 - val_loss: 159926.4967 - val_mean_absolute_error: 378.3490 Epoch 732/5000 148/148 [==============================] - 0s 34us/step - loss: 95720.6172 - mean_absolute_error: 265.9044 - val_loss: 159925.7600 - val_mean_absolute_error: 378.3481 Epoch 733/5000 148/148 [==============================] - 0s 34us/step - loss: 95720.0938 - mean_absolute_error: 265.9034 - val_loss: 159925.0079 - val_mean_absolute_error: 378.3471 Epoch 734/5000 148/148 [==============================] - 0s 34us/step - loss: 95719.5703 - mean_absolute_error: 265.9024 - val_loss: 159924.2246 - val_mean_absolute_error: 378.3461 Epoch 735/5000 148/148 [==============================] - 0s 41us/step - loss: 95719.0234 - mean_absolute_error: 265.9014 - val_loss: 159923.4883 - val_mean_absolute_error: 378.3451 Epoch 736/5000 148/148 [==============================] - 0s 34us/step - loss: 95718.5078 - mean_absolute_error: 265.9003 - val_loss: 159922.7204 - val_mean_absolute_error: 378.3442 Epoch 737/5000 148/148 [==============================] - 0s 41us/step - loss: 95717.9766 - mean_absolute_error: 265.8994 - val_loss: 159921.9683 - val_mean_absolute_error: 378.3432 Epoch 738/5000 148/148 [==============================] - 0s 34us/step - loss: 95717.4375 - mean_absolute_error: 265.8984 - val_loss: 159921.2158 - val_mean_absolute_error: 378.3422 Epoch 739/5000 148/148 [==============================] - 0s 34us/step - loss: 95716.8984 - mean_absolute_error: 265.8974 - val_loss: 159920.4485 - val_mean_absolute_error: 378.3413 Epoch 740/5000 148/148 [==============================] - 0s 27us/step - loss: 95716.3750 - mean_absolute_error: 265.8964 - val_loss: 159919.6963 - val_mean_absolute_error: 378.3403 Epoch 741/5000 148/148 [==============================] - 0s 27us/step - loss: 95715.8438 - mean_absolute_error: 265.8954 - val_loss: 159918.9440 - val_mean_absolute_error: 378.3393 Epoch 742/5000 148/148 [==============================] - 0s 34us/step - loss: 95715.3125 - mean_absolute_error: 265.8944 - val_loss: 159918.1762 - val_mean_absolute_error: 378.3384 Epoch 743/5000 148/148 [==============================] - 0s 34us/step - loss: 95714.7812 - mean_absolute_error: 265.8934 - val_loss: 159917.4244 - val_mean_absolute_error: 378.3374 Epoch 744/5000 148/148 [==============================] - 0s 27us/step - loss: 95714.2578 - mean_absolute_error: 265.8924 - val_loss: 159916.6721 - val_mean_absolute_error: 378.3364 Epoch 745/5000 148/148 [==============================] - 0s 34us/step - loss: 95713.7266 - mean_absolute_error: 265.8914 - val_loss: 159915.9044 - val_mean_absolute_error: 378.3355 Epoch 746/5000 148/148 [==============================] - 0s 27us/step - loss: 95713.1875 - mean_absolute_error: 265.8904 - val_loss: 159915.1675 - val_mean_absolute_error: 378.3344 Epoch 747/5000 148/148 [==============================] - 0s 34us/step - loss: 95712.6484 - mean_absolute_error: 265.8893 - val_loss: 159914.4002 - val_mean_absolute_error: 378.3335 Epoch 748/5000 148/148 [==============================] - 0s 34us/step - loss: 95712.1328 - mean_absolute_error: 265.8884 - val_loss: 159913.6479 - val_mean_absolute_error: 378.3325 Epoch 749/5000 148/148 [==============================] - 0s 34us/step - loss: 95711.6016 - mean_absolute_error: 265.8874 - val_loss: 159912.8956 - val_mean_absolute_error: 378.3316 Epoch 750/5000 148/148 [==============================] - 0s 27us/step - loss: 95711.0625 - mean_absolute_error: 265.8864 - val_loss: 159912.1437 - val_mean_absolute_error: 378.3306 Epoch 751/5000 148/148 [==============================] - 0s 27us/step - loss: 95710.5391 - mean_absolute_error: 265.8854 - val_loss: 159911.3915 - val_mean_absolute_error: 378.3295 Epoch 752/5000 148/148 [==============================] - 0s 34us/step - loss: 95710.0000 - mean_absolute_error: 265.8844 - val_loss: 159910.6392 - val_mean_absolute_error: 378.3286 Epoch 753/5000 148/148 [==============================] - 0s 34us/step - loss: 95709.4766 - mean_absolute_error: 265.8834 - val_loss: 159909.8715 - val_mean_absolute_error: 378.3276 Epoch 754/5000 148/148 [==============================] - 0s 41us/step - loss: 95708.9375 - mean_absolute_error: 265.8824 - val_loss: 159909.1196 - val_mean_absolute_error: 378.3267 Epoch 755/5000 148/148 [==============================] - 0s 27us/step - loss: 95708.4219 - mean_absolute_error: 265.8814 - val_loss: 159908.3519 - val_mean_absolute_error: 378.3257 Epoch 756/5000 148/148 [==============================] - 0s 34us/step - loss: 95707.8750 - mean_absolute_error: 265.8804 - val_loss: 159907.5842 - val_mean_absolute_error: 378.3247 Epoch 757/5000 148/148 [==============================] - 0s 27us/step - loss: 95707.3438 - mean_absolute_error: 265.8794 - val_loss: 159906.8475 - val_mean_absolute_error: 378.3237 Epoch 758/5000 148/148 [==============================] - 0s 34us/step - loss: 95706.8047 - mean_absolute_error: 265.8784 - val_loss: 159906.0954 - val_mean_absolute_error: 378.3228 Epoch 759/5000 148/148 [==============================] - 0s 34us/step - loss: 95706.2891 - mean_absolute_error: 265.8774 - val_loss: 159905.3279 - val_mean_absolute_error: 378.3218 Epoch 760/5000 148/148 [==============================] - 0s 27us/step - loss: 95705.7500 - mean_absolute_error: 265.8764 - val_loss: 159904.5754 - val_mean_absolute_error: 378.3209 Epoch 761/5000 148/148 [==============================] - 0s 34us/step - loss: 95705.2188 - mean_absolute_error: 265.8754 - val_loss: 159903.8233 - val_mean_absolute_error: 378.3199 Epoch 762/5000 148/148 [==============================] - 0s 27us/step - loss: 95704.6797 - mean_absolute_error: 265.8744 - val_loss: 159903.0713 - val_mean_absolute_error: 378.3189 Epoch 763/5000 148/148 [==============================] - 0s 27us/step - loss: 95704.1641 - mean_absolute_error: 265.8734 - val_loss: 159902.3192 - val_mean_absolute_error: 378.3179 Epoch 764/5000 148/148 [==============================] - 0s 34us/step - loss: 95703.6250 - mean_absolute_error: 265.8724 - val_loss: 159901.5667 - val_mean_absolute_error: 378.3170 Epoch 765/5000 148/148 [==============================] - 0s 27us/step - loss: 95703.0859 - mean_absolute_error: 265.8714 - val_loss: 159900.8150 - val_mean_absolute_error: 378.3160 Epoch 766/5000 148/148 [==============================] - 0s 27us/step - loss: 95702.5781 - mean_absolute_error: 265.8705 - val_loss: 159900.0471 - val_mean_absolute_error: 378.3150 Epoch 767/5000 148/148 [==============================] - 0s 27us/step - loss: 95702.0234 - mean_absolute_error: 265.8694 - val_loss: 159899.2796 - val_mean_absolute_error: 378.3141 Epoch 768/5000 148/148 [==============================] - 0s 34us/step - loss: 95701.5000 - mean_absolute_error: 265.8685 - val_loss: 159898.5579 - val_mean_absolute_error: 378.3131 Epoch 769/5000 148/148 [==============================] - 0s 27us/step - loss: 95700.9688 - mean_absolute_error: 265.8674 - val_loss: 159897.7752 - val_mean_absolute_error: 378.3121 Epoch 770/5000 148/148 [==============================] - 0s 41us/step - loss: 95700.4453 - mean_absolute_error: 265.8664 - val_loss: 159897.0383 - val_mean_absolute_error: 378.3111 Epoch 771/5000 148/148 [==============================] - 0s 27us/step - loss: 95699.9141 - mean_absolute_error: 265.8654 - val_loss: 159896.2552 - val_mean_absolute_error: 378.3102 Epoch 772/5000 148/148 [==============================] - 0s 34us/step - loss: 95699.3750 - mean_absolute_error: 265.8644 - val_loss: 159895.5029 - val_mean_absolute_error: 378.3092 Epoch 773/5000 148/148 [==============================] - 0s 34us/step - loss: 95698.8359 - mean_absolute_error: 265.8634 - val_loss: 159894.7665 - val_mean_absolute_error: 378.3083 Epoch 774/5000 148/148 [==============================] - 0s 34us/step - loss: 95698.3281 - mean_absolute_error: 265.8624 - val_loss: 159893.9987 - val_mean_absolute_error: 378.3072 Epoch 775/5000 148/148 [==============================] - 0s 34us/step - loss: 95697.7812 - mean_absolute_error: 265.8614 - val_loss: 159893.2465 - val_mean_absolute_error: 378.3062 Epoch 776/5000 148/148 [==============================] - 0s 27us/step - loss: 95697.2500 - mean_absolute_error: 265.8604 - val_loss: 159892.4788 - val_mean_absolute_error: 378.3053 Epoch 777/5000 148/148 [==============================] - 0s 27us/step - loss: 95696.7188 - mean_absolute_error: 265.8594 - val_loss: 159891.7423 - val_mean_absolute_error: 378.3043 Epoch 778/5000 148/148 [==============================] - 0s 34us/step - loss: 95696.1953 - mean_absolute_error: 265.8585 - val_loss: 159890.9746 - val_mean_absolute_error: 378.3033 Epoch 779/5000 148/148 [==============================] - 0s 27us/step - loss: 95695.6562 - mean_absolute_error: 265.8574 - val_loss: 159890.2377 - val_mean_absolute_error: 378.3023 Epoch 780/5000 148/148 [==============================] - 0s 34us/step - loss: 95695.1250 - mean_absolute_error: 265.8564 - val_loss: 159889.4704 - val_mean_absolute_error: 378.3014 Epoch 781/5000 148/148 [==============================] - 0s 34us/step - loss: 95694.6016 - mean_absolute_error: 265.8554 - val_loss: 159888.7181 - val_mean_absolute_error: 378.3004 Epoch 782/5000 148/148 [==============================] - 0s 27us/step - loss: 95694.0703 - mean_absolute_error: 265.8544 - val_loss: 159887.9658 - val_mean_absolute_error: 378.2995 Epoch 783/5000 148/148 [==============================] - 0s 27us/step - loss: 95693.5391 - mean_absolute_error: 265.8534 - val_loss: 159887.1983 - val_mean_absolute_error: 378.2985 Epoch 784/5000 148/148 [==============================] - 0s 41us/step - loss: 95692.9922 - mean_absolute_error: 265.8524 - val_loss: 159886.4463 - val_mean_absolute_error: 378.2975 Epoch 785/5000 148/148 [==============================] - 0s 27us/step - loss: 95692.4766 - mean_absolute_error: 265.8515 - val_loss: 159885.6942 - val_mean_absolute_error: 378.2965 Epoch 786/5000 148/148 [==============================] - 0s 34us/step - loss: 95691.9375 - mean_absolute_error: 265.8504 - val_loss: 159884.9262 - val_mean_absolute_error: 378.2956 Epoch 787/5000 148/148 [==============================] - 0s 27us/step - loss: 95691.4062 - mean_absolute_error: 265.8495 - val_loss: 159884.1588 - val_mean_absolute_error: 378.2946 Epoch 788/5000 148/148 [==============================] - 0s 34us/step - loss: 95690.8750 - mean_absolute_error: 265.8484 - val_loss: 159883.4221 - val_mean_absolute_error: 378.2936 Epoch 789/5000 148/148 [==============================] - 0s 34us/step - loss: 95690.3516 - mean_absolute_error: 265.8475 - val_loss: 159882.6700 - val_mean_absolute_error: 378.2927 Epoch 790/5000 148/148 [==============================] - 0s 27us/step - loss: 95689.8203 - mean_absolute_error: 265.8465 - val_loss: 159881.9175 - val_mean_absolute_error: 378.2917 Epoch 791/5000 148/148 [==============================] - 0s 34us/step - loss: 95689.2812 - mean_absolute_error: 265.8454 - val_loss: 159881.1504 - val_mean_absolute_error: 378.2907 Epoch 792/5000 148/148 [==============================] - 0s 27us/step - loss: 95688.7578 - mean_absolute_error: 265.8444 - val_loss: 159880.3979 - val_mean_absolute_error: 378.2898 Epoch 793/5000 148/148 [==============================] - 0s 27us/step - loss: 95688.2266 - mean_absolute_error: 265.8434 - val_loss: 159879.6458 - val_mean_absolute_error: 378.2888 Epoch 794/5000 148/148 [==============================] - 0s 34us/step - loss: 95687.6875 - mean_absolute_error: 265.8424 - val_loss: 159878.8933 - val_mean_absolute_error: 378.2877 Epoch 795/5000 148/148 [==============================] - 0s 34us/step - loss: 95687.1562 - mean_absolute_error: 265.8415 - val_loss: 159878.1263 - val_mean_absolute_error: 378.2868 Epoch 796/5000 148/148 [==============================] - 0s 34us/step - loss: 95686.6250 - mean_absolute_error: 265.8404 - val_loss: 159877.3892 - val_mean_absolute_error: 378.2858 Epoch 797/5000 148/148 [==============================] - 0s 34us/step - loss: 95686.0938 - mean_absolute_error: 265.8394 - val_loss: 159876.6217 - val_mean_absolute_error: 378.2848 Epoch 798/5000 148/148 [==============================] - 0s 27us/step - loss: 95685.5625 - mean_absolute_error: 265.8385 - val_loss: 159875.8692 - val_mean_absolute_error: 378.2839 Epoch 799/5000 148/148 [==============================] - 0s 27us/step - loss: 95685.0312 - mean_absolute_error: 265.8374 - val_loss: 159875.1175 - val_mean_absolute_error: 378.2829 Epoch 800/5000 148/148 [==============================] - 0s 27us/step - loss: 95684.5156 - mean_absolute_error: 265.8365 - val_loss: 159874.3650 - val_mean_absolute_error: 378.2819 Epoch 801/5000 148/148 [==============================] - 0s 34us/step - loss: 95683.9766 - mean_absolute_error: 265.8354 - val_loss: 159873.6129 - val_mean_absolute_error: 378.2809 Epoch 802/5000 148/148 [==============================] - 0s 27us/step - loss: 95683.4453 - mean_absolute_error: 265.8344 - val_loss: 159872.8296 - val_mean_absolute_error: 378.2800 Epoch 803/5000 148/148 [==============================] - 0s 27us/step - loss: 95682.9062 - mean_absolute_error: 265.8334 - val_loss: 159872.0777 - val_mean_absolute_error: 378.2790 Epoch 804/5000 148/148 [==============================] - 0s 41us/step - loss: 95682.3828 - mean_absolute_error: 265.8324 - val_loss: 159871.3408 - val_mean_absolute_error: 378.2781 Epoch 805/5000 148/148 [==============================] - 0s 27us/step - loss: 95681.8516 - mean_absolute_error: 265.8314 - val_loss: 159870.5731 - val_mean_absolute_error: 378.2771 Epoch 806/5000 148/148 [==============================] - 0s 20us/step - loss: 95681.3047 - mean_absolute_error: 265.8304 - val_loss: 159869.8367 - val_mean_absolute_error: 378.2761 Epoch 807/5000 148/148 [==============================] - 0s 27us/step - loss: 95680.7969 - mean_absolute_error: 265.8295 - val_loss: 159869.0690 - val_mean_absolute_error: 378.2752 Epoch 808/5000 148/148 [==============================] - 0s 27us/step - loss: 95680.2578 - mean_absolute_error: 265.8285 - val_loss: 159868.3012 - val_mean_absolute_error: 378.2742 Epoch 809/5000 148/148 [==============================] - 0s 34us/step - loss: 95679.7266 - mean_absolute_error: 265.8275 - val_loss: 159867.5492 - val_mean_absolute_error: 378.2732 Epoch 810/5000 148/148 [==============================] - 0s 34us/step - loss: 95679.1875 - mean_absolute_error: 265.8265 - val_loss: 159866.7971 - val_mean_absolute_error: 378.2723 Epoch 811/5000 148/148 [==============================] - 0s 27us/step - loss: 95678.6719 - mean_absolute_error: 265.8255 - val_loss: 159866.0450 - val_mean_absolute_error: 378.2713 Epoch 812/5000 148/148 [==============================] - 0s 34us/step - loss: 95678.1406 - mean_absolute_error: 265.8245 - val_loss: 159865.2925 - val_mean_absolute_error: 378.2703 Epoch 813/5000 148/148 [==============================] - 0s 27us/step - loss: 95677.6016 - mean_absolute_error: 265.8235 - val_loss: 159864.5096 - val_mean_absolute_error: 378.2693 Epoch 814/5000 148/148 [==============================] - 0s 34us/step - loss: 95677.0703 - mean_absolute_error: 265.8225 - val_loss: 159863.7729 - val_mean_absolute_error: 378.2684 Epoch 815/5000 148/148 [==============================] - 0s 34us/step - loss: 95676.5469 - mean_absolute_error: 265.8215 - val_loss: 159863.0363 - val_mean_absolute_error: 378.2674 Epoch 816/5000 148/148 [==============================] - 0s 34us/step - loss: 95676.0156 - mean_absolute_error: 265.8205 - val_loss: 159862.2529 - val_mean_absolute_error: 378.2664 Epoch 817/5000 148/148 [==============================] - 0s 27us/step - loss: 95675.4766 - mean_absolute_error: 265.8195 - val_loss: 159861.5167 - val_mean_absolute_error: 378.2655 Epoch 818/5000 148/148 [==============================] - 0s 27us/step - loss: 95674.9609 - mean_absolute_error: 265.8185 - val_loss: 159860.7487 - val_mean_absolute_error: 378.2644 Epoch 819/5000 148/148 [==============================] - 0s 41us/step - loss: 95674.4219 - mean_absolute_error: 265.8175 - val_loss: 159859.9967 - val_mean_absolute_error: 378.2634 Epoch 820/5000 148/148 [==============================] - 0s 34us/step - loss: 95673.8828 - mean_absolute_error: 265.8165 - val_loss: 159859.2290 - val_mean_absolute_error: 378.2625 Epoch 821/5000 148/148 [==============================] - 0s 27us/step - loss: 95673.3516 - mean_absolute_error: 265.8155 - val_loss: 159858.5079 - val_mean_absolute_error: 378.2616 Epoch 822/5000 148/148 [==============================] - 0s 41us/step - loss: 95672.8281 - mean_absolute_error: 265.8145 - val_loss: 159857.7246 - val_mean_absolute_error: 378.2605 Epoch 823/5000 148/148 [==============================] - 0s 27us/step - loss: 95672.2969 - mean_absolute_error: 265.8134 - val_loss: 159856.9725 - val_mean_absolute_error: 378.2596 Epoch 824/5000 148/148 [==============================] - 0s 27us/step - loss: 95671.7656 - mean_absolute_error: 265.8124 - val_loss: 159856.2200 - val_mean_absolute_error: 378.2586 Epoch 825/5000 148/148 [==============================] - 0s 27us/step - loss: 95671.2266 - mean_absolute_error: 265.8115 - val_loss: 159855.4529 - val_mean_absolute_error: 378.2576 Epoch 826/5000 148/148 [==============================] - 0s 27us/step - loss: 95670.7031 - mean_absolute_error: 265.8105 - val_loss: 159854.7158 - val_mean_absolute_error: 378.2567 Epoch 827/5000 148/148 [==============================] - 0s 41us/step - loss: 95670.1719 - mean_absolute_error: 265.8095 - val_loss: 159853.9483 - val_mean_absolute_error: 378.2557 Epoch 828/5000 148/148 [==============================] - 0s 27us/step - loss: 95669.6250 - mean_absolute_error: 265.8085 - val_loss: 159853.2117 - val_mean_absolute_error: 378.2547 Epoch 829/5000 148/148 [==============================] - 0s 27us/step - loss: 95669.1094 - mean_absolute_error: 265.8075 - val_loss: 159852.4442 - val_mean_absolute_error: 378.2538 Epoch 830/5000 148/148 [==============================] - 0s 34us/step - loss: 95668.5781 - mean_absolute_error: 265.8065 - val_loss: 159851.6917 - val_mean_absolute_error: 378.2528 Epoch 831/5000 148/148 [==============================] - 0s 41us/step - loss: 95668.0391 - mean_absolute_error: 265.8055 - val_loss: 159850.9242 - val_mean_absolute_error: 378.2518 Epoch 832/5000 148/148 [==============================] - 0s 27us/step - loss: 95667.5078 - mean_absolute_error: 265.8045 - val_loss: 159850.1875 - val_mean_absolute_error: 378.2509 Epoch 833/5000 148/148 [==============================] - 0s 34us/step - loss: 95666.9844 - mean_absolute_error: 265.8035 - val_loss: 159849.4200 - val_mean_absolute_error: 378.2499 Epoch 834/5000 148/148 [==============================] - 0s 27us/step - loss: 95666.4453 - mean_absolute_error: 265.8025 - val_loss: 159848.6675 - val_mean_absolute_error: 378.2489 Epoch 835/5000 148/148 [==============================] - 0s 27us/step - loss: 95665.9219 - mean_absolute_error: 265.8015 - val_loss: 159847.9154 - val_mean_absolute_error: 378.2480 Epoch 836/5000 148/148 [==============================] - 0s 41us/step - loss: 95665.3750 - mean_absolute_error: 265.8005 - val_loss: 159847.1633 - val_mean_absolute_error: 378.2470 Epoch 837/5000 148/148 [==============================] - 0s 34us/step - loss: 95664.8672 - mean_absolute_error: 265.7995 - val_loss: 159846.3958 - val_mean_absolute_error: 378.2460 Epoch 838/5000 148/148 [==============================] - 0s 34us/step - loss: 95664.3281 - mean_absolute_error: 265.7985 - val_loss: 159845.6279 - val_mean_absolute_error: 378.2450 Epoch 839/5000 148/148 [==============================] - 0s 27us/step - loss: 95663.7891 - mean_absolute_error: 265.7975 - val_loss: 159844.8917 - val_mean_absolute_error: 378.2440 Epoch 840/5000 148/148 [==============================] - 0s 41us/step - loss: 95663.2734 - mean_absolute_error: 265.7965 - val_loss: 159844.1392 - val_mean_absolute_error: 378.2430 Epoch 841/5000 148/148 [==============================] - 0s 34us/step - loss: 95662.7422 - mean_absolute_error: 265.7955 - val_loss: 159843.3717 - val_mean_absolute_error: 378.2421 Epoch 842/5000 148/148 [==============================] - 0s 34us/step - loss: 95662.1953 - mean_absolute_error: 265.7945 - val_loss: 159842.6040 - val_mean_absolute_error: 378.2411 Epoch 843/5000 148/148 [==============================] - 0s 41us/step - loss: 95661.6719 - mean_absolute_error: 265.7935 - val_loss: 159841.8829 - val_mean_absolute_error: 378.2402 Epoch 844/5000 148/148 [==============================] - 0s 41us/step - loss: 95661.1562 - mean_absolute_error: 265.7925 - val_loss: 159841.0998 - val_mean_absolute_error: 378.2391 Epoch 845/5000 148/148 [==============================] - 0s 27us/step - loss: 95660.6172 - mean_absolute_error: 265.7914 - val_loss: 159840.3629 - val_mean_absolute_error: 378.2382 Epoch 846/5000 148/148 [==============================] - 0s 27us/step - loss: 95660.0781 - mean_absolute_error: 265.7905 - val_loss: 159839.5952 - val_mean_absolute_error: 378.2372 Epoch 847/5000 148/148 [==============================] - 0s 41us/step - loss: 95659.5391 - mean_absolute_error: 265.7895 - val_loss: 159838.8433 - val_mean_absolute_error: 378.2362 Epoch 848/5000 148/148 [==============================] - 0s 34us/step - loss: 95659.0234 - mean_absolute_error: 265.7885 - val_loss: 159838.0910 - val_mean_absolute_error: 378.2353 Epoch 849/5000 148/148 [==============================] - 0s 41us/step - loss: 95658.4844 - mean_absolute_error: 265.7875 - val_loss: 159837.3233 - val_mean_absolute_error: 378.2343 Epoch 850/5000 148/148 [==============================] - 0s 27us/step - loss: 95657.9531 - mean_absolute_error: 265.7865 - val_loss: 159836.5869 - val_mean_absolute_error: 378.2333 Epoch 851/5000 148/148 [==============================] - 0s 27us/step - loss: 95657.4375 - mean_absolute_error: 265.7855 - val_loss: 159835.8346 - val_mean_absolute_error: 378.2324 Epoch 852/5000 148/148 [==============================] - 0s 27us/step - loss: 95656.9062 - mean_absolute_error: 265.7845 - val_loss: 159835.0669 - val_mean_absolute_error: 378.2314 Epoch 853/5000 148/148 [==============================] - 0s 27us/step - loss: 95656.3672 - mean_absolute_error: 265.7835 - val_loss: 159834.2992 - val_mean_absolute_error: 378.2305 Epoch 854/5000 148/148 [==============================] - 0s 27us/step - loss: 95655.8281 - mean_absolute_error: 265.7825 - val_loss: 159833.5781 - val_mean_absolute_error: 378.2295 Epoch 855/5000 148/148 [==============================] - 0s 34us/step - loss: 95655.3047 - mean_absolute_error: 265.7816 - val_loss: 159832.7796 - val_mean_absolute_error: 378.2285 Epoch 856/5000 148/148 [==============================] - 0s 34us/step - loss: 95654.7734 - mean_absolute_error: 265.7805 - val_loss: 159832.0427 - val_mean_absolute_error: 378.2275 Epoch 857/5000 148/148 [==============================] - 0s 27us/step - loss: 95654.2344 - mean_absolute_error: 265.7795 - val_loss: 159831.2750 - val_mean_absolute_error: 378.2266 Epoch 858/5000 148/148 [==============================] - 0s 27us/step - loss: 95653.7031 - mean_absolute_error: 265.7785 - val_loss: 159830.5385 - val_mean_absolute_error: 378.2256 Epoch 859/5000 148/148 [==============================] - 0s 27us/step - loss: 95653.1797 - mean_absolute_error: 265.7776 - val_loss: 159829.7708 - val_mean_absolute_error: 378.2246 Epoch 860/5000 148/148 [==============================] - 0s 34us/step - loss: 95652.6562 - mean_absolute_error: 265.7765 - val_loss: 159829.0185 - val_mean_absolute_error: 378.2237 Epoch 861/5000 148/148 [==============================] - 0s 27us/step - loss: 95652.1172 - mean_absolute_error: 265.7755 - val_loss: 159828.2821 - val_mean_absolute_error: 378.2227 Epoch 862/5000 148/148 [==============================] - 0s 34us/step - loss: 95651.5938 - mean_absolute_error: 265.7745 - val_loss: 159827.5142 - val_mean_absolute_error: 378.2216 Epoch 863/5000 148/148 [==============================] - 0s 27us/step - loss: 95651.0625 - mean_absolute_error: 265.7735 - val_loss: 159826.7621 - val_mean_absolute_error: 378.2207 Epoch 864/5000 148/148 [==============================] - 0s 34us/step - loss: 95650.5234 - mean_absolute_error: 265.7726 - val_loss: 159825.9946 - val_mean_absolute_error: 378.2197 Epoch 865/5000 148/148 [==============================] - 0s 34us/step - loss: 95649.9844 - mean_absolute_error: 265.7715 - val_loss: 159825.2579 - val_mean_absolute_error: 378.2188 Epoch 866/5000 148/148 [==============================] - 0s 27us/step - loss: 95649.4766 - mean_absolute_error: 265.7706 - val_loss: 159824.4902 - val_mean_absolute_error: 378.2178 Epoch 867/5000 148/148 [==============================] - 0s 27us/step - loss: 95648.9375 - mean_absolute_error: 265.7695 - val_loss: 159823.7533 - val_mean_absolute_error: 378.2168 Epoch 868/5000 148/148 [==============================] - 0s 27us/step - loss: 95648.3984 - mean_absolute_error: 265.7685 - val_loss: 159822.9702 - val_mean_absolute_error: 378.2158 Epoch 869/5000 148/148 [==============================] - 0s 34us/step - loss: 95647.8672 - mean_absolute_error: 265.7675 - val_loss: 159822.2338 - val_mean_absolute_error: 378.2149 Epoch 870/5000 148/148 [==============================] - 0s 34us/step - loss: 95647.3516 - mean_absolute_error: 265.7665 - val_loss: 159821.4815 - val_mean_absolute_error: 378.2139 Epoch 871/5000 148/148 [==============================] - 0s 27us/step - loss: 95646.8047 - mean_absolute_error: 265.7655 - val_loss: 159820.7137 - val_mean_absolute_error: 378.2129 Epoch 872/5000 148/148 [==============================] - 0s 27us/step - loss: 95646.2734 - mean_absolute_error: 265.7645 - val_loss: 159819.9619 - val_mean_absolute_error: 378.2120 Epoch 873/5000 148/148 [==============================] - 0s 27us/step - loss: 95645.7500 - mean_absolute_error: 265.7636 - val_loss: 159819.2096 - val_mean_absolute_error: 378.2110 Epoch 874/5000 148/148 [==============================] - 0s 27us/step - loss: 95645.2188 - mean_absolute_error: 265.7625 - val_loss: 159818.4419 - val_mean_absolute_error: 378.2101 Epoch 875/5000 148/148 [==============================] - 0s 27us/step - loss: 95644.6797 - mean_absolute_error: 265.7616 - val_loss: 159817.6742 - val_mean_absolute_error: 378.2091 Epoch 876/5000 148/148 [==============================] - 0s 41us/step - loss: 95644.1484 - mean_absolute_error: 265.7606 - val_loss: 159816.9377 - val_mean_absolute_error: 378.2081 Epoch 877/5000 148/148 [==============================] - 0s 34us/step - loss: 95643.6250 - mean_absolute_error: 265.7596 - val_loss: 159816.1854 - val_mean_absolute_error: 378.2071 Epoch 878/5000 148/148 [==============================] - 0s 27us/step - loss: 95643.0938 - mean_absolute_error: 265.7586 - val_loss: 159815.4331 - val_mean_absolute_error: 378.2061 Epoch 879/5000 148/148 [==============================] - 0s 34us/step - loss: 95642.5547 - mean_absolute_error: 265.7575 - val_loss: 159814.6654 - val_mean_absolute_error: 378.2052 Epoch 880/5000 148/148 [==============================] - 0s 27us/step - loss: 95642.0234 - mean_absolute_error: 265.7565 - val_loss: 159813.9135 - val_mean_absolute_error: 378.2042 Epoch 881/5000 148/148 [==============================] - 0s 34us/step - loss: 95641.5078 - mean_absolute_error: 265.7555 - val_loss: 159813.1613 - val_mean_absolute_error: 378.2032 Epoch 882/5000 148/148 [==============================] - 0s 27us/step - loss: 95640.9766 - mean_absolute_error: 265.7545 - val_loss: 159812.4090 - val_mean_absolute_error: 378.2022 Epoch 883/5000 148/148 [==============================] - 0s 34us/step - loss: 95640.4297 - mean_absolute_error: 265.7535 - val_loss: 159811.6417 - val_mean_absolute_error: 378.2013 Epoch 884/5000 148/148 [==============================] - 0s 34us/step - loss: 95639.9219 - mean_absolute_error: 265.7525 - val_loss: 159810.9048 - val_mean_absolute_error: 378.2003 Epoch 885/5000 148/148 [==============================] - 0s 41us/step - loss: 95639.3750 - mean_absolute_error: 265.7515 - val_loss: 159810.1371 - val_mean_absolute_error: 378.1993 Epoch 886/5000 148/148 [==============================] - 0s 34us/step - loss: 95638.8359 - mean_absolute_error: 265.7505 - val_loss: 159809.3850 - val_mean_absolute_error: 378.1983 Epoch 887/5000 148/148 [==============================] - 0s 34us/step - loss: 95638.3125 - mean_absolute_error: 265.7495 - val_loss: 159808.6329 - val_mean_absolute_error: 378.1974 Epoch 888/5000 148/148 [==============================] - 0s 34us/step - loss: 95637.7812 - mean_absolute_error: 265.7486 - val_loss: 159807.8808 - val_mean_absolute_error: 378.1964 Epoch 889/5000 148/148 [==============================] - 0s 20us/step - loss: 95637.2500 - mean_absolute_error: 265.7475 - val_loss: 159807.1283 - val_mean_absolute_error: 378.1954 Epoch 890/5000 148/148 [==============================] - 0s 34us/step - loss: 95636.7188 - mean_absolute_error: 265.7465 - val_loss: 159806.3612 - val_mean_absolute_error: 378.1945 Epoch 891/5000 148/148 [==============================] - 0s 34us/step - loss: 95636.1953 - mean_absolute_error: 265.7455 - val_loss: 159805.5933 - val_mean_absolute_error: 378.1935 Epoch 892/5000 148/148 [==============================] - 0s 27us/step - loss: 95635.6641 - mean_absolute_error: 265.7445 - val_loss: 159804.8567 - val_mean_absolute_error: 378.1925 Epoch 893/5000 148/148 [==============================] - 0s 27us/step - loss: 95635.1250 - mean_absolute_error: 265.7436 - val_loss: 159804.0887 - val_mean_absolute_error: 378.1915 Epoch 894/5000 148/148 [==============================] - 0s 34us/step - loss: 95634.5938 - mean_absolute_error: 265.7426 - val_loss: 159803.3371 - val_mean_absolute_error: 378.1906 Epoch 895/5000 148/148 [==============================] - 0s 27us/step - loss: 95634.0781 - mean_absolute_error: 265.7416 - val_loss: 159802.5846 - val_mean_absolute_error: 378.1896 Epoch 896/5000 148/148 [==============================] - 0s 27us/step - loss: 95633.5391 - mean_absolute_error: 265.7406 - val_loss: 159801.8171 - val_mean_absolute_error: 378.1887 Epoch 897/5000 148/148 [==============================] - 0s 34us/step - loss: 95633.0078 - mean_absolute_error: 265.7396 - val_loss: 159801.0646 - val_mean_absolute_error: 378.1877 Epoch 898/5000 148/148 [==============================] - 0s 27us/step - loss: 95632.4766 - mean_absolute_error: 265.7386 - val_loss: 159800.3129 - val_mean_absolute_error: 378.1867 Epoch 899/5000 148/148 [==============================] - 0s 34us/step - loss: 95631.9531 - mean_absolute_error: 265.7376 - val_loss: 159799.5758 - val_mean_absolute_error: 378.1858 Epoch 900/5000 148/148 [==============================] - 0s 34us/step - loss: 95631.4219 - mean_absolute_error: 265.7366 - val_loss: 159798.8083 - val_mean_absolute_error: 378.1847 Epoch 901/5000 148/148 [==============================] - 0s 27us/step - loss: 95630.8828 - mean_absolute_error: 265.7356 - val_loss: 159798.0562 - val_mean_absolute_error: 378.1838 Epoch 902/5000 148/148 [==============================] - 0s 27us/step - loss: 95630.3672 - mean_absolute_error: 265.7346 - val_loss: 159797.2888 - val_mean_absolute_error: 378.1829 Epoch 903/5000 148/148 [==============================] - 0s 34us/step - loss: 95629.8281 - mean_absolute_error: 265.7336 - val_loss: 159796.5517 - val_mean_absolute_error: 378.1819 Epoch 904/5000 148/148 [==============================] - 0s 34us/step - loss: 95629.2969 - mean_absolute_error: 265.7326 - val_loss: 159795.7842 - val_mean_absolute_error: 378.1809 Epoch 905/5000 148/148 [==============================] - 0s 34us/step - loss: 95628.7578 - mean_absolute_error: 265.7316 - val_loss: 159795.0321 - val_mean_absolute_error: 378.1800 Epoch 906/5000 148/148 [==============================] - 0s 34us/step - loss: 95628.2344 - mean_absolute_error: 265.7306 - val_loss: 159794.2800 - val_mean_absolute_error: 378.1789 Epoch 907/5000 148/148 [==============================] - 0s 27us/step - loss: 95627.7031 - mean_absolute_error: 265.7296 - val_loss: 159793.5275 - val_mean_absolute_error: 378.1779 Epoch 908/5000 148/148 [==============================] - 0s 27us/step - loss: 95627.1641 - mean_absolute_error: 265.7286 - val_loss: 159792.7600 - val_mean_absolute_error: 378.1770 Epoch 909/5000 148/148 [==============================] - 0s 34us/step - loss: 95626.6328 - mean_absolute_error: 265.7276 - val_loss: 159792.0233 - val_mean_absolute_error: 378.1760 Epoch 910/5000 148/148 [==============================] - 0s 27us/step - loss: 95626.1172 - mean_absolute_error: 265.7266 - val_loss: 159791.2558 - val_mean_absolute_error: 378.1750 Epoch 911/5000 148/148 [==============================] - 0s 27us/step - loss: 95625.5781 - mean_absolute_error: 265.7255 - val_loss: 159790.5187 - val_mean_absolute_error: 378.1740 Epoch 912/5000 148/148 [==============================] - 0s 41us/step - loss: 95625.0391 - mean_absolute_error: 265.7245 - val_loss: 159789.7517 - val_mean_absolute_error: 378.1731 Epoch 913/5000 148/148 [==============================] - 0s 27us/step - loss: 95624.5156 - mean_absolute_error: 265.7236 - val_loss: 159788.9992 - val_mean_absolute_error: 378.1721 Epoch 914/5000 148/148 [==============================] - 0s 41us/step - loss: 95623.9844 - mean_absolute_error: 265.7226 - val_loss: 159788.2317 - val_mean_absolute_error: 378.1711 Epoch 915/5000 148/148 [==============================] - 0s 34us/step - loss: 95623.4531 - mean_absolute_error: 265.7216 - val_loss: 159787.4640 - val_mean_absolute_error: 378.1702 Epoch 916/5000 148/148 [==============================] - 0s 27us/step - loss: 95622.9219 - mean_absolute_error: 265.7206 - val_loss: 159786.7275 - val_mean_absolute_error: 378.1692 Epoch 917/5000 148/148 [==============================] - 0s 34us/step - loss: 95622.3984 - mean_absolute_error: 265.7196 - val_loss: 159785.9598 - val_mean_absolute_error: 378.1682 Epoch 918/5000 148/148 [==============================] - 0s 27us/step - loss: 95621.8594 - mean_absolute_error: 265.7186 - val_loss: 159785.2075 - val_mean_absolute_error: 378.1673 Epoch 919/5000 148/148 [==============================] - 0s 34us/step - loss: 95621.3203 - mean_absolute_error: 265.7176 - val_loss: 159784.4398 - val_mean_absolute_error: 378.1663 Epoch 920/5000 148/148 [==============================] - 0s 34us/step - loss: 95620.7891 - mean_absolute_error: 265.7166 - val_loss: 159783.7033 - val_mean_absolute_error: 378.1654 Epoch 921/5000 148/148 [==============================] - 0s 27us/step - loss: 95620.2734 - mean_absolute_error: 265.7156 - val_loss: 159782.9356 - val_mean_absolute_error: 378.1644 Epoch 922/5000 148/148 [==============================] - 0s 20us/step - loss: 95619.7344 - mean_absolute_error: 265.7147 - val_loss: 159782.1988 - val_mean_absolute_error: 378.1633 Epoch 923/5000 148/148 [==============================] - 0s 34us/step - loss: 95619.2031 - mean_absolute_error: 265.7136 - val_loss: 159781.4315 - val_mean_absolute_error: 378.1624 Epoch 924/5000 148/148 [==============================] - 0s 34us/step - loss: 95618.6797 - mean_absolute_error: 265.7126 - val_loss: 159780.6792 - val_mean_absolute_error: 378.1615 Epoch 925/5000 148/148 [==============================] - 0s 27us/step - loss: 95618.1562 - mean_absolute_error: 265.7116 - val_loss: 159779.9269 - val_mean_absolute_error: 378.1605 Epoch 926/5000 148/148 [==============================] - 0s 41us/step - loss: 95617.6094 - mean_absolute_error: 265.7106 - val_loss: 159779.1592 - val_mean_absolute_error: 378.1594 Epoch 927/5000 148/148 [==============================] - 0s 34us/step - loss: 95617.0781 - mean_absolute_error: 265.7096 - val_loss: 159778.4227 - val_mean_absolute_error: 378.1585 Epoch 928/5000 148/148 [==============================] - 0s 34us/step - loss: 95616.5547 - mean_absolute_error: 265.7086 - val_loss: 159777.6396 - val_mean_absolute_error: 378.1575 Epoch 929/5000 148/148 [==============================] - 0s 34us/step - loss: 95616.0234 - mean_absolute_error: 265.7076 - val_loss: 159776.9181 - val_mean_absolute_error: 378.1565 Epoch 930/5000 148/148 [==============================] - 0s 27us/step - loss: 95615.4844 - mean_absolute_error: 265.7066 - val_loss: 159776.1508 - val_mean_absolute_error: 378.1556 Epoch 931/5000 148/148 [==============================] - 0s 27us/step - loss: 95614.9688 - mean_absolute_error: 265.7056 - val_loss: 159775.3985 - val_mean_absolute_error: 378.1546 Epoch 932/5000 148/148 [==============================] - 0s 34us/step - loss: 95614.4375 - mean_absolute_error: 265.7046 - val_loss: 159774.6462 - val_mean_absolute_error: 378.1536 Epoch 933/5000 148/148 [==============================] - 0s 27us/step - loss: 95613.9062 - mean_absolute_error: 265.7036 - val_loss: 159773.8788 - val_mean_absolute_error: 378.1527 Epoch 934/5000 148/148 [==============================] - 0s 27us/step - loss: 95613.3672 - mean_absolute_error: 265.7026 - val_loss: 159773.1267 - val_mean_absolute_error: 378.1517 Epoch 935/5000 148/148 [==============================] - 0s 34us/step - loss: 95612.8516 - mean_absolute_error: 265.7016 - val_loss: 159772.3746 - val_mean_absolute_error: 378.1507 Epoch 936/5000 148/148 [==============================] - 0s 27us/step - loss: 95612.3125 - mean_absolute_error: 265.7006 - val_loss: 159771.6067 - val_mean_absolute_error: 378.1498 Epoch 937/5000 148/148 [==============================] - 0s 27us/step - loss: 95611.7734 - mean_absolute_error: 265.6996 - val_loss: 159770.8546 - val_mean_absolute_error: 378.1488 Epoch 938/5000 148/148 [==============================] - 0s 27us/step - loss: 95611.2344 - mean_absolute_error: 265.6986 - val_loss: 159770.1025 - val_mean_absolute_error: 378.1478 Epoch 939/5000 148/148 [==============================] - 0s 27us/step - loss: 95610.7188 - mean_absolute_error: 265.6976 - val_loss: 159769.3504 - val_mean_absolute_error: 378.1468 Epoch 940/5000 148/148 [==============================] - 0s 34us/step - loss: 95610.1875 - mean_absolute_error: 265.6966 - val_loss: 159768.5979 - val_mean_absolute_error: 378.1459 Epoch 941/5000 148/148 [==============================] - 0s 34us/step - loss: 95609.6484 - mean_absolute_error: 265.6956 - val_loss: 159767.8463 - val_mean_absolute_error: 378.1449 Epoch 942/5000 148/148 [==============================] - 0s 27us/step - loss: 95609.1328 - mean_absolute_error: 265.6946 - val_loss: 159767.0938 - val_mean_absolute_error: 378.1440 Epoch 943/5000 148/148 [==============================] - 0s 27us/step - loss: 95608.6016 - mean_absolute_error: 265.6937 - val_loss: 159766.3263 - val_mean_absolute_error: 378.1430 Epoch 944/5000 148/148 [==============================] - 0s 34us/step - loss: 95608.0547 - mean_absolute_error: 265.6927 - val_loss: 159765.5738 - val_mean_absolute_error: 378.1420 Epoch 945/5000 148/148 [==============================] - 0s 27us/step - loss: 95607.5234 - mean_absolute_error: 265.6916 - val_loss: 159764.8221 - val_mean_absolute_error: 378.1410 Epoch 946/5000 148/148 [==============================] - 0s 34us/step - loss: 95607.0000 - mean_absolute_error: 265.6906 - val_loss: 159764.0696 - val_mean_absolute_error: 378.1401 Epoch 947/5000 148/148 [==============================] - 0s 34us/step - loss: 95606.4766 - mean_absolute_error: 265.6897 - val_loss: 159763.3175 - val_mean_absolute_error: 378.1391 Epoch 948/5000 148/148 [==============================] - 0s 27us/step - loss: 95605.9375 - mean_absolute_error: 265.6887 - val_loss: 159762.5496 - val_mean_absolute_error: 378.1381 Epoch 949/5000 148/148 [==============================] - 0s 34us/step - loss: 95605.3984 - mean_absolute_error: 265.6877 - val_loss: 159761.7979 - val_mean_absolute_error: 378.1372 Epoch 950/5000 148/148 [==============================] - 0s 41us/step - loss: 95604.8828 - mean_absolute_error: 265.6866 - val_loss: 159761.0608 - val_mean_absolute_error: 378.1361 Epoch 951/5000 148/148 [==============================] - 0s 27us/step - loss: 95604.3516 - mean_absolute_error: 265.6856 - val_loss: 159760.2779 - val_mean_absolute_error: 378.1352 Epoch 952/5000 148/148 [==============================] - 0s 27us/step - loss: 95603.8203 - mean_absolute_error: 265.6847 - val_loss: 159759.5413 - val_mean_absolute_error: 378.1342 Epoch 953/5000 148/148 [==============================] - 0s 34us/step - loss: 95603.2969 - mean_absolute_error: 265.6837 - val_loss: 159758.7583 - val_mean_absolute_error: 378.1332 Epoch 954/5000 148/148 [==============================] - 0s 34us/step - loss: 95602.7578 - mean_absolute_error: 265.6827 - val_loss: 159758.0212 - val_mean_absolute_error: 378.1322 Epoch 955/5000 148/148 [==============================] - 0s 34us/step - loss: 95602.2188 - mean_absolute_error: 265.6816 - val_loss: 159757.2692 - val_mean_absolute_error: 378.1313 Epoch 956/5000 148/148 [==============================] - 0s 34us/step - loss: 95601.6953 - mean_absolute_error: 265.6806 - val_loss: 159756.5171 - val_mean_absolute_error: 378.1303 Epoch 957/5000 148/148 [==============================] - 0s 27us/step - loss: 95601.1641 - mean_absolute_error: 265.6796 - val_loss: 159755.7496 - val_mean_absolute_error: 378.1293 Epoch 958/5000 148/148 [==============================] - 0s 34us/step - loss: 95600.6406 - mean_absolute_error: 265.6786 - val_loss: 159754.9973 - val_mean_absolute_error: 378.1284 Epoch 959/5000 148/148 [==============================] - 0s 27us/step - loss: 95600.1016 - mean_absolute_error: 265.6776 - val_loss: 159754.2454 - val_mean_absolute_error: 378.1274 Epoch 960/5000 148/148 [==============================] - 0s 34us/step - loss: 95599.5781 - mean_absolute_error: 265.6767 - val_loss: 159753.4777 - val_mean_absolute_error: 378.1264 Epoch 961/5000 148/148 [==============================] - 0s 41us/step - loss: 95599.0547 - mean_absolute_error: 265.6757 - val_loss: 159752.7408 - val_mean_absolute_error: 378.1255 Epoch 962/5000 148/148 [==============================] - 0s 27us/step - loss: 95598.5156 - mean_absolute_error: 265.6747 - val_loss: 159751.9731 - val_mean_absolute_error: 378.1245 Epoch 963/5000 148/148 [==============================] - 0s 27us/step - loss: 95597.9766 - mean_absolute_error: 265.6737 - val_loss: 159751.2213 - val_mean_absolute_error: 378.1235 Epoch 964/5000 148/148 [==============================] - 0s 27us/step - loss: 95597.4609 - mean_absolute_error: 265.6727 - val_loss: 159750.4690 - val_mean_absolute_error: 378.1226 Epoch 965/5000 148/148 [==============================] - 0s 34us/step - loss: 95596.9219 - mean_absolute_error: 265.6717 - val_loss: 159749.7167 - val_mean_absolute_error: 378.1216 Epoch 966/5000 148/148 [==============================] - 0s 20us/step - loss: 95596.3906 - mean_absolute_error: 265.6707 - val_loss: 159748.9644 - val_mean_absolute_error: 378.1206 Epoch 967/5000 148/148 [==============================] - 0s 41us/step - loss: 95595.8516 - mean_absolute_error: 265.6696 - val_loss: 159748.2125 - val_mean_absolute_error: 378.1196 Epoch 968/5000 148/148 [==============================] - 0s 34us/step - loss: 95595.3359 - mean_absolute_error: 265.6686 - val_loss: 159747.4448 - val_mean_absolute_error: 378.1186 Epoch 969/5000 148/148 [==============================] - 0s 27us/step - loss: 95594.7969 - mean_absolute_error: 265.6677 - val_loss: 159746.7079 - val_mean_absolute_error: 378.1177 Epoch 970/5000 148/148 [==============================] - 0s 27us/step - loss: 95594.2734 - mean_absolute_error: 265.6667 - val_loss: 159745.9406 - val_mean_absolute_error: 378.1167 Epoch 971/5000 148/148 [==============================] - 0s 41us/step - loss: 95593.7344 - mean_absolute_error: 265.6657 - val_loss: 159745.1883 - val_mean_absolute_error: 378.1157 Epoch 972/5000 148/148 [==============================] - 0s 27us/step - loss: 95593.2031 - mean_absolute_error: 265.6646 - val_loss: 159744.4360 - val_mean_absolute_error: 378.1147 Epoch 973/5000 148/148 [==============================] - 0s 27us/step - loss: 95592.6797 - mean_absolute_error: 265.6637 - val_loss: 159743.6529 - val_mean_absolute_error: 378.1138 Epoch 974/5000 148/148 [==============================] - 0s 27us/step - loss: 95592.1406 - mean_absolute_error: 265.6627 - val_loss: 159742.9165 - val_mean_absolute_error: 378.1128 Epoch 975/5000 148/148 [==============================] - 0s 27us/step - loss: 95591.6250 - mean_absolute_error: 265.6617 - val_loss: 159742.1487 - val_mean_absolute_error: 378.1118 Epoch 976/5000 148/148 [==============================] - 0s 27us/step - loss: 95591.0781 - mean_absolute_error: 265.6607 - val_loss: 159741.4121 - val_mean_absolute_error: 378.1108 Epoch 977/5000 148/148 [==============================] - 0s 41us/step - loss: 95590.5547 - mean_absolute_error: 265.6597 - val_loss: 159740.6754 - val_mean_absolute_error: 378.1099 Epoch 978/5000 148/148 [==============================] - 0s 27us/step - loss: 95590.0234 - mean_absolute_error: 265.6586 - val_loss: 159739.9079 - val_mean_absolute_error: 378.1089 Epoch 979/5000 148/148 [==============================] - 0s 27us/step - loss: 95589.5000 - mean_absolute_error: 265.6577 - val_loss: 159739.1246 - val_mean_absolute_error: 378.1079 Epoch 980/5000 148/148 [==============================] - 0s 27us/step - loss: 95588.9609 - mean_absolute_error: 265.6566 - val_loss: 159738.3879 - val_mean_absolute_error: 378.1070 Epoch 981/5000 148/148 [==============================] - 0s 27us/step - loss: 95588.4219 - mean_absolute_error: 265.6557 - val_loss: 159737.6358 - val_mean_absolute_error: 378.1060 Epoch 982/5000 148/148 [==============================] - 0s 27us/step - loss: 95587.9062 - mean_absolute_error: 265.6547 - val_loss: 159736.8838 - val_mean_absolute_error: 378.1051 Epoch 983/5000 148/148 [==============================] - 0s 34us/step - loss: 95587.3750 - mean_absolute_error: 265.6537 - val_loss: 159736.1313 - val_mean_absolute_error: 378.1041 Epoch 984/5000 148/148 [==============================] - 0s 34us/step - loss: 95586.8281 - mean_absolute_error: 265.6527 - val_loss: 159735.3637 - val_mean_absolute_error: 378.1031 Epoch 985/5000 148/148 [==============================] - 0s 27us/step - loss: 95586.2969 - mean_absolute_error: 265.6517 - val_loss: 159734.5963 - val_mean_absolute_error: 378.1022 Epoch 986/5000 148/148 [==============================] - 0s 27us/step - loss: 95585.7734 - mean_absolute_error: 265.6507 - val_loss: 159733.8596 - val_mean_absolute_error: 378.1012 Epoch 987/5000 148/148 [==============================] - 0s 27us/step - loss: 95585.2500 - mean_absolute_error: 265.6497 - val_loss: 159733.0917 - val_mean_absolute_error: 378.1002 Epoch 988/5000 148/148 [==============================] - 0s 27us/step - loss: 95584.7109 - mean_absolute_error: 265.6487 - val_loss: 159732.3554 - val_mean_absolute_error: 378.0993 Epoch 989/5000 148/148 [==============================] - 0s 34us/step - loss: 95584.1875 - mean_absolute_error: 265.6477 - val_loss: 159731.5875 - val_mean_absolute_error: 378.0983 Epoch 990/5000 148/148 [==============================] - 0s 34us/step - loss: 95583.6641 - mean_absolute_error: 265.6467 - val_loss: 159730.8354 - val_mean_absolute_error: 378.0973 Epoch 991/5000 148/148 [==============================] - 0s 27us/step - loss: 95583.1250 - mean_absolute_error: 265.6457 - val_loss: 159730.0829 - val_mean_absolute_error: 378.0963 Epoch 992/5000 148/148 [==============================] - 0s 27us/step - loss: 95582.5859 - mean_absolute_error: 265.6447 - val_loss: 159729.3312 - val_mean_absolute_error: 378.0954 Epoch 993/5000 148/148 [==============================] - 0s 34us/step - loss: 95582.0703 - mean_absolute_error: 265.6437 - val_loss: 159728.5787 - val_mean_absolute_error: 378.0944 Epoch 994/5000 148/148 [==============================] - 0s 34us/step - loss: 95581.5391 - mean_absolute_error: 265.6427 - val_loss: 159727.8112 - val_mean_absolute_error: 378.0933 Epoch 995/5000 148/148 [==============================] - 0s 41us/step - loss: 95581.0000 - mean_absolute_error: 265.6417 - val_loss: 159727.0746 - val_mean_absolute_error: 378.0924 Epoch 996/5000 148/148 [==============================] - 0s 27us/step - loss: 95580.4766 - mean_absolute_error: 265.6407 - val_loss: 159726.3071 - val_mean_absolute_error: 378.0914 Epoch 997/5000 148/148 [==============================] - 0s 34us/step - loss: 95579.9375 - mean_absolute_error: 265.6397 - val_loss: 159725.5700 - val_mean_absolute_error: 378.0905 Epoch 998/5000 148/148 [==============================] - 0s 34us/step - loss: 95579.4062 - mean_absolute_error: 265.6387 - val_loss: 159724.7717 - val_mean_absolute_error: 378.0895 Epoch 999/5000 148/148 [==============================] - 0s 27us/step - loss: 95578.8750 - mean_absolute_error: 265.6377 - val_loss: 159724.0658 - val_mean_absolute_error: 378.0885 Epoch 1000/5000 148/148 [==============================] - 0s 41us/step - loss: 95578.3594 - mean_absolute_error: 265.6367 - val_loss: 159723.2829 - val_mean_absolute_error: 378.0875 Epoch 1001/5000 148/148 [==============================] - 0s 27us/step - loss: 95577.8203 - mean_absolute_error: 265.6357 - val_loss: 159722.5152 - val_mean_absolute_error: 378.0866 Epoch 1002/5000 148/148 [==============================] - 0s 34us/step - loss: 95577.2891 - mean_absolute_error: 265.6347 - val_loss: 159721.7787 - val_mean_absolute_error: 378.0856 Epoch 1003/5000 148/148 [==============================] - 0s 34us/step - loss: 95576.7656 - mean_absolute_error: 265.6337 - val_loss: 159721.0265 - val_mean_absolute_error: 378.0846 Epoch 1004/5000 148/148 [==============================] - 0s 34us/step - loss: 95576.2344 - mean_absolute_error: 265.6327 - val_loss: 159720.2588 - val_mean_absolute_error: 378.0837 Epoch 1005/5000 148/148 [==============================] - 0s 34us/step - loss: 95575.6953 - mean_absolute_error: 265.6317 - val_loss: 159719.5219 - val_mean_absolute_error: 378.0827 Epoch 1006/5000 148/148 [==============================] - 0s 41us/step - loss: 95575.1641 - mean_absolute_error: 265.6307 - val_loss: 159718.7546 - val_mean_absolute_error: 378.0817 Epoch 1007/5000 148/148 [==============================] - 0s 34us/step - loss: 95574.6406 - mean_absolute_error: 265.6297 - val_loss: 159717.9869 - val_mean_absolute_error: 378.0808 Epoch 1008/5000 148/148 [==============================] - 0s 27us/step - loss: 95574.1094 - mean_absolute_error: 265.6287 - val_loss: 159717.2500 - val_mean_absolute_error: 378.0798 Epoch 1009/5000 148/148 [==============================] - 0s 34us/step - loss: 95573.5781 - mean_absolute_error: 265.6277 - val_loss: 159716.4823 - val_mean_absolute_error: 378.0788 Epoch 1010/5000 148/148 [==============================] - 0s 27us/step - loss: 95573.0391 - mean_absolute_error: 265.6268 - val_loss: 159715.7458 - val_mean_absolute_error: 378.0778 Epoch 1011/5000 148/148 [==============================] - 0s 34us/step - loss: 95572.5156 - mean_absolute_error: 265.6257 - val_loss: 159714.9781 - val_mean_absolute_error: 378.0769 Epoch 1012/5000 148/148 [==============================] - 0s 27us/step - loss: 95571.9766 - mean_absolute_error: 265.6247 - val_loss: 159714.2258 - val_mean_absolute_error: 378.0759 Epoch 1013/5000 148/148 [==============================] - 0s 34us/step - loss: 95571.4453 - mean_absolute_error: 265.6237 - val_loss: 159713.4894 - val_mean_absolute_error: 378.0749 Epoch 1014/5000 148/148 [==============================] - 0s 34us/step - loss: 95570.9219 - mean_absolute_error: 265.6227 - val_loss: 159712.7217 - val_mean_absolute_error: 378.0739 Epoch 1015/5000 148/148 [==============================] - 0s 20us/step - loss: 95570.3828 - mean_absolute_error: 265.6218 - val_loss: 159711.9542 - val_mean_absolute_error: 378.0729 Epoch 1016/5000 148/148 [==============================] - 0s 34us/step - loss: 95569.8672 - mean_absolute_error: 265.6207 - val_loss: 159711.2171 - val_mean_absolute_error: 378.0719 Epoch 1017/5000 148/148 [==============================] - 0s 27us/step - loss: 95569.3281 - mean_absolute_error: 265.6197 - val_loss: 159710.4500 - val_mean_absolute_error: 378.0710 Epoch 1018/5000 148/148 [==============================] - 0s 27us/step - loss: 95568.8125 - mean_absolute_error: 265.6187 - val_loss: 159709.6975 - val_mean_absolute_error: 378.0700 Epoch 1019/5000 148/148 [==============================] - 0s 34us/step - loss: 95568.2734 - mean_absolute_error: 265.6177 - val_loss: 159708.9454 - val_mean_absolute_error: 378.0690 Epoch 1020/5000 148/148 [==============================] - 0s 27us/step - loss: 95567.7266 - mean_absolute_error: 265.6167 - val_loss: 159708.1933 - val_mean_absolute_error: 378.0681 Epoch 1021/5000 148/148 [==============================] - 0s 34us/step - loss: 95567.2188 - mean_absolute_error: 265.6158 - val_loss: 159707.4413 - val_mean_absolute_error: 378.0671 Epoch 1022/5000 148/148 [==============================] - 0s 27us/step - loss: 95566.6797 - mean_absolute_error: 265.6147 - val_loss: 159706.6888 - val_mean_absolute_error: 378.0661 Epoch 1023/5000 148/148 [==============================] - 0s 27us/step - loss: 95566.1484 - mean_absolute_error: 265.6137 - val_loss: 159705.9058 - val_mean_absolute_error: 378.0651 Epoch 1024/5000 148/148 [==============================] - 0s 27us/step - loss: 95565.6094 - mean_absolute_error: 265.6127 - val_loss: 159705.1848 - val_mean_absolute_error: 378.0642 Epoch 1025/5000 148/148 [==============================] - 0s 34us/step - loss: 95565.0938 - mean_absolute_error: 265.6117 - val_loss: 159704.4171 - val_mean_absolute_error: 378.0632 Epoch 1026/5000 148/148 [==============================] - 0s 27us/step - loss: 95564.5625 - mean_absolute_error: 265.6107 - val_loss: 159703.6340 - val_mean_absolute_error: 378.0623 Epoch 1027/5000 148/148 [==============================] - 0s 34us/step - loss: 95564.0234 - mean_absolute_error: 265.6097 - val_loss: 159702.8971 - val_mean_absolute_error: 378.0613 Epoch 1028/5000 148/148 [==============================] - 0s 34us/step - loss: 95563.4922 - mean_absolute_error: 265.6087 - val_loss: 159702.1606 - val_mean_absolute_error: 378.0604 Epoch 1029/5000 148/148 [==============================] - 0s 41us/step - loss: 95562.9688 - mean_absolute_error: 265.6078 - val_loss: 159701.4083 - val_mean_absolute_error: 378.0594 Epoch 1030/5000 148/148 [==============================] - 0s 27us/step - loss: 95562.4453 - mean_absolute_error: 265.6068 - val_loss: 159700.6406 - val_mean_absolute_error: 378.0584 Epoch 1031/5000 148/148 [==============================] - 0s 34us/step - loss: 95561.8984 - mean_absolute_error: 265.6058 - val_loss: 159699.8888 - val_mean_absolute_error: 378.0575 Epoch 1032/5000 148/148 [==============================] - 0s 34us/step - loss: 95561.3828 - mean_absolute_error: 265.6048 - val_loss: 159699.1519 - val_mean_absolute_error: 378.0565 Epoch 1033/5000 148/148 [==============================] - 0s 27us/step - loss: 95560.8516 - mean_absolute_error: 265.6038 - val_loss: 159698.3687 - val_mean_absolute_error: 378.0555 Epoch 1034/5000 148/148 [==============================] - 0s 41us/step - loss: 95560.3125 - mean_absolute_error: 265.6028 - val_loss: 159697.6010 - val_mean_absolute_error: 378.0545 Epoch 1035/5000 148/148 [==============================] - 0s 27us/step - loss: 95559.7812 - mean_absolute_error: 265.6018 - val_loss: 159696.8954 - val_mean_absolute_error: 378.0536 Epoch 1036/5000 148/148 [==============================] - 0s 27us/step - loss: 95559.2500 - mean_absolute_error: 265.6008 - val_loss: 159696.0969 - val_mean_absolute_error: 378.0526 Epoch 1037/5000 148/148 [==============================] - 0s 27us/step - loss: 95558.7266 - mean_absolute_error: 265.5998 - val_loss: 159695.3446 - val_mean_absolute_error: 378.0516 Epoch 1038/5000 148/148 [==============================] - 0s 34us/step - loss: 95558.1875 - mean_absolute_error: 265.5988 - val_loss: 159694.6081 - val_mean_absolute_error: 378.0507 Epoch 1039/5000 148/148 [==============================] - 0s 27us/step - loss: 95557.6719 - mean_absolute_error: 265.5978 - val_loss: 159693.8404 - val_mean_absolute_error: 378.0496 Epoch 1040/5000 148/148 [==============================] - 0s 34us/step - loss: 95557.1328 - mean_absolute_error: 265.5968 - val_loss: 159693.0883 - val_mean_absolute_error: 378.0486 Epoch 1041/5000 148/148 [==============================] - 0s 34us/step - loss: 95556.5938 - mean_absolute_error: 265.5958 - val_loss: 159692.3358 - val_mean_absolute_error: 378.0477 Epoch 1042/5000 148/148 [==============================] - 0s 27us/step - loss: 95556.0625 - mean_absolute_error: 265.5948 - val_loss: 159691.5688 - val_mean_absolute_error: 378.0468 Epoch 1043/5000 148/148 [==============================] - 0s 27us/step - loss: 95555.5469 - mean_absolute_error: 265.5938 - val_loss: 159690.8317 - val_mean_absolute_error: 378.0457 Epoch 1044/5000 148/148 [==============================] - 0s 34us/step - loss: 95555.0156 - mean_absolute_error: 265.5927 - val_loss: 159690.0642 - val_mean_absolute_error: 378.0448 Epoch 1045/5000 148/148 [==============================] - 0s 34us/step - loss: 95554.4766 - mean_absolute_error: 265.5917 - val_loss: 159689.3121 - val_mean_absolute_error: 378.0438 Epoch 1046/5000 148/148 [==============================] - 0s 27us/step - loss: 95553.9609 - mean_absolute_error: 265.5908 - val_loss: 159688.5600 - val_mean_absolute_error: 378.0428 Epoch 1047/5000 148/148 [==============================] - 0s 34us/step - loss: 95553.4219 - mean_absolute_error: 265.5898 - val_loss: 159687.8075 - val_mean_absolute_error: 378.0419 Epoch 1048/5000 148/148 [==============================] - 0s 27us/step - loss: 95552.8906 - mean_absolute_error: 265.5888 - val_loss: 159687.0400 - val_mean_absolute_error: 378.0409 Epoch 1049/5000 148/148 [==============================] - 0s 34us/step - loss: 95552.3516 - mean_absolute_error: 265.5878 - val_loss: 159686.3033 - val_mean_absolute_error: 378.0399 Epoch 1050/5000 148/148 [==============================] - 0s 41us/step - loss: 95551.8281 - mean_absolute_error: 265.5868 - val_loss: 159685.5358 - val_mean_absolute_error: 378.0389 Epoch 1051/5000 148/148 [==============================] - 0s 27us/step - loss: 95551.3047 - mean_absolute_error: 265.5858 - val_loss: 159684.7833 - val_mean_absolute_error: 378.0380 Epoch 1052/5000 148/148 [==============================] - 0s 27us/step - loss: 95550.7656 - mean_absolute_error: 265.5848 - val_loss: 159684.0471 - val_mean_absolute_error: 378.0370 Epoch 1053/5000 148/148 [==============================] - 0s 27us/step - loss: 95550.2500 - mean_absolute_error: 265.5838 - val_loss: 159683.2792 - val_mean_absolute_error: 378.0361 Epoch 1054/5000 148/148 [==============================] - 0s 34us/step - loss: 95549.7109 - mean_absolute_error: 265.5828 - val_loss: 159682.5271 - val_mean_absolute_error: 378.0351 Epoch 1055/5000 148/148 [==============================] - 0s 34us/step - loss: 95549.1719 - mean_absolute_error: 265.5818 - val_loss: 159681.7592 - val_mean_absolute_error: 378.0341 Epoch 1056/5000 148/148 [==============================] - 0s 27us/step - loss: 95548.6406 - mean_absolute_error: 265.5807 - val_loss: 159681.0075 - val_mean_absolute_error: 378.0331 Epoch 1057/5000 148/148 [==============================] - 0s 27us/step - loss: 95548.1250 - mean_absolute_error: 265.5798 - val_loss: 159680.2550 - val_mean_absolute_error: 378.0322 Epoch 1058/5000 148/148 [==============================] - 0s 20us/step - loss: 95547.5859 - mean_absolute_error: 265.5788 - val_loss: 159679.4875 - val_mean_absolute_error: 378.0312 Epoch 1059/5000 148/148 [==============================] - 0s 34us/step - loss: 95547.0547 - mean_absolute_error: 265.5778 - val_loss: 159678.7352 - val_mean_absolute_error: 378.0301 Epoch 1060/5000 148/148 [==============================] - 0s 20us/step - loss: 95546.5234 - mean_absolute_error: 265.5768 - val_loss: 159677.9987 - val_mean_absolute_error: 378.0292 Epoch 1061/5000 148/148 [==============================] - 0s 34us/step - loss: 95546.0000 - mean_absolute_error: 265.5758 - val_loss: 159677.2310 - val_mean_absolute_error: 378.0282 Epoch 1062/5000 148/148 [==============================] - 0s 34us/step - loss: 95545.4688 - mean_absolute_error: 265.5748 - val_loss: 159676.4788 - val_mean_absolute_error: 378.0272 Epoch 1063/5000 148/148 [==============================] - 0s 27us/step - loss: 95544.9297 - mean_absolute_error: 265.5738 - val_loss: 159675.7269 - val_mean_absolute_error: 378.0263 Epoch 1064/5000 148/148 [==============================] - 0s 34us/step - loss: 95544.4062 - mean_absolute_error: 265.5728 - val_loss: 159674.9592 - val_mean_absolute_error: 378.0253 Epoch 1065/5000 148/148 [==============================] - 0s 34us/step - loss: 95543.8750 - mean_absolute_error: 265.5718 - val_loss: 159674.2223 - val_mean_absolute_error: 378.0243 Epoch 1066/5000 148/148 [==============================] - 0s 27us/step - loss: 95543.3359 - mean_absolute_error: 265.5708 - val_loss: 159673.4546 - val_mean_absolute_error: 378.0234 Epoch 1067/5000 148/148 [==============================] - 0s 41us/step - loss: 95542.8047 - mean_absolute_error: 265.5698 - val_loss: 159672.7027 - val_mean_absolute_error: 378.0224 Epoch 1068/5000 148/148 [==============================] - 0s 27us/step - loss: 95542.2891 - mean_absolute_error: 265.5688 - val_loss: 159671.9504 - val_mean_absolute_error: 378.0214 Epoch 1069/5000 148/148 [==============================] - 0s 27us/step - loss: 95541.7500 - mean_absolute_error: 265.5678 - val_loss: 159671.1981 - val_mean_absolute_error: 378.0205 Epoch 1070/5000 148/148 [==============================] - 0s 34us/step - loss: 95541.2266 - mean_absolute_error: 265.5668 - val_loss: 159670.4463 - val_mean_absolute_error: 378.0195 Epoch 1071/5000 148/148 [==============================] - 0s 34us/step - loss: 95540.6953 - mean_absolute_error: 265.5658 - val_loss: 159669.6940 - val_mean_absolute_error: 378.0185 Epoch 1072/5000 148/148 [==============================] - 0s 20us/step - loss: 95540.1719 - mean_absolute_error: 265.5648 - val_loss: 159668.9262 - val_mean_absolute_error: 378.0176 Epoch 1073/5000 148/148 [==============================] - 0s 34us/step - loss: 95539.6250 - mean_absolute_error: 265.5638 - val_loss: 159668.1742 - val_mean_absolute_error: 378.0167 Epoch 1074/5000 148/148 [==============================] - 0s 34us/step - loss: 95539.0938 - mean_absolute_error: 265.5628 - val_loss: 159667.4221 - val_mean_absolute_error: 378.0157 Epoch 1075/5000 148/148 [==============================] - 0s 34us/step - loss: 95538.5781 - mean_absolute_error: 265.5618 - val_loss: 159666.6700 - val_mean_absolute_error: 378.0147 Epoch 1076/5000 148/148 [==============================] - 0s 27us/step - loss: 95538.0391 - mean_absolute_error: 265.5609 - val_loss: 159665.9175 - val_mean_absolute_error: 378.0137 Epoch 1077/5000 148/148 [==============================] - 0s 27us/step - loss: 95537.5078 - mean_absolute_error: 265.5599 - val_loss: 159665.1658 - val_mean_absolute_error: 378.0127 Epoch 1078/5000 148/148 [==============================] - 0s 34us/step - loss: 95536.9844 - mean_absolute_error: 265.5589 - val_loss: 159664.3979 - val_mean_absolute_error: 378.0118 Epoch 1079/5000 148/148 [==============================] - 0s 27us/step - loss: 95536.4531 - mean_absolute_error: 265.5578 - val_loss: 159663.6613 - val_mean_absolute_error: 378.0108 Epoch 1080/5000 148/148 [==============================] - 0s 27us/step - loss: 95535.9219 - mean_absolute_error: 265.5568 - val_loss: 159662.8935 - val_mean_absolute_error: 378.0098 Epoch 1081/5000 148/148 [==============================] - 0s 34us/step - loss: 95535.3750 - mean_absolute_error: 265.5558 - val_loss: 159662.1571 - val_mean_absolute_error: 378.0089 Epoch 1082/5000 148/148 [==============================] - 0s 27us/step - loss: 95534.8594 - mean_absolute_error: 265.5549 - val_loss: 159661.3894 - val_mean_absolute_error: 378.0079 Epoch 1083/5000 148/148 [==============================] - 0s 41us/step - loss: 95534.3281 - mean_absolute_error: 265.5539 - val_loss: 159660.6371 - val_mean_absolute_error: 378.0069 Epoch 1084/5000 148/148 [==============================] - 0s 27us/step - loss: 95533.7969 - mean_absolute_error: 265.5528 - val_loss: 159659.8852 - val_mean_absolute_error: 378.0059 Epoch 1085/5000 148/148 [==============================] - 0s 41us/step - loss: 95533.2734 - mean_absolute_error: 265.5518 - val_loss: 159659.1329 - val_mean_absolute_error: 378.0049 Epoch 1086/5000 148/148 [==============================] - 0s 27us/step - loss: 95532.7422 - mean_absolute_error: 265.5508 - val_loss: 159658.3806 - val_mean_absolute_error: 378.0040 Epoch 1087/5000 148/148 [==============================] - 0s 34us/step - loss: 95532.2109 - mean_absolute_error: 265.5499 - val_loss: 159657.5975 - val_mean_absolute_error: 378.0030 Epoch 1088/5000 148/148 [==============================] - 0s 34us/step - loss: 95531.6719 - mean_absolute_error: 265.5488 - val_loss: 159656.8765 - val_mean_absolute_error: 378.0020 Epoch 1089/5000 148/148 [==============================] - 0s 27us/step - loss: 95531.1562 - mean_absolute_error: 265.5478 - val_loss: 159656.0779 - val_mean_absolute_error: 378.0010 Epoch 1090/5000 148/148 [==============================] - 0s 34us/step - loss: 95530.6250 - mean_absolute_error: 265.5468 - val_loss: 159655.3410 - val_mean_absolute_error: 378.0000 Epoch 1091/5000 148/148 [==============================] - 0s 34us/step - loss: 95530.0859 - mean_absolute_error: 265.5458 - val_loss: 159654.6046 - val_mean_absolute_error: 377.9991 Epoch 1092/5000 148/148 [==============================] - 0s 27us/step - loss: 95529.5703 - mean_absolute_error: 265.5448 - val_loss: 159653.8369 - val_mean_absolute_error: 377.9981 Epoch 1093/5000 148/148 [==============================] - 0s 34us/step - loss: 95529.0234 - mean_absolute_error: 265.5439 - val_loss: 159653.0846 - val_mean_absolute_error: 377.9971 Epoch 1094/5000 148/148 [==============================] - 0s 27us/step - loss: 95528.5000 - mean_absolute_error: 265.5429 - val_loss: 159652.3171 - val_mean_absolute_error: 377.9962 Epoch 1095/5000 148/148 [==============================] - 0s 41us/step - loss: 95527.9609 - mean_absolute_error: 265.5418 - val_loss: 159651.5804 - val_mean_absolute_error: 377.9952 Epoch 1096/5000 148/148 [==============================] - 0s 27us/step - loss: 95527.4453 - mean_absolute_error: 265.5409 - val_loss: 159650.8129 - val_mean_absolute_error: 377.9942 Epoch 1097/5000 148/148 [==============================] - 0s 27us/step - loss: 95526.8984 - mean_absolute_error: 265.5399 - val_loss: 159650.0604 - val_mean_absolute_error: 377.9933 Epoch 1098/5000 148/148 [==============================] - 0s 34us/step - loss: 95526.3750 - mean_absolute_error: 265.5389 - val_loss: 159649.3083 - val_mean_absolute_error: 377.9923 Epoch 1099/5000 148/148 [==============================] - 0s 34us/step - loss: 95525.8359 - mean_absolute_error: 265.5379 - val_loss: 159648.5562 - val_mean_absolute_error: 377.9914 Epoch 1100/5000 148/148 [==============================] - 0s 34us/step - loss: 95525.3203 - mean_absolute_error: 265.5369 - val_loss: 159647.8042 - val_mean_absolute_error: 377.9903 Epoch 1101/5000 148/148 [==============================] - 0s 34us/step - loss: 95524.7812 - mean_absolute_error: 265.5358 - val_loss: 159647.0519 - val_mean_absolute_error: 377.9894 Epoch 1102/5000 148/148 [==============================] - 0s 27us/step - loss: 95524.2422 - mean_absolute_error: 265.5349 - val_loss: 159646.2846 - val_mean_absolute_error: 377.9884 Epoch 1103/5000 148/148 [==============================] - 0s 34us/step - loss: 95523.7266 - mean_absolute_error: 265.5339 - val_loss: 159645.5477 - val_mean_absolute_error: 377.9875 Epoch 1104/5000 148/148 [==============================] - 0s 27us/step - loss: 95523.1875 - mean_absolute_error: 265.5329 - val_loss: 159644.7800 - val_mean_absolute_error: 377.9864 Epoch 1105/5000 148/148 [==============================] - 0s 34us/step - loss: 95522.6641 - mean_absolute_error: 265.5318 - val_loss: 159644.0277 - val_mean_absolute_error: 377.9855 Epoch 1106/5000 148/148 [==============================] - 0s 41us/step - loss: 95522.1172 - mean_absolute_error: 265.5309 - val_loss: 159643.2758 - val_mean_absolute_error: 377.9845 Epoch 1107/5000 148/148 [==============================] - 0s 27us/step - loss: 95521.6094 - mean_absolute_error: 265.5298 - val_loss: 159642.5235 - val_mean_absolute_error: 377.9835 Epoch 1108/5000 148/148 [==============================] - 0s 34us/step - loss: 95521.0703 - mean_absolute_error: 265.5289 - val_loss: 159641.7558 - val_mean_absolute_error: 377.9826 Epoch 1109/5000 148/148 [==============================] - 0s 27us/step - loss: 95520.5312 - mean_absolute_error: 265.5279 - val_loss: 159641.0348 - val_mean_absolute_error: 377.9816 Epoch 1110/5000 148/148 [==============================] - 0s 34us/step - loss: 95520.0234 - mean_absolute_error: 265.5269 - val_loss: 159640.2517 - val_mean_absolute_error: 377.9806 Epoch 1111/5000 148/148 [==============================] - 0s 27us/step - loss: 95519.4844 - mean_absolute_error: 265.5258 - val_loss: 159639.4994 - val_mean_absolute_error: 377.9797 Epoch 1112/5000 148/148 [==============================] - 0s 34us/step - loss: 95518.9453 - mean_absolute_error: 265.5248 - val_loss: 159638.7317 - val_mean_absolute_error: 377.9787 Epoch 1113/5000 148/148 [==============================] - 0s 27us/step - loss: 95518.4219 - mean_absolute_error: 265.5239 - val_loss: 159637.9952 - val_mean_absolute_error: 377.9777 Epoch 1114/5000 148/148 [==============================] - 0s 27us/step - loss: 95517.8984 - mean_absolute_error: 265.5229 - val_loss: 159637.2429 - val_mean_absolute_error: 377.9768 Epoch 1115/5000 148/148 [==============================] - 0s 34us/step - loss: 95517.3672 - mean_absolute_error: 265.5219 - val_loss: 159636.4754 - val_mean_absolute_error: 377.9758 Epoch 1116/5000 148/148 [==============================] - 0s 27us/step - loss: 95516.8281 - mean_absolute_error: 265.5209 - val_loss: 159635.7233 - val_mean_absolute_error: 377.9748 Epoch 1117/5000 148/148 [==============================] - 0s 34us/step - loss: 95516.3047 - mean_absolute_error: 265.5199 - val_loss: 159634.9867 - val_mean_absolute_error: 377.9739 Epoch 1118/5000 148/148 [==============================] - 0s 34us/step - loss: 95515.7734 - mean_absolute_error: 265.5189 - val_loss: 159634.2188 - val_mean_absolute_error: 377.9729 Epoch 1119/5000 148/148 [==============================] - 0s 34us/step - loss: 95515.2344 - mean_absolute_error: 265.5179 - val_loss: 159633.4358 - val_mean_absolute_error: 377.9719 Epoch 1120/5000 148/148 [==============================] - 0s 27us/step - loss: 95514.7031 - mean_absolute_error: 265.5169 - val_loss: 159632.7146 - val_mean_absolute_error: 377.9710 Epoch 1121/5000 148/148 [==============================] - 0s 34us/step - loss: 95514.1875 - mean_absolute_error: 265.5159 - val_loss: 159631.9625 - val_mean_absolute_error: 377.9700 Epoch 1122/5000 148/148 [==============================] - 0s 27us/step - loss: 95513.6484 - mean_absolute_error: 265.5150 - val_loss: 159631.1946 - val_mean_absolute_error: 377.9690 Epoch 1123/5000 148/148 [==============================] - 0s 27us/step - loss: 95513.1172 - mean_absolute_error: 265.5139 - val_loss: 159630.4275 - val_mean_absolute_error: 377.9680 Epoch 1124/5000 148/148 [==============================] - 0s 41us/step - loss: 95512.5938 - mean_absolute_error: 265.5129 - val_loss: 159629.6750 - val_mean_absolute_error: 377.9670 Epoch 1125/5000 148/148 [==============================] - 0s 27us/step - loss: 95512.0703 - mean_absolute_error: 265.5119 - val_loss: 159628.9229 - val_mean_absolute_error: 377.9661 Epoch 1126/5000 148/148 [==============================] - 0s 34us/step - loss: 95511.5312 - mean_absolute_error: 265.5109 - val_loss: 159628.1704 - val_mean_absolute_error: 377.9651 Epoch 1127/5000 148/148 [==============================] - 0s 34us/step - loss: 95510.9844 - mean_absolute_error: 265.5099 - val_loss: 159627.4342 - val_mean_absolute_error: 377.9642 Epoch 1128/5000 148/148 [==============================] - 0s 27us/step - loss: 95510.4766 - mean_absolute_error: 265.5089 - val_loss: 159626.6817 - val_mean_absolute_error: 377.9631 Epoch 1129/5000 148/148 [==============================] - 0s 27us/step - loss: 95509.9375 - mean_absolute_error: 265.5079 - val_loss: 159625.8987 - val_mean_absolute_error: 377.9622 Epoch 1130/5000 148/148 [==============================] - 0s 27us/step - loss: 95509.3984 - mean_absolute_error: 265.5069 - val_loss: 159625.1775 - val_mean_absolute_error: 377.9612 Epoch 1131/5000 148/148 [==============================] - 0s 27us/step - loss: 95508.8750 - mean_absolute_error: 265.5059 - val_loss: 159624.3946 - val_mean_absolute_error: 377.9602 Epoch 1132/5000 148/148 [==============================] - 0s 27us/step - loss: 95508.3516 - mean_absolute_error: 265.5049 - val_loss: 159623.6421 - val_mean_absolute_error: 377.9592 Epoch 1133/5000 148/148 [==============================] - 0s 34us/step - loss: 95507.8203 - mean_absolute_error: 265.5039 - val_loss: 159622.8746 - val_mean_absolute_error: 377.9583 Epoch 1134/5000 148/148 [==============================] - 0s 34us/step - loss: 95507.2812 - mean_absolute_error: 265.5029 - val_loss: 159622.1381 - val_mean_absolute_error: 377.9573 Epoch 1135/5000 148/148 [==============================] - 0s 34us/step - loss: 95506.7656 - mean_absolute_error: 265.5019 - val_loss: 159621.3704 - val_mean_absolute_error: 377.9563 Epoch 1136/5000 148/148 [==============================] - 0s 27us/step - loss: 95506.2266 - mean_absolute_error: 265.5009 - val_loss: 159620.6335 - val_mean_absolute_error: 377.9554 Epoch 1137/5000 148/148 [==============================] - 0s 27us/step - loss: 95505.6953 - mean_absolute_error: 265.4999 - val_loss: 159619.8662 - val_mean_absolute_error: 377.9544 Epoch 1138/5000 148/148 [==============================] - 0s 27us/step - loss: 95505.1719 - mean_absolute_error: 265.4989 - val_loss: 159619.1140 - val_mean_absolute_error: 377.9534 Epoch 1139/5000 148/148 [==============================] - 0s 27us/step - loss: 95504.6328 - mean_absolute_error: 265.4980 - val_loss: 159618.3617 - val_mean_absolute_error: 377.9525 Epoch 1140/5000 148/148 [==============================] - 0s 34us/step - loss: 95504.1016 - mean_absolute_error: 265.4969 - val_loss: 159617.6096 - val_mean_absolute_error: 377.9515 Epoch 1141/5000 148/148 [==============================] - 0s 34us/step - loss: 95503.5781 - mean_absolute_error: 265.4959 - val_loss: 159616.8575 - val_mean_absolute_error: 377.9505 Epoch 1142/5000 148/148 [==============================] - 0s 34us/step - loss: 95503.0547 - mean_absolute_error: 265.4949 - val_loss: 159616.1052 - val_mean_absolute_error: 377.9496 Epoch 1143/5000 148/148 [==============================] - 0s 27us/step - loss: 95502.5156 - mean_absolute_error: 265.4940 - val_loss: 159615.3529 - val_mean_absolute_error: 377.9486 Epoch 1144/5000 148/148 [==============================] - 0s 27us/step - loss: 95501.9844 - mean_absolute_error: 265.4930 - val_loss: 159614.5856 - val_mean_absolute_error: 377.9477 Epoch 1145/5000 148/148 [==============================] - 0s 34us/step - loss: 95501.4688 - mean_absolute_error: 265.4919 - val_loss: 159613.8488 - val_mean_absolute_error: 377.9466 Epoch 1146/5000 148/148 [==============================] - 0s 34us/step - loss: 95500.9297 - mean_absolute_error: 265.4909 - val_loss: 159613.0812 - val_mean_absolute_error: 377.9457 Epoch 1147/5000 148/148 [==============================] - 0s 27us/step - loss: 95500.3906 - mean_absolute_error: 265.4899 - val_loss: 159612.3133 - val_mean_absolute_error: 377.9447 Epoch 1148/5000 148/148 [==============================] - 0s 41us/step - loss: 95499.8516 - mean_absolute_error: 265.4890 - val_loss: 159611.5771 - val_mean_absolute_error: 377.9437 Epoch 1149/5000 148/148 [==============================] - 0s 27us/step - loss: 95499.3438 - mean_absolute_error: 265.4879 - val_loss: 159610.8246 - val_mean_absolute_error: 377.9427 Epoch 1150/5000 148/148 [==============================] - 0s 34us/step - loss: 95498.8047 - mean_absolute_error: 265.4869 - val_loss: 159610.0725 - val_mean_absolute_error: 377.9417 Epoch 1151/5000 148/148 [==============================] - 0s 27us/step - loss: 95498.2734 - mean_absolute_error: 265.4859 - val_loss: 159609.3204 - val_mean_absolute_error: 377.9408 Epoch 1152/5000 148/148 [==============================] - 0s 34us/step - loss: 95497.7500 - mean_absolute_error: 265.4849 - val_loss: 159608.5529 - val_mean_absolute_error: 377.9398 Epoch 1153/5000 148/148 [==============================] - 0s 34us/step - loss: 95497.2188 - mean_absolute_error: 265.4839 - val_loss: 159607.8160 - val_mean_absolute_error: 377.9388 Epoch 1154/5000 148/148 [==============================] - 0s 27us/step - loss: 95496.6719 - mean_absolute_error: 265.4829 - val_loss: 159607.0329 - val_mean_absolute_error: 377.9379 Epoch 1155/5000 148/148 [==============================] - 0s 34us/step - loss: 95496.1562 - mean_absolute_error: 265.4819 - val_loss: 159606.2965 - val_mean_absolute_error: 377.9369 Epoch 1156/5000 148/148 [==============================] - 0s 34us/step - loss: 95495.6250 - mean_absolute_error: 265.4809 - val_loss: 159605.5442 - val_mean_absolute_error: 377.9359 Epoch 1157/5000 148/148 [==============================] - 0s 27us/step - loss: 95495.0938 - mean_absolute_error: 265.4799 - val_loss: 159604.7765 - val_mean_absolute_error: 377.9350 Epoch 1158/5000 148/148 [==============================] - 0s 34us/step - loss: 95494.5547 - mean_absolute_error: 265.4789 - val_loss: 159604.0400 - val_mean_absolute_error: 377.9340 Epoch 1159/5000 148/148 [==============================] - 0s 34us/step - loss: 95494.0391 - mean_absolute_error: 265.4779 - val_loss: 159603.2723 - val_mean_absolute_error: 377.9330 Epoch 1160/5000 148/148 [==============================] - 0s 34us/step - loss: 95493.5078 - mean_absolute_error: 265.4770 - val_loss: 159602.5200 - val_mean_absolute_error: 377.9321 Epoch 1161/5000 148/148 [==============================] - 0s 27us/step - loss: 95492.9688 - mean_absolute_error: 265.4760 - val_loss: 159601.7677 - val_mean_absolute_error: 377.9311 Epoch 1162/5000 148/148 [==============================] - 0s 34us/step - loss: 95492.4375 - mean_absolute_error: 265.4750 - val_loss: 159601.0158 - val_mean_absolute_error: 377.9301 Epoch 1163/5000 148/148 [==============================] - 0s 27us/step - loss: 95491.9219 - mean_absolute_error: 265.4740 - val_loss: 159600.2481 - val_mean_absolute_error: 377.9292 Epoch 1164/5000 148/148 [==============================] - 0s 34us/step - loss: 95491.3750 - mean_absolute_error: 265.4730 - val_loss: 159599.5113 - val_mean_absolute_error: 377.9282 Epoch 1165/5000 148/148 [==============================] - 0s 34us/step - loss: 95490.8516 - mean_absolute_error: 265.4720 - val_loss: 159598.7596 - val_mean_absolute_error: 377.9272 Epoch 1166/5000 148/148 [==============================] - 0s 34us/step - loss: 95490.3281 - mean_absolute_error: 265.4710 - val_loss: 159598.0071 - val_mean_absolute_error: 377.9263 Epoch 1167/5000 148/148 [==============================] - 0s 27us/step - loss: 95489.7969 - mean_absolute_error: 265.4700 - val_loss: 159597.2396 - val_mean_absolute_error: 377.9252 Epoch 1168/5000 148/148 [==============================] - 0s 34us/step - loss: 95489.2656 - mean_absolute_error: 265.4690 - val_loss: 159596.4717 - val_mean_absolute_error: 377.9243 Epoch 1169/5000 148/148 [==============================] - 0s 41us/step - loss: 95488.7266 - mean_absolute_error: 265.4680 - val_loss: 159595.7354 - val_mean_absolute_error: 377.9233 Epoch 1170/5000 148/148 [==============================] - 0s 27us/step - loss: 95488.2109 - mean_absolute_error: 265.4670 - val_loss: 159594.9831 - val_mean_absolute_error: 377.9223 Epoch 1171/5000 148/148 [==============================] - 0s 27us/step - loss: 95487.6719 - mean_absolute_error: 265.4660 - val_loss: 159594.2154 - val_mean_absolute_error: 377.9214 Epoch 1172/5000 148/148 [==============================] - 0s 27us/step - loss: 95487.1406 - mean_absolute_error: 265.4650 - val_loss: 159593.4944 - val_mean_absolute_error: 377.9205 Epoch 1173/5000 148/148 [==============================] - 0s 41us/step - loss: 95486.6172 - mean_absolute_error: 265.4640 - val_loss: 159592.6958 - val_mean_absolute_error: 377.9194 Epoch 1174/5000 148/148 [==============================] - 0s 34us/step - loss: 95486.0781 - mean_absolute_error: 265.4630 - val_loss: 159591.9435 - val_mean_absolute_error: 377.9184 Epoch 1175/5000 148/148 [==============================] - 0s 27us/step - loss: 95485.5547 - mean_absolute_error: 265.4620 - val_loss: 159591.1913 - val_mean_absolute_error: 377.9175 Epoch 1176/5000 148/148 [==============================] - 0s 27us/step - loss: 95485.0234 - mean_absolute_error: 265.4610 - val_loss: 159590.4394 - val_mean_absolute_error: 377.9165 Epoch 1177/5000 148/148 [==============================] - 0s 34us/step - loss: 95484.4922 - mean_absolute_error: 265.4600 - val_loss: 159589.6871 - val_mean_absolute_error: 377.9155 Epoch 1178/5000 148/148 [==============================] - 0s 34us/step - loss: 95483.9609 - mean_absolute_error: 265.4589 - val_loss: 159588.9348 - val_mean_absolute_error: 377.9145 Epoch 1179/5000 148/148 [==============================] - 0s 27us/step - loss: 95483.4297 - mean_absolute_error: 265.4579 - val_loss: 159588.1829 - val_mean_absolute_error: 377.9136 Epoch 1180/5000 148/148 [==============================] - 0s 34us/step - loss: 95482.9062 - mean_absolute_error: 265.4570 - val_loss: 159587.4306 - val_mean_absolute_error: 377.9126 Epoch 1181/5000 148/148 [==============================] - 0s 27us/step - loss: 95482.3750 - mean_absolute_error: 265.4560 - val_loss: 159586.6783 - val_mean_absolute_error: 377.9117 Epoch 1182/5000 148/148 [==============================] - 0s 20us/step - loss: 95481.8359 - mean_absolute_error: 265.4550 - val_loss: 159585.9108 - val_mean_absolute_error: 377.9107 Epoch 1183/5000 148/148 [==============================] - 0s 34us/step - loss: 95481.3125 - mean_absolute_error: 265.4540 - val_loss: 159585.1896 - val_mean_absolute_error: 377.9097 Epoch 1184/5000 148/148 [==============================] - 0s 27us/step - loss: 95480.7891 - mean_absolute_error: 265.4530 - val_loss: 159584.4067 - val_mean_absolute_error: 377.9087 Epoch 1185/5000 148/148 [==============================] - 0s 34us/step - loss: 95480.2500 - mean_absolute_error: 265.4520 - val_loss: 159583.6542 - val_mean_absolute_error: 377.9078 Epoch 1186/5000 148/148 [==============================] - 0s 27us/step - loss: 95479.7188 - mean_absolute_error: 265.4510 - val_loss: 159582.9025 - val_mean_absolute_error: 377.9068 Epoch 1187/5000 148/148 [==============================] - 0s 34us/step - loss: 95479.2031 - mean_absolute_error: 265.4500 - val_loss: 159582.1500 - val_mean_absolute_error: 377.9058 Epoch 1188/5000 148/148 [==============================] - 0s 27us/step - loss: 95478.6641 - mean_absolute_error: 265.4490 - val_loss: 159581.3979 - val_mean_absolute_error: 377.9049 Epoch 1189/5000 148/148 [==============================] - 0s 34us/step - loss: 95478.1250 - mean_absolute_error: 265.4481 - val_loss: 159580.6302 - val_mean_absolute_error: 377.9039 Epoch 1190/5000 148/148 [==============================] - 0s 27us/step - loss: 95477.6016 - mean_absolute_error: 265.4470 - val_loss: 159579.8783 - val_mean_absolute_error: 377.9029 Epoch 1191/5000 148/148 [==============================] - 0s 34us/step - loss: 95477.0781 - mean_absolute_error: 265.4460 - val_loss: 159579.1415 - val_mean_absolute_error: 377.9020 Epoch 1192/5000 148/148 [==============================] - 0s 34us/step - loss: 95476.5469 - mean_absolute_error: 265.4450 - val_loss: 159578.3737 - val_mean_absolute_error: 377.9010 Epoch 1193/5000 148/148 [==============================] - 0s 27us/step - loss: 95476.0078 - mean_absolute_error: 265.4440 - val_loss: 159577.6219 - val_mean_absolute_error: 377.9000 Epoch 1194/5000 148/148 [==============================] - 0s 27us/step - loss: 95475.4922 - mean_absolute_error: 265.4430 - val_loss: 159576.8696 - val_mean_absolute_error: 377.8990 Epoch 1195/5000 148/148 [==============================] - 0s 41us/step - loss: 95474.9609 - mean_absolute_error: 265.4420 - val_loss: 159576.1173 - val_mean_absolute_error: 377.8980 Epoch 1196/5000 148/148 [==============================] - 0s 27us/step - loss: 95474.4219 - mean_absolute_error: 265.4410 - val_loss: 159575.3496 - val_mean_absolute_error: 377.8970 Epoch 1197/5000 148/148 [==============================] - 0s 34us/step - loss: 95473.8828 - mean_absolute_error: 265.4400 - val_loss: 159574.6131 - val_mean_absolute_error: 377.8961 Epoch 1198/5000 148/148 [==============================] - 0s 34us/step - loss: 95473.3672 - mean_absolute_error: 265.4390 - val_loss: 159573.8454 - val_mean_absolute_error: 377.8951 Epoch 1199/5000 148/148 [==============================] - 0s 27us/step - loss: 95472.8281 - mean_absolute_error: 265.4380 - val_loss: 159573.0933 - val_mean_absolute_error: 377.8941 Epoch 1200/5000 148/148 [==============================] - 0s 34us/step - loss: 95472.2969 - mean_absolute_error: 265.4370 - val_loss: 159572.3412 - val_mean_absolute_error: 377.8931 Epoch 1201/5000 148/148 [==============================] - 0s 27us/step - loss: 95471.7734 - mean_absolute_error: 265.4360 - val_loss: 159571.5892 - val_mean_absolute_error: 377.8922 Epoch 1202/5000 148/148 [==============================] - 0s 27us/step - loss: 95471.2422 - mean_absolute_error: 265.4350 - val_loss: 159570.8367 - val_mean_absolute_error: 377.8912 Epoch 1203/5000 148/148 [==============================] - 0s 34us/step - loss: 95470.7109 - mean_absolute_error: 265.4340 - val_loss: 159570.0692 - val_mean_absolute_error: 377.8902 Epoch 1204/5000 148/148 [==============================] - 0s 27us/step - loss: 95470.1797 - mean_absolute_error: 265.4330 - val_loss: 159569.3017 - val_mean_absolute_error: 377.8893 Epoch 1205/5000 148/148 [==============================] - 0s 34us/step - loss: 95469.6562 - mean_absolute_error: 265.4320 - val_loss: 159568.5804 - val_mean_absolute_error: 377.8883 Epoch 1206/5000 148/148 [==============================] - 0s 34us/step - loss: 95469.1250 - mean_absolute_error: 265.4310 - val_loss: 159567.8127 - val_mean_absolute_error: 377.8874 Epoch 1207/5000 148/148 [==============================] - 0s 34us/step - loss: 95468.5859 - mean_absolute_error: 265.4301 - val_loss: 159567.0763 - val_mean_absolute_error: 377.8864 Epoch 1208/5000 148/148 [==============================] - 0s 27us/step - loss: 95468.0625 - mean_absolute_error: 265.4290 - val_loss: 159566.3240 - val_mean_absolute_error: 377.8854 Epoch 1209/5000 148/148 [==============================] - 0s 34us/step - loss: 95467.5391 - mean_absolute_error: 265.4280 - val_loss: 159565.5408 - val_mean_absolute_error: 377.8845 Epoch 1210/5000 148/148 [==============================] - 0s 34us/step - loss: 95467.0000 - mean_absolute_error: 265.4271 - val_loss: 159564.8040 - val_mean_absolute_error: 377.8835 Epoch 1211/5000 148/148 [==============================] - 0s 27us/step - loss: 95466.4688 - mean_absolute_error: 265.4261 - val_loss: 159564.0521 - val_mean_absolute_error: 377.8825 Epoch 1212/5000 148/148 [==============================] - 0s 27us/step - loss: 95465.9531 - mean_absolute_error: 265.4251 - val_loss: 159563.2998 - val_mean_absolute_error: 377.8815 Epoch 1213/5000 148/148 [==============================] - 0s 34us/step - loss: 95465.4219 - mean_absolute_error: 265.4240 - val_loss: 159562.5321 - val_mean_absolute_error: 377.8806 Epoch 1214/5000 148/148 [==============================] - 0s 34us/step - loss: 95464.8750 - mean_absolute_error: 265.4231 - val_loss: 159561.7956 - val_mean_absolute_error: 377.8796 Epoch 1215/5000 148/148 [==============================] - 0s 34us/step - loss: 95464.3516 - mean_absolute_error: 265.4220 - val_loss: 159561.0125 - val_mean_absolute_error: 377.8786 Epoch 1216/5000 148/148 [==============================] - 0s 34us/step - loss: 95463.8281 - mean_absolute_error: 265.4211 - val_loss: 159560.2758 - val_mean_absolute_error: 377.8777 Epoch 1217/5000 148/148 [==============================] - 0s 27us/step - loss: 95463.2969 - mean_absolute_error: 265.4201 - val_loss: 159559.5079 - val_mean_absolute_error: 377.8766 Epoch 1218/5000 148/148 [==============================] - 0s 27us/step - loss: 95462.7578 - mean_absolute_error: 265.4190 - val_loss: 159558.7871 - val_mean_absolute_error: 377.8756 Epoch 1219/5000 148/148 [==============================] - 0s 41us/step - loss: 95462.2344 - mean_absolute_error: 265.4181 - val_loss: 159558.0038 - val_mean_absolute_error: 377.8747 Epoch 1220/5000 148/148 [==============================] - 0s 27us/step - loss: 95461.7031 - mean_absolute_error: 265.4171 - val_loss: 159557.2517 - val_mean_absolute_error: 377.8737 Epoch 1221/5000 148/148 [==============================] - 0s 34us/step - loss: 95461.1719 - mean_absolute_error: 265.4161 - val_loss: 159556.4996 - val_mean_absolute_error: 377.8728 Epoch 1222/5000 148/148 [==============================] - 0s 27us/step - loss: 95460.6484 - mean_absolute_error: 265.4151 - val_loss: 159555.7475 - val_mean_absolute_error: 377.8718 Epoch 1223/5000 148/148 [==============================] - 0s 27us/step - loss: 95460.1172 - mean_absolute_error: 265.4140 - val_loss: 159554.9950 - val_mean_absolute_error: 377.8708 Epoch 1224/5000 148/148 [==============================] - 0s 34us/step - loss: 95459.5781 - mean_absolute_error: 265.4130 - val_loss: 159554.2433 - val_mean_absolute_error: 377.8699 Epoch 1225/5000 148/148 [==============================] - 0s 27us/step - loss: 95459.0625 - mean_absolute_error: 265.4120 - val_loss: 159553.4754 - val_mean_absolute_error: 377.8689 Epoch 1226/5000 148/148 [==============================] - 0s 27us/step - loss: 95458.5234 - mean_absolute_error: 265.4110 - val_loss: 159552.7079 - val_mean_absolute_error: 377.8679 Epoch 1227/5000 148/148 [==============================] - 0s 27us/step - loss: 95458.0000 - mean_absolute_error: 265.4101 - val_loss: 159551.9710 - val_mean_absolute_error: 377.8669 Epoch 1228/5000 148/148 [==============================] - 0s 27us/step - loss: 95457.4609 - mean_absolute_error: 265.4091 - val_loss: 159551.2037 - val_mean_absolute_error: 377.8660 Epoch 1229/5000 148/148 [==============================] - 0s 27us/step - loss: 95456.9375 - mean_absolute_error: 265.4081 - val_loss: 159550.4669 - val_mean_absolute_error: 377.8650 Epoch 1230/5000 148/148 [==============================] - 0s 27us/step - loss: 95456.4062 - mean_absolute_error: 265.4071 - val_loss: 159549.6992 - val_mean_absolute_error: 377.8641 Epoch 1231/5000 148/148 [==============================] - 0s 34us/step - loss: 95455.8750 - mean_absolute_error: 265.4061 - val_loss: 159548.9781 - val_mean_absolute_error: 377.8631 Epoch 1232/5000 148/148 [==============================] - 0s 34us/step - loss: 95455.3516 - mean_absolute_error: 265.4051 - val_loss: 159548.2104 - val_mean_absolute_error: 377.8621 Epoch 1233/5000 148/148 [==============================] - 0s 34us/step - loss: 95454.8203 - mean_absolute_error: 265.4041 - val_loss: 159547.4429 - val_mean_absolute_error: 377.8611 Epoch 1234/5000 148/148 [==============================] - 0s 34us/step - loss: 95454.2812 - mean_absolute_error: 265.4031 - val_loss: 159546.6750 - val_mean_absolute_error: 377.8602 Epoch 1235/5000 148/148 [==============================] - 0s 27us/step - loss: 95453.7578 - mean_absolute_error: 265.4020 - val_loss: 159545.9388 - val_mean_absolute_error: 377.8592 Epoch 1236/5000 148/148 [==============================] - 0s 20us/step - loss: 95453.2266 - mean_absolute_error: 265.4011 - val_loss: 159545.1708 - val_mean_absolute_error: 377.8582 Epoch 1237/5000 148/148 [==============================] - 0s 34us/step - loss: 95452.6953 - mean_absolute_error: 265.4001 - val_loss: 159544.4188 - val_mean_absolute_error: 377.8573 Epoch 1238/5000 148/148 [==============================] - 0s 47us/step - loss: 95452.1562 - mean_absolute_error: 265.3991 - val_loss: 159543.6821 - val_mean_absolute_error: 377.8563 Epoch 1239/5000 148/148 [==============================] - 0s 34us/step - loss: 95451.6406 - mean_absolute_error: 265.3981 - val_loss: 159542.9146 - val_mean_absolute_error: 377.8553 Epoch 1240/5000 148/148 [==============================] - 0s 34us/step - loss: 95451.1016 - mean_absolute_error: 265.3971 - val_loss: 159542.1621 - val_mean_absolute_error: 377.8543 Epoch 1241/5000 148/148 [==============================] - 0s 34us/step - loss: 95450.5703 - mean_absolute_error: 265.3961 - val_loss: 159541.4100 - val_mean_absolute_error: 377.8533 Epoch 1242/5000 148/148 [==============================] - 0s 41us/step - loss: 95450.0391 - mean_absolute_error: 265.3951 - val_loss: 159540.6425 - val_mean_absolute_error: 377.8523 Epoch 1243/5000 148/148 [==============================] - 0s 27us/step - loss: 95449.5234 - mean_absolute_error: 265.3941 - val_loss: 159539.9058 - val_mean_absolute_error: 377.8514 Epoch 1244/5000 148/148 [==============================] - 0s 27us/step - loss: 95448.9844 - mean_absolute_error: 265.3931 - val_loss: 159539.1379 - val_mean_absolute_error: 377.8504 Epoch 1245/5000 148/148 [==============================] - 0s 27us/step - loss: 95448.4609 - mean_absolute_error: 265.3921 - val_loss: 159538.3863 - val_mean_absolute_error: 377.8494 Epoch 1246/5000 148/148 [==============================] - 0s 34us/step - loss: 95447.9219 - mean_absolute_error: 265.3911 - val_loss: 159537.6338 - val_mean_absolute_error: 377.8485 Epoch 1247/5000 148/148 [==============================] - 0s 34us/step - loss: 95447.3984 - mean_absolute_error: 265.3901 - val_loss: 159536.8817 - val_mean_absolute_error: 377.8475 Epoch 1248/5000 148/148 [==============================] - 0s 20us/step - loss: 95446.8672 - mean_absolute_error: 265.3891 - val_loss: 159536.1604 - val_mean_absolute_error: 377.8465 Epoch 1249/5000 148/148 [==============================] - 0s 34us/step - loss: 95446.3438 - mean_absolute_error: 265.3881 - val_loss: 159535.3775 - val_mean_absolute_error: 377.8456 Epoch 1250/5000 148/148 [==============================] - 0s 34us/step - loss: 95445.8203 - mean_absolute_error: 265.3871 - val_loss: 159534.6254 - val_mean_absolute_error: 377.8446 Epoch 1251/5000 148/148 [==============================] - 0s 27us/step - loss: 95445.2734 - mean_absolute_error: 265.3861 - val_loss: 159533.8729 - val_mean_absolute_error: 377.8436 Epoch 1252/5000 148/148 [==============================] - 0s 41us/step - loss: 95444.7266 - mean_absolute_error: 265.3851 - val_loss: 159533.1212 - val_mean_absolute_error: 377.8427 Epoch 1253/5000 148/148 [==============================] - 0s 27us/step - loss: 95444.2266 - mean_absolute_error: 265.3841 - val_loss: 159532.3533 - val_mean_absolute_error: 377.8417 Epoch 1254/5000 148/148 [==============================] - 0s 27us/step - loss: 95443.6953 - mean_absolute_error: 265.3831 - val_loss: 159531.6167 - val_mean_absolute_error: 377.8408 Epoch 1255/5000 148/148 [==============================] - 0s 27us/step - loss: 95443.1562 - mean_absolute_error: 265.3821 - val_loss: 159530.8646 - val_mean_absolute_error: 377.8398 Epoch 1256/5000 148/148 [==============================] - 0s 27us/step - loss: 95442.6250 - mean_absolute_error: 265.3812 - val_loss: 159530.1125 - val_mean_absolute_error: 377.8388 Epoch 1257/5000 148/148 [==============================] - 0s 27us/step - loss: 95442.1016 - mean_absolute_error: 265.3802 - val_loss: 159529.3446 - val_mean_absolute_error: 377.8378 Epoch 1258/5000 148/148 [==============================] - 0s 27us/step - loss: 95441.5625 - mean_absolute_error: 265.3791 - val_loss: 159528.5925 - val_mean_absolute_error: 377.8369 Epoch 1259/5000 148/148 [==============================] - 0s 27us/step - loss: 95441.0391 - mean_absolute_error: 265.3781 - val_loss: 159527.8404 - val_mean_absolute_error: 377.8359 Epoch 1260/5000 148/148 [==============================] - 0s 34us/step - loss: 95440.5156 - mean_absolute_error: 265.3772 - val_loss: 159527.0729 - val_mean_absolute_error: 377.8349 Epoch 1261/5000 148/148 [==============================] - 0s 34us/step - loss: 95439.9766 - mean_absolute_error: 265.3761 - val_loss: 159526.3050 - val_mean_absolute_error: 377.8340 Epoch 1262/5000 148/148 [==============================] - 0s 27us/step - loss: 95439.4531 - mean_absolute_error: 265.3752 - val_loss: 159525.5842 - val_mean_absolute_error: 377.8330 Epoch 1263/5000 148/148 [==============================] - 0s 27us/step - loss: 95438.9219 - mean_absolute_error: 265.3741 - val_loss: 159524.8163 - val_mean_absolute_error: 377.8319 Epoch 1264/5000 148/148 [==============================] - 0s 27us/step - loss: 95438.3906 - mean_absolute_error: 265.3731 - val_loss: 159524.0487 - val_mean_absolute_error: 377.8310 Epoch 1265/5000 148/148 [==============================] - 0s 34us/step - loss: 95437.8594 - mean_absolute_error: 265.3722 - val_loss: 159523.2967 - val_mean_absolute_error: 377.8300 Epoch 1266/5000 148/148 [==============================] - 0s 27us/step - loss: 95437.3281 - mean_absolute_error: 265.3712 - val_loss: 159522.5600 - val_mean_absolute_error: 377.8291 Epoch 1267/5000 148/148 [==============================] - 0s 34us/step - loss: 95436.8047 - mean_absolute_error: 265.3702 - val_loss: 159521.7925 - val_mean_absolute_error: 377.8281 Epoch 1268/5000 148/148 [==============================] - 0s 20us/step - loss: 95436.2734 - mean_absolute_error: 265.3691 - val_loss: 159521.0400 - val_mean_absolute_error: 377.8271 Epoch 1269/5000 148/148 [==============================] - 0s 27us/step - loss: 95435.7344 - mean_absolute_error: 265.3681 - val_loss: 159520.2883 - val_mean_absolute_error: 377.8262 Epoch 1270/5000 148/148 [==============================] - 0s 34us/step - loss: 95435.2266 - mean_absolute_error: 265.3671 - val_loss: 159519.5512 - val_mean_absolute_error: 377.8252 Epoch 1271/5000 148/148 [==============================] - 0s 34us/step - loss: 95434.6719 - mean_absolute_error: 265.3661 - val_loss: 159518.7838 - val_mean_absolute_error: 377.8242 Epoch 1272/5000 148/148 [==============================] - 0s 27us/step - loss: 95434.1562 - mean_absolute_error: 265.3651 - val_loss: 159518.0158 - val_mean_absolute_error: 377.8232 Epoch 1273/5000 148/148 [==============================] - 0s 34us/step - loss: 95433.6250 - mean_absolute_error: 265.3641 - val_loss: 159517.2796 - val_mean_absolute_error: 377.8222 Epoch 1274/5000 148/148 [==============================] - 0s 34us/step - loss: 95433.0938 - mean_absolute_error: 265.3632 - val_loss: 159516.5271 - val_mean_absolute_error: 377.8213 Epoch 1275/5000 148/148 [==============================] - 0s 27us/step - loss: 95432.5625 - mean_absolute_error: 265.3622 - val_loss: 159515.7750 - val_mean_absolute_error: 377.8203 Epoch 1276/5000 148/148 [==============================] - 0s 34us/step - loss: 95432.0234 - mean_absolute_error: 265.3612 - val_loss: 159515.0383 - val_mean_absolute_error: 377.8193 Epoch 1277/5000 148/148 [==============================] - 0s 34us/step - loss: 95431.5156 - mean_absolute_error: 265.3602 - val_loss: 159514.2708 - val_mean_absolute_error: 377.8184 Epoch 1278/5000 148/148 [==============================] - 0s 20us/step - loss: 95430.9766 - mean_absolute_error: 265.3592 - val_loss: 159513.4875 - val_mean_absolute_error: 377.8174 Epoch 1279/5000 148/148 [==============================] - 0s 34us/step - loss: 95430.4297 - mean_absolute_error: 265.3582 - val_loss: 159512.7667 - val_mean_absolute_error: 377.8165 Epoch 1280/5000 148/148 [==============================] - 0s 34us/step - loss: 95429.9219 - mean_absolute_error: 265.3572 - val_loss: 159511.9987 - val_mean_absolute_error: 377.8154 Epoch 1281/5000 148/148 [==============================] - 0s 34us/step - loss: 95429.3828 - mean_absolute_error: 265.3561 - val_loss: 159511.2467 - val_mean_absolute_error: 377.8145 Epoch 1282/5000 148/148 [==============================] - 0s 27us/step - loss: 95428.8516 - mean_absolute_error: 265.3552 - val_loss: 159510.4792 - val_mean_absolute_error: 377.8135 Epoch 1283/5000 148/148 [==============================] - 0s 34us/step - loss: 95428.3203 - mean_absolute_error: 265.3542 - val_loss: 159509.7271 - val_mean_absolute_error: 377.8126 Epoch 1284/5000 148/148 [==============================] - 0s 27us/step - loss: 95427.7969 - mean_absolute_error: 265.3532 - val_loss: 159508.9904 - val_mean_absolute_error: 377.8115 Epoch 1285/5000 148/148 [==============================] - 0s 41us/step - loss: 95427.2734 - mean_absolute_error: 265.3521 - val_loss: 159508.2225 - val_mean_absolute_error: 377.8106 Epoch 1286/5000 148/148 [==============================] - 0s 34us/step - loss: 95426.7422 - mean_absolute_error: 265.3511 - val_loss: 159507.4708 - val_mean_absolute_error: 377.8096 Epoch 1287/5000 148/148 [==============================] - 0s 20us/step - loss: 95426.2188 - mean_absolute_error: 265.3502 - val_loss: 159506.7338 - val_mean_absolute_error: 377.8086 Epoch 1288/5000 148/148 [==============================] - 0s 34us/step - loss: 95425.6719 - mean_absolute_error: 265.3492 - val_loss: 159505.9662 - val_mean_absolute_error: 377.8077 Epoch 1289/5000 148/148 [==============================] - 0s 27us/step - loss: 95425.1406 - mean_absolute_error: 265.3482 - val_loss: 159505.1829 - val_mean_absolute_error: 377.8067 Epoch 1290/5000 148/148 [==============================] - 0s 27us/step - loss: 95424.6094 - mean_absolute_error: 265.3472 - val_loss: 159504.4621 - val_mean_absolute_error: 377.8057 Epoch 1291/5000 148/148 [==============================] - 0s 34us/step - loss: 95424.0859 - mean_absolute_error: 265.3461 - val_loss: 159503.6942 - val_mean_absolute_error: 377.8048 Epoch 1292/5000 148/148 [==============================] - 0s 27us/step - loss: 95423.5547 - mean_absolute_error: 265.3452 - val_loss: 159502.9421 - val_mean_absolute_error: 377.8038 Epoch 1293/5000 148/148 [==============================] - 0s 34us/step - loss: 95423.0234 - mean_absolute_error: 265.3442 - val_loss: 159502.2054 - val_mean_absolute_error: 377.8028 Epoch 1294/5000 148/148 [==============================] - 0s 34us/step - loss: 95422.5000 - mean_absolute_error: 265.3432 - val_loss: 159501.4379 - val_mean_absolute_error: 377.8019 Epoch 1295/5000 148/148 [==============================] - 0s 34us/step - loss: 95421.9688 - mean_absolute_error: 265.3422 - val_loss: 159500.7008 - val_mean_absolute_error: 377.8009 Epoch 1296/5000 148/148 [==============================] - 0s 34us/step - loss: 95421.4375 - mean_absolute_error: 265.3412 - val_loss: 159499.9333 - val_mean_absolute_error: 377.7999 Epoch 1297/5000 148/148 [==============================] - 0s 34us/step - loss: 95420.9062 - mean_absolute_error: 265.3402 - val_loss: 159499.1812 - val_mean_absolute_error: 377.7990 Epoch 1298/5000 148/148 [==============================] - 0s 34us/step - loss: 95420.3828 - mean_absolute_error: 265.3392 - val_loss: 159498.4292 - val_mean_absolute_error: 377.7980 Epoch 1299/5000 148/148 [==============================] - 0s 34us/step - loss: 95419.8438 - mean_absolute_error: 265.3382 - val_loss: 159497.6617 - val_mean_absolute_error: 377.7971 Epoch 1300/5000 148/148 [==============================] - 0s 27us/step - loss: 95419.3047 - mean_absolute_error: 265.3372 - val_loss: 159496.9250 - val_mean_absolute_error: 377.7961 Epoch 1301/5000 148/148 [==============================] - 0s 27us/step - loss: 95418.7891 - mean_absolute_error: 265.3362 - val_loss: 159496.1729 - val_mean_absolute_error: 377.7951 Epoch 1302/5000 148/148 [==============================] - 0s 34us/step - loss: 95418.2734 - mean_absolute_error: 265.3352 - val_loss: 159495.4050 - val_mean_absolute_error: 377.7941 Epoch 1303/5000 148/148 [==============================] - 0s 27us/step - loss: 95417.7266 - mean_absolute_error: 265.3342 - val_loss: 159494.6688 - val_mean_absolute_error: 377.7932 Epoch 1304/5000 148/148 [==============================] - 0s 27us/step - loss: 95417.2031 - mean_absolute_error: 265.3332 - val_loss: 159493.9163 - val_mean_absolute_error: 377.7922 Epoch 1305/5000 148/148 [==============================] - 0s 34us/step - loss: 95416.6719 - mean_absolute_error: 265.3322 - val_loss: 159493.1487 - val_mean_absolute_error: 377.7912 Epoch 1306/5000 148/148 [==============================] - 0s 27us/step - loss: 95416.1406 - mean_absolute_error: 265.3312 - val_loss: 159492.3808 - val_mean_absolute_error: 377.7902 Epoch 1307/5000 148/148 [==============================] - 0s 27us/step - loss: 95415.6094 - mean_absolute_error: 265.3302 - val_loss: 159491.6446 - val_mean_absolute_error: 377.7893 Epoch 1308/5000 148/148 [==============================] - 0s 34us/step - loss: 95415.0781 - mean_absolute_error: 265.3292 - val_loss: 159490.8921 - val_mean_absolute_error: 377.7882 Epoch 1309/5000 148/148 [==============================] - 0s 34us/step - loss: 95414.5469 - mean_absolute_error: 265.3282 - val_loss: 159490.1092 - val_mean_absolute_error: 377.7873 Epoch 1310/5000 148/148 [==============================] - 0s 27us/step - loss: 95414.0234 - mean_absolute_error: 265.3272 - val_loss: 159489.3879 - val_mean_absolute_error: 377.7863 Epoch 1311/5000 148/148 [==============================] - 0s 34us/step - loss: 95413.5000 - mean_absolute_error: 265.3262 - val_loss: 159488.6204 - val_mean_absolute_error: 377.7853 Epoch 1312/5000 148/148 [==============================] - 0s 27us/step - loss: 95412.9688 - mean_absolute_error: 265.3253 - val_loss: 159487.8527 - val_mean_absolute_error: 377.7844 Epoch 1313/5000 148/148 [==============================] - 0s 27us/step - loss: 95412.4297 - mean_absolute_error: 265.3242 - val_loss: 159487.1004 - val_mean_absolute_error: 377.7834 Epoch 1314/5000 148/148 [==============================] - 0s 27us/step - loss: 95411.8984 - mean_absolute_error: 265.3232 - val_loss: 159486.3640 - val_mean_absolute_error: 377.7824 Epoch 1315/5000 148/148 [==============================] - 0s 34us/step - loss: 95411.3750 - mean_absolute_error: 265.3222 - val_loss: 159485.5963 - val_mean_absolute_error: 377.7814 Epoch 1316/5000 148/148 [==============================] - 0s 27us/step - loss: 95410.8516 - mean_absolute_error: 265.3212 - val_loss: 159484.8287 - val_mean_absolute_error: 377.7805 Epoch 1317/5000 148/148 [==============================] - 0s 34us/step - loss: 95410.3125 - mean_absolute_error: 265.3202 - val_loss: 159484.0921 - val_mean_absolute_error: 377.7795 Epoch 1318/5000 148/148 [==============================] - 0s 27us/step - loss: 95409.7891 - mean_absolute_error: 265.3192 - val_loss: 159483.3246 - val_mean_absolute_error: 377.7785 Epoch 1319/5000 148/148 [==============================] - 0s 34us/step - loss: 95409.2578 - mean_absolute_error: 265.3183 - val_loss: 159482.5875 - val_mean_absolute_error: 377.7776 Epoch 1320/5000 148/148 [==============================] - 0s 41us/step - loss: 95408.7266 - mean_absolute_error: 265.3173 - val_loss: 159481.8200 - val_mean_absolute_error: 377.7766 Epoch 1321/5000 148/148 [==============================] - 0s 27us/step - loss: 95408.1875 - mean_absolute_error: 265.3163 - val_loss: 159481.0833 - val_mean_absolute_error: 377.7756 Epoch 1322/5000 148/148 [==============================] - 0s 34us/step - loss: 95407.6719 - mean_absolute_error: 265.3152 - val_loss: 159480.3158 - val_mean_absolute_error: 377.7747 Epoch 1323/5000 148/148 [==============================] - 0s 27us/step - loss: 95407.1406 - mean_absolute_error: 265.3143 - val_loss: 159479.5633 - val_mean_absolute_error: 377.7737 Epoch 1324/5000 148/148 [==============================] - 0s 41us/step - loss: 95406.6016 - mean_absolute_error: 265.3133 - val_loss: 159478.8117 - val_mean_absolute_error: 377.7728 Epoch 1325/5000 148/148 [==============================] - 0s 27us/step - loss: 95406.0859 - mean_absolute_error: 265.3123 - val_loss: 159478.0746 - val_mean_absolute_error: 377.7717 Epoch 1326/5000 148/148 [==============================] - 0s 27us/step - loss: 95405.5547 - mean_absolute_error: 265.3112 - val_loss: 159477.3071 - val_mean_absolute_error: 377.7708 Epoch 1327/5000 148/148 [==============================] - 0s 34us/step - loss: 95405.0156 - mean_absolute_error: 265.3102 - val_loss: 159476.5550 - val_mean_absolute_error: 377.7698 Epoch 1328/5000 148/148 [==============================] - 0s 27us/step - loss: 95404.4844 - mean_absolute_error: 265.3092 - val_loss: 159475.8029 - val_mean_absolute_error: 377.7688 Epoch 1329/5000 148/148 [==============================] - 0s 41us/step - loss: 95403.9609 - mean_absolute_error: 265.3083 - val_loss: 159475.0354 - val_mean_absolute_error: 377.7678 Epoch 1330/5000 148/148 [==============================] - 0s 27us/step - loss: 95403.4219 - mean_absolute_error: 265.3073 - val_loss: 159474.2675 - val_mean_absolute_error: 377.7668 Epoch 1331/5000 148/148 [==============================] - 0s 34us/step - loss: 95402.8906 - mean_absolute_error: 265.3062 - val_loss: 159473.5312 - val_mean_absolute_error: 377.7659 Epoch 1332/5000 148/148 [==============================] - 0s 34us/step - loss: 95402.3750 - mean_absolute_error: 265.3053 - val_loss: 159472.7633 - val_mean_absolute_error: 377.7649 Epoch 1333/5000 148/148 [==============================] - 0s 27us/step - loss: 95401.8359 - mean_absolute_error: 265.3043 - val_loss: 159472.0267 - val_mean_absolute_error: 377.7639 Epoch 1334/5000 148/148 [==============================] - 0s 27us/step - loss: 95401.3125 - mean_absolute_error: 265.3033 - val_loss: 159471.2746 - val_mean_absolute_error: 377.7630 Epoch 1335/5000 148/148 [==============================] - 0s 27us/step - loss: 95400.7812 - mean_absolute_error: 265.3023 - val_loss: 159470.5225 - val_mean_absolute_error: 377.7620 Epoch 1336/5000 148/148 [==============================] - 0s 27us/step - loss: 95400.2578 - mean_absolute_error: 265.3012 - val_loss: 159469.7546 - val_mean_absolute_error: 377.7610 Epoch 1337/5000 148/148 [==============================] - 0s 27us/step - loss: 95399.7188 - mean_absolute_error: 265.3002 - val_loss: 159469.0025 - val_mean_absolute_error: 377.7601 Epoch 1338/5000 148/148 [==============================] - 0s 34us/step - loss: 95399.1875 - mean_absolute_error: 265.2992 - val_loss: 159468.2658 - val_mean_absolute_error: 377.7591 Epoch 1339/5000 148/148 [==============================] - 0s 34us/step - loss: 95398.6719 - mean_absolute_error: 265.2982 - val_loss: 159467.4983 - val_mean_absolute_error: 377.7582 Epoch 1340/5000 148/148 [==============================] - 0s 27us/step - loss: 95398.1328 - mean_absolute_error: 265.2973 - val_loss: 159466.7458 - val_mean_absolute_error: 377.7572 Epoch 1341/5000 148/148 [==============================] - 0s 34us/step - loss: 95397.6016 - mean_absolute_error: 265.2963 - val_loss: 159465.9942 - val_mean_absolute_error: 377.7562 Epoch 1342/5000 148/148 [==============================] - 0s 41us/step - loss: 95397.0781 - mean_absolute_error: 265.2953 - val_loss: 159465.2419 - val_mean_absolute_error: 377.7552 Epoch 1343/5000 148/148 [==============================] - 0s 27us/step - loss: 95396.5469 - mean_absolute_error: 265.2943 - val_loss: 159464.4742 - val_mean_absolute_error: 377.7543 Epoch 1344/5000 148/148 [==============================] - 0s 34us/step - loss: 95396.0078 - mean_absolute_error: 265.2933 - val_loss: 159463.7377 - val_mean_absolute_error: 377.7533 Epoch 1345/5000 148/148 [==============================] - 0s 27us/step - loss: 95395.4922 - mean_absolute_error: 265.2923 - val_loss: 159462.9700 - val_mean_absolute_error: 377.7523 Epoch 1346/5000 148/148 [==============================] - 0s 27us/step - loss: 95394.9609 - mean_absolute_error: 265.2913 - val_loss: 159462.2179 - val_mean_absolute_error: 377.7514 Epoch 1347/5000 148/148 [==============================] - 0s 41us/step - loss: 95394.4219 - mean_absolute_error: 265.2903 - val_loss: 159461.4654 - val_mean_absolute_error: 377.7503 Epoch 1348/5000 148/148 [==============================] - 0s 27us/step - loss: 95393.8828 - mean_absolute_error: 265.2893 - val_loss: 159460.7137 - val_mean_absolute_error: 377.7494 Epoch 1349/5000 148/148 [==============================] - 0s 34us/step - loss: 95393.3672 - mean_absolute_error: 265.2883 - val_loss: 159459.9458 - val_mean_absolute_error: 377.7484 Epoch 1350/5000 148/148 [==============================] - 0s 27us/step - loss: 95392.8359 - mean_absolute_error: 265.2873 - val_loss: 159459.2092 - val_mean_absolute_error: 377.7475 Epoch 1351/5000 148/148 [==============================] - 0s 34us/step - loss: 95392.3047 - mean_absolute_error: 265.2863 - val_loss: 159458.4417 - val_mean_absolute_error: 377.7465 Epoch 1352/5000 148/148 [==============================] - 0s 34us/step - loss: 95391.7734 - mean_absolute_error: 265.2853 - val_loss: 159457.7050 - val_mean_absolute_error: 377.7456 Epoch 1353/5000 148/148 [==============================] - 0s 27us/step - loss: 95391.2500 - mean_absolute_error: 265.2843 - val_loss: 159456.9371 - val_mean_absolute_error: 377.7445 Epoch 1354/5000 148/148 [==============================] - 0s 27us/step - loss: 95390.7109 - mean_absolute_error: 265.2833 - val_loss: 159456.1850 - val_mean_absolute_error: 377.7435 Epoch 1355/5000 148/148 [==============================] - 0s 27us/step - loss: 95390.1797 - mean_absolute_error: 265.2823 - val_loss: 159455.4329 - val_mean_absolute_error: 377.7426 Epoch 1356/5000 148/148 [==============================] - 0s 34us/step - loss: 95389.6641 - mean_absolute_error: 265.2813 - val_loss: 159454.6963 - val_mean_absolute_error: 377.7416 Epoch 1357/5000 148/148 [==============================] - 0s 27us/step - loss: 95389.1250 - mean_absolute_error: 265.2803 - val_loss: 159453.9133 - val_mean_absolute_error: 377.7406 Epoch 1358/5000 148/148 [==============================] - 0s 34us/step - loss: 95388.6016 - mean_absolute_error: 265.2793 - val_loss: 159453.2075 - val_mean_absolute_error: 377.7396 Epoch 1359/5000 148/148 [==============================] - 0s 27us/step - loss: 95388.0703 - mean_absolute_error: 265.2783 - val_loss: 159452.4092 - val_mean_absolute_error: 377.7387 Epoch 1360/5000 148/148 [==============================] - 0s 27us/step - loss: 95387.5391 - mean_absolute_error: 265.2773 - val_loss: 159451.6721 - val_mean_absolute_error: 377.7377 Epoch 1361/5000 148/148 [==============================] - 0s 34us/step - loss: 95387.0078 - mean_absolute_error: 265.2763 - val_loss: 159450.9204 - val_mean_absolute_error: 377.7368 Epoch 1362/5000 148/148 [==============================] - 0s 34us/step - loss: 95386.5000 - mean_absolute_error: 265.2753 - val_loss: 159450.1525 - val_mean_absolute_error: 377.7358 Epoch 1363/5000 148/148 [==============================] - 0s 27us/step - loss: 95385.9531 - mean_absolute_error: 265.2743 - val_loss: 159449.4004 - val_mean_absolute_error: 377.7348 Epoch 1364/5000 148/148 [==============================] - 0s 41us/step - loss: 95385.4219 - mean_absolute_error: 265.2733 - val_loss: 159448.6479 - val_mean_absolute_error: 377.7338 Epoch 1365/5000 148/148 [==============================] - 0s 27us/step - loss: 95384.8906 - mean_absolute_error: 265.2723 - val_loss: 159447.8808 - val_mean_absolute_error: 377.7329 Epoch 1366/5000 148/148 [==============================] - 0s 27us/step - loss: 95384.3750 - mean_absolute_error: 265.2713 - val_loss: 159447.1437 - val_mean_absolute_error: 377.7319 Epoch 1367/5000 148/148 [==============================] - 0s 27us/step - loss: 95383.8359 - mean_absolute_error: 265.2704 - val_loss: 159446.3763 - val_mean_absolute_error: 377.7310 Epoch 1368/5000 148/148 [==============================] - 0s 27us/step - loss: 95383.3047 - mean_absolute_error: 265.2693 - val_loss: 159445.6396 - val_mean_absolute_error: 377.7300 Epoch 1369/5000 148/148 [==============================] - 0s 27us/step - loss: 95382.7734 - mean_absolute_error: 265.2684 - val_loss: 159444.8875 - val_mean_absolute_error: 377.7290 Epoch 1370/5000 148/148 [==============================] - 0s 41us/step - loss: 95382.2500 - mean_absolute_error: 265.2673 - val_loss: 159444.1354 - val_mean_absolute_error: 377.7280 Epoch 1371/5000 148/148 [==============================] - 0s 27us/step - loss: 95381.7266 - mean_absolute_error: 265.2663 - val_loss: 159443.3675 - val_mean_absolute_error: 377.7271 Epoch 1372/5000 148/148 [==============================] - 0s 27us/step - loss: 95381.1797 - mean_absolute_error: 265.2653 - val_loss: 159442.6313 - val_mean_absolute_error: 377.7261 Epoch 1373/5000 148/148 [==============================] - 0s 34us/step - loss: 95380.6641 - mean_absolute_error: 265.2643 - val_loss: 159441.8633 - val_mean_absolute_error: 377.7251 Epoch 1374/5000 148/148 [==============================] - 0s 34us/step - loss: 95380.1328 - mean_absolute_error: 265.2634 - val_loss: 159441.1112 - val_mean_absolute_error: 377.7241 Epoch 1375/5000 148/148 [==============================] - 0s 27us/step - loss: 95379.5859 - mean_absolute_error: 265.2624 - val_loss: 159440.3592 - val_mean_absolute_error: 377.7231 Epoch 1376/5000 148/148 [==============================] - 0s 41us/step - loss: 95379.0781 - mean_absolute_error: 265.2613 - val_loss: 159439.5917 - val_mean_absolute_error: 377.7221 Epoch 1377/5000 148/148 [==============================] - 0s 27us/step - loss: 95378.5312 - mean_absolute_error: 265.2603 - val_loss: 159438.8546 - val_mean_absolute_error: 377.7212 Epoch 1378/5000 148/148 [==============================] - 0s 41us/step - loss: 95378.0078 - mean_absolute_error: 265.2593 - val_loss: 159438.1183 - val_mean_absolute_error: 377.7202 Epoch 1379/5000 148/148 [==============================] - 0s 34us/step - loss: 95377.4844 - mean_absolute_error: 265.2583 - val_loss: 159437.3504 - val_mean_absolute_error: 377.7193 Epoch 1380/5000 148/148 [==============================] - 0s 34us/step - loss: 95376.9609 - mean_absolute_error: 265.2574 - val_loss: 159436.5829 - val_mean_absolute_error: 377.7183 Epoch 1381/5000 148/148 [==============================] - 0s 27us/step - loss: 95376.4219 - mean_absolute_error: 265.2563 - val_loss: 159435.8306 - val_mean_absolute_error: 377.7173 Epoch 1382/5000 148/148 [==============================] - 0s 34us/step - loss: 95375.8828 - mean_absolute_error: 265.2553 - val_loss: 159435.0787 - val_mean_absolute_error: 377.7163 Epoch 1383/5000 148/148 [==============================] - 0s 34us/step - loss: 95375.3672 - mean_absolute_error: 265.2543 - val_loss: 159434.3265 - val_mean_absolute_error: 377.7154 Epoch 1384/5000 148/148 [==============================] - 0s 34us/step - loss: 95374.8281 - mean_absolute_error: 265.2533 - val_loss: 159433.5587 - val_mean_absolute_error: 377.7144 Epoch 1385/5000 148/148 [==============================] - 0s 34us/step - loss: 95374.3047 - mean_absolute_error: 265.2523 - val_loss: 159432.8379 - val_mean_absolute_error: 377.7134 Epoch 1386/5000 148/148 [==============================] - 0s 27us/step - loss: 95373.7812 - mean_absolute_error: 265.2514 - val_loss: 159432.0700 - val_mean_absolute_error: 377.7125 Epoch 1387/5000 148/148 [==============================] - 0s 34us/step - loss: 95373.2500 - mean_absolute_error: 265.2504 - val_loss: 159431.3025 - val_mean_absolute_error: 377.7115 Epoch 1388/5000 148/148 [==============================] - 0s 27us/step - loss: 95372.7188 - mean_absolute_error: 265.2494 - val_loss: 159430.5500 - val_mean_absolute_error: 377.7106 Epoch 1389/5000 148/148 [==============================] - 0s 34us/step - loss: 95372.1797 - mean_absolute_error: 265.2484 - val_loss: 159429.8292 - val_mean_absolute_error: 377.7096 Epoch 1390/5000 148/148 [==============================] - 0s 34us/step - loss: 95371.6641 - mean_absolute_error: 265.2474 - val_loss: 159429.0458 - val_mean_absolute_error: 377.7086 Epoch 1391/5000 148/148 [==============================] - 0s 34us/step - loss: 95371.1328 - mean_absolute_error: 265.2464 - val_loss: 159428.3092 - val_mean_absolute_error: 377.7076 Epoch 1392/5000 148/148 [==============================] - 0s 34us/step - loss: 95370.5938 - mean_absolute_error: 265.2454 - val_loss: 159427.5417 - val_mean_absolute_error: 377.7067 Epoch 1393/5000 148/148 [==============================] - 0s 27us/step - loss: 95370.0703 - mean_absolute_error: 265.2444 - val_loss: 159426.7896 - val_mean_absolute_error: 377.7057 Epoch 1394/5000 148/148 [==============================] - 0s 41us/step - loss: 95369.5312 - mean_absolute_error: 265.2434 - val_loss: 159426.0219 - val_mean_absolute_error: 377.7047 Epoch 1395/5000 148/148 [==============================] - 0s 27us/step - loss: 95369.0156 - mean_absolute_error: 265.2424 - val_loss: 159425.2854 - val_mean_absolute_error: 377.7038 Epoch 1396/5000 148/148 [==============================] - 0s 27us/step - loss: 95368.4922 - mean_absolute_error: 265.2414 - val_loss: 159424.5177 - val_mean_absolute_error: 377.7028 Epoch 1397/5000 148/148 [==============================] - 0s 34us/step - loss: 95367.9453 - mean_absolute_error: 265.2404 - val_loss: 159423.7654 - val_mean_absolute_error: 377.7018 Epoch 1398/5000 148/148 [==============================] - 0s 34us/step - loss: 95367.4219 - mean_absolute_error: 265.2394 - val_loss: 159423.0133 - val_mean_absolute_error: 377.7008 Epoch 1399/5000 148/148 [==============================] - 0s 41us/step - loss: 95366.8828 - mean_absolute_error: 265.2384 - val_loss: 159422.2767 - val_mean_absolute_error: 377.6998 Epoch 1400/5000 148/148 [==============================] - 0s 27us/step - loss: 95366.3672 - mean_absolute_error: 265.2374 - val_loss: 159421.5092 - val_mean_absolute_error: 377.6988 Epoch 1401/5000 148/148 [==============================] - 0s 27us/step - loss: 95365.8281 - mean_absolute_error: 265.2364 - val_loss: 159420.7412 - val_mean_absolute_error: 377.6979 Epoch 1402/5000 148/148 [==============================] - 0s 27us/step - loss: 95365.2969 - mean_absolute_error: 265.2354 - val_loss: 159420.0204 - val_mean_absolute_error: 377.6970 Epoch 1403/5000 148/148 [==============================] - 0s 27us/step - loss: 95364.7812 - mean_absolute_error: 265.2344 - val_loss: 159419.2525 - val_mean_absolute_error: 377.6959 Epoch 1404/5000 148/148 [==============================] - 0s 34us/step - loss: 95364.2500 - mean_absolute_error: 265.2333 - val_loss: 159418.5004 - val_mean_absolute_error: 377.6950 Epoch 1405/5000 148/148 [==============================] - 0s 34us/step - loss: 95363.7109 - mean_absolute_error: 265.2324 - val_loss: 159417.7483 - val_mean_absolute_error: 377.6940 Epoch 1406/5000 148/148 [==============================] - 0s 27us/step - loss: 95363.1953 - mean_absolute_error: 265.2314 - val_loss: 159416.9962 - val_mean_absolute_error: 377.6930 Epoch 1407/5000 148/148 [==============================] - 0s 27us/step - loss: 95362.6562 - mean_absolute_error: 265.2304 - val_loss: 159416.2285 - val_mean_absolute_error: 377.6921 Epoch 1408/5000 148/148 [==============================] - 0s 34us/step - loss: 95362.1250 - mean_absolute_error: 265.2294 - val_loss: 159415.4763 - val_mean_absolute_error: 377.6911 Epoch 1409/5000 148/148 [==============================] - 0s 27us/step - loss: 95361.5938 - mean_absolute_error: 265.2284 - val_loss: 159414.7244 - val_mean_absolute_error: 377.6901 Epoch 1410/5000 148/148 [==============================] - 0s 27us/step - loss: 95361.0781 - mean_absolute_error: 265.2274 - val_loss: 159413.9875 - val_mean_absolute_error: 377.6892 Epoch 1411/5000 148/148 [==============================] - 0s 34us/step - loss: 95360.5391 - mean_absolute_error: 265.2264 - val_loss: 159413.2046 - val_mean_absolute_error: 377.6882 Epoch 1412/5000 148/148 [==============================] - 0s 27us/step - loss: 95360.0078 - mean_absolute_error: 265.2254 - val_loss: 159412.4833 - val_mean_absolute_error: 377.6872 Epoch 1413/5000 148/148 [==============================] - 0s 27us/step - loss: 95359.4844 - mean_absolute_error: 265.2244 - val_loss: 159411.7004 - val_mean_absolute_error: 377.6863 Epoch 1414/5000 148/148 [==============================] - 0s 34us/step - loss: 95358.9531 - mean_absolute_error: 265.2234 - val_loss: 159410.9479 - val_mean_absolute_error: 377.6853 Epoch 1415/5000 148/148 [==============================] - 0s 34us/step - loss: 95358.4219 - mean_absolute_error: 265.2225 - val_loss: 159410.1958 - val_mean_absolute_error: 377.6843 Epoch 1416/5000 148/148 [==============================] - 0s 34us/step - loss: 95357.8828 - mean_absolute_error: 265.2214 - val_loss: 159409.4440 - val_mean_absolute_error: 377.6833 Epoch 1417/5000 148/148 [==============================] - 0s 34us/step - loss: 95357.3672 - mean_absolute_error: 265.2204 - val_loss: 159408.6762 - val_mean_absolute_error: 377.6824 Epoch 1418/5000 148/148 [==============================] - 0s 27us/step - loss: 95356.8281 - mean_absolute_error: 265.2194 - val_loss: 159407.9702 - val_mean_absolute_error: 377.6814 Epoch 1419/5000 148/148 [==============================] - 0s 34us/step - loss: 95356.2969 - mean_absolute_error: 265.2184 - val_loss: 159407.1875 - val_mean_absolute_error: 377.6804 Epoch 1420/5000 148/148 [==============================] - 0s 34us/step - loss: 95355.7812 - mean_absolute_error: 265.2174 - val_loss: 159406.4506 - val_mean_absolute_error: 377.6794 Epoch 1421/5000 148/148 [==============================] - 0s 34us/step - loss: 95355.2422 - mean_absolute_error: 265.2164 - val_loss: 159405.6675 - val_mean_absolute_error: 377.6784 Epoch 1422/5000 148/148 [==============================] - 0s 34us/step - loss: 95354.7188 - mean_absolute_error: 265.2154 - val_loss: 159404.9465 - val_mean_absolute_error: 377.6775 Epoch 1423/5000 148/148 [==============================] - 0s 27us/step - loss: 95354.1953 - mean_absolute_error: 265.2144 - val_loss: 159404.1787 - val_mean_absolute_error: 377.6765 Epoch 1424/5000 148/148 [==============================] - 0s 27us/step - loss: 95353.6562 - mean_absolute_error: 265.2134 - val_loss: 159403.4113 - val_mean_absolute_error: 377.6755 Epoch 1425/5000 148/148 [==============================] - 0s 34us/step - loss: 95353.1250 - mean_absolute_error: 265.2124 - val_loss: 159402.6588 - val_mean_absolute_error: 377.6745 Epoch 1426/5000 148/148 [==============================] - 0s 27us/step - loss: 95352.5938 - mean_absolute_error: 265.2114 - val_loss: 159401.9225 - val_mean_absolute_error: 377.6736 Epoch 1427/5000 148/148 [==============================] - 0s 27us/step - loss: 95352.0781 - mean_absolute_error: 265.2104 - val_loss: 159401.1546 - val_mean_absolute_error: 377.6726 Epoch 1428/5000 148/148 [==============================] - 0s 34us/step - loss: 95351.5391 - mean_absolute_error: 265.2094 - val_loss: 159400.4025 - val_mean_absolute_error: 377.6716 Epoch 1429/5000 148/148 [==============================] - 0s 34us/step - loss: 95350.9922 - mean_absolute_error: 265.2084 - val_loss: 159399.6504 - val_mean_absolute_error: 377.6707 Epoch 1430/5000 148/148 [==============================] - 0s 27us/step - loss: 95350.4844 - mean_absolute_error: 265.2074 - val_loss: 159398.8983 - val_mean_absolute_error: 377.6697 Epoch 1431/5000 148/148 [==============================] - 0s 34us/step - loss: 95349.9531 - mean_absolute_error: 265.2064 - val_loss: 159398.1460 - val_mean_absolute_error: 377.6687 Epoch 1432/5000 148/148 [==============================] - 0s 27us/step - loss: 95349.4219 - mean_absolute_error: 265.2054 - val_loss: 159397.3942 - val_mean_absolute_error: 377.6678 Epoch 1433/5000 148/148 [==============================] - 0s 34us/step - loss: 95348.8984 - mean_absolute_error: 265.2045 - val_loss: 159396.6419 - val_mean_absolute_error: 377.6669 Epoch 1434/5000 148/148 [==============================] - 0s 20us/step - loss: 95348.3672 - mean_absolute_error: 265.2035 - val_loss: 159395.8896 - val_mean_absolute_error: 377.6659 Epoch 1435/5000 148/148 [==============================] - 0s 27us/step - loss: 95347.8281 - mean_absolute_error: 265.2025 - val_loss: 159395.1219 - val_mean_absolute_error: 377.6649 Epoch 1436/5000 148/148 [==============================] - 0s 27us/step - loss: 95347.2891 - mean_absolute_error: 265.2015 - val_loss: 159394.3546 - val_mean_absolute_error: 377.6640 Epoch 1437/5000 148/148 [==============================] - 0s 41us/step - loss: 95346.7734 - mean_absolute_error: 265.2005 - val_loss: 159393.6177 - val_mean_absolute_error: 377.6630 Epoch 1438/5000 148/148 [==============================] - 0s 34us/step - loss: 95346.2500 - mean_absolute_error: 265.1995 - val_loss: 159392.8500 - val_mean_absolute_error: 377.6620 Epoch 1439/5000 148/148 [==============================] - 0s 34us/step - loss: 95345.7266 - mean_absolute_error: 265.1985 - val_loss: 159392.1292 - val_mean_absolute_error: 377.6610 Epoch 1440/5000 148/148 [==============================] - 0s 34us/step - loss: 95345.1953 - mean_absolute_error: 265.1975 - val_loss: 159391.3767 - val_mean_absolute_error: 377.6601 Epoch 1441/5000 148/148 [==============================] - 0s 27us/step - loss: 95344.6562 - mean_absolute_error: 265.1964 - val_loss: 159390.6092 - val_mean_absolute_error: 377.6591 Epoch 1442/5000 148/148 [==============================] - 0s 34us/step - loss: 95344.1250 - mean_absolute_error: 265.1955 - val_loss: 159389.8415 - val_mean_absolute_error: 377.6581 Epoch 1443/5000 148/148 [==============================] - 0s 34us/step - loss: 95343.5938 - mean_absolute_error: 265.1945 - val_loss: 159389.1050 - val_mean_absolute_error: 377.6571 Epoch 1444/5000 148/148 [==============================] - 0s 27us/step - loss: 95343.0781 - mean_absolute_error: 265.1935 - val_loss: 159388.3527 - val_mean_absolute_error: 377.6561 Epoch 1445/5000 148/148 [==============================] - 0s 34us/step - loss: 95342.5312 - mean_absolute_error: 265.1925 - val_loss: 159387.6004 - val_mean_absolute_error: 377.6551 Epoch 1446/5000 148/148 [==============================] - 0s 27us/step - loss: 95342.0078 - mean_absolute_error: 265.1915 - val_loss: 159386.8485 - val_mean_absolute_error: 377.6542 Epoch 1447/5000 148/148 [==============================] - 0s 34us/step - loss: 95341.4844 - mean_absolute_error: 265.1905 - val_loss: 159386.0808 - val_mean_absolute_error: 377.6532 Epoch 1448/5000 148/148 [==============================] - 0s 34us/step - loss: 95340.9531 - mean_absolute_error: 265.1895 - val_loss: 159385.3285 - val_mean_absolute_error: 377.6523 Epoch 1449/5000 148/148 [==============================] - 0s 34us/step - loss: 95340.4219 - mean_absolute_error: 265.1885 - val_loss: 159384.5921 - val_mean_absolute_error: 377.6513 Epoch 1450/5000 148/148 [==============================] - 0s 27us/step - loss: 95339.8906 - mean_absolute_error: 265.1874 - val_loss: 159383.8090 - val_mean_absolute_error: 377.6503 Epoch 1451/5000 148/148 [==============================] - 0s 27us/step - loss: 95339.3672 - mean_absolute_error: 265.1865 - val_loss: 159383.0721 - val_mean_absolute_error: 377.6493 Epoch 1452/5000 148/148 [==============================] - 0s 34us/step - loss: 95338.8281 - mean_absolute_error: 265.1855 - val_loss: 159382.3046 - val_mean_absolute_error: 377.6484 Epoch 1453/5000 148/148 [==============================] - 0s 27us/step - loss: 95338.2969 - mean_absolute_error: 265.1845 - val_loss: 159381.5679 - val_mean_absolute_error: 377.6474 Epoch 1454/5000 148/148 [==============================] - 0s 34us/step - loss: 95337.7812 - mean_absolute_error: 265.1835 - val_loss: 159380.8158 - val_mean_absolute_error: 377.6464 Epoch 1455/5000 148/148 [==============================] - 0s 34us/step - loss: 95337.2422 - mean_absolute_error: 265.1825 - val_loss: 159380.0635 - val_mean_absolute_error: 377.6454 Epoch 1456/5000 148/148 [==============================] - 0s 34us/step - loss: 95336.7188 - mean_absolute_error: 265.1815 - val_loss: 159379.2963 - val_mean_absolute_error: 377.6445 Epoch 1457/5000 148/148 [==============================] - 0s 27us/step - loss: 95336.1953 - mean_absolute_error: 265.1805 - val_loss: 159378.5594 - val_mean_absolute_error: 377.6435 Epoch 1458/5000 148/148 [==============================] - 0s 27us/step - loss: 95335.6719 - mean_absolute_error: 265.1795 - val_loss: 159377.7917 - val_mean_absolute_error: 377.6426 Epoch 1459/5000 148/148 [==============================] - 0s 27us/step - loss: 95335.1250 - mean_absolute_error: 265.1785 - val_loss: 159377.0552 - val_mean_absolute_error: 377.6416 Epoch 1460/5000 148/148 [==============================] - 0s 27us/step - loss: 95334.6016 - mean_absolute_error: 265.1776 - val_loss: 159376.2875 - val_mean_absolute_error: 377.6406 Epoch 1461/5000 148/148 [==============================] - 0s 41us/step - loss: 95334.0781 - mean_absolute_error: 265.1765 - val_loss: 159375.5506 - val_mean_absolute_error: 377.6396 Epoch 1462/5000 148/148 [==============================] - 0s 27us/step - loss: 95333.5391 - mean_absolute_error: 265.1755 - val_loss: 159374.7829 - val_mean_absolute_error: 377.6386 Epoch 1463/5000 148/148 [==============================] - 0s 34us/step - loss: 95333.0000 - mean_absolute_error: 265.1745 - val_loss: 159374.0310 - val_mean_absolute_error: 377.6377 Epoch 1464/5000 148/148 [==============================] - 0s 27us/step - loss: 95332.4844 - mean_absolute_error: 265.1735 - val_loss: 159373.2787 - val_mean_absolute_error: 377.6368 Epoch 1465/5000 148/148 [==============================] - 0s 27us/step - loss: 95331.9531 - mean_absolute_error: 265.1725 - val_loss: 159372.5113 - val_mean_absolute_error: 377.6357 Epoch 1466/5000 148/148 [==============================] - 0s 34us/step - loss: 95331.4219 - mean_absolute_error: 265.1715 - val_loss: 159371.7746 - val_mean_absolute_error: 377.6347 Epoch 1467/5000 148/148 [==============================] - 0s 27us/step - loss: 95330.8984 - mean_absolute_error: 265.1705 - val_loss: 159371.0225 - val_mean_absolute_error: 377.6337 Epoch 1468/5000 148/148 [==============================] - 0s 27us/step - loss: 95330.3750 - mean_absolute_error: 265.1695 - val_loss: 159370.2702 - val_mean_absolute_error: 377.6328 Epoch 1469/5000 148/148 [==============================] - 0s 34us/step - loss: 95329.8281 - mean_absolute_error: 265.1685 - val_loss: 159369.5183 - val_mean_absolute_error: 377.6318 Epoch 1470/5000 148/148 [==============================] - 0s 34us/step - loss: 95329.3047 - mean_absolute_error: 265.1675 - val_loss: 159368.7660 - val_mean_absolute_error: 377.6308 Epoch 1471/5000 148/148 [==============================] - 0s 27us/step - loss: 95328.7812 - mean_absolute_error: 265.1665 - val_loss: 159367.9983 - val_mean_absolute_error: 377.6299 Epoch 1472/5000 148/148 [==============================] - 0s 41us/step - loss: 95328.2422 - mean_absolute_error: 265.1655 - val_loss: 159367.2615 - val_mean_absolute_error: 377.6289 Epoch 1473/5000 148/148 [==============================] - 0s 34us/step - loss: 95327.7109 - mean_absolute_error: 265.1645 - val_loss: 159366.4942 - val_mean_absolute_error: 377.6280 Epoch 1474/5000 148/148 [==============================] - 0s 34us/step - loss: 95327.1875 - mean_absolute_error: 265.1635 - val_loss: 159365.7419 - val_mean_absolute_error: 377.6270 Epoch 1475/5000 148/148 [==============================] - 0s 34us/step - loss: 95326.6641 - mean_absolute_error: 265.1625 - val_loss: 159364.9896 - val_mean_absolute_error: 377.6260 Epoch 1476/5000 148/148 [==============================] - 0s 27us/step - loss: 95326.1250 - mean_absolute_error: 265.1615 - val_loss: 159364.2377 - val_mean_absolute_error: 377.6251 Epoch 1477/5000 148/148 [==============================] - 0s 27us/step - loss: 95325.6016 - mean_absolute_error: 265.1605 - val_loss: 159363.4700 - val_mean_absolute_error: 377.6241 Epoch 1478/5000 148/148 [==============================] - 0s 27us/step - loss: 95325.0703 - mean_absolute_error: 265.1595 - val_loss: 159362.7333 - val_mean_absolute_error: 377.6231 Epoch 1479/5000 148/148 [==============================] - 0s 27us/step - loss: 95324.5469 - mean_absolute_error: 265.1585 - val_loss: 159361.9813 - val_mean_absolute_error: 377.6222 Epoch 1480/5000 148/148 [==============================] - 0s 34us/step - loss: 95324.0234 - mean_absolute_error: 265.1576 - val_loss: 159361.2292 - val_mean_absolute_error: 377.6212 Epoch 1481/5000 148/148 [==============================] - 0s 27us/step - loss: 95323.4922 - mean_absolute_error: 265.1566 - val_loss: 159360.4615 - val_mean_absolute_error: 377.6202 Epoch 1482/5000 148/148 [==============================] - 0s 34us/step - loss: 95322.9453 - mean_absolute_error: 265.1556 - val_loss: 159359.6938 - val_mean_absolute_error: 377.6193 Epoch 1483/5000 148/148 [==============================] - 0s 34us/step - loss: 95322.4219 - mean_absolute_error: 265.1546 - val_loss: 159358.9573 - val_mean_absolute_error: 377.6183 Epoch 1484/5000 148/148 [==============================] - 0s 27us/step - loss: 95321.9062 - mean_absolute_error: 265.1536 - val_loss: 159358.2050 - val_mean_absolute_error: 377.6173 Epoch 1485/5000 148/148 [==============================] - 0s 27us/step - loss: 95321.3750 - mean_absolute_error: 265.1526 - val_loss: 159357.4375 - val_mean_absolute_error: 377.6163 Epoch 1486/5000 148/148 [==============================] - 0s 34us/step - loss: 95320.8359 - mean_absolute_error: 265.1516 - val_loss: 159356.7162 - val_mean_absolute_error: 377.6154 Epoch 1487/5000 148/148 [==============================] - 0s 34us/step - loss: 95320.3125 - mean_absolute_error: 265.1506 - val_loss: 159355.9333 - val_mean_absolute_error: 377.6144 Epoch 1488/5000 148/148 [==============================] - 0s 27us/step - loss: 95319.7812 - mean_absolute_error: 265.1496 - val_loss: 159355.1808 - val_mean_absolute_error: 377.6134 Epoch 1489/5000 148/148 [==============================] - 0s 34us/step - loss: 95319.2500 - mean_absolute_error: 265.1486 - val_loss: 159354.4292 - val_mean_absolute_error: 377.6125 Epoch 1490/5000 148/148 [==============================] - 0s 34us/step - loss: 95318.7266 - mean_absolute_error: 265.1476 - val_loss: 159353.6767 - val_mean_absolute_error: 377.6114 Epoch 1491/5000 148/148 [==============================] - 0s 34us/step - loss: 95318.1875 - mean_absolute_error: 265.1466 - val_loss: 159352.9246 - val_mean_absolute_error: 377.6105 Epoch 1492/5000 148/148 [==============================] - 0s 34us/step - loss: 95317.6641 - mean_absolute_error: 265.1456 - val_loss: 159352.1723 - val_mean_absolute_error: 377.6095 Epoch 1493/5000 148/148 [==============================] - 0s 27us/step - loss: 95317.1250 - mean_absolute_error: 265.1446 - val_loss: 159351.4204 - val_mean_absolute_error: 377.6085 Epoch 1494/5000 148/148 [==============================] - 0s 34us/step - loss: 95316.6094 - mean_absolute_error: 265.1436 - val_loss: 159350.6683 - val_mean_absolute_error: 377.6075 Epoch 1495/5000 148/148 [==============================] - 0s 41us/step - loss: 95316.0781 - mean_absolute_error: 265.1426 - val_loss: 159349.9158 - val_mean_absolute_error: 377.6066 Epoch 1496/5000 148/148 [==============================] - 0s 27us/step - loss: 95315.5469 - mean_absolute_error: 265.1415 - val_loss: 159349.1487 - val_mean_absolute_error: 377.6056 Epoch 1497/5000 148/148 [==============================] - 0s 34us/step - loss: 95315.0234 - mean_absolute_error: 265.1406 - val_loss: 159348.4117 - val_mean_absolute_error: 377.6046 Epoch 1498/5000 148/148 [==============================] - 0s 34us/step - loss: 95314.5000 - mean_absolute_error: 265.1396 - val_loss: 159347.6442 - val_mean_absolute_error: 377.6037 Epoch 1499/5000 148/148 [==============================] - 0s 20us/step - loss: 95313.9609 - mean_absolute_error: 265.1386 - val_loss: 159346.9075 - val_mean_absolute_error: 377.6027 Epoch 1500/5000 148/148 [==============================] - 0s 34us/step - loss: 95313.4297 - mean_absolute_error: 265.1376 - val_loss: 159346.1400 - val_mean_absolute_error: 377.6017 Epoch 1501/5000 148/148 [==============================] - 0s 27us/step - loss: 95312.8984 - mean_absolute_error: 265.1366 - val_loss: 159345.3875 - val_mean_absolute_error: 377.6008 Epoch 1502/5000 148/148 [==============================] - 0s 27us/step - loss: 95312.3750 - mean_absolute_error: 265.1356 - val_loss: 159344.6354 - val_mean_absolute_error: 377.5998 Epoch 1503/5000 148/148 [==============================] - 0s 34us/step - loss: 95311.8281 - mean_absolute_error: 265.1346 - val_loss: 159343.8987 - val_mean_absolute_error: 377.5988 Epoch 1504/5000 148/148 [==============================] - 0s 34us/step - loss: 95311.3203 - mean_absolute_error: 265.1336 - val_loss: 159343.1158 - val_mean_absolute_error: 377.5979 Epoch 1505/5000 148/148 [==============================] - 0s 27us/step - loss: 95310.7812 - mean_absolute_error: 265.1326 - val_loss: 159342.3792 - val_mean_absolute_error: 377.5969 Epoch 1506/5000 148/148 [==============================] - 0s 34us/step - loss: 95310.2500 - mean_absolute_error: 265.1317 - val_loss: 159341.6117 - val_mean_absolute_error: 377.5960 Epoch 1507/5000 148/148 [==============================] - 0s 27us/step - loss: 95309.7344 - mean_absolute_error: 265.1306 - val_loss: 159340.8596 - val_mean_absolute_error: 377.5949 Epoch 1508/5000 148/148 [==============================] - 0s 34us/step - loss: 95309.1953 - mean_absolute_error: 265.1296 - val_loss: 159340.1071 - val_mean_absolute_error: 377.5940 Epoch 1509/5000 148/148 [==============================] - 0s 27us/step - loss: 95308.6641 - mean_absolute_error: 265.1286 - val_loss: 159339.3863 - val_mean_absolute_error: 377.5930 Epoch 1510/5000 148/148 [==============================] - 0s 27us/step - loss: 95308.1484 - mean_absolute_error: 265.1276 - val_loss: 159338.6183 - val_mean_absolute_error: 377.5921 Epoch 1511/5000 148/148 [==============================] - 0s 34us/step - loss: 95307.6094 - mean_absolute_error: 265.1266 - val_loss: 159337.8662 - val_mean_absolute_error: 377.5910 Epoch 1512/5000 148/148 [==============================] - 0s 34us/step - loss: 95307.0781 - mean_absolute_error: 265.1256 - val_loss: 159337.0831 - val_mean_absolute_error: 377.5900 Epoch 1513/5000 148/148 [==============================] - 0s 27us/step - loss: 95306.5391 - mean_absolute_error: 265.1246 - val_loss: 159336.3621 - val_mean_absolute_error: 377.5891 Epoch 1514/5000 148/148 [==============================] - 0s 34us/step - loss: 95306.0312 - mean_absolute_error: 265.1236 - val_loss: 159335.5790 - val_mean_absolute_error: 377.5881 Epoch 1515/5000 148/148 [==============================] - 0s 27us/step - loss: 95305.5000 - mean_absolute_error: 265.1226 - val_loss: 159334.8267 - val_mean_absolute_error: 377.5871 Epoch 1516/5000 148/148 [==============================] - 0s 34us/step - loss: 95304.9609 - mean_absolute_error: 265.1216 - val_loss: 159334.1056 - val_mean_absolute_error: 377.5862 Epoch 1517/5000 148/148 [==============================] - 0s 34us/step - loss: 95304.4297 - mean_absolute_error: 265.1206 - val_loss: 159333.3379 - val_mean_absolute_error: 377.5852 Epoch 1518/5000 148/148 [==============================] - 0s 27us/step - loss: 95303.9062 - mean_absolute_error: 265.1196 - val_loss: 159332.5704 - val_mean_absolute_error: 377.5842 Epoch 1519/5000 148/148 [==============================] - 0s 34us/step - loss: 95303.3750 - mean_absolute_error: 265.1186 - val_loss: 159331.8492 - val_mean_absolute_error: 377.5833 Epoch 1520/5000 148/148 [==============================] - 0s 20us/step - loss: 95302.8594 - mean_absolute_error: 265.1176 - val_loss: 159331.0817 - val_mean_absolute_error: 377.5823 Epoch 1521/5000 148/148 [==============================] - 0s 34us/step - loss: 95302.3281 - mean_absolute_error: 265.1166 - val_loss: 159330.3140 - val_mean_absolute_error: 377.5813 Epoch 1522/5000 148/148 [==============================] - 0s 34us/step - loss: 95301.7891 - mean_absolute_error: 265.1156 - val_loss: 159329.5463 - val_mean_absolute_error: 377.5804 Epoch 1523/5000 148/148 [==============================] - 0s 34us/step - loss: 95301.2500 - mean_absolute_error: 265.1146 - val_loss: 159328.8252 - val_mean_absolute_error: 377.5794 Epoch 1524/5000 148/148 [==============================] - 0s 27us/step - loss: 95300.7266 - mean_absolute_error: 265.1136 - val_loss: 159328.0729 - val_mean_absolute_error: 377.5784 Epoch 1525/5000 148/148 [==============================] - 0s 34us/step - loss: 95300.2109 - mean_absolute_error: 265.1126 - val_loss: 159327.2898 - val_mean_absolute_error: 377.5775 Epoch 1526/5000 148/148 [==============================] - 0s 27us/step - loss: 95299.6719 - mean_absolute_error: 265.1117 - val_loss: 159326.5533 - val_mean_absolute_error: 377.5765 Epoch 1527/5000 148/148 [==============================] - 0s 34us/step - loss: 95299.1484 - mean_absolute_error: 265.1107 - val_loss: 159325.7856 - val_mean_absolute_error: 377.5755 Epoch 1528/5000 148/148 [==============================] - 0s 27us/step - loss: 95298.6250 - mean_absolute_error: 265.1097 - val_loss: 159325.0333 - val_mean_absolute_error: 377.5746 Epoch 1529/5000 148/148 [==============================] - 0s 34us/step - loss: 95298.0859 - mean_absolute_error: 265.1087 - val_loss: 159324.3123 - val_mean_absolute_error: 377.5736 Epoch 1530/5000 148/148 [==============================] - 0s 34us/step - loss: 95297.5547 - mean_absolute_error: 265.1077 - val_loss: 159323.5292 - val_mean_absolute_error: 377.5726 Epoch 1531/5000 148/148 [==============================] - 0s 34us/step - loss: 95297.0312 - mean_absolute_error: 265.1067 - val_loss: 159322.7617 - val_mean_absolute_error: 377.5716 Epoch 1532/5000 148/148 [==============================] - 0s 27us/step - loss: 95296.4922 - mean_absolute_error: 265.1057 - val_loss: 159322.0246 - val_mean_absolute_error: 377.5707 Epoch 1533/5000 148/148 [==============================] - 0s 41us/step - loss: 95295.9609 - mean_absolute_error: 265.1047 - val_loss: 159321.2729 - val_mean_absolute_error: 377.5697 Epoch 1534/5000 148/148 [==============================] - 0s 27us/step - loss: 95295.4531 - mean_absolute_error: 265.1037 - val_loss: 159320.5206 - val_mean_absolute_error: 377.5688 Epoch 1535/5000 148/148 [==============================] - 0s 34us/step - loss: 95294.9141 - mean_absolute_error: 265.1027 - val_loss: 159319.7683 - val_mean_absolute_error: 377.5677 Epoch 1536/5000 148/148 [==============================] - 0s 27us/step - loss: 95294.3750 - mean_absolute_error: 265.1017 - val_loss: 159319.0165 - val_mean_absolute_error: 377.5667 Epoch 1537/5000 148/148 [==============================] - 0s 41us/step - loss: 95293.8594 - mean_absolute_error: 265.1007 - val_loss: 159318.2642 - val_mean_absolute_error: 377.5658 Epoch 1538/5000 148/148 [==============================] - 0s 27us/step - loss: 95293.3281 - mean_absolute_error: 265.0997 - val_loss: 159317.5119 - val_mean_absolute_error: 377.5648 Epoch 1539/5000 148/148 [==============================] - 0s 34us/step - loss: 95292.7891 - mean_absolute_error: 265.0987 - val_loss: 159316.7600 - val_mean_absolute_error: 377.5639 Epoch 1540/5000 148/148 [==============================] - 0s 27us/step - loss: 95292.2734 - mean_absolute_error: 265.0977 - val_loss: 159316.0077 - val_mean_absolute_error: 377.5629 Epoch 1541/5000 148/148 [==============================] - 0s 27us/step - loss: 95291.7422 - mean_absolute_error: 265.0966 - val_loss: 159315.2554 - val_mean_absolute_error: 377.5619 Epoch 1542/5000 148/148 [==============================] - 0s 20us/step - loss: 95291.2031 - mean_absolute_error: 265.0956 - val_loss: 159314.4879 - val_mean_absolute_error: 377.5609 Epoch 1543/5000 148/148 [==============================] - 0s 41us/step - loss: 95290.6719 - mean_absolute_error: 265.0947 - val_loss: 159313.7513 - val_mean_absolute_error: 377.5600 Epoch 1544/5000 148/148 [==============================] - 0s 27us/step - loss: 95290.1562 - mean_absolute_error: 265.0937 - val_loss: 159312.9992 - val_mean_absolute_error: 377.5590 Epoch 1545/5000 148/148 [==============================] - 0s 34us/step - loss: 95289.6250 - mean_absolute_error: 265.0927 - val_loss: 159312.2315 - val_mean_absolute_error: 377.5580 Epoch 1546/5000 148/148 [==============================] - 0s 34us/step - loss: 95289.0859 - mean_absolute_error: 265.0917 - val_loss: 159311.4950 - val_mean_absolute_error: 377.5571 Epoch 1547/5000 148/148 [==============================] - 0s 27us/step - loss: 95288.5703 - mean_absolute_error: 265.0907 - val_loss: 159310.7273 - val_mean_absolute_error: 377.5561 Epoch 1548/5000 148/148 [==============================] - 0s 27us/step - loss: 95288.0312 - mean_absolute_error: 265.0897 - val_loss: 159309.9750 - val_mean_absolute_error: 377.5551 Epoch 1549/5000 148/148 [==============================] - 0s 27us/step - loss: 95287.5078 - mean_absolute_error: 265.0887 - val_loss: 159309.2385 - val_mean_absolute_error: 377.5542 Epoch 1550/5000 148/148 [==============================] - 0s 34us/step - loss: 95286.9766 - mean_absolute_error: 265.0877 - val_loss: 159308.4708 - val_mean_absolute_error: 377.5532 Epoch 1551/5000 148/148 [==============================] - 0s 34us/step - loss: 95286.4531 - mean_absolute_error: 265.0867 - val_loss: 159307.7185 - val_mean_absolute_error: 377.5522 Epoch 1552/5000 148/148 [==============================] - 0s 34us/step - loss: 95285.9141 - mean_absolute_error: 265.0858 - val_loss: 159306.9662 - val_mean_absolute_error: 377.5512 Epoch 1553/5000 148/148 [==============================] - 0s 34us/step - loss: 95285.3750 - mean_absolute_error: 265.0847 - val_loss: 159306.1990 - val_mean_absolute_error: 377.5503 Epoch 1554/5000 148/148 [==============================] - 0s 34us/step - loss: 95284.8594 - mean_absolute_error: 265.0837 - val_loss: 159305.4621 - val_mean_absolute_error: 377.5493 Epoch 1555/5000 148/148 [==============================] - 0s 27us/step - loss: 95284.3281 - mean_absolute_error: 265.0827 - val_loss: 159304.6946 - val_mean_absolute_error: 377.5483 Epoch 1556/5000 148/148 [==============================] - 0s 34us/step - loss: 95283.8047 - mean_absolute_error: 265.0817 - val_loss: 159303.9579 - val_mean_absolute_error: 377.5473 Epoch 1557/5000 148/148 [==============================] - 0s 41us/step - loss: 95283.2734 - mean_absolute_error: 265.0807 - val_loss: 159303.1904 - val_mean_absolute_error: 377.5463 Epoch 1558/5000 148/148 [==============================] - 0s 27us/step - loss: 95282.7422 - mean_absolute_error: 265.0797 - val_loss: 159302.4381 - val_mean_absolute_error: 377.5453 Epoch 1559/5000 148/148 [==============================] - 0s 34us/step - loss: 95282.2188 - mean_absolute_error: 265.0786 - val_loss: 159301.6862 - val_mean_absolute_error: 377.5444 Epoch 1560/5000 148/148 [==============================] - 0s 27us/step - loss: 95281.6875 - mean_absolute_error: 265.0777 - val_loss: 159300.9340 - val_mean_absolute_error: 377.5434 Epoch 1561/5000 148/148 [==============================] - 0s 27us/step - loss: 95281.1641 - mean_absolute_error: 265.0767 - val_loss: 159300.1663 - val_mean_absolute_error: 377.5424 Epoch 1562/5000 148/148 [==============================] - 0s 27us/step - loss: 95280.6250 - mean_absolute_error: 265.0757 - val_loss: 159299.4296 - val_mean_absolute_error: 377.5415 Epoch 1563/5000 148/148 [==============================] - 0s 34us/step - loss: 95280.0781 - mean_absolute_error: 265.0747 - val_loss: 159298.6775 - val_mean_absolute_error: 377.5405 Epoch 1564/5000 148/148 [==============================] - 0s 27us/step - loss: 95279.5703 - mean_absolute_error: 265.0737 - val_loss: 159297.9100 - val_mean_absolute_error: 377.5395 Epoch 1565/5000 148/148 [==============================] - 0s 41us/step - loss: 95279.0391 - mean_absolute_error: 265.0727 - val_loss: 159297.1575 - val_mean_absolute_error: 377.5385 Epoch 1566/5000 148/148 [==============================] - 0s 27us/step - loss: 95278.5000 - mean_absolute_error: 265.0717 - val_loss: 159296.4058 - val_mean_absolute_error: 377.5376 Epoch 1567/5000 148/148 [==============================] - 0s 27us/step - loss: 95277.9844 - mean_absolute_error: 265.0707 - val_loss: 159295.6533 - val_mean_absolute_error: 377.5366 Epoch 1568/5000 148/148 [==============================] - 0s 34us/step - loss: 95277.4531 - mean_absolute_error: 265.0697 - val_loss: 159294.9012 - val_mean_absolute_error: 377.5357 Epoch 1569/5000 148/148 [==============================] - 0s 41us/step - loss: 95276.9219 - mean_absolute_error: 265.0687 - val_loss: 159294.1492 - val_mean_absolute_error: 377.5348 Epoch 1570/5000 148/148 [==============================] - 0s 20us/step - loss: 95276.3984 - mean_absolute_error: 265.0677 - val_loss: 159293.3971 - val_mean_absolute_error: 377.5338 Epoch 1571/5000 148/148 [==============================] - 0s 34us/step - loss: 95275.8750 - mean_absolute_error: 265.0667 - val_loss: 159292.6450 - val_mean_absolute_error: 377.5328 Epoch 1572/5000 148/148 [==============================] - 0s 27us/step - loss: 95275.3359 - mean_absolute_error: 265.0658 - val_loss: 159291.8929 - val_mean_absolute_error: 377.5319 Epoch 1573/5000 148/148 [==============================] - 0s 27us/step - loss: 95274.8203 - mean_absolute_error: 265.0648 - val_loss: 159291.1408 - val_mean_absolute_error: 377.5309 Epoch 1574/5000 148/148 [==============================] - 0s 41us/step - loss: 95274.2812 - mean_absolute_error: 265.0638 - val_loss: 159290.3729 - val_mean_absolute_error: 377.5299 Epoch 1575/5000 148/148 [==============================] - 0s 27us/step - loss: 95273.7422 - mean_absolute_error: 265.0628 - val_loss: 159289.6208 - val_mean_absolute_error: 377.5289 Epoch 1576/5000 148/148 [==============================] - 0s 27us/step - loss: 95273.2188 - mean_absolute_error: 265.0617 - val_loss: 159288.8842 - val_mean_absolute_error: 377.5279 Epoch 1577/5000 148/148 [==============================] - 0s 34us/step - loss: 95272.6953 - mean_absolute_error: 265.0608 - val_loss: 159288.1321 - val_mean_absolute_error: 377.5270 Epoch 1578/5000 148/148 [==============================] - 0s 27us/step - loss: 95272.1641 - mean_absolute_error: 265.0598 - val_loss: 159287.3644 - val_mean_absolute_error: 377.5260 Epoch 1579/5000 148/148 [==============================] - 0s 34us/step - loss: 95271.6250 - mean_absolute_error: 265.0587 - val_loss: 159286.6279 - val_mean_absolute_error: 377.5250 Epoch 1580/5000 148/148 [==============================] - 0s 27us/step - loss: 95271.1094 - mean_absolute_error: 265.0578 - val_loss: 159285.8604 - val_mean_absolute_error: 377.5241 Epoch 1581/5000 148/148 [==============================] - 0s 34us/step - loss: 95270.5781 - mean_absolute_error: 265.0568 - val_loss: 159285.1233 - val_mean_absolute_error: 377.5230 Epoch 1582/5000 148/148 [==============================] - 0s 27us/step - loss: 95270.0469 - mean_absolute_error: 265.0558 - val_loss: 159284.3717 - val_mean_absolute_error: 377.5221 Epoch 1583/5000 148/148 [==============================] - 0s 34us/step - loss: 95269.5234 - mean_absolute_error: 265.0548 - val_loss: 159283.6038 - val_mean_absolute_error: 377.5211 Epoch 1584/5000 148/148 [==============================] - 0s 27us/step - loss: 95268.9922 - mean_absolute_error: 265.0538 - val_loss: 159282.8671 - val_mean_absolute_error: 377.5202 Epoch 1585/5000 148/148 [==============================] - 0s 34us/step - loss: 95268.4688 - mean_absolute_error: 265.0528 - val_loss: 159282.0840 - val_mean_absolute_error: 377.5192 Epoch 1586/5000 148/148 [==============================] - 0s 41us/step - loss: 95267.9219 - mean_absolute_error: 265.0518 - val_loss: 159281.3475 - val_mean_absolute_error: 377.5182 Epoch 1587/5000 148/148 [==============================] - 0s 27us/step - loss: 95267.4062 - mean_absolute_error: 265.0507 - val_loss: 159280.6106 - val_mean_absolute_error: 377.5172 Epoch 1588/5000 148/148 [==============================] - 0s 34us/step - loss: 95266.8750 - mean_absolute_error: 265.0497 - val_loss: 159279.8275 - val_mean_absolute_error: 377.5163 Epoch 1589/5000 148/148 [==============================] - 0s 34us/step - loss: 95266.3359 - mean_absolute_error: 265.0488 - val_loss: 159279.1065 - val_mean_absolute_error: 377.5153 Epoch 1590/5000 148/148 [==============================] - 0s 34us/step - loss: 95265.8281 - mean_absolute_error: 265.0478 - val_loss: 159278.3387 - val_mean_absolute_error: 377.5143 Epoch 1591/5000 148/148 [==============================] - 0s 27us/step - loss: 95265.2812 - mean_absolute_error: 265.0468 - val_loss: 159277.5713 - val_mean_absolute_error: 377.5134 Epoch 1592/5000 148/148 [==============================] - 0s 34us/step - loss: 95264.7578 - mean_absolute_error: 265.0458 - val_loss: 159276.8346 - val_mean_absolute_error: 377.5124 Epoch 1593/5000 148/148 [==============================] - 0s 34us/step - loss: 95264.2344 - mean_absolute_error: 265.0448 - val_loss: 159276.0825 - val_mean_absolute_error: 377.5114 Epoch 1594/5000 148/148 [==============================] - 0s 27us/step - loss: 95263.7031 - mean_absolute_error: 265.0438 - val_loss: 159275.2992 - val_mean_absolute_error: 377.5105 Epoch 1595/5000 148/148 [==============================] - 0s 27us/step - loss: 95263.1719 - mean_absolute_error: 265.0428 - val_loss: 159274.5783 - val_mean_absolute_error: 377.5095 Epoch 1596/5000 148/148 [==============================] - 0s 34us/step - loss: 95262.6484 - mean_absolute_error: 265.0418 - val_loss: 159273.8106 - val_mean_absolute_error: 377.5085 Epoch 1597/5000 148/148 [==============================] - 0s 27us/step - loss: 95262.1250 - mean_absolute_error: 265.0408 - val_loss: 159273.0738 - val_mean_absolute_error: 377.5076 Epoch 1598/5000 148/148 [==============================] - 0s 27us/step - loss: 95261.5781 - mean_absolute_error: 265.0399 - val_loss: 159272.3060 - val_mean_absolute_error: 377.5065 Epoch 1599/5000 148/148 [==============================] - 0s 34us/step - loss: 95261.0547 - mean_absolute_error: 265.0388 - val_loss: 159271.5542 - val_mean_absolute_error: 377.5056 Epoch 1600/5000 148/148 [==============================] - 0s 34us/step - loss: 95260.5312 - mean_absolute_error: 265.0378 - val_loss: 159270.7865 - val_mean_absolute_error: 377.5046 Epoch 1601/5000 148/148 [==============================] - 0s 34us/step - loss: 95260.0000 - mean_absolute_error: 265.0368 - val_loss: 159270.0496 - val_mean_absolute_error: 377.5037 Epoch 1602/5000 148/148 [==============================] - 0s 34us/step - loss: 95259.4688 - mean_absolute_error: 265.0358 - val_loss: 159269.2977 - val_mean_absolute_error: 377.5027 Epoch 1603/5000 148/148 [==============================] - 0s 27us/step - loss: 95258.9453 - mean_absolute_error: 265.0349 - val_loss: 159268.5454 - val_mean_absolute_error: 377.5017 Epoch 1604/5000 148/148 [==============================] - 0s 27us/step - loss: 95258.4062 - mean_absolute_error: 265.0338 - val_loss: 159267.7779 - val_mean_absolute_error: 377.5007 Epoch 1605/5000 148/148 [==============================] - 0s 27us/step - loss: 95257.8750 - mean_absolute_error: 265.0328 - val_loss: 159267.0567 - val_mean_absolute_error: 377.4997 Epoch 1606/5000 148/148 [==============================] - 0s 34us/step - loss: 95257.3594 - mean_absolute_error: 265.0318 - val_loss: 159266.2737 - val_mean_absolute_error: 377.4988 Epoch 1607/5000 148/148 [==============================] - 0s 27us/step - loss: 95256.8359 - mean_absolute_error: 265.0308 - val_loss: 159265.5215 - val_mean_absolute_error: 377.4978 Epoch 1608/5000 148/148 [==============================] - 0s 34us/step - loss: 95256.2969 - mean_absolute_error: 265.0298 - val_loss: 159264.7692 - val_mean_absolute_error: 377.4968 Epoch 1609/5000 148/148 [==============================] - 0s 34us/step - loss: 95255.7656 - mean_absolute_error: 265.0288 - val_loss: 159264.0327 - val_mean_absolute_error: 377.4958 Epoch 1610/5000 148/148 [==============================] - 0s 27us/step - loss: 95255.2344 - mean_absolute_error: 265.0278 - val_loss: 159263.2650 - val_mean_absolute_error: 377.4949 Epoch 1611/5000 148/148 [==============================] - 0s 27us/step - loss: 95254.7109 - mean_absolute_error: 265.0268 - val_loss: 159262.5127 - val_mean_absolute_error: 377.4939 Epoch 1612/5000 148/148 [==============================] - 0s 34us/step - loss: 95254.1719 - mean_absolute_error: 265.0258 - val_loss: 159261.7608 - val_mean_absolute_error: 377.4929 Epoch 1613/5000 148/148 [==============================] - 0s 34us/step - loss: 95253.6641 - mean_absolute_error: 265.0248 - val_loss: 159260.9931 - val_mean_absolute_error: 377.4920 Epoch 1614/5000 148/148 [==============================] - 0s 34us/step - loss: 95253.1250 - mean_absolute_error: 265.0238 - val_loss: 159260.2563 - val_mean_absolute_error: 377.4910 Epoch 1615/5000 148/148 [==============================] - 0s 27us/step - loss: 95252.5938 - mean_absolute_error: 265.0228 - val_loss: 159259.5200 - val_mean_absolute_error: 377.4901 Epoch 1616/5000 148/148 [==============================] - 0s 27us/step - loss: 95252.0781 - mean_absolute_error: 265.0219 - val_loss: 159258.7521 - val_mean_absolute_error: 377.4891 Epoch 1617/5000 148/148 [==============================] - 0s 27us/step - loss: 95251.5312 - mean_absolute_error: 265.0208 - val_loss: 159257.9846 - val_mean_absolute_error: 377.4881 Epoch 1618/5000 148/148 [==============================] - 0s 27us/step - loss: 95251.0078 - mean_absolute_error: 265.0199 - val_loss: 159257.2477 - val_mean_absolute_error: 377.4872 Epoch 1619/5000 148/148 [==============================] - 0s 27us/step - loss: 95250.4766 - mean_absolute_error: 265.0189 - val_loss: 159256.4958 - val_mean_absolute_error: 377.4862 Epoch 1620/5000 148/148 [==============================] - 0s 41us/step - loss: 95249.9531 - mean_absolute_error: 265.0179 - val_loss: 159255.7437 - val_mean_absolute_error: 377.4852 Epoch 1621/5000 148/148 [==============================] - 0s 27us/step - loss: 95249.4141 - mean_absolute_error: 265.0169 - val_loss: 159254.9758 - val_mean_absolute_error: 377.4842 Epoch 1622/5000 148/148 [==============================] - 0s 27us/step - loss: 95248.8828 - mean_absolute_error: 265.0158 - val_loss: 159254.2396 - val_mean_absolute_error: 377.4833 Epoch 1623/5000 148/148 [==============================] - 0s 34us/step - loss: 95248.3672 - mean_absolute_error: 265.0149 - val_loss: 159253.4717 - val_mean_absolute_error: 377.4823 Epoch 1624/5000 148/148 [==============================] - 0s 34us/step - loss: 95247.8359 - mean_absolute_error: 265.0138 - val_loss: 159252.7042 - val_mean_absolute_error: 377.4814 Epoch 1625/5000 148/148 [==============================] - 0s 34us/step - loss: 95247.3047 - mean_absolute_error: 265.0129 - val_loss: 159251.9829 - val_mean_absolute_error: 377.4804 Epoch 1626/5000 148/148 [==============================] - 0s 34us/step - loss: 95246.7891 - mean_absolute_error: 265.0119 - val_loss: 159251.2308 - val_mean_absolute_error: 377.4794 Epoch 1627/5000 148/148 [==============================] - 0s 34us/step - loss: 95246.2422 - mean_absolute_error: 265.0109 - val_loss: 159250.4785 - val_mean_absolute_error: 377.4784 Epoch 1628/5000 148/148 [==============================] - 0s 27us/step - loss: 95245.7109 - mean_absolute_error: 265.0099 - val_loss: 159249.7267 - val_mean_absolute_error: 377.4774 Epoch 1629/5000 148/148 [==============================] - 0s 34us/step - loss: 95245.1953 - mean_absolute_error: 265.0089 - val_loss: 159248.9592 - val_mean_absolute_error: 377.4764 Epoch 1630/5000 148/148 [==============================] - 0s 27us/step - loss: 95244.6641 - mean_absolute_error: 265.0079 - val_loss: 159248.2221 - val_mean_absolute_error: 377.4755 Epoch 1631/5000 148/148 [==============================] - 0s 27us/step - loss: 95244.1250 - mean_absolute_error: 265.0069 - val_loss: 159247.4237 - val_mean_absolute_error: 377.4745 Epoch 1632/5000 148/148 [==============================] - 0s 41us/step - loss: 95243.5859 - mean_absolute_error: 265.0059 - val_loss: 159246.7025 - val_mean_absolute_error: 377.4735 Epoch 1633/5000 148/148 [==============================] - 0s 34us/step - loss: 95243.0781 - mean_absolute_error: 265.0048 - val_loss: 159245.9504 - val_mean_absolute_error: 377.4725 Epoch 1634/5000 148/148 [==============================] - 0s 27us/step - loss: 95242.5547 - mean_absolute_error: 265.0038 - val_loss: 159245.1981 - val_mean_absolute_error: 377.4716 Epoch 1635/5000 148/148 [==============================] - 0s 27us/step - loss: 95242.0078 - mean_absolute_error: 265.0029 - val_loss: 159244.4463 - val_mean_absolute_error: 377.4706 Epoch 1636/5000 148/148 [==============================] - 0s 34us/step - loss: 95241.4844 - mean_absolute_error: 265.0019 - val_loss: 159243.6940 - val_mean_absolute_error: 377.4696 Epoch 1637/5000 148/148 [==============================] - 0s 34us/step - loss: 95240.9531 - mean_absolute_error: 265.0009 - val_loss: 159242.9262 - val_mean_absolute_error: 377.4687 Epoch 1638/5000 148/148 [==============================] - 0s 27us/step - loss: 95240.4219 - mean_absolute_error: 264.9999 - val_loss: 159242.2052 - val_mean_absolute_error: 377.4677 Epoch 1639/5000 148/148 [==============================] - 0s 34us/step - loss: 95239.8984 - mean_absolute_error: 264.9989 - val_loss: 159241.4221 - val_mean_absolute_error: 377.4667 Epoch 1640/5000 148/148 [==============================] - 0s 27us/step - loss: 95239.3750 - mean_absolute_error: 264.9979 - val_loss: 159240.6700 - val_mean_absolute_error: 377.4658 Epoch 1641/5000 148/148 [==============================] - 0s 34us/step - loss: 95238.8516 - mean_absolute_error: 264.9969 - val_loss: 159239.9021 - val_mean_absolute_error: 377.4648 Epoch 1642/5000 148/148 [==============================] - 0s 34us/step - loss: 95238.3047 - mean_absolute_error: 264.9959 - val_loss: 159239.1658 - val_mean_absolute_error: 377.4639 Epoch 1643/5000 148/148 [==============================] - 0s 27us/step - loss: 95237.7812 - mean_absolute_error: 264.9949 - val_loss: 159238.4135 - val_mean_absolute_error: 377.4629 Epoch 1644/5000 148/148 [==============================] - 0s 34us/step - loss: 95237.2578 - mean_absolute_error: 264.9940 - val_loss: 159237.6613 - val_mean_absolute_error: 377.4619 Epoch 1645/5000 148/148 [==============================] - 0s 27us/step - loss: 95236.7266 - mean_absolute_error: 264.9929 - val_loss: 159236.8940 - val_mean_absolute_error: 377.4609 Epoch 1646/5000 148/148 [==============================] - 0s 27us/step - loss: 95236.2031 - mean_absolute_error: 264.9919 - val_loss: 159236.1725 - val_mean_absolute_error: 377.4600 Epoch 1647/5000 148/148 [==============================] - 0s 34us/step - loss: 95235.6719 - mean_absolute_error: 264.9909 - val_loss: 159235.3894 - val_mean_absolute_error: 377.4590 Epoch 1648/5000 148/148 [==============================] - 0s 34us/step - loss: 95235.1328 - mean_absolute_error: 264.9899 - val_loss: 159234.6529 - val_mean_absolute_error: 377.4580 Epoch 1649/5000 148/148 [==============================] - 0s 27us/step - loss: 95234.6172 - mean_absolute_error: 264.9889 - val_loss: 159233.9006 - val_mean_absolute_error: 377.4570 Epoch 1650/5000 148/148 [==============================] - 0s 27us/step - loss: 95234.0781 - mean_absolute_error: 264.9879 - val_loss: 159233.1329 - val_mean_absolute_error: 377.4560 Epoch 1651/5000 148/148 [==============================] - 0s 34us/step - loss: 95233.5547 - mean_absolute_error: 264.9869 - val_loss: 159232.3813 - val_mean_absolute_error: 377.4550 Epoch 1652/5000 148/148 [==============================] - 0s 27us/step - loss: 95233.0234 - mean_absolute_error: 264.9859 - val_loss: 159231.6442 - val_mean_absolute_error: 377.4541 Epoch 1653/5000 148/148 [==============================] - 0s 34us/step - loss: 95232.5000 - mean_absolute_error: 264.9849 - val_loss: 159230.8767 - val_mean_absolute_error: 377.4531 Epoch 1654/5000 148/148 [==============================] - 0s 34us/step - loss: 95231.9688 - mean_absolute_error: 264.9839 - val_loss: 159230.1244 - val_mean_absolute_error: 377.4521 Epoch 1655/5000 148/148 [==============================] - 0s 27us/step - loss: 95231.4297 - mean_absolute_error: 264.9829 - val_loss: 159229.3725 - val_mean_absolute_error: 377.4512 Epoch 1656/5000 148/148 [==============================] - 0s 34us/step - loss: 95230.9141 - mean_absolute_error: 264.9819 - val_loss: 159228.6202 - val_mean_absolute_error: 377.4502 Epoch 1657/5000 148/148 [==============================] - 0s 27us/step - loss: 95230.3828 - mean_absolute_error: 264.9809 - val_loss: 159227.8679 - val_mean_absolute_error: 377.4492 Epoch 1658/5000 148/148 [==============================] - 0s 34us/step - loss: 95229.8438 - mean_absolute_error: 264.9799 - val_loss: 159227.1315 - val_mean_absolute_error: 377.4483 Epoch 1659/5000 148/148 [==============================] - 0s 41us/step - loss: 95229.3281 - mean_absolute_error: 264.9789 - val_loss: 159226.3637 - val_mean_absolute_error: 377.4473 Epoch 1660/5000 148/148 [==============================] - 0s 34us/step - loss: 95228.7969 - mean_absolute_error: 264.9779 - val_loss: 159225.5960 - val_mean_absolute_error: 377.4463 Epoch 1661/5000 148/148 [==============================] - 0s 27us/step - loss: 95228.2500 - mean_absolute_error: 264.9769 - val_loss: 159224.8596 - val_mean_absolute_error: 377.4454 Epoch 1662/5000 148/148 [==============================] - 0s 34us/step - loss: 95227.7422 - mean_absolute_error: 264.9760 - val_loss: 159224.0921 - val_mean_absolute_error: 377.4444 Epoch 1663/5000 148/148 [==============================] - 0s 34us/step - loss: 95227.2109 - mean_absolute_error: 264.9749 - val_loss: 159223.3550 - val_mean_absolute_error: 377.4434 Epoch 1664/5000 148/148 [==============================] - 0s 27us/step - loss: 95226.6875 - mean_absolute_error: 264.9740 - val_loss: 159222.5875 - val_mean_absolute_error: 377.4425 Epoch 1665/5000 148/148 [==============================] - 0s 27us/step - loss: 95226.1406 - mean_absolute_error: 264.9730 - val_loss: 159221.8510 - val_mean_absolute_error: 377.4415 Epoch 1666/5000 148/148 [==============================] - 0s 27us/step - loss: 95225.6250 - mean_absolute_error: 264.9720 - val_loss: 159221.0833 - val_mean_absolute_error: 377.4406 Epoch 1667/5000 148/148 [==============================] - 0s 27us/step - loss: 95225.0938 - mean_absolute_error: 264.9710 - val_loss: 159220.3312 - val_mean_absolute_error: 377.4395 Epoch 1668/5000 148/148 [==============================] - 0s 34us/step - loss: 95224.5625 - mean_absolute_error: 264.9699 - val_loss: 159219.5946 - val_mean_absolute_error: 377.4386 Epoch 1669/5000 148/148 [==============================] - 0s 27us/step - loss: 95224.0312 - mean_absolute_error: 264.9690 - val_loss: 159218.8425 - val_mean_absolute_error: 377.4376 Epoch 1670/5000 148/148 [==============================] - 0s 34us/step - loss: 95223.5000 - mean_absolute_error: 264.9680 - val_loss: 159218.0746 - val_mean_absolute_error: 377.4367 Epoch 1671/5000 148/148 [==============================] - 0s 34us/step - loss: 95222.9766 - mean_absolute_error: 264.9670 - val_loss: 159217.3383 - val_mean_absolute_error: 377.4357 Epoch 1672/5000 148/148 [==============================] - 0s 27us/step - loss: 95222.4688 - mean_absolute_error: 264.9660 - val_loss: 159216.5704 - val_mean_absolute_error: 377.4347 Epoch 1673/5000 148/148 [==============================] - 0s 34us/step - loss: 95221.9219 - mean_absolute_error: 264.9649 - val_loss: 159215.8337 - val_mean_absolute_error: 377.4337 Epoch 1674/5000 148/148 [==============================] - 0s 34us/step - loss: 95221.3984 - mean_absolute_error: 264.9640 - val_loss: 159215.0663 - val_mean_absolute_error: 377.4327 Epoch 1675/5000 148/148 [==============================] - 0s 20us/step - loss: 95220.8750 - mean_absolute_error: 264.9630 - val_loss: 159214.3142 - val_mean_absolute_error: 377.4318 Epoch 1676/5000 148/148 [==============================] - 0s 27us/step - loss: 95220.3359 - mean_absolute_error: 264.9620 - val_loss: 159213.5621 - val_mean_absolute_error: 377.4308 Epoch 1677/5000 148/148 [==============================] - 0s 34us/step - loss: 95219.8047 - mean_absolute_error: 264.9610 - val_loss: 159212.8096 - val_mean_absolute_error: 377.4298 Epoch 1678/5000 148/148 [==============================] - 0s 34us/step - loss: 95219.2734 - mean_absolute_error: 264.9600 - val_loss: 159212.0425 - val_mean_absolute_error: 377.4289 Epoch 1679/5000 148/148 [==============================] - 0s 34us/step - loss: 95218.7500 - mean_absolute_error: 264.9589 - val_loss: 159211.3054 - val_mean_absolute_error: 377.4279 Epoch 1680/5000 148/148 [==============================] - 0s 27us/step - loss: 95218.2266 - mean_absolute_error: 264.9579 - val_loss: 159210.5379 - val_mean_absolute_error: 377.4269 Epoch 1681/5000 148/148 [==============================] - 0s 27us/step - loss: 95217.6875 - mean_absolute_error: 264.9570 - val_loss: 159209.8012 - val_mean_absolute_error: 377.4259 Epoch 1682/5000 148/148 [==============================] - 0s 34us/step - loss: 95217.1719 - mean_absolute_error: 264.9560 - val_loss: 159209.0338 - val_mean_absolute_error: 377.4250 Epoch 1683/5000 148/148 [==============================] - 0s 34us/step - loss: 95216.6328 - mean_absolute_error: 264.9550 - val_loss: 159208.2815 - val_mean_absolute_error: 377.4240 Epoch 1684/5000 148/148 [==============================] - 0s 27us/step - loss: 95216.0938 - mean_absolute_error: 264.9540 - val_loss: 159207.5450 - val_mean_absolute_error: 377.4230 Epoch 1685/5000 148/148 [==============================] - 0s 34us/step - loss: 95215.5781 - mean_absolute_error: 264.9530 - val_loss: 159206.7773 - val_mean_absolute_error: 377.4221 Epoch 1686/5000 148/148 [==============================] - 0s 34us/step - loss: 95215.0469 - mean_absolute_error: 264.9520 - val_loss: 159206.0096 - val_mean_absolute_error: 377.4211 Epoch 1687/5000 148/148 [==============================] - 0s 27us/step - loss: 95214.5156 - mean_absolute_error: 264.9510 - val_loss: 159205.2729 - val_mean_absolute_error: 377.4201 Epoch 1688/5000 148/148 [==============================] - 0s 27us/step - loss: 95213.9766 - mean_absolute_error: 264.9500 - val_loss: 159204.5208 - val_mean_absolute_error: 377.4192 Epoch 1689/5000 148/148 [==============================] - 0s 41us/step - loss: 95213.4688 - mean_absolute_error: 264.9490 - val_loss: 159203.7842 - val_mean_absolute_error: 377.4182 Epoch 1690/5000 148/148 [==============================] - 0s 27us/step - loss: 95212.9297 - mean_absolute_error: 264.9481 - val_loss: 159203.0010 - val_mean_absolute_error: 377.4172 Epoch 1691/5000 148/148 [==============================] - 0s 41us/step - loss: 95212.3984 - mean_absolute_error: 264.9470 - val_loss: 159202.2800 - val_mean_absolute_error: 377.4162 Epoch 1692/5000 148/148 [==============================] - 0s 27us/step - loss: 95211.8750 - mean_absolute_error: 264.9460 - val_loss: 159201.5123 - val_mean_absolute_error: 377.4153 Epoch 1693/5000 148/148 [==============================] - 0s 34us/step - loss: 95211.3438 - mean_absolute_error: 264.9450 - val_loss: 159200.7446 - val_mean_absolute_error: 377.4143 Epoch 1694/5000 148/148 [==============================] - 0s 34us/step - loss: 95210.8203 - mean_absolute_error: 264.9440 - val_loss: 159199.9927 - val_mean_absolute_error: 377.4133 Epoch 1695/5000 148/148 [==============================] - 0s 34us/step - loss: 95210.2969 - mean_absolute_error: 264.9431 - val_loss: 159199.2558 - val_mean_absolute_error: 377.4123 Epoch 1696/5000 148/148 [==============================] - 0s 27us/step - loss: 95209.7656 - mean_absolute_error: 264.9420 - val_loss: 159198.4883 - val_mean_absolute_error: 377.4114 Epoch 1697/5000 148/148 [==============================] - 0s 27us/step - loss: 95209.2266 - mean_absolute_error: 264.9410 - val_loss: 159197.7517 - val_mean_absolute_error: 377.4104 Epoch 1698/5000 148/148 [==============================] - 0s 27us/step - loss: 95208.7109 - mean_absolute_error: 264.9400 - val_loss: 159196.9996 - val_mean_absolute_error: 377.4094 Epoch 1699/5000 148/148 [==============================] - 0s 34us/step - loss: 95208.1797 - mean_absolute_error: 264.9390 - val_loss: 159196.2473 - val_mean_absolute_error: 377.4084 Epoch 1700/5000 148/148 [==============================] - 0s 27us/step - loss: 95207.6484 - mean_absolute_error: 264.9380 - val_loss: 159195.4796 - val_mean_absolute_error: 377.4074 Epoch 1701/5000 148/148 [==============================] - 0s 34us/step - loss: 95207.1172 - mean_absolute_error: 264.9370 - val_loss: 159194.7431 - val_mean_absolute_error: 377.4065 Epoch 1702/5000 148/148 [==============================] - 0s 41us/step - loss: 95206.5938 - mean_absolute_error: 264.9360 - val_loss: 159193.9754 - val_mean_absolute_error: 377.4055 Epoch 1703/5000 148/148 [==============================] - 0s 34us/step - loss: 95206.0547 - mean_absolute_error: 264.9350 - val_loss: 159193.2385 - val_mean_absolute_error: 377.4045 Epoch 1704/5000 148/148 [==============================] - 0s 27us/step - loss: 95205.5234 - mean_absolute_error: 264.9340 - val_loss: 159192.4713 - val_mean_absolute_error: 377.4036 Epoch 1705/5000 148/148 [==============================] - 0s 27us/step - loss: 95205.0078 - mean_absolute_error: 264.9330 - val_loss: 159191.7190 - val_mean_absolute_error: 377.4027 Epoch 1706/5000 148/148 [==============================] - 0s 41us/step - loss: 95204.4766 - mean_absolute_error: 264.9320 - val_loss: 159190.9667 - val_mean_absolute_error: 377.4017 Epoch 1707/5000 148/148 [==============================] - 0s 34us/step - loss: 95203.9453 - mean_absolute_error: 264.9310 - val_loss: 159190.2304 - val_mean_absolute_error: 377.4007 Epoch 1708/5000 148/148 [==============================] - 0s 27us/step - loss: 95203.4219 - mean_absolute_error: 264.9301 - val_loss: 159189.4625 - val_mean_absolute_error: 377.3997 Epoch 1709/5000 148/148 [==============================] - 0s 34us/step - loss: 95202.8906 - mean_absolute_error: 264.9290 - val_loss: 159188.7104 - val_mean_absolute_error: 377.3988 Epoch 1710/5000 148/148 [==============================] - 0s 27us/step - loss: 95202.3516 - mean_absolute_error: 264.9281 - val_loss: 159187.9583 - val_mean_absolute_error: 377.3978 Epoch 1711/5000 148/148 [==============================] - 0s 34us/step - loss: 95201.8438 - mean_absolute_error: 264.9271 - val_loss: 159187.2062 - val_mean_absolute_error: 377.3969 Epoch 1712/5000 148/148 [==============================] - 0s 41us/step - loss: 95201.3125 - mean_absolute_error: 264.9261 - val_loss: 159186.4542 - val_mean_absolute_error: 377.3959 Epoch 1713/5000 148/148 [==============================] - 0s 27us/step - loss: 95200.7734 - mean_absolute_error: 264.9251 - val_loss: 159185.6862 - val_mean_absolute_error: 377.3949 Epoch 1714/5000 148/148 [==============================] - 0s 27us/step - loss: 95200.2266 - mean_absolute_error: 264.9240 - val_loss: 159184.9500 - val_mean_absolute_error: 377.3939 Epoch 1715/5000 148/148 [==============================] - 0s 34us/step - loss: 95199.7266 - mean_absolute_error: 264.9231 - val_loss: 159184.1975 - val_mean_absolute_error: 377.3929 Epoch 1716/5000 148/148 [==============================] - 0s 41us/step - loss: 95199.1875 - mean_absolute_error: 264.9221 - val_loss: 159183.4300 - val_mean_absolute_error: 377.3920 Epoch 1717/5000 148/148 [==============================] - 0s 34us/step - loss: 95198.6562 - mean_absolute_error: 264.9211 - val_loss: 159182.7087 - val_mean_absolute_error: 377.3910 Epoch 1718/5000 148/148 [==============================] - 0s 27us/step - loss: 95198.1328 - mean_absolute_error: 264.9201 - val_loss: 159181.9258 - val_mean_absolute_error: 377.3900 Epoch 1719/5000 148/148 [==============================] - 0s 41us/step - loss: 95197.5938 - mean_absolute_error: 264.9191 - val_loss: 159181.1737 - val_mean_absolute_error: 377.3890 Epoch 1720/5000 148/148 [==============================] - 0s 34us/step - loss: 95197.0703 - mean_absolute_error: 264.9181 - val_loss: 159180.4371 - val_mean_absolute_error: 377.3881 Epoch 1721/5000 148/148 [==============================] - 0s 41us/step - loss: 95196.5469 - mean_absolute_error: 264.9171 - val_loss: 159179.6850 - val_mean_absolute_error: 377.3871 Epoch 1722/5000 148/148 [==============================] - 0s 34us/step - loss: 95196.0234 - mean_absolute_error: 264.9161 - val_loss: 159178.9171 - val_mean_absolute_error: 377.3861 Epoch 1723/5000 148/148 [==============================] - 0s 27us/step - loss: 95195.4844 - mean_absolute_error: 264.9151 - val_loss: 159178.1808 - val_mean_absolute_error: 377.3852 Epoch 1724/5000 148/148 [==============================] - 0s 27us/step - loss: 95194.9688 - mean_absolute_error: 264.9141 - val_loss: 159177.4285 - val_mean_absolute_error: 377.3842 Epoch 1725/5000 148/148 [==============================] - 0s 34us/step - loss: 95194.4297 - mean_absolute_error: 264.9130 - val_loss: 159176.6762 - val_mean_absolute_error: 377.3832 Epoch 1726/5000 148/148 [==============================] - 0s 27us/step - loss: 95193.8906 - mean_absolute_error: 264.9120 - val_loss: 159175.9085 - val_mean_absolute_error: 377.3822 Epoch 1727/5000 148/148 [==============================] - 0s 41us/step - loss: 95193.3750 - mean_absolute_error: 264.9110 - val_loss: 159175.1567 - val_mean_absolute_error: 377.3813 Epoch 1728/5000 148/148 [==============================] - 0s 27us/step - loss: 95192.8438 - mean_absolute_error: 264.9101 - val_loss: 159174.4198 - val_mean_absolute_error: 377.3803 Epoch 1729/5000 148/148 [==============================] - 0s 34us/step - loss: 95192.3203 - mean_absolute_error: 264.9091 - val_loss: 159173.6367 - val_mean_absolute_error: 377.3793 Epoch 1730/5000 148/148 [==============================] - 0s 27us/step - loss: 95191.7812 - mean_absolute_error: 264.9081 - val_loss: 159172.9156 - val_mean_absolute_error: 377.3784 Epoch 1731/5000 148/148 [==============================] - 0s 27us/step - loss: 95191.2656 - mean_absolute_error: 264.9071 - val_loss: 159172.1479 - val_mean_absolute_error: 377.3774 Epoch 1732/5000 148/148 [==============================] - 0s 34us/step - loss: 95190.7266 - mean_absolute_error: 264.9061 - val_loss: 159171.3958 - val_mean_absolute_error: 377.3764 Epoch 1733/5000 148/148 [==============================] - 0s 34us/step - loss: 95190.2031 - mean_absolute_error: 264.9051 - val_loss: 159170.6437 - val_mean_absolute_error: 377.3755 Epoch 1734/5000 148/148 [==============================] - 0s 27us/step - loss: 95189.6719 - mean_absolute_error: 264.9041 - val_loss: 159169.8917 - val_mean_absolute_error: 377.3745 Epoch 1735/5000 148/148 [==============================] - 0s 34us/step - loss: 95189.1484 - mean_absolute_error: 264.9031 - val_loss: 159169.1240 - val_mean_absolute_error: 377.3735 Epoch 1736/5000 148/148 [==============================] - 0s 34us/step - loss: 95188.6172 - mean_absolute_error: 264.9022 - val_loss: 159168.3875 - val_mean_absolute_error: 377.3726 Epoch 1737/5000 148/148 [==============================] - 0s 34us/step - loss: 95188.0859 - mean_absolute_error: 264.9011 - val_loss: 159167.6198 - val_mean_absolute_error: 377.3716 Epoch 1738/5000 148/148 [==============================] - 0s 27us/step - loss: 95187.5703 - mean_absolute_error: 264.9001 - val_loss: 159166.8675 - val_mean_absolute_error: 377.3706 Epoch 1739/5000 148/148 [==============================] - 0s 34us/step - loss: 95187.0312 - mean_absolute_error: 264.8991 - val_loss: 159166.1154 - val_mean_absolute_error: 377.3697 Epoch 1740/5000 148/148 [==============================] - 0s 27us/step - loss: 95186.4922 - mean_absolute_error: 264.8981 - val_loss: 159165.3633 - val_mean_absolute_error: 377.3686 Epoch 1741/5000 148/148 [==============================] - 0s 34us/step - loss: 95185.9766 - mean_absolute_error: 264.8971 - val_loss: 159164.6112 - val_mean_absolute_error: 377.3676 Epoch 1742/5000 148/148 [==============================] - 0s 34us/step - loss: 95185.4453 - mean_absolute_error: 264.8961 - val_loss: 159163.8588 - val_mean_absolute_error: 377.3666 Epoch 1743/5000 148/148 [==============================] - 0s 34us/step - loss: 95184.9141 - mean_absolute_error: 264.8951 - val_loss: 159163.1071 - val_mean_absolute_error: 377.3657 Epoch 1744/5000 148/148 [==============================] - 0s 27us/step - loss: 95184.3906 - mean_absolute_error: 264.8941 - val_loss: 159162.3702 - val_mean_absolute_error: 377.3647 Epoch 1745/5000 148/148 [==============================] - 0s 34us/step - loss: 95183.8594 - mean_absolute_error: 264.8932 - val_loss: 159161.5871 - val_mean_absolute_error: 377.3638 Epoch 1746/5000 148/148 [==============================] - 0s 41us/step - loss: 95183.3281 - mean_absolute_error: 264.8921 - val_loss: 159160.8506 - val_mean_absolute_error: 377.3628 Epoch 1747/5000 148/148 [==============================] - 0s 27us/step - loss: 95182.8125 - mean_absolute_error: 264.8911 - val_loss: 159160.0983 - val_mean_absolute_error: 377.3618 Epoch 1748/5000 148/148 [==============================] - 0s 27us/step - loss: 95182.2734 - mean_absolute_error: 264.8901 - val_loss: 159159.3308 - val_mean_absolute_error: 377.3608 Epoch 1749/5000 148/148 [==============================] - 0s 34us/step - loss: 95181.7422 - mean_absolute_error: 264.8891 - val_loss: 159158.5942 - val_mean_absolute_error: 377.3599 Epoch 1750/5000 148/148 [==============================] - 0s 27us/step - loss: 95181.2266 - mean_absolute_error: 264.8881 - val_loss: 159157.8575 - val_mean_absolute_error: 377.3589 Epoch 1751/5000 148/148 [==============================] - 0s 27us/step - loss: 95180.6875 - mean_absolute_error: 264.8871 - val_loss: 159157.0742 - val_mean_absolute_error: 377.3580 Epoch 1752/5000 148/148 [==============================] - 0s 27us/step - loss: 95180.1562 - mean_absolute_error: 264.8861 - val_loss: 159156.3221 - val_mean_absolute_error: 377.3570 Epoch 1753/5000 148/148 [==============================] - 0s 27us/step - loss: 95179.6328 - mean_absolute_error: 264.8851 - val_loss: 159155.5854 - val_mean_absolute_error: 377.3561 Epoch 1754/5000 148/148 [==============================] - 0s 34us/step - loss: 95179.1094 - mean_absolute_error: 264.8842 - val_loss: 159154.8333 - val_mean_absolute_error: 377.3551 Epoch 1755/5000 148/148 [==============================] - 0s 27us/step - loss: 95178.5703 - mean_absolute_error: 264.8831 - val_loss: 159154.0812 - val_mean_absolute_error: 377.3541 Epoch 1756/5000 148/148 [==============================] - 0s 27us/step - loss: 95178.0312 - mean_absolute_error: 264.8822 - val_loss: 159153.3292 - val_mean_absolute_error: 377.3531 Epoch 1757/5000 148/148 [==============================] - 0s 34us/step - loss: 95177.5234 - mean_absolute_error: 264.8812 - val_loss: 159152.5771 - val_mean_absolute_error: 377.3522 Epoch 1758/5000 148/148 [==============================] - 0s 27us/step - loss: 95176.9844 - mean_absolute_error: 264.8802 - val_loss: 159151.8092 - val_mean_absolute_error: 377.3512 Epoch 1759/5000 148/148 [==============================] - 0s 41us/step - loss: 95176.4453 - mean_absolute_error: 264.8792 - val_loss: 159151.0575 - val_mean_absolute_error: 377.3502 Epoch 1760/5000 148/148 [==============================] - 0s 20us/step - loss: 95175.9375 - mean_absolute_error: 264.8782 - val_loss: 159150.3206 - val_mean_absolute_error: 377.3492 Epoch 1761/5000 148/148 [==============================] - 0s 34us/step - loss: 95175.4062 - mean_absolute_error: 264.8772 - val_loss: 159149.5529 - val_mean_absolute_error: 377.3483 Epoch 1762/5000 148/148 [==============================] - 0s 27us/step - loss: 95174.8750 - mean_absolute_error: 264.8762 - val_loss: 159148.8010 - val_mean_absolute_error: 377.3473 Epoch 1763/5000 148/148 [==============================] - 0s 27us/step - loss: 95174.3516 - mean_absolute_error: 264.8752 - val_loss: 159148.0487 - val_mean_absolute_error: 377.3463 Epoch 1764/5000 148/148 [==============================] - 0s 34us/step - loss: 95173.8203 - mean_absolute_error: 264.8742 - val_loss: 159147.2967 - val_mean_absolute_error: 377.3454 Epoch 1765/5000 148/148 [==============================] - 0s 41us/step - loss: 95173.2812 - mean_absolute_error: 264.8732 - val_loss: 159146.5287 - val_mean_absolute_error: 377.3443 Epoch 1766/5000 148/148 [==============================] - 0s 34us/step - loss: 95172.7578 - mean_absolute_error: 264.8722 - val_loss: 159145.8079 - val_mean_absolute_error: 377.3434 Epoch 1767/5000 148/148 [==============================] - 0s 27us/step - loss: 95172.2344 - mean_absolute_error: 264.8712 - val_loss: 159145.0248 - val_mean_absolute_error: 377.3424 Epoch 1768/5000 148/148 [==============================] - 0s 27us/step - loss: 95171.6953 - mean_absolute_error: 264.8702 - val_loss: 159144.2879 - val_mean_absolute_error: 377.3414 Epoch 1769/5000 148/148 [==============================] - 0s 27us/step - loss: 95171.1719 - mean_absolute_error: 264.8692 - val_loss: 159143.5360 - val_mean_absolute_error: 377.3405 Epoch 1770/5000 148/148 [==============================] - 0s 41us/step - loss: 95170.6484 - mean_absolute_error: 264.8682 - val_loss: 159142.7838 - val_mean_absolute_error: 377.3395 Epoch 1771/5000 148/148 [==============================] - 0s 34us/step - loss: 95170.1250 - mean_absolute_error: 264.8671 - val_loss: 159142.0160 - val_mean_absolute_error: 377.3385 Epoch 1772/5000 148/148 [==============================] - 0s 34us/step - loss: 95169.5859 - mean_absolute_error: 264.8661 - val_loss: 159141.2950 - val_mean_absolute_error: 377.3376 Epoch 1773/5000 148/148 [==============================] - 0s 27us/step - loss: 95169.0703 - mean_absolute_error: 264.8652 - val_loss: 159140.5275 - val_mean_absolute_error: 377.3366 Epoch 1774/5000 148/148 [==============================] - 0s 27us/step - loss: 95168.5312 - mean_absolute_error: 264.8642 - val_loss: 159139.7596 - val_mean_absolute_error: 377.3356 Epoch 1775/5000 148/148 [==============================] - 0s 34us/step - loss: 95168.0078 - mean_absolute_error: 264.8632 - val_loss: 159139.0075 - val_mean_absolute_error: 377.3346 Epoch 1776/5000 148/148 [==============================] - 0s 34us/step - loss: 95167.4688 - mean_absolute_error: 264.8622 - val_loss: 159138.2710 - val_mean_absolute_error: 377.3337 Epoch 1777/5000 148/148 [==============================] - 0s 34us/step - loss: 95166.9453 - mean_absolute_error: 264.8612 - val_loss: 159137.5187 - val_mean_absolute_error: 377.3327 Epoch 1778/5000 148/148 [==============================] - 0s 34us/step - loss: 95166.4141 - mean_absolute_error: 264.8602 - val_loss: 159136.7510 - val_mean_absolute_error: 377.3318 Epoch 1779/5000 148/148 [==============================] - 0s 34us/step - loss: 95165.8828 - mean_absolute_error: 264.8592 - val_loss: 159136.0146 - val_mean_absolute_error: 377.3308 Epoch 1780/5000 148/148 [==============================] - 0s 34us/step - loss: 95165.3672 - mean_absolute_error: 264.8582 - val_loss: 159135.2623 - val_mean_absolute_error: 377.3298 Epoch 1781/5000 148/148 [==============================] - 0s 27us/step - loss: 95164.8281 - mean_absolute_error: 264.8572 - val_loss: 159134.4946 - val_mean_absolute_error: 377.3289 Epoch 1782/5000 148/148 [==============================] - 0s 34us/step - loss: 95164.2969 - mean_absolute_error: 264.8563 - val_loss: 159133.7583 - val_mean_absolute_error: 377.3279 Epoch 1783/5000 148/148 [==============================] - 0s 27us/step - loss: 95163.7734 - mean_absolute_error: 264.8552 - val_loss: 159132.9904 - val_mean_absolute_error: 377.3269 Epoch 1784/5000 148/148 [==============================] - 0s 27us/step - loss: 95163.2422 - mean_absolute_error: 264.8542 - val_loss: 159132.2229 - val_mean_absolute_error: 377.3259 Epoch 1785/5000 148/148 [==============================] - 0s 34us/step - loss: 95162.7188 - mean_absolute_error: 264.8532 - val_loss: 159131.4862 - val_mean_absolute_error: 377.3250 Epoch 1786/5000 148/148 [==============================] - 0s 34us/step - loss: 95162.1953 - mean_absolute_error: 264.8522 - val_loss: 159130.7342 - val_mean_absolute_error: 377.3240 Epoch 1787/5000 148/148 [==============================] - 0s 27us/step - loss: 95161.6719 - mean_absolute_error: 264.8513 - val_loss: 159129.9821 - val_mean_absolute_error: 377.3230 Epoch 1788/5000 148/148 [==============================] - 0s 34us/step - loss: 95161.1328 - mean_absolute_error: 264.8502 - val_loss: 159129.2296 - val_mean_absolute_error: 377.3220 Epoch 1789/5000 148/148 [==============================] - 0s 27us/step - loss: 95160.6016 - mean_absolute_error: 264.8492 - val_loss: 159128.4779 - val_mean_absolute_error: 377.3210 Epoch 1790/5000 148/148 [==============================] - 0s 41us/step - loss: 95160.0781 - mean_absolute_error: 264.8482 - val_loss: 159127.7254 - val_mean_absolute_error: 377.3201 Epoch 1791/5000 148/148 [==============================] - 0s 27us/step - loss: 95159.5469 - mean_absolute_error: 264.8472 - val_loss: 159126.9733 - val_mean_absolute_error: 377.3191 Epoch 1792/5000 148/148 [==============================] - 0s 34us/step - loss: 95159.0156 - mean_absolute_error: 264.8462 - val_loss: 159126.2058 - val_mean_absolute_error: 377.3182 Epoch 1793/5000 148/148 [==============================] - 0s 27us/step - loss: 95158.4922 - mean_absolute_error: 264.8452 - val_loss: 159125.4692 - val_mean_absolute_error: 377.3172 Epoch 1794/5000 148/148 [==============================] - 0s 34us/step - loss: 95157.9609 - mean_absolute_error: 264.8442 - val_loss: 159124.7015 - val_mean_absolute_error: 377.3162 Epoch 1795/5000 148/148 [==============================] - 0s 41us/step - loss: 95157.4297 - mean_absolute_error: 264.8432 - val_loss: 159123.9650 - val_mean_absolute_error: 377.3152 Epoch 1796/5000 148/148 [==============================] - 0s 27us/step - loss: 95156.9141 - mean_absolute_error: 264.8422 - val_loss: 159123.1975 - val_mean_absolute_error: 377.3142 Epoch 1797/5000 148/148 [==============================] - 0s 34us/step - loss: 95156.3750 - mean_absolute_error: 264.8412 - val_loss: 159122.4450 - val_mean_absolute_error: 377.3133 Epoch 1798/5000 148/148 [==============================] - 0s 27us/step - loss: 95155.8516 - mean_absolute_error: 264.8402 - val_loss: 159121.7242 - val_mean_absolute_error: 377.3123 Epoch 1799/5000 148/148 [==============================] - 0s 34us/step - loss: 95155.3203 - mean_absolute_error: 264.8393 - val_loss: 159120.9565 - val_mean_absolute_error: 377.3113 Epoch 1800/5000 148/148 [==============================] - 0s 34us/step - loss: 95154.7891 - mean_absolute_error: 264.8383 - val_loss: 159120.2042 - val_mean_absolute_error: 377.3104 Epoch 1801/5000 148/148 [==============================] - 0s 34us/step - loss: 95154.2656 - mean_absolute_error: 264.8372 - val_loss: 159119.4523 - val_mean_absolute_error: 377.3095 Epoch 1802/5000 148/148 [==============================] - 0s 27us/step - loss: 95153.7344 - mean_absolute_error: 264.8363 - val_loss: 159118.6846 - val_mean_absolute_error: 377.3085 Epoch 1803/5000 148/148 [==============================] - 0s 34us/step - loss: 95153.2031 - mean_absolute_error: 264.8353 - val_loss: 159117.9477 - val_mean_absolute_error: 377.3075 Epoch 1804/5000 148/148 [==============================] - 0s 34us/step - loss: 95152.6719 - mean_absolute_error: 264.8343 - val_loss: 159117.1800 - val_mean_absolute_error: 377.3065 Epoch 1805/5000 148/148 [==============================] - 0s 27us/step - loss: 95152.1406 - mean_absolute_error: 264.8333 - val_loss: 159116.4438 - val_mean_absolute_error: 377.3056 Epoch 1806/5000 148/148 [==============================] - 0s 34us/step - loss: 95151.6172 - mean_absolute_error: 264.8323 - val_loss: 159115.6913 - val_mean_absolute_error: 377.3046 Epoch 1807/5000 148/148 [==============================] - 0s 34us/step - loss: 95151.0938 - mean_absolute_error: 264.8313 - val_loss: 159114.9237 - val_mean_absolute_error: 377.3036 Epoch 1808/5000 148/148 [==============================] - 0s 27us/step - loss: 95150.5547 - mean_absolute_error: 264.8303 - val_loss: 159114.1719 - val_mean_absolute_error: 377.3027 Epoch 1809/5000 148/148 [==============================] - 0s 34us/step - loss: 95150.0312 - mean_absolute_error: 264.8293 - val_loss: 159113.4196 - val_mean_absolute_error: 377.3017 Epoch 1810/5000 148/148 [==============================] - 0s 34us/step - loss: 95149.5078 - mean_absolute_error: 264.8283 - val_loss: 159112.6673 - val_mean_absolute_error: 377.3007 Epoch 1811/5000 148/148 [==============================] - 0s 27us/step - loss: 95148.9766 - mean_absolute_error: 264.8273 - val_loss: 159111.9154 - val_mean_absolute_error: 377.2998 Epoch 1812/5000 148/148 [==============================] - 0s 34us/step - loss: 95148.4609 - mean_absolute_error: 264.8263 - val_loss: 159111.1631 - val_mean_absolute_error: 377.2987 Epoch 1813/5000 148/148 [==============================] - 0s 27us/step - loss: 95147.9219 - mean_absolute_error: 264.8253 - val_loss: 159110.4108 - val_mean_absolute_error: 377.2977 Epoch 1814/5000 148/148 [==============================] - 0s 34us/step - loss: 95147.3906 - mean_absolute_error: 264.8243 - val_loss: 159109.6744 - val_mean_absolute_error: 377.2968 Epoch 1815/5000 148/148 [==============================] - 0s 34us/step - loss: 95146.8750 - mean_absolute_error: 264.8233 - val_loss: 159108.9221 - val_mean_absolute_error: 377.2958 Epoch 1816/5000 148/148 [==============================] - 0s 34us/step - loss: 95146.3281 - mean_absolute_error: 264.8223 - val_loss: 159108.1392 - val_mean_absolute_error: 377.2948 Epoch 1817/5000 148/148 [==============================] - 0s 27us/step - loss: 95145.8047 - mean_absolute_error: 264.8213 - val_loss: 159107.4023 - val_mean_absolute_error: 377.2939 Epoch 1818/5000 148/148 [==============================] - 0s 34us/step - loss: 95145.2734 - mean_absolute_error: 264.8203 - val_loss: 159106.6504 - val_mean_absolute_error: 377.2929 Epoch 1819/5000 148/148 [==============================] - 0s 27us/step - loss: 95144.7500 - mean_absolute_error: 264.8193 - val_loss: 159105.8829 - val_mean_absolute_error: 377.2919 Epoch 1820/5000 148/148 [==============================] - 0s 27us/step - loss: 95144.2188 - mean_absolute_error: 264.8183 - val_loss: 159105.1304 - val_mean_absolute_error: 377.2910 Epoch 1821/5000 148/148 [==============================] - 0s 27us/step - loss: 95143.6875 - mean_absolute_error: 264.8173 - val_loss: 159104.3942 - val_mean_absolute_error: 377.2900 Epoch 1822/5000 148/148 [==============================] - 0s 34us/step - loss: 95143.1719 - mean_absolute_error: 264.8163 - val_loss: 159103.6263 - val_mean_absolute_error: 377.2890 Epoch 1823/5000 148/148 [==============================] - 0s 27us/step - loss: 95142.6406 - mean_absolute_error: 264.8153 - val_loss: 159102.8742 - val_mean_absolute_error: 377.2881 Epoch 1824/5000 148/148 [==============================] - 0s 34us/step - loss: 95142.1094 - mean_absolute_error: 264.8143 - val_loss: 159102.1375 - val_mean_absolute_error: 377.2871 Epoch 1825/5000 148/148 [==============================] - 0s 34us/step - loss: 95141.5781 - mean_absolute_error: 264.8133 - val_loss: 159101.4008 - val_mean_absolute_error: 377.2861 Epoch 1826/5000 148/148 [==============================] - 0s 27us/step - loss: 95141.0547 - mean_absolute_error: 264.8123 - val_loss: 159100.6179 - val_mean_absolute_error: 377.2852 Epoch 1827/5000 148/148 [==============================] - 0s 34us/step - loss: 95140.5234 - mean_absolute_error: 264.8113 - val_loss: 159099.8813 - val_mean_absolute_error: 377.2842 Epoch 1828/5000 148/148 [==============================] - 0s 27us/step - loss: 95140.0078 - mean_absolute_error: 264.8104 - val_loss: 159099.1137 - val_mean_absolute_error: 377.2832 Epoch 1829/5000 148/148 [==============================] - 0s 34us/step - loss: 95139.4688 - mean_absolute_error: 264.8093 - val_loss: 159098.3767 - val_mean_absolute_error: 377.2822 Epoch 1830/5000 148/148 [==============================] - 0s 34us/step - loss: 95138.9297 - mean_absolute_error: 264.8083 - val_loss: 159097.6096 - val_mean_absolute_error: 377.2812 Epoch 1831/5000 148/148 [==============================] - 0s 27us/step - loss: 95138.4219 - mean_absolute_error: 264.8073 - val_loss: 159096.8727 - val_mean_absolute_error: 377.2803 Epoch 1832/5000 148/148 [==============================] - 0s 27us/step - loss: 95137.8828 - mean_absolute_error: 264.8063 - val_loss: 159096.1050 - val_mean_absolute_error: 377.2793 Epoch 1833/5000 148/148 [==============================] - 0s 27us/step - loss: 95137.3438 - mean_absolute_error: 264.8054 - val_loss: 159095.3681 - val_mean_absolute_error: 377.2783 Epoch 1834/5000 148/148 [==============================] - 0s 34us/step - loss: 95136.8125 - mean_absolute_error: 264.8044 - val_loss: 159094.6008 - val_mean_absolute_error: 377.2773 Epoch 1835/5000 148/148 [==============================] - 0s 27us/step - loss: 95136.3047 - mean_absolute_error: 264.8033 - val_loss: 159093.8485 - val_mean_absolute_error: 377.2764 Epoch 1836/5000 148/148 [==============================] - 0s 34us/step - loss: 95135.7656 - mean_absolute_error: 264.8023 - val_loss: 159093.0963 - val_mean_absolute_error: 377.2754 Epoch 1837/5000 148/148 [==============================] - 0s 34us/step - loss: 95135.2344 - mean_absolute_error: 264.8013 - val_loss: 159092.3600 - val_mean_absolute_error: 377.2744 Epoch 1838/5000 148/148 [==============================] - 0s 27us/step - loss: 95134.7188 - mean_absolute_error: 264.8003 - val_loss: 159091.5767 - val_mean_absolute_error: 377.2735 Epoch 1839/5000 148/148 [==============================] - 0s 34us/step - loss: 95134.1797 - mean_absolute_error: 264.7993 - val_loss: 159090.8400 - val_mean_absolute_error: 377.2725 Epoch 1840/5000 148/148 [==============================] - 0s 27us/step - loss: 95133.6484 - mean_absolute_error: 264.7983 - val_loss: 159090.0881 - val_mean_absolute_error: 377.2715 Epoch 1841/5000 148/148 [==============================] - 0s 34us/step - loss: 95133.1250 - mean_absolute_error: 264.7973 - val_loss: 159089.3204 - val_mean_absolute_error: 377.2706 Epoch 1842/5000 148/148 [==============================] - 0s 34us/step - loss: 95132.6016 - mean_absolute_error: 264.7963 - val_loss: 159088.5681 - val_mean_absolute_error: 377.2696 Epoch 1843/5000 148/148 [==============================] - 0s 34us/step - loss: 95132.0781 - mean_absolute_error: 264.7953 - val_loss: 159087.8471 - val_mean_absolute_error: 377.2686 Epoch 1844/5000 148/148 [==============================] - 0s 27us/step - loss: 95131.5469 - mean_absolute_error: 264.7943 - val_loss: 159087.0948 - val_mean_absolute_error: 377.2677 Epoch 1845/5000 148/148 [==============================] - 0s 34us/step - loss: 95131.0156 - mean_absolute_error: 264.7934 - val_loss: 159086.3117 - val_mean_absolute_error: 377.2667 Epoch 1846/5000 148/148 [==============================] - 0s 34us/step - loss: 95130.4766 - mean_absolute_error: 264.7924 - val_loss: 159085.5754 - val_mean_absolute_error: 377.2657 Epoch 1847/5000 148/148 [==============================] - 0s 27us/step - loss: 95129.9609 - mean_absolute_error: 264.7914 - val_loss: 159084.8383 - val_mean_absolute_error: 377.2648 Epoch 1848/5000 148/148 [==============================] - 0s 34us/step - loss: 95129.4375 - mean_absolute_error: 264.7904 - val_loss: 159084.0708 - val_mean_absolute_error: 377.2638 Epoch 1849/5000 148/148 [==============================] - 0s 27us/step - loss: 95128.8984 - mean_absolute_error: 264.7894 - val_loss: 159083.3033 - val_mean_absolute_error: 377.2629 Epoch 1850/5000 148/148 [==============================] - 0s 27us/step - loss: 95128.3750 - mean_absolute_error: 264.7884 - val_loss: 159082.5667 - val_mean_absolute_error: 377.2619 Epoch 1851/5000 148/148 [==============================] - 0s 27us/step - loss: 95127.8438 - mean_absolute_error: 264.7874 - val_loss: 159081.8146 - val_mean_absolute_error: 377.2609 Epoch 1852/5000 148/148 [==============================] - 0s 34us/step - loss: 95127.3203 - mean_absolute_error: 264.7864 - val_loss: 159081.0621 - val_mean_absolute_error: 377.2599 Epoch 1853/5000 148/148 [==============================] - 0s 34us/step - loss: 95126.7812 - mean_absolute_error: 264.7854 - val_loss: 159080.3104 - val_mean_absolute_error: 377.2590 Epoch 1854/5000 148/148 [==============================] - 0s 27us/step - loss: 95126.2656 - mean_absolute_error: 264.7844 - val_loss: 159079.5425 - val_mean_absolute_error: 377.2580 Epoch 1855/5000 148/148 [==============================] - 0s 34us/step - loss: 95125.7266 - mean_absolute_error: 264.7834 - val_loss: 159078.8058 - val_mean_absolute_error: 377.2570 Epoch 1856/5000 148/148 [==============================] - 0s 34us/step - loss: 95125.2031 - mean_absolute_error: 264.7824 - val_loss: 159078.0385 - val_mean_absolute_error: 377.2561 Epoch 1857/5000 148/148 [==============================] - 0s 34us/step - loss: 95124.6797 - mean_absolute_error: 264.7814 - val_loss: 159077.2863 - val_mean_absolute_error: 377.2551 Epoch 1858/5000 148/148 [==============================] - 0s 27us/step - loss: 95124.1406 - mean_absolute_error: 264.7804 - val_loss: 159076.5342 - val_mean_absolute_error: 377.2541 Epoch 1859/5000 148/148 [==============================] - 0s 34us/step - loss: 95123.6172 - mean_absolute_error: 264.7794 - val_loss: 159075.7975 - val_mean_absolute_error: 377.2531 Epoch 1860/5000 148/148 [==============================] - 0s 34us/step - loss: 95123.1016 - mean_absolute_error: 264.7784 - val_loss: 159075.0608 - val_mean_absolute_error: 377.2521 Epoch 1861/5000 148/148 [==============================] - 0s 34us/step - loss: 95122.5625 - mean_absolute_error: 264.7774 - val_loss: 159074.2777 - val_mean_absolute_error: 377.2511 Epoch 1862/5000 148/148 [==============================] - 0s 34us/step - loss: 95122.0312 - mean_absolute_error: 264.7764 - val_loss: 159073.5254 - val_mean_absolute_error: 377.2502 Epoch 1863/5000 148/148 [==============================] - 0s 27us/step - loss: 95121.5000 - mean_absolute_error: 264.7754 - val_loss: 159072.7890 - val_mean_absolute_error: 377.2492 Epoch 1864/5000 148/148 [==============================] - 0s 34us/step - loss: 95120.9766 - mean_absolute_error: 264.7744 - val_loss: 159072.0212 - val_mean_absolute_error: 377.2482 Epoch 1865/5000 148/148 [==============================] - 0s 34us/step - loss: 95120.4531 - mean_absolute_error: 264.7734 - val_loss: 159071.2535 - val_mean_absolute_error: 377.2472 Epoch 1866/5000 148/148 [==============================] - 0s 34us/step - loss: 95119.9062 - mean_absolute_error: 264.7724 - val_loss: 159070.5171 - val_mean_absolute_error: 377.2463 Epoch 1867/5000 148/148 [==============================] - 0s 27us/step - loss: 95119.3906 - mean_absolute_error: 264.7714 - val_loss: 159069.7804 - val_mean_absolute_error: 377.2453 Epoch 1868/5000 148/148 [==============================] - 0s 34us/step - loss: 95118.8672 - mean_absolute_error: 264.7704 - val_loss: 159069.0125 - val_mean_absolute_error: 377.2443 Epoch 1869/5000 148/148 [==============================] - 0s 27us/step - loss: 95118.3281 - mean_absolute_error: 264.7694 - val_loss: 159068.2762 - val_mean_absolute_error: 377.2434 Epoch 1870/5000 148/148 [==============================] - 0s 34us/step - loss: 95117.8125 - mean_absolute_error: 264.7684 - val_loss: 159067.5085 - val_mean_absolute_error: 377.2424 Epoch 1871/5000 148/148 [==============================] - 0s 27us/step - loss: 95117.2734 - mean_absolute_error: 264.7674 - val_loss: 159066.7717 - val_mean_absolute_error: 377.2415 Epoch 1872/5000 148/148 [==============================] - 0s 34us/step - loss: 95116.7500 - mean_absolute_error: 264.7664 - val_loss: 159066.0044 - val_mean_absolute_error: 377.2405 Epoch 1873/5000 148/148 [==============================] - 0s 27us/step - loss: 95116.2266 - mean_absolute_error: 264.7654 - val_loss: 159065.2521 - val_mean_absolute_error: 377.2395 Epoch 1874/5000 148/148 [==============================] - 0s 41us/step - loss: 95115.7031 - mean_absolute_error: 264.7645 - val_loss: 159064.4998 - val_mean_absolute_error: 377.2386 Epoch 1875/5000 148/148 [==============================] - 0s 27us/step - loss: 95115.1719 - mean_absolute_error: 264.7635 - val_loss: 159063.7633 - val_mean_absolute_error: 377.2376 Epoch 1876/5000 148/148 [==============================] - 0s 27us/step - loss: 95114.6406 - mean_absolute_error: 264.7625 - val_loss: 159062.9958 - val_mean_absolute_error: 377.2366 Epoch 1877/5000 148/148 [==============================] - 0s 34us/step - loss: 95114.1094 - mean_absolute_error: 264.7614 - val_loss: 159062.2433 - val_mean_absolute_error: 377.2356 Epoch 1878/5000 148/148 [==============================] - 0s 34us/step - loss: 95113.5781 - mean_absolute_error: 264.7604 - val_loss: 159061.4912 - val_mean_absolute_error: 377.2347 Epoch 1879/5000 148/148 [==============================] - 0s 34us/step - loss: 95113.0469 - mean_absolute_error: 264.7594 - val_loss: 159060.7548 - val_mean_absolute_error: 377.2337 Epoch 1880/5000 148/148 [==============================] - 0s 27us/step - loss: 95112.5312 - mean_absolute_error: 264.7585 - val_loss: 159059.9871 - val_mean_absolute_error: 377.2326 Epoch 1881/5000 148/148 [==============================] - 0s 41us/step - loss: 95111.9922 - mean_absolute_error: 264.7574 - val_loss: 159059.2196 - val_mean_absolute_error: 377.2317 Epoch 1882/5000 148/148 [==============================] - 0s 27us/step - loss: 95111.4688 - mean_absolute_error: 264.7564 - val_loss: 159058.4829 - val_mean_absolute_error: 377.2307 Epoch 1883/5000 148/148 [==============================] - 0s 27us/step - loss: 95110.9375 - mean_absolute_error: 264.7555 - val_loss: 159057.7154 - val_mean_absolute_error: 377.2298 Epoch 1884/5000 148/148 [==============================] - 0s 27us/step - loss: 95110.4062 - mean_absolute_error: 264.7545 - val_loss: 159056.9785 - val_mean_absolute_error: 377.2288 Epoch 1885/5000 148/148 [==============================] - 0s 27us/step - loss: 95109.8828 - mean_absolute_error: 264.7534 - val_loss: 159056.2421 - val_mean_absolute_error: 377.2278 Epoch 1886/5000 148/148 [==============================] - 0s 27us/step - loss: 95109.3672 - mean_absolute_error: 264.7525 - val_loss: 159055.4744 - val_mean_absolute_error: 377.2268 Epoch 1887/5000 148/148 [==============================] - 0s 34us/step - loss: 95108.8281 - mean_absolute_error: 264.7514 - val_loss: 159054.7221 - val_mean_absolute_error: 377.2259 Epoch 1888/5000 148/148 [==============================] - 0s 27us/step - loss: 95108.2891 - mean_absolute_error: 264.7504 - val_loss: 159053.9704 - val_mean_absolute_error: 377.2249 Epoch 1889/5000 148/148 [==============================] - 0s 34us/step - loss: 95107.7812 - mean_absolute_error: 264.7495 - val_loss: 159053.2179 - val_mean_absolute_error: 377.2240 Epoch 1890/5000 148/148 [==============================] - 0s 27us/step - loss: 95107.2500 - mean_absolute_error: 264.7484 - val_loss: 159052.4658 - val_mean_absolute_error: 377.2230 Epoch 1891/5000 148/148 [==============================] - 0s 34us/step - loss: 95106.7109 - mean_absolute_error: 264.7475 - val_loss: 159051.6981 - val_mean_absolute_error: 377.2220 Epoch 1892/5000 148/148 [==============================] - 0s 27us/step - loss: 95106.1797 - mean_absolute_error: 264.7465 - val_loss: 159050.9617 - val_mean_absolute_error: 377.2211 Epoch 1893/5000 148/148 [==============================] - 0s 27us/step - loss: 95105.6641 - mean_absolute_error: 264.7455 - val_loss: 159050.2094 - val_mean_absolute_error: 377.2201 Epoch 1894/5000 148/148 [==============================] - 0s 34us/step - loss: 95105.1250 - mean_absolute_error: 264.7445 - val_loss: 159049.4571 - val_mean_absolute_error: 377.2191 Epoch 1895/5000 148/148 [==============================] - 0s 34us/step - loss: 95104.5938 - mean_absolute_error: 264.7435 - val_loss: 159048.6898 - val_mean_absolute_error: 377.2182 Epoch 1896/5000 148/148 [==============================] - 0s 27us/step - loss: 95104.0781 - mean_absolute_error: 264.7425 - val_loss: 159047.9529 - val_mean_absolute_error: 377.2172 Epoch 1897/5000 148/148 [==============================] - 0s 27us/step - loss: 95103.5547 - mean_absolute_error: 264.7415 - val_loss: 159047.1854 - val_mean_absolute_error: 377.2162 Epoch 1898/5000 148/148 [==============================] - 0s 27us/step - loss: 95103.0078 - mean_absolute_error: 264.7405 - val_loss: 159046.4488 - val_mean_absolute_error: 377.2153 Epoch 1899/5000 148/148 [==============================] - 0s 27us/step - loss: 95102.4922 - mean_absolute_error: 264.7395 - val_loss: 159045.6812 - val_mean_absolute_error: 377.2143 Epoch 1900/5000 148/148 [==============================] - 0s 27us/step - loss: 95101.9688 - mean_absolute_error: 264.7385 - val_loss: 159044.9290 - val_mean_absolute_error: 377.2133 Epoch 1901/5000 148/148 [==============================] - 0s 27us/step - loss: 95101.4219 - mean_absolute_error: 264.7375 - val_loss: 159044.2079 - val_mean_absolute_error: 377.2123 Epoch 1902/5000 148/148 [==============================] - 0s 34us/step - loss: 95100.9062 - mean_absolute_error: 264.7365 - val_loss: 159043.4248 - val_mean_absolute_error: 377.2114 Epoch 1903/5000 148/148 [==============================] - 0s 34us/step - loss: 95100.3750 - mean_absolute_error: 264.7355 - val_loss: 159042.6725 - val_mean_absolute_error: 377.2104 Epoch 1904/5000 148/148 [==============================] - 0s 27us/step - loss: 95099.8438 - mean_absolute_error: 264.7345 - val_loss: 159041.9360 - val_mean_absolute_error: 377.2095 Epoch 1905/5000 148/148 [==============================] - 0s 27us/step - loss: 95099.3359 - mean_absolute_error: 264.7335 - val_loss: 159041.1683 - val_mean_absolute_error: 377.2084 Epoch 1906/5000 148/148 [==============================] - 0s 27us/step - loss: 95098.7969 - mean_absolute_error: 264.7325 - val_loss: 159040.4008 - val_mean_absolute_error: 377.2075 Epoch 1907/5000 148/148 [==============================] - 0s 27us/step - loss: 95098.2578 - mean_absolute_error: 264.7315 - val_loss: 159039.6640 - val_mean_absolute_error: 377.2065 Epoch 1908/5000 148/148 [==============================] - 0s 41us/step - loss: 95097.7266 - mean_absolute_error: 264.7305 - val_loss: 159038.9275 - val_mean_absolute_error: 377.2055 Epoch 1909/5000 148/148 [==============================] - 0s 34us/step - loss: 95097.2109 - mean_absolute_error: 264.7296 - val_loss: 159038.1754 - val_mean_absolute_error: 377.2045 Epoch 1910/5000 148/148 [==============================] - 0s 27us/step - loss: 95096.6719 - mean_absolute_error: 264.7285 - val_loss: 159037.4229 - val_mean_absolute_error: 377.2035 Epoch 1911/5000 148/148 [==============================] - 0s 27us/step - loss: 95096.1406 - mean_absolute_error: 264.7275 - val_loss: 159036.6558 - val_mean_absolute_error: 377.2026 Epoch 1912/5000 148/148 [==============================] - 0s 34us/step - loss: 95095.6250 - mean_absolute_error: 264.7265 - val_loss: 159035.9188 - val_mean_absolute_error: 377.2016 Epoch 1913/5000 148/148 [==============================] - 0s 27us/step - loss: 95095.0938 - mean_absolute_error: 264.7255 - val_loss: 159035.1512 - val_mean_absolute_error: 377.2007 Epoch 1914/5000 148/148 [==============================] - 0s 27us/step - loss: 95094.5625 - mean_absolute_error: 264.7245 - val_loss: 159034.4148 - val_mean_absolute_error: 377.1997 Epoch 1915/5000 148/148 [==============================] - 0s 41us/step - loss: 95094.0469 - mean_absolute_error: 264.7235 - val_loss: 159033.6471 - val_mean_absolute_error: 377.1987 Epoch 1916/5000 148/148 [==============================] - 0s 27us/step - loss: 95093.5078 - mean_absolute_error: 264.7226 - val_loss: 159032.9102 - val_mean_absolute_error: 377.1977 Epoch 1917/5000 148/148 [==============================] - 0s 34us/step - loss: 95092.9766 - mean_absolute_error: 264.7215 - val_loss: 159032.1429 - val_mean_absolute_error: 377.1968 Epoch 1918/5000 148/148 [==============================] - 0s 34us/step - loss: 95092.4609 - mean_absolute_error: 264.7206 - val_loss: 159031.4062 - val_mean_absolute_error: 377.1958 Epoch 1919/5000 148/148 [==============================] - 0s 27us/step - loss: 95091.9297 - mean_absolute_error: 264.7196 - val_loss: 159030.6229 - val_mean_absolute_error: 377.1949 Epoch 1920/5000 148/148 [==============================] - 0s 34us/step - loss: 95091.3906 - mean_absolute_error: 264.7186 - val_loss: 159029.9021 - val_mean_absolute_error: 377.1939 Epoch 1921/5000 148/148 [==============================] - 0s 34us/step - loss: 95090.8750 - mean_absolute_error: 264.7176 - val_loss: 159029.1344 - val_mean_absolute_error: 377.1929 Epoch 1922/5000 148/148 [==============================] - 0s 27us/step - loss: 95090.3516 - mean_absolute_error: 264.7166 - val_loss: 159028.3821 - val_mean_absolute_error: 377.1919 Epoch 1923/5000 148/148 [==============================] - 0s 27us/step - loss: 95089.8125 - mean_absolute_error: 264.7155 - val_loss: 159027.6298 - val_mean_absolute_error: 377.1910 Epoch 1924/5000 148/148 [==============================] - 0s 27us/step - loss: 95089.2812 - mean_absolute_error: 264.7145 - val_loss: 159026.8933 - val_mean_absolute_error: 377.1900 Epoch 1925/5000 148/148 [==============================] - 0s 34us/step - loss: 95088.7578 - mean_absolute_error: 264.7136 - val_loss: 159026.1256 - val_mean_absolute_error: 377.1890 Epoch 1926/5000 148/148 [==============================] - 0s 34us/step - loss: 95088.2266 - mean_absolute_error: 264.7126 - val_loss: 159025.3733 - val_mean_absolute_error: 377.1880 Epoch 1927/5000 148/148 [==============================] - 0s 41us/step - loss: 95087.6953 - mean_absolute_error: 264.7116 - val_loss: 159024.6217 - val_mean_absolute_error: 377.1870 Epoch 1928/5000 148/148 [==============================] - 0s 34us/step - loss: 95087.1719 - mean_absolute_error: 264.7105 - val_loss: 159023.8846 - val_mean_absolute_error: 377.1861 Epoch 1929/5000 148/148 [==============================] - 0s 27us/step - loss: 95086.6406 - mean_absolute_error: 264.7095 - val_loss: 159023.1017 - val_mean_absolute_error: 377.1851 Epoch 1930/5000 148/148 [==============================] - 0s 27us/step - loss: 95086.1172 - mean_absolute_error: 264.7086 - val_loss: 159022.3652 - val_mean_absolute_error: 377.1841 Epoch 1931/5000 148/148 [==============================] - 0s 34us/step - loss: 95085.5938 - mean_absolute_error: 264.7076 - val_loss: 159021.6129 - val_mean_absolute_error: 377.1832 Epoch 1932/5000 148/148 [==============================] - 0s 34us/step - loss: 95085.0625 - mean_absolute_error: 264.7066 - val_loss: 159020.8608 - val_mean_absolute_error: 377.1822 Epoch 1933/5000 148/148 [==============================] - 0s 34us/step - loss: 95084.5234 - mean_absolute_error: 264.7056 - val_loss: 159020.0933 - val_mean_absolute_error: 377.1812 Epoch 1934/5000 148/148 [==============================] - 0s 27us/step - loss: 95084.0156 - mean_absolute_error: 264.7045 - val_loss: 159019.3567 - val_mean_absolute_error: 377.1802 Epoch 1935/5000 148/148 [==============================] - 0s 27us/step - loss: 95083.4766 - mean_absolute_error: 264.7036 - val_loss: 159018.5887 - val_mean_absolute_error: 377.1792 Epoch 1936/5000 148/148 [==============================] - 0s 47us/step - loss: 95082.9453 - mean_absolute_error: 264.7026 - val_loss: 159017.8525 - val_mean_absolute_error: 377.1783 Epoch 1937/5000 148/148 [==============================] - 0s 34us/step - loss: 95082.4297 - mean_absolute_error: 264.7016 - val_loss: 159017.0850 - val_mean_absolute_error: 377.1774 Epoch 1938/5000 148/148 [==============================] - 0s 34us/step - loss: 95081.8906 - mean_absolute_error: 264.7006 - val_loss: 159016.3325 - val_mean_absolute_error: 377.1764 Epoch 1939/5000 148/148 [==============================] - 0s 41us/step - loss: 95081.3672 - mean_absolute_error: 264.6996 - val_loss: 159015.5804 - val_mean_absolute_error: 377.1754 Epoch 1940/5000 148/148 [==============================] - 0s 41us/step - loss: 95080.8281 - mean_absolute_error: 264.6986 - val_loss: 159014.8592 - val_mean_absolute_error: 377.1745 Epoch 1941/5000 148/148 [==============================] - 0s 34us/step - loss: 95080.3125 - mean_absolute_error: 264.6976 - val_loss: 159014.0917 - val_mean_absolute_error: 377.1735 Epoch 1942/5000 148/148 [==============================] - 0s 27us/step - loss: 95079.7734 - mean_absolute_error: 264.6966 - val_loss: 159013.3548 - val_mean_absolute_error: 377.1725 Epoch 1943/5000 148/148 [==============================] - 0s 34us/step - loss: 95079.2422 - mean_absolute_error: 264.6956 - val_loss: 159012.5875 - val_mean_absolute_error: 377.1716 Epoch 1944/5000 148/148 [==============================] - 0s 27us/step - loss: 95078.7266 - mean_absolute_error: 264.6946 - val_loss: 159011.8506 - val_mean_absolute_error: 377.1706 Epoch 1945/5000 148/148 [==============================] - 0s 34us/step - loss: 95078.1953 - mean_absolute_error: 264.6937 - val_loss: 159011.0675 - val_mean_absolute_error: 377.1696 Epoch 1946/5000 148/148 [==============================] - 0s 41us/step - loss: 95077.6719 - mean_absolute_error: 264.6926 - val_loss: 159010.3312 - val_mean_absolute_error: 377.1687 Epoch 1947/5000 148/148 [==============================] - 0s 27us/step - loss: 95077.1484 - mean_absolute_error: 264.6916 - val_loss: 159009.5787 - val_mean_absolute_error: 377.1677 Epoch 1948/5000 148/148 [==============================] - 0s 34us/step - loss: 95076.6094 - mean_absolute_error: 264.6906 - val_loss: 159008.8267 - val_mean_absolute_error: 377.1667 Epoch 1949/5000 148/148 [==============================] - 0s 27us/step - loss: 95076.0781 - mean_absolute_error: 264.6896 - val_loss: 159008.0594 - val_mean_absolute_error: 377.1658 Epoch 1950/5000 148/148 [==============================] - 0s 27us/step - loss: 95075.5703 - mean_absolute_error: 264.6887 - val_loss: 159007.3225 - val_mean_absolute_error: 377.1648 Epoch 1951/5000 148/148 [==============================] - 0s 34us/step - loss: 95075.0234 - mean_absolute_error: 264.6877 - val_loss: 159006.5548 - val_mean_absolute_error: 377.1637 Epoch 1952/5000 148/148 [==============================] - 0s 34us/step - loss: 95074.4922 - mean_absolute_error: 264.6866 - val_loss: 159005.8183 - val_mean_absolute_error: 377.1628 Epoch 1953/5000 148/148 [==============================] - 0s 34us/step - loss: 95073.9766 - mean_absolute_error: 264.6856 - val_loss: 159005.0660 - val_mean_absolute_error: 377.1618 Epoch 1954/5000 148/148 [==============================] - 0s 27us/step - loss: 95073.4453 - mean_absolute_error: 264.6846 - val_loss: 159004.2983 - val_mean_absolute_error: 377.1609 Epoch 1955/5000 148/148 [==============================] - 0s 34us/step - loss: 95072.9219 - mean_absolute_error: 264.6837 - val_loss: 159003.5463 - val_mean_absolute_error: 377.1599 Epoch 1956/5000 148/148 [==============================] - 0s 34us/step - loss: 95072.3750 - mean_absolute_error: 264.6826 - val_loss: 159002.8250 - val_mean_absolute_error: 377.1589 Epoch 1957/5000 148/148 [==============================] - 0s 27us/step - loss: 95071.8594 - mean_absolute_error: 264.6816 - val_loss: 159002.0575 - val_mean_absolute_error: 377.1579 Epoch 1958/5000 148/148 [==============================] - 0s 41us/step - loss: 95071.3281 - mean_absolute_error: 264.6806 - val_loss: 159001.2900 - val_mean_absolute_error: 377.1570 Epoch 1959/5000 148/148 [==============================] - 0s 34us/step - loss: 95070.7969 - mean_absolute_error: 264.6796 - val_loss: 159000.5533 - val_mean_absolute_error: 377.1560 Epoch 1960/5000 148/148 [==============================] - 0s 34us/step - loss: 95070.2734 - mean_absolute_error: 264.6786 - val_loss: 158999.8012 - val_mean_absolute_error: 377.1550 Epoch 1961/5000 148/148 [==============================] - 0s 41us/step - loss: 95069.7500 - mean_absolute_error: 264.6776 - val_loss: 158999.0179 - val_mean_absolute_error: 377.1540 Epoch 1962/5000 148/148 [==============================] - 0s 34us/step - loss: 95069.2188 - mean_absolute_error: 264.6767 - val_loss: 158998.2971 - val_mean_absolute_error: 377.1531 Epoch 1963/5000 148/148 [==============================] - 0s 27us/step - loss: 95068.6953 - mean_absolute_error: 264.6757 - val_loss: 158997.5448 - val_mean_absolute_error: 377.1521 Epoch 1964/5000 148/148 [==============================] - 0s 34us/step - loss: 95068.1641 - mean_absolute_error: 264.6747 - val_loss: 158996.7771 - val_mean_absolute_error: 377.1512 Epoch 1965/5000 148/148 [==============================] - 0s 27us/step - loss: 95067.6328 - mean_absolute_error: 264.6737 - val_loss: 158996.0252 - val_mean_absolute_error: 377.1502 Epoch 1966/5000 148/148 [==============================] - 0s 34us/step - loss: 95067.1094 - mean_absolute_error: 264.6727 - val_loss: 158995.2883 - val_mean_absolute_error: 377.1492 Epoch 1967/5000 148/148 [==============================] - 0s 34us/step - loss: 95066.5781 - mean_absolute_error: 264.6717 - val_loss: 158994.5208 - val_mean_absolute_error: 377.1483 Epoch 1968/5000 148/148 [==============================] - 0s 27us/step - loss: 95066.0469 - mean_absolute_error: 264.6707 - val_loss: 158993.7842 - val_mean_absolute_error: 377.1473 Epoch 1969/5000 148/148 [==============================] - 0s 27us/step - loss: 95065.5234 - mean_absolute_error: 264.6696 - val_loss: 158993.0167 - val_mean_absolute_error: 377.1463 Epoch 1970/5000 148/148 [==============================] - 0s 34us/step - loss: 95064.9922 - mean_absolute_error: 264.6686 - val_loss: 158992.2644 - val_mean_absolute_error: 377.1453 Epoch 1971/5000 148/148 [==============================] - 0s 27us/step - loss: 95064.4766 - mean_absolute_error: 264.6677 - val_loss: 158991.5279 - val_mean_absolute_error: 377.1444 Epoch 1972/5000 148/148 [==============================] - 0s 27us/step - loss: 95063.9375 - mean_absolute_error: 264.6667 - val_loss: 158990.7756 - val_mean_absolute_error: 377.1434 Epoch 1973/5000 148/148 [==============================] - 0s 34us/step - loss: 95063.4141 - mean_absolute_error: 264.6657 - val_loss: 158989.9925 - val_mean_absolute_error: 377.1424 Epoch 1974/5000 148/148 [==============================] - 0s 34us/step - loss: 95062.8828 - mean_absolute_error: 264.6646 - val_loss: 158989.2558 - val_mean_absolute_error: 377.1414 Epoch 1975/5000 148/148 [==============================] - 0s 34us/step - loss: 95062.3516 - mean_absolute_error: 264.6636 - val_loss: 158988.5038 - val_mean_absolute_error: 377.1404 Epoch 1976/5000 148/148 [==============================] - 0s 27us/step - loss: 95061.8281 - mean_absolute_error: 264.6627 - val_loss: 158987.7517 - val_mean_absolute_error: 377.1395 Epoch 1977/5000 148/148 [==============================] - 0s 34us/step - loss: 95061.2969 - mean_absolute_error: 264.6617 - val_loss: 158986.9994 - val_mean_absolute_error: 377.1385 Epoch 1978/5000 148/148 [==============================] - 0s 34us/step - loss: 95060.7578 - mean_absolute_error: 264.6607 - val_loss: 158986.2629 - val_mean_absolute_error: 377.1375 Epoch 1979/5000 148/148 [==============================] - 0s 34us/step - loss: 95060.2500 - mean_absolute_error: 264.6597 - val_loss: 158985.5106 - val_mean_absolute_error: 377.1365 Epoch 1980/5000 148/148 [==============================] - 0s 27us/step - loss: 95059.7109 - mean_absolute_error: 264.6586 - val_loss: 158984.7429 - val_mean_absolute_error: 377.1356 Epoch 1981/5000 148/148 [==============================] - 0s 27us/step - loss: 95059.1719 - mean_absolute_error: 264.6577 - val_loss: 158983.9912 - val_mean_absolute_error: 377.1346 Epoch 1982/5000 148/148 [==============================] - 0s 27us/step - loss: 95058.6641 - mean_absolute_error: 264.6567 - val_loss: 158983.2387 - val_mean_absolute_error: 377.1336 Epoch 1983/5000 148/148 [==============================] - 0s 27us/step - loss: 95058.1250 - mean_absolute_error: 264.6557 - val_loss: 158982.4867 - val_mean_absolute_error: 377.1327 Epoch 1984/5000 148/148 [==============================] - 0s 34us/step - loss: 95057.5938 - mean_absolute_error: 264.6547 - val_loss: 158981.7346 - val_mean_absolute_error: 377.1317 Epoch 1985/5000 148/148 [==============================] - 0s 27us/step - loss: 95057.0781 - mean_absolute_error: 264.6537 - val_loss: 158980.9979 - val_mean_absolute_error: 377.1308 Epoch 1986/5000 148/148 [==============================] - 0s 27us/step - loss: 95056.5469 - mean_absolute_error: 264.6527 - val_loss: 158980.2304 - val_mean_absolute_error: 377.1298 Epoch 1987/5000 148/148 [==============================] - 0s 34us/step - loss: 95056.0234 - mean_absolute_error: 264.6517 - val_loss: 158979.4937 - val_mean_absolute_error: 377.1288 Epoch 1988/5000 148/148 [==============================] - 0s 27us/step - loss: 95055.5000 - mean_absolute_error: 264.6507 - val_loss: 158978.7417 - val_mean_absolute_error: 377.1279 Epoch 1989/5000 148/148 [==============================] - 0s 34us/step - loss: 95054.9688 - mean_absolute_error: 264.6497 - val_loss: 158977.9585 - val_mean_absolute_error: 377.1269 Epoch 1990/5000 148/148 [==============================] - 0s 41us/step - loss: 95054.4219 - mean_absolute_error: 264.6487 - val_loss: 158977.2217 - val_mean_absolute_error: 377.1259 Epoch 1991/5000 148/148 [==============================] - 0s 27us/step - loss: 95053.8984 - mean_absolute_error: 264.6478 - val_loss: 158976.4698 - val_mean_absolute_error: 377.1250 Epoch 1992/5000 148/148 [==============================] - 0s 27us/step - loss: 95053.3828 - mean_absolute_error: 264.6468 - val_loss: 158975.7329 - val_mean_absolute_error: 377.1240 Epoch 1993/5000 148/148 [==============================] - 0s 27us/step - loss: 95052.8438 - mean_absolute_error: 264.6457 - val_loss: 158974.9500 - val_mean_absolute_error: 377.1230 Epoch 1994/5000 148/148 [==============================] - 0s 34us/step - loss: 95052.3203 - mean_absolute_error: 264.6447 - val_loss: 158974.2133 - val_mean_absolute_error: 377.1221 Epoch 1995/5000 148/148 [==============================] - 0s 34us/step - loss: 95051.8047 - mean_absolute_error: 264.6437 - val_loss: 158973.4612 - val_mean_absolute_error: 377.1211 Epoch 1996/5000 148/148 [==============================] - 0s 34us/step - loss: 95051.2734 - mean_absolute_error: 264.6428 - val_loss: 158972.6935 - val_mean_absolute_error: 377.1201 Epoch 1997/5000 148/148 [==============================] - 0s 27us/step - loss: 95050.7344 - mean_absolute_error: 264.6418 - val_loss: 158971.9417 - val_mean_absolute_error: 377.1192 Epoch 1998/5000 148/148 [==============================] - 0s 34us/step - loss: 95050.2188 - mean_absolute_error: 264.6407 - val_loss: 158971.2202 - val_mean_absolute_error: 377.1181 Epoch 1999/5000 148/148 [==============================] - 0s 34us/step - loss: 95049.6797 - mean_absolute_error: 264.6397 - val_loss: 158970.4525 - val_mean_absolute_error: 377.1171 Epoch 2000/5000 148/148 [==============================] - 0s 41us/step - loss: 95049.1562 - mean_absolute_error: 264.6388 - val_loss: 158969.7006 - val_mean_absolute_error: 377.1162 Epoch 2001/5000 148/148 [==============================] - 0s 34us/step - loss: 95048.6250 - mean_absolute_error: 264.6378 - val_loss: 158968.9483 - val_mean_absolute_error: 377.1152 Epoch 2002/5000 148/148 [==============================] - 0s 27us/step - loss: 95048.1016 - mean_absolute_error: 264.6368 - val_loss: 158968.1963 - val_mean_absolute_error: 377.1142 Epoch 2003/5000 148/148 [==============================] - 0s 34us/step - loss: 95047.5625 - mean_absolute_error: 264.6357 - val_loss: 158967.4442 - val_mean_absolute_error: 377.1133 Epoch 2004/5000 148/148 [==============================] - 0s 27us/step - loss: 95047.0547 - mean_absolute_error: 264.6347 - val_loss: 158966.6921 - val_mean_absolute_error: 377.1123 Epoch 2005/5000 148/148 [==============================] - 0s 34us/step - loss: 95046.5156 - mean_absolute_error: 264.6337 - val_loss: 158965.9244 - val_mean_absolute_error: 377.1113 Epoch 2006/5000 148/148 [==============================] - 0s 34us/step - loss: 95045.9844 - mean_absolute_error: 264.6328 - val_loss: 158965.2188 - val_mean_absolute_error: 377.1103 Epoch 2007/5000 148/148 [==============================] - 0s 34us/step - loss: 95045.4609 - mean_absolute_error: 264.6317 - val_loss: 158964.4513 - val_mean_absolute_error: 377.1094 Epoch 2008/5000 148/148 [==============================] - 0s 34us/step - loss: 95044.9297 - mean_absolute_error: 264.6308 - val_loss: 158963.6833 - val_mean_absolute_error: 377.1084 Epoch 2009/5000 148/148 [==============================] - 0s 27us/step - loss: 95044.3984 - mean_absolute_error: 264.6298 - val_loss: 158962.9158 - val_mean_absolute_error: 377.1074 Epoch 2010/5000 148/148 [==============================] - 0s 34us/step - loss: 95043.8672 - mean_absolute_error: 264.6288 - val_loss: 158962.1946 - val_mean_absolute_error: 377.1065 Epoch 2011/5000 148/148 [==============================] - 0s 27us/step - loss: 95043.3516 - mean_absolute_error: 264.6278 - val_loss: 158961.4117 - val_mean_absolute_error: 377.1055 Epoch 2012/5000 148/148 [==============================] - 0s 34us/step - loss: 95042.8203 - mean_absolute_error: 264.6268 - val_loss: 158960.6904 - val_mean_absolute_error: 377.1046 Epoch 2013/5000 148/148 [==============================] - 0s 34us/step - loss: 95042.2891 - mean_absolute_error: 264.6258 - val_loss: 158959.9229 - val_mean_absolute_error: 377.1036 Epoch 2014/5000 148/148 [==============================] - 0s 27us/step - loss: 95041.7734 - mean_absolute_error: 264.6248 - val_loss: 158959.1554 - val_mean_absolute_error: 377.1026 Epoch 2015/5000 148/148 [==============================] - 0s 34us/step - loss: 95041.2344 - mean_absolute_error: 264.6238 - val_loss: 158958.4185 - val_mean_absolute_error: 377.1016 Epoch 2016/5000 148/148 [==============================] - 0s 27us/step - loss: 95040.7031 - mean_absolute_error: 264.6227 - val_loss: 158957.6667 - val_mean_absolute_error: 377.1007 Epoch 2017/5000 148/148 [==============================] - 0s 41us/step - loss: 95040.1875 - mean_absolute_error: 264.6218 - val_loss: 158956.9144 - val_mean_absolute_error: 377.0997 Epoch 2018/5000 148/148 [==============================] - 0s 27us/step - loss: 95039.6484 - mean_absolute_error: 264.6208 - val_loss: 158956.1621 - val_mean_absolute_error: 377.0987 Epoch 2019/5000 148/148 [==============================] - 0s 34us/step - loss: 95039.1094 - mean_absolute_error: 264.6198 - val_loss: 158955.3948 - val_mean_absolute_error: 377.0978 Epoch 2020/5000 148/148 [==============================] - 0s 27us/step - loss: 95038.6016 - mean_absolute_error: 264.6188 - val_loss: 158954.6579 - val_mean_absolute_error: 377.0968 Epoch 2021/5000 148/148 [==============================] - 0s 27us/step - loss: 95038.0703 - mean_absolute_error: 264.6178 - val_loss: 158953.8904 - val_mean_absolute_error: 377.0958 Epoch 2022/5000 148/148 [==============================] - 0s 27us/step - loss: 95037.5391 - mean_absolute_error: 264.6168 - val_loss: 158953.1537 - val_mean_absolute_error: 377.0948 Epoch 2023/5000 148/148 [==============================] - 0s 34us/step - loss: 95037.0234 - mean_absolute_error: 264.6158 - val_loss: 158952.4017 - val_mean_absolute_error: 377.0939 Epoch 2024/5000 148/148 [==============================] - 0s 34us/step - loss: 95036.4844 - mean_absolute_error: 264.6148 - val_loss: 158951.6494 - val_mean_absolute_error: 377.0929 Epoch 2025/5000 148/148 [==============================] - 0s 34us/step - loss: 95035.9609 - mean_absolute_error: 264.6138 - val_loss: 158950.8971 - val_mean_absolute_error: 377.0919 Epoch 2026/5000 148/148 [==============================] - 0s 34us/step - loss: 95035.4219 - mean_absolute_error: 264.6128 - val_loss: 158950.1452 - val_mean_absolute_error: 377.0909 Epoch 2027/5000 148/148 [==============================] - 0s 34us/step - loss: 95034.9062 - mean_absolute_error: 264.6118 - val_loss: 158949.3775 - val_mean_absolute_error: 377.0899 Epoch 2028/5000 148/148 [==============================] - 0s 41us/step - loss: 95034.3750 - mean_absolute_error: 264.6108 - val_loss: 158948.6408 - val_mean_absolute_error: 377.0890 Epoch 2029/5000 148/148 [==============================] - 0s 27us/step - loss: 95033.8359 - mean_absolute_error: 264.6098 - val_loss: 158947.8888 - val_mean_absolute_error: 377.0880 Epoch 2030/5000 148/148 [==============================] - 0s 34us/step - loss: 95033.3281 - mean_absolute_error: 264.6088 - val_loss: 158947.1367 - val_mean_absolute_error: 377.0871 Epoch 2031/5000 148/148 [==============================] - 0s 34us/step - loss: 95032.7891 - mean_absolute_error: 264.6078 - val_loss: 158946.3692 - val_mean_absolute_error: 377.0861 Epoch 2032/5000 148/148 [==============================] - 0s 27us/step - loss: 95032.2500 - mean_absolute_error: 264.6068 - val_loss: 158945.6479 - val_mean_absolute_error: 377.0851 Epoch 2033/5000 148/148 [==============================] - 0s 34us/step - loss: 95031.7422 - mean_absolute_error: 264.6058 - val_loss: 158944.8650 - val_mean_absolute_error: 377.0841 Epoch 2034/5000 148/148 [==============================] - 0s 27us/step - loss: 95031.2031 - mean_absolute_error: 264.6049 - val_loss: 158944.1279 - val_mean_absolute_error: 377.0832 Epoch 2035/5000 148/148 [==============================] - 0s 34us/step - loss: 95030.6719 - mean_absolute_error: 264.6039 - val_loss: 158943.3763 - val_mean_absolute_error: 377.0823 Epoch 2036/5000 148/148 [==============================] - 0s 34us/step - loss: 95030.1562 - mean_absolute_error: 264.6028 - val_loss: 158942.6394 - val_mean_absolute_error: 377.0813 Epoch 2037/5000 148/148 [==============================] - 0s 34us/step - loss: 95029.6250 - mean_absolute_error: 264.6019 - val_loss: 158941.8717 - val_mean_absolute_error: 377.0803 Epoch 2038/5000 148/148 [==============================] - 0s 34us/step - loss: 95029.0859 - mean_absolute_error: 264.6009 - val_loss: 158941.1198 - val_mean_absolute_error: 377.0793 Epoch 2039/5000 148/148 [==============================] - 0s 41us/step - loss: 95028.5703 - mean_absolute_error: 264.5999 - val_loss: 158940.3521 - val_mean_absolute_error: 377.0783 Epoch 2040/5000 148/148 [==============================] - 0s 27us/step - loss: 95028.0391 - mean_absolute_error: 264.5988 - val_loss: 158939.6000 - val_mean_absolute_error: 377.0774 Epoch 2041/5000 148/148 [==============================] - 0s 34us/step - loss: 95027.5000 - mean_absolute_error: 264.5979 - val_loss: 158938.8633 - val_mean_absolute_error: 377.0765 Epoch 2042/5000 148/148 [==============================] - 0s 27us/step - loss: 95026.9922 - mean_absolute_error: 264.5968 - val_loss: 158938.1267 - val_mean_absolute_error: 377.0755 Epoch 2043/5000 148/148 [==============================] - 0s 34us/step - loss: 95026.4688 - mean_absolute_error: 264.5959 - val_loss: 158937.3435 - val_mean_absolute_error: 377.0745 Epoch 2044/5000 148/148 [==============================] - 0s 41us/step - loss: 95025.9219 - mean_absolute_error: 264.5949 - val_loss: 158936.6225 - val_mean_absolute_error: 377.0735 Epoch 2045/5000 148/148 [==============================] - 0s 27us/step - loss: 95025.4062 - mean_absolute_error: 264.5938 - val_loss: 158935.8548 - val_mean_absolute_error: 377.0725 Epoch 2046/5000 148/148 [==============================] - 0s 27us/step - loss: 95024.8750 - mean_absolute_error: 264.5929 - val_loss: 158935.1025 - val_mean_absolute_error: 377.0715 Epoch 2047/5000 148/148 [==============================] - 0s 27us/step - loss: 95024.3438 - mean_absolute_error: 264.5919 - val_loss: 158934.3504 - val_mean_absolute_error: 377.0706 Epoch 2048/5000 148/148 [==============================] - 0s 34us/step - loss: 95023.8125 - mean_absolute_error: 264.5909 - val_loss: 158933.5983 - val_mean_absolute_error: 377.0696 Epoch 2049/5000 148/148 [==============================] - 0s 20us/step - loss: 95023.2812 - mean_absolute_error: 264.5899 - val_loss: 158932.8308 - val_mean_absolute_error: 377.0686 Epoch 2050/5000 148/148 [==============================] - 0s 41us/step - loss: 95022.7578 - mean_absolute_error: 264.5889 - val_loss: 158932.0940 - val_mean_absolute_error: 377.0676 Epoch 2051/5000 148/148 [==============================] - 0s 27us/step - loss: 95022.2266 - mean_absolute_error: 264.5878 - val_loss: 158931.3575 - val_mean_absolute_error: 377.0667 Epoch 2052/5000 148/148 [==============================] - 0s 27us/step - loss: 95021.7109 - mean_absolute_error: 264.5869 - val_loss: 158930.6054 - val_mean_absolute_error: 377.0657 Epoch 2053/5000 148/148 [==============================] - 0s 41us/step - loss: 95021.1719 - mean_absolute_error: 264.5859 - val_loss: 158929.8375 - val_mean_absolute_error: 377.0647 Epoch 2054/5000 148/148 [==============================] - 0s 27us/step - loss: 95020.6484 - mean_absolute_error: 264.5849 - val_loss: 158929.0858 - val_mean_absolute_error: 377.0638 Epoch 2055/5000 148/148 [==============================] - 0s 27us/step - loss: 95020.1250 - mean_absolute_error: 264.5839 - val_loss: 158928.3488 - val_mean_absolute_error: 377.0628 Epoch 2056/5000 148/148 [==============================] - 0s 27us/step - loss: 95019.5859 - mean_absolute_error: 264.5829 - val_loss: 158927.5658 - val_mean_absolute_error: 377.0618 Epoch 2057/5000 148/148 [==============================] - 0s 27us/step - loss: 95019.0625 - mean_absolute_error: 264.5819 - val_loss: 158926.8294 - val_mean_absolute_error: 377.0609 Epoch 2058/5000 148/148 [==============================] - 0s 34us/step - loss: 95018.5391 - mean_absolute_error: 264.5809 - val_loss: 158926.0925 - val_mean_absolute_error: 377.0599 Epoch 2059/5000 148/148 [==============================] - 0s 34us/step - loss: 95018.0156 - mean_absolute_error: 264.5799 - val_loss: 158925.3250 - val_mean_absolute_error: 377.0589 Epoch 2060/5000 148/148 [==============================] - 0s 34us/step - loss: 95017.4766 - mean_absolute_error: 264.5789 - val_loss: 158924.5883 - val_mean_absolute_error: 377.0580 Epoch 2061/5000 148/148 [==============================] - 0s 27us/step - loss: 95016.9688 - mean_absolute_error: 264.5779 - val_loss: 158923.8208 - val_mean_absolute_error: 377.0570 Epoch 2062/5000 148/148 [==============================] - 0s 41us/step - loss: 95016.4297 - mean_absolute_error: 264.5769 - val_loss: 158923.0685 - val_mean_absolute_error: 377.0560 Epoch 2063/5000 148/148 [==============================] - 0s 27us/step - loss: 95015.8984 - mean_absolute_error: 264.5759 - val_loss: 158922.3167 - val_mean_absolute_error: 377.0550 Epoch 2064/5000 148/148 [==============================] - 0s 27us/step - loss: 95015.3750 - mean_absolute_error: 264.5749 - val_loss: 158921.5644 - val_mean_absolute_error: 377.0541 Epoch 2065/5000 148/148 [==============================] - 0s 27us/step - loss: 95014.8438 - mean_absolute_error: 264.5739 - val_loss: 158920.7967 - val_mean_absolute_error: 377.0531 Epoch 2066/5000 148/148 [==============================] - 0s 27us/step - loss: 95014.3125 - mean_absolute_error: 264.5729 - val_loss: 158920.0600 - val_mean_absolute_error: 377.0520 Epoch 2067/5000 148/148 [==============================] - 0s 27us/step - loss: 95013.7812 - mean_absolute_error: 264.5719 - val_loss: 158919.3079 - val_mean_absolute_error: 377.0511 Epoch 2068/5000 148/148 [==============================] - 0s 27us/step - loss: 95013.2656 - mean_absolute_error: 264.5709 - val_loss: 158918.5558 - val_mean_absolute_error: 377.0501 Epoch 2069/5000 148/148 [==============================] - 0s 34us/step - loss: 95012.7266 - mean_absolute_error: 264.5699 - val_loss: 158917.7881 - val_mean_absolute_error: 377.0492 Epoch 2070/5000 148/148 [==============================] - 0s 34us/step - loss: 95012.2031 - mean_absolute_error: 264.5689 - val_loss: 158917.0671 - val_mean_absolute_error: 377.0482 Epoch 2071/5000 148/148 [==============================] - 0s 34us/step - loss: 95011.6719 - mean_absolute_error: 264.5679 - val_loss: 158916.3148 - val_mean_absolute_error: 377.0472 Epoch 2072/5000 148/148 [==============================] - 0s 27us/step - loss: 95011.1484 - mean_absolute_error: 264.5669 - val_loss: 158915.5317 - val_mean_absolute_error: 377.0463 Epoch 2073/5000 148/148 [==============================] - 0s 34us/step - loss: 95010.6172 - mean_absolute_error: 264.5659 - val_loss: 158914.7954 - val_mean_absolute_error: 377.0453 Epoch 2074/5000 148/148 [==============================] - 0s 34us/step - loss: 95010.0938 - mean_absolute_error: 264.5649 - val_loss: 158914.0583 - val_mean_absolute_error: 377.0443 Epoch 2075/5000 148/148 [==============================] - 0s 27us/step - loss: 95009.5703 - mean_absolute_error: 264.5639 - val_loss: 158913.2908 - val_mean_absolute_error: 377.0434 Epoch 2076/5000 148/148 [==============================] - 0s 34us/step - loss: 95009.0391 - mean_absolute_error: 264.5629 - val_loss: 158912.5388 - val_mean_absolute_error: 377.0424 Epoch 2077/5000 148/148 [==============================] - 0s 34us/step - loss: 95008.5078 - mean_absolute_error: 264.5619 - val_loss: 158911.7867 - val_mean_absolute_error: 377.0415 Epoch 2078/5000 148/148 [==============================] - 0s 34us/step - loss: 95007.9766 - mean_absolute_error: 264.5609 - val_loss: 158911.0346 - val_mean_absolute_error: 377.0405 Epoch 2079/5000 148/148 [==============================] - 0s 27us/step - loss: 95007.4531 - mean_absolute_error: 264.5599 - val_loss: 158910.2979 - val_mean_absolute_error: 377.0395 Epoch 2080/5000 148/148 [==============================] - 0s 34us/step - loss: 95006.9375 - mean_absolute_error: 264.5590 - val_loss: 158909.5304 - val_mean_absolute_error: 377.0385 Epoch 2081/5000 148/148 [==============================] - 0s 27us/step - loss: 95006.3984 - mean_absolute_error: 264.5580 - val_loss: 158908.7781 - val_mean_absolute_error: 377.0376 Epoch 2082/5000 148/148 [==============================] - 0s 34us/step - loss: 95005.8750 - mean_absolute_error: 264.5570 - val_loss: 158908.0417 - val_mean_absolute_error: 377.0366 Epoch 2083/5000 148/148 [==============================] - 0s 27us/step - loss: 95005.3516 - mean_absolute_error: 264.5560 - val_loss: 158907.2740 - val_mean_absolute_error: 377.0356 Epoch 2084/5000 148/148 [==============================] - 0s 34us/step - loss: 95004.8281 - mean_absolute_error: 264.5550 - val_loss: 158906.5063 - val_mean_absolute_error: 377.0347 Epoch 2085/5000 148/148 [==============================] - 0s 34us/step - loss: 95004.2812 - mean_absolute_error: 264.5540 - val_loss: 158905.7542 - val_mean_absolute_error: 377.0337 Epoch 2086/5000 148/148 [==============================] - 0s 34us/step - loss: 95003.7500 - mean_absolute_error: 264.5529 - val_loss: 158905.0175 - val_mean_absolute_error: 377.0327 Epoch 2087/5000 148/148 [==============================] - 0s 34us/step - loss: 95003.2266 - mean_absolute_error: 264.5520 - val_loss: 158904.2500 - val_mean_absolute_error: 377.0317 Epoch 2088/5000 148/148 [==============================] - 0s 27us/step - loss: 95002.7031 - mean_absolute_error: 264.5510 - val_loss: 158903.5131 - val_mean_absolute_error: 377.0308 Epoch 2089/5000 148/148 [==============================] - 0s 34us/step - loss: 95002.1719 - mean_absolute_error: 264.5500 - val_loss: 158902.7613 - val_mean_absolute_error: 377.0298 Epoch 2090/5000 148/148 [==============================] - 0s 34us/step - loss: 95001.6562 - mean_absolute_error: 264.5490 - val_loss: 158902.0244 - val_mean_absolute_error: 377.0289 Epoch 2091/5000 148/148 [==============================] - 0s 34us/step - loss: 95001.1250 - mean_absolute_error: 264.5480 - val_loss: 158901.2412 - val_mean_absolute_error: 377.0278 Epoch 2092/5000 148/148 [==============================] - 0s 34us/step - loss: 95000.5938 - mean_absolute_error: 264.5470 - val_loss: 158900.5050 - val_mean_absolute_error: 377.0268 Epoch 2093/5000 148/148 [==============================] - 0s 27us/step - loss: 95000.0781 - mean_absolute_error: 264.5460 - val_loss: 158899.7525 - val_mean_absolute_error: 377.0259 Epoch 2094/5000 148/148 [==============================] - 0s 27us/step - loss: 94999.5312 - mean_absolute_error: 264.5450 - val_loss: 158899.0004 - val_mean_absolute_error: 377.0249 Epoch 2095/5000 148/148 [==============================] - 0s 34us/step - loss: 94999.0078 - mean_absolute_error: 264.5440 - val_loss: 158898.2638 - val_mean_absolute_error: 377.0240 Epoch 2096/5000 148/148 [==============================] - 0s 34us/step - loss: 94998.4844 - mean_absolute_error: 264.5430 - val_loss: 158897.5117 - val_mean_absolute_error: 377.0230 Epoch 2097/5000 148/148 [==============================] - 0s 34us/step - loss: 94997.9531 - mean_absolute_error: 264.5419 - val_loss: 158896.7288 - val_mean_absolute_error: 377.0220 Epoch 2098/5000 148/148 [==============================] - 0s 27us/step - loss: 94997.4297 - mean_absolute_error: 264.5410 - val_loss: 158896.0075 - val_mean_absolute_error: 377.0210 Epoch 2099/5000 148/148 [==============================] - 0s 27us/step - loss: 94996.9062 - mean_absolute_error: 264.5400 - val_loss: 158895.2554 - val_mean_absolute_error: 377.0201 Epoch 2100/5000 148/148 [==============================] - 0s 34us/step - loss: 94996.3750 - mean_absolute_error: 264.5390 - val_loss: 158894.4877 - val_mean_absolute_error: 377.0191 Epoch 2101/5000 148/148 [==============================] - 0s 41us/step - loss: 94995.8359 - mean_absolute_error: 264.5380 - val_loss: 158893.7513 - val_mean_absolute_error: 377.0182 Epoch 2102/5000 148/148 [==============================] - 0s 34us/step - loss: 94995.3281 - mean_absolute_error: 264.5370 - val_loss: 158892.9990 - val_mean_absolute_error: 377.0172 Epoch 2103/5000 148/148 [==============================] - 0s 27us/step - loss: 94994.7812 - mean_absolute_error: 264.5360 - val_loss: 158892.2158 - val_mean_absolute_error: 377.0162 Epoch 2104/5000 148/148 [==============================] - 0s 34us/step - loss: 94994.2578 - mean_absolute_error: 264.5350 - val_loss: 158891.4950 - val_mean_absolute_error: 377.0152 Epoch 2105/5000 148/148 [==============================] - 0s 27us/step - loss: 94993.7422 - mean_absolute_error: 264.5340 - val_loss: 158890.7271 - val_mean_absolute_error: 377.0143 Epoch 2106/5000 148/148 [==============================] - 0s 34us/step - loss: 94993.2109 - mean_absolute_error: 264.5331 - val_loss: 158889.9750 - val_mean_absolute_error: 377.0133 Epoch 2107/5000 148/148 [==============================] - 0s 27us/step - loss: 94992.6719 - mean_absolute_error: 264.5320 - val_loss: 158889.2227 - val_mean_absolute_error: 377.0123 Epoch 2108/5000 148/148 [==============================] - 0s 34us/step - loss: 94992.1484 - mean_absolute_error: 264.5311 - val_loss: 158888.4708 - val_mean_absolute_error: 377.0114 Epoch 2109/5000 148/148 [==============================] - 0s 34us/step - loss: 94991.6250 - mean_absolute_error: 264.5300 - val_loss: 158887.7340 - val_mean_absolute_error: 377.0104 Epoch 2110/5000 148/148 [==============================] - 0s 34us/step - loss: 94991.0938 - mean_absolute_error: 264.5290 - val_loss: 158886.9662 - val_mean_absolute_error: 377.0094 Epoch 2111/5000 148/148 [==============================] - 0s 27us/step - loss: 94990.5625 - mean_absolute_error: 264.5280 - val_loss: 158886.2300 - val_mean_absolute_error: 377.0085 Epoch 2112/5000 148/148 [==============================] - 0s 34us/step - loss: 94990.0391 - mean_absolute_error: 264.5270 - val_loss: 158885.4775 - val_mean_absolute_error: 377.0075 Epoch 2113/5000 148/148 [==============================] - 0s 34us/step - loss: 94989.5156 - mean_absolute_error: 264.5260 - val_loss: 158884.6946 - val_mean_absolute_error: 377.0064 Epoch 2114/5000 148/148 [==============================] - 0s 27us/step - loss: 94988.9766 - mean_absolute_error: 264.5250 - val_loss: 158883.9890 - val_mean_absolute_error: 377.0055 Epoch 2115/5000 148/148 [==============================] - 0s 34us/step - loss: 94988.4531 - mean_absolute_error: 264.5240 - val_loss: 158883.2213 - val_mean_absolute_error: 377.0045 Epoch 2116/5000 148/148 [==============================] - 0s 27us/step - loss: 94987.9297 - mean_absolute_error: 264.5230 - val_loss: 158882.4692 - val_mean_absolute_error: 377.0036 Epoch 2117/5000 148/148 [==============================] - 0s 27us/step - loss: 94987.3906 - mean_absolute_error: 264.5221 - val_loss: 158881.7171 - val_mean_absolute_error: 377.0026 Epoch 2118/5000 148/148 [==============================] - 0s 27us/step - loss: 94986.8828 - mean_absolute_error: 264.5210 - val_loss: 158880.9650 - val_mean_absolute_error: 377.0016 Epoch 2119/5000 148/148 [==============================] - 0s 27us/step - loss: 94986.3438 - mean_absolute_error: 264.5201 - val_loss: 158880.1973 - val_mean_absolute_error: 377.0007 Epoch 2120/5000 148/148 [==============================] - 0s 27us/step - loss: 94985.8203 - mean_absolute_error: 264.5190 - val_loss: 158879.4608 - val_mean_absolute_error: 376.9996 Epoch 2121/5000 148/148 [==============================] - 0s 41us/step - loss: 94985.2969 - mean_absolute_error: 264.5180 - val_loss: 158878.6933 - val_mean_absolute_error: 376.9987 Epoch 2122/5000 148/148 [==============================] - 0s 41us/step - loss: 94984.7734 - mean_absolute_error: 264.5170 - val_loss: 158877.9408 - val_mean_absolute_error: 376.9977 Epoch 2123/5000 148/148 [==============================] - 0s 34us/step - loss: 94984.2266 - mean_absolute_error: 264.5160 - val_loss: 158877.2200 - val_mean_absolute_error: 376.9967 Epoch 2124/5000 148/148 [==============================] - 0s 34us/step - loss: 94983.7188 - mean_absolute_error: 264.5150 - val_loss: 158876.4369 - val_mean_absolute_error: 376.9958 Epoch 2125/5000 148/148 [==============================] - 0s 27us/step - loss: 94983.1797 - mean_absolute_error: 264.5141 - val_loss: 158875.6846 - val_mean_absolute_error: 376.9949 Epoch 2126/5000 148/148 [==============================] - 0s 34us/step - loss: 94982.6406 - mean_absolute_error: 264.5131 - val_loss: 158874.9635 - val_mean_absolute_error: 376.9939 Epoch 2127/5000 148/148 [==============================] - 0s 27us/step - loss: 94982.1328 - mean_absolute_error: 264.5121 - val_loss: 158874.1958 - val_mean_absolute_error: 376.9929 Epoch 2128/5000 148/148 [==============================] - 0s 27us/step - loss: 94981.6016 - mean_absolute_error: 264.5111 - val_loss: 158873.4592 - val_mean_absolute_error: 376.9920 Epoch 2129/5000 148/148 [==============================] - 0s 34us/step - loss: 94981.0781 - mean_absolute_error: 264.5101 - val_loss: 158872.6913 - val_mean_absolute_error: 376.9910 Epoch 2130/5000 148/148 [==============================] - 0s 27us/step - loss: 94980.5391 - mean_absolute_error: 264.5091 - val_loss: 158871.9396 - val_mean_absolute_error: 376.9900 Epoch 2131/5000 148/148 [==============================] - 0s 27us/step - loss: 94980.0234 - mean_absolute_error: 264.5081 - val_loss: 158871.1873 - val_mean_absolute_error: 376.9891 Epoch 2132/5000 148/148 [==============================] - 0s 41us/step - loss: 94979.4844 - mean_absolute_error: 264.5071 - val_loss: 158870.4196 - val_mean_absolute_error: 376.9880 Epoch 2133/5000 148/148 [==============================] - 0s 27us/step - loss: 94978.9609 - mean_absolute_error: 264.5061 - val_loss: 158869.6831 - val_mean_absolute_error: 376.9871 Epoch 2134/5000 148/148 [==============================] - 0s 34us/step - loss: 94978.4297 - mean_absolute_error: 264.5051 - val_loss: 158868.9308 - val_mean_absolute_error: 376.9861 Epoch 2135/5000 148/148 [==============================] - 0s 27us/step - loss: 94977.9062 - mean_absolute_error: 264.5041 - val_loss: 158868.1633 - val_mean_absolute_error: 376.9852 Epoch 2136/5000 148/148 [==============================] - 0s 34us/step - loss: 94977.3750 - mean_absolute_error: 264.5031 - val_loss: 158867.4421 - val_mean_absolute_error: 376.9842 Epoch 2137/5000 148/148 [==============================] - 0s 54us/step - loss: 94976.8516 - mean_absolute_error: 264.5021 - val_loss: 158866.6746 - val_mean_absolute_error: 376.9832 Epoch 2138/5000 148/148 [==============================] - 0s 27us/step - loss: 94976.3281 - mean_absolute_error: 264.5011 - val_loss: 158865.9071 - val_mean_absolute_error: 376.9822 Epoch 2139/5000 148/148 [==============================] - 0s 34us/step - loss: 94975.7891 - mean_absolute_error: 264.5001 - val_loss: 158865.1704 - val_mean_absolute_error: 376.9812 Epoch 2140/5000 148/148 [==============================] - 0s 27us/step - loss: 94975.2734 - mean_absolute_error: 264.4991 - val_loss: 158864.4183 - val_mean_absolute_error: 376.9803 Epoch 2141/5000 148/148 [==============================] - 0s 34us/step - loss: 94974.7344 - mean_absolute_error: 264.4981 - val_loss: 158863.6506 - val_mean_absolute_error: 376.9793 Epoch 2142/5000 148/148 [==============================] - 0s 34us/step - loss: 94974.2109 - mean_absolute_error: 264.4971 - val_loss: 158862.9296 - val_mean_absolute_error: 376.9784 Epoch 2143/5000 148/148 [==============================] - 0s 27us/step - loss: 94973.6875 - mean_absolute_error: 264.4962 - val_loss: 158862.1465 - val_mean_absolute_error: 376.9774 Epoch 2144/5000 148/148 [==============================] - 0s 27us/step - loss: 94973.1562 - mean_absolute_error: 264.4951 - val_loss: 158861.4096 - val_mean_absolute_error: 376.9764 Epoch 2145/5000 148/148 [==============================] - 0s 34us/step - loss: 94972.6250 - mean_absolute_error: 264.4941 - val_loss: 158860.6577 - val_mean_absolute_error: 376.9754 Epoch 2146/5000 148/148 [==============================] - 0s 34us/step - loss: 94972.1172 - mean_absolute_error: 264.4931 - val_loss: 158859.9054 - val_mean_absolute_error: 376.9745 Epoch 2147/5000 148/148 [==============================] - 0s 27us/step - loss: 94971.5781 - mean_absolute_error: 264.4921 - val_loss: 158859.1533 - val_mean_absolute_error: 376.9735 Epoch 2148/5000 148/148 [==============================] - 0s 41us/step - loss: 94971.0469 - mean_absolute_error: 264.4911 - val_loss: 158858.4167 - val_mean_absolute_error: 376.9725 Epoch 2149/5000 148/148 [==============================] - 0s 34us/step - loss: 94970.5234 - mean_absolute_error: 264.4901 - val_loss: 158857.6338 - val_mean_absolute_error: 376.9716 Epoch 2150/5000 148/148 [==============================] - 0s 20us/step - loss: 94969.9922 - mean_absolute_error: 264.4891 - val_loss: 158856.9123 - val_mean_absolute_error: 376.9706 Epoch 2151/5000 148/148 [==============================] - 0s 27us/step - loss: 94969.4609 - mean_absolute_error: 264.4881 - val_loss: 158856.1604 - val_mean_absolute_error: 376.9696 Epoch 2152/5000 148/148 [==============================] - 0s 34us/step - loss: 94968.9375 - mean_absolute_error: 264.4872 - val_loss: 158855.4083 - val_mean_absolute_error: 376.9687 Epoch 2153/5000 148/148 [==============================] - 0s 20us/step - loss: 94968.4141 - mean_absolute_error: 264.4861 - val_loss: 158854.6404 - val_mean_absolute_error: 376.9677 Epoch 2154/5000 148/148 [==============================] - 0s 34us/step - loss: 94967.8750 - mean_absolute_error: 264.4852 - val_loss: 158853.8729 - val_mean_absolute_error: 376.9667 Epoch 2155/5000 148/148 [==============================] - 0s 34us/step - loss: 94967.3516 - mean_absolute_error: 264.4842 - val_loss: 158853.1517 - val_mean_absolute_error: 376.9657 Epoch 2156/5000 148/148 [==============================] - 0s 27us/step - loss: 94966.8281 - mean_absolute_error: 264.4832 - val_loss: 158852.3996 - val_mean_absolute_error: 376.9647 Epoch 2157/5000 148/148 [==============================] - 0s 34us/step - loss: 94966.3047 - mean_absolute_error: 264.4821 - val_loss: 158851.6167 - val_mean_absolute_error: 376.9638 Epoch 2158/5000 148/148 [==============================] - 0s 41us/step - loss: 94965.7656 - mean_absolute_error: 264.4811 - val_loss: 158850.8954 - val_mean_absolute_error: 376.9628 Epoch 2159/5000 148/148 [==============================] - 0s 34us/step - loss: 94965.2500 - mean_absolute_error: 264.4802 - val_loss: 158850.1279 - val_mean_absolute_error: 376.9619 Epoch 2160/5000 148/148 [==============================] - 0s 34us/step - loss: 94964.7188 - mean_absolute_error: 264.4792 - val_loss: 158849.3910 - val_mean_absolute_error: 376.9608 Epoch 2161/5000 148/148 [==============================] - 0s 27us/step - loss: 94964.1797 - mean_absolute_error: 264.4781 - val_loss: 158848.6237 - val_mean_absolute_error: 376.9599 Epoch 2162/5000 148/148 [==============================] - 0s 27us/step - loss: 94963.6641 - mean_absolute_error: 264.4771 - val_loss: 158847.8715 - val_mean_absolute_error: 376.9589 Epoch 2163/5000 148/148 [==============================] - 0s 27us/step - loss: 94963.1250 - mean_absolute_error: 264.4761 - val_loss: 158847.1192 - val_mean_absolute_error: 376.9579 Epoch 2164/5000 148/148 [==============================] - 0s 47us/step - loss: 94962.6016 - mean_absolute_error: 264.4752 - val_loss: 158846.3829 - val_mean_absolute_error: 376.9569 Epoch 2165/5000 148/148 [==============================] - 0s 27us/step - loss: 94962.0781 - mean_absolute_error: 264.4742 - val_loss: 158845.6150 - val_mean_absolute_error: 376.9560 Epoch 2166/5000 148/148 [==============================] - 0s 34us/step - loss: 94961.5469 - mean_absolute_error: 264.4732 - val_loss: 158844.8783 - val_mean_absolute_error: 376.9550 Epoch 2167/5000 148/148 [==============================] - 0s 34us/step - loss: 94961.0234 - mean_absolute_error: 264.4722 - val_loss: 158844.1265 - val_mean_absolute_error: 376.9540 Epoch 2168/5000 148/148 [==============================] - 0s 34us/step - loss: 94960.5000 - mean_absolute_error: 264.4711 - val_loss: 158843.3742 - val_mean_absolute_error: 376.9531 Epoch 2169/5000 148/148 [==============================] - 0s 34us/step - loss: 94959.9688 - mean_absolute_error: 264.4702 - val_loss: 158842.6065 - val_mean_absolute_error: 376.9521 Epoch 2170/5000 148/148 [==============================] - 0s 27us/step - loss: 94959.4375 - mean_absolute_error: 264.4692 - val_loss: 158841.8700 - val_mean_absolute_error: 376.9511 Epoch 2171/5000 148/148 [==============================] - 0s 34us/step - loss: 94958.9141 - mean_absolute_error: 264.4682 - val_loss: 158841.1179 - val_mean_absolute_error: 376.9502 Epoch 2172/5000 148/148 [==============================] - 0s 27us/step - loss: 94958.3906 - mean_absolute_error: 264.4672 - val_loss: 158840.3654 - val_mean_absolute_error: 376.9492 Epoch 2173/5000 148/148 [==============================] - 0s 27us/step - loss: 94957.8516 - mean_absolute_error: 264.4662 - val_loss: 158839.6137 - val_mean_absolute_error: 376.9483 Epoch 2174/5000 148/148 [==============================] - 0s 27us/step - loss: 94957.3359 - mean_absolute_error: 264.4652 - val_loss: 158838.8617 - val_mean_absolute_error: 376.9473 Epoch 2175/5000 148/148 [==============================] - 0s 27us/step - loss: 94956.8125 - mean_absolute_error: 264.4642 - val_loss: 158838.0938 - val_mean_absolute_error: 376.9463 Epoch 2176/5000 148/148 [==============================] - 0s 27us/step - loss: 94956.2734 - mean_absolute_error: 264.4632 - val_loss: 158837.3575 - val_mean_absolute_error: 376.9454 Epoch 2177/5000 148/148 [==============================] - 0s 27us/step - loss: 94955.7578 - mean_absolute_error: 264.4622 - val_loss: 158836.5896 - val_mean_absolute_error: 376.9444 Epoch 2178/5000 148/148 [==============================] - 0s 47us/step - loss: 94955.2266 - mean_absolute_error: 264.4612 - val_loss: 158835.8375 - val_mean_absolute_error: 376.9434 Epoch 2179/5000 148/148 [==============================] - 0s 27us/step - loss: 94954.6875 - mean_absolute_error: 264.4603 - val_loss: 158835.1165 - val_mean_absolute_error: 376.9424 Epoch 2180/5000 148/148 [==============================] - 0s 34us/step - loss: 94954.1719 - mean_absolute_error: 264.4593 - val_loss: 158834.3333 - val_mean_absolute_error: 376.9415 Epoch 2181/5000 148/148 [==============================] - 0s 27us/step - loss: 94953.6406 - mean_absolute_error: 264.4582 - val_loss: 158833.5812 - val_mean_absolute_error: 376.9405 Epoch 2182/5000 148/148 [==============================] - 0s 27us/step - loss: 94953.1094 - mean_absolute_error: 264.4572 - val_loss: 158832.8287 - val_mean_absolute_error: 376.9396 Epoch 2183/5000 148/148 [==============================] - 0s 27us/step - loss: 94952.5781 - mean_absolute_error: 264.4562 - val_loss: 158832.0925 - val_mean_absolute_error: 376.9386 Epoch 2184/5000 148/148 [==============================] - 0s 27us/step - loss: 94952.0547 - mean_absolute_error: 264.4553 - val_loss: 158831.3402 - val_mean_absolute_error: 376.9376 Epoch 2185/5000 148/148 [==============================] - 0s 41us/step - loss: 94951.5234 - mean_absolute_error: 264.4543 - val_loss: 158830.5879 - val_mean_absolute_error: 376.9366 Epoch 2186/5000 148/148 [==============================] - 0s 27us/step - loss: 94950.9922 - mean_absolute_error: 264.4532 - val_loss: 158829.8360 - val_mean_absolute_error: 376.9356 Epoch 2187/5000 148/148 [==============================] - 0s 34us/step - loss: 94950.4766 - mean_absolute_error: 264.4522 - val_loss: 158829.0837 - val_mean_absolute_error: 376.9346 Epoch 2188/5000 148/148 [==============================] - 0s 27us/step - loss: 94949.9531 - mean_absolute_error: 264.4513 - val_loss: 158828.3317 - val_mean_absolute_error: 376.9337 Epoch 2189/5000 148/148 [==============================] - 0s 34us/step - loss: 94949.4219 - mean_absolute_error: 264.4503 - val_loss: 158827.5796 - val_mean_absolute_error: 376.9327 Epoch 2190/5000 148/148 [==============================] - 0s 34us/step - loss: 94948.8984 - mean_absolute_error: 264.4493 - val_loss: 158826.8275 - val_mean_absolute_error: 376.9317 Epoch 2191/5000 148/148 [==============================] - 0s 34us/step - loss: 94948.3672 - mean_absolute_error: 264.4482 - val_loss: 158826.0752 - val_mean_absolute_error: 376.9307 Epoch 2192/5000 148/148 [==============================] - 0s 34us/step - loss: 94947.8281 - mean_absolute_error: 264.4472 - val_loss: 158825.3233 - val_mean_absolute_error: 376.9298 Epoch 2193/5000 148/148 [==============================] - 0s 27us/step - loss: 94947.3203 - mean_absolute_error: 264.4462 - val_loss: 158824.5713 - val_mean_absolute_error: 376.9288 Epoch 2194/5000 148/148 [==============================] - 0s 27us/step - loss: 94946.7891 - mean_absolute_error: 264.4452 - val_loss: 158823.8188 - val_mean_absolute_error: 376.9278 Epoch 2195/5000 148/148 [==============================] - 0s 41us/step - loss: 94946.2500 - mean_absolute_error: 264.4442 - val_loss: 158823.0825 - val_mean_absolute_error: 376.9269 Epoch 2196/5000 148/148 [==============================] - 0s 34us/step - loss: 94945.7266 - mean_absolute_error: 264.4433 - val_loss: 158822.3148 - val_mean_absolute_error: 376.9259 Epoch 2197/5000 148/148 [==============================] - 0s 27us/step - loss: 94945.1953 - mean_absolute_error: 264.4423 - val_loss: 158821.5625 - val_mean_absolute_error: 376.9249 Epoch 2198/5000 148/148 [==============================] - 0s 27us/step - loss: 94944.6641 - mean_absolute_error: 264.4413 - val_loss: 158820.8106 - val_mean_absolute_error: 376.9240 Epoch 2199/5000 148/148 [==============================] - 0s 20us/step - loss: 94944.1562 - mean_absolute_error: 264.4403 - val_loss: 158820.0738 - val_mean_absolute_error: 376.9230 Epoch 2200/5000 148/148 [==============================] - 0s 41us/step - loss: 94943.6250 - mean_absolute_error: 264.4393 - val_loss: 158819.3062 - val_mean_absolute_error: 376.9221 Epoch 2201/5000 148/148 [==============================] - 0s 34us/step - loss: 94943.0938 - mean_absolute_error: 264.4383 - val_loss: 158818.5544 - val_mean_absolute_error: 376.9211 Epoch 2202/5000 148/148 [==============================] - 0s 34us/step - loss: 94942.5703 - mean_absolute_error: 264.4373 - val_loss: 158817.8021 - val_mean_absolute_error: 376.9201 Epoch 2203/5000 148/148 [==============================] - 0s 27us/step - loss: 94942.0312 - mean_absolute_error: 264.4363 - val_loss: 158817.0652 - val_mean_absolute_error: 376.9191 Epoch 2204/5000 148/148 [==============================] - 0s 34us/step - loss: 94941.5000 - mean_absolute_error: 264.4352 - val_loss: 158816.3133 - val_mean_absolute_error: 376.9182 Epoch 2205/5000 148/148 [==============================] - 0s 27us/step - loss: 94940.9844 - mean_absolute_error: 264.4343 - val_loss: 158815.5456 - val_mean_absolute_error: 376.9172 Epoch 2206/5000 148/148 [==============================] - 0s 34us/step - loss: 94940.4531 - mean_absolute_error: 264.4333 - val_loss: 158814.8087 - val_mean_absolute_error: 376.9162 Epoch 2207/5000 148/148 [==============================] - 0s 34us/step - loss: 94939.9219 - mean_absolute_error: 264.4323 - val_loss: 158814.0413 - val_mean_absolute_error: 376.9152 Epoch 2208/5000 148/148 [==============================] - 0s 27us/step - loss: 94939.3828 - mean_absolute_error: 264.4312 - val_loss: 158813.2894 - val_mean_absolute_error: 376.9143 Epoch 2209/5000 148/148 [==============================] - 0s 27us/step - loss: 94938.8750 - mean_absolute_error: 264.4303 - val_loss: 158812.5525 - val_mean_absolute_error: 376.9133 Epoch 2210/5000 148/148 [==============================] - 0s 41us/step - loss: 94938.3359 - mean_absolute_error: 264.4293 - val_loss: 158811.7850 - val_mean_absolute_error: 376.9123 Epoch 2211/5000 148/148 [==============================] - 0s 34us/step - loss: 94937.8203 - mean_absolute_error: 264.4283 - val_loss: 158811.0483 - val_mean_absolute_error: 376.9114 Epoch 2212/5000 148/148 [==============================] - 0s 34us/step - loss: 94937.2891 - mean_absolute_error: 264.4273 - val_loss: 158810.2808 - val_mean_absolute_error: 376.9104 Epoch 2213/5000 148/148 [==============================] - 0s 34us/step - loss: 94936.7578 - mean_absolute_error: 264.4263 - val_loss: 158809.5285 - val_mean_absolute_error: 376.9094 Epoch 2214/5000 148/148 [==============================] - 0s 27us/step - loss: 94936.2266 - mean_absolute_error: 264.4253 - val_loss: 158808.7921 - val_mean_absolute_error: 376.9084 Epoch 2215/5000 148/148 [==============================] - 0s 27us/step - loss: 94935.7188 - mean_absolute_error: 264.4243 - val_loss: 158808.0400 - val_mean_absolute_error: 376.9074 Epoch 2216/5000 148/148 [==============================] - 0s 27us/step - loss: 94935.1719 - mean_absolute_error: 264.4233 - val_loss: 158807.2721 - val_mean_absolute_error: 376.9065 Epoch 2217/5000 148/148 [==============================] - 0s 27us/step - loss: 94934.6406 - mean_absolute_error: 264.4223 - val_loss: 158806.5512 - val_mean_absolute_error: 376.9055 Epoch 2218/5000 148/148 [==============================] - 0s 34us/step - loss: 94934.1250 - mean_absolute_error: 264.4213 - val_loss: 158805.7681 - val_mean_absolute_error: 376.9046 Epoch 2219/5000 148/148 [==============================] - 0s 27us/step - loss: 94933.5938 - mean_absolute_error: 264.4203 - val_loss: 158805.0158 - val_mean_absolute_error: 376.9036 Epoch 2220/5000 148/148 [==============================] - 0s 34us/step - loss: 94933.0703 - mean_absolute_error: 264.4193 - val_loss: 158804.2794 - val_mean_absolute_error: 376.9026 Epoch 2221/5000 148/148 [==============================] - 0s 27us/step - loss: 94932.5469 - mean_absolute_error: 264.4183 - val_loss: 158803.5271 - val_mean_absolute_error: 376.9016 Epoch 2222/5000 148/148 [==============================] - 0s 27us/step - loss: 94932.0234 - mean_absolute_error: 264.4173 - val_loss: 158802.7750 - val_mean_absolute_error: 376.9007 Epoch 2223/5000 148/148 [==============================] - 0s 34us/step - loss: 94931.4844 - mean_absolute_error: 264.4164 - val_loss: 158802.0383 - val_mean_absolute_error: 376.8998 Epoch 2224/5000 148/148 [==============================] - 0s 27us/step - loss: 94930.9688 - mean_absolute_error: 264.4153 - val_loss: 158801.2554 - val_mean_absolute_error: 376.8988 Epoch 2225/5000 148/148 [==============================] - 0s 27us/step - loss: 94930.4297 - mean_absolute_error: 264.4144 - val_loss: 158800.5185 - val_mean_absolute_error: 376.8978 Epoch 2226/5000 148/148 [==============================] - 0s 27us/step - loss: 94929.9062 - mean_absolute_error: 264.4134 - val_loss: 158799.7821 - val_mean_absolute_error: 376.8968 Epoch 2227/5000 148/148 [==============================] - 0s 27us/step - loss: 94929.3828 - mean_absolute_error: 264.4124 - val_loss: 158799.0300 - val_mean_absolute_error: 376.8958 Epoch 2228/5000 148/148 [==============================] - 0s 34us/step - loss: 94928.8516 - mean_absolute_error: 264.4113 - val_loss: 158798.2467 - val_mean_absolute_error: 376.8949 Epoch 2229/5000 148/148 [==============================] - 0s 20us/step - loss: 94928.3203 - mean_absolute_error: 264.4103 - val_loss: 158797.5258 - val_mean_absolute_error: 376.8940 Epoch 2230/5000 148/148 [==============================] - 0s 34us/step - loss: 94927.8125 - mean_absolute_error: 264.4093 - val_loss: 158796.7733 - val_mean_absolute_error: 376.8930 Epoch 2231/5000 148/148 [==============================] - 0s 34us/step - loss: 94927.2734 - mean_absolute_error: 264.4084 - val_loss: 158796.0058 - val_mean_absolute_error: 376.8920 Epoch 2232/5000 148/148 [==============================] - 0s 27us/step - loss: 94926.7266 - mean_absolute_error: 264.4074 - val_loss: 158795.2383 - val_mean_absolute_error: 376.8910 Epoch 2233/5000 148/148 [==============================] - 0s 34us/step - loss: 94926.2031 - mean_absolute_error: 264.4063 - val_loss: 158794.5171 - val_mean_absolute_error: 376.8900 Epoch 2234/5000 148/148 [==============================] - 0s 27us/step - loss: 94925.6875 - mean_absolute_error: 264.4053 - val_loss: 158793.7496 - val_mean_absolute_error: 376.8890 Epoch 2235/5000 148/148 [==============================] - 0s 34us/step - loss: 94925.1562 - mean_absolute_error: 264.4044 - val_loss: 158792.9973 - val_mean_absolute_error: 376.8881 Epoch 2236/5000 148/148 [==============================] - 0s 27us/step - loss: 94924.6250 - mean_absolute_error: 264.4034 - val_loss: 158792.2454 - val_mean_absolute_error: 376.8871 Epoch 2237/5000 148/148 [==============================] - 0s 27us/step - loss: 94924.1094 - mean_absolute_error: 264.4024 - val_loss: 158791.5085 - val_mean_absolute_error: 376.8861 Epoch 2238/5000 148/148 [==============================] - 0s 27us/step - loss: 94923.5781 - mean_absolute_error: 264.4013 - val_loss: 158790.7408 - val_mean_absolute_error: 376.8851 Epoch 2239/5000 148/148 [==============================] - 0s 34us/step - loss: 94923.0391 - mean_absolute_error: 264.4003 - val_loss: 158790.0046 - val_mean_absolute_error: 376.8842 Epoch 2240/5000 148/148 [==============================] - 0s 34us/step - loss: 94922.5234 - mean_absolute_error: 264.3994 - val_loss: 158789.2521 - val_mean_absolute_error: 376.8832 Epoch 2241/5000 148/148 [==============================] - 0s 27us/step - loss: 94922.0000 - mean_absolute_error: 264.3983 - val_loss: 158788.4846 - val_mean_absolute_error: 376.8822 Epoch 2242/5000 148/148 [==============================] - 0s 34us/step - loss: 94921.4688 - mean_absolute_error: 264.3974 - val_loss: 158787.7481 - val_mean_absolute_error: 376.8813 Epoch 2243/5000 148/148 [==============================] - 0s 27us/step - loss: 94920.9375 - mean_absolute_error: 264.3964 - val_loss: 158786.9804 - val_mean_absolute_error: 376.8803 Epoch 2244/5000 148/148 [==============================] - 0s 27us/step - loss: 94920.4062 - mean_absolute_error: 264.3954 - val_loss: 158786.2437 - val_mean_absolute_error: 376.8793 Epoch 2245/5000 148/148 [==============================] - 0s 34us/step - loss: 94919.8750 - mean_absolute_error: 264.3944 - val_loss: 158785.4917 - val_mean_absolute_error: 376.8784 Epoch 2246/5000 148/148 [==============================] - 0s 27us/step - loss: 94919.3672 - mean_absolute_error: 264.3934 - val_loss: 158784.7242 - val_mean_absolute_error: 376.8774 Epoch 2247/5000 148/148 [==============================] - 0s 34us/step - loss: 94918.8281 - mean_absolute_error: 264.3924 - val_loss: 158783.9873 - val_mean_absolute_error: 376.8764 Epoch 2248/5000 148/148 [==============================] - 0s 27us/step - loss: 94918.2969 - mean_absolute_error: 264.3914 - val_loss: 158783.2200 - val_mean_absolute_error: 376.8755 Epoch 2249/5000 148/148 [==============================] - 0s 27us/step - loss: 94917.7734 - mean_absolute_error: 264.3904 - val_loss: 158782.4987 - val_mean_absolute_error: 376.8745 Epoch 2250/5000 148/148 [==============================] - 0s 27us/step - loss: 94917.2422 - mean_absolute_error: 264.3894 - val_loss: 158781.7154 - val_mean_absolute_error: 376.8735 Epoch 2251/5000 148/148 [==============================] - 0s 27us/step - loss: 94916.7188 - mean_absolute_error: 264.3884 - val_loss: 158780.9792 - val_mean_absolute_error: 376.8725 Epoch 2252/5000 148/148 [==============================] - 0s 27us/step - loss: 94916.1875 - mean_absolute_error: 264.3874 - val_loss: 158780.2269 - val_mean_absolute_error: 376.8716 Epoch 2253/5000 148/148 [==============================] - 0s 27us/step - loss: 94915.6719 - mean_absolute_error: 264.3864 - val_loss: 158779.4592 - val_mean_absolute_error: 376.8706 Epoch 2254/5000 148/148 [==============================] - 0s 41us/step - loss: 94915.1406 - mean_absolute_error: 264.3854 - val_loss: 158778.7227 - val_mean_absolute_error: 376.8697 Epoch 2255/5000 148/148 [==============================] - 0s 27us/step - loss: 94914.6250 - mean_absolute_error: 264.3844 - val_loss: 158777.9858 - val_mean_absolute_error: 376.8686 Epoch 2256/5000 148/148 [==============================] - 0s 34us/step - loss: 94914.0859 - mean_absolute_error: 264.3834 - val_loss: 158777.2029 - val_mean_absolute_error: 376.8676 Epoch 2257/5000 148/148 [==============================] - 0s 27us/step - loss: 94913.5547 - mean_absolute_error: 264.3824 - val_loss: 158776.4660 - val_mean_absolute_error: 376.8667 Epoch 2258/5000 148/148 [==============================] - 0s 34us/step - loss: 94913.0234 - mean_absolute_error: 264.3814 - val_loss: 158775.7296 - val_mean_absolute_error: 376.8657 Epoch 2259/5000 148/148 [==============================] - 0s 34us/step - loss: 94912.5078 - mean_absolute_error: 264.3804 - val_loss: 158774.9773 - val_mean_absolute_error: 376.8647 Epoch 2260/5000 148/148 [==============================] - 0s 34us/step - loss: 94911.9688 - mean_absolute_error: 264.3794 - val_loss: 158774.2096 - val_mean_absolute_error: 376.8638 Epoch 2261/5000 148/148 [==============================] - 0s 27us/step - loss: 94911.4375 - mean_absolute_error: 264.3784 - val_loss: 158773.4733 - val_mean_absolute_error: 376.8628 Epoch 2262/5000 148/148 [==============================] - 0s 34us/step - loss: 94910.9219 - mean_absolute_error: 264.3774 - val_loss: 158772.7054 - val_mean_absolute_error: 376.8618 Epoch 2263/5000 148/148 [==============================] - 0s 27us/step - loss: 94910.3906 - mean_absolute_error: 264.3764 - val_loss: 158771.9533 - val_mean_absolute_error: 376.8609 Epoch 2264/5000 148/148 [==============================] - 0s 34us/step - loss: 94909.8672 - mean_absolute_error: 264.3754 - val_loss: 158771.2169 - val_mean_absolute_error: 376.8599 Epoch 2265/5000 148/148 [==============================] - 0s 27us/step - loss: 94909.3438 - mean_absolute_error: 264.3744 - val_loss: 158770.4646 - val_mean_absolute_error: 376.8590 Epoch 2266/5000 148/148 [==============================] - 0s 27us/step - loss: 94908.8047 - mean_absolute_error: 264.3734 - val_loss: 158769.6817 - val_mean_absolute_error: 376.8580 Epoch 2267/5000 148/148 [==============================] - 0s 27us/step - loss: 94908.2812 - mean_absolute_error: 264.3724 - val_loss: 158768.9604 - val_mean_absolute_error: 376.8570 Epoch 2268/5000 148/148 [==============================] - 0s 27us/step - loss: 94907.7656 - mean_absolute_error: 264.3715 - val_loss: 158768.2083 - val_mean_absolute_error: 376.8560 Epoch 2269/5000 148/148 [==============================] - 0s 34us/step - loss: 94907.2266 - mean_absolute_error: 264.3705 - val_loss: 158767.4560 - val_mean_absolute_error: 376.8551 Epoch 2270/5000 148/148 [==============================] - 0s 27us/step - loss: 94906.6953 - mean_absolute_error: 264.3695 - val_loss: 158766.6888 - val_mean_absolute_error: 376.8541 Epoch 2271/5000 148/148 [==============================] - 0s 34us/step - loss: 94906.1719 - mean_absolute_error: 264.3685 - val_loss: 158765.9519 - val_mean_absolute_error: 376.8531 Epoch 2272/5000 148/148 [==============================] - 0s 41us/step - loss: 94905.6328 - mean_absolute_error: 264.3675 - val_loss: 158765.1842 - val_mean_absolute_error: 376.8522 Epoch 2273/5000 148/148 [==============================] - 0s 27us/step - loss: 94905.1172 - mean_absolute_error: 264.3665 - val_loss: 158764.4479 - val_mean_absolute_error: 376.8512 Epoch 2274/5000 148/148 [==============================] - 0s 27us/step - loss: 94904.6016 - mean_absolute_error: 264.3655 - val_loss: 158763.6802 - val_mean_absolute_error: 376.8502 Epoch 2275/5000 148/148 [==============================] - 0s 34us/step - loss: 94904.0703 - mean_absolute_error: 264.3645 - val_loss: 158762.9279 - val_mean_absolute_error: 376.8492 Epoch 2276/5000 148/148 [==============================] - 0s 27us/step - loss: 94903.5234 - mean_absolute_error: 264.3635 - val_loss: 158762.2069 - val_mean_absolute_error: 376.8483 Epoch 2277/5000 148/148 [==============================] - 0s 34us/step - loss: 94903.0156 - mean_absolute_error: 264.3625 - val_loss: 158761.4392 - val_mean_absolute_error: 376.8473 Epoch 2278/5000 148/148 [==============================] - 0s 27us/step - loss: 94902.4844 - mean_absolute_error: 264.3615 - val_loss: 158760.6871 - val_mean_absolute_error: 376.8464 Epoch 2279/5000 148/148 [==============================] - 0s 27us/step - loss: 94901.9531 - mean_absolute_error: 264.3605 - val_loss: 158759.9350 - val_mean_absolute_error: 376.8454 Epoch 2280/5000 148/148 [==============================] - 0s 34us/step - loss: 94901.4297 - mean_absolute_error: 264.3595 - val_loss: 158759.1829 - val_mean_absolute_error: 376.8443 Epoch 2281/5000 148/148 [==============================] - 0s 41us/step - loss: 94900.8984 - mean_absolute_error: 264.3585 - val_loss: 158758.4308 - val_mean_absolute_error: 376.8434 Epoch 2282/5000 148/148 [==============================] - 0s 34us/step - loss: 94900.3594 - mean_absolute_error: 264.3575 - val_loss: 158757.6787 - val_mean_absolute_error: 376.8424 Epoch 2283/5000 148/148 [==============================] - 0s 27us/step - loss: 94899.8516 - mean_absolute_error: 264.3565 - val_loss: 158756.9267 - val_mean_absolute_error: 376.8415 Epoch 2284/5000 148/148 [==============================] - 0s 54us/step - loss: 94899.3281 - mean_absolute_error: 264.3555 - val_loss: 158756.1744 - val_mean_absolute_error: 376.8405 Epoch 2285/5000 148/148 [==============================] - 0s 41us/step - loss: 94898.7812 - mean_absolute_error: 264.3545 - val_loss: 158755.4221 - val_mean_absolute_error: 376.8395 Epoch 2286/5000 148/148 [==============================] - 0s 34us/step - loss: 94898.2656 - mean_absolute_error: 264.3535 - val_loss: 158754.6548 - val_mean_absolute_error: 376.8385 Epoch 2287/5000 148/148 [==============================] - 0s 34us/step - loss: 94897.7422 - mean_absolute_error: 264.3525 - val_loss: 158753.9179 - val_mean_absolute_error: 376.8376 Epoch 2288/5000 148/148 [==============================] - 0s 34us/step - loss: 94897.2188 - mean_absolute_error: 264.3515 - val_loss: 158753.1504 - val_mean_absolute_error: 376.8366 Epoch 2289/5000 148/148 [==============================] - 0s 34us/step - loss: 94896.6719 - mean_absolute_error: 264.3505 - val_loss: 158752.4138 - val_mean_absolute_error: 376.8357 Epoch 2290/5000 148/148 [==============================] - 0s 34us/step - loss: 94896.1562 - mean_absolute_error: 264.3495 - val_loss: 158751.6771 - val_mean_absolute_error: 376.8347 Epoch 2291/5000 148/148 [==============================] - 0s 34us/step - loss: 94895.6250 - mean_absolute_error: 264.3485 - val_loss: 158750.9094 - val_mean_absolute_error: 376.8337 Epoch 2292/5000 148/148 [==============================] - 0s 27us/step - loss: 94895.0938 - mean_absolute_error: 264.3475 - val_loss: 158750.1729 - val_mean_absolute_error: 376.8327 Epoch 2293/5000 148/148 [==============================] - 0s 34us/step - loss: 94894.5781 - mean_absolute_error: 264.3465 - val_loss: 158749.4052 - val_mean_absolute_error: 376.8318 Epoch 2294/5000 148/148 [==============================] - 0s 20us/step - loss: 94894.0312 - mean_absolute_error: 264.3456 - val_loss: 158748.6529 - val_mean_absolute_error: 376.8308 Epoch 2295/5000 148/148 [==============================] - 0s 27us/step - loss: 94893.5156 - mean_absolute_error: 264.3445 - val_loss: 158747.9167 - val_mean_absolute_error: 376.8298 Epoch 2296/5000 148/148 [==============================] - 0s 34us/step - loss: 94892.9844 - mean_absolute_error: 264.3436 - val_loss: 158747.1642 - val_mean_absolute_error: 376.8289 Epoch 2297/5000 148/148 [==============================] - 0s 34us/step - loss: 94892.4609 - mean_absolute_error: 264.3426 - val_loss: 158746.3967 - val_mean_absolute_error: 376.8279 Epoch 2298/5000 148/148 [==============================] - 0s 27us/step - loss: 94891.9375 - mean_absolute_error: 264.3415 - val_loss: 158745.6604 - val_mean_absolute_error: 376.8269 Epoch 2299/5000 148/148 [==============================] - 0s 27us/step - loss: 94891.4141 - mean_absolute_error: 264.3405 - val_loss: 158744.8925 - val_mean_absolute_error: 376.8260 Epoch 2300/5000 148/148 [==============================] - 0s 27us/step - loss: 94890.8750 - mean_absolute_error: 264.3395 - val_loss: 158744.1713 - val_mean_absolute_error: 376.8250 Epoch 2301/5000 148/148 [==============================] - 0s 27us/step - loss: 94890.3594 - mean_absolute_error: 264.3386 - val_loss: 158743.4040 - val_mean_absolute_error: 376.8240 Epoch 2302/5000 148/148 [==============================] - 0s 34us/step - loss: 94889.8281 - mean_absolute_error: 264.3376 - val_loss: 158742.6517 - val_mean_absolute_error: 376.8230 Epoch 2303/5000 148/148 [==============================] - 0s 27us/step - loss: 94889.2969 - mean_absolute_error: 264.3365 - val_loss: 158741.8840 - val_mean_absolute_error: 376.8220 Epoch 2304/5000 148/148 [==============================] - 0s 34us/step - loss: 94888.7656 - mean_absolute_error: 264.3355 - val_loss: 158741.1629 - val_mean_absolute_error: 376.8211 Epoch 2305/5000 148/148 [==============================] - 0s 27us/step - loss: 94888.2422 - mean_absolute_error: 264.3346 - val_loss: 158740.3800 - val_mean_absolute_error: 376.8201 Epoch 2306/5000 148/148 [==============================] - 0s 34us/step - loss: 94887.7266 - mean_absolute_error: 264.3335 - val_loss: 158739.6431 - val_mean_absolute_error: 376.8191 Epoch 2307/5000 148/148 [==============================] - 0s 27us/step - loss: 94887.1797 - mean_absolute_error: 264.3326 - val_loss: 158738.8912 - val_mean_absolute_error: 376.8182 Epoch 2308/5000 148/148 [==============================] - 0s 27us/step - loss: 94886.6719 - mean_absolute_error: 264.3316 - val_loss: 158738.1544 - val_mean_absolute_error: 376.8172 Epoch 2309/5000 148/148 [==============================] - 0s 34us/step - loss: 94886.1406 - mean_absolute_error: 264.3305 - val_loss: 158737.3712 - val_mean_absolute_error: 376.8162 Epoch 2310/5000 148/148 [==============================] - 0s 34us/step - loss: 94885.6016 - mean_absolute_error: 264.3295 - val_loss: 158736.6346 - val_mean_absolute_error: 376.8152 Epoch 2311/5000 148/148 [==============================] - 0s 27us/step - loss: 94885.0781 - mean_absolute_error: 264.3285 - val_loss: 158735.8825 - val_mean_absolute_error: 376.8143 Epoch 2312/5000 148/148 [==============================] - 0s 27us/step - loss: 94884.5625 - mean_absolute_error: 264.3275 - val_loss: 158735.1458 - val_mean_absolute_error: 376.8133 Epoch 2313/5000 148/148 [==============================] - 0s 41us/step - loss: 94884.0234 - mean_absolute_error: 264.3266 - val_loss: 158734.3629 - val_mean_absolute_error: 376.8123 Epoch 2314/5000 148/148 [==============================] - 0s 34us/step - loss: 94883.4922 - mean_absolute_error: 264.3256 - val_loss: 158733.6417 - val_mean_absolute_error: 376.8114 Epoch 2315/5000 148/148 [==============================] - 0s 34us/step - loss: 94882.9766 - mean_absolute_error: 264.3246 - val_loss: 158732.8588 - val_mean_absolute_error: 376.8104 Epoch 2316/5000 148/148 [==============================] - 0s 27us/step - loss: 94882.4453 - mean_absolute_error: 264.3236 - val_loss: 158732.1219 - val_mean_absolute_error: 376.8095 Epoch 2317/5000 148/148 [==============================] - 0s 27us/step - loss: 94881.9062 - mean_absolute_error: 264.3226 - val_loss: 158731.3700 - val_mean_absolute_error: 376.8085 Epoch 2318/5000 148/148 [==============================] - 0s 34us/step - loss: 94881.3984 - mean_absolute_error: 264.3216 - val_loss: 158730.6177 - val_mean_absolute_error: 376.8075 Epoch 2319/5000 148/148 [==============================] - 0s 27us/step - loss: 94880.8594 - mean_absolute_error: 264.3206 - val_loss: 158729.8654 - val_mean_absolute_error: 376.8065 Epoch 2320/5000 148/148 [==============================] - 0s 27us/step - loss: 94880.3359 - mean_absolute_error: 264.3196 - val_loss: 158729.1444 - val_mean_absolute_error: 376.8056 Epoch 2321/5000 148/148 [==============================] - 0s 41us/step - loss: 94879.8125 - mean_absolute_error: 264.3186 - val_loss: 158728.3458 - val_mean_absolute_error: 376.8046 Epoch 2322/5000 148/148 [==============================] - 0s 34us/step - loss: 94879.2812 - mean_absolute_error: 264.3176 - val_loss: 158727.6246 - val_mean_absolute_error: 376.8036 Epoch 2323/5000 148/148 [==============================] - 0s 27us/step - loss: 94878.7500 - mean_absolute_error: 264.3166 - val_loss: 158726.8727 - val_mean_absolute_error: 376.8027 Epoch 2324/5000 148/148 [==============================] - 0s 34us/step - loss: 94878.2266 - mean_absolute_error: 264.3156 - val_loss: 158726.1358 - val_mean_absolute_error: 376.8017 Epoch 2325/5000 148/148 [==============================] - 0s 27us/step - loss: 94877.7031 - mean_absolute_error: 264.3146 - val_loss: 158725.3373 - val_mean_absolute_error: 376.8007 Epoch 2326/5000 148/148 [==============================] - 0s 27us/step - loss: 94877.1719 - mean_absolute_error: 264.3136 - val_loss: 158724.6162 - val_mean_absolute_error: 376.7998 Epoch 2327/5000 148/148 [==============================] - 0s 34us/step - loss: 94876.6641 - mean_absolute_error: 264.3127 - val_loss: 158723.8642 - val_mean_absolute_error: 376.7987 Epoch 2328/5000 148/148 [==============================] - 0s 27us/step - loss: 94876.1250 - mean_absolute_error: 264.3116 - val_loss: 158723.1117 - val_mean_absolute_error: 376.7978 Epoch 2329/5000 148/148 [==============================] - 0s 34us/step - loss: 94875.5859 - mean_absolute_error: 264.3106 - val_loss: 158722.3754 - val_mean_absolute_error: 376.7968 Epoch 2330/5000 148/148 [==============================] - 0s 27us/step - loss: 94875.0703 - mean_absolute_error: 264.3096 - val_loss: 158721.6079 - val_mean_absolute_error: 376.7959 Epoch 2331/5000 148/148 [==============================] - 0s 34us/step - loss: 94874.5312 - mean_absolute_error: 264.3087 - val_loss: 158720.8400 - val_mean_absolute_error: 376.7949 Epoch 2332/5000 148/148 [==============================] - 0s 27us/step - loss: 94874.0078 - mean_absolute_error: 264.3076 - val_loss: 158720.1192 - val_mean_absolute_error: 376.7939 Epoch 2333/5000 148/148 [==============================] - 0s 27us/step - loss: 94873.4844 - mean_absolute_error: 264.3066 - val_loss: 158719.3669 - val_mean_absolute_error: 376.7929 Epoch 2334/5000 148/148 [==============================] - 0s 34us/step - loss: 94872.9609 - mean_absolute_error: 264.3056 - val_loss: 158718.5992 - val_mean_absolute_error: 376.7920 Epoch 2335/5000 148/148 [==============================] - 0s 27us/step - loss: 94872.4219 - mean_absolute_error: 264.3046 - val_loss: 158717.8317 - val_mean_absolute_error: 376.7910 Epoch 2336/5000 148/148 [==============================] - 0s 34us/step - loss: 94871.8906 - mean_absolute_error: 264.3036 - val_loss: 158717.1104 - val_mean_absolute_error: 376.7900 Epoch 2337/5000 148/148 [==============================] - 0s 34us/step - loss: 94871.3750 - mean_absolute_error: 264.3026 - val_loss: 158716.3429 - val_mean_absolute_error: 376.7891 Epoch 2338/5000 148/148 [==============================] - 0s 34us/step - loss: 94870.8516 - mean_absolute_error: 264.3016 - val_loss: 158715.6060 - val_mean_absolute_error: 376.7881 Epoch 2339/5000 148/148 [==============================] - 0s 27us/step - loss: 94870.3203 - mean_absolute_error: 264.3007 - val_loss: 158714.8387 - val_mean_absolute_error: 376.7871 Epoch 2340/5000 148/148 [==============================] - 0s 27us/step - loss: 94869.7969 - mean_absolute_error: 264.2997 - val_loss: 158714.1019 - val_mean_absolute_error: 376.7862 Epoch 2341/5000 148/148 [==============================] - 0s 27us/step - loss: 94869.2656 - mean_absolute_error: 264.2987 - val_loss: 158713.3342 - val_mean_absolute_error: 376.7852 Epoch 2342/5000 148/148 [==============================] - 0s 34us/step - loss: 94868.7266 - mean_absolute_error: 264.2977 - val_loss: 158712.5979 - val_mean_absolute_error: 376.7842 Epoch 2343/5000 148/148 [==============================] - 0s 34us/step - loss: 94868.2188 - mean_absolute_error: 264.2967 - val_loss: 158711.8300 - val_mean_absolute_error: 376.7833 Epoch 2344/5000 148/148 [==============================] - 0s 34us/step - loss: 94867.6875 - mean_absolute_error: 264.2957 - val_loss: 158711.0779 - val_mean_absolute_error: 376.7822 Epoch 2345/5000 148/148 [==============================] - 0s 27us/step - loss: 94867.1484 - mean_absolute_error: 264.2946 - val_loss: 158710.3417 - val_mean_absolute_error: 376.7813 Epoch 2346/5000 148/148 [==============================] - 0s 27us/step - loss: 94866.6328 - mean_absolute_error: 264.2936 - val_loss: 158709.6046 - val_mean_absolute_error: 376.7803 Epoch 2347/5000 148/148 [==============================] - 0s 34us/step - loss: 94866.1094 - mean_absolute_error: 264.2926 - val_loss: 158708.8371 - val_mean_absolute_error: 376.7794 Epoch 2348/5000 148/148 [==============================] - 0s 27us/step - loss: 94865.5781 - mean_absolute_error: 264.2917 - val_loss: 158708.0852 - val_mean_absolute_error: 376.7784 Epoch 2349/5000 148/148 [==============================] - 0s 34us/step - loss: 94865.0469 - mean_absolute_error: 264.2907 - val_loss: 158707.3329 - val_mean_absolute_error: 376.7774 Epoch 2350/5000 148/148 [==============================] - 0s 34us/step - loss: 94864.5234 - mean_absolute_error: 264.2896 - val_loss: 158706.5806 - val_mean_absolute_error: 376.7764 Epoch 2351/5000 148/148 [==============================] - 0s 27us/step - loss: 94863.9922 - mean_absolute_error: 264.2886 - val_loss: 158705.8287 - val_mean_absolute_error: 376.7754 Epoch 2352/5000 148/148 [==============================] - 0s 27us/step - loss: 94863.4688 - mean_absolute_error: 264.2877 - val_loss: 158705.0921 - val_mean_absolute_error: 376.7745 Epoch 2353/5000 148/148 [==============================] - 0s 34us/step - loss: 94862.9375 - mean_absolute_error: 264.2867 - val_loss: 158704.3242 - val_mean_absolute_error: 376.7735 Epoch 2354/5000 148/148 [==============================] - 0s 34us/step - loss: 94862.3984 - mean_absolute_error: 264.2857 - val_loss: 158703.5879 - val_mean_absolute_error: 376.7725 Epoch 2355/5000 148/148 [==============================] - 0s 34us/step - loss: 94861.8906 - mean_absolute_error: 264.2847 - val_loss: 158702.8202 - val_mean_absolute_error: 376.7715 Epoch 2356/5000 148/148 [==============================] - 0s 34us/step - loss: 94861.3594 - mean_absolute_error: 264.2836 - val_loss: 158702.0679 - val_mean_absolute_error: 376.7706 Epoch 2357/5000 148/148 [==============================] - 0s 27us/step - loss: 94860.8281 - mean_absolute_error: 264.2827 - val_loss: 158701.3315 - val_mean_absolute_error: 376.7696 Epoch 2358/5000 148/148 [==============================] - 0s 27us/step - loss: 94860.3125 - mean_absolute_error: 264.2817 - val_loss: 158700.5792 - val_mean_absolute_error: 376.7686 Epoch 2359/5000 148/148 [==============================] - 0s 34us/step - loss: 94859.7734 - mean_absolute_error: 264.2807 - val_loss: 158699.8117 - val_mean_absolute_error: 376.7677 Epoch 2360/5000 148/148 [==============================] - 0s 27us/step - loss: 94859.2500 - mean_absolute_error: 264.2797 - val_loss: 158699.0750 - val_mean_absolute_error: 376.7667 Epoch 2361/5000 148/148 [==============================] - 0s 27us/step - loss: 94858.7188 - mean_absolute_error: 264.2787 - val_loss: 158698.3229 - val_mean_absolute_error: 376.7658 Epoch 2362/5000 148/148 [==============================] - 0s 34us/step - loss: 94858.2031 - mean_absolute_error: 264.2777 - val_loss: 158697.5708 - val_mean_absolute_error: 376.7648 Epoch 2363/5000 148/148 [==============================] - 0s 27us/step - loss: 94857.6719 - mean_absolute_error: 264.2767 - val_loss: 158696.8031 - val_mean_absolute_error: 376.7638 Epoch 2364/5000 148/148 [==============================] - 0s 34us/step - loss: 94857.1328 - mean_absolute_error: 264.2757 - val_loss: 158696.0667 - val_mean_absolute_error: 376.7629 Epoch 2365/5000 148/148 [==============================] - 0s 27us/step - loss: 94856.6172 - mean_absolute_error: 264.2747 - val_loss: 158695.3144 - val_mean_absolute_error: 376.7619 Epoch 2366/5000 148/148 [==============================] - 0s 34us/step - loss: 94856.0781 - mean_absolute_error: 264.2737 - val_loss: 158694.5467 - val_mean_absolute_error: 376.7609 Epoch 2367/5000 148/148 [==============================] - 0s 27us/step - loss: 94855.5547 - mean_absolute_error: 264.2728 - val_loss: 158693.8104 - val_mean_absolute_error: 376.7600 Epoch 2368/5000 148/148 [==============================] - 0s 27us/step - loss: 94855.0391 - mean_absolute_error: 264.2718 - val_loss: 158693.0579 - val_mean_absolute_error: 376.7590 Epoch 2369/5000 148/148 [==============================] - 0s 34us/step - loss: 94854.5000 - mean_absolute_error: 264.2707 - val_loss: 158692.2904 - val_mean_absolute_error: 376.7580 Epoch 2370/5000 148/148 [==============================] - 0s 27us/step - loss: 94853.9766 - mean_absolute_error: 264.2697 - val_loss: 158691.5540 - val_mean_absolute_error: 376.7571 Epoch 2371/5000 148/148 [==============================] - 0s 41us/step - loss: 94853.4531 - mean_absolute_error: 264.2687 - val_loss: 158690.8017 - val_mean_absolute_error: 376.7561 Epoch 2372/5000 148/148 [==============================] - 0s 34us/step - loss: 94852.9219 - mean_absolute_error: 264.2678 - val_loss: 158690.0496 - val_mean_absolute_error: 376.7551 Epoch 2373/5000 148/148 [==============================] - 0s 27us/step - loss: 94852.3906 - mean_absolute_error: 264.2668 - val_loss: 158689.3129 - val_mean_absolute_error: 376.7542 Epoch 2374/5000 148/148 [==============================] - 0s 27us/step - loss: 94851.8750 - mean_absolute_error: 264.2657 - val_loss: 158688.5454 - val_mean_absolute_error: 376.7531 Epoch 2375/5000 148/148 [==============================] - 0s 34us/step - loss: 94851.3438 - mean_absolute_error: 264.2647 - val_loss: 158687.7777 - val_mean_absolute_error: 376.7521 Epoch 2376/5000 148/148 [==============================] - 0s 34us/step - loss: 94850.8203 - mean_absolute_error: 264.2638 - val_loss: 158687.0567 - val_mean_absolute_error: 376.7512 Epoch 2377/5000 148/148 [==============================] - 0s 34us/step - loss: 94850.2969 - mean_absolute_error: 264.2628 - val_loss: 158686.2737 - val_mean_absolute_error: 376.7502 Epoch 2378/5000 148/148 [==============================] - 0s 34us/step - loss: 94849.7656 - mean_absolute_error: 264.2618 - val_loss: 158685.5369 - val_mean_absolute_error: 376.7492 Epoch 2379/5000 148/148 [==============================] - 0s 27us/step - loss: 94849.2266 - mean_absolute_error: 264.2607 - val_loss: 158684.8004 - val_mean_absolute_error: 376.7483 Epoch 2380/5000 148/148 [==============================] - 0s 27us/step - loss: 94848.7109 - mean_absolute_error: 264.2597 - val_loss: 158684.0327 - val_mean_absolute_error: 376.7473 Epoch 2381/5000 148/148 [==============================] - 0s 34us/step - loss: 94848.1875 - mean_absolute_error: 264.2587 - val_loss: 158683.2958 - val_mean_absolute_error: 376.7463 Epoch 2382/5000 148/148 [==============================] - 0s 34us/step - loss: 94847.6562 - mean_absolute_error: 264.2578 - val_loss: 158682.5285 - val_mean_absolute_error: 376.7453 Epoch 2383/5000 148/148 [==============================] - 0s 27us/step - loss: 94847.1250 - mean_absolute_error: 264.2567 - val_loss: 158681.7762 - val_mean_absolute_error: 376.7444 Epoch 2384/5000 148/148 [==============================] - 0s 27us/step - loss: 94846.6016 - mean_absolute_error: 264.2558 - val_loss: 158681.0242 - val_mean_absolute_error: 376.7434 Epoch 2385/5000 148/148 [==============================] - 0s 41us/step - loss: 94846.0703 - mean_absolute_error: 264.2548 - val_loss: 158680.3031 - val_mean_absolute_error: 376.7425 Epoch 2386/5000 148/148 [==============================] - 0s 27us/step - loss: 94845.5547 - mean_absolute_error: 264.2538 - val_loss: 158679.5354 - val_mean_absolute_error: 376.7415 Epoch 2387/5000 148/148 [==============================] - 0s 34us/step - loss: 94845.0234 - mean_absolute_error: 264.2528 - val_loss: 158678.7677 - val_mean_absolute_error: 376.7405 Epoch 2388/5000 148/148 [==============================] - 0s 27us/step - loss: 94844.4922 - mean_absolute_error: 264.2518 - val_loss: 158678.0312 - val_mean_absolute_error: 376.7396 Epoch 2389/5000 148/148 [==============================] - 0s 34us/step - loss: 94843.9766 - mean_absolute_error: 264.2508 - val_loss: 158677.2946 - val_mean_absolute_error: 376.7386 Epoch 2390/5000 148/148 [==============================] - 0s 34us/step - loss: 94843.4375 - mean_absolute_error: 264.2498 - val_loss: 158676.5267 - val_mean_absolute_error: 376.7376 Epoch 2391/5000 148/148 [==============================] - 0s 34us/step - loss: 94842.9062 - mean_absolute_error: 264.2488 - val_loss: 158675.7750 - val_mean_absolute_error: 376.7367 Epoch 2392/5000 148/148 [==============================] - 0s 27us/step - loss: 94842.3984 - mean_absolute_error: 264.2478 - val_loss: 158675.0229 - val_mean_absolute_error: 376.7357 Epoch 2393/5000 148/148 [==============================] - 0s 34us/step - loss: 94841.8594 - mean_absolute_error: 264.2468 - val_loss: 158674.2704 - val_mean_absolute_error: 376.7347 Epoch 2394/5000 148/148 [==============================] - 0s 34us/step - loss: 94841.3281 - mean_absolute_error: 264.2458 - val_loss: 158673.5496 - val_mean_absolute_error: 376.7338 Epoch 2395/5000 148/148 [==============================] - 0s 20us/step - loss: 94840.8125 - mean_absolute_error: 264.2448 - val_loss: 158672.7819 - val_mean_absolute_error: 376.7328 Epoch 2396/5000 148/148 [==============================] - 0s 41us/step - loss: 94840.2734 - mean_absolute_error: 264.2438 - val_loss: 158672.0142 - val_mean_absolute_error: 376.7318 Epoch 2397/5000 148/148 [==============================] - 0s 34us/step - loss: 94839.7500 - mean_absolute_error: 264.2428 - val_loss: 158671.2929 - val_mean_absolute_error: 376.7308 Epoch 2398/5000 148/148 [==============================] - 0s 27us/step - loss: 94839.2188 - mean_absolute_error: 264.2418 - val_loss: 158670.5254 - val_mean_absolute_error: 376.7298 Epoch 2399/5000 148/148 [==============================] - 0s 34us/step - loss: 94838.7031 - mean_absolute_error: 264.2408 - val_loss: 158669.7579 - val_mean_absolute_error: 376.7289 Epoch 2400/5000 148/148 [==============================] - 0s 34us/step - loss: 94838.1641 - mean_absolute_error: 264.2398 - val_loss: 158669.0210 - val_mean_absolute_error: 376.7279 Epoch 2401/5000 148/148 [==============================] - 0s 34us/step - loss: 94837.6328 - mean_absolute_error: 264.2388 - val_loss: 158668.2692 - val_mean_absolute_error: 376.7269 Epoch 2402/5000 148/148 [==============================] - 0s 27us/step - loss: 94837.1250 - mean_absolute_error: 264.2378 - val_loss: 158667.5015 - val_mean_absolute_error: 376.7260 Epoch 2403/5000 148/148 [==============================] - 0s 34us/step - loss: 94836.5859 - mean_absolute_error: 264.2368 - val_loss: 158666.7646 - val_mean_absolute_error: 376.7250 Epoch 2404/5000 148/148 [==============================] - 0s 27us/step - loss: 94836.0625 - mean_absolute_error: 264.2358 - val_loss: 158665.9975 - val_mean_absolute_error: 376.7240 Epoch 2405/5000 148/148 [==============================] - 0s 27us/step - loss: 94835.5391 - mean_absolute_error: 264.2348 - val_loss: 158665.2604 - val_mean_absolute_error: 376.7230 Epoch 2406/5000 148/148 [==============================] - 0s 34us/step - loss: 94835.0078 - mean_absolute_error: 264.2338 - val_loss: 158664.5083 - val_mean_absolute_error: 376.7221 Epoch 2407/5000 148/148 [==============================] - 0s 27us/step - loss: 94834.4766 - mean_absolute_error: 264.2328 - val_loss: 158663.7721 - val_mean_absolute_error: 376.7211 Epoch 2408/5000 148/148 [==============================] - 0s 34us/step - loss: 94833.9531 - mean_absolute_error: 264.2318 - val_loss: 158663.0196 - val_mean_absolute_error: 376.7201 Epoch 2409/5000 148/148 [==============================] - 0s 34us/step - loss: 94833.4219 - mean_absolute_error: 264.2308 - val_loss: 158662.2521 - val_mean_absolute_error: 376.7191 Epoch 2410/5000 148/148 [==============================] - 0s 27us/step - loss: 94832.8906 - mean_absolute_error: 264.2298 - val_loss: 158661.5002 - val_mean_absolute_error: 376.7182 Epoch 2411/5000 148/148 [==============================] - 0s 27us/step - loss: 94832.3750 - mean_absolute_error: 264.2289 - val_loss: 158660.7633 - val_mean_absolute_error: 376.7173 Epoch 2412/5000 148/148 [==============================] - 0s 34us/step - loss: 94831.8438 - mean_absolute_error: 264.2279 - val_loss: 158659.9956 - val_mean_absolute_error: 376.7163 Epoch 2413/5000 148/148 [==============================] - 0s 41us/step - loss: 94831.3047 - mean_absolute_error: 264.2269 - val_loss: 158659.2592 - val_mean_absolute_error: 376.7153 Epoch 2414/5000 148/148 [==============================] - 0s 27us/step - loss: 94830.8047 - mean_absolute_error: 264.2259 - val_loss: 158658.4917 - val_mean_absolute_error: 376.7144 Epoch 2415/5000 148/148 [==============================] - 0s 27us/step - loss: 94830.2656 - mean_absolute_error: 264.2249 - val_loss: 158657.7548 - val_mean_absolute_error: 376.7133 Epoch 2416/5000 148/148 [==============================] - 0s 27us/step - loss: 94829.7344 - mean_absolute_error: 264.2238 - val_loss: 158657.0029 - val_mean_absolute_error: 376.7124 Epoch 2417/5000 148/148 [==============================] - 0s 27us/step - loss: 94829.2188 - mean_absolute_error: 264.2229 - val_loss: 158656.2506 - val_mean_absolute_error: 376.7115 Epoch 2418/5000 148/148 [==============================] - 0s 34us/step - loss: 94828.6875 - mean_absolute_error: 264.2219 - val_loss: 158655.4829 - val_mean_absolute_error: 376.7105 Epoch 2419/5000 148/148 [==============================] - 0s 34us/step - loss: 94828.1484 - mean_absolute_error: 264.2209 - val_loss: 158654.7467 - val_mean_absolute_error: 376.7095 Epoch 2420/5000 148/148 [==============================] - 0s 27us/step - loss: 94827.6328 - mean_absolute_error: 264.2199 - val_loss: 158653.9942 - val_mean_absolute_error: 376.7086 Epoch 2421/5000 148/148 [==============================] - 0s 34us/step - loss: 94827.1016 - mean_absolute_error: 264.2189 - val_loss: 158653.2421 - val_mean_absolute_error: 376.7075 Epoch 2422/5000 148/148 [==============================] - 0s 27us/step - loss: 94826.5781 - mean_absolute_error: 264.2179 - val_loss: 158652.4904 - val_mean_absolute_error: 376.7065 Epoch 2423/5000 148/148 [==============================] - 0s 27us/step - loss: 94826.0625 - mean_absolute_error: 264.2169 - val_loss: 158651.7379 - val_mean_absolute_error: 376.7056 Epoch 2424/5000 148/148 [==============================] - 0s 27us/step - loss: 94825.5234 - mean_absolute_error: 264.2159 - val_loss: 158650.9858 - val_mean_absolute_error: 376.7046 Epoch 2425/5000 148/148 [==============================] - 0s 34us/step - loss: 94824.9844 - mean_absolute_error: 264.2149 - val_loss: 158650.2494 - val_mean_absolute_error: 376.7036 Epoch 2426/5000 148/148 [==============================] - 0s 34us/step - loss: 94824.4766 - mean_absolute_error: 264.2139 - val_loss: 158649.4817 - val_mean_absolute_error: 376.7027 Epoch 2427/5000 148/148 [==============================] - 0s 27us/step - loss: 94823.9375 - mean_absolute_error: 264.2128 - val_loss: 158648.7294 - val_mean_absolute_error: 376.7017 Epoch 2428/5000 148/148 [==============================] - 0s 34us/step - loss: 94823.4141 - mean_absolute_error: 264.2119 - val_loss: 158647.9929 - val_mean_absolute_error: 376.7007 Epoch 2429/5000 148/148 [==============================] - 0s 27us/step - loss: 94822.8828 - mean_absolute_error: 264.2109 - val_loss: 158647.2408 - val_mean_absolute_error: 376.6998 Epoch 2430/5000 148/148 [==============================] - 0s 34us/step - loss: 94822.3594 - mean_absolute_error: 264.2099 - val_loss: 158646.4885 - val_mean_absolute_error: 376.6988 Epoch 2431/5000 148/148 [==============================] - 0s 27us/step - loss: 94821.8281 - mean_absolute_error: 264.2089 - val_loss: 158645.7213 - val_mean_absolute_error: 376.6978 Epoch 2432/5000 148/148 [==============================] - 0s 27us/step - loss: 94821.3047 - mean_absolute_error: 264.2079 - val_loss: 158644.9844 - val_mean_absolute_error: 376.6968 Epoch 2433/5000 148/148 [==============================] - 0s 34us/step - loss: 94820.7812 - mean_absolute_error: 264.2069 - val_loss: 158644.2167 - val_mean_absolute_error: 376.6959 Epoch 2434/5000 148/148 [==============================] - 0s 34us/step - loss: 94820.2500 - mean_absolute_error: 264.2059 - val_loss: 158643.4650 - val_mean_absolute_error: 376.6949 Epoch 2435/5000 148/148 [==============================] - 0s 27us/step - loss: 94819.7266 - mean_absolute_error: 264.2049 - val_loss: 158642.7433 - val_mean_absolute_error: 376.6939 Epoch 2436/5000 148/148 [==============================] - 0s 41us/step - loss: 94819.2031 - mean_absolute_error: 264.2039 - val_loss: 158641.9758 - val_mean_absolute_error: 376.6930 Epoch 2437/5000 148/148 [==============================] - 0s 27us/step - loss: 94818.6641 - mean_absolute_error: 264.2029 - val_loss: 158641.2242 - val_mean_absolute_error: 376.6920 Epoch 2438/5000 148/148 [==============================] - 0s 34us/step - loss: 94818.1484 - mean_absolute_error: 264.2020 - val_loss: 158640.4871 - val_mean_absolute_error: 376.6911 Epoch 2439/5000 148/148 [==============================] - 0s 27us/step - loss: 94817.6172 - mean_absolute_error: 264.2009 - val_loss: 158639.7196 - val_mean_absolute_error: 376.6900 Epoch 2440/5000 148/148 [==============================] - 0s 27us/step - loss: 94817.0938 - mean_absolute_error: 264.1999 - val_loss: 158638.9673 - val_mean_absolute_error: 376.6891 Epoch 2441/5000 148/148 [==============================] - 0s 34us/step - loss: 94816.5625 - mean_absolute_error: 264.1989 - val_loss: 158638.2154 - val_mean_absolute_error: 376.6881 Epoch 2442/5000 148/148 [==============================] - 0s 27us/step - loss: 94816.0391 - mean_absolute_error: 264.1979 - val_loss: 158637.4631 - val_mean_absolute_error: 376.6872 Epoch 2443/5000 148/148 [==============================] - 0s 27us/step - loss: 94815.5078 - mean_absolute_error: 264.1970 - val_loss: 158636.7108 - val_mean_absolute_error: 376.6861 Epoch 2444/5000 148/148 [==============================] - 0s 27us/step - loss: 94814.9766 - mean_absolute_error: 264.1960 - val_loss: 158635.9746 - val_mean_absolute_error: 376.6851 Epoch 2445/5000 148/148 [==============================] - 0s 27us/step - loss: 94814.4609 - mean_absolute_error: 264.1949 - val_loss: 158635.1915 - val_mean_absolute_error: 376.6842 Epoch 2446/5000 148/148 [==============================] - 0s 27us/step - loss: 94813.9219 - mean_absolute_error: 264.1939 - val_loss: 158634.4546 - val_mean_absolute_error: 376.6832 Epoch 2447/5000 148/148 [==============================] - 0s 27us/step - loss: 94813.3906 - mean_absolute_error: 264.1930 - val_loss: 158633.7183 - val_mean_absolute_error: 376.6823 Epoch 2448/5000 148/148 [==============================] - 0s 34us/step - loss: 94812.8828 - mean_absolute_error: 264.1920 - val_loss: 158632.9813 - val_mean_absolute_error: 376.6813 Epoch 2449/5000 148/148 [==============================] - 0s 34us/step - loss: 94812.3438 - mean_absolute_error: 264.1909 - val_loss: 158632.1983 - val_mean_absolute_error: 376.6803 Epoch 2450/5000 148/148 [==============================] - 0s 34us/step - loss: 94811.8203 - mean_absolute_error: 264.1899 - val_loss: 158631.4619 - val_mean_absolute_error: 376.6793 Epoch 2451/5000 148/148 [==============================] - 0s 27us/step - loss: 94811.2969 - mean_absolute_error: 264.1889 - val_loss: 158630.7096 - val_mean_absolute_error: 376.6784 Epoch 2452/5000 148/148 [==============================] - 0s 34us/step - loss: 94810.7734 - mean_absolute_error: 264.1879 - val_loss: 158629.9575 - val_mean_absolute_error: 376.6774 Epoch 2453/5000 148/148 [==============================] - 0s 27us/step - loss: 94810.2344 - mean_absolute_error: 264.1870 - val_loss: 158629.1900 - val_mean_absolute_error: 376.6765 Epoch 2454/5000 148/148 [==============================] - 0s 27us/step - loss: 94809.7188 - mean_absolute_error: 264.1859 - val_loss: 158628.4688 - val_mean_absolute_error: 376.6755 Epoch 2455/5000 148/148 [==============================] - 0s 27us/step - loss: 94809.1875 - mean_absolute_error: 264.1850 - val_loss: 158627.6856 - val_mean_absolute_error: 376.6745 Epoch 2456/5000 148/148 [==============================] - 0s 27us/step - loss: 94808.6562 - mean_absolute_error: 264.1840 - val_loss: 158626.9646 - val_mean_absolute_error: 376.6736 Epoch 2457/5000 148/148 [==============================] - 0s 34us/step - loss: 94808.1328 - mean_absolute_error: 264.1830 - val_loss: 158626.2123 - val_mean_absolute_error: 376.6726 Epoch 2458/5000 148/148 [==============================] - 0s 27us/step - loss: 94807.6172 - mean_absolute_error: 264.1820 - val_loss: 158625.4600 - val_mean_absolute_error: 376.6716 Epoch 2459/5000 148/148 [==============================] - 0s 27us/step - loss: 94807.0781 - mean_absolute_error: 264.1810 - val_loss: 158624.7083 - val_mean_absolute_error: 376.6707 Epoch 2460/5000 148/148 [==============================] - 0s 27us/step - loss: 94806.5547 - mean_absolute_error: 264.1800 - val_loss: 158623.9560 - val_mean_absolute_error: 376.6697 Epoch 2461/5000 148/148 [==============================] - 0s 27us/step - loss: 94806.0312 - mean_absolute_error: 264.1790 - val_loss: 158623.1883 - val_mean_absolute_error: 376.6687 Epoch 2462/5000 148/148 [==============================] - 0s 34us/step - loss: 94805.5000 - mean_absolute_error: 264.1780 - val_loss: 158622.4521 - val_mean_absolute_error: 376.6678 Epoch 2463/5000 148/148 [==============================] - 0s 34us/step - loss: 94804.9766 - mean_absolute_error: 264.1770 - val_loss: 158621.6842 - val_mean_absolute_error: 376.6668 Epoch 2464/5000 148/148 [==============================] - 0s 34us/step - loss: 94804.4453 - mean_absolute_error: 264.1760 - val_loss: 158620.9475 - val_mean_absolute_error: 376.6658 Epoch 2465/5000 148/148 [==============================] - 0s 27us/step - loss: 94803.9141 - mean_absolute_error: 264.1750 - val_loss: 158620.1956 - val_mean_absolute_error: 376.6648 Epoch 2466/5000 148/148 [==============================] - 0s 34us/step - loss: 94803.3984 - mean_absolute_error: 264.1740 - val_loss: 158619.4279 - val_mean_absolute_error: 376.6639 Epoch 2467/5000 148/148 [==============================] - 0s 27us/step - loss: 94802.8594 - mean_absolute_error: 264.1730 - val_loss: 158618.6913 - val_mean_absolute_error: 376.6629 Epoch 2468/5000 148/148 [==============================] - 0s 34us/step - loss: 94802.3359 - mean_absolute_error: 264.1720 - val_loss: 158617.9392 - val_mean_absolute_error: 376.6620 Epoch 2469/5000 148/148 [==============================] - 0s 34us/step - loss: 94801.8203 - mean_absolute_error: 264.1710 - val_loss: 158617.1871 - val_mean_absolute_error: 376.6609 Epoch 2470/5000 148/148 [==============================] - 0s 27us/step - loss: 94801.2891 - mean_absolute_error: 264.1700 - val_loss: 158616.4348 - val_mean_absolute_error: 376.6599 Epoch 2471/5000 148/148 [==============================] - 0s 41us/step - loss: 94800.7578 - mean_absolute_error: 264.1690 - val_loss: 158615.6983 - val_mean_absolute_error: 376.6590 Epoch 2472/5000 148/148 [==============================] - 0s 27us/step - loss: 94800.2422 - mean_absolute_error: 264.1680 - val_loss: 158614.9306 - val_mean_absolute_error: 376.6580 Epoch 2473/5000 148/148 [==============================] - 0s 34us/step - loss: 94799.7031 - mean_absolute_error: 264.1671 - val_loss: 158614.1783 - val_mean_absolute_error: 376.6570 Epoch 2474/5000 148/148 [==============================] - 0s 27us/step - loss: 94799.1719 - mean_absolute_error: 264.1660 - val_loss: 158613.4421 - val_mean_absolute_error: 376.6560 Epoch 2475/5000 148/148 [==============================] - 0s 27us/step - loss: 94798.6641 - mean_absolute_error: 264.1650 - val_loss: 158612.6898 - val_mean_absolute_error: 376.6551 Epoch 2476/5000 148/148 [==============================] - 0s 27us/step - loss: 94798.1250 - mean_absolute_error: 264.1640 - val_loss: 158611.9221 - val_mean_absolute_error: 376.6541 Epoch 2477/5000 148/148 [==============================] - 0s 27us/step - loss: 94797.5938 - mean_absolute_error: 264.1630 - val_loss: 158611.1858 - val_mean_absolute_error: 376.6532 Epoch 2478/5000 148/148 [==============================] - 0s 27us/step - loss: 94797.0781 - mean_absolute_error: 264.1620 - val_loss: 158610.4333 - val_mean_absolute_error: 376.6522 Epoch 2479/5000 148/148 [==============================] - 0s 34us/step - loss: 94796.5469 - mean_absolute_error: 264.1610 - val_loss: 158609.6812 - val_mean_absolute_error: 376.6512 Epoch 2480/5000 148/148 [==============================] - 0s 34us/step - loss: 94796.0234 - mean_absolute_error: 264.1601 - val_loss: 158608.9448 - val_mean_absolute_error: 376.6503 Epoch 2481/5000 148/148 [==============================] - 0s 27us/step - loss: 94795.4922 - mean_absolute_error: 264.1591 - val_loss: 158608.1771 - val_mean_absolute_error: 376.6493 Epoch 2482/5000 148/148 [==============================] - 0s 34us/step - loss: 94794.9688 - mean_absolute_error: 264.1581 - val_loss: 158607.4096 - val_mean_absolute_error: 376.6483 Epoch 2483/5000 148/148 [==============================] - 0s 27us/step - loss: 94794.4219 - mean_absolute_error: 264.1571 - val_loss: 158606.7037 - val_mean_absolute_error: 376.6474 Epoch 2484/5000 148/148 [==============================] - 0s 27us/step - loss: 94793.9141 - mean_absolute_error: 264.1561 - val_loss: 158605.9208 - val_mean_absolute_error: 376.6464 Epoch 2485/5000 148/148 [==============================] - 0s 27us/step - loss: 94793.3828 - mean_absolute_error: 264.1551 - val_loss: 158605.1531 - val_mean_absolute_error: 376.6454 Epoch 2486/5000 148/148 [==============================] - 0s 27us/step - loss: 94792.8594 - mean_absolute_error: 264.1541 - val_loss: 158604.4321 - val_mean_absolute_error: 376.6445 Epoch 2487/5000 148/148 [==============================] - 0s 27us/step - loss: 94792.3359 - mean_absolute_error: 264.1531 - val_loss: 158603.6800 - val_mean_absolute_error: 376.6435 Epoch 2488/5000 148/148 [==============================] - 0s 34us/step - loss: 94791.8125 - mean_absolute_error: 264.1520 - val_loss: 158602.9121 - val_mean_absolute_error: 376.6425 Epoch 2489/5000 148/148 [==============================] - 0s 41us/step - loss: 94791.2734 - mean_absolute_error: 264.1511 - val_loss: 158602.1758 - val_mean_absolute_error: 376.6415 Epoch 2490/5000 148/148 [==============================] - 0s 27us/step - loss: 94790.7578 - mean_absolute_error: 264.1501 - val_loss: 158601.4083 - val_mean_absolute_error: 376.6406 Epoch 2491/5000 148/148 [==============================] - 0s 27us/step - loss: 94790.2266 - mean_absolute_error: 264.1491 - val_loss: 158600.6713 - val_mean_absolute_error: 376.6395 Epoch 2492/5000 148/148 [==============================] - 0s 34us/step - loss: 94789.6953 - mean_absolute_error: 264.1480 - val_loss: 158599.9196 - val_mean_absolute_error: 376.6386 Epoch 2493/5000 148/148 [==============================] - 0s 34us/step - loss: 94789.1797 - mean_absolute_error: 264.1471 - val_loss: 158599.1673 - val_mean_absolute_error: 376.6376 Epoch 2494/5000 148/148 [==============================] - 0s 34us/step - loss: 94788.6406 - mean_absolute_error: 264.1461 - val_loss: 158598.4304 - val_mean_absolute_error: 376.6367 Epoch 2495/5000 148/148 [==============================] - 0s 34us/step - loss: 94788.1172 - mean_absolute_error: 264.1451 - val_loss: 158597.6785 - val_mean_absolute_error: 376.6357 Epoch 2496/5000 148/148 [==============================] - 0s 27us/step - loss: 94787.5938 - mean_absolute_error: 264.1441 - val_loss: 158596.9262 - val_mean_absolute_error: 376.6347 Epoch 2497/5000 148/148 [==============================] - 0s 34us/step - loss: 94787.0625 - mean_absolute_error: 264.1431 - val_loss: 158596.1742 - val_mean_absolute_error: 376.6337 Epoch 2498/5000 148/148 [==============================] - 0s 34us/step - loss: 94786.5312 - mean_absolute_error: 264.1421 - val_loss: 158595.4065 - val_mean_absolute_error: 376.6327 Epoch 2499/5000 148/148 [==============================] - 0s 27us/step - loss: 94786.0078 - mean_absolute_error: 264.1411 - val_loss: 158594.6700 - val_mean_absolute_error: 376.6318 Epoch 2500/5000 148/148 [==============================] - 0s 34us/step - loss: 94785.4844 - mean_absolute_error: 264.1401 - val_loss: 158593.9023 - val_mean_absolute_error: 376.6308 Epoch 2501/5000 148/148 [==============================] - 0s 27us/step - loss: 94784.9531 - mean_absolute_error: 264.1391 - val_loss: 158593.1500 - val_mean_absolute_error: 376.6298 Epoch 2502/5000 148/148 [==============================] - 0s 27us/step - loss: 94784.4219 - mean_absolute_error: 264.1381 - val_loss: 158592.3983 - val_mean_absolute_error: 376.6289 Epoch 2503/5000 148/148 [==============================] - 0s 27us/step - loss: 94783.8984 - mean_absolute_error: 264.1371 - val_loss: 158591.6613 - val_mean_absolute_error: 376.6280 Epoch 2504/5000 148/148 [==============================] - 0s 27us/step - loss: 94783.3750 - mean_absolute_error: 264.1361 - val_loss: 158590.9092 - val_mean_absolute_error: 376.6270 Epoch 2505/5000 148/148 [==============================] - 0s 41us/step - loss: 94782.8438 - mean_absolute_error: 264.1351 - val_loss: 158590.1575 - val_mean_absolute_error: 376.6260 Epoch 2506/5000 148/148 [==============================] - 0s 27us/step - loss: 94782.3281 - mean_absolute_error: 264.1341 - val_loss: 158589.4050 - val_mean_absolute_error: 376.6251 Epoch 2507/5000 148/148 [==============================] - 0s 34us/step - loss: 94781.7969 - mean_absolute_error: 264.1331 - val_loss: 158588.6529 - val_mean_absolute_error: 376.6241 Epoch 2508/5000 148/148 [==============================] - 0s 27us/step - loss: 94781.2656 - mean_absolute_error: 264.1321 - val_loss: 158587.9010 - val_mean_absolute_error: 376.6231 Epoch 2509/5000 148/148 [==============================] - 0s 27us/step - loss: 94780.7422 - mean_absolute_error: 264.1312 - val_loss: 158587.1487 - val_mean_absolute_error: 376.6222 Epoch 2510/5000 148/148 [==============================] - 0s 41us/step - loss: 94780.2188 - mean_absolute_error: 264.1302 - val_loss: 158586.3967 - val_mean_absolute_error: 376.6211 Epoch 2511/5000 148/148 [==============================] - 0s 27us/step - loss: 94779.6719 - mean_absolute_error: 264.1291 - val_loss: 158585.6446 - val_mean_absolute_error: 376.6202 Epoch 2512/5000 148/148 [==============================] - 0s 41us/step - loss: 94779.1719 - mean_absolute_error: 264.1281 - val_loss: 158584.8925 - val_mean_absolute_error: 376.6192 Epoch 2513/5000 148/148 [==============================] - 0s 27us/step - loss: 94778.6328 - mean_absolute_error: 264.1272 - val_loss: 158584.1402 - val_mean_absolute_error: 376.6183 Epoch 2514/5000 148/148 [==============================] - 0s 27us/step - loss: 94778.1094 - mean_absolute_error: 264.1261 - val_loss: 158583.3883 - val_mean_absolute_error: 376.6173 Epoch 2515/5000 148/148 [==============================] - 0s 34us/step - loss: 94777.5781 - mean_absolute_error: 264.1252 - val_loss: 158582.6517 - val_mean_absolute_error: 376.6163 Epoch 2516/5000 148/148 [==============================] - 0s 27us/step - loss: 94777.0625 - mean_absolute_error: 264.1242 - val_loss: 158581.8992 - val_mean_absolute_error: 376.6153 Epoch 2517/5000 148/148 [==============================] - 0s 27us/step - loss: 94776.5234 - mean_absolute_error: 264.1231 - val_loss: 158581.1321 - val_mean_absolute_error: 376.6143 Epoch 2518/5000 148/148 [==============================] - 0s 34us/step - loss: 94776.0078 - mean_absolute_error: 264.1222 - val_loss: 158580.3954 - val_mean_absolute_error: 376.6134 Epoch 2519/5000 148/148 [==============================] - 0s 27us/step - loss: 94775.4766 - mean_absolute_error: 264.1212 - val_loss: 158579.6275 - val_mean_absolute_error: 376.6124 Epoch 2520/5000 148/148 [==============================] - 0s 34us/step - loss: 94774.9531 - mean_absolute_error: 264.1202 - val_loss: 158578.8912 - val_mean_absolute_error: 376.6114 Epoch 2521/5000 148/148 [==============================] - 0s 27us/step - loss: 94774.4297 - mean_absolute_error: 264.1192 - val_loss: 158578.1390 - val_mean_absolute_error: 376.6105 Epoch 2522/5000 148/148 [==============================] - 0s 34us/step - loss: 94773.8906 - mean_absolute_error: 264.1182 - val_loss: 158577.4021 - val_mean_absolute_error: 376.6095 Epoch 2523/5000 148/148 [==============================] - 0s 27us/step - loss: 94773.3750 - mean_absolute_error: 264.1171 - val_loss: 158576.6502 - val_mean_absolute_error: 376.6085 Epoch 2524/5000 148/148 [==============================] - 0s 34us/step - loss: 94772.8438 - mean_absolute_error: 264.1161 - val_loss: 158575.8825 - val_mean_absolute_error: 376.6075 Epoch 2525/5000 148/148 [==============================] - 0s 27us/step - loss: 94772.3203 - mean_absolute_error: 264.1151 - val_loss: 158575.1304 - val_mean_absolute_error: 376.6066 Epoch 2526/5000 148/148 [==============================] - 0s 27us/step - loss: 94771.7812 - mean_absolute_error: 264.1142 - val_loss: 158574.3937 - val_mean_absolute_error: 376.6056 Epoch 2527/5000 148/148 [==============================] - 0s 34us/step - loss: 94771.2656 - mean_absolute_error: 264.1132 - val_loss: 158573.6263 - val_mean_absolute_error: 376.6046 Epoch 2528/5000 148/148 [==============================] - 0s 34us/step - loss: 94770.7266 - mean_absolute_error: 264.1122 - val_loss: 158572.8894 - val_mean_absolute_error: 376.6037 Epoch 2529/5000 148/148 [==============================] - 0s 27us/step - loss: 94770.2031 - mean_absolute_error: 264.1112 - val_loss: 158572.1375 - val_mean_absolute_error: 376.6027 Epoch 2530/5000 148/148 [==============================] - 0s 41us/step - loss: 94769.6719 - mean_absolute_error: 264.1102 - val_loss: 158571.4008 - val_mean_absolute_error: 376.6018 Epoch 2531/5000 148/148 [==============================] - 0s 27us/step - loss: 94769.1562 - mean_absolute_error: 264.1092 - val_loss: 158570.6331 - val_mean_absolute_error: 376.6008 Epoch 2532/5000 148/148 [==============================] - 0s 27us/step - loss: 94768.6250 - mean_absolute_error: 264.1082 - val_loss: 158569.8967 - val_mean_absolute_error: 376.5998 Epoch 2533/5000 148/148 [==============================] - 0s 27us/step - loss: 94768.1094 - mean_absolute_error: 264.1072 - val_loss: 158569.1292 - val_mean_absolute_error: 376.5989 Epoch 2534/5000 148/148 [==============================] - 0s 27us/step - loss: 94767.5781 - mean_absolute_error: 264.1062 - val_loss: 158568.3769 - val_mean_absolute_error: 376.5979 Epoch 2535/5000 148/148 [==============================] - 0s 27us/step - loss: 94767.0469 - mean_absolute_error: 264.1052 - val_loss: 158567.6250 - val_mean_absolute_error: 376.5969 Epoch 2536/5000 148/148 [==============================] - 0s 41us/step - loss: 94766.5234 - mean_absolute_error: 264.1042 - val_loss: 158566.8727 - val_mean_absolute_error: 376.5959 Epoch 2537/5000 148/148 [==============================] - 0s 34us/step - loss: 94766.0000 - mean_absolute_error: 264.1032 - val_loss: 158566.1204 - val_mean_absolute_error: 376.5950 Epoch 2538/5000 148/148 [==============================] - 0s 27us/step - loss: 94765.4688 - mean_absolute_error: 264.1022 - val_loss: 158565.3840 - val_mean_absolute_error: 376.5940 Epoch 2539/5000 148/148 [==============================] - 0s 27us/step - loss: 94764.9453 - mean_absolute_error: 264.1012 - val_loss: 158564.6317 - val_mean_absolute_error: 376.5930 Epoch 2540/5000 148/148 [==============================] - 0s 27us/step - loss: 94764.4219 - mean_absolute_error: 264.1002 - val_loss: 158563.8796 - val_mean_absolute_error: 376.5920 Epoch 2541/5000 148/148 [==============================] - 0s 27us/step - loss: 94763.8750 - mean_absolute_error: 264.0992 - val_loss: 158563.1277 - val_mean_absolute_error: 376.5910 Epoch 2542/5000 148/148 [==============================] - 0s 34us/step - loss: 94763.3672 - mean_absolute_error: 264.0982 - val_loss: 158562.3754 - val_mean_absolute_error: 376.5901 Epoch 2543/5000 148/148 [==============================] - 0s 34us/step - loss: 94762.8281 - mean_absolute_error: 264.0972 - val_loss: 158561.6233 - val_mean_absolute_error: 376.5891 Epoch 2544/5000 148/148 [==============================] - 0s 34us/step - loss: 94762.3125 - mean_absolute_error: 264.0962 - val_loss: 158560.8712 - val_mean_absolute_error: 376.5881 Epoch 2545/5000 148/148 [==============================] - 0s 27us/step - loss: 94761.7891 - mean_absolute_error: 264.0952 - val_loss: 158560.1346 - val_mean_absolute_error: 376.5871 Epoch 2546/5000 148/148 [==============================] - 0s 20us/step - loss: 94761.2578 - mean_absolute_error: 264.0942 - val_loss: 158559.3669 - val_mean_absolute_error: 376.5862 Epoch 2547/5000 148/148 [==============================] - 0s 34us/step - loss: 94760.7266 - mean_absolute_error: 264.0932 - val_loss: 158558.6304 - val_mean_absolute_error: 376.5852 Epoch 2548/5000 148/148 [==============================] - 0s 34us/step - loss: 94760.2031 - mean_absolute_error: 264.0922 - val_loss: 158557.8629 - val_mean_absolute_error: 376.5842 Epoch 2549/5000 148/148 [==============================] - 0s 34us/step - loss: 94759.6719 - mean_absolute_error: 264.0912 - val_loss: 158557.1106 - val_mean_absolute_error: 376.5833 Epoch 2550/5000 148/148 [==============================] - 0s 34us/step - loss: 94759.1484 - mean_absolute_error: 264.0902 - val_loss: 158556.3742 - val_mean_absolute_error: 376.5823 Epoch 2551/5000 148/148 [==============================] - 0s 27us/step - loss: 94758.6250 - mean_absolute_error: 264.0892 - val_loss: 158555.6219 - val_mean_absolute_error: 376.5814 Epoch 2552/5000 148/148 [==============================] - 0s 41us/step - loss: 94758.0938 - mean_absolute_error: 264.0883 - val_loss: 158554.8542 - val_mean_absolute_error: 376.5804 Epoch 2553/5000 148/148 [==============================] - 0s 34us/step - loss: 94757.5625 - mean_absolute_error: 264.0872 - val_loss: 158554.1179 - val_mean_absolute_error: 376.5794 Epoch 2554/5000 148/148 [==============================] - 0s 27us/step - loss: 94757.0547 - mean_absolute_error: 264.0863 - val_loss: 158553.3808 - val_mean_absolute_error: 376.5785 Epoch 2555/5000 148/148 [==============================] - 0s 27us/step - loss: 94756.5234 - mean_absolute_error: 264.0853 - val_loss: 158552.6133 - val_mean_absolute_error: 376.5775 Epoch 2556/5000 148/148 [==============================] - 0s 27us/step - loss: 94755.9922 - mean_absolute_error: 264.0843 - val_loss: 158551.8771 - val_mean_absolute_error: 376.5765 Epoch 2557/5000 148/148 [==============================] - 0s 34us/step - loss: 94755.4688 - mean_absolute_error: 264.0833 - val_loss: 158551.1246 - val_mean_absolute_error: 376.5756 Epoch 2558/5000 148/148 [==============================] - 0s 34us/step - loss: 94754.9375 - mean_absolute_error: 264.0823 - val_loss: 158550.3725 - val_mean_absolute_error: 376.5746 Epoch 2559/5000 148/148 [==============================] - 0s 27us/step - loss: 94754.4062 - mean_absolute_error: 264.0813 - val_loss: 158549.6206 - val_mean_absolute_error: 376.5736 Epoch 2560/5000 148/148 [==============================] - 0s 27us/step - loss: 94753.8828 - mean_absolute_error: 264.0803 - val_loss: 158548.8529 - val_mean_absolute_error: 376.5727 Epoch 2561/5000 148/148 [==============================] - 0s 27us/step - loss: 94753.3594 - mean_absolute_error: 264.0793 - val_loss: 158548.1162 - val_mean_absolute_error: 376.5717 Epoch 2562/5000 148/148 [==============================] - 0s 34us/step - loss: 94752.8281 - mean_absolute_error: 264.0783 - val_loss: 158547.3485 - val_mean_absolute_error: 376.5707 Epoch 2563/5000 148/148 [==============================] - 0s 27us/step - loss: 94752.2969 - mean_absolute_error: 264.0773 - val_loss: 158546.6275 - val_mean_absolute_error: 376.5698 Epoch 2564/5000 148/148 [==============================] - 0s 34us/step - loss: 94751.7734 - mean_absolute_error: 264.0763 - val_loss: 158545.8444 - val_mean_absolute_error: 376.5687 Epoch 2565/5000 148/148 [==============================] - 0s 27us/step - loss: 94751.2422 - mean_absolute_error: 264.0753 - val_loss: 158545.1075 - val_mean_absolute_error: 376.5677 Epoch 2566/5000 148/148 [==============================] - 0s 27us/step - loss: 94750.7188 - mean_absolute_error: 264.0743 - val_loss: 158544.3556 - val_mean_absolute_error: 376.5668 Epoch 2567/5000 148/148 [==============================] - 0s 34us/step - loss: 94750.2031 - mean_absolute_error: 264.0733 - val_loss: 158543.6187 - val_mean_absolute_error: 376.5658 Epoch 2568/5000 148/148 [==============================] - 0s 27us/step - loss: 94749.6719 - mean_absolute_error: 264.0723 - val_loss: 158542.8358 - val_mean_absolute_error: 376.5649 Epoch 2569/5000 148/148 [==============================] - 0s 27us/step - loss: 94749.1328 - mean_absolute_error: 264.0713 - val_loss: 158542.1148 - val_mean_absolute_error: 376.5639 Epoch 2570/5000 148/148 [==============================] - 0s 27us/step - loss: 94748.6250 - mean_absolute_error: 264.0703 - val_loss: 158541.3471 - val_mean_absolute_error: 376.5629 Epoch 2571/5000 148/148 [==============================] - 0s 34us/step - loss: 94748.0859 - mean_absolute_error: 264.0693 - val_loss: 158540.5950 - val_mean_absolute_error: 376.5619 Epoch 2572/5000 148/148 [==============================] - 0s 27us/step - loss: 94747.5625 - mean_absolute_error: 264.0683 - val_loss: 158539.8585 - val_mean_absolute_error: 376.5610 Epoch 2573/5000 148/148 [==============================] - 0s 34us/step - loss: 94747.0391 - mean_absolute_error: 264.0673 - val_loss: 158539.1063 - val_mean_absolute_error: 376.5600 Epoch 2574/5000 148/148 [==============================] - 0s 34us/step - loss: 94746.5156 - mean_absolute_error: 264.0663 - val_loss: 158538.3542 - val_mean_absolute_error: 376.5590 Epoch 2575/5000 148/148 [==============================] - 0s 27us/step - loss: 94745.9766 - mean_absolute_error: 264.0653 - val_loss: 158537.6175 - val_mean_absolute_error: 376.5581 Epoch 2576/5000 148/148 [==============================] - 0s 27us/step - loss: 94745.4609 - mean_absolute_error: 264.0644 - val_loss: 158536.8346 - val_mean_absolute_error: 376.5571 Epoch 2577/5000 148/148 [==============================] - 0s 34us/step - loss: 94744.9219 - mean_absolute_error: 264.0634 - val_loss: 158536.0977 - val_mean_absolute_error: 376.5562 Epoch 2578/5000 148/148 [==============================] - 0s 34us/step - loss: 94744.3984 - mean_absolute_error: 264.0623 - val_loss: 158535.3458 - val_mean_absolute_error: 376.5552 Epoch 2579/5000 148/148 [==============================] - 0s 34us/step - loss: 94743.8750 - mean_absolute_error: 264.0613 - val_loss: 158534.5935 - val_mean_absolute_error: 376.5542 Epoch 2580/5000 148/148 [==============================] - 0s 34us/step - loss: 94743.3516 - mean_absolute_error: 264.0604 - val_loss: 158533.8412 - val_mean_absolute_error: 376.5532 Epoch 2581/5000 148/148 [==============================] - 0s 27us/step - loss: 94742.8203 - mean_absolute_error: 264.0594 - val_loss: 158533.1050 - val_mean_absolute_error: 376.5523 Epoch 2582/5000 148/148 [==============================] - 0s 41us/step - loss: 94742.3047 - mean_absolute_error: 264.0583 - val_loss: 158532.3525 - val_mean_absolute_error: 376.5513 Epoch 2583/5000 148/148 [==============================] - 0s 41us/step - loss: 94741.7734 - mean_absolute_error: 264.0573 - val_loss: 158531.5850 - val_mean_absolute_error: 376.5503 Epoch 2584/5000 148/148 [==============================] - 0s 34us/step - loss: 94741.2422 - mean_absolute_error: 264.0563 - val_loss: 158530.8488 - val_mean_absolute_error: 376.5493 Epoch 2585/5000 148/148 [==============================] - 0s 27us/step - loss: 94740.7266 - mean_absolute_error: 264.0554 - val_loss: 158530.0965 - val_mean_absolute_error: 376.5484 Epoch 2586/5000 148/148 [==============================] - 0s 34us/step - loss: 94740.1875 - mean_absolute_error: 264.0544 - val_loss: 158529.3287 - val_mean_absolute_error: 376.5474 Epoch 2587/5000 148/148 [==============================] - 0s 27us/step - loss: 94739.6562 - mean_absolute_error: 264.0533 - val_loss: 158528.5923 - val_mean_absolute_error: 376.5464 Epoch 2588/5000 148/148 [==============================] - 0s 34us/step - loss: 94739.1406 - mean_absolute_error: 264.0523 - val_loss: 158527.8400 - val_mean_absolute_error: 376.5454 Epoch 2589/5000 148/148 [==============================] - 0s 41us/step - loss: 94738.6094 - mean_absolute_error: 264.0514 - val_loss: 158527.0879 - val_mean_absolute_error: 376.5444 Epoch 2590/5000 148/148 [==============================] - 0s 34us/step - loss: 94738.0781 - mean_absolute_error: 264.0504 - val_loss: 158526.3667 - val_mean_absolute_error: 376.5435 Epoch 2591/5000 148/148 [==============================] - 0s 41us/step - loss: 94737.5625 - mean_absolute_error: 264.0493 - val_loss: 158525.5837 - val_mean_absolute_error: 376.5425 Epoch 2592/5000 148/148 [==============================] - 0s 41us/step - loss: 94737.0234 - mean_absolute_error: 264.0484 - val_loss: 158524.8160 - val_mean_absolute_error: 376.5415 Epoch 2593/5000 148/148 [==============================] - 0s 41us/step - loss: 94736.5156 - mean_absolute_error: 264.0474 - val_loss: 158524.0950 - val_mean_absolute_error: 376.5406 Epoch 2594/5000 148/148 [==============================] - 0s 34us/step - loss: 94735.9766 - mean_absolute_error: 264.0463 - val_loss: 158523.3429 - val_mean_absolute_error: 376.5396 Epoch 2595/5000 148/148 [==============================] - 0s 27us/step - loss: 94735.4453 - mean_absolute_error: 264.0453 - val_loss: 158522.5750 - val_mean_absolute_error: 376.5386 Epoch 2596/5000 148/148 [==============================] - 0s 34us/step - loss: 94734.9219 - mean_absolute_error: 264.0444 - val_loss: 158521.8387 - val_mean_absolute_error: 376.5377 Epoch 2597/5000 148/148 [==============================] - 0s 34us/step - loss: 94734.3984 - mean_absolute_error: 264.0434 - val_loss: 158521.0713 - val_mean_absolute_error: 376.5367 Epoch 2598/5000 148/148 [==============================] - 0s 34us/step - loss: 94733.8750 - mean_absolute_error: 264.0424 - val_loss: 158520.3344 - val_mean_absolute_error: 376.5357 Epoch 2599/5000 148/148 [==============================] - 0s 34us/step - loss: 94733.3438 - mean_absolute_error: 264.0414 - val_loss: 158519.5979 - val_mean_absolute_error: 376.5348 Epoch 2600/5000 148/148 [==============================] - 0s 27us/step - loss: 94732.8281 - mean_absolute_error: 264.0404 - val_loss: 158518.8148 - val_mean_absolute_error: 376.5338 Epoch 2601/5000 148/148 [==============================] - 0s 27us/step - loss: 94732.2891 - mean_absolute_error: 264.0394 - val_loss: 158518.0933 - val_mean_absolute_error: 376.5329 Epoch 2602/5000 148/148 [==============================] - 0s 27us/step - loss: 94731.7656 - mean_absolute_error: 264.0384 - val_loss: 158517.3415 - val_mean_absolute_error: 376.5319 Epoch 2603/5000 148/148 [==============================] - 0s 34us/step - loss: 94731.2422 - mean_absolute_error: 264.0374 - val_loss: 158516.5738 - val_mean_absolute_error: 376.5309 Epoch 2604/5000 148/148 [==============================] - 0s 27us/step - loss: 94730.7188 - mean_absolute_error: 264.0364 - val_loss: 158515.8371 - val_mean_absolute_error: 376.5300 Epoch 2605/5000 148/148 [==============================] - 0s 34us/step - loss: 94730.1797 - mean_absolute_error: 264.0355 - val_loss: 158515.0698 - val_mean_absolute_error: 376.5290 Epoch 2606/5000 148/148 [==============================] - 0s 34us/step - loss: 94729.6719 - mean_absolute_error: 264.0345 - val_loss: 158514.3175 - val_mean_absolute_error: 376.5280 Epoch 2607/5000 148/148 [==============================] - 0s 27us/step - loss: 94729.1328 - mean_absolute_error: 264.0334 - val_loss: 158513.5654 - val_mean_absolute_error: 376.5271 Epoch 2608/5000 148/148 [==============================] - 0s 34us/step - loss: 94728.6016 - mean_absolute_error: 264.0324 - val_loss: 158512.8287 - val_mean_absolute_error: 376.5261 Epoch 2609/5000 148/148 [==============================] - 0s 27us/step - loss: 94728.0781 - mean_absolute_error: 264.0314 - val_loss: 158512.0767 - val_mean_absolute_error: 376.5251 Epoch 2610/5000 148/148 [==============================] - 0s 34us/step - loss: 94727.5547 - mean_absolute_error: 264.0305 - val_loss: 158511.3400 - val_mean_absolute_error: 376.5241 Epoch 2611/5000 148/148 [==============================] - 0s 41us/step - loss: 94727.0234 - mean_absolute_error: 264.0294 - val_loss: 158510.5725 - val_mean_absolute_error: 376.5232 Epoch 2612/5000 148/148 [==============================] - 0s 27us/step - loss: 94726.5078 - mean_absolute_error: 264.0284 - val_loss: 158509.8358 - val_mean_absolute_error: 376.5221 Epoch 2613/5000 148/148 [==============================] - 0s 34us/step - loss: 94725.9766 - mean_absolute_error: 264.0274 - val_loss: 158509.0681 - val_mean_absolute_error: 376.5212 Epoch 2614/5000 148/148 [==============================] - 0s 34us/step - loss: 94725.4531 - mean_absolute_error: 264.0265 - val_loss: 158508.3317 - val_mean_absolute_error: 376.5202 Epoch 2615/5000 148/148 [==============================] - 0s 20us/step - loss: 94724.9219 - mean_absolute_error: 264.0255 - val_loss: 158507.5640 - val_mean_absolute_error: 376.5192 Epoch 2616/5000 148/148 [==============================] - 0s 34us/step - loss: 94724.3984 - mean_absolute_error: 264.0245 - val_loss: 158506.8117 - val_mean_absolute_error: 376.5183 Epoch 2617/5000 148/148 [==============================] - 0s 34us/step - loss: 94723.8672 - mean_absolute_error: 264.0234 - val_loss: 158506.0908 - val_mean_absolute_error: 376.5173 Epoch 2618/5000 148/148 [==============================] - 0s 34us/step - loss: 94723.3516 - mean_absolute_error: 264.0224 - val_loss: 158505.3231 - val_mean_absolute_error: 376.5163 Epoch 2619/5000 148/148 [==============================] - 0s 27us/step - loss: 94722.8203 - mean_absolute_error: 264.0214 - val_loss: 158504.5554 - val_mean_absolute_error: 376.5153 Epoch 2620/5000 148/148 [==============================] - 0s 27us/step - loss: 94722.2891 - mean_absolute_error: 264.0204 - val_loss: 158503.8192 - val_mean_absolute_error: 376.5144 Epoch 2621/5000 148/148 [==============================] - 0s 27us/step - loss: 94721.7734 - mean_absolute_error: 264.0194 - val_loss: 158503.0667 - val_mean_absolute_error: 376.5134 Epoch 2622/5000 148/148 [==============================] - 0s 20us/step - loss: 94721.2422 - mean_absolute_error: 264.0185 - val_loss: 158502.3146 - val_mean_absolute_error: 376.5124 Epoch 2623/5000 148/148 [==============================] - 0s 34us/step - loss: 94720.7109 - mean_absolute_error: 264.0175 - val_loss: 158501.5781 - val_mean_absolute_error: 376.5115 Epoch 2624/5000 148/148 [==============================] - 0s 27us/step - loss: 94720.1875 - mean_absolute_error: 264.0165 - val_loss: 158500.8104 - val_mean_absolute_error: 376.5105 Epoch 2625/5000 148/148 [==============================] - 0s 34us/step - loss: 94719.6641 - mean_absolute_error: 264.0155 - val_loss: 158500.0583 - val_mean_absolute_error: 376.5096 Epoch 2626/5000 148/148 [==============================] - 0s 34us/step - loss: 94719.1328 - mean_absolute_error: 264.0145 - val_loss: 158499.3060 - val_mean_absolute_error: 376.5086 Epoch 2627/5000 148/148 [==============================] - 0s 34us/step - loss: 94718.5938 - mean_absolute_error: 264.0135 - val_loss: 158498.5542 - val_mean_absolute_error: 376.5076 Epoch 2628/5000 148/148 [==============================] - 0s 27us/step - loss: 94718.0781 - mean_absolute_error: 264.0125 - val_loss: 158497.8019 - val_mean_absolute_error: 376.5067 Epoch 2629/5000 148/148 [==============================] - 0s 27us/step - loss: 94717.5547 - mean_absolute_error: 264.0115 - val_loss: 158497.0496 - val_mean_absolute_error: 376.5056 Epoch 2630/5000 148/148 [==============================] - 0s 34us/step - loss: 94717.0234 - mean_absolute_error: 264.0104 - val_loss: 158496.2979 - val_mean_absolute_error: 376.5047 Epoch 2631/5000 148/148 [==============================] - 0s 27us/step - loss: 94716.5078 - mean_absolute_error: 264.0095 - val_loss: 158495.5608 - val_mean_absolute_error: 376.5037 Epoch 2632/5000 148/148 [==============================] - 0s 34us/step - loss: 94715.9766 - mean_absolute_error: 264.0085 - val_loss: 158494.7933 - val_mean_absolute_error: 376.5028 Epoch 2633/5000 148/148 [==============================] - 0s 27us/step - loss: 94715.4453 - mean_absolute_error: 264.0075 - val_loss: 158494.0725 - val_mean_absolute_error: 376.5018 Epoch 2634/5000 148/148 [==============================] - 0s 27us/step - loss: 94714.9219 - mean_absolute_error: 264.0065 - val_loss: 158493.2892 - val_mean_absolute_error: 376.5007 Epoch 2635/5000 148/148 [==============================] - 0s 34us/step - loss: 94714.3906 - mean_absolute_error: 264.0055 - val_loss: 158492.5371 - val_mean_absolute_error: 376.4998 Epoch 2636/5000 148/148 [==============================] - 0s 41us/step - loss: 94713.8672 - mean_absolute_error: 264.0045 - val_loss: 158491.8006 - val_mean_absolute_error: 376.4988 Epoch 2637/5000 148/148 [==============================] - 0s 41us/step - loss: 94713.3438 - mean_absolute_error: 264.0035 - val_loss: 158491.0638 - val_mean_absolute_error: 376.4979 Epoch 2638/5000 148/148 [==============================] - 0s 34us/step - loss: 94712.8125 - mean_absolute_error: 264.0025 - val_loss: 158490.2808 - val_mean_absolute_error: 376.4969 Epoch 2639/5000 148/148 [==============================] - 0s 41us/step - loss: 94712.2734 - mean_absolute_error: 264.0015 - val_loss: 158489.5596 - val_mean_absolute_error: 376.4959 Epoch 2640/5000 148/148 [==============================] - 0s 27us/step - loss: 94711.7656 - mean_absolute_error: 264.0005 - val_loss: 158488.7921 - val_mean_absolute_error: 376.4949 Epoch 2641/5000 148/148 [==============================] - 0s 34us/step - loss: 94711.2344 - mean_absolute_error: 263.9995 - val_loss: 158488.0552 - val_mean_absolute_error: 376.4940 Epoch 2642/5000 148/148 [==============================] - 0s 27us/step - loss: 94710.6953 - mean_absolute_error: 263.9985 - val_loss: 158487.3033 - val_mean_absolute_error: 376.4930 Epoch 2643/5000 148/148 [==============================] - 0s 27us/step - loss: 94710.1797 - mean_absolute_error: 263.9975 - val_loss: 158486.5512 - val_mean_absolute_error: 376.4921 Epoch 2644/5000 148/148 [==============================] - 0s 27us/step - loss: 94709.6562 - mean_absolute_error: 263.9965 - val_loss: 158485.7835 - val_mean_absolute_error: 376.4911 Epoch 2645/5000 148/148 [==============================] - 0s 41us/step - loss: 94709.1250 - mean_absolute_error: 263.9955 - val_loss: 158485.0625 - val_mean_absolute_error: 376.4901 Epoch 2646/5000 148/148 [==============================] - 0s 34us/step - loss: 94708.6094 - mean_absolute_error: 263.9945 - val_loss: 158484.2950 - val_mean_absolute_error: 376.4892 Epoch 2647/5000 148/148 [==============================] - 0s 34us/step - loss: 94708.0781 - mean_absolute_error: 263.9935 - val_loss: 158483.5581 - val_mean_absolute_error: 376.4882 Epoch 2648/5000 148/148 [==============================] - 0s 27us/step - loss: 94707.5391 - mean_absolute_error: 263.9926 - val_loss: 158482.7908 - val_mean_absolute_error: 376.4872 Epoch 2649/5000 148/148 [==============================] - 0s 41us/step - loss: 94707.0234 - mean_absolute_error: 263.9915 - val_loss: 158482.0540 - val_mean_absolute_error: 376.4863 Epoch 2650/5000 148/148 [==============================] - 0s 27us/step - loss: 94706.4922 - mean_absolute_error: 263.9906 - val_loss: 158481.2863 - val_mean_absolute_error: 376.4853 Epoch 2651/5000 148/148 [==============================] - 0s 41us/step - loss: 94705.9609 - mean_absolute_error: 263.9896 - val_loss: 158480.5500 - val_mean_absolute_error: 376.4843 Epoch 2652/5000 148/148 [==============================] - 0s 27us/step - loss: 94705.4453 - mean_absolute_error: 263.9886 - val_loss: 158479.7975 - val_mean_absolute_error: 376.4834 Epoch 2653/5000 148/148 [==============================] - 0s 27us/step - loss: 94704.9219 - mean_absolute_error: 263.9876 - val_loss: 158479.0300 - val_mean_absolute_error: 376.4824 Epoch 2654/5000 148/148 [==============================] - 0s 27us/step - loss: 94704.3906 - mean_absolute_error: 263.9865 - val_loss: 158478.2935 - val_mean_absolute_error: 376.4814 Epoch 2655/5000 148/148 [==============================] - 0s 34us/step - loss: 94703.8750 - mean_absolute_error: 263.9856 - val_loss: 158477.5413 - val_mean_absolute_error: 376.4804 Epoch 2656/5000 148/148 [==============================] - 0s 27us/step - loss: 94703.3359 - mean_absolute_error: 263.9845 - val_loss: 158476.7892 - val_mean_absolute_error: 376.4795 Epoch 2657/5000 148/148 [==============================] - 0s 34us/step - loss: 94702.8047 - mean_absolute_error: 263.9836 - val_loss: 158476.0371 - val_mean_absolute_error: 376.4785 Epoch 2658/5000 148/148 [==============================] - 0s 27us/step - loss: 94702.2812 - mean_absolute_error: 263.9826 - val_loss: 158475.2850 - val_mean_absolute_error: 376.4776 Epoch 2659/5000 148/148 [==============================] - 0s 34us/step - loss: 94701.7656 - mean_absolute_error: 263.9816 - val_loss: 158474.5329 - val_mean_absolute_error: 376.4765 Epoch 2660/5000 148/148 [==============================] - 0s 34us/step - loss: 94701.2266 - mean_absolute_error: 263.9806 - val_loss: 158473.7963 - val_mean_absolute_error: 376.4756 Epoch 2661/5000 148/148 [==============================] - 0s 27us/step - loss: 94700.7109 - mean_absolute_error: 263.9796 - val_loss: 158473.0442 - val_mean_absolute_error: 376.4746 Epoch 2662/5000 148/148 [==============================] - 0s 34us/step - loss: 94700.1719 - mean_absolute_error: 263.9786 - val_loss: 158472.2919 - val_mean_absolute_error: 376.4736 Epoch 2663/5000 148/148 [==============================] - 0s 34us/step - loss: 94699.6562 - mean_absolute_error: 263.9776 - val_loss: 158471.5400 - val_mean_absolute_error: 376.4727 Epoch 2664/5000 148/148 [==============================] - 0s 34us/step - loss: 94699.1250 - mean_absolute_error: 263.9766 - val_loss: 158470.7879 - val_mean_absolute_error: 376.4717 Epoch 2665/5000 148/148 [==============================] - 0s 27us/step - loss: 94698.6094 - mean_absolute_error: 263.9755 - val_loss: 158470.0354 - val_mean_absolute_error: 376.4707 Epoch 2666/5000 148/148 [==============================] - 0s 34us/step - loss: 94698.0781 - mean_absolute_error: 263.9745 - val_loss: 158469.2838 - val_mean_absolute_error: 376.4698 Epoch 2667/5000 148/148 [==============================] - 0s 34us/step - loss: 94697.5547 - mean_absolute_error: 263.9736 - val_loss: 158468.5160 - val_mean_absolute_error: 376.4688 Epoch 2668/5000 148/148 [==============================] - 0s 27us/step - loss: 94697.0234 - mean_absolute_error: 263.9726 - val_loss: 158467.7946 - val_mean_absolute_error: 376.4678 Epoch 2669/5000 148/148 [==============================] - 0s 34us/step - loss: 94696.4922 - mean_absolute_error: 263.9716 - val_loss: 158467.0429 - val_mean_absolute_error: 376.4669 Epoch 2670/5000 148/148 [==============================] - 0s 27us/step - loss: 94695.9766 - mean_absolute_error: 263.9706 - val_loss: 158466.2906 - val_mean_absolute_error: 376.4659 Epoch 2671/5000 148/148 [==============================] - 0s 34us/step - loss: 94695.4375 - mean_absolute_error: 263.9696 - val_loss: 158465.5383 - val_mean_absolute_error: 376.4649 Epoch 2672/5000 148/148 [==============================] - 0s 34us/step - loss: 94694.9062 - mean_absolute_error: 263.9686 - val_loss: 158464.7867 - val_mean_absolute_error: 376.4639 Epoch 2673/5000 148/148 [==============================] - 0s 27us/step - loss: 94694.3906 - mean_absolute_error: 263.9676 - val_loss: 158464.0342 - val_mean_absolute_error: 376.4630 Epoch 2674/5000 148/148 [==============================] - 0s 34us/step - loss: 94693.8672 - mean_absolute_error: 263.9666 - val_loss: 158463.2821 - val_mean_absolute_error: 376.4620 Epoch 2675/5000 148/148 [==============================] - 0s 27us/step - loss: 94693.3359 - mean_absolute_error: 263.9656 - val_loss: 158462.5302 - val_mean_absolute_error: 376.4610 Epoch 2676/5000 148/148 [==============================] - 0s 34us/step - loss: 94692.8047 - mean_absolute_error: 263.9647 - val_loss: 158461.7933 - val_mean_absolute_error: 376.4600 Epoch 2677/5000 148/148 [==============================] - 0s 41us/step - loss: 94692.2891 - mean_absolute_error: 263.9636 - val_loss: 158461.0104 - val_mean_absolute_error: 376.4591 Epoch 2678/5000 148/148 [==============================] - 0s 34us/step - loss: 94691.7500 - mean_absolute_error: 263.9626 - val_loss: 158460.2892 - val_mean_absolute_error: 376.4581 Epoch 2679/5000 148/148 [==============================] - 0s 27us/step - loss: 94691.2344 - mean_absolute_error: 263.9616 - val_loss: 158459.5371 - val_mean_absolute_error: 376.4571 Epoch 2680/5000 148/148 [==============================] - 0s 27us/step - loss: 94690.7031 - mean_absolute_error: 263.9606 - val_loss: 158458.7850 - val_mean_absolute_error: 376.4562 Epoch 2681/5000 148/148 [==============================] - 0s 27us/step - loss: 94690.1719 - mean_absolute_error: 263.9597 - val_loss: 158458.0483 - val_mean_absolute_error: 376.4552 Epoch 2682/5000 148/148 [==============================] - 0s 27us/step - loss: 94689.6562 - mean_absolute_error: 263.9586 - val_loss: 158457.2808 - val_mean_absolute_error: 376.4542 Epoch 2683/5000 148/148 [==============================] - 0s 41us/step - loss: 94689.1250 - mean_absolute_error: 263.9576 - val_loss: 158456.5285 - val_mean_absolute_error: 376.4532 Epoch 2684/5000 148/148 [==============================] - 0s 27us/step - loss: 94688.6016 - mean_absolute_error: 263.9566 - val_loss: 158455.7767 - val_mean_absolute_error: 376.4522 Epoch 2685/5000 148/148 [==============================] - 0s 27us/step - loss: 94688.0859 - mean_absolute_error: 263.9557 - val_loss: 158455.0400 - val_mean_absolute_error: 376.4513 Epoch 2686/5000 148/148 [==============================] - 0s 34us/step - loss: 94687.5469 - mean_absolute_error: 263.9546 - val_loss: 158454.2721 - val_mean_absolute_error: 376.4503 Epoch 2687/5000 148/148 [==============================] - 0s 27us/step - loss: 94687.0156 - mean_absolute_error: 263.9536 - val_loss: 158453.5358 - val_mean_absolute_error: 376.4494 Epoch 2688/5000 148/148 [==============================] - 0s 41us/step - loss: 94686.5000 - mean_absolute_error: 263.9527 - val_loss: 158452.7681 - val_mean_absolute_error: 376.4484 Epoch 2689/5000 148/148 [==============================] - 0s 27us/step - loss: 94685.9688 - mean_absolute_error: 263.9516 - val_loss: 158452.0312 - val_mean_absolute_error: 376.4474 Epoch 2690/5000 148/148 [==============================] - 0s 34us/step - loss: 94685.4297 - mean_absolute_error: 263.9506 - val_loss: 158451.2638 - val_mean_absolute_error: 376.4464 Epoch 2691/5000 148/148 [==============================] - 0s 34us/step - loss: 94684.9062 - mean_absolute_error: 263.9496 - val_loss: 158450.5271 - val_mean_absolute_error: 376.4455 Epoch 2692/5000 148/148 [==============================] - 0s 27us/step - loss: 94684.3906 - mean_absolute_error: 263.9486 - val_loss: 158449.7596 - val_mean_absolute_error: 376.4445 Epoch 2693/5000 148/148 [==============================] - 0s 41us/step - loss: 94683.8594 - mean_absolute_error: 263.9477 - val_loss: 158449.0075 - val_mean_absolute_error: 376.4436 Epoch 2694/5000 148/148 [==============================] - 0s 27us/step - loss: 94683.3281 - mean_absolute_error: 263.9467 - val_loss: 158448.2708 - val_mean_absolute_error: 376.4426 Epoch 2695/5000 148/148 [==============================] - 0s 27us/step - loss: 94682.8203 - mean_absolute_error: 263.9457 - val_loss: 158447.5342 - val_mean_absolute_error: 376.4416 Epoch 2696/5000 148/148 [==============================] - 0s 34us/step - loss: 94682.2812 - mean_absolute_error: 263.9447 - val_loss: 158446.7510 - val_mean_absolute_error: 376.4407 Epoch 2697/5000 148/148 [==============================] - 0s 34us/step - loss: 94681.7500 - mean_absolute_error: 263.9437 - val_loss: 158446.0146 - val_mean_absolute_error: 376.4397 Epoch 2698/5000 148/148 [==============================] - 0s 34us/step - loss: 94681.2266 - mean_absolute_error: 263.9427 - val_loss: 158445.2625 - val_mean_absolute_error: 376.4387 Epoch 2699/5000 148/148 [==============================] - 0s 34us/step - loss: 94680.7031 - mean_absolute_error: 263.9417 - val_loss: 158444.5100 - val_mean_absolute_error: 376.4378 Epoch 2700/5000 148/148 [==============================] - 0s 34us/step - loss: 94680.1719 - mean_absolute_error: 263.9407 - val_loss: 158443.7583 - val_mean_absolute_error: 376.4368 Epoch 2701/5000 148/148 [==============================] - 0s 27us/step - loss: 94679.6562 - mean_absolute_error: 263.9397 - val_loss: 158443.0060 - val_mean_absolute_error: 376.4358 Epoch 2702/5000 148/148 [==============================] - 0s 34us/step - loss: 94679.1172 - mean_absolute_error: 263.9387 - val_loss: 158442.2383 - val_mean_absolute_error: 376.4348 Epoch 2703/5000 148/148 [==============================] - 0s 27us/step - loss: 94678.5938 - mean_absolute_error: 263.9377 - val_loss: 158441.5329 - val_mean_absolute_error: 376.4339 Epoch 2704/5000 148/148 [==============================] - 0s 27us/step - loss: 94678.0781 - mean_absolute_error: 263.9367 - val_loss: 158440.7652 - val_mean_absolute_error: 376.4329 Epoch 2705/5000 148/148 [==============================] - 0s 34us/step - loss: 94677.5469 - mean_absolute_error: 263.9357 - val_loss: 158439.9975 - val_mean_absolute_error: 376.4319 Epoch 2706/5000 148/148 [==============================] - 0s 34us/step - loss: 94677.0078 - mean_absolute_error: 263.9347 - val_loss: 158439.2767 - val_mean_absolute_error: 376.4310 Epoch 2707/5000 148/148 [==============================] - 0s 34us/step - loss: 94676.5000 - mean_absolute_error: 263.9337 - val_loss: 158438.5088 - val_mean_absolute_error: 376.4299 Epoch 2708/5000 148/148 [==============================] - 0s 34us/step - loss: 94675.9688 - mean_absolute_error: 263.9327 - val_loss: 158437.7567 - val_mean_absolute_error: 376.4290 Epoch 2709/5000 148/148 [==============================] - 0s 27us/step - loss: 94675.4297 - mean_absolute_error: 263.9317 - val_loss: 158437.0202 - val_mean_absolute_error: 376.4280 Epoch 2710/5000 148/148 [==============================] - 0s 41us/step - loss: 94674.9219 - mean_absolute_error: 263.9307 - val_loss: 158436.2679 - val_mean_absolute_error: 376.4270 Epoch 2711/5000 148/148 [==============================] - 0s 27us/step - loss: 94674.3828 - mean_absolute_error: 263.9297 - val_loss: 158435.5004 - val_mean_absolute_error: 376.4261 Epoch 2712/5000 148/148 [==============================] - 0s 27us/step - loss: 94673.8594 - mean_absolute_error: 263.9287 - val_loss: 158434.7638 - val_mean_absolute_error: 376.4251 Epoch 2713/5000 148/148 [==============================] - 0s 27us/step - loss: 94673.3359 - mean_absolute_error: 263.9277 - val_loss: 158434.0117 - val_mean_absolute_error: 376.4241 Epoch 2714/5000 148/148 [==============================] - 0s 34us/step - loss: 94672.8125 - mean_absolute_error: 263.9267 - val_loss: 158433.2596 - val_mean_absolute_error: 376.4231 Epoch 2715/5000 148/148 [==============================] - 0s 27us/step - loss: 94672.2734 - mean_absolute_error: 263.9257 - val_loss: 158432.5075 - val_mean_absolute_error: 376.4222 Epoch 2716/5000 148/148 [==============================] - 0s 27us/step - loss: 94671.7656 - mean_absolute_error: 263.9247 - val_loss: 158431.7554 - val_mean_absolute_error: 376.4212 Epoch 2717/5000 148/148 [==============================] - 0s 34us/step - loss: 94671.2266 - mean_absolute_error: 263.9237 - val_loss: 158431.0031 - val_mean_absolute_error: 376.4202 Epoch 2718/5000 148/148 [==============================] - 0s 27us/step - loss: 94670.6953 - mean_absolute_error: 263.9227 - val_loss: 158430.2667 - val_mean_absolute_error: 376.4193 Epoch 2719/5000 148/148 [==============================] - 0s 27us/step - loss: 94670.1875 - mean_absolute_error: 263.9218 - val_loss: 158429.5146 - val_mean_absolute_error: 376.4183 Epoch 2720/5000 148/148 [==============================] - 0s 34us/step - loss: 94669.6484 - mean_absolute_error: 263.9207 - val_loss: 158428.7469 - val_mean_absolute_error: 376.4174 Epoch 2721/5000 148/148 [==============================] - 0s 34us/step - loss: 94669.1250 - mean_absolute_error: 263.9198 - val_loss: 158427.9950 - val_mean_absolute_error: 376.4164 Epoch 2722/5000 148/148 [==============================] - 0s 34us/step - loss: 94668.6094 - mean_absolute_error: 263.9188 - val_loss: 158427.2581 - val_mean_absolute_error: 376.4154 Epoch 2723/5000 148/148 [==============================] - 0s 27us/step - loss: 94668.0781 - mean_absolute_error: 263.9178 - val_loss: 158426.4904 - val_mean_absolute_error: 376.4145 Epoch 2724/5000 148/148 [==============================] - 0s 34us/step - loss: 94667.5469 - mean_absolute_error: 263.9168 - val_loss: 158425.7696 - val_mean_absolute_error: 376.4135 Epoch 2725/5000 148/148 [==============================] - 0s 34us/step - loss: 94667.0234 - mean_absolute_error: 263.9158 - val_loss: 158425.0017 - val_mean_absolute_error: 376.4125 Epoch 2726/5000 148/148 [==============================] - 0s 27us/step - loss: 94666.4922 - mean_absolute_error: 263.9147 - val_loss: 158424.2496 - val_mean_absolute_error: 376.4115 Epoch 2727/5000 148/148 [==============================] - 0s 34us/step - loss: 94665.9609 - mean_absolute_error: 263.9137 - val_loss: 158423.5133 - val_mean_absolute_error: 376.4106 Epoch 2728/5000 148/148 [==============================] - 0s 27us/step - loss: 94665.4453 - mean_absolute_error: 263.9128 - val_loss: 158422.7454 - val_mean_absolute_error: 376.4096 Epoch 2729/5000 148/148 [==============================] - 0s 41us/step - loss: 94664.9219 - mean_absolute_error: 263.9118 - val_loss: 158421.9933 - val_mean_absolute_error: 376.4086 Epoch 2730/5000 148/148 [==============================] - 0s 34us/step - loss: 94664.3828 - mean_absolute_error: 263.9108 - val_loss: 158421.2569 - val_mean_absolute_error: 376.4076 Epoch 2731/5000 148/148 [==============================] - 0s 34us/step - loss: 94663.8750 - mean_absolute_error: 263.9098 - val_loss: 158420.4892 - val_mean_absolute_error: 376.4066 Epoch 2732/5000 148/148 [==============================] - 0s 27us/step - loss: 94663.3281 - mean_absolute_error: 263.9088 - val_loss: 158419.7525 - val_mean_absolute_error: 376.4057 Epoch 2733/5000 148/148 [==============================] - 0s 27us/step - loss: 94662.8047 - mean_absolute_error: 263.9078 - val_loss: 158419.0158 - val_mean_absolute_error: 376.4047 Epoch 2734/5000 148/148 [==============================] - 0s 34us/step - loss: 94662.2812 - mean_absolute_error: 263.9068 - val_loss: 158418.2483 - val_mean_absolute_error: 376.4038 Epoch 2735/5000 148/148 [==============================] - 0s 41us/step - loss: 94661.7578 - mean_absolute_error: 263.9058 - val_loss: 158417.4960 - val_mean_absolute_error: 376.4028 Epoch 2736/5000 148/148 [==============================] - 0s 34us/step - loss: 94661.2266 - mean_absolute_error: 263.9048 - val_loss: 158416.7596 - val_mean_absolute_error: 376.4018 Epoch 2737/5000 148/148 [==============================] - 0s 27us/step - loss: 94660.7109 - mean_absolute_error: 263.9037 - val_loss: 158415.9767 - val_mean_absolute_error: 376.4008 Epoch 2738/5000 148/148 [==============================] - 0s 34us/step - loss: 94660.1719 - mean_absolute_error: 263.9028 - val_loss: 158415.2552 - val_mean_absolute_error: 376.3998 Epoch 2739/5000 148/148 [==============================] - 0s 27us/step - loss: 94659.6406 - mean_absolute_error: 263.9018 - val_loss: 158414.5033 - val_mean_absolute_error: 376.3989 Epoch 2740/5000 148/148 [==============================] - 0s 27us/step - loss: 94659.1328 - mean_absolute_error: 263.9008 - val_loss: 158413.7667 - val_mean_absolute_error: 376.3979 Epoch 2741/5000 148/148 [==============================] - 0s 41us/step - loss: 94658.6016 - mean_absolute_error: 263.8998 - val_loss: 158412.9835 - val_mean_absolute_error: 376.3969 Epoch 2742/5000 148/148 [==============================] - 0s 34us/step - loss: 94658.0703 - mean_absolute_error: 263.8988 - val_loss: 158412.2625 - val_mean_absolute_error: 376.3960 Epoch 2743/5000 148/148 [==============================] - 0s 27us/step - loss: 94657.5547 - mean_absolute_error: 263.8978 - val_loss: 158411.5102 - val_mean_absolute_error: 376.3951 Epoch 2744/5000 148/148 [==============================] - 0s 34us/step - loss: 94657.0234 - mean_absolute_error: 263.8968 - val_loss: 158410.7579 - val_mean_absolute_error: 376.3941 Epoch 2745/5000 148/148 [==============================] - 0s 27us/step - loss: 94656.4844 - mean_absolute_error: 263.8958 - val_loss: 158409.9908 - val_mean_absolute_error: 376.3931 Epoch 2746/5000 148/148 [==============================] - 0s 34us/step - loss: 94655.9766 - mean_absolute_error: 263.8948 - val_loss: 158409.2538 - val_mean_absolute_error: 376.3921 Epoch 2747/5000 148/148 [==============================] - 0s 41us/step - loss: 94655.4453 - mean_absolute_error: 263.8939 - val_loss: 158408.4862 - val_mean_absolute_error: 376.3912 Epoch 2748/5000 148/148 [==============================] - 0s 27us/step - loss: 94654.9219 - mean_absolute_error: 263.8929 - val_loss: 158407.7500 - val_mean_absolute_error: 376.3902 Epoch 2749/5000 148/148 [==============================] - 0s 27us/step - loss: 94654.3906 - mean_absolute_error: 263.8919 - val_loss: 158406.9821 - val_mean_absolute_error: 376.3892 Epoch 2750/5000 148/148 [==============================] - 0s 41us/step - loss: 94653.8672 - mean_absolute_error: 263.8908 - val_loss: 158406.2454 - val_mean_absolute_error: 376.3883 Epoch 2751/5000 148/148 [==============================] - 0s 27us/step - loss: 94653.3281 - mean_absolute_error: 263.8899 - val_loss: 158405.5090 - val_mean_absolute_error: 376.3873 Epoch 2752/5000 148/148 [==============================] - 0s 27us/step - loss: 94652.8281 - mean_absolute_error: 263.8888 - val_loss: 158404.7412 - val_mean_absolute_error: 376.3863 Epoch 2753/5000 148/148 [==============================] - 0s 27us/step - loss: 94652.2812 - mean_absolute_error: 263.8878 - val_loss: 158403.9892 - val_mean_absolute_error: 376.3854 Epoch 2754/5000 148/148 [==============================] - 0s 27us/step - loss: 94651.7578 - mean_absolute_error: 263.8869 - val_loss: 158403.2369 - val_mean_absolute_error: 376.3843 Epoch 2755/5000 148/148 [==============================] - 0s 27us/step - loss: 94651.2266 - mean_absolute_error: 263.8858 - val_loss: 158402.4850 - val_mean_absolute_error: 376.3833 Epoch 2756/5000 148/148 [==============================] - 0s 34us/step - loss: 94650.7109 - mean_absolute_error: 263.8849 - val_loss: 158401.7327 - val_mean_absolute_error: 376.3824 Epoch 2757/5000 148/148 [==============================] - 0s 34us/step - loss: 94650.1719 - mean_absolute_error: 263.8839 - val_loss: 158400.9804 - val_mean_absolute_error: 376.3814 Epoch 2758/5000 148/148 [==============================] - 0s 34us/step - loss: 94649.6406 - mean_absolute_error: 263.8829 - val_loss: 158400.2442 - val_mean_absolute_error: 376.3805 Epoch 2759/5000 148/148 [==============================] - 0s 34us/step - loss: 94649.1250 - mean_absolute_error: 263.8819 - val_loss: 158399.4919 - val_mean_absolute_error: 376.3795 Epoch 2760/5000 148/148 [==============================] - 0s 27us/step - loss: 94648.6016 - mean_absolute_error: 263.8809 - val_loss: 158398.7396 - val_mean_absolute_error: 376.3785 Epoch 2761/5000 148/148 [==============================] - 0s 27us/step - loss: 94648.0781 - mean_absolute_error: 263.8798 - val_loss: 158397.9879 - val_mean_absolute_error: 376.3776 Epoch 2762/5000 148/148 [==============================] - 0s 27us/step - loss: 94647.5469 - mean_absolute_error: 263.8788 - val_loss: 158397.2356 - val_mean_absolute_error: 376.3766 Epoch 2763/5000 148/148 [==============================] - 0s 27us/step - loss: 94647.0234 - mean_absolute_error: 263.8779 - val_loss: 158396.4833 - val_mean_absolute_error: 376.3756 Epoch 2764/5000 148/148 [==============================] - 0s 27us/step - loss: 94646.4844 - mean_absolute_error: 263.8769 - val_loss: 158395.7315 - val_mean_absolute_error: 376.3747 Epoch 2765/5000 148/148 [==============================] - 0s 34us/step - loss: 94645.9766 - mean_absolute_error: 263.8759 - val_loss: 158394.9946 - val_mean_absolute_error: 376.3737 Epoch 2766/5000 148/148 [==============================] - 0s 27us/step - loss: 94645.4375 - mean_absolute_error: 263.8749 - val_loss: 158394.2271 - val_mean_absolute_error: 376.3727 Epoch 2767/5000 148/148 [==============================] - 0s 34us/step - loss: 94644.9141 - mean_absolute_error: 263.8739 - val_loss: 158393.5060 - val_mean_absolute_error: 376.3717 Epoch 2768/5000 148/148 [==============================] - 0s 34us/step - loss: 94644.3906 - mean_absolute_error: 263.8729 - val_loss: 158392.7383 - val_mean_absolute_error: 376.3708 Epoch 2769/5000 148/148 [==============================] - 0s 34us/step - loss: 94643.8750 - mean_absolute_error: 263.8719 - val_loss: 158391.9862 - val_mean_absolute_error: 376.3698 Epoch 2770/5000 148/148 [==============================] - 0s 34us/step - loss: 94643.3281 - mean_absolute_error: 263.8709 - val_loss: 158391.2342 - val_mean_absolute_error: 376.3689 Epoch 2771/5000 148/148 [==============================] - 0s 95us/step - loss: 94642.8125 - mean_absolute_error: 263.8699 - val_loss: 158390.4821 - val_mean_absolute_error: 376.3679 Epoch 2772/5000 148/148 [==============================] - 0s 41us/step - loss: 94642.2812 - mean_absolute_error: 263.8690 - val_loss: 158389.7146 - val_mean_absolute_error: 376.3668 Epoch 2773/5000 148/148 [==============================] - 0s 27us/step - loss: 94641.7500 - mean_absolute_error: 263.8679 - val_loss: 158388.9933 - val_mean_absolute_error: 376.3659 Epoch 2774/5000 148/148 [==============================] - 0s 34us/step - loss: 94641.2344 - mean_absolute_error: 263.8669 - val_loss: 158388.2258 - val_mean_absolute_error: 376.3649 Epoch 2775/5000 148/148 [==============================] - 0s 27us/step - loss: 94640.7031 - mean_absolute_error: 263.8659 - val_loss: 158387.4890 - val_mean_absolute_error: 376.3640 Epoch 2776/5000 148/148 [==============================] - 0s 34us/step - loss: 94640.1719 - mean_absolute_error: 263.8649 - val_loss: 158386.7371 - val_mean_absolute_error: 376.3630 Epoch 2777/5000 148/148 [==============================] - 0s 27us/step - loss: 94639.6562 - mean_absolute_error: 263.8639 - val_loss: 158385.9850 - val_mean_absolute_error: 376.3620 Epoch 2778/5000 148/148 [==============================] - 0s 27us/step - loss: 94639.1250 - mean_absolute_error: 263.8629 - val_loss: 158385.2325 - val_mean_absolute_error: 376.3610 Epoch 2779/5000 148/148 [==============================] - 0s 34us/step - loss: 94638.6016 - mean_absolute_error: 263.8619 - val_loss: 158384.4962 - val_mean_absolute_error: 376.3600 Epoch 2780/5000 148/148 [==============================] - 0s 27us/step - loss: 94638.0781 - mean_absolute_error: 263.8609 - val_loss: 158383.7285 - val_mean_absolute_error: 376.3591 Epoch 2781/5000 148/148 [==============================] - 0s 34us/step - loss: 94637.5547 - mean_absolute_error: 263.8599 - val_loss: 158382.9763 - val_mean_absolute_error: 376.3581 Epoch 2782/5000 148/148 [==============================] - 0s 34us/step - loss: 94637.0234 - mean_absolute_error: 263.8589 - val_loss: 158382.2400 - val_mean_absolute_error: 376.3571 Epoch 2783/5000 148/148 [==============================] - 0s 34us/step - loss: 94636.5078 - mean_absolute_error: 263.8579 - val_loss: 158381.4877 - val_mean_absolute_error: 376.3562 Epoch 2784/5000 148/148 [==============================] - 0s 34us/step - loss: 94635.9688 - mean_absolute_error: 263.8569 - val_loss: 158380.7354 - val_mean_absolute_error: 376.3552 Epoch 2785/5000 148/148 [==============================] - 0s 27us/step - loss: 94635.4375 - mean_absolute_error: 263.8559 - val_loss: 158379.9683 - val_mean_absolute_error: 376.3543 Epoch 2786/5000 148/148 [==============================] - 0s 34us/step - loss: 94634.9297 - mean_absolute_error: 263.8549 - val_loss: 158379.2315 - val_mean_absolute_error: 376.3533 Epoch 2787/5000 148/148 [==============================] - 0s 34us/step - loss: 94634.3906 - mean_absolute_error: 263.8539 - val_loss: 158378.4792 - val_mean_absolute_error: 376.3523 Epoch 2788/5000 148/148 [==============================] - 0s 34us/step - loss: 94633.8594 - mean_absolute_error: 263.8529 - val_loss: 158377.7427 - val_mean_absolute_error: 376.3514 Epoch 2789/5000 148/148 [==============================] - 0s 27us/step - loss: 94633.3516 - mean_absolute_error: 263.8520 - val_loss: 158376.9596 - val_mean_absolute_error: 376.3504 Epoch 2790/5000 148/148 [==============================] - 0s 34us/step - loss: 94632.8203 - mean_absolute_error: 263.8510 - val_loss: 158376.2383 - val_mean_absolute_error: 376.3494 Epoch 2791/5000 148/148 [==============================] - 0s 27us/step - loss: 94632.2812 - mean_absolute_error: 263.8500 - val_loss: 158375.4862 - val_mean_absolute_error: 376.3485 Epoch 2792/5000 148/148 [==============================] - 0s 27us/step - loss: 94631.7656 - mean_absolute_error: 263.8490 - val_loss: 158374.7342 - val_mean_absolute_error: 376.3475 Epoch 2793/5000 148/148 [==============================] - 0s 34us/step - loss: 94631.2344 - mean_absolute_error: 263.8480 - val_loss: 158373.9667 - val_mean_absolute_error: 376.3465 Epoch 2794/5000 148/148 [==============================] - 0s 27us/step - loss: 94630.7109 - mean_absolute_error: 263.8470 - val_loss: 158373.2454 - val_mean_absolute_error: 376.3456 Epoch 2795/5000 148/148 [==============================] - 0s 34us/step - loss: 94630.1875 - mean_absolute_error: 263.8460 - val_loss: 158372.4779 - val_mean_absolute_error: 376.3446 Epoch 2796/5000 148/148 [==============================] - 0s 27us/step - loss: 94629.6641 - mean_absolute_error: 263.8450 - val_loss: 158371.7256 - val_mean_absolute_error: 376.3436 Epoch 2797/5000 148/148 [==============================] - 0s 34us/step - loss: 94629.1328 - mean_absolute_error: 263.8440 - val_loss: 158370.9892 - val_mean_absolute_error: 376.3426 Epoch 2798/5000 148/148 [==============================] - 0s 27us/step - loss: 94628.6172 - mean_absolute_error: 263.8430 - val_loss: 158370.2371 - val_mean_absolute_error: 376.3417 Epoch 2799/5000 148/148 [==============================] - 0s 34us/step - loss: 94628.0859 - mean_absolute_error: 263.8420 - val_loss: 158369.4848 - val_mean_absolute_error: 376.3407 Epoch 2800/5000 148/148 [==============================] - 0s 34us/step - loss: 94627.5469 - mean_absolute_error: 263.8410 - val_loss: 158368.7329 - val_mean_absolute_error: 376.3398 Epoch 2801/5000 148/148 [==============================] - 0s 27us/step - loss: 94627.0312 - mean_absolute_error: 263.8400 - val_loss: 158367.9652 - val_mean_absolute_error: 376.3388 Epoch 2802/5000 148/148 [==============================] - 0s 27us/step - loss: 94626.5000 - mean_absolute_error: 263.8390 - val_loss: 158367.2283 - val_mean_absolute_error: 376.3377 Epoch 2803/5000 148/148 [==============================] - 0s 34us/step - loss: 94625.9766 - mean_absolute_error: 263.8380 - val_loss: 158366.4767 - val_mean_absolute_error: 376.3368 Epoch 2804/5000 148/148 [==============================] - 0s 41us/step - loss: 94625.4531 - mean_absolute_error: 263.8370 - val_loss: 158365.7246 - val_mean_absolute_error: 376.3358 Epoch 2805/5000 148/148 [==============================] - 0s 27us/step - loss: 94624.9219 - mean_absolute_error: 263.8360 - val_loss: 158364.9721 - val_mean_absolute_error: 376.3348 Epoch 2806/5000 148/148 [==============================] - 0s 27us/step - loss: 94624.3906 - mean_absolute_error: 263.8350 - val_loss: 158364.2204 - val_mean_absolute_error: 376.3339 Epoch 2807/5000 148/148 [==============================] - 0s 34us/step - loss: 94623.8750 - mean_absolute_error: 263.8340 - val_loss: 158363.4835 - val_mean_absolute_error: 376.3329 Epoch 2808/5000 148/148 [==============================] - 0s 27us/step - loss: 94623.3359 - mean_absolute_error: 263.8329 - val_loss: 158362.7158 - val_mean_absolute_error: 376.3319 Epoch 2809/5000 148/148 [==============================] - 0s 27us/step - loss: 94622.8203 - mean_absolute_error: 263.8320 - val_loss: 158361.9794 - val_mean_absolute_error: 376.3310 Epoch 2810/5000 148/148 [==============================] - 0s 34us/step - loss: 94622.2891 - mean_absolute_error: 263.8310 - val_loss: 158361.2117 - val_mean_absolute_error: 376.3300 Epoch 2811/5000 148/148 [==============================] - 0s 34us/step - loss: 94621.7734 - mean_absolute_error: 263.8300 - val_loss: 158360.4904 - val_mean_absolute_error: 376.3290 Epoch 2812/5000 148/148 [==============================] - 0s 27us/step - loss: 94621.2422 - mean_absolute_error: 263.8290 - val_loss: 158359.7385 - val_mean_absolute_error: 376.3281 Epoch 2813/5000 148/148 [==============================] - 0s 41us/step - loss: 94620.7266 - mean_absolute_error: 263.8280 - val_loss: 158358.9862 - val_mean_absolute_error: 376.3271 Epoch 2814/5000 148/148 [==============================] - 0s 34us/step - loss: 94620.2031 - mean_absolute_error: 263.8270 - val_loss: 158358.2188 - val_mean_absolute_error: 376.3261 Epoch 2815/5000 148/148 [==============================] - 0s 27us/step - loss: 94619.6641 - mean_absolute_error: 263.8260 - val_loss: 158357.4821 - val_mean_absolute_error: 376.3252 Epoch 2816/5000 148/148 [==============================] - 0s 34us/step - loss: 94619.1328 - mean_absolute_error: 263.8250 - val_loss: 158356.7146 - val_mean_absolute_error: 376.3242 Epoch 2817/5000 148/148 [==============================] - 0s 27us/step - loss: 94618.6016 - mean_absolute_error: 263.8241 - val_loss: 158355.9625 - val_mean_absolute_error: 376.3232 Epoch 2818/5000 148/148 [==============================] - 0s 41us/step - loss: 94618.0781 - mean_absolute_error: 263.8231 - val_loss: 158355.2258 - val_mean_absolute_error: 376.3223 Epoch 2819/5000 148/148 [==============================] - 0s 27us/step - loss: 94617.5547 - mean_absolute_error: 263.8221 - val_loss: 158354.4738 - val_mean_absolute_error: 376.3213 Epoch 2820/5000 148/148 [==============================] - 0s 27us/step - loss: 94617.0391 - mean_absolute_error: 263.8210 - val_loss: 158353.7215 - val_mean_absolute_error: 376.3203 Epoch 2821/5000 148/148 [==============================] - 0s 34us/step - loss: 94616.5000 - mean_absolute_error: 263.8200 - val_loss: 158352.9850 - val_mean_absolute_error: 376.3193 Epoch 2822/5000 148/148 [==============================] - 0s 27us/step - loss: 94615.9844 - mean_absolute_error: 263.8190 - val_loss: 158352.2175 - val_mean_absolute_error: 376.3184 Epoch 2823/5000 148/148 [==============================] - 0s 34us/step - loss: 94615.4531 - mean_absolute_error: 263.8180 - val_loss: 158351.4804 - val_mean_absolute_error: 376.3174 Epoch 2824/5000 148/148 [==============================] - 0s 27us/step - loss: 94614.9219 - mean_absolute_error: 263.8170 - val_loss: 158350.7288 - val_mean_absolute_error: 376.3164 Epoch 2825/5000 148/148 [==============================] - 0s 34us/step - loss: 94614.4062 - mean_absolute_error: 263.8161 - val_loss: 158349.9612 - val_mean_absolute_error: 376.3154 Epoch 2826/5000 148/148 [==============================] - 0s 34us/step - loss: 94613.8750 - mean_absolute_error: 263.8150 - val_loss: 158349.2087 - val_mean_absolute_error: 376.3145 Epoch 2827/5000 148/148 [==============================] - 0s 27us/step - loss: 94613.3438 - mean_absolute_error: 263.8140 - val_loss: 158348.4725 - val_mean_absolute_error: 376.3135 Epoch 2828/5000 148/148 [==============================] - 0s 27us/step - loss: 94612.8281 - mean_absolute_error: 263.8131 - val_loss: 158347.7356 - val_mean_absolute_error: 376.3125 Epoch 2829/5000 148/148 [==============================] - 0s 34us/step - loss: 94612.2969 - mean_absolute_error: 263.8121 - val_loss: 158346.9679 - val_mean_absolute_error: 376.3115 Epoch 2830/5000 148/148 [==============================] - 0s 27us/step - loss: 94611.7734 - mean_absolute_error: 263.8111 - val_loss: 158346.2162 - val_mean_absolute_error: 376.3106 Epoch 2831/5000 148/148 [==============================] - 0s 34us/step - loss: 94611.2578 - mean_absolute_error: 263.8101 - val_loss: 158345.4640 - val_mean_absolute_error: 376.3096 Epoch 2832/5000 148/148 [==============================] - 0s 20us/step - loss: 94610.7266 - mean_absolute_error: 263.8090 - val_loss: 158344.7117 - val_mean_absolute_error: 376.3086 Epoch 2833/5000 148/148 [==============================] - 0s 34us/step - loss: 94610.1797 - mean_absolute_error: 263.8080 - val_loss: 158343.9752 - val_mean_absolute_error: 376.3076 Epoch 2834/5000 148/148 [==============================] - 0s 34us/step - loss: 94609.6719 - mean_absolute_error: 263.8071 - val_loss: 158343.2383 - val_mean_absolute_error: 376.3067 Epoch 2835/5000 148/148 [==============================] - 0s 27us/step - loss: 94609.1406 - mean_absolute_error: 263.8061 - val_loss: 158342.4708 - val_mean_absolute_error: 376.3058 Epoch 2836/5000 148/148 [==============================] - 0s 27us/step - loss: 94608.6172 - mean_absolute_error: 263.8051 - val_loss: 158341.7190 - val_mean_absolute_error: 376.3048 Epoch 2837/5000 148/148 [==============================] - 0s 27us/step - loss: 94608.0938 - mean_absolute_error: 263.8041 - val_loss: 158340.9821 - val_mean_absolute_error: 376.3038 Epoch 2838/5000 148/148 [==============================] - 0s 34us/step - loss: 94607.5781 - mean_absolute_error: 263.8031 - val_loss: 158340.2146 - val_mean_absolute_error: 376.3028 Epoch 2839/5000 148/148 [==============================] - 0s 41us/step - loss: 94607.0312 - mean_absolute_error: 263.8021 - val_loss: 158339.4627 - val_mean_absolute_error: 376.3019 Epoch 2840/5000 148/148 [==============================] - 0s 34us/step - loss: 94606.5234 - mean_absolute_error: 263.8011 - val_loss: 158338.7258 - val_mean_absolute_error: 376.3009 Epoch 2841/5000 148/148 [==============================] - 0s 27us/step - loss: 94605.9844 - mean_absolute_error: 263.8001 - val_loss: 158337.9429 - val_mean_absolute_error: 376.3000 Epoch 2842/5000 148/148 [==============================] - 0s 34us/step - loss: 94605.4609 - mean_absolute_error: 263.7991 - val_loss: 158337.2371 - val_mean_absolute_error: 376.2990 Epoch 2843/5000 148/148 [==============================] - 0s 27us/step - loss: 94604.9297 - mean_absolute_error: 263.7982 - val_loss: 158336.4696 - val_mean_absolute_error: 376.2980 Epoch 2844/5000 148/148 [==============================] - 0s 34us/step - loss: 94604.4062 - mean_absolute_error: 263.7972 - val_loss: 158335.7173 - val_mean_absolute_error: 376.2970 Epoch 2845/5000 148/148 [==============================] - 0s 34us/step - loss: 94603.8750 - mean_absolute_error: 263.7961 - val_loss: 158334.9654 - val_mean_absolute_error: 376.2961 Epoch 2846/5000 148/148 [==============================] - 0s 27us/step - loss: 94603.3672 - mean_absolute_error: 263.7951 - val_loss: 158334.2288 - val_mean_absolute_error: 376.2951 Epoch 2847/5000 148/148 [==============================] - 0s 27us/step - loss: 94602.8359 - mean_absolute_error: 263.7941 - val_loss: 158333.4610 - val_mean_absolute_error: 376.2942 Epoch 2848/5000 148/148 [==============================] - 0s 34us/step - loss: 94602.2969 - mean_absolute_error: 263.7931 - val_loss: 158332.7246 - val_mean_absolute_error: 376.2932 Epoch 2849/5000 148/148 [==============================] - 0s 27us/step - loss: 94601.7734 - mean_absolute_error: 263.7921 - val_loss: 158331.9571 - val_mean_absolute_error: 376.2922 Epoch 2850/5000 148/148 [==============================] - 0s 34us/step - loss: 94601.2578 - mean_absolute_error: 263.7911 - val_loss: 158331.2202 - val_mean_absolute_error: 376.2912 Epoch 2851/5000 148/148 [==============================] - 0s 41us/step - loss: 94600.7266 - mean_absolute_error: 263.7901 - val_loss: 158330.4529 - val_mean_absolute_error: 376.2902 Epoch 2852/5000 148/148 [==============================] - 0s 34us/step - loss: 94600.2109 - mean_absolute_error: 263.7892 - val_loss: 158329.7160 - val_mean_absolute_error: 376.2893 Epoch 2853/5000 148/148 [==============================] - 0s 27us/step - loss: 94599.6719 - mean_absolute_error: 263.7882 - val_loss: 158328.9637 - val_mean_absolute_error: 376.2883 Epoch 2854/5000 148/148 [==============================] - 0s 34us/step - loss: 94599.1484 - mean_absolute_error: 263.7872 - val_loss: 158328.2121 - val_mean_absolute_error: 376.2873 Epoch 2855/5000 148/148 [==============================] - 0s 34us/step - loss: 94598.6250 - mean_absolute_error: 263.7862 - val_loss: 158327.4750 - val_mean_absolute_error: 376.2863 Epoch 2856/5000 148/148 [==============================] - 0s 41us/step - loss: 94598.1016 - mean_absolute_error: 263.7851 - val_loss: 158326.7229 - val_mean_absolute_error: 376.2854 Epoch 2857/5000 148/148 [==============================] - 0s 27us/step - loss: 94597.5625 - mean_absolute_error: 263.7841 - val_loss: 158325.9713 - val_mean_absolute_error: 376.2844 Epoch 2858/5000 148/148 [==============================] - 0s 27us/step - loss: 94597.0469 - mean_absolute_error: 263.7831 - val_loss: 158325.2188 - val_mean_absolute_error: 376.2834 Epoch 2859/5000 148/148 [==============================] - 0s 34us/step - loss: 94596.5156 - mean_absolute_error: 263.7821 - val_loss: 158324.4667 - val_mean_absolute_error: 376.2825 Epoch 2860/5000 148/148 [==============================] - 0s 34us/step - loss: 94595.9922 - mean_absolute_error: 263.7812 - val_loss: 158323.6994 - val_mean_absolute_error: 376.2815 Epoch 2861/5000 148/148 [==============================] - 0s 27us/step - loss: 94595.4688 - mean_absolute_error: 263.7802 - val_loss: 158322.9779 - val_mean_absolute_error: 376.2805 Epoch 2862/5000 148/148 [==============================] - 0s 41us/step - loss: 94594.9375 - mean_absolute_error: 263.7792 - val_loss: 158322.1950 - val_mean_absolute_error: 376.2795 Epoch 2863/5000 148/148 [==============================] - 0s 34us/step - loss: 94594.4141 - mean_absolute_error: 263.7782 - val_loss: 158321.4894 - val_mean_absolute_error: 376.2786 Epoch 2864/5000 148/148 [==============================] - 0s 27us/step - loss: 94593.8906 - mean_absolute_error: 263.7772 - val_loss: 158320.7217 - val_mean_absolute_error: 376.2776 Epoch 2865/5000 148/148 [==============================] - 0s 34us/step - loss: 94593.3672 - mean_absolute_error: 263.7762 - val_loss: 158319.9696 - val_mean_absolute_error: 376.2767 Epoch 2866/5000 148/148 [==============================] - 0s 27us/step - loss: 94592.8281 - mean_absolute_error: 263.7752 - val_loss: 158319.2175 - val_mean_absolute_error: 376.2757 Epoch 2867/5000 148/148 [==============================] - 0s 27us/step - loss: 94592.3203 - mean_absolute_error: 263.7742 - val_loss: 158318.4654 - val_mean_absolute_error: 376.2747 Epoch 2868/5000 148/148 [==============================] - 0s 34us/step - loss: 94591.7812 - mean_absolute_error: 263.7732 - val_loss: 158317.6979 - val_mean_absolute_error: 376.2737 Epoch 2869/5000 148/148 [==============================] - 0s 34us/step - loss: 94591.2656 - mean_absolute_error: 263.7722 - val_loss: 158316.9612 - val_mean_absolute_error: 376.2728 Epoch 2870/5000 148/148 [==============================] - 0s 27us/step - loss: 94590.7422 - mean_absolute_error: 263.7712 - val_loss: 158316.2246 - val_mean_absolute_error: 376.2718 Epoch 2871/5000 148/148 [==============================] - 0s 27us/step - loss: 94590.2031 - mean_absolute_error: 263.7702 - val_loss: 158315.4569 - val_mean_absolute_error: 376.2709 Epoch 2872/5000 148/148 [==============================] - 0s 34us/step - loss: 94589.6875 - mean_absolute_error: 263.7692 - val_loss: 158314.7204 - val_mean_absolute_error: 376.2699 Epoch 2873/5000 148/148 [==============================] - 0s 34us/step - loss: 94589.1719 - mean_absolute_error: 263.7682 - val_loss: 158313.9683 - val_mean_absolute_error: 376.2688 Epoch 2874/5000 148/148 [==============================] - 0s 27us/step - loss: 94588.6328 - mean_absolute_error: 263.7672 - val_loss: 158313.2158 - val_mean_absolute_error: 376.2678 Epoch 2875/5000 148/148 [==============================] - 0s 34us/step - loss: 94588.1094 - mean_absolute_error: 263.7661 - val_loss: 158312.4642 - val_mean_absolute_error: 376.2669 Epoch 2876/5000 148/148 [==============================] - 0s 34us/step - loss: 94587.5938 - mean_absolute_error: 263.7652 - val_loss: 158311.6967 - val_mean_absolute_error: 376.2659 Epoch 2877/5000 148/148 [==============================] - 0s 27us/step - loss: 94587.0547 - mean_absolute_error: 263.7642 - val_loss: 158310.9596 - val_mean_absolute_error: 376.2650 Epoch 2878/5000 148/148 [==============================] - 0s 27us/step - loss: 94586.5234 - mean_absolute_error: 263.7632 - val_loss: 158310.2233 - val_mean_absolute_error: 376.2640 Epoch 2879/5000 148/148 [==============================] - 0s 27us/step - loss: 94586.0078 - mean_absolute_error: 263.7622 - val_loss: 158309.4710 - val_mean_absolute_error: 376.2630 Epoch 2880/5000 148/148 [==============================] - 0s 34us/step - loss: 94585.4766 - mean_absolute_error: 263.7612 - val_loss: 158308.7188 - val_mean_absolute_error: 376.2620 Epoch 2881/5000 148/148 [==============================] - 0s 27us/step - loss: 94584.9453 - mean_absolute_error: 263.7602 - val_loss: 158307.9671 - val_mean_absolute_error: 376.2611 Epoch 2882/5000 148/148 [==============================] - 0s 27us/step - loss: 94584.4375 - mean_absolute_error: 263.7592 - val_loss: 158307.2148 - val_mean_absolute_error: 376.2601 Epoch 2883/5000 148/148 [==============================] - 0s 34us/step - loss: 94583.9062 - mean_absolute_error: 263.7582 - val_loss: 158306.4625 - val_mean_absolute_error: 376.2592 Epoch 2884/5000 148/148 [==============================] - 0s 34us/step - loss: 94583.3750 - mean_absolute_error: 263.7572 - val_loss: 158305.7260 - val_mean_absolute_error: 376.2582 Epoch 2885/5000 148/148 [==============================] - 0s 27us/step - loss: 94582.8516 - mean_absolute_error: 263.7562 - val_loss: 158304.9738 - val_mean_absolute_error: 376.2572 Epoch 2886/5000 148/148 [==============================] - 0s 27us/step - loss: 94582.3281 - mean_absolute_error: 263.7552 - val_loss: 158304.2217 - val_mean_absolute_error: 376.2563 Epoch 2887/5000 148/148 [==============================] - 0s 34us/step - loss: 94581.7969 - mean_absolute_error: 263.7543 - val_loss: 158303.4698 - val_mean_absolute_error: 376.2553 Epoch 2888/5000 148/148 [==============================] - 0s 27us/step - loss: 94581.2734 - mean_absolute_error: 263.7533 - val_loss: 158302.7175 - val_mean_absolute_error: 376.2543 Epoch 2889/5000 148/148 [==============================] - 0s 34us/step - loss: 94580.7344 - mean_absolute_error: 263.7523 - val_loss: 158301.9500 - val_mean_absolute_error: 376.2534 Epoch 2890/5000 148/148 [==============================] - 0s 34us/step - loss: 94580.2188 - mean_absolute_error: 263.7513 - val_loss: 158301.2444 - val_mean_absolute_error: 376.2524 Epoch 2891/5000 148/148 [==============================] - 0s 34us/step - loss: 94579.6953 - mean_absolute_error: 263.7503 - val_loss: 158300.4767 - val_mean_absolute_error: 376.2514 Epoch 2892/5000 148/148 [==============================] - 0s 27us/step - loss: 94579.1641 - mean_absolute_error: 263.7493 - val_loss: 158299.7092 - val_mean_absolute_error: 376.2504 Epoch 2893/5000 148/148 [==============================] - 0s 41us/step - loss: 94578.6328 - mean_absolute_error: 263.7483 - val_loss: 158298.9725 - val_mean_absolute_error: 376.2495 Epoch 2894/5000 148/148 [==============================] - 0s 27us/step - loss: 94578.1250 - mean_absolute_error: 263.7473 - val_loss: 158298.2204 - val_mean_absolute_error: 376.2485 Epoch 2895/5000 148/148 [==============================] - 0s 34us/step - loss: 94577.5859 - mean_absolute_error: 263.7463 - val_loss: 158297.4681 - val_mean_absolute_error: 376.2476 Epoch 2896/5000 148/148 [==============================] - 0s 27us/step - loss: 94577.0547 - mean_absolute_error: 263.7453 - val_loss: 158296.7162 - val_mean_absolute_error: 376.2466 Epoch 2897/5000 148/148 [==============================] - 0s 34us/step - loss: 94576.5391 - mean_absolute_error: 263.7443 - val_loss: 158295.9642 - val_mean_absolute_error: 376.2456 Epoch 2898/5000 148/148 [==============================] - 0s 34us/step - loss: 94576.0078 - mean_absolute_error: 263.7433 - val_loss: 158295.2273 - val_mean_absolute_error: 376.2446 Epoch 2899/5000 148/148 [==============================] - 0s 27us/step - loss: 94575.4844 - mean_absolute_error: 263.7423 - val_loss: 158294.4754 - val_mean_absolute_error: 376.2436 Epoch 2900/5000 148/148 [==============================] - 0s 27us/step - loss: 94574.9609 - mean_absolute_error: 263.7413 - val_loss: 158293.7233 - val_mean_absolute_error: 376.2427 Epoch 2901/5000 148/148 [==============================] - 0s 34us/step - loss: 94574.4297 - mean_absolute_error: 263.7403 - val_loss: 158292.9710 - val_mean_absolute_error: 376.2417 Epoch 2902/5000 148/148 [==============================] - 0s 27us/step - loss: 94573.8984 - mean_absolute_error: 263.7393 - val_loss: 158292.2192 - val_mean_absolute_error: 376.2408 Epoch 2903/5000 148/148 [==============================] - 0s 27us/step - loss: 94573.3828 - mean_absolute_error: 263.7383 - val_loss: 158291.4823 - val_mean_absolute_error: 376.2398 Epoch 2904/5000 148/148 [==============================] - 0s 34us/step - loss: 94572.8594 - mean_absolute_error: 263.7372 - val_loss: 158290.7146 - val_mean_absolute_error: 376.2388 Epoch 2905/5000 148/148 [==============================] - 0s 34us/step - loss: 94572.3203 - mean_absolute_error: 263.7363 - val_loss: 158289.9783 - val_mean_absolute_error: 376.2378 Epoch 2906/5000 148/148 [==============================] - 0s 27us/step - loss: 94571.8203 - mean_absolute_error: 263.7353 - val_loss: 158289.2106 - val_mean_absolute_error: 376.2368 Epoch 2907/5000 148/148 [==============================] - 0s 34us/step - loss: 94571.2891 - mean_absolute_error: 263.7343 - val_loss: 158288.4583 - val_mean_absolute_error: 376.2359 Epoch 2908/5000 148/148 [==============================] - 0s 27us/step - loss: 94570.7500 - mean_absolute_error: 263.7333 - val_loss: 158287.7067 - val_mean_absolute_error: 376.2350 Epoch 2909/5000 148/148 [==============================] - 0s 34us/step - loss: 94570.2344 - mean_absolute_error: 263.7323 - val_loss: 158286.9698 - val_mean_absolute_error: 376.2339 Epoch 2910/5000 148/148 [==============================] - 0s 27us/step - loss: 94569.7109 - mean_absolute_error: 263.7313 - val_loss: 158286.2175 - val_mean_absolute_error: 376.2330 Epoch 2911/5000 148/148 [==============================] - 0s 41us/step - loss: 94569.1641 - mean_absolute_error: 263.7303 - val_loss: 158285.4813 - val_mean_absolute_error: 376.2320 Epoch 2912/5000 148/148 [==============================] - 0s 34us/step - loss: 94568.6484 - mean_absolute_error: 263.7293 - val_loss: 158284.7133 - val_mean_absolute_error: 376.2310 Epoch 2913/5000 148/148 [==============================] - 0s 27us/step - loss: 94568.1250 - mean_absolute_error: 263.7284 - val_loss: 158283.9612 - val_mean_absolute_error: 376.2301 Epoch 2914/5000 148/148 [==============================] - 0s 34us/step - loss: 94567.5938 - mean_absolute_error: 263.7274 - val_loss: 158283.2248 - val_mean_absolute_error: 376.2291 Epoch 2915/5000 148/148 [==============================] - 0s 27us/step - loss: 94567.0781 - mean_absolute_error: 263.7264 - val_loss: 158282.4725 - val_mean_absolute_error: 376.2281 Epoch 2916/5000 148/148 [==============================] - 0s 34us/step - loss: 94566.5469 - mean_absolute_error: 263.7254 - val_loss: 158281.7050 - val_mean_absolute_error: 376.2271 Epoch 2917/5000 148/148 [==============================] - 0s 34us/step - loss: 94566.0234 - mean_absolute_error: 263.7243 - val_loss: 158280.9683 - val_mean_absolute_error: 376.2262 Epoch 2918/5000 148/148 [==============================] - 0s 34us/step - loss: 94565.5000 - mean_absolute_error: 263.7233 - val_loss: 158280.2008 - val_mean_absolute_error: 376.2252 Epoch 2919/5000 148/148 [==============================] - 0s 34us/step - loss: 94564.9766 - mean_absolute_error: 263.7223 - val_loss: 158279.4796 - val_mean_absolute_error: 376.2243 Epoch 2920/5000 148/148 [==============================] - 0s 34us/step - loss: 94564.4375 - mean_absolute_error: 263.7213 - val_loss: 158278.7277 - val_mean_absolute_error: 376.2233 Epoch 2921/5000 148/148 [==============================] - 0s 27us/step - loss: 94563.9219 - mean_absolute_error: 263.7204 - val_loss: 158277.9754 - val_mean_absolute_error: 376.2223 Epoch 2922/5000 148/148 [==============================] - 0s 34us/step - loss: 94563.3906 - mean_absolute_error: 263.7193 - val_loss: 158277.2231 - val_mean_absolute_error: 376.2213 Epoch 2923/5000 148/148 [==============================] - 0s 27us/step - loss: 94562.8672 - mean_absolute_error: 263.7183 - val_loss: 158276.4713 - val_mean_absolute_error: 376.2203 Epoch 2924/5000 148/148 [==============================] - 0s 27us/step - loss: 94562.3438 - mean_absolute_error: 263.7174 - val_loss: 158275.7037 - val_mean_absolute_error: 376.2194 Epoch 2925/5000 148/148 [==============================] - 0s 27us/step - loss: 94561.8203 - mean_absolute_error: 263.7164 - val_loss: 158274.9669 - val_mean_absolute_error: 376.2184 Epoch 2926/5000 148/148 [==============================] - 0s 27us/step - loss: 94561.2812 - mean_absolute_error: 263.7154 - val_loss: 158274.2304 - val_mean_absolute_error: 376.2174 Epoch 2927/5000 148/148 [==============================] - 0s 34us/step - loss: 94560.7656 - mean_absolute_error: 263.7144 - val_loss: 158273.4783 - val_mean_absolute_error: 376.2165 Epoch 2928/5000 148/148 [==============================] - 0s 34us/step - loss: 94560.2422 - mean_absolute_error: 263.7134 - val_loss: 158272.7258 - val_mean_absolute_error: 376.2155 Epoch 2929/5000 148/148 [==============================] - 0s 27us/step - loss: 94559.7109 - mean_absolute_error: 263.7123 - val_loss: 158271.9587 - val_mean_absolute_error: 376.2145 Epoch 2930/5000 148/148 [==============================] - 0s 34us/step - loss: 94559.1953 - mean_absolute_error: 263.7114 - val_loss: 158271.2221 - val_mean_absolute_error: 376.2135 Epoch 2931/5000 148/148 [==============================] - 0s 34us/step - loss: 94558.6641 - mean_absolute_error: 263.7104 - val_loss: 158270.4544 - val_mean_absolute_error: 376.2126 Epoch 2932/5000 148/148 [==============================] - 0s 27us/step - loss: 94558.1250 - mean_absolute_error: 263.7094 - val_loss: 158269.7179 - val_mean_absolute_error: 376.2116 Epoch 2933/5000 148/148 [==============================] - 0s 34us/step - loss: 94557.6016 - mean_absolute_error: 263.7084 - val_loss: 158268.9502 - val_mean_absolute_error: 376.2107 Epoch 2934/5000 148/148 [==============================] - 0s 34us/step - loss: 94557.0781 - mean_absolute_error: 263.7074 - val_loss: 158268.2133 - val_mean_absolute_error: 376.2097 Epoch 2935/5000 148/148 [==============================] - 0s 27us/step - loss: 94556.5625 - mean_absolute_error: 263.7064 - val_loss: 158267.4771 - val_mean_absolute_error: 376.2088 Epoch 2936/5000 148/148 [==============================] - 0s 27us/step - loss: 94556.0391 - mean_absolute_error: 263.7054 - val_loss: 158266.7246 - val_mean_absolute_error: 376.2078 Epoch 2937/5000 148/148 [==============================] - 0s 27us/step - loss: 94555.5078 - mean_absolute_error: 263.7044 - val_loss: 158265.9571 - val_mean_absolute_error: 376.2068 Epoch 2938/5000 148/148 [==============================] - 0s 34us/step - loss: 94554.9766 - mean_absolute_error: 263.7034 - val_loss: 158265.2208 - val_mean_absolute_error: 376.2058 Epoch 2939/5000 148/148 [==============================] - 0s 41us/step - loss: 94554.4531 - mean_absolute_error: 263.7025 - val_loss: 158264.4529 - val_mean_absolute_error: 376.2049 Epoch 2940/5000 148/148 [==============================] - 0s 27us/step - loss: 94553.9219 - mean_absolute_error: 263.7015 - val_loss: 158263.7162 - val_mean_absolute_error: 376.2039 Epoch 2941/5000 148/148 [==============================] - 0s 34us/step - loss: 94553.3906 - mean_absolute_error: 263.7004 - val_loss: 158262.9798 - val_mean_absolute_error: 376.2029 Epoch 2942/5000 148/148 [==============================] - 0s 27us/step - loss: 94552.8750 - mean_absolute_error: 263.6994 - val_loss: 158262.2275 - val_mean_absolute_error: 376.2020 Epoch 2943/5000 148/148 [==============================] - 0s 34us/step - loss: 94552.3516 - mean_absolute_error: 263.6984 - val_loss: 158261.4754 - val_mean_absolute_error: 376.2010 Epoch 2944/5000 148/148 [==============================] - 0s 27us/step - loss: 94551.8281 - mean_absolute_error: 263.6974 - val_loss: 158260.7235 - val_mean_absolute_error: 376.2000 Epoch 2945/5000 148/148 [==============================] - 0s 27us/step - loss: 94551.2969 - mean_absolute_error: 263.6964 - val_loss: 158259.9713 - val_mean_absolute_error: 376.1991 Epoch 2946/5000 148/148 [==============================] - 0s 27us/step - loss: 94550.7734 - mean_absolute_error: 263.6955 - val_loss: 158259.2192 - val_mean_absolute_error: 376.1980 Epoch 2947/5000 148/148 [==============================] - 0s 27us/step - loss: 94550.2422 - mean_absolute_error: 263.6944 - val_loss: 158258.4825 - val_mean_absolute_error: 376.1970 Epoch 2948/5000 148/148 [==============================] - 0s 34us/step - loss: 94549.7266 - mean_absolute_error: 263.6935 - val_loss: 158257.7150 - val_mean_absolute_error: 376.1961 Epoch 2949/5000 148/148 [==============================] - 0s 27us/step - loss: 94549.1953 - mean_absolute_error: 263.6925 - val_loss: 158256.9783 - val_mean_absolute_error: 376.1951 Epoch 2950/5000 148/148 [==============================] - 0s 34us/step - loss: 94548.6719 - mean_absolute_error: 263.6915 - val_loss: 158256.2110 - val_mean_absolute_error: 376.1941 Epoch 2951/5000 148/148 [==============================] - 0s 27us/step - loss: 94548.1406 - mean_absolute_error: 263.6905 - val_loss: 158255.4742 - val_mean_absolute_error: 376.1932 Epoch 2952/5000 148/148 [==============================] - 0s 27us/step - loss: 94547.6172 - mean_absolute_error: 263.6895 - val_loss: 158254.7065 - val_mean_absolute_error: 376.1922 Epoch 2953/5000 148/148 [==============================] - 0s 41us/step - loss: 94547.0859 - mean_absolute_error: 263.6884 - val_loss: 158253.9700 - val_mean_absolute_error: 376.1912 Epoch 2954/5000 148/148 [==============================] - 0s 34us/step - loss: 94546.5781 - mean_absolute_error: 263.6874 - val_loss: 158253.2179 - val_mean_absolute_error: 376.1903 Epoch 2955/5000 148/148 [==============================] - 0s 27us/step - loss: 94546.0469 - mean_absolute_error: 263.6864 - val_loss: 158252.4813 - val_mean_absolute_error: 376.1893 Epoch 2956/5000 148/148 [==============================] - 0s 41us/step - loss: 94545.5234 - mean_absolute_error: 263.6855 - val_loss: 158251.6983 - val_mean_absolute_error: 376.1883 Epoch 2957/5000 148/148 [==============================] - 0s 20us/step - loss: 94544.9844 - mean_absolute_error: 263.6845 - val_loss: 158250.9771 - val_mean_absolute_error: 376.1874 Epoch 2958/5000 148/148 [==============================] - 0s 27us/step - loss: 94544.4688 - mean_absolute_error: 263.6835 - val_loss: 158250.2250 - val_mean_absolute_error: 376.1864 Epoch 2959/5000 148/148 [==============================] - 0s 34us/step - loss: 94543.9453 - mean_absolute_error: 263.6825 - val_loss: 158249.4883 - val_mean_absolute_error: 376.1854 Epoch 2960/5000 148/148 [==============================] - 0s 41us/step - loss: 94543.4219 - mean_absolute_error: 263.6815 - val_loss: 158248.7208 - val_mean_absolute_error: 376.1845 Epoch 2961/5000 148/148 [==============================] - 0s 34us/step - loss: 94542.8828 - mean_absolute_error: 263.6805 - val_loss: 158247.9842 - val_mean_absolute_error: 376.1835 Epoch 2962/5000 148/148 [==============================] - 0s 27us/step - loss: 94542.3750 - mean_absolute_error: 263.6795 - val_loss: 158247.2321 - val_mean_absolute_error: 376.1826 Epoch 2963/5000 148/148 [==============================] - 0s 27us/step - loss: 94541.8359 - mean_absolute_error: 263.6785 - val_loss: 158246.4798 - val_mean_absolute_error: 376.1816 Epoch 2964/5000 148/148 [==============================] - 0s 34us/step - loss: 94541.3125 - mean_absolute_error: 263.6776 - val_loss: 158245.7125 - val_mean_absolute_error: 376.1806 Epoch 2965/5000 148/148 [==============================] - 0s 34us/step - loss: 94540.7969 - mean_absolute_error: 263.6765 - val_loss: 158244.9758 - val_mean_absolute_error: 376.1796 Epoch 2966/5000 148/148 [==============================] - 0s 27us/step - loss: 94540.2656 - mean_absolute_error: 263.6755 - val_loss: 158244.2233 - val_mean_absolute_error: 376.1787 Epoch 2967/5000 148/148 [==============================] - 0s 34us/step - loss: 94539.7266 - mean_absolute_error: 263.6745 - val_loss: 158243.4871 - val_mean_absolute_error: 376.1777 Epoch 2968/5000 148/148 [==============================] - 0s 27us/step - loss: 94539.2188 - mean_absolute_error: 263.6735 - val_loss: 158242.7350 - val_mean_absolute_error: 376.1767 Epoch 2969/5000 148/148 [==============================] - 0s 41us/step - loss: 94538.6875 - mean_absolute_error: 263.6725 - val_loss: 158241.9673 - val_mean_absolute_error: 376.1757 Epoch 2970/5000 148/148 [==============================] - 0s 34us/step - loss: 94538.1641 - mean_absolute_error: 263.6715 - val_loss: 158241.2308 - val_mean_absolute_error: 376.1748 Epoch 2971/5000 148/148 [==============================] - 0s 27us/step - loss: 94537.6406 - mean_absolute_error: 263.6705 - val_loss: 158240.4631 - val_mean_absolute_error: 376.1737 Epoch 2972/5000 148/148 [==============================] - 0s 34us/step - loss: 94537.1172 - mean_absolute_error: 263.6695 - val_loss: 158239.7108 - val_mean_absolute_error: 376.1728 Epoch 2973/5000 148/148 [==============================] - 0s 27us/step - loss: 94536.5781 - mean_absolute_error: 263.6685 - val_loss: 158238.9746 - val_mean_absolute_error: 376.1718 Epoch 2974/5000 148/148 [==============================] - 0s 34us/step - loss: 94536.0703 - mean_absolute_error: 263.6675 - val_loss: 158238.2223 - val_mean_absolute_error: 376.1708 Epoch 2975/5000 148/148 [==============================] - 0s 34us/step - loss: 94535.5312 - mean_absolute_error: 263.6665 - val_loss: 158237.4854 - val_mean_absolute_error: 376.1699 Epoch 2976/5000 148/148 [==============================] - 0s 34us/step - loss: 94535.0000 - mean_absolute_error: 263.6655 - val_loss: 158236.7338 - val_mean_absolute_error: 376.1689 Epoch 2977/5000 148/148 [==============================] - 0s 34us/step - loss: 94534.4766 - mean_absolute_error: 263.6645 - val_loss: 158235.9658 - val_mean_absolute_error: 376.1679 Epoch 2978/5000 148/148 [==============================] - 0s 27us/step - loss: 94533.9531 - mean_absolute_error: 263.6635 - val_loss: 158235.2292 - val_mean_absolute_error: 376.1670 Epoch 2979/5000 148/148 [==============================] - 0s 34us/step - loss: 94533.4297 - mean_absolute_error: 263.6625 - val_loss: 158234.4929 - val_mean_absolute_error: 376.1660 Epoch 2980/5000 148/148 [==============================] - 0s 27us/step - loss: 94532.9141 - mean_absolute_error: 263.6615 - val_loss: 158233.7406 - val_mean_absolute_error: 376.1651 Epoch 2981/5000 148/148 [==============================] - 0s 34us/step - loss: 94532.3750 - mean_absolute_error: 263.6605 - val_loss: 158232.9575 - val_mean_absolute_error: 376.1641 Epoch 2982/5000 148/148 [==============================] - 0s 41us/step - loss: 94531.8359 - mean_absolute_error: 263.6595 - val_loss: 158232.2365 - val_mean_absolute_error: 376.1631 Epoch 2983/5000 148/148 [==============================] - 0s 41us/step - loss: 94531.3281 - mean_absolute_error: 263.6586 - val_loss: 158231.4842 - val_mean_absolute_error: 376.1621 Epoch 2984/5000 148/148 [==============================] - 0s 41us/step - loss: 94530.7969 - mean_absolute_error: 263.6576 - val_loss: 158230.7321 - val_mean_absolute_error: 376.1612 Epoch 2985/5000 148/148 [==============================] - 0s 41us/step - loss: 94530.2734 - mean_absolute_error: 263.6566 - val_loss: 158229.9800 - val_mean_absolute_error: 376.1603 Epoch 2986/5000 148/148 [==============================] - 0s 34us/step - loss: 94529.7578 - mean_absolute_error: 263.6556 - val_loss: 158229.2279 - val_mean_absolute_error: 376.1593 Epoch 2987/5000 148/148 [==============================] - 0s 41us/step - loss: 94529.2188 - mean_absolute_error: 263.6546 - val_loss: 158228.4604 - val_mean_absolute_error: 376.1583 Epoch 2988/5000 148/148 [==============================] - 0s 34us/step - loss: 94528.6875 - mean_absolute_error: 263.6536 - val_loss: 158227.7392 - val_mean_absolute_error: 376.1573 Epoch 2989/5000 148/148 [==============================] - 0s 34us/step - loss: 94528.1719 - mean_absolute_error: 263.6526 - val_loss: 158226.9871 - val_mean_absolute_error: 376.1563 Epoch 2990/5000 148/148 [==============================] - 0s 27us/step - loss: 94527.6406 - mean_absolute_error: 263.6516 - val_loss: 158226.2350 - val_mean_absolute_error: 376.1554 Epoch 2991/5000 148/148 [==============================] - 0s 27us/step - loss: 94527.1172 - mean_absolute_error: 263.6506 - val_loss: 158225.4983 - val_mean_absolute_error: 376.1545 Epoch 2992/5000 148/148 [==============================] - 0s 34us/step - loss: 94526.6016 - mean_absolute_error: 263.6496 - val_loss: 158224.7308 - val_mean_absolute_error: 376.1535 Epoch 2993/5000 148/148 [==============================] - 0s 34us/step - loss: 94526.0703 - mean_absolute_error: 263.6486 - val_loss: 158223.9631 - val_mean_absolute_error: 376.1525 Epoch 2994/5000 148/148 [==============================] - 0s 27us/step - loss: 94525.5391 - mean_absolute_error: 263.6476 - val_loss: 158223.2421 - val_mean_absolute_error: 376.1515 Epoch 2995/5000 148/148 [==============================] - 0s 27us/step - loss: 94525.0234 - mean_absolute_error: 263.6466 - val_loss: 158222.4900 - val_mean_absolute_error: 376.1505 Epoch 2996/5000 148/148 [==============================] - 0s 34us/step - loss: 94524.5000 - mean_absolute_error: 263.6456 - val_loss: 158221.7223 - val_mean_absolute_error: 376.1495 Epoch 2997/5000 148/148 [==============================] - 0s 27us/step - loss: 94523.9688 - mean_absolute_error: 263.6446 - val_loss: 158221.0013 - val_mean_absolute_error: 376.1486 Epoch 2998/5000 148/148 [==============================] - 0s 27us/step - loss: 94523.4453 - mean_absolute_error: 263.6436 - val_loss: 158220.2183 - val_mean_absolute_error: 376.1476 Epoch 2999/5000 148/148 [==============================] - 0s 27us/step - loss: 94522.9219 - mean_absolute_error: 263.6426 - val_loss: 158219.4815 - val_mean_absolute_error: 376.1466 Epoch 3000/5000 148/148 [==============================] - 0s 27us/step - loss: 94522.3828 - mean_absolute_error: 263.6416 - val_loss: 158218.7296 - val_mean_absolute_error: 376.1457 Epoch 3001/5000 148/148 [==============================] - 0s 47us/step - loss: 94521.8750 - mean_absolute_error: 263.6406 - val_loss: 158217.9927 - val_mean_absolute_error: 376.1447 Epoch 3002/5000 148/148 [==============================] - 0s 34us/step - loss: 94521.3438 - mean_absolute_error: 263.6396 - val_loss: 158217.2404 - val_mean_absolute_error: 376.1437 Epoch 3003/5000 148/148 [==============================] - 0s 27us/step - loss: 94520.8203 - mean_absolute_error: 263.6386 - val_loss: 158216.4887 - val_mean_absolute_error: 376.1427 Epoch 3004/5000 148/148 [==============================] - 0s 34us/step - loss: 94520.2891 - mean_absolute_error: 263.6376 - val_loss: 158215.7210 - val_mean_absolute_error: 376.1418 Epoch 3005/5000 148/148 [==============================] - 0s 41us/step - loss: 94519.7578 - mean_absolute_error: 263.6366 - val_loss: 158214.9842 - val_mean_absolute_error: 376.1408 Epoch 3006/5000 148/148 [==============================] - 0s 27us/step - loss: 94519.2266 - mean_absolute_error: 263.6356 - val_loss: 158214.2325 - val_mean_absolute_error: 376.1398 Epoch 3007/5000 148/148 [==============================] - 0s 34us/step - loss: 94518.7188 - mean_absolute_error: 263.6347 - val_loss: 158213.4956 - val_mean_absolute_error: 376.1389 Epoch 3008/5000 148/148 [==============================] - 0s 27us/step - loss: 94518.1797 - mean_absolute_error: 263.6336 - val_loss: 158212.7279 - val_mean_absolute_error: 376.1379 Epoch 3009/5000 148/148 [==============================] - 0s 34us/step - loss: 94517.6562 - mean_absolute_error: 263.6327 - val_loss: 158211.9917 - val_mean_absolute_error: 376.1369 Epoch 3010/5000 148/148 [==============================] - 0s 27us/step - loss: 94517.1328 - mean_absolute_error: 263.6317 - val_loss: 158211.2394 - val_mean_absolute_error: 376.1360 Epoch 3011/5000 148/148 [==============================] - 0s 34us/step - loss: 94516.6094 - mean_absolute_error: 263.6307 - val_loss: 158210.4871 - val_mean_absolute_error: 376.1350 Epoch 3012/5000 148/148 [==============================] - 0s 34us/step - loss: 94516.0781 - mean_absolute_error: 263.6297 - val_loss: 158209.7506 - val_mean_absolute_error: 376.1341 Epoch 3013/5000 148/148 [==============================] - 0s 34us/step - loss: 94515.5547 - mean_absolute_error: 263.6287 - val_loss: 158208.9829 - val_mean_absolute_error: 376.1330 Epoch 3014/5000 148/148 [==============================] - 0s 27us/step - loss: 94515.0312 - mean_absolute_error: 263.6276 - val_loss: 158208.2154 - val_mean_absolute_error: 376.1321 Epoch 3015/5000 148/148 [==============================] - 0s 27us/step - loss: 94514.5078 - mean_absolute_error: 263.6266 - val_loss: 158207.4944 - val_mean_absolute_error: 376.1311 Epoch 3016/5000 148/148 [==============================] - 0s 27us/step - loss: 94513.9844 - mean_absolute_error: 263.6256 - val_loss: 158206.7421 - val_mean_absolute_error: 376.1302 Epoch 3017/5000 148/148 [==============================] - 0s 27us/step - loss: 94513.4531 - mean_absolute_error: 263.6247 - val_loss: 158205.9746 - val_mean_absolute_error: 376.1291 Epoch 3018/5000 148/148 [==============================] - 0s 34us/step - loss: 94512.9219 - mean_absolute_error: 263.6237 - val_loss: 158205.2381 - val_mean_absolute_error: 376.1281 Epoch 3019/5000 148/148 [==============================] - 0s 27us/step - loss: 94512.4062 - mean_absolute_error: 263.6227 - val_loss: 158204.4858 - val_mean_absolute_error: 376.1272 Epoch 3020/5000 148/148 [==============================] - 0s 27us/step - loss: 94511.8828 - mean_absolute_error: 263.6217 - val_loss: 158203.7183 - val_mean_absolute_error: 376.1262 Epoch 3021/5000 148/148 [==============================] - 0s 27us/step - loss: 94511.3516 - mean_absolute_error: 263.6207 - val_loss: 158202.9971 - val_mean_absolute_error: 376.1253 Epoch 3022/5000 148/148 [==============================] - 0s 27us/step - loss: 94510.8281 - mean_absolute_error: 263.6197 - val_loss: 158202.2450 - val_mean_absolute_error: 376.1243 Epoch 3023/5000 148/148 [==============================] - 0s 27us/step - loss: 94510.2969 - mean_absolute_error: 263.6187 - val_loss: 158201.4929 - val_mean_absolute_error: 376.1233 Epoch 3024/5000 148/148 [==============================] - 0s 27us/step - loss: 94509.7734 - mean_absolute_error: 263.6177 - val_loss: 158200.7563 - val_mean_absolute_error: 376.1223 Epoch 3025/5000 148/148 [==============================] - 0s 34us/step - loss: 94509.2500 - mean_absolute_error: 263.6166 - val_loss: 158199.9887 - val_mean_absolute_error: 376.1214 Epoch 3026/5000 148/148 [==============================] - 0s 34us/step - loss: 94508.7266 - mean_absolute_error: 263.6157 - val_loss: 158199.2367 - val_mean_absolute_error: 376.1204 Epoch 3027/5000 148/148 [==============================] - 0s 41us/step - loss: 94508.1875 - mean_absolute_error: 263.6147 - val_loss: 158198.5000 - val_mean_absolute_error: 376.1195 Epoch 3028/5000 148/148 [==============================] - 0s 27us/step - loss: 94507.6719 - mean_absolute_error: 263.6137 - val_loss: 158197.7479 - val_mean_absolute_error: 376.1185 Epoch 3029/5000 148/148 [==============================] - 0s 34us/step - loss: 94507.1562 - mean_absolute_error: 263.6127 - val_loss: 158196.9802 - val_mean_absolute_error: 376.1175 Epoch 3030/5000 148/148 [==============================] - 0s 34us/step - loss: 94506.6250 - mean_absolute_error: 263.6117 - val_loss: 158196.2437 - val_mean_absolute_error: 376.1166 Epoch 3031/5000 148/148 [==============================] - 0s 27us/step - loss: 94506.0938 - mean_absolute_error: 263.6107 - val_loss: 158195.4917 - val_mean_absolute_error: 376.1156 Epoch 3032/5000 148/148 [==============================] - 0s 34us/step - loss: 94505.5703 - mean_absolute_error: 263.6097 - val_loss: 158194.7392 - val_mean_absolute_error: 376.1146 Epoch 3033/5000 148/148 [==============================] - 0s 34us/step - loss: 94505.0391 - mean_absolute_error: 263.6087 - val_loss: 158194.0029 - val_mean_absolute_error: 376.1137 Epoch 3034/5000 148/148 [==============================] - 0s 27us/step - loss: 94504.5234 - mean_absolute_error: 263.6077 - val_loss: 158193.2508 - val_mean_absolute_error: 376.1127 Epoch 3035/5000 148/148 [==============================] - 0s 27us/step - loss: 94503.9922 - mean_absolute_error: 263.6068 - val_loss: 158192.4985 - val_mean_absolute_error: 376.1117 Epoch 3036/5000 148/148 [==============================] - 0s 41us/step - loss: 94503.4609 - mean_absolute_error: 263.6058 - val_loss: 158191.7313 - val_mean_absolute_error: 376.1108 Epoch 3037/5000 148/148 [==============================] - 0s 27us/step - loss: 94502.9453 - mean_absolute_error: 263.6048 - val_loss: 158190.9944 - val_mean_absolute_error: 376.1098 Epoch 3038/5000 148/148 [==============================] - 0s 34us/step - loss: 94502.4141 - mean_absolute_error: 263.6037 - val_loss: 158190.2267 - val_mean_absolute_error: 376.1088 Epoch 3039/5000 148/148 [==============================] - 0s 27us/step - loss: 94501.8750 - mean_absolute_error: 263.6028 - val_loss: 158189.5212 - val_mean_absolute_error: 376.1078 Epoch 3040/5000 148/148 [==============================] - 0s 34us/step - loss: 94501.3672 - mean_absolute_error: 263.6017 - val_loss: 158188.7381 - val_mean_absolute_error: 376.1069 Epoch 3041/5000 148/148 [==============================] - 0s 34us/step - loss: 94500.8359 - mean_absolute_error: 263.6007 - val_loss: 158188.0013 - val_mean_absolute_error: 376.1059 Epoch 3042/5000 148/148 [==============================] - 0s 34us/step - loss: 94500.3047 - mean_absolute_error: 263.5998 - val_loss: 158187.2496 - val_mean_absolute_error: 376.1050 Epoch 3043/5000 148/148 [==============================] - 0s 27us/step - loss: 94499.7891 - mean_absolute_error: 263.5988 - val_loss: 158186.4971 - val_mean_absolute_error: 376.1039 Epoch 3044/5000 148/148 [==============================] - 0s 27us/step - loss: 94499.2656 - mean_absolute_error: 263.5977 - val_loss: 158185.7296 - val_mean_absolute_error: 376.1030 Epoch 3045/5000 148/148 [==============================] - 0s 41us/step - loss: 94498.7344 - mean_absolute_error: 263.5968 - val_loss: 158185.0088 - val_mean_absolute_error: 376.1020 Epoch 3046/5000 148/148 [==============================] - 0s 34us/step - loss: 94498.2109 - mean_absolute_error: 263.5958 - val_loss: 158184.2410 - val_mean_absolute_error: 376.1010 Epoch 3047/5000 148/148 [==============================] - 0s 34us/step - loss: 94497.6875 - mean_absolute_error: 263.5948 - val_loss: 158183.5042 - val_mean_absolute_error: 376.1000 Epoch 3048/5000 148/148 [==============================] - 0s 27us/step - loss: 94497.1562 - mean_absolute_error: 263.5938 - val_loss: 158182.7523 - val_mean_absolute_error: 376.0991 Epoch 3049/5000 148/148 [==============================] - 0s 27us/step - loss: 94496.6406 - mean_absolute_error: 263.5927 - val_loss: 158182.0000 - val_mean_absolute_error: 376.0981 Epoch 3050/5000 148/148 [==============================] - 0s 34us/step - loss: 94496.1094 - mean_absolute_error: 263.5917 - val_loss: 158181.2479 - val_mean_absolute_error: 376.0971 Epoch 3051/5000 148/148 [==============================] - 0s 27us/step - loss: 94495.5781 - mean_absolute_error: 263.5908 - val_loss: 158180.5115 - val_mean_absolute_error: 376.0962 Epoch 3052/5000 148/148 [==============================] - 0s 34us/step - loss: 94495.0625 - mean_absolute_error: 263.5898 - val_loss: 158179.7592 - val_mean_absolute_error: 376.0952 Epoch 3053/5000 148/148 [==============================] - 0s 27us/step - loss: 94494.5312 - mean_absolute_error: 263.5888 - val_loss: 158178.9917 - val_mean_absolute_error: 376.0942 Epoch 3054/5000 148/148 [==============================] - 0s 27us/step - loss: 94494.0078 - mean_absolute_error: 263.5878 - val_loss: 158178.2552 - val_mean_absolute_error: 376.0933 Epoch 3055/5000 148/148 [==============================] - 0s 27us/step - loss: 94493.4844 - mean_absolute_error: 263.5868 - val_loss: 158177.5029 - val_mean_absolute_error: 376.0923 Epoch 3056/5000 148/148 [==============================] - 0s 27us/step - loss: 94492.9609 - mean_absolute_error: 263.5858 - val_loss: 158176.7508 - val_mean_absolute_error: 376.0913 Epoch 3057/5000 148/148 [==============================] - 0s 34us/step - loss: 94492.4219 - mean_absolute_error: 263.5848 - val_loss: 158175.9835 - val_mean_absolute_error: 376.0904 Epoch 3058/5000 148/148 [==============================] - 0s 34us/step - loss: 94491.9062 - mean_absolute_error: 263.5838 - val_loss: 158175.2775 - val_mean_absolute_error: 376.0894 Epoch 3059/5000 148/148 [==============================] - 0s 27us/step - loss: 94491.3906 - mean_absolute_error: 263.5828 - val_loss: 158174.4790 - val_mean_absolute_error: 376.0884 Epoch 3060/5000 148/148 [==============================] - 0s 20us/step - loss: 94490.8516 - mean_absolute_error: 263.5818 - val_loss: 158173.7579 - val_mean_absolute_error: 376.0874 Epoch 3061/5000 148/148 [==============================] - 0s 34us/step - loss: 94490.3281 - mean_absolute_error: 263.5808 - val_loss: 158173.0058 - val_mean_absolute_error: 376.0865 Epoch 3062/5000 148/148 [==============================] - 0s 27us/step - loss: 94489.8047 - mean_absolute_error: 263.5798 - val_loss: 158172.2538 - val_mean_absolute_error: 376.0855 Epoch 3063/5000 148/148 [==============================] - 0s 34us/step - loss: 94489.2734 - mean_absolute_error: 263.5788 - val_loss: 158171.5171 - val_mean_absolute_error: 376.0845 Epoch 3064/5000 148/148 [==============================] - 0s 27us/step - loss: 94488.7578 - mean_absolute_error: 263.5778 - val_loss: 158170.7496 - val_mean_absolute_error: 376.0836 Epoch 3065/5000 148/148 [==============================] - 0s 34us/step - loss: 94488.2266 - mean_absolute_error: 263.5768 - val_loss: 158169.9819 - val_mean_absolute_error: 376.0825 Epoch 3066/5000 148/148 [==============================] - 0s 34us/step - loss: 94487.6953 - mean_absolute_error: 263.5758 - val_loss: 158169.2608 - val_mean_absolute_error: 376.0816 Epoch 3067/5000 148/148 [==============================] - 0s 34us/step - loss: 94487.1797 - mean_absolute_error: 263.5748 - val_loss: 158168.4933 - val_mean_absolute_error: 376.0806 Epoch 3068/5000 148/148 [==============================] - 0s 27us/step - loss: 94486.6562 - mean_absolute_error: 263.5738 - val_loss: 158167.7410 - val_mean_absolute_error: 376.0796 Epoch 3069/5000 148/148 [==============================] - 0s 34us/step - loss: 94486.1172 - mean_absolute_error: 263.5728 - val_loss: 158167.0200 - val_mean_absolute_error: 376.0787 Epoch 3070/5000 148/148 [==============================] - 0s 27us/step - loss: 94485.6016 - mean_absolute_error: 263.5718 - val_loss: 158166.2525 - val_mean_absolute_error: 376.0777 Epoch 3071/5000 148/148 [==============================] - 0s 34us/step - loss: 94485.0703 - mean_absolute_error: 263.5708 - val_loss: 158165.5000 - val_mean_absolute_error: 376.0767 Epoch 3072/5000 148/148 [==============================] - 0s 34us/step - loss: 94484.5391 - mean_absolute_error: 263.5698 - val_loss: 158164.7638 - val_mean_absolute_error: 376.0757 Epoch 3073/5000 148/148 [==============================] - 0s 34us/step - loss: 94484.0234 - mean_absolute_error: 263.5688 - val_loss: 158164.0117 - val_mean_absolute_error: 376.0748 Epoch 3074/5000 148/148 [==============================] - 0s 34us/step - loss: 94483.5000 - mean_absolute_error: 263.5678 - val_loss: 158163.2440 - val_mean_absolute_error: 376.0738 Epoch 3075/5000 148/148 [==============================] - 0s 34us/step - loss: 94482.9688 - mean_absolute_error: 263.5668 - val_loss: 158162.5075 - val_mean_absolute_error: 376.0728 Epoch 3076/5000 148/148 [==============================] - 0s 27us/step - loss: 94482.4531 - mean_absolute_error: 263.5658 - val_loss: 158161.7398 - val_mean_absolute_error: 376.0719 Epoch 3077/5000 148/148 [==============================] - 0s 34us/step - loss: 94481.9219 - mean_absolute_error: 263.5648 - val_loss: 158161.0029 - val_mean_absolute_error: 376.0710 Epoch 3078/5000 148/148 [==============================] - 0s 27us/step - loss: 94481.3828 - mean_absolute_error: 263.5638 - val_loss: 158160.2667 - val_mean_absolute_error: 376.0700 Epoch 3079/5000 148/148 [==============================] - 0s 27us/step - loss: 94480.8750 - mean_absolute_error: 263.5629 - val_loss: 158159.5142 - val_mean_absolute_error: 376.0690 Epoch 3080/5000 148/148 [==============================] - 0s 27us/step - loss: 94480.3438 - mean_absolute_error: 263.5619 - val_loss: 158158.7467 - val_mean_absolute_error: 376.0681 Epoch 3081/5000 148/148 [==============================] - 0s 34us/step - loss: 94479.8125 - mean_absolute_error: 263.5609 - val_loss: 158158.0104 - val_mean_absolute_error: 376.0671 Epoch 3082/5000 148/148 [==============================] - 0s 27us/step - loss: 94479.2969 - mean_absolute_error: 263.5599 - val_loss: 158157.2581 - val_mean_absolute_error: 376.0661 Epoch 3083/5000 148/148 [==============================] - 0s 27us/step - loss: 94478.7734 - mean_absolute_error: 263.5589 - val_loss: 158156.5058 - val_mean_absolute_error: 376.0652 Epoch 3084/5000 148/148 [==============================] - 0s 27us/step - loss: 94478.2266 - mean_absolute_error: 263.5579 - val_loss: 158155.7540 - val_mean_absolute_error: 376.0642 Epoch 3085/5000 148/148 [==============================] - 0s 34us/step - loss: 94477.7266 - mean_absolute_error: 263.5569 - val_loss: 158155.0171 - val_mean_absolute_error: 376.0632 Epoch 3086/5000 148/148 [==============================] - 0s 34us/step - loss: 94477.1875 - mean_absolute_error: 263.5559 - val_loss: 158154.2654 - val_mean_absolute_error: 376.0622 Epoch 3087/5000 148/148 [==============================] - 0s 34us/step - loss: 94476.6719 - mean_absolute_error: 263.5549 - val_loss: 158153.5285 - val_mean_absolute_error: 376.0613 Epoch 3088/5000 148/148 [==============================] - 0s 27us/step - loss: 94476.1484 - mean_absolute_error: 263.5539 - val_loss: 158152.7608 - val_mean_absolute_error: 376.0603 Epoch 3089/5000 148/148 [==============================] - 0s 27us/step - loss: 94475.6172 - mean_absolute_error: 263.5529 - val_loss: 158152.0092 - val_mean_absolute_error: 376.0593 Epoch 3090/5000 148/148 [==============================] - 0s 34us/step - loss: 94475.1016 - mean_absolute_error: 263.5519 - val_loss: 158151.2877 - val_mean_absolute_error: 376.0584 Epoch 3091/5000 148/148 [==============================] - 0s 27us/step - loss: 94474.5703 - mean_absolute_error: 263.5509 - val_loss: 158150.5046 - val_mean_absolute_error: 376.0573 Epoch 3092/5000 148/148 [==============================] - 0s 34us/step - loss: 94474.0391 - mean_absolute_error: 263.5499 - val_loss: 158149.7683 - val_mean_absolute_error: 376.0564 Epoch 3093/5000 148/148 [==============================] - 0s 34us/step - loss: 94473.5234 - mean_absolute_error: 263.5489 - val_loss: 158149.0160 - val_mean_absolute_error: 376.0554 Epoch 3094/5000 148/148 [==============================] - 0s 27us/step - loss: 94472.9922 - mean_absolute_error: 263.5479 - val_loss: 158148.2638 - val_mean_absolute_error: 376.0544 Epoch 3095/5000 148/148 [==============================] - 0s 27us/step - loss: 94472.4609 - mean_absolute_error: 263.5469 - val_loss: 158147.5119 - val_mean_absolute_error: 376.0535 Epoch 3096/5000 148/148 [==============================] - 0s 34us/step - loss: 94471.9453 - mean_absolute_error: 263.5460 - val_loss: 158146.7596 - val_mean_absolute_error: 376.0525 Epoch 3097/5000 148/148 [==============================] - 0s 34us/step - loss: 94471.4141 - mean_absolute_error: 263.5449 - val_loss: 158146.0075 - val_mean_absolute_error: 376.0515 Epoch 3098/5000 148/148 [==============================] - 0s 27us/step - loss: 94470.8906 - mean_absolute_error: 263.5439 - val_loss: 158145.2867 - val_mean_absolute_error: 376.0506 Epoch 3099/5000 148/148 [==============================] - 0s 34us/step - loss: 94470.3750 - mean_absolute_error: 263.5429 - val_loss: 158144.5187 - val_mean_absolute_error: 376.0496 Epoch 3100/5000 148/148 [==============================] - 0s 34us/step - loss: 94469.8359 - mean_absolute_error: 263.5419 - val_loss: 158143.7667 - val_mean_absolute_error: 376.0486 Epoch 3101/5000 148/148 [==============================] - 0s 27us/step - loss: 94469.3125 - mean_absolute_error: 263.5409 - val_loss: 158143.0148 - val_mean_absolute_error: 376.0477 Epoch 3102/5000 148/148 [==============================] - 0s 34us/step - loss: 94468.7969 - mean_absolute_error: 263.5399 - val_loss: 158142.2625 - val_mean_absolute_error: 376.0467 Epoch 3103/5000 148/148 [==============================] - 0s 27us/step - loss: 94468.2656 - mean_absolute_error: 263.5390 - val_loss: 158141.5104 - val_mean_absolute_error: 376.0457 Epoch 3104/5000 148/148 [==============================] - 0s 27us/step - loss: 94467.7344 - mean_absolute_error: 263.5380 - val_loss: 158140.7894 - val_mean_absolute_error: 376.0448 Epoch 3105/5000 148/148 [==============================] - 0s 34us/step - loss: 94467.2188 - mean_absolute_error: 263.5370 - val_loss: 158140.0217 - val_mean_absolute_error: 376.0438 Epoch 3106/5000 148/148 [==============================] - 0s 27us/step - loss: 94466.6953 - mean_absolute_error: 263.5359 - val_loss: 158139.2850 - val_mean_absolute_error: 376.0428 Epoch 3107/5000 148/148 [==============================] - 0s 27us/step - loss: 94466.1484 - mean_absolute_error: 263.5350 - val_loss: 158138.5175 - val_mean_absolute_error: 376.0419 Epoch 3108/5000 148/148 [==============================] - 0s 27us/step - loss: 94465.6406 - mean_absolute_error: 263.5340 - val_loss: 158137.7654 - val_mean_absolute_error: 376.0409 Epoch 3109/5000 148/148 [==============================] - 0s 27us/step - loss: 94465.1094 - mean_absolute_error: 263.5330 - val_loss: 158137.0133 - val_mean_absolute_error: 376.0399 Epoch 3110/5000 148/148 [==============================] - 0s 41us/step - loss: 94464.5781 - mean_absolute_error: 263.5319 - val_loss: 158136.2769 - val_mean_absolute_error: 376.0390 Epoch 3111/5000 148/148 [==============================] - 0s 27us/step - loss: 94464.0625 - mean_absolute_error: 263.5309 - val_loss: 158135.5400 - val_mean_absolute_error: 376.0380 Epoch 3112/5000 148/148 [==============================] - 0s 34us/step - loss: 94463.5312 - mean_absolute_error: 263.5299 - val_loss: 158134.7723 - val_mean_absolute_error: 376.0370 Epoch 3113/5000 148/148 [==============================] - 0s 27us/step - loss: 94463.0000 - mean_absolute_error: 263.5290 - val_loss: 158134.0204 - val_mean_absolute_error: 376.0360 Epoch 3114/5000 148/148 [==============================] - 0s 34us/step - loss: 94462.4844 - mean_absolute_error: 263.5280 - val_loss: 158133.2683 - val_mean_absolute_error: 376.0350 Epoch 3115/5000 148/148 [==============================] - 0s 27us/step - loss: 94461.9609 - mean_absolute_error: 263.5269 - val_loss: 158132.5162 - val_mean_absolute_error: 376.0340 Epoch 3116/5000 148/148 [==============================] - 0s 27us/step - loss: 94461.4297 - mean_absolute_error: 263.5259 - val_loss: 158131.7642 - val_mean_absolute_error: 376.0331 Epoch 3117/5000 148/148 [==============================] - 0s 34us/step - loss: 94460.9141 - mean_absolute_error: 263.5250 - val_loss: 158131.0275 - val_mean_absolute_error: 376.0321 Epoch 3118/5000 148/148 [==============================] - 0s 34us/step - loss: 94460.3750 - mean_absolute_error: 263.5240 - val_loss: 158130.2598 - val_mean_absolute_error: 376.0311 Epoch 3119/5000 148/148 [==============================] - 0s 27us/step - loss: 94459.8594 - mean_absolute_error: 263.5230 - val_loss: 158129.5388 - val_mean_absolute_error: 376.0302 Epoch 3120/5000 148/148 [==============================] - 0s 34us/step - loss: 94459.3438 - mean_absolute_error: 263.5220 - val_loss: 158128.7712 - val_mean_absolute_error: 376.0292 Epoch 3121/5000 148/148 [==============================] - 0s 34us/step - loss: 94458.8047 - mean_absolute_error: 263.5209 - val_loss: 158128.0190 - val_mean_absolute_error: 376.0282 Epoch 3122/5000 148/148 [==============================] - 0s 27us/step - loss: 94458.2812 - mean_absolute_error: 263.5200 - val_loss: 158127.2825 - val_mean_absolute_error: 376.0273 Epoch 3123/5000 148/148 [==============================] - 0s 34us/step - loss: 94457.7656 - mean_absolute_error: 263.5190 - val_loss: 158126.5304 - val_mean_absolute_error: 376.0263 Epoch 3124/5000 148/148 [==============================] - 0s 34us/step - loss: 94457.2266 - mean_absolute_error: 263.5180 - val_loss: 158125.7779 - val_mean_absolute_error: 376.0253 Epoch 3125/5000 148/148 [==============================] - 0s 20us/step - loss: 94456.6953 - mean_absolute_error: 263.5170 - val_loss: 158125.0417 - val_mean_absolute_error: 376.0244 Epoch 3126/5000 148/148 [==============================] - 0s 27us/step - loss: 94456.1797 - mean_absolute_error: 263.5160 - val_loss: 158124.2742 - val_mean_absolute_error: 376.0234 Epoch 3127/5000 148/148 [==============================] - 0s 34us/step - loss: 94455.6484 - mean_absolute_error: 263.5150 - val_loss: 158123.5373 - val_mean_absolute_error: 376.0224 Epoch 3128/5000 148/148 [==============================] - 0s 27us/step - loss: 94455.1250 - mean_absolute_error: 263.5140 - val_loss: 158122.7854 - val_mean_absolute_error: 376.0215 Epoch 3129/5000 148/148 [==============================] - 0s 27us/step - loss: 94454.6094 - mean_absolute_error: 263.5130 - val_loss: 158122.0331 - val_mean_absolute_error: 376.0205 Epoch 3130/5000 148/148 [==============================] - 0s 34us/step - loss: 94454.0781 - mean_absolute_error: 263.5121 - val_loss: 158121.2963 - val_mean_absolute_error: 376.0196 Epoch 3131/5000 148/148 [==============================] - 0s 34us/step - loss: 94453.5391 - mean_absolute_error: 263.5110 - val_loss: 158120.5446 - val_mean_absolute_error: 376.0186 Epoch 3132/5000 148/148 [==============================] - 0s 34us/step - loss: 94453.0312 - mean_absolute_error: 263.5101 - val_loss: 158119.7923 - val_mean_absolute_error: 376.0176 Epoch 3133/5000 148/148 [==============================] - 0s 34us/step - loss: 94452.5078 - mean_absolute_error: 263.5091 - val_loss: 158119.0246 - val_mean_absolute_error: 376.0166 Epoch 3134/5000 148/148 [==============================] - 0s 27us/step - loss: 94451.9766 - mean_absolute_error: 263.5080 - val_loss: 158118.3037 - val_mean_absolute_error: 376.0157 Epoch 3135/5000 148/148 [==============================] - 0s 41us/step - loss: 94451.4531 - mean_absolute_error: 263.5070 - val_loss: 158117.5360 - val_mean_absolute_error: 376.0147 Epoch 3136/5000 148/148 [==============================] - 0s 34us/step - loss: 94450.9219 - mean_absolute_error: 263.5060 - val_loss: 158116.7838 - val_mean_absolute_error: 376.0138 Epoch 3137/5000 148/148 [==============================] - 0s 34us/step - loss: 94450.3906 - mean_absolute_error: 263.5051 - val_loss: 158116.0321 - val_mean_absolute_error: 376.0128 Epoch 3138/5000 148/148 [==============================] - 0s 34us/step - loss: 94449.8750 - mean_absolute_error: 263.5041 - val_loss: 158115.2952 - val_mean_absolute_error: 376.0118 Epoch 3139/5000 148/148 [==============================] - 0s 27us/step - loss: 94449.3516 - mean_absolute_error: 263.5031 - val_loss: 158114.5275 - val_mean_absolute_error: 376.0108 Epoch 3140/5000 148/148 [==============================] - 0s 34us/step - loss: 94448.8203 - mean_absolute_error: 263.5020 - val_loss: 158113.8065 - val_mean_absolute_error: 376.0098 Epoch 3141/5000 148/148 [==============================] - 0s 27us/step - loss: 94448.3047 - mean_absolute_error: 263.5011 - val_loss: 158113.0388 - val_mean_absolute_error: 376.0088 Epoch 3142/5000 148/148 [==============================] - 0s 27us/step - loss: 94447.7734 - mean_absolute_error: 263.5001 - val_loss: 158112.2712 - val_mean_absolute_error: 376.0079 Epoch 3143/5000 148/148 [==============================] - 0s 27us/step - loss: 94447.2344 - mean_absolute_error: 263.4991 - val_loss: 158111.5504 - val_mean_absolute_error: 376.0069 Epoch 3144/5000 148/148 [==============================] - 0s 27us/step - loss: 94446.7266 - mean_absolute_error: 263.4981 - val_loss: 158110.7979 - val_mean_absolute_error: 376.0059 Epoch 3145/5000 148/148 [==============================] - 0s 41us/step - loss: 94446.1875 - mean_absolute_error: 263.4970 - val_loss: 158110.0304 - val_mean_absolute_error: 376.0050 Epoch 3146/5000 148/148 [==============================] - 0s 27us/step - loss: 94445.6641 - mean_absolute_error: 263.4960 - val_loss: 158109.2940 - val_mean_absolute_error: 376.0040 Epoch 3147/5000 148/148 [==============================] - 0s 34us/step - loss: 94445.1484 - mean_absolute_error: 263.4951 - val_loss: 158108.5417 - val_mean_absolute_error: 376.0030 Epoch 3148/5000 148/148 [==============================] - 0s 34us/step - loss: 94444.6172 - mean_absolute_error: 263.4940 - val_loss: 158107.7742 - val_mean_absolute_error: 376.0021 Epoch 3149/5000 148/148 [==============================] - 0s 34us/step - loss: 94444.0859 - mean_absolute_error: 263.4931 - val_loss: 158107.0531 - val_mean_absolute_error: 376.0011 Epoch 3150/5000 148/148 [==============================] - 0s 34us/step - loss: 94443.5703 - mean_absolute_error: 263.4921 - val_loss: 158106.2854 - val_mean_absolute_error: 376.0001 Epoch 3151/5000 148/148 [==============================] - 0s 34us/step - loss: 94443.0391 - mean_absolute_error: 263.4911 - val_loss: 158105.5487 - val_mean_absolute_error: 375.9991 Epoch 3152/5000 148/148 [==============================] - 0s 27us/step - loss: 94442.5156 - mean_absolute_error: 263.4901 - val_loss: 158104.7812 - val_mean_absolute_error: 375.9982 Epoch 3153/5000 148/148 [==============================] - 0s 27us/step - loss: 94442.0000 - mean_absolute_error: 263.4891 - val_loss: 158104.0446 - val_mean_absolute_error: 375.9972 Epoch 3154/5000 148/148 [==============================] - 0s 34us/step - loss: 94441.4688 - mean_absolute_error: 263.4881 - val_loss: 158103.2771 - val_mean_absolute_error: 375.9963 Epoch 3155/5000 148/148 [==============================] - 0s 27us/step - loss: 94440.9297 - mean_absolute_error: 263.4871 - val_loss: 158102.5560 - val_mean_absolute_error: 375.9953 Epoch 3156/5000 148/148 [==============================] - 0s 34us/step - loss: 94440.4219 - mean_absolute_error: 263.4861 - val_loss: 158101.7883 - val_mean_absolute_error: 375.9943 Epoch 3157/5000 148/148 [==============================] - 0s 34us/step - loss: 94439.8906 - mean_absolute_error: 263.4852 - val_loss: 158101.0515 - val_mean_absolute_error: 375.9933 Epoch 3158/5000 148/148 [==============================] - 0s 34us/step - loss: 94439.3672 - mean_absolute_error: 263.4841 - val_loss: 158100.2996 - val_mean_absolute_error: 375.9923 Epoch 3159/5000 148/148 [==============================] - 0s 27us/step - loss: 94438.8516 - mean_absolute_error: 263.4831 - val_loss: 158099.5475 - val_mean_absolute_error: 375.9914 Epoch 3160/5000 148/148 [==============================] - 0s 41us/step - loss: 94438.3125 - mean_absolute_error: 263.4821 - val_loss: 158098.7800 - val_mean_absolute_error: 375.9905 Epoch 3161/5000 148/148 [==============================] - 0s 34us/step - loss: 94437.7812 - mean_absolute_error: 263.4811 - val_loss: 158098.0433 - val_mean_absolute_error: 375.9895 Epoch 3162/5000 148/148 [==============================] - 0s 27us/step - loss: 94437.2734 - mean_absolute_error: 263.4801 - val_loss: 158097.3067 - val_mean_absolute_error: 375.9884 Epoch 3163/5000 148/148 [==============================] - 0s 34us/step - loss: 94436.7422 - mean_absolute_error: 263.4791 - val_loss: 158096.5544 - val_mean_absolute_error: 375.9875 Epoch 3164/5000 148/148 [==============================] - 0s 27us/step - loss: 94436.2109 - mean_absolute_error: 263.4781 - val_loss: 158095.8025 - val_mean_absolute_error: 375.9865 Epoch 3165/5000 148/148 [==============================] - 0s 34us/step - loss: 94435.6797 - mean_absolute_error: 263.4771 - val_loss: 158095.0504 - val_mean_absolute_error: 375.9855 Epoch 3166/5000 148/148 [==============================] - 0s 34us/step - loss: 94435.1641 - mean_absolute_error: 263.4761 - val_loss: 158094.2827 - val_mean_absolute_error: 375.9846 Epoch 3167/5000 148/148 [==============================] - 0s 34us/step - loss: 94434.6328 - mean_absolute_error: 263.4751 - val_loss: 158093.5617 - val_mean_absolute_error: 375.9836 Epoch 3168/5000 148/148 [==============================] - 0s 34us/step - loss: 94434.1172 - mean_absolute_error: 263.4742 - val_loss: 158092.8096 - val_mean_absolute_error: 375.9826 Epoch 3169/5000 148/148 [==============================] - 0s 34us/step - loss: 94433.5781 - mean_absolute_error: 263.4731 - val_loss: 158092.0419 - val_mean_absolute_error: 375.9817 Epoch 3170/5000 148/148 [==============================] - 0s 27us/step - loss: 94433.0625 - mean_absolute_error: 263.4721 - val_loss: 158091.3208 - val_mean_absolute_error: 375.9807 Epoch 3171/5000 148/148 [==============================] - 0s 34us/step - loss: 94432.5312 - mean_absolute_error: 263.4711 - val_loss: 158090.5379 - val_mean_absolute_error: 375.9797 Epoch 3172/5000 148/148 [==============================] - 0s 34us/step - loss: 94432.0078 - mean_absolute_error: 263.4702 - val_loss: 158089.8165 - val_mean_absolute_error: 375.9788 Epoch 3173/5000 148/148 [==============================] - 0s 34us/step - loss: 94431.4766 - mean_absolute_error: 263.4691 - val_loss: 158089.0492 - val_mean_absolute_error: 375.9778 Epoch 3174/5000 148/148 [==============================] - 0s 27us/step - loss: 94430.9688 - mean_absolute_error: 263.4682 - val_loss: 158088.2969 - val_mean_absolute_error: 375.9768 Epoch 3175/5000 148/148 [==============================] - 0s 34us/step - loss: 94430.4297 - mean_absolute_error: 263.4672 - val_loss: 158087.5600 - val_mean_absolute_error: 375.9759 Epoch 3176/5000 148/148 [==============================] - 0s 34us/step - loss: 94429.8984 - mean_absolute_error: 263.4662 - val_loss: 158086.8083 - val_mean_absolute_error: 375.9749 Epoch 3177/5000 148/148 [==============================] - 0s 27us/step - loss: 94429.3906 - mean_absolute_error: 263.4652 - val_loss: 158086.0408 - val_mean_absolute_error: 375.9739 Epoch 3178/5000 148/148 [==============================] - 0s 34us/step - loss: 94428.8672 - mean_absolute_error: 263.4642 - val_loss: 158085.3192 - val_mean_absolute_error: 375.9730 Epoch 3179/5000 148/148 [==============================] - 0s 34us/step - loss: 94428.3359 - mean_absolute_error: 263.4632 - val_loss: 158084.5675 - val_mean_absolute_error: 375.9720 Epoch 3180/5000 148/148 [==============================] - 0s 27us/step - loss: 94427.8125 - mean_absolute_error: 263.4622 - val_loss: 158083.8306 - val_mean_absolute_error: 375.9711 Epoch 3181/5000 148/148 [==============================] - 0s 41us/step - loss: 94427.2812 - mean_absolute_error: 263.4612 - val_loss: 158083.0629 - val_mean_absolute_error: 375.9700 Epoch 3182/5000 148/148 [==============================] - 0s 27us/step - loss: 94426.7500 - mean_absolute_error: 263.4602 - val_loss: 158082.3112 - val_mean_absolute_error: 375.9691 Epoch 3183/5000 148/148 [==============================] - 0s 34us/step - loss: 94426.2422 - mean_absolute_error: 263.4592 - val_loss: 158081.5590 - val_mean_absolute_error: 375.9681 Epoch 3184/5000 148/148 [==============================] - 0s 27us/step - loss: 94425.7109 - mean_absolute_error: 263.4582 - val_loss: 158080.8067 - val_mean_absolute_error: 375.9672 Epoch 3185/5000 148/148 [==============================] - 0s 34us/step - loss: 94425.1719 - mean_absolute_error: 263.4572 - val_loss: 158080.0704 - val_mean_absolute_error: 375.9662 Epoch 3186/5000 148/148 [==============================] - 0s 27us/step - loss: 94424.6719 - mean_absolute_error: 263.4562 - val_loss: 158079.3179 - val_mean_absolute_error: 375.9652 Epoch 3187/5000 148/148 [==============================] - 0s 34us/step - loss: 94424.1328 - mean_absolute_error: 263.4552 - val_loss: 158078.5504 - val_mean_absolute_error: 375.9642 Epoch 3188/5000 148/148 [==============================] - 0s 27us/step - loss: 94423.6094 - mean_absolute_error: 263.4542 - val_loss: 158077.8142 - val_mean_absolute_error: 375.9632 Epoch 3189/5000 148/148 [==============================] - 0s 27us/step - loss: 94423.0859 - mean_absolute_error: 263.4532 - val_loss: 158077.0619 - val_mean_absolute_error: 375.9623 Epoch 3190/5000 148/148 [==============================] - 0s 34us/step - loss: 94422.5547 - mean_absolute_error: 263.4522 - val_loss: 158076.3096 - val_mean_absolute_error: 375.9613 Epoch 3191/5000 148/148 [==============================] - 0s 27us/step - loss: 94422.0312 - mean_absolute_error: 263.4512 - val_loss: 158075.5731 - val_mean_absolute_error: 375.9603 Epoch 3192/5000 148/148 [==============================] - 0s 41us/step - loss: 94421.5156 - mean_absolute_error: 263.4503 - val_loss: 158074.8208 - val_mean_absolute_error: 375.9593 Epoch 3193/5000 148/148 [==============================] - 0s 27us/step - loss: 94420.9766 - mean_absolute_error: 263.4492 - val_loss: 158074.0533 - val_mean_absolute_error: 375.9584 Epoch 3194/5000 148/148 [==============================] - 0s 27us/step - loss: 94420.4453 - mean_absolute_error: 263.4482 - val_loss: 158073.3171 - val_mean_absolute_error: 375.9574 Epoch 3195/5000 148/148 [==============================] - 0s 27us/step - loss: 94419.9297 - mean_absolute_error: 263.4472 - val_loss: 158072.5646 - val_mean_absolute_error: 375.9564 Epoch 3196/5000 148/148 [==============================] - 0s 34us/step - loss: 94419.4141 - mean_absolute_error: 263.4462 - val_loss: 158071.8125 - val_mean_absolute_error: 375.9555 Epoch 3197/5000 148/148 [==============================] - 0s 27us/step - loss: 94418.8750 - mean_absolute_error: 263.4452 - val_loss: 158071.0915 - val_mean_absolute_error: 375.9545 Epoch 3198/5000 148/148 [==============================] - 0s 34us/step - loss: 94418.3594 - mean_absolute_error: 263.4442 - val_loss: 158070.3238 - val_mean_absolute_error: 375.9535 Epoch 3199/5000 148/148 [==============================] - 0s 34us/step - loss: 94417.8281 - mean_absolute_error: 263.4433 - val_loss: 158069.5717 - val_mean_absolute_error: 375.9526 Epoch 3200/5000 148/148 [==============================] - 0s 41us/step - loss: 94417.3047 - mean_absolute_error: 263.4422 - val_loss: 158068.8198 - val_mean_absolute_error: 375.9516 Epoch 3201/5000 148/148 [==============================] - 0s 27us/step - loss: 94416.7812 - mean_absolute_error: 263.4413 - val_loss: 158068.0675 - val_mean_absolute_error: 375.9507 Epoch 3202/5000 148/148 [==============================] - 0s 34us/step - loss: 94416.2656 - mean_absolute_error: 263.4403 - val_loss: 158067.3154 - val_mean_absolute_error: 375.9497 Epoch 3203/5000 148/148 [==============================] - 0s 34us/step - loss: 94415.7266 - mean_absolute_error: 263.4393 - val_loss: 158066.5633 - val_mean_absolute_error: 375.9487 Epoch 3204/5000 148/148 [==============================] - 0s 34us/step - loss: 94415.2109 - mean_absolute_error: 263.4383 - val_loss: 158065.8267 - val_mean_absolute_error: 375.9477 Epoch 3205/5000 148/148 [==============================] - 0s 27us/step - loss: 94414.6719 - mean_absolute_error: 263.4373 - val_loss: 158065.0746 - val_mean_absolute_error: 375.9467 Epoch 3206/5000 148/148 [==============================] - 0s 34us/step - loss: 94414.1484 - mean_absolute_error: 263.4362 - val_loss: 158064.3227 - val_mean_absolute_error: 375.9458 Epoch 3207/5000 148/148 [==============================] - 0s 27us/step - loss: 94413.6250 - mean_absolute_error: 263.4352 - val_loss: 158063.5704 - val_mean_absolute_error: 375.9448 Epoch 3208/5000 148/148 [==============================] - 0s 27us/step - loss: 94413.1016 - mean_absolute_error: 263.4343 - val_loss: 158062.8183 - val_mean_absolute_error: 375.9439 Epoch 3209/5000 148/148 [==============================] - 0s 41us/step - loss: 94412.5781 - mean_absolute_error: 263.4333 - val_loss: 158062.0817 - val_mean_absolute_error: 375.9429 Epoch 3210/5000 148/148 [==============================] - 0s 27us/step - loss: 94412.0547 - mean_absolute_error: 263.4323 - val_loss: 158061.3450 - val_mean_absolute_error: 375.9418 Epoch 3211/5000 148/148 [==============================] - 0s 27us/step - loss: 94411.5312 - mean_absolute_error: 263.4312 - val_loss: 158060.5779 - val_mean_absolute_error: 375.9409 Epoch 3212/5000 148/148 [==============================] - 0s 27us/step - loss: 94411.0156 - mean_absolute_error: 263.4303 - val_loss: 158059.8408 - val_mean_absolute_error: 375.9399 Epoch 3213/5000 148/148 [==============================] - 0s 34us/step - loss: 94410.4844 - mean_absolute_error: 263.4292 - val_loss: 158059.0733 - val_mean_absolute_error: 375.9389 Epoch 3214/5000 148/148 [==============================] - 0s 27us/step - loss: 94409.9609 - mean_absolute_error: 263.4283 - val_loss: 158058.3369 - val_mean_absolute_error: 375.9380 Epoch 3215/5000 148/148 [==============================] - 0s 34us/step - loss: 94409.4297 - mean_absolute_error: 263.4273 - val_loss: 158057.5846 - val_mean_absolute_error: 375.9370 Epoch 3216/5000 148/148 [==============================] - 0s 27us/step - loss: 94408.9141 - mean_absolute_error: 263.4263 - val_loss: 158056.8479 - val_mean_absolute_error: 375.9360 Epoch 3217/5000 148/148 [==============================] - 0s 27us/step - loss: 94408.3750 - mean_absolute_error: 263.4253 - val_loss: 158056.0806 - val_mean_absolute_error: 375.9350 Epoch 3218/5000 148/148 [==============================] - 0s 41us/step - loss: 94407.8672 - mean_absolute_error: 263.4243 - val_loss: 158055.3438 - val_mean_absolute_error: 375.9341 Epoch 3219/5000 148/148 [==============================] - 0s 27us/step - loss: 94407.3281 - mean_absolute_error: 263.4233 - val_loss: 158054.5763 - val_mean_absolute_error: 375.9331 Epoch 3220/5000 148/148 [==============================] - 0s 34us/step - loss: 94406.7969 - mean_absolute_error: 263.4223 - val_loss: 158053.8550 - val_mean_absolute_error: 375.9322 Epoch 3221/5000 148/148 [==============================] - 0s 34us/step - loss: 94406.2734 - mean_absolute_error: 263.4213 - val_loss: 158053.0875 - val_mean_absolute_error: 375.9313 Epoch 3222/5000 148/148 [==============================] - 0s 34us/step - loss: 94405.7500 - mean_absolute_error: 263.4203 - val_loss: 158052.3354 - val_mean_absolute_error: 375.9303 Epoch 3223/5000 148/148 [==============================] - 0s 34us/step - loss: 94405.2266 - mean_absolute_error: 263.4193 - val_loss: 158051.5990 - val_mean_absolute_error: 375.9293 Epoch 3224/5000 148/148 [==============================] - 0s 34us/step - loss: 94404.7109 - mean_absolute_error: 263.4183 - val_loss: 158050.8312 - val_mean_absolute_error: 375.9283 Epoch 3225/5000 148/148 [==============================] - 0s 27us/step - loss: 94404.1719 - mean_absolute_error: 263.4173 - val_loss: 158050.0792 - val_mean_absolute_error: 375.9274 Epoch 3226/5000 148/148 [==============================] - 0s 34us/step - loss: 94403.6562 - mean_absolute_error: 263.4164 - val_loss: 158049.3579 - val_mean_absolute_error: 375.9264 Epoch 3227/5000 148/148 [==============================] - 0s 34us/step - loss: 94403.1250 - mean_absolute_error: 263.4153 - val_loss: 158048.5904 - val_mean_absolute_error: 375.9255 Epoch 3228/5000 148/148 [==============================] - 0s 34us/step - loss: 94402.6016 - mean_absolute_error: 263.4144 - val_loss: 158047.8383 - val_mean_absolute_error: 375.9245 Epoch 3229/5000 148/148 [==============================] - 0s 41us/step - loss: 94402.0703 - mean_absolute_error: 263.4134 - val_loss: 158047.1017 - val_mean_absolute_error: 375.9235 Epoch 3230/5000 148/148 [==============================] - 0s 27us/step - loss: 94401.5547 - mean_absolute_error: 263.4124 - val_loss: 158046.3342 - val_mean_absolute_error: 375.9225 Epoch 3231/5000 148/148 [==============================] - 0s 34us/step - loss: 94401.0234 - mean_absolute_error: 263.4113 - val_loss: 158045.5975 - val_mean_absolute_error: 375.9215 Epoch 3232/5000 148/148 [==============================] - 0s 34us/step - loss: 94400.5000 - mean_absolute_error: 263.4103 - val_loss: 158044.8608 - val_mean_absolute_error: 375.9206 Epoch 3233/5000 148/148 [==============================] - 0s 34us/step - loss: 94399.9766 - mean_absolute_error: 263.4093 - val_loss: 158044.0933 - val_mean_absolute_error: 375.9196 Epoch 3234/5000 148/148 [==============================] - 0s 34us/step - loss: 94399.4453 - mean_absolute_error: 263.4084 - val_loss: 158043.3410 - val_mean_absolute_error: 375.9186 Epoch 3235/5000 148/148 [==============================] - 0s 34us/step - loss: 94398.9219 - mean_absolute_error: 263.4074 - val_loss: 158042.6046 - val_mean_absolute_error: 375.9177 Epoch 3236/5000 148/148 [==============================] - 0s 34us/step - loss: 94398.4062 - mean_absolute_error: 263.4064 - val_loss: 158041.8525 - val_mean_absolute_error: 375.9167 Epoch 3237/5000 148/148 [==============================] - 0s 34us/step - loss: 94397.8750 - mean_absolute_error: 263.4054 - val_loss: 158041.1004 - val_mean_absolute_error: 375.9157 Epoch 3238/5000 148/148 [==============================] - 0s 27us/step - loss: 94397.3438 - mean_absolute_error: 263.4044 - val_loss: 158040.3483 - val_mean_absolute_error: 375.9147 Epoch 3239/5000 148/148 [==============================] - 0s 34us/step - loss: 94396.8359 - mean_absolute_error: 263.4034 - val_loss: 158039.5963 - val_mean_absolute_error: 375.9138 Epoch 3240/5000 148/148 [==============================] - 0s 34us/step - loss: 94396.2969 - mean_absolute_error: 263.4024 - val_loss: 158038.8440 - val_mean_absolute_error: 375.9128 Epoch 3241/5000 148/148 [==============================] - 0s 34us/step - loss: 94395.7734 - mean_absolute_error: 263.4014 - val_loss: 158038.0921 - val_mean_absolute_error: 375.9118 Epoch 3242/5000 148/148 [==============================] - 0s 27us/step - loss: 94395.2500 - mean_absolute_error: 263.4003 - val_loss: 158037.3554 - val_mean_absolute_error: 375.9108 Epoch 3243/5000 148/148 [==============================] - 0s 34us/step - loss: 94394.7266 - mean_absolute_error: 263.3994 - val_loss: 158036.5877 - val_mean_absolute_error: 375.9099 Epoch 3244/5000 148/148 [==============================] - 0s 27us/step - loss: 94394.1953 - mean_absolute_error: 263.3984 - val_loss: 158035.8667 - val_mean_absolute_error: 375.9089 Epoch 3245/5000 148/148 [==============================] - 0s 27us/step - loss: 94393.6875 - mean_absolute_error: 263.3974 - val_loss: 158035.0837 - val_mean_absolute_error: 375.9080 Epoch 3246/5000 148/148 [==============================] - 0s 41us/step - loss: 94393.1484 - mean_absolute_error: 263.3964 - val_loss: 158034.3469 - val_mean_absolute_error: 375.9070 Epoch 3247/5000 148/148 [==============================] - 0s 27us/step - loss: 94392.6172 - mean_absolute_error: 263.3954 - val_loss: 158033.6104 - val_mean_absolute_error: 375.9060 Epoch 3248/5000 148/148 [==============================] - 0s 27us/step - loss: 94392.1016 - mean_absolute_error: 263.3944 - val_loss: 158032.8583 - val_mean_absolute_error: 375.9050 Epoch 3249/5000 148/148 [==============================] - 0s 34us/step - loss: 94391.5781 - mean_absolute_error: 263.3934 - val_loss: 158032.0906 - val_mean_absolute_error: 375.9041 Epoch 3250/5000 148/148 [==============================] - 0s 34us/step - loss: 94391.0469 - mean_absolute_error: 263.3924 - val_loss: 158031.3696 - val_mean_absolute_error: 375.9031 Epoch 3251/5000 148/148 [==============================] - 0s 41us/step - loss: 94390.5312 - mean_absolute_error: 263.3914 - val_loss: 158030.5865 - val_mean_absolute_error: 375.9021 Epoch 3252/5000 148/148 [==============================] - 0s 27us/step - loss: 94390.0000 - mean_absolute_error: 263.3904 - val_loss: 158029.8650 - val_mean_absolute_error: 375.9012 Epoch 3253/5000 148/148 [==============================] - 0s 27us/step - loss: 94389.4688 - mean_absolute_error: 263.3895 - val_loss: 158029.1133 - val_mean_absolute_error: 375.9002 Epoch 3254/5000 148/148 [==============================] - 0s 27us/step - loss: 94388.9531 - mean_absolute_error: 263.3884 - val_loss: 158028.3612 - val_mean_absolute_error: 375.8992 Epoch 3255/5000 148/148 [==============================] - 0s 34us/step - loss: 94388.4219 - mean_absolute_error: 263.3874 - val_loss: 158027.6090 - val_mean_absolute_error: 375.8983 Epoch 3256/5000 148/148 [==============================] - 0s 34us/step - loss: 94387.8984 - mean_absolute_error: 263.3864 - val_loss: 158026.8571 - val_mean_absolute_error: 375.8973 Epoch 3257/5000 148/148 [==============================] - 0s 27us/step - loss: 94387.3750 - mean_absolute_error: 263.3854 - val_loss: 158026.1048 - val_mean_absolute_error: 375.8963 Epoch 3258/5000 148/148 [==============================] - 0s 27us/step - loss: 94386.8438 - mean_absolute_error: 263.3845 - val_loss: 158025.3679 - val_mean_absolute_error: 375.8953 Epoch 3259/5000 148/148 [==============================] - 0s 34us/step - loss: 94386.3281 - mean_absolute_error: 263.3834 - val_loss: 158024.6162 - val_mean_absolute_error: 375.8943 Epoch 3260/5000 148/148 [==============================] - 0s 34us/step - loss: 94385.8047 - mean_absolute_error: 263.3824 - val_loss: 158023.8640 - val_mean_absolute_error: 375.8933 Epoch 3261/5000 148/148 [==============================] - 0s 34us/step - loss: 94385.2734 - mean_absolute_error: 263.3814 - val_loss: 158023.1117 - val_mean_absolute_error: 375.8924 Epoch 3262/5000 148/148 [==============================] - 0s 27us/step - loss: 94384.7422 - mean_absolute_error: 263.3804 - val_loss: 158022.3754 - val_mean_absolute_error: 375.8914 Epoch 3263/5000 148/148 [==============================] - 0s 34us/step - loss: 94384.2266 - mean_absolute_error: 263.3795 - val_loss: 158021.6231 - val_mean_absolute_error: 375.8905 Epoch 3264/5000 148/148 [==============================] - 0s 34us/step - loss: 94383.6953 - mean_absolute_error: 263.3784 - val_loss: 158020.8708 - val_mean_absolute_error: 375.8895 Epoch 3265/5000 148/148 [==============================] - 0s 27us/step - loss: 94383.1719 - mean_absolute_error: 263.3774 - val_loss: 158020.1346 - val_mean_absolute_error: 375.8885 Epoch 3266/5000 148/148 [==============================] - 0s 34us/step - loss: 94382.6484 - mean_absolute_error: 263.3764 - val_loss: 158019.3669 - val_mean_absolute_error: 375.8875 Epoch 3267/5000 148/148 [==============================] - 0s 34us/step - loss: 94382.1172 - mean_absolute_error: 263.3754 - val_loss: 158018.6146 - val_mean_absolute_error: 375.8866 Epoch 3268/5000 148/148 [==============================] - 0s 27us/step - loss: 94381.5859 - mean_absolute_error: 263.3745 - val_loss: 158017.8783 - val_mean_absolute_error: 375.8856 Epoch 3269/5000 148/148 [==============================] - 0s 41us/step - loss: 94381.0781 - mean_absolute_error: 263.3734 - val_loss: 158017.1258 - val_mean_absolute_error: 375.8846 Epoch 3270/5000 148/148 [==============================] - 0s 27us/step - loss: 94380.5469 - mean_absolute_error: 263.3725 - val_loss: 158016.3429 - val_mean_absolute_error: 375.8837 Epoch 3271/5000 148/148 [==============================] - 0s 27us/step - loss: 94380.0156 - mean_absolute_error: 263.3715 - val_loss: 158015.6375 - val_mean_absolute_error: 375.8827 Epoch 3272/5000 148/148 [==============================] - 0s 34us/step - loss: 94379.5078 - mean_absolute_error: 263.3705 - val_loss: 158014.8698 - val_mean_absolute_error: 375.8818 Epoch 3273/5000 148/148 [==============================] - 0s 27us/step - loss: 94378.9688 - mean_absolute_error: 263.3695 - val_loss: 158014.1175 - val_mean_absolute_error: 375.8808 Epoch 3274/5000 148/148 [==============================] - 0s 27us/step - loss: 94378.4453 - mean_absolute_error: 263.3685 - val_loss: 158013.3810 - val_mean_absolute_error: 375.8798 Epoch 3275/5000 148/148 [==============================] - 0s 34us/step - loss: 94377.9219 - mean_absolute_error: 263.3675 - val_loss: 158012.6288 - val_mean_absolute_error: 375.8789 Epoch 3276/5000 148/148 [==============================] - 0s 34us/step - loss: 94377.3906 - mean_absolute_error: 263.3665 - val_loss: 158011.8767 - val_mean_absolute_error: 375.8779 Epoch 3277/5000 148/148 [==============================] - 0s 27us/step - loss: 94376.8750 - mean_absolute_error: 263.3655 - val_loss: 158011.1250 - val_mean_absolute_error: 375.8769 Epoch 3278/5000 148/148 [==============================] - 0s 27us/step - loss: 94376.3516 - mean_absolute_error: 263.3645 - val_loss: 158010.3725 - val_mean_absolute_error: 375.8759 Epoch 3279/5000 148/148 [==============================] - 0s 34us/step - loss: 94375.8281 - mean_absolute_error: 263.3635 - val_loss: 158009.6204 - val_mean_absolute_error: 375.8750 Epoch 3280/5000 148/148 [==============================] - 0s 34us/step - loss: 94375.2891 - mean_absolute_error: 263.3625 - val_loss: 158008.8840 - val_mean_absolute_error: 375.8740 Epoch 3281/5000 148/148 [==============================] - 0s 34us/step - loss: 94374.7734 - mean_absolute_error: 263.3615 - val_loss: 158008.1162 - val_mean_absolute_error: 375.8731 Epoch 3282/5000 148/148 [==============================] - 0s 27us/step - loss: 94374.2422 - mean_absolute_error: 263.3605 - val_loss: 158007.3796 - val_mean_absolute_error: 375.8721 Epoch 3283/5000 148/148 [==============================] - 0s 27us/step - loss: 94373.7188 - mean_absolute_error: 263.3595 - val_loss: 158006.6277 - val_mean_absolute_error: 375.8711 Epoch 3284/5000 148/148 [==============================] - 0s 34us/step - loss: 94373.2031 - mean_absolute_error: 263.3585 - val_loss: 158005.8908 - val_mean_absolute_error: 375.8701 Epoch 3285/5000 148/148 [==============================] - 0s 27us/step - loss: 94372.6719 - mean_absolute_error: 263.3575 - val_loss: 158005.1233 - val_mean_absolute_error: 375.8691 Epoch 3286/5000 148/148 [==============================] - 0s 34us/step - loss: 94372.1406 - mean_absolute_error: 263.3565 - val_loss: 158004.3869 - val_mean_absolute_error: 375.8682 Epoch 3287/5000 148/148 [==============================] - 0s 34us/step - loss: 94371.6172 - mean_absolute_error: 263.3555 - val_loss: 158003.6346 - val_mean_absolute_error: 375.8672 Epoch 3288/5000 148/148 [==============================] - 0s 27us/step - loss: 94371.0938 - mean_absolute_error: 263.3546 - val_loss: 158002.8979 - val_mean_absolute_error: 375.8662 Epoch 3289/5000 148/148 [==============================] - 0s 34us/step - loss: 94370.5703 - mean_absolute_error: 263.3535 - val_loss: 158002.1460 - val_mean_absolute_error: 375.8653 Epoch 3290/5000 148/148 [==============================] - 0s 34us/step - loss: 94370.0547 - mean_absolute_error: 263.3525 - val_loss: 158001.3937 - val_mean_absolute_error: 375.8643 Epoch 3291/5000 148/148 [==============================] - 0s 27us/step - loss: 94369.5234 - mean_absolute_error: 263.3515 - val_loss: 158000.6263 - val_mean_absolute_error: 375.8633 Epoch 3292/5000 148/148 [==============================] - 0s 27us/step - loss: 94368.9922 - mean_absolute_error: 263.3505 - val_loss: 157999.8896 - val_mean_absolute_error: 375.8624 Epoch 3293/5000 148/148 [==============================] - 0s 34us/step - loss: 94368.4766 - mean_absolute_error: 263.3495 - val_loss: 157999.1375 - val_mean_absolute_error: 375.8614 Epoch 3294/5000 148/148 [==============================] - 0s 27us/step - loss: 94367.9453 - mean_absolute_error: 263.3485 - val_loss: 157998.3854 - val_mean_absolute_error: 375.8604 Epoch 3295/5000 148/148 [==============================] - 0s 34us/step - loss: 94367.4141 - mean_absolute_error: 263.3476 - val_loss: 157997.6490 - val_mean_absolute_error: 375.8594 Epoch 3296/5000 148/148 [==============================] - 0s 34us/step - loss: 94366.8906 - mean_absolute_error: 263.3466 - val_loss: 157996.8813 - val_mean_absolute_error: 375.8584 Epoch 3297/5000 148/148 [==============================] - 0s 41us/step - loss: 94366.3672 - mean_absolute_error: 263.3456 - val_loss: 157996.1446 - val_mean_absolute_error: 375.8575 Epoch 3298/5000 148/148 [==============================] - 0s 34us/step - loss: 94365.8359 - mean_absolute_error: 263.3446 - val_loss: 157995.3927 - val_mean_absolute_error: 375.8566 Epoch 3299/5000 148/148 [==============================] - 0s 34us/step - loss: 94365.3281 - mean_absolute_error: 263.3436 - val_loss: 157994.6404 - val_mean_absolute_error: 375.8556 Epoch 3300/5000 148/148 [==============================] - 0s 27us/step - loss: 94364.7969 - mean_absolute_error: 263.3426 - val_loss: 157993.8729 - val_mean_absolute_error: 375.8546 Epoch 3301/5000 148/148 [==============================] - 0s 34us/step - loss: 94364.2734 - mean_absolute_error: 263.3416 - val_loss: 157993.1517 - val_mean_absolute_error: 375.8536 Epoch 3302/5000 148/148 [==============================] - 0s 27us/step - loss: 94363.7500 - mean_absolute_error: 263.3406 - val_loss: 157992.3842 - val_mean_absolute_error: 375.8526 Epoch 3303/5000 148/148 [==============================] - 0s 34us/step - loss: 94363.2188 - mean_absolute_error: 263.3395 - val_loss: 157991.6475 - val_mean_absolute_error: 375.8517 Epoch 3304/5000 148/148 [==============================] - 0s 27us/step - loss: 94362.6797 - mean_absolute_error: 263.3386 - val_loss: 157990.9110 - val_mean_absolute_error: 375.8507 Epoch 3305/5000 148/148 [==============================] - 0s 27us/step - loss: 94362.1719 - mean_absolute_error: 263.3376 - val_loss: 157990.1588 - val_mean_absolute_error: 375.8498 Epoch 3306/5000 148/148 [==============================] - 0s 34us/step - loss: 94361.6406 - mean_absolute_error: 263.3366 - val_loss: 157989.3910 - val_mean_absolute_error: 375.8487 Epoch 3307/5000 148/148 [==============================] - 0s 34us/step - loss: 94361.1172 - mean_absolute_error: 263.3356 - val_loss: 157988.6546 - val_mean_absolute_error: 375.8478 Epoch 3308/5000 148/148 [==============================] - 0s 27us/step - loss: 94360.6016 - mean_absolute_error: 263.3346 - val_loss: 157987.9025 - val_mean_absolute_error: 375.8468 Epoch 3309/5000 148/148 [==============================] - 0s 27us/step - loss: 94360.0703 - mean_absolute_error: 263.3336 - val_loss: 157987.1504 - val_mean_absolute_error: 375.8458 Epoch 3310/5000 148/148 [==============================] - 0s 34us/step - loss: 94359.5391 - mean_absolute_error: 263.3326 - val_loss: 157986.4138 - val_mean_absolute_error: 375.8449 Epoch 3311/5000 148/148 [==============================] - 0s 27us/step - loss: 94359.0234 - mean_absolute_error: 263.3316 - val_loss: 157985.6617 - val_mean_absolute_error: 375.8439 Epoch 3312/5000 148/148 [==============================] - 0s 41us/step - loss: 94358.5000 - mean_absolute_error: 263.3306 - val_loss: 157984.9096 - val_mean_absolute_error: 375.8429 Epoch 3313/5000 148/148 [==============================] - 0s 34us/step - loss: 94357.9688 - mean_absolute_error: 263.3296 - val_loss: 157984.1575 - val_mean_absolute_error: 375.8419 Epoch 3314/5000 148/148 [==============================] - 0s 20us/step - loss: 94357.4453 - mean_absolute_error: 263.3286 - val_loss: 157983.4054 - val_mean_absolute_error: 375.8410 Epoch 3315/5000 148/148 [==============================] - 0s 34us/step - loss: 94356.9219 - mean_absolute_error: 263.3276 - val_loss: 157982.6377 - val_mean_absolute_error: 375.8400 Epoch 3316/5000 148/148 [==============================] - 0s 34us/step - loss: 94356.3906 - mean_absolute_error: 263.3266 - val_loss: 157981.9321 - val_mean_absolute_error: 375.8390 Epoch 3317/5000 148/148 [==============================] - 0s 27us/step - loss: 94355.8750 - mean_absolute_error: 263.3256 - val_loss: 157981.1646 - val_mean_absolute_error: 375.8381 Epoch 3318/5000 148/148 [==============================] - 0s 27us/step - loss: 94355.3438 - mean_absolute_error: 263.3246 - val_loss: 157980.4125 - val_mean_absolute_error: 375.8371 Epoch 3319/5000 148/148 [==============================] - 0s 34us/step - loss: 94354.8203 - mean_absolute_error: 263.3236 - val_loss: 157979.6913 - val_mean_absolute_error: 375.8362 Epoch 3320/5000 148/148 [==============================] - 0s 34us/step - loss: 94354.3125 - mean_absolute_error: 263.3226 - val_loss: 157978.9083 - val_mean_absolute_error: 375.8352 Epoch 3321/5000 148/148 [==============================] - 0s 27us/step - loss: 94353.7734 - mean_absolute_error: 263.3216 - val_loss: 157978.1560 - val_mean_absolute_error: 375.8342 Epoch 3322/5000 148/148 [==============================] - 0s 34us/step - loss: 94353.2344 - mean_absolute_error: 263.3206 - val_loss: 157977.4196 - val_mean_absolute_error: 375.8333 Epoch 3323/5000 148/148 [==============================] - 0s 27us/step - loss: 94352.7188 - mean_absolute_error: 263.3196 - val_loss: 157976.6675 - val_mean_absolute_error: 375.8323 Epoch 3324/5000 148/148 [==============================] - 0s 27us/step - loss: 94352.1953 - mean_absolute_error: 263.3187 - val_loss: 157975.9152 - val_mean_absolute_error: 375.8313 Epoch 3325/5000 148/148 [==============================] - 0s 41us/step - loss: 94351.6719 - mean_absolute_error: 263.3177 - val_loss: 157975.1787 - val_mean_absolute_error: 375.8304 Epoch 3326/5000 148/148 [==============================] - 0s 34us/step - loss: 94351.1562 - mean_absolute_error: 263.3167 - val_loss: 157974.4113 - val_mean_absolute_error: 375.8294 Epoch 3327/5000 148/148 [==============================] - 0s 27us/step - loss: 94350.6172 - mean_absolute_error: 263.3156 - val_loss: 157973.6744 - val_mean_absolute_error: 375.8284 Epoch 3328/5000 148/148 [==============================] - 0s 27us/step - loss: 94350.0859 - mean_absolute_error: 263.3147 - val_loss: 157972.9225 - val_mean_absolute_error: 375.8275 Epoch 3329/5000 148/148 [==============================] - 0s 27us/step - loss: 94349.5781 - mean_absolute_error: 263.3137 - val_loss: 157972.1858 - val_mean_absolute_error: 375.8265 Epoch 3330/5000 148/148 [==============================] - 0s 34us/step - loss: 94349.0391 - mean_absolute_error: 263.3127 - val_loss: 157971.4181 - val_mean_absolute_error: 375.8255 Epoch 3331/5000 148/148 [==============================] - 0s 47us/step - loss: 94348.5234 - mean_absolute_error: 263.3117 - val_loss: 157970.6817 - val_mean_absolute_error: 375.8246 Epoch 3332/5000 148/148 [==============================] - 0s 34us/step - loss: 94348.0000 - mean_absolute_error: 263.3107 - val_loss: 157969.9294 - val_mean_absolute_error: 375.8235 Epoch 3333/5000 148/148 [==============================] - 0s 41us/step - loss: 94347.4609 - mean_absolute_error: 263.3097 - val_loss: 157969.1617 - val_mean_absolute_error: 375.8225 Epoch 3334/5000 148/148 [==============================] - 0s 34us/step - loss: 94346.9453 - mean_absolute_error: 263.3087 - val_loss: 157968.4254 - val_mean_absolute_error: 375.8216 Epoch 3335/5000 148/148 [==============================] - 0s 20us/step - loss: 94346.4219 - mean_absolute_error: 263.3077 - val_loss: 157967.6888 - val_mean_absolute_error: 375.8206 Epoch 3336/5000 148/148 [==============================] - 0s 27us/step - loss: 94345.8906 - mean_absolute_error: 263.3067 - val_loss: 157966.9056 - val_mean_absolute_error: 375.8196 Epoch 3337/5000 148/148 [==============================] - 0s 34us/step - loss: 94345.3594 - mean_absolute_error: 263.3057 - val_loss: 157966.1846 - val_mean_absolute_error: 375.8187 Epoch 3338/5000 148/148 [==============================] - 0s 27us/step - loss: 94344.8516 - mean_absolute_error: 263.3046 - val_loss: 157965.4169 - val_mean_absolute_error: 375.8177 Epoch 3339/5000 148/148 [==============================] - 0s 27us/step - loss: 94344.3203 - mean_absolute_error: 263.3036 - val_loss: 157964.6800 - val_mean_absolute_error: 375.8167 Epoch 3340/5000 148/148 [==============================] - 0s 27us/step - loss: 94343.7891 - mean_absolute_error: 263.3027 - val_loss: 157963.9438 - val_mean_absolute_error: 375.8158 Epoch 3341/5000 148/148 [==============================] - 0s 34us/step - loss: 94343.2734 - mean_absolute_error: 263.3017 - val_loss: 157963.1762 - val_mean_absolute_error: 375.8148 Epoch 3342/5000 148/148 [==============================] - 0s 34us/step - loss: 94342.7422 - mean_absolute_error: 263.3007 - val_loss: 157962.4550 - val_mean_absolute_error: 375.8138 Epoch 3343/5000 148/148 [==============================] - 0s 34us/step - loss: 94342.2266 - mean_absolute_error: 263.2997 - val_loss: 157961.6875 - val_mean_absolute_error: 375.8129 Epoch 3344/5000 148/148 [==============================] - 0s 34us/step - loss: 94341.6875 - mean_absolute_error: 263.2987 - val_loss: 157960.9352 - val_mean_absolute_error: 375.8119 Epoch 3345/5000 148/148 [==============================] - 0s 27us/step - loss: 94341.1719 - mean_absolute_error: 263.2977 - val_loss: 157960.1988 - val_mean_absolute_error: 375.8109 Epoch 3346/5000 148/148 [==============================] - 0s 27us/step - loss: 94340.6484 - mean_absolute_error: 263.2967 - val_loss: 157959.4467 - val_mean_absolute_error: 375.8100 Epoch 3347/5000 148/148 [==============================] - 0s 34us/step - loss: 94340.1250 - mean_absolute_error: 263.2957 - val_loss: 157958.6790 - val_mean_absolute_error: 375.8090 Epoch 3348/5000 148/148 [==============================] - 0s 34us/step - loss: 94339.5938 - mean_absolute_error: 263.2947 - val_loss: 157957.9579 - val_mean_absolute_error: 375.8080 Epoch 3349/5000 148/148 [==============================] - 0s 34us/step - loss: 94339.0781 - mean_absolute_error: 263.2938 - val_loss: 157957.1904 - val_mean_absolute_error: 375.8071 Epoch 3350/5000 148/148 [==============================] - 0s 27us/step - loss: 94338.5547 - mean_absolute_error: 263.2928 - val_loss: 157956.4537 - val_mean_absolute_error: 375.8061 Epoch 3351/5000 148/148 [==============================] - 0s 27us/step - loss: 94338.0234 - mean_absolute_error: 263.2917 - val_loss: 157955.7017 - val_mean_absolute_error: 375.8051 Epoch 3352/5000 148/148 [==============================] - 0s 34us/step - loss: 94337.5000 - mean_absolute_error: 263.2907 - val_loss: 157954.9496 - val_mean_absolute_error: 375.8041 Epoch 3353/5000 148/148 [==============================] - 0s 27us/step - loss: 94336.9766 - mean_absolute_error: 263.2897 - val_loss: 157954.1973 - val_mean_absolute_error: 375.8032 Epoch 3354/5000 148/148 [==============================] - 0s 34us/step - loss: 94336.4453 - mean_absolute_error: 263.2888 - val_loss: 157953.4454 - val_mean_absolute_error: 375.8022 Epoch 3355/5000 148/148 [==============================] - 0s 34us/step - loss: 94335.9297 - mean_absolute_error: 263.2878 - val_loss: 157952.6933 - val_mean_absolute_error: 375.8012 Epoch 3356/5000 148/148 [==============================] - 0s 34us/step - loss: 94335.3984 - mean_absolute_error: 263.2867 - val_loss: 157951.9565 - val_mean_absolute_error: 375.8002 Epoch 3357/5000 148/148 [==============================] - 0s 27us/step - loss: 94334.8672 - mean_absolute_error: 263.2857 - val_loss: 157951.2046 - val_mean_absolute_error: 375.7992 Epoch 3358/5000 148/148 [==============================] - 0s 34us/step - loss: 94334.3516 - mean_absolute_error: 263.2847 - val_loss: 157950.4525 - val_mean_absolute_error: 375.7983 Epoch 3359/5000 148/148 [==============================] - 0s 34us/step - loss: 94333.8281 - mean_absolute_error: 263.2837 - val_loss: 157949.7002 - val_mean_absolute_error: 375.7973 Epoch 3360/5000 148/148 [==============================] - 0s 34us/step - loss: 94333.2812 - mean_absolute_error: 263.2827 - val_loss: 157948.9483 - val_mean_absolute_error: 375.7963 Epoch 3361/5000 148/148 [==============================] - 0s 41us/step - loss: 94332.7734 - mean_absolute_error: 263.2818 - val_loss: 157948.2271 - val_mean_absolute_error: 375.7953 Epoch 3362/5000 148/148 [==============================] - 0s 27us/step - loss: 94332.2500 - mean_absolute_error: 263.2807 - val_loss: 157947.4594 - val_mean_absolute_error: 375.7944 Epoch 3363/5000 148/148 [==============================] - 0s 34us/step - loss: 94331.7188 - mean_absolute_error: 263.2797 - val_loss: 157946.7075 - val_mean_absolute_error: 375.7934 Epoch 3364/5000 148/148 [==============================] - 0s 34us/step - loss: 94331.2031 - mean_absolute_error: 263.2787 - val_loss: 157945.9554 - val_mean_absolute_error: 375.7925 Epoch 3365/5000 148/148 [==============================] - 0s 34us/step - loss: 94330.6719 - mean_absolute_error: 263.2777 - val_loss: 157945.2029 - val_mean_absolute_error: 375.7915 Epoch 3366/5000 148/148 [==============================] - 0s 68us/step - loss: 94330.1406 - mean_absolute_error: 263.2768 - val_loss: 157944.4667 - val_mean_absolute_error: 375.7906 Epoch 3367/5000 148/148 [==============================] - 0s 41us/step - loss: 94329.6328 - mean_absolute_error: 263.2758 - val_loss: 157943.7300 - val_mean_absolute_error: 375.7896 Epoch 3368/5000 148/148 [==============================] - 0s 27us/step - loss: 94329.1016 - mean_absolute_error: 263.2748 - val_loss: 157942.9469 - val_mean_absolute_error: 375.7886 Epoch 3369/5000 148/148 [==============================] - 0s 34us/step - loss: 94328.5703 - mean_absolute_error: 263.2738 - val_loss: 157942.2258 - val_mean_absolute_error: 375.7876 Epoch 3370/5000 148/148 [==============================] - 0s 27us/step - loss: 94328.0547 - mean_absolute_error: 263.2728 - val_loss: 157941.4581 - val_mean_absolute_error: 375.7867 Epoch 3371/5000 148/148 [==============================] - 0s 34us/step - loss: 94327.5234 - mean_absolute_error: 263.2718 - val_loss: 157940.7058 - val_mean_absolute_error: 375.7858 Epoch 3372/5000 148/148 [==============================] - 0s 34us/step - loss: 94326.9922 - mean_absolute_error: 263.2708 - val_loss: 157939.9850 - val_mean_absolute_error: 375.7848 Epoch 3373/5000 148/148 [==============================] - 0s 34us/step - loss: 94326.4766 - mean_absolute_error: 263.2698 - val_loss: 157939.2175 - val_mean_absolute_error: 375.7838 Epoch 3374/5000 148/148 [==============================] - 0s 34us/step - loss: 94325.9531 - mean_absolute_error: 263.2688 - val_loss: 157938.4652 - val_mean_absolute_error: 375.7828 Epoch 3375/5000 148/148 [==============================] - 0s 27us/step - loss: 94325.4219 - mean_absolute_error: 263.2678 - val_loss: 157937.7133 - val_mean_absolute_error: 375.7818 Epoch 3376/5000 148/148 [==============================] - 0s 34us/step - loss: 94324.9062 - mean_absolute_error: 263.2668 - val_loss: 157936.9612 - val_mean_absolute_error: 375.7809 Epoch 3377/5000 148/148 [==============================] - 0s 34us/step - loss: 94324.3750 - mean_absolute_error: 263.2658 - val_loss: 157936.2090 - val_mean_absolute_error: 375.7799 Epoch 3378/5000 148/148 [==============================] - 0s 41us/step - loss: 94323.8516 - mean_absolute_error: 263.2648 - val_loss: 157935.4879 - val_mean_absolute_error: 375.7789 Epoch 3379/5000 148/148 [==============================] - 0s 27us/step - loss: 94323.3281 - mean_absolute_error: 263.2638 - val_loss: 157934.7202 - val_mean_absolute_error: 375.7780 Epoch 3380/5000 148/148 [==============================] - 0s 20us/step - loss: 94322.7969 - mean_absolute_error: 263.2628 - val_loss: 157933.9833 - val_mean_absolute_error: 375.7770 Epoch 3381/5000 148/148 [==============================] - 0s 34us/step - loss: 94322.2734 - mean_absolute_error: 263.2618 - val_loss: 157933.2162 - val_mean_absolute_error: 375.7760 Epoch 3382/5000 148/148 [==============================] - 0s 27us/step - loss: 94321.7500 - mean_absolute_error: 263.2608 - val_loss: 157932.4796 - val_mean_absolute_error: 375.7750 Epoch 3383/5000 148/148 [==============================] - 0s 34us/step - loss: 94321.2266 - mean_absolute_error: 263.2599 - val_loss: 157931.7119 - val_mean_absolute_error: 375.7740 Epoch 3384/5000 148/148 [==============================] - 0s 34us/step - loss: 94320.6953 - mean_absolute_error: 263.2589 - val_loss: 157930.9908 - val_mean_absolute_error: 375.7731 Epoch 3385/5000 148/148 [==============================] - 0s 27us/step - loss: 94320.1797 - mean_absolute_error: 263.2579 - val_loss: 157930.2385 - val_mean_absolute_error: 375.7721 Epoch 3386/5000 148/148 [==============================] - 0s 34us/step - loss: 94319.6562 - mean_absolute_error: 263.2568 - val_loss: 157929.4862 - val_mean_absolute_error: 375.7711 Epoch 3387/5000 148/148 [==============================] - 0s 27us/step - loss: 94319.1172 - mean_absolute_error: 263.2558 - val_loss: 157928.7346 - val_mean_absolute_error: 375.7702 Epoch 3388/5000 148/148 [==============================] - 0s 27us/step - loss: 94318.6094 - mean_absolute_error: 263.2548 - val_loss: 157927.9825 - val_mean_absolute_error: 375.7692 Epoch 3389/5000 148/148 [==============================] - 0s 27us/step - loss: 94318.0781 - mean_absolute_error: 263.2538 - val_loss: 157927.2300 - val_mean_absolute_error: 375.7682 Epoch 3390/5000 148/148 [==============================] - 0s 27us/step - loss: 94317.5547 - mean_absolute_error: 263.2528 - val_loss: 157926.4783 - val_mean_absolute_error: 375.7673 Epoch 3391/5000 148/148 [==============================] - 0s 34us/step - loss: 94317.0234 - mean_absolute_error: 263.2519 - val_loss: 157925.7415 - val_mean_absolute_error: 375.7663 Epoch 3392/5000 148/148 [==============================] - 0s 27us/step - loss: 94316.5000 - mean_absolute_error: 263.2509 - val_loss: 157924.9892 - val_mean_absolute_error: 375.7653 Epoch 3393/5000 148/148 [==============================] - 0s 34us/step - loss: 94315.9766 - mean_absolute_error: 263.2498 - val_loss: 157924.2529 - val_mean_absolute_error: 375.7644 Epoch 3394/5000 148/148 [==============================] - 0s 34us/step - loss: 94315.4531 - mean_absolute_error: 263.2489 - val_loss: 157923.4852 - val_mean_absolute_error: 375.7634 Epoch 3395/5000 148/148 [==============================] - 0s 34us/step - loss: 94314.9219 - mean_absolute_error: 263.2479 - val_loss: 157922.7329 - val_mean_absolute_error: 375.7624 Epoch 3396/5000 148/148 [==============================] - 0s 27us/step - loss: 94314.3984 - mean_absolute_error: 263.2469 - val_loss: 157921.9967 - val_mean_absolute_error: 375.7615 Epoch 3397/5000 148/148 [==============================] - 0s 41us/step - loss: 94313.8828 - mean_absolute_error: 263.2459 - val_loss: 157921.2446 - val_mean_absolute_error: 375.7605 Epoch 3398/5000 148/148 [==============================] - 0s 27us/step - loss: 94313.3516 - mean_absolute_error: 263.2449 - val_loss: 157920.4921 - val_mean_absolute_error: 375.7595 Epoch 3399/5000 148/148 [==============================] - 0s 34us/step - loss: 94312.8281 - mean_absolute_error: 263.2438 - val_loss: 157919.7404 - val_mean_absolute_error: 375.7585 Epoch 3400/5000 148/148 [==============================] - 0s 27us/step - loss: 94312.3125 - mean_absolute_error: 263.2429 - val_loss: 157918.9881 - val_mean_absolute_error: 375.7576 Epoch 3401/5000 148/148 [==============================] - 0s 27us/step - loss: 94311.7734 - mean_absolute_error: 263.2419 - val_loss: 157918.2513 - val_mean_absolute_error: 375.7566 Epoch 3402/5000 148/148 [==============================] - 0s 27us/step - loss: 94311.2500 - mean_absolute_error: 263.2409 - val_loss: 157917.4996 - val_mean_absolute_error: 375.7557 Epoch 3403/5000 148/148 [==============================] - 0s 34us/step - loss: 94310.7422 - mean_absolute_error: 263.2399 - val_loss: 157916.7473 - val_mean_absolute_error: 375.7546 Epoch 3404/5000 148/148 [==============================] - 0s 27us/step - loss: 94310.2109 - mean_absolute_error: 263.2389 - val_loss: 157915.9950 - val_mean_absolute_error: 375.7536 Epoch 3405/5000 148/148 [==============================] - 0s 34us/step - loss: 94309.6719 - mean_absolute_error: 263.2379 - val_loss: 157915.2433 - val_mean_absolute_error: 375.7527 Epoch 3406/5000 148/148 [==============================] - 0s 27us/step - loss: 94309.1641 - mean_absolute_error: 263.2369 - val_loss: 157914.5065 - val_mean_absolute_error: 375.7517 Epoch 3407/5000 148/148 [==============================] - 0s 27us/step - loss: 94308.6328 - mean_absolute_error: 263.2359 - val_loss: 157913.7546 - val_mean_absolute_error: 375.7508 Epoch 3408/5000 148/148 [==============================] - 0s 27us/step - loss: 94308.1094 - mean_absolute_error: 263.2349 - val_loss: 157913.0025 - val_mean_absolute_error: 375.7498 Epoch 3409/5000 148/148 [==============================] - 0s 41us/step - loss: 94307.5859 - mean_absolute_error: 263.2339 - val_loss: 157912.2502 - val_mean_absolute_error: 375.7488 Epoch 3410/5000 148/148 [==============================] - 0s 27us/step - loss: 94307.0547 - mean_absolute_error: 263.2329 - val_loss: 157911.5292 - val_mean_absolute_error: 375.7478 Epoch 3411/5000 148/148 [==============================] - 0s 27us/step - loss: 94306.5391 - mean_absolute_error: 263.2319 - val_loss: 157910.7617 - val_mean_absolute_error: 375.7469 Epoch 3412/5000 148/148 [==============================] - 0s 34us/step - loss: 94306.0078 - mean_absolute_error: 263.2309 - val_loss: 157910.0094 - val_mean_absolute_error: 375.7459 Epoch 3413/5000 148/148 [==============================] - 0s 34us/step - loss: 94305.4766 - mean_absolute_error: 263.2299 - val_loss: 157909.2575 - val_mean_absolute_error: 375.7449 Epoch 3414/5000 148/148 [==============================] - 0s 34us/step - loss: 94304.9688 - mean_absolute_error: 263.2289 - val_loss: 157908.5208 - val_mean_absolute_error: 375.7440 Epoch 3415/5000 148/148 [==============================] - 0s 34us/step - loss: 94304.4297 - mean_absolute_error: 263.2279 - val_loss: 157907.7531 - val_mean_absolute_error: 375.7430 Epoch 3416/5000 148/148 [==============================] - 0s 20us/step - loss: 94303.9062 - mean_absolute_error: 263.2269 - val_loss: 157907.0167 - val_mean_absolute_error: 375.7421 Epoch 3417/5000 148/148 [==============================] - 0s 34us/step - loss: 94303.3828 - mean_absolute_error: 263.2260 - val_loss: 157906.2800 - val_mean_absolute_error: 375.7411 Epoch 3418/5000 148/148 [==============================] - 0s 34us/step - loss: 94302.8672 - mean_absolute_error: 263.2249 - val_loss: 157905.5121 - val_mean_absolute_error: 375.7401 Epoch 3419/5000 148/148 [==============================] - 0s 27us/step - loss: 94302.3281 - mean_absolute_error: 263.2240 - val_loss: 157904.7758 - val_mean_absolute_error: 375.7392 Epoch 3420/5000 148/148 [==============================] - 0s 34us/step - loss: 94301.8125 - mean_absolute_error: 263.2230 - val_loss: 157904.0083 - val_mean_absolute_error: 375.7382 Epoch 3421/5000 148/148 [==============================] - 0s 34us/step - loss: 94301.2891 - mean_absolute_error: 263.2220 - val_loss: 157903.2560 - val_mean_absolute_error: 375.7372 Epoch 3422/5000 148/148 [==============================] - 0s 27us/step - loss: 94300.7578 - mean_absolute_error: 263.2210 - val_loss: 157902.5350 - val_mean_absolute_error: 375.7363 Epoch 3423/5000 148/148 [==============================] - 0s 27us/step - loss: 94300.2422 - mean_absolute_error: 263.2200 - val_loss: 157901.7675 - val_mean_absolute_error: 375.7353 Epoch 3424/5000 148/148 [==============================] - 0s 34us/step - loss: 94299.7109 - mean_absolute_error: 263.2190 - val_loss: 157901.0152 - val_mean_absolute_error: 375.7343 Epoch 3425/5000 148/148 [==============================] - 0s 27us/step - loss: 94299.1875 - mean_absolute_error: 263.2180 - val_loss: 157900.2787 - val_mean_absolute_error: 375.7333 Epoch 3426/5000 148/148 [==============================] - 0s 34us/step - loss: 94298.6719 - mean_absolute_error: 263.2169 - val_loss: 157899.5113 - val_mean_absolute_error: 375.7324 Epoch 3427/5000 148/148 [==============================] - 0s 41us/step - loss: 94298.1328 - mean_absolute_error: 263.2160 - val_loss: 157898.7588 - val_mean_absolute_error: 375.7314 Epoch 3428/5000 148/148 [==============================] - 0s 34us/step - loss: 94297.6094 - mean_absolute_error: 263.2150 - val_loss: 157898.0379 - val_mean_absolute_error: 375.7305 Epoch 3429/5000 148/148 [==============================] - 0s 34us/step - loss: 94297.0938 - mean_absolute_error: 263.2140 - val_loss: 157897.2858 - val_mean_absolute_error: 375.7294 Epoch 3430/5000 148/148 [==============================] - 0s 27us/step - loss: 94296.5703 - mean_absolute_error: 263.2130 - val_loss: 157896.5335 - val_mean_absolute_error: 375.7285 Epoch 3431/5000 148/148 [==============================] - 0s 27us/step - loss: 94296.0234 - mean_absolute_error: 263.2120 - val_loss: 157895.7971 - val_mean_absolute_error: 375.7275 Epoch 3432/5000 148/148 [==============================] - 0s 34us/step - loss: 94295.5156 - mean_absolute_error: 263.2110 - val_loss: 157895.0294 - val_mean_absolute_error: 375.7265 Epoch 3433/5000 148/148 [==============================] - 0s 34us/step - loss: 94294.9922 - mean_absolute_error: 263.2100 - val_loss: 157894.2771 - val_mean_absolute_error: 375.7255 Epoch 3434/5000 148/148 [==============================] - 0s 34us/step - loss: 94294.4688 - mean_absolute_error: 263.2090 - val_loss: 157893.5408 - val_mean_absolute_error: 375.7246 Epoch 3435/5000 148/148 [==============================] - 0s 34us/step - loss: 94293.9453 - mean_absolute_error: 263.2079 - val_loss: 157892.7888 - val_mean_absolute_error: 375.7236 Epoch 3436/5000 148/148 [==============================] - 0s 27us/step - loss: 94293.4219 - mean_absolute_error: 263.2070 - val_loss: 157892.0365 - val_mean_absolute_error: 375.7226 Epoch 3437/5000 148/148 [==============================] - 0s 27us/step - loss: 94292.8828 - mean_absolute_error: 263.2060 - val_loss: 157891.3000 - val_mean_absolute_error: 375.7217 Epoch 3438/5000 148/148 [==============================] - 0s 27us/step - loss: 94292.3750 - mean_absolute_error: 263.2050 - val_loss: 157890.5325 - val_mean_absolute_error: 375.7207 Epoch 3439/5000 148/148 [==============================] - 0s 34us/step - loss: 94291.8359 - mean_absolute_error: 263.2040 - val_loss: 157889.7956 - val_mean_absolute_error: 375.7197 Epoch 3440/5000 148/148 [==============================] - 0s 27us/step - loss: 94291.3203 - mean_absolute_error: 263.2030 - val_loss: 157889.0438 - val_mean_absolute_error: 375.7187 Epoch 3441/5000 148/148 [==============================] - 0s 27us/step - loss: 94290.7969 - mean_absolute_error: 263.2020 - val_loss: 157888.2917 - val_mean_absolute_error: 375.7178 Epoch 3442/5000 148/148 [==============================] - 0s 34us/step - loss: 94290.2734 - mean_absolute_error: 263.2010 - val_loss: 157887.5546 - val_mean_absolute_error: 375.7168 Epoch 3443/5000 148/148 [==============================] - 0s 27us/step - loss: 94289.7344 - mean_absolute_error: 263.2000 - val_loss: 157886.8029 - val_mean_absolute_error: 375.7159 Epoch 3444/5000 148/148 [==============================] - 0s 34us/step - loss: 94289.2266 - mean_absolute_error: 263.1990 - val_loss: 157886.0508 - val_mean_absolute_error: 375.7149 Epoch 3445/5000 148/148 [==============================] - 0s 34us/step - loss: 94288.6953 - mean_absolute_error: 263.1981 - val_loss: 157885.2987 - val_mean_absolute_error: 375.7139 Epoch 3446/5000 148/148 [==============================] - 0s 27us/step - loss: 94288.1719 - mean_absolute_error: 263.1971 - val_loss: 157884.5621 - val_mean_absolute_error: 375.7129 Epoch 3447/5000 148/148 [==============================] - 0s 34us/step - loss: 94287.6406 - mean_absolute_error: 263.1960 - val_loss: 157883.8098 - val_mean_absolute_error: 375.7120 Epoch 3448/5000 148/148 [==============================] - 0s 34us/step - loss: 94287.1172 - mean_absolute_error: 263.1950 - val_loss: 157883.0579 - val_mean_absolute_error: 375.7110 Epoch 3449/5000 148/148 [==============================] - 0s 34us/step - loss: 94286.6094 - mean_absolute_error: 263.1940 - val_loss: 157882.3213 - val_mean_absolute_error: 375.7100 Epoch 3450/5000 148/148 [==============================] - 0s 34us/step - loss: 94286.0781 - mean_absolute_error: 263.1930 - val_loss: 157881.5537 - val_mean_absolute_error: 375.7091 Epoch 3451/5000 148/148 [==============================] - 0s 34us/step - loss: 94285.5469 - mean_absolute_error: 263.1920 - val_loss: 157880.8325 - val_mean_absolute_error: 375.7081 Epoch 3452/5000 148/148 [==============================] - 0s 27us/step - loss: 94285.0234 - mean_absolute_error: 263.1911 - val_loss: 157880.0496 - val_mean_absolute_error: 375.7071 Epoch 3453/5000 148/148 [==============================] - 0s 34us/step - loss: 94284.5000 - mean_absolute_error: 263.1900 - val_loss: 157879.3127 - val_mean_absolute_error: 375.7061 Epoch 3454/5000 148/148 [==============================] - 0s 20us/step - loss: 94283.9766 - mean_absolute_error: 263.1891 - val_loss: 157878.5608 - val_mean_absolute_error: 375.7051 Epoch 3455/5000 148/148 [==============================] - 0s 34us/step - loss: 94283.4531 - mean_absolute_error: 263.1881 - val_loss: 157877.8242 - val_mean_absolute_error: 375.7042 Epoch 3456/5000 148/148 [==============================] - 0s 34us/step - loss: 94282.9219 - mean_absolute_error: 263.1870 - val_loss: 157877.0567 - val_mean_absolute_error: 375.7032 Epoch 3457/5000 148/148 [==============================] - 0s 27us/step - loss: 94282.3906 - mean_absolute_error: 263.1861 - val_loss: 157876.3354 - val_mean_absolute_error: 375.7023 Epoch 3458/5000 148/148 [==============================] - 0s 34us/step - loss: 94281.8750 - mean_absolute_error: 263.1851 - val_loss: 157875.5525 - val_mean_absolute_error: 375.7013 Epoch 3459/5000 148/148 [==============================] - 0s 34us/step - loss: 94281.3516 - mean_absolute_error: 263.1840 - val_loss: 157874.8312 - val_mean_absolute_error: 375.7003 Epoch 3460/5000 148/148 [==============================] - 0s 34us/step - loss: 94280.8281 - mean_absolute_error: 263.1830 - val_loss: 157874.0792 - val_mean_absolute_error: 375.6993 Epoch 3461/5000 148/148 [==============================] - 0s 41us/step - loss: 94280.3047 - mean_absolute_error: 263.1821 - val_loss: 157873.3271 - val_mean_absolute_error: 375.6984 Epoch 3462/5000 148/148 [==============================] - 0s 27us/step - loss: 94279.7734 - mean_absolute_error: 263.1811 - val_loss: 157872.5748 - val_mean_absolute_error: 375.6974 Epoch 3463/5000 148/148 [==============================] - 0s 27us/step - loss: 94279.2578 - mean_absolute_error: 263.1801 - val_loss: 157871.8229 - val_mean_absolute_error: 375.6965 Epoch 3464/5000 148/148 [==============================] - 0s 34us/step - loss: 94278.7266 - mean_absolute_error: 263.1791 - val_loss: 157871.0708 - val_mean_absolute_error: 375.6955 Epoch 3465/5000 148/148 [==============================] - 0s 34us/step - loss: 94278.1953 - mean_absolute_error: 263.1781 - val_loss: 157870.3188 - val_mean_absolute_error: 375.6945 Epoch 3466/5000 148/148 [==============================] - 0s 34us/step - loss: 94277.6719 - mean_absolute_error: 263.1771 - val_loss: 157869.5667 - val_mean_absolute_error: 375.6936 Epoch 3467/5000 148/148 [==============================] - 0s 34us/step - loss: 94277.1562 - mean_absolute_error: 263.1761 - val_loss: 157868.8300 - val_mean_absolute_error: 375.6926 Epoch 3468/5000 148/148 [==============================] - 0s 27us/step - loss: 94276.6250 - mean_absolute_error: 263.1751 - val_loss: 157868.0777 - val_mean_absolute_error: 375.6916 Epoch 3469/5000 148/148 [==============================] - 0s 27us/step - loss: 94276.0938 - mean_absolute_error: 263.1741 - val_loss: 157867.3412 - val_mean_absolute_error: 375.6907 Epoch 3470/5000 148/148 [==============================] - 0s 41us/step - loss: 94275.5781 - mean_absolute_error: 263.1732 - val_loss: 157866.6046 - val_mean_absolute_error: 375.6897 Epoch 3471/5000 148/148 [==============================] - 0s 34us/step - loss: 94275.0547 - mean_absolute_error: 263.1722 - val_loss: 157865.8371 - val_mean_absolute_error: 375.6887 Epoch 3472/5000 148/148 [==============================] - 0s 34us/step - loss: 94274.5234 - mean_absolute_error: 263.1711 - val_loss: 157865.1004 - val_mean_absolute_error: 375.6877 Epoch 3473/5000 148/148 [==============================] - 0s 27us/step - loss: 94274.0156 - mean_absolute_error: 263.1701 - val_loss: 157864.3329 - val_mean_absolute_error: 375.6868 Epoch 3474/5000 148/148 [==============================] - 0s 27us/step - loss: 94273.4766 - mean_absolute_error: 263.1691 - val_loss: 157863.5808 - val_mean_absolute_error: 375.6858 Epoch 3475/5000 148/148 [==============================] - 0s 27us/step - loss: 94272.9453 - mean_absolute_error: 263.1682 - val_loss: 157862.8596 - val_mean_absolute_error: 375.6848 Epoch 3476/5000 148/148 [==============================] - 0s 27us/step - loss: 94272.4375 - mean_absolute_error: 263.1671 - val_loss: 157862.0921 - val_mean_absolute_error: 375.6839 Epoch 3477/5000 148/148 [==============================] - 0s 27us/step - loss: 94271.8984 - mean_absolute_error: 263.1662 - val_loss: 157861.3556 - val_mean_absolute_error: 375.6829 Epoch 3478/5000 148/148 [==============================] - 0s 34us/step - loss: 94271.3906 - mean_absolute_error: 263.1651 - val_loss: 157860.5879 - val_mean_absolute_error: 375.6818 Epoch 3479/5000 148/148 [==============================] - 0s 34us/step - loss: 94270.8672 - mean_absolute_error: 263.1642 - val_loss: 157859.8358 - val_mean_absolute_error: 375.6809 Epoch 3480/5000 148/148 [==============================] - 0s 34us/step - loss: 94270.3281 - mean_absolute_error: 263.1632 - val_loss: 157859.0996 - val_mean_absolute_error: 375.6799 Epoch 3481/5000 148/148 [==============================] - 0s 34us/step - loss: 94269.8281 - mean_absolute_error: 263.1622 - val_loss: 157858.3625 - val_mean_absolute_error: 375.6790 Epoch 3482/5000 148/148 [==============================] - 0s 27us/step - loss: 94269.2812 - mean_absolute_error: 263.1612 - val_loss: 157857.5796 - val_mean_absolute_error: 375.6780 Epoch 3483/5000 148/148 [==============================] - 0s 34us/step - loss: 94268.7578 - mean_absolute_error: 263.1602 - val_loss: 157856.8740 - val_mean_absolute_error: 375.6770 Epoch 3484/5000 148/148 [==============================] - 0s 34us/step - loss: 94268.2422 - mean_absolute_error: 263.1591 - val_loss: 157856.1063 - val_mean_absolute_error: 375.6761 Epoch 3485/5000 148/148 [==============================] - 0s 27us/step - loss: 94267.7188 - mean_absolute_error: 263.1581 - val_loss: 157855.3387 - val_mean_absolute_error: 375.6751 Epoch 3486/5000 148/148 [==============================] - 0s 27us/step - loss: 94267.1797 - mean_absolute_error: 263.1572 - val_loss: 157854.6177 - val_mean_absolute_error: 375.6741 Epoch 3487/5000 148/148 [==============================] - 0s 34us/step - loss: 94266.6719 - mean_absolute_error: 263.1562 - val_loss: 157853.8654 - val_mean_absolute_error: 375.6732 Epoch 3488/5000 148/148 [==============================] - 0s 27us/step - loss: 94266.1406 - mean_absolute_error: 263.1552 - val_loss: 157853.1133 - val_mean_absolute_error: 375.6722 Epoch 3489/5000 148/148 [==============================] - 0s 27us/step - loss: 94265.6172 - mean_absolute_error: 263.1542 - val_loss: 157852.3615 - val_mean_absolute_error: 375.6712 Epoch 3490/5000 148/148 [==============================] - 0s 27us/step - loss: 94265.0938 - mean_absolute_error: 263.1532 - val_loss: 157851.5938 - val_mean_absolute_error: 375.6703 Epoch 3491/5000 148/148 [==============================] - 0s 34us/step - loss: 94264.5625 - mean_absolute_error: 263.1522 - val_loss: 157850.8571 - val_mean_absolute_error: 375.6693 Epoch 3492/5000 148/148 [==============================] - 0s 27us/step - loss: 94264.0312 - mean_absolute_error: 263.1512 - val_loss: 157850.1206 - val_mean_absolute_error: 375.6683 Epoch 3493/5000 148/148 [==============================] - 0s 34us/step - loss: 94263.5234 - mean_absolute_error: 263.1502 - val_loss: 157849.3529 - val_mean_absolute_error: 375.6674 Epoch 3494/5000 148/148 [==============================] - 0s 27us/step - loss: 94262.9922 - mean_absolute_error: 263.1492 - val_loss: 157848.6162 - val_mean_absolute_error: 375.6664 Epoch 3495/5000 148/148 [==============================] - 0s 34us/step - loss: 94262.4609 - mean_absolute_error: 263.1483 - val_loss: 157847.8646 - val_mean_absolute_error: 375.6654 Epoch 3496/5000 148/148 [==============================] - 0s 41us/step - loss: 94261.9453 - mean_absolute_error: 263.1472 - val_loss: 157847.1275 - val_mean_absolute_error: 375.6644 Epoch 3497/5000 148/148 [==============================] - 0s 27us/step - loss: 94261.4219 - mean_absolute_error: 263.1462 - val_loss: 157846.3600 - val_mean_absolute_error: 375.6635 Epoch 3498/5000 148/148 [==============================] - 0s 34us/step - loss: 94260.8828 - mean_absolute_error: 263.1452 - val_loss: 157845.6235 - val_mean_absolute_error: 375.6625 Epoch 3499/5000 148/148 [==============================] - 0s 34us/step - loss: 94260.3750 - mean_absolute_error: 263.1442 - val_loss: 157844.8712 - val_mean_absolute_error: 375.6616 Epoch 3500/5000 148/148 [==============================] - 0s 27us/step - loss: 94259.8438 - mean_absolute_error: 263.1432 - val_loss: 157844.1192 - val_mean_absolute_error: 375.6605 Epoch 3501/5000 148/148 [==============================] - 0s 41us/step - loss: 94259.3203 - mean_absolute_error: 263.1422 - val_loss: 157843.3827 - val_mean_absolute_error: 375.6595 Epoch 3502/5000 148/148 [==============================] - 0s 41us/step - loss: 94258.8047 - mean_absolute_error: 263.1412 - val_loss: 157842.6304 - val_mean_absolute_error: 375.6586 Epoch 3503/5000 148/148 [==============================] - 0s 34us/step - loss: 94258.2734 - mean_absolute_error: 263.1402 - val_loss: 157841.8783 - val_mean_absolute_error: 375.6576 Epoch 3504/5000 148/148 [==============================] - 0s 34us/step - loss: 94257.7422 - mean_absolute_error: 263.1392 - val_loss: 157841.1419 - val_mean_absolute_error: 375.6566 Epoch 3505/5000 148/148 [==============================] - 0s 27us/step - loss: 94257.2266 - mean_absolute_error: 263.1382 - val_loss: 157840.3742 - val_mean_absolute_error: 375.6557 Epoch 3506/5000 148/148 [==============================] - 0s 34us/step - loss: 94256.6875 - mean_absolute_error: 263.1372 - val_loss: 157839.6375 - val_mean_absolute_error: 375.6547 Epoch 3507/5000 148/148 [==============================] - 0s 34us/step - loss: 94256.1641 - mean_absolute_error: 263.1362 - val_loss: 157838.9010 - val_mean_absolute_error: 375.6537 Epoch 3508/5000 148/148 [==============================] - 0s 27us/step - loss: 94255.6562 - mean_absolute_error: 263.1352 - val_loss: 157838.1333 - val_mean_absolute_error: 375.6528 Epoch 3509/5000 148/148 [==============================] - 0s 27us/step - loss: 94255.1250 - mean_absolute_error: 263.1342 - val_loss: 157837.3817 - val_mean_absolute_error: 375.6518 Epoch 3510/5000 148/148 [==============================] - 0s 34us/step - loss: 94254.6094 - mean_absolute_error: 263.1332 - val_loss: 157836.6450 - val_mean_absolute_error: 375.6508 Epoch 3511/5000 148/148 [==============================] - 0s 27us/step - loss: 94254.0781 - mean_absolute_error: 263.1322 - val_loss: 157835.8925 - val_mean_absolute_error: 375.6499 Epoch 3512/5000 148/148 [==============================] - 0s 20us/step - loss: 94253.5469 - mean_absolute_error: 263.1313 - val_loss: 157835.1562 - val_mean_absolute_error: 375.6489 Epoch 3513/5000 148/148 [==============================] - 0s 41us/step - loss: 94253.0234 - mean_absolute_error: 263.1302 - val_loss: 157834.4040 - val_mean_absolute_error: 375.6479 Epoch 3514/5000 148/148 [==============================] - 0s 27us/step - loss: 94252.5078 - mean_absolute_error: 263.1293 - val_loss: 157833.6363 - val_mean_absolute_error: 375.6470 Epoch 3515/5000 148/148 [==============================] - 0s 34us/step - loss: 94251.9688 - mean_absolute_error: 263.1283 - val_loss: 157832.9154 - val_mean_absolute_error: 375.6461 Epoch 3516/5000 148/148 [==============================] - 0s 34us/step - loss: 94251.4531 - mean_absolute_error: 263.1273 - val_loss: 157832.1633 - val_mean_absolute_error: 375.6451 Epoch 3517/5000 148/148 [==============================] - 0s 34us/step - loss: 94250.9297 - mean_absolute_error: 263.1263 - val_loss: 157831.3954 - val_mean_absolute_error: 375.6441 Epoch 3518/5000 148/148 [==============================] - 0s 34us/step - loss: 94250.3984 - mean_absolute_error: 263.1253 - val_loss: 157830.6592 - val_mean_absolute_error: 375.6431 Epoch 3519/5000 148/148 [==============================] - 0s 27us/step - loss: 94249.8828 - mean_absolute_error: 263.1243 - val_loss: 157829.9069 - val_mean_absolute_error: 375.6422 Epoch 3520/5000 148/148 [==============================] - 0s 34us/step - loss: 94249.3516 - mean_absolute_error: 263.1233 - val_loss: 157829.1546 - val_mean_absolute_error: 375.6412 Epoch 3521/5000 148/148 [==============================] - 0s 27us/step - loss: 94248.8281 - mean_absolute_error: 263.1223 - val_loss: 157828.4029 - val_mean_absolute_error: 375.6402 Epoch 3522/5000 148/148 [==============================] - 0s 34us/step - loss: 94248.3203 - mean_absolute_error: 263.1213 - val_loss: 157827.6506 - val_mean_absolute_error: 375.6392 Epoch 3523/5000 148/148 [==============================] - 0s 34us/step - loss: 94247.7812 - mean_absolute_error: 263.1203 - val_loss: 157826.9138 - val_mean_absolute_error: 375.6383 Epoch 3524/5000 148/148 [==============================] - 0s 34us/step - loss: 94247.2500 - mean_absolute_error: 263.1193 - val_loss: 157826.1621 - val_mean_absolute_error: 375.6373 Epoch 3525/5000 148/148 [==============================] - 0s 34us/step - loss: 94246.7344 - mean_absolute_error: 263.1183 - val_loss: 157825.3946 - val_mean_absolute_error: 375.6363 Epoch 3526/5000 148/148 [==============================] - 0s 34us/step - loss: 94246.2109 - mean_absolute_error: 263.1173 - val_loss: 157824.6731 - val_mean_absolute_error: 375.6353 Epoch 3527/5000 148/148 [==============================] - 0s 27us/step - loss: 94245.6797 - mean_absolute_error: 263.1163 - val_loss: 157823.9213 - val_mean_absolute_error: 375.6343 Epoch 3528/5000 148/148 [==============================] - 0s 27us/step - loss: 94245.1562 - mean_absolute_error: 263.1153 - val_loss: 157823.1844 - val_mean_absolute_error: 375.6334 Epoch 3529/5000 148/148 [==============================] - 0s 27us/step - loss: 94244.6406 - mean_absolute_error: 263.1143 - val_loss: 157822.4167 - val_mean_absolute_error: 375.6324 Epoch 3530/5000 148/148 [==============================] - 0s 27us/step - loss: 94244.1172 - mean_absolute_error: 263.1133 - val_loss: 157821.6804 - val_mean_absolute_error: 375.6314 Epoch 3531/5000 148/148 [==============================] - 0s 41us/step - loss: 94243.5859 - mean_absolute_error: 263.1124 - val_loss: 157820.9129 - val_mean_absolute_error: 375.6305 Epoch 3532/5000 148/148 [==============================] - 0s 27us/step - loss: 94243.0625 - mean_absolute_error: 263.1113 - val_loss: 157820.1760 - val_mean_absolute_error: 375.6295 Epoch 3533/5000 148/148 [==============================] - 0s 34us/step - loss: 94242.5391 - mean_absolute_error: 263.1103 - val_loss: 157819.4396 - val_mean_absolute_error: 375.6285 Epoch 3534/5000 148/148 [==============================] - 0s 34us/step - loss: 94242.0156 - mean_absolute_error: 263.1093 - val_loss: 157818.6719 - val_mean_absolute_error: 375.6276 Epoch 3535/5000 148/148 [==============================] - 0s 34us/step - loss: 94241.4844 - mean_absolute_error: 263.1083 - val_loss: 157817.9196 - val_mean_absolute_error: 375.6266 Epoch 3536/5000 148/148 [==============================] - 0s 27us/step - loss: 94240.9609 - mean_absolute_error: 263.1073 - val_loss: 157817.1988 - val_mean_absolute_error: 375.6256 Epoch 3537/5000 148/148 [==============================] - 0s 34us/step - loss: 94240.4453 - mean_absolute_error: 263.1064 - val_loss: 157816.4312 - val_mean_absolute_error: 375.6247 Epoch 3538/5000 148/148 [==============================] - 0s 34us/step - loss: 94239.9141 - mean_absolute_error: 263.1054 - val_loss: 157815.6633 - val_mean_absolute_error: 375.6237 Epoch 3539/5000 148/148 [==============================] - 0s 27us/step - loss: 94239.3906 - mean_absolute_error: 263.1044 - val_loss: 157814.9425 - val_mean_absolute_error: 375.6227 Epoch 3540/5000 148/148 [==============================] - 0s 27us/step - loss: 94238.8750 - mean_absolute_error: 263.1034 - val_loss: 157814.1750 - val_mean_absolute_error: 375.6218 Epoch 3541/5000 148/148 [==============================] - 0s 27us/step - loss: 94238.3281 - mean_absolute_error: 263.1024 - val_loss: 157813.4537 - val_mean_absolute_error: 375.6208 Epoch 3542/5000 148/148 [==============================] - 0s 34us/step - loss: 94237.8203 - mean_absolute_error: 263.1014 - val_loss: 157812.6862 - val_mean_absolute_error: 375.6199 Epoch 3543/5000 148/148 [==============================] - 0s 27us/step - loss: 94237.2969 - mean_absolute_error: 263.1004 - val_loss: 157811.9340 - val_mean_absolute_error: 375.6189 Epoch 3544/5000 148/148 [==============================] - 0s 41us/step - loss: 94236.7656 - mean_absolute_error: 263.0994 - val_loss: 157811.1975 - val_mean_absolute_error: 375.6179 Epoch 3545/5000 148/148 [==============================] - 0s 34us/step - loss: 94236.2500 - mean_absolute_error: 263.0984 - val_loss: 157810.4454 - val_mean_absolute_error: 375.6169 Epoch 3546/5000 148/148 [==============================] - 0s 34us/step - loss: 94235.7188 - mean_absolute_error: 263.0974 - val_loss: 157809.6779 - val_mean_absolute_error: 375.6160 Epoch 3547/5000 148/148 [==============================] - 0s 27us/step - loss: 94235.1875 - mean_absolute_error: 263.0964 - val_loss: 157808.9569 - val_mean_absolute_error: 375.6150 Epoch 3548/5000 148/148 [==============================] - 0s 34us/step - loss: 94234.6719 - mean_absolute_error: 263.0954 - val_loss: 157808.2046 - val_mean_absolute_error: 375.6140 Epoch 3549/5000 148/148 [==============================] - 0s 27us/step - loss: 94234.1484 - mean_absolute_error: 263.0944 - val_loss: 157807.4525 - val_mean_absolute_error: 375.6130 Epoch 3550/5000 148/148 [==============================] - 0s 34us/step - loss: 94233.6172 - mean_absolute_error: 263.0934 - val_loss: 157806.7004 - val_mean_absolute_error: 375.6120 Epoch 3551/5000 148/148 [==============================] - 0s 27us/step - loss: 94233.1016 - mean_absolute_error: 263.0924 - val_loss: 157805.9329 - val_mean_absolute_error: 375.6110 Epoch 3552/5000 148/148 [==============================] - 0s 34us/step - loss: 94232.5781 - mean_absolute_error: 263.0914 - val_loss: 157805.2117 - val_mean_absolute_error: 375.6101 Epoch 3553/5000 148/148 [==============================] - 0s 27us/step - loss: 94232.0469 - mean_absolute_error: 263.0904 - val_loss: 157804.4596 - val_mean_absolute_error: 375.6091 Epoch 3554/5000 148/148 [==============================] - 0s 27us/step - loss: 94231.5234 - mean_absolute_error: 263.0894 - val_loss: 157803.7075 - val_mean_absolute_error: 375.6081 Epoch 3555/5000 148/148 [==============================] - 0s 34us/step - loss: 94231.0000 - mean_absolute_error: 263.0884 - val_loss: 157802.9554 - val_mean_absolute_error: 375.6072 Epoch 3556/5000 148/148 [==============================] - 0s 34us/step - loss: 94230.4766 - mean_absolute_error: 263.0874 - val_loss: 157802.2188 - val_mean_absolute_error: 375.6062 Epoch 3557/5000 148/148 [==============================] - 0s 27us/step - loss: 94229.9609 - mean_absolute_error: 263.0864 - val_loss: 157801.4667 - val_mean_absolute_error: 375.6052 Epoch 3558/5000 148/148 [==============================] - 0s 34us/step - loss: 94229.4219 - mean_absolute_error: 263.0854 - val_loss: 157800.7146 - val_mean_absolute_error: 375.6043 Epoch 3559/5000 148/148 [==============================] - 0s 34us/step - loss: 94228.8984 - mean_absolute_error: 263.0844 - val_loss: 157799.9625 - val_mean_absolute_error: 375.6033 Epoch 3560/5000 148/148 [==============================] - 0s 27us/step - loss: 94228.3906 - mean_absolute_error: 263.0834 - val_loss: 157799.2258 - val_mean_absolute_error: 375.6024 Epoch 3561/5000 148/148 [==============================] - 0s 27us/step - loss: 94227.8516 - mean_absolute_error: 263.0824 - val_loss: 157798.4583 - val_mean_absolute_error: 375.6014 Epoch 3562/5000 148/148 [==============================] - 0s 34us/step - loss: 94227.3281 - mean_absolute_error: 263.0814 - val_loss: 157797.7373 - val_mean_absolute_error: 375.6004 Epoch 3563/5000 148/148 [==============================] - 0s 27us/step - loss: 94226.8125 - mean_absolute_error: 263.0804 - val_loss: 157796.9696 - val_mean_absolute_error: 375.5994 Epoch 3564/5000 148/148 [==============================] - 0s 34us/step - loss: 94226.2734 - mean_absolute_error: 263.0795 - val_loss: 157796.2021 - val_mean_absolute_error: 375.5985 Epoch 3565/5000 148/148 [==============================] - 0s 41us/step - loss: 94225.7578 - mean_absolute_error: 263.0785 - val_loss: 157795.4808 - val_mean_absolute_error: 375.5975 Epoch 3566/5000 148/148 [==============================] - 0s 34us/step - loss: 94225.2344 - mean_absolute_error: 263.0775 - val_loss: 157794.7133 - val_mean_absolute_error: 375.5966 Epoch 3567/5000 148/148 [==============================] - 0s 27us/step - loss: 94224.7031 - mean_absolute_error: 263.0765 - val_loss: 157793.9612 - val_mean_absolute_error: 375.5956 Epoch 3568/5000 148/148 [==============================] - 0s 34us/step - loss: 94224.1719 - mean_absolute_error: 263.0755 - val_loss: 157793.2248 - val_mean_absolute_error: 375.5946 Epoch 3569/5000 148/148 [==============================] - 0s 34us/step - loss: 94223.6641 - mean_absolute_error: 263.0745 - val_loss: 157792.4879 - val_mean_absolute_error: 375.5936 Epoch 3570/5000 148/148 [==============================] - 0s 34us/step - loss: 94223.1406 - mean_absolute_error: 263.0735 - val_loss: 157791.7050 - val_mean_absolute_error: 375.5927 Epoch 3571/5000 148/148 [==============================] - 0s 34us/step - loss: 94222.6094 - mean_absolute_error: 263.0724 - val_loss: 157790.9840 - val_mean_absolute_error: 375.5917 Epoch 3572/5000 148/148 [==============================] - 0s 34us/step - loss: 94222.0781 - mean_absolute_error: 263.0714 - val_loss: 157790.2162 - val_mean_absolute_error: 375.5908 Epoch 3573/5000 148/148 [==============================] - 0s 41us/step - loss: 94221.5547 - mean_absolute_error: 263.0705 - val_loss: 157789.4954 - val_mean_absolute_error: 375.5898 Epoch 3574/5000 148/148 [==============================] - 0s 27us/step - loss: 94221.0469 - mean_absolute_error: 263.0695 - val_loss: 157788.7429 - val_mean_absolute_error: 375.5888 Epoch 3575/5000 148/148 [==============================] - 0s 27us/step - loss: 94220.5156 - mean_absolute_error: 263.0685 - val_loss: 157787.9908 - val_mean_absolute_error: 375.5878 Epoch 3576/5000 148/148 [==============================] - 0s 34us/step - loss: 94219.9766 - mean_absolute_error: 263.0675 - val_loss: 157787.2546 - val_mean_absolute_error: 375.5868 Epoch 3577/5000 148/148 [==============================] - 0s 27us/step - loss: 94219.4766 - mean_absolute_error: 263.0665 - val_loss: 157786.4869 - val_mean_absolute_error: 375.5859 Epoch 3578/5000 148/148 [==============================] - 0s 27us/step - loss: 94218.9375 - mean_absolute_error: 263.0655 - val_loss: 157785.7346 - val_mean_absolute_error: 375.5849 Epoch 3579/5000 148/148 [==============================] - 0s 27us/step - loss: 94218.4141 - mean_absolute_error: 263.0645 - val_loss: 157784.9983 - val_mean_absolute_error: 375.5839 Epoch 3580/5000 148/148 [==============================] - 0s 34us/step - loss: 94217.8984 - mean_absolute_error: 263.0635 - val_loss: 157784.2458 - val_mean_absolute_error: 375.5830 Epoch 3581/5000 148/148 [==============================] - 0s 27us/step - loss: 94217.3750 - mean_absolute_error: 263.0624 - val_loss: 157783.4937 - val_mean_absolute_error: 375.5820 Epoch 3582/5000 148/148 [==============================] - 0s 27us/step - loss: 94216.8359 - mean_absolute_error: 263.0615 - val_loss: 157782.7729 - val_mean_absolute_error: 375.5810 Epoch 3583/5000 148/148 [==============================] - 0s 34us/step - loss: 94216.3281 - mean_absolute_error: 263.0605 - val_loss: 157781.9898 - val_mean_absolute_error: 375.5800 Epoch 3584/5000 148/148 [==============================] - 0s 34us/step - loss: 94215.7969 - mean_absolute_error: 263.0595 - val_loss: 157781.2683 - val_mean_absolute_error: 375.5791 Epoch 3585/5000 148/148 [==============================] - 0s 34us/step - loss: 94215.2656 - mean_absolute_error: 263.0585 - val_loss: 157780.5013 - val_mean_absolute_error: 375.5781 Epoch 3586/5000 148/148 [==============================] - 0s 34us/step - loss: 94214.7500 - mean_absolute_error: 263.0575 - val_loss: 157779.7644 - val_mean_absolute_error: 375.5771 Epoch 3587/5000 148/148 [==============================] - 0s 27us/step - loss: 94214.2266 - mean_absolute_error: 263.0565 - val_loss: 157778.9967 - val_mean_absolute_error: 375.5761 Epoch 3588/5000 148/148 [==============================] - 0s 34us/step - loss: 94213.6875 - mean_absolute_error: 263.0555 - val_loss: 157778.2604 - val_mean_absolute_error: 375.5752 Epoch 3589/5000 148/148 [==============================] - 0s 27us/step - loss: 94213.1719 - mean_absolute_error: 263.0545 - val_loss: 157777.5235 - val_mean_absolute_error: 375.5743 Epoch 3590/5000 148/148 [==============================] - 0s 34us/step - loss: 94212.6484 - mean_absolute_error: 263.0536 - val_loss: 157776.7558 - val_mean_absolute_error: 375.5733 Epoch 3591/5000 148/148 [==============================] - 0s 27us/step - loss: 94212.1250 - mean_absolute_error: 263.0526 - val_loss: 157776.0196 - val_mean_absolute_error: 375.5723 Epoch 3592/5000 148/148 [==============================] - 0s 34us/step - loss: 94211.6172 - mean_absolute_error: 263.0516 - val_loss: 157775.2519 - val_mean_absolute_error: 375.5714 Epoch 3593/5000 148/148 [==============================] - 0s 34us/step - loss: 94211.0781 - mean_absolute_error: 263.0506 - val_loss: 157774.5304 - val_mean_absolute_error: 375.5703 Epoch 3594/5000 148/148 [==============================] - 0s 34us/step - loss: 94210.5469 - mean_absolute_error: 263.0495 - val_loss: 157773.7787 - val_mean_absolute_error: 375.5694 Epoch 3595/5000 148/148 [==============================] - 0s 34us/step - loss: 94210.0312 - mean_absolute_error: 263.0485 - val_loss: 157773.0267 - val_mean_absolute_error: 375.5684 Epoch 3596/5000 148/148 [==============================] - 0s 27us/step - loss: 94209.5000 - mean_absolute_error: 263.0475 - val_loss: 157772.2588 - val_mean_absolute_error: 375.5675 Epoch 3597/5000 148/148 [==============================] - 0s 41us/step - loss: 94208.9766 - mean_absolute_error: 263.0465 - val_loss: 157771.5379 - val_mean_absolute_error: 375.5665 Epoch 3598/5000 148/148 [==============================] - 0s 27us/step - loss: 94208.4609 - mean_absolute_error: 263.0456 - val_loss: 157770.7702 - val_mean_absolute_error: 375.5654 Epoch 3599/5000 148/148 [==============================] - 0s 27us/step - loss: 94207.9297 - mean_absolute_error: 263.0445 - val_loss: 157770.0179 - val_mean_absolute_error: 375.5645 Epoch 3600/5000 148/148 [==============================] - 0s 34us/step - loss: 94207.4062 - mean_absolute_error: 263.0435 - val_loss: 157769.2817 - val_mean_absolute_error: 375.5635 Epoch 3601/5000 148/148 [==============================] - 0s 34us/step - loss: 94206.8828 - mean_absolute_error: 263.0425 - val_loss: 157768.5294 - val_mean_absolute_error: 375.5626 Epoch 3602/5000 148/148 [==============================] - 0s 34us/step - loss: 94206.3594 - mean_absolute_error: 263.0416 - val_loss: 157767.7771 - val_mean_absolute_error: 375.5616 Epoch 3603/5000 148/148 [==============================] - 0s 27us/step - loss: 94205.8281 - mean_absolute_error: 263.0406 - val_loss: 157767.0254 - val_mean_absolute_error: 375.5606 Epoch 3604/5000 148/148 [==============================] - 0s 27us/step - loss: 94205.3125 - mean_absolute_error: 263.0396 - val_loss: 157766.2733 - val_mean_absolute_error: 375.5596 Epoch 3605/5000 148/148 [==============================] - 0s 27us/step - loss: 94204.7812 - mean_absolute_error: 263.0386 - val_loss: 157765.5367 - val_mean_absolute_error: 375.5587 Epoch 3606/5000 148/148 [==============================] - 0s 27us/step - loss: 94204.2734 - mean_absolute_error: 263.0375 - val_loss: 157764.8000 - val_mean_absolute_error: 375.5577 Epoch 3607/5000 148/148 [==============================] - 0s 27us/step - loss: 94203.7344 - mean_absolute_error: 263.0366 - val_loss: 157764.0323 - val_mean_absolute_error: 375.5568 Epoch 3608/5000 148/148 [==============================] - 0s 34us/step - loss: 94203.2031 - mean_absolute_error: 263.0356 - val_loss: 157763.3112 - val_mean_absolute_error: 375.5558 Epoch 3609/5000 148/148 [==============================] - 0s 34us/step - loss: 94202.6953 - mean_absolute_error: 263.0346 - val_loss: 157762.5438 - val_mean_absolute_error: 375.5548 Epoch 3610/5000 148/148 [==============================] - 0s 34us/step - loss: 94202.1719 - mean_absolute_error: 263.0336 - val_loss: 157761.7917 - val_mean_absolute_error: 375.5539 Epoch 3611/5000 148/148 [==============================] - 0s 27us/step - loss: 94201.6406 - mean_absolute_error: 263.0326 - val_loss: 157761.0552 - val_mean_absolute_error: 375.5529 Epoch 3612/5000 148/148 [==============================] - 0s 27us/step - loss: 94201.1250 - mean_absolute_error: 263.0316 - val_loss: 157760.3029 - val_mean_absolute_error: 375.5519 Epoch 3613/5000 148/148 [==============================] - 0s 34us/step - loss: 94200.5938 - mean_absolute_error: 263.0306 - val_loss: 157759.5508 - val_mean_absolute_error: 375.5510 Epoch 3614/5000 148/148 [==============================] - 0s 27us/step - loss: 94200.0703 - mean_absolute_error: 263.0296 - val_loss: 157758.7987 - val_mean_absolute_error: 375.5500 Epoch 3615/5000 148/148 [==============================] - 0s 34us/step - loss: 94199.5469 - mean_absolute_error: 263.0286 - val_loss: 157758.0621 - val_mean_absolute_error: 375.5490 Epoch 3616/5000 148/148 [==============================] - 0s 27us/step - loss: 94199.0156 - mean_absolute_error: 263.0276 - val_loss: 157757.2946 - val_mean_absolute_error: 375.5481 Epoch 3617/5000 148/148 [==============================] - 0s 34us/step - loss: 94198.4922 - mean_absolute_error: 263.0267 - val_loss: 157756.5579 - val_mean_absolute_error: 375.5471 Epoch 3618/5000 148/148 [==============================] - 0s 34us/step - loss: 94197.9766 - mean_absolute_error: 263.0256 - val_loss: 157755.8058 - val_mean_absolute_error: 375.5461 Epoch 3619/5000 148/148 [==============================] - 0s 27us/step - loss: 94197.4375 - mean_absolute_error: 263.0246 - val_loss: 157755.0692 - val_mean_absolute_error: 375.5451 Epoch 3620/5000 148/148 [==============================] - 0s 27us/step - loss: 94196.9141 - mean_absolute_error: 263.0237 - val_loss: 157754.3173 - val_mean_absolute_error: 375.5442 Epoch 3621/5000 148/148 [==============================] - 0s 34us/step - loss: 94196.3984 - mean_absolute_error: 263.0226 - val_loss: 157753.5804 - val_mean_absolute_error: 375.5432 Epoch 3622/5000 148/148 [==============================] - 0s 34us/step - loss: 94195.8750 - mean_absolute_error: 263.0216 - val_loss: 157752.7975 - val_mean_absolute_error: 375.5423 Epoch 3623/5000 148/148 [==============================] - 0s 20us/step - loss: 94195.3438 - mean_absolute_error: 263.0207 - val_loss: 157752.0763 - val_mean_absolute_error: 375.5413 Epoch 3624/5000 148/148 [==============================] - 0s 34us/step - loss: 94194.8281 - mean_absolute_error: 263.0197 - val_loss: 157751.3087 - val_mean_absolute_error: 375.5402 Epoch 3625/5000 148/148 [==============================] - 0s 27us/step - loss: 94194.3047 - mean_absolute_error: 263.0186 - val_loss: 157750.5721 - val_mean_absolute_error: 375.5393 Epoch 3626/5000 148/148 [==============================] - 0s 27us/step - loss: 94193.7656 - mean_absolute_error: 263.0177 - val_loss: 157749.8510 - val_mean_absolute_error: 375.5383 Epoch 3627/5000 148/148 [==============================] - 0s 34us/step - loss: 94193.2578 - mean_absolute_error: 263.0167 - val_loss: 157749.0679 - val_mean_absolute_error: 375.5374 Epoch 3628/5000 148/148 [==============================] - 0s 20us/step - loss: 94192.7266 - mean_absolute_error: 263.0157 - val_loss: 157748.3158 - val_mean_absolute_error: 375.5364 Epoch 3629/5000 148/148 [==============================] - 0s 20us/step - loss: 94192.1953 - mean_absolute_error: 263.0146 - val_loss: 157747.5792 - val_mean_absolute_error: 375.5354 Epoch 3630/5000 148/148 [==============================] - 0s 34us/step - loss: 94191.6797 - mean_absolute_error: 263.0136 - val_loss: 157746.8271 - val_mean_absolute_error: 375.5344 Epoch 3631/5000 148/148 [==============================] - 0s 27us/step - loss: 94191.1562 - mean_absolute_error: 263.0126 - val_loss: 157746.0750 - val_mean_absolute_error: 375.5335 Epoch 3632/5000 148/148 [==============================] - 0s 27us/step - loss: 94190.6250 - mean_absolute_error: 263.0117 - val_loss: 157745.3540 - val_mean_absolute_error: 375.5325 Epoch 3633/5000 148/148 [==============================] - 0s 34us/step - loss: 94190.1094 - mean_absolute_error: 263.0107 - val_loss: 157744.5862 - val_mean_absolute_error: 375.5316 Epoch 3634/5000 148/148 [==============================] - 0s 27us/step - loss: 94189.5859 - mean_absolute_error: 263.0097 - val_loss: 157743.8342 - val_mean_absolute_error: 375.5306 Epoch 3635/5000 148/148 [==============================] - 0s 41us/step - loss: 94189.0469 - mean_absolute_error: 263.0087 - val_loss: 157743.0823 - val_mean_absolute_error: 375.5296 Epoch 3636/5000 148/148 [==============================] - 0s 41us/step - loss: 94188.5312 - mean_absolute_error: 263.0077 - val_loss: 157742.3300 - val_mean_absolute_error: 375.5286 Epoch 3637/5000 148/148 [==============================] - 0s 34us/step - loss: 94188.0078 - mean_absolute_error: 263.0067 - val_loss: 157741.6092 - val_mean_absolute_error: 375.5277 Epoch 3638/5000 148/148 [==============================] - 0s 27us/step - loss: 94187.4844 - mean_absolute_error: 263.0057 - val_loss: 157740.8569 - val_mean_absolute_error: 375.5267 Epoch 3639/5000 148/148 [==============================] - 0s 34us/step - loss: 94186.9609 - mean_absolute_error: 263.0047 - val_loss: 157740.1046 - val_mean_absolute_error: 375.5257 Epoch 3640/5000 148/148 [==============================] - 0s 34us/step - loss: 94186.4297 - mean_absolute_error: 263.0037 - val_loss: 157739.3529 - val_mean_absolute_error: 375.5248 Epoch 3641/5000 148/148 [==============================] - 0s 34us/step - loss: 94185.9219 - mean_absolute_error: 263.0027 - val_loss: 157738.5852 - val_mean_absolute_error: 375.5238 Epoch 3642/5000 148/148 [==============================] - 0s 34us/step - loss: 94185.3906 - mean_absolute_error: 263.0017 - val_loss: 157737.8483 - val_mean_absolute_error: 375.5228 Epoch 3643/5000 148/148 [==============================] - 0s 34us/step - loss: 94184.8594 - mean_absolute_error: 263.0007 - val_loss: 157737.1121 - val_mean_absolute_error: 375.5219 Epoch 3644/5000 148/148 [==============================] - 0s 34us/step - loss: 94184.3438 - mean_absolute_error: 262.9997 - val_loss: 157736.3446 - val_mean_absolute_error: 375.5209 Epoch 3645/5000 148/148 [==============================] - 0s 27us/step - loss: 94183.8203 - mean_absolute_error: 262.9987 - val_loss: 157735.6077 - val_mean_absolute_error: 375.5199 Epoch 3646/5000 148/148 [==============================] - 0s 41us/step - loss: 94183.2812 - mean_absolute_error: 262.9977 - val_loss: 157734.8404 - val_mean_absolute_error: 375.5189 Epoch 3647/5000 148/148 [==============================] - 0s 34us/step - loss: 94182.7734 - mean_absolute_error: 262.9967 - val_loss: 157734.1190 - val_mean_absolute_error: 375.5179 Epoch 3648/5000 148/148 [==============================] - 0s 27us/step - loss: 94182.2344 - mean_absolute_error: 262.9957 - val_loss: 157733.3358 - val_mean_absolute_error: 375.5169 Epoch 3649/5000 148/148 [==============================] - 0s 34us/step - loss: 94181.7188 - mean_absolute_error: 262.9947 - val_loss: 157732.6150 - val_mean_absolute_error: 375.5160 Epoch 3650/5000 148/148 [==============================] - 0s 34us/step - loss: 94181.1953 - mean_absolute_error: 262.9937 - val_loss: 157731.8629 - val_mean_absolute_error: 375.5150 Epoch 3651/5000 148/148 [==============================] - 0s 34us/step - loss: 94180.6719 - mean_absolute_error: 262.9927 - val_loss: 157731.1104 - val_mean_absolute_error: 375.5140 Epoch 3652/5000 148/148 [==============================] - 0s 34us/step - loss: 94180.1484 - mean_absolute_error: 262.9917 - val_loss: 157730.3896 - val_mean_absolute_error: 375.5131 Epoch 3653/5000 148/148 [==============================] - 0s 34us/step - loss: 94179.6250 - mean_absolute_error: 262.9908 - val_loss: 157729.6221 - val_mean_absolute_error: 375.5121 Epoch 3654/5000 148/148 [==============================] - 0s 34us/step - loss: 94179.1016 - mean_absolute_error: 262.9897 - val_loss: 157728.8698 - val_mean_absolute_error: 375.5111 Epoch 3655/5000 148/148 [==============================] - 0s 27us/step - loss: 94178.5703 - mean_absolute_error: 262.9887 - val_loss: 157728.1179 - val_mean_absolute_error: 375.5102 Epoch 3656/5000 148/148 [==============================] - 0s 34us/step - loss: 94178.0547 - mean_absolute_error: 262.9877 - val_loss: 157727.3658 - val_mean_absolute_error: 375.5092 Epoch 3657/5000 148/148 [==============================] - 0s 34us/step - loss: 94177.5234 - mean_absolute_error: 262.9868 - val_loss: 157726.6133 - val_mean_absolute_error: 375.5082 Epoch 3658/5000 148/148 [==============================] - 0s 27us/step - loss: 94177.0000 - mean_absolute_error: 262.9857 - val_loss: 157725.8925 - val_mean_absolute_error: 375.5073 Epoch 3659/5000 148/148 [==============================] - 0s 27us/step - loss: 94176.4766 - mean_absolute_error: 262.9848 - val_loss: 157725.1250 - val_mean_absolute_error: 375.5064 Epoch 3660/5000 148/148 [==============================] - 0s 34us/step - loss: 94175.9531 - mean_absolute_error: 262.9838 - val_loss: 157724.3727 - val_mean_absolute_error: 375.5054 Epoch 3661/5000 148/148 [==============================] - 0s 27us/step - loss: 94175.4219 - mean_absolute_error: 262.9828 - val_loss: 157723.6363 - val_mean_absolute_error: 375.5044 Epoch 3662/5000 148/148 [==============================] - 0s 27us/step - loss: 94174.9062 - mean_absolute_error: 262.9818 - val_loss: 157722.8687 - val_mean_absolute_error: 375.5034 Epoch 3663/5000 148/148 [==============================] - 0s 27us/step - loss: 94174.3750 - mean_absolute_error: 262.9808 - val_loss: 157722.1473 - val_mean_absolute_error: 375.5025 Epoch 3664/5000 148/148 [==============================] - 0s 34us/step - loss: 94173.8516 - mean_absolute_error: 262.9798 - val_loss: 157721.3954 - val_mean_absolute_error: 375.5015 Epoch 3665/5000 148/148 [==============================] - 0s 27us/step - loss: 94173.3281 - mean_absolute_error: 262.9788 - val_loss: 157720.6279 - val_mean_absolute_error: 375.5005 Epoch 3666/5000 148/148 [==============================] - 0s 34us/step - loss: 94172.8047 - mean_absolute_error: 262.9778 - val_loss: 157719.8910 - val_mean_absolute_error: 375.4995 Epoch 3667/5000 148/148 [==============================] - 0s 34us/step - loss: 94172.2734 - mean_absolute_error: 262.9768 - val_loss: 157719.1392 - val_mean_absolute_error: 375.4986 Epoch 3668/5000 148/148 [==============================] - 0s 34us/step - loss: 94171.7656 - mean_absolute_error: 262.9758 - val_loss: 157718.4025 - val_mean_absolute_error: 375.4976 Epoch 3669/5000 148/148 [==============================] - 0s 34us/step - loss: 94171.2266 - mean_absolute_error: 262.9748 - val_loss: 157717.6506 - val_mean_absolute_error: 375.4967 Epoch 3670/5000 148/148 [==============================] - 0s 27us/step - loss: 94170.7188 - mean_absolute_error: 262.9738 - val_loss: 157716.8983 - val_mean_absolute_error: 375.4957 Epoch 3671/5000 148/148 [==============================] - 0s 34us/step - loss: 94170.1875 - mean_absolute_error: 262.9728 - val_loss: 157716.1462 - val_mean_absolute_error: 375.4947 Epoch 3672/5000 148/148 [==============================] - 0s 34us/step - loss: 94169.6562 - mean_absolute_error: 262.9719 - val_loss: 157715.4098 - val_mean_absolute_error: 375.4938 Epoch 3673/5000 148/148 [==============================] - 0s 34us/step - loss: 94169.1484 - mean_absolute_error: 262.9708 - val_loss: 157714.6421 - val_mean_absolute_error: 375.4927 Epoch 3674/5000 148/148 [==============================] - 0s 41us/step - loss: 94168.6094 - mean_absolute_error: 262.9698 - val_loss: 157713.9054 - val_mean_absolute_error: 375.4917 Epoch 3675/5000 148/148 [==============================] - 0s 41us/step - loss: 94168.0859 - mean_absolute_error: 262.9688 - val_loss: 157713.1690 - val_mean_absolute_error: 375.4908 Epoch 3676/5000 148/148 [==============================] - 0s 34us/step - loss: 94167.5781 - mean_absolute_error: 262.9678 - val_loss: 157712.4012 - val_mean_absolute_error: 375.4898 Epoch 3677/5000 148/148 [==============================] - 0s 41us/step - loss: 94167.0391 - mean_absolute_error: 262.9669 - val_loss: 157711.6646 - val_mean_absolute_error: 375.4889 Epoch 3678/5000 148/148 [==============================] - 0s 34us/step - loss: 94166.5156 - mean_absolute_error: 262.9658 - val_loss: 157710.9129 - val_mean_absolute_error: 375.4879 Epoch 3679/5000 148/148 [==============================] - 0s 27us/step - loss: 94166.0000 - mean_absolute_error: 262.9648 - val_loss: 157710.1606 - val_mean_absolute_error: 375.4869 Epoch 3680/5000 148/148 [==============================] - 0s 34us/step - loss: 94165.4688 - mean_absolute_error: 262.9638 - val_loss: 157709.4083 - val_mean_absolute_error: 375.4859 Epoch 3681/5000 148/148 [==============================] - 0s 27us/step - loss: 94164.9375 - mean_absolute_error: 262.9628 - val_loss: 157708.6565 - val_mean_absolute_error: 375.4850 Epoch 3682/5000 148/148 [==============================] - 0s 27us/step - loss: 94164.4219 - mean_absolute_error: 262.9618 - val_loss: 157707.9196 - val_mean_absolute_error: 375.4840 Epoch 3683/5000 148/148 [==============================] - 0s 47us/step - loss: 94163.9062 - mean_absolute_error: 262.9608 - val_loss: 157707.1521 - val_mean_absolute_error: 375.4830 Epoch 3684/5000 148/148 [==============================] - 0s 27us/step - loss: 94163.3672 - mean_absolute_error: 262.9598 - val_loss: 157706.4312 - val_mean_absolute_error: 375.4821 Epoch 3685/5000 148/148 [==============================] - 0s 34us/step - loss: 94162.8516 - mean_absolute_error: 262.9589 - val_loss: 157705.6787 - val_mean_absolute_error: 375.4811 Epoch 3686/5000 148/148 [==============================] - 0s 41us/step - loss: 94162.3281 - mean_absolute_error: 262.9579 - val_loss: 157704.9113 - val_mean_absolute_error: 375.4802 Epoch 3687/5000 148/148 [==============================] - 0s 27us/step - loss: 94161.7891 - mean_absolute_error: 262.9569 - val_loss: 157704.1904 - val_mean_absolute_error: 375.4792 Epoch 3688/5000 148/148 [==============================] - 0s 27us/step - loss: 94161.2734 - mean_absolute_error: 262.9559 - val_loss: 157703.4381 - val_mean_absolute_error: 375.4782 Epoch 3689/5000 148/148 [==============================] - 0s 34us/step - loss: 94160.7500 - mean_absolute_error: 262.9549 - val_loss: 157702.6704 - val_mean_absolute_error: 375.4772 Epoch 3690/5000 148/148 [==============================] - 0s 27us/step - loss: 94160.2266 - mean_absolute_error: 262.9539 - val_loss: 157701.9342 - val_mean_absolute_error: 375.4763 Epoch 3691/5000 148/148 [==============================] - 0s 34us/step - loss: 94159.7109 - mean_absolute_error: 262.9529 - val_loss: 157701.1663 - val_mean_absolute_error: 375.4753 Epoch 3692/5000 148/148 [==============================] - 0s 34us/step - loss: 94159.1719 - mean_absolute_error: 262.9518 - val_loss: 157700.4450 - val_mean_absolute_error: 375.4743 Epoch 3693/5000 148/148 [==============================] - 0s 27us/step - loss: 94158.6641 - mean_absolute_error: 262.9508 - val_loss: 157699.6933 - val_mean_absolute_error: 375.4734 Epoch 3694/5000 148/148 [==============================] - 0s 34us/step - loss: 94158.1250 - mean_absolute_error: 262.9499 - val_loss: 157698.9256 - val_mean_absolute_error: 375.4724 Epoch 3695/5000 148/148 [==============================] - 0s 34us/step - loss: 94157.6094 - mean_absolute_error: 262.9489 - val_loss: 157698.1888 - val_mean_absolute_error: 375.4714 Epoch 3696/5000 148/148 [==============================] - 0s 27us/step - loss: 94157.0781 - mean_absolute_error: 262.9479 - val_loss: 157697.4525 - val_mean_absolute_error: 375.4704 Epoch 3697/5000 148/148 [==============================] - 0s 34us/step - loss: 94156.5625 - mean_absolute_error: 262.9469 - val_loss: 157696.7002 - val_mean_absolute_error: 375.4694 Epoch 3698/5000 148/148 [==============================] - 0s 34us/step - loss: 94156.0312 - mean_absolute_error: 262.9459 - val_loss: 157695.9479 - val_mean_absolute_error: 375.4684 Epoch 3699/5000 148/148 [==============================] - 0s 27us/step - loss: 94155.5078 - mean_absolute_error: 262.9449 - val_loss: 157695.1963 - val_mean_absolute_error: 375.4675 Epoch 3700/5000 148/148 [==============================] - 0s 34us/step - loss: 94154.9922 - mean_absolute_error: 262.9439 - val_loss: 157694.4594 - val_mean_absolute_error: 375.4665 Epoch 3701/5000 148/148 [==============================] - 0s 27us/step - loss: 94154.4609 - mean_absolute_error: 262.9429 - val_loss: 157693.7229 - val_mean_absolute_error: 375.4655 Epoch 3702/5000 148/148 [==============================] - 0s 34us/step - loss: 94153.9453 - mean_absolute_error: 262.9419 - val_loss: 157692.9554 - val_mean_absolute_error: 375.4646 Epoch 3703/5000 148/148 [==============================] - 0s 34us/step - loss: 94153.4141 - mean_absolute_error: 262.9409 - val_loss: 157692.2185 - val_mean_absolute_error: 375.4636 Epoch 3704/5000 148/148 [==============================] - 0s 27us/step - loss: 94152.8828 - mean_absolute_error: 262.9399 - val_loss: 157691.4513 - val_mean_absolute_error: 375.4627 Epoch 3705/5000 148/148 [==============================] - 0s 27us/step - loss: 94152.3750 - mean_absolute_error: 262.9389 - val_loss: 157690.7146 - val_mean_absolute_error: 375.4617 Epoch 3706/5000 148/148 [==============================] - 0s 27us/step - loss: 94151.8359 - mean_absolute_error: 262.9379 - val_loss: 157689.9779 - val_mean_absolute_error: 375.4607 Epoch 3707/5000 148/148 [==============================] - 0s 34us/step - loss: 94151.3203 - mean_absolute_error: 262.9369 - val_loss: 157689.2106 - val_mean_absolute_error: 375.4598 Epoch 3708/5000 148/148 [==============================] - 0s 34us/step - loss: 94150.7969 - mean_absolute_error: 262.9359 - val_loss: 157688.4738 - val_mean_absolute_error: 375.4588 Epoch 3709/5000 148/148 [==============================] - 0s 34us/step - loss: 94150.2734 - mean_absolute_error: 262.9349 - val_loss: 157687.7060 - val_mean_absolute_error: 375.4578 Epoch 3710/5000 148/148 [==============================] - 0s 27us/step - loss: 94149.7422 - mean_absolute_error: 262.9339 - val_loss: 157686.9850 - val_mean_absolute_error: 375.4569 Epoch 3711/5000 148/148 [==============================] - 0s 27us/step - loss: 94149.2266 - mean_absolute_error: 262.9330 - val_loss: 157686.2329 - val_mean_absolute_error: 375.4559 Epoch 3712/5000 148/148 [==============================] - 0s 34us/step - loss: 94148.6875 - mean_absolute_error: 262.9320 - val_loss: 157685.4654 - val_mean_absolute_error: 375.4550 Epoch 3713/5000 148/148 [==============================] - 0s 27us/step - loss: 94148.1719 - mean_absolute_error: 262.9310 - val_loss: 157684.7290 - val_mean_absolute_error: 375.4540 Epoch 3714/5000 148/148 [==============================] - 0s 27us/step - loss: 94147.6641 - mean_absolute_error: 262.9300 - val_loss: 157683.9921 - val_mean_absolute_error: 375.4530 Epoch 3715/5000 148/148 [==============================] - 0s 34us/step - loss: 94147.1250 - mean_absolute_error: 262.9290 - val_loss: 157683.2092 - val_mean_absolute_error: 375.4520 Epoch 3716/5000 148/148 [==============================] - 0s 34us/step - loss: 94146.6016 - mean_absolute_error: 262.9279 - val_loss: 157682.4881 - val_mean_absolute_error: 375.4511 Epoch 3717/5000 148/148 [==============================] - 0s 27us/step - loss: 94146.0781 - mean_absolute_error: 262.9270 - val_loss: 157681.7358 - val_mean_absolute_error: 375.4501 Epoch 3718/5000 148/148 [==============================] - 0s 34us/step - loss: 94145.5625 - mean_absolute_error: 262.9260 - val_loss: 157680.9838 - val_mean_absolute_error: 375.4491 Epoch 3719/5000 148/148 [==============================] - 0s 27us/step - loss: 94145.0234 - mean_absolute_error: 262.9250 - val_loss: 157680.2319 - val_mean_absolute_error: 375.4482 Epoch 3720/5000 148/148 [==============================] - 0s 27us/step - loss: 94144.5156 - mean_absolute_error: 262.9240 - val_loss: 157679.4796 - val_mean_absolute_error: 375.4472 Epoch 3721/5000 148/148 [==============================] - 0s 41us/step - loss: 94143.9766 - mean_absolute_error: 262.9230 - val_loss: 157678.7429 - val_mean_absolute_error: 375.4462 Epoch 3722/5000 148/148 [==============================] - 0s 27us/step - loss: 94143.4531 - mean_absolute_error: 262.9220 - val_loss: 157678.0065 - val_mean_absolute_error: 375.4452 Epoch 3723/5000 148/148 [==============================] - 0s 34us/step - loss: 94142.9297 - mean_absolute_error: 262.9210 - val_loss: 157677.2387 - val_mean_absolute_error: 375.4442 Epoch 3724/5000 148/148 [==============================] - 0s 27us/step - loss: 94142.4062 - mean_absolute_error: 262.9200 - val_loss: 157676.4867 - val_mean_absolute_error: 375.4433 Epoch 3725/5000 148/148 [==============================] - 0s 34us/step - loss: 94141.8750 - mean_absolute_error: 262.9190 - val_loss: 157675.7504 - val_mean_absolute_error: 375.4423 Epoch 3726/5000 148/148 [==============================] - 0s 27us/step - loss: 94141.3672 - mean_absolute_error: 262.9180 - val_loss: 157674.9825 - val_mean_absolute_error: 375.4413 Epoch 3727/5000 148/148 [==============================] - 0s 34us/step - loss: 94140.8281 - mean_absolute_error: 262.9170 - val_loss: 157674.2613 - val_mean_absolute_error: 375.4403 Epoch 3728/5000 148/148 [==============================] - 0s 27us/step - loss: 94140.3125 - mean_absolute_error: 262.9160 - val_loss: 157673.4940 - val_mean_absolute_error: 375.4394 Epoch 3729/5000 148/148 [==============================] - 0s 27us/step - loss: 94139.7891 - mean_absolute_error: 262.9150 - val_loss: 157672.7571 - val_mean_absolute_error: 375.4384 Epoch 3730/5000 148/148 [==============================] - 0s 41us/step - loss: 94139.2578 - mean_absolute_error: 262.9140 - val_loss: 157672.0050 - val_mean_absolute_error: 375.4374 Epoch 3731/5000 148/148 [==============================] - 0s 27us/step - loss: 94138.7266 - mean_absolute_error: 262.9130 - val_loss: 157671.2533 - val_mean_absolute_error: 375.4365 Epoch 3732/5000 148/148 [==============================] - 0s 27us/step - loss: 94138.2266 - mean_absolute_error: 262.9120 - val_loss: 157670.5008 - val_mean_absolute_error: 375.4355 Epoch 3733/5000 148/148 [==============================] - 0s 41us/step - loss: 94137.6875 - mean_absolute_error: 262.9110 - val_loss: 157669.7646 - val_mean_absolute_error: 375.4346 Epoch 3734/5000 148/148 [==============================] - 0s 27us/step - loss: 94137.1719 - mean_absolute_error: 262.9101 - val_loss: 157669.0279 - val_mean_absolute_error: 375.4336 Epoch 3735/5000 148/148 [==============================] - 0s 27us/step - loss: 94136.6484 - mean_absolute_error: 262.9090 - val_loss: 157668.2602 - val_mean_absolute_error: 375.4326 Epoch 3736/5000 148/148 [==============================] - 0s 34us/step - loss: 94136.1250 - mean_absolute_error: 262.9081 - val_loss: 157667.5237 - val_mean_absolute_error: 375.4317 Epoch 3737/5000 148/148 [==============================] - 0s 27us/step - loss: 94135.6094 - mean_absolute_error: 262.9070 - val_loss: 157666.7717 - val_mean_absolute_error: 375.4307 Epoch 3738/5000 148/148 [==============================] - 0s 27us/step - loss: 94135.0781 - mean_absolute_error: 262.9061 - val_loss: 157666.0194 - val_mean_absolute_error: 375.4297 Epoch 3739/5000 148/148 [==============================] - 0s 34us/step - loss: 94134.5391 - mean_absolute_error: 262.9051 - val_loss: 157665.2675 - val_mean_absolute_error: 375.4288 Epoch 3740/5000 148/148 [==============================] - 0s 34us/step - loss: 94134.0234 - mean_absolute_error: 262.9041 - val_loss: 157664.5308 - val_mean_absolute_error: 375.4277 Epoch 3741/5000 148/148 [==============================] - 0s 34us/step - loss: 94133.5000 - mean_absolute_error: 262.9030 - val_loss: 157663.7785 - val_mean_absolute_error: 375.4268 Epoch 3742/5000 148/148 [==============================] - 0s 41us/step - loss: 94132.9766 - mean_absolute_error: 262.9020 - val_loss: 157663.0421 - val_mean_absolute_error: 375.4258 Epoch 3743/5000 148/148 [==============================] - 0s 27us/step - loss: 94132.4688 - mean_absolute_error: 262.9011 - val_loss: 157662.2746 - val_mean_absolute_error: 375.4249 Epoch 3744/5000 148/148 [==============================] - 0s 27us/step - loss: 94131.9297 - mean_absolute_error: 262.9001 - val_loss: 157661.5225 - val_mean_absolute_error: 375.4238 Epoch 3745/5000 148/148 [==============================] - 0s 27us/step - loss: 94131.3984 - mean_absolute_error: 262.8990 - val_loss: 157660.8012 - val_mean_absolute_error: 375.4229 Epoch 3746/5000 148/148 [==============================] - 0s 34us/step - loss: 94130.8750 - mean_absolute_error: 262.8980 - val_loss: 157660.0338 - val_mean_absolute_error: 375.4219 Epoch 3747/5000 148/148 [==============================] - 0s 34us/step - loss: 94130.3516 - mean_absolute_error: 262.8971 - val_loss: 157659.2815 - val_mean_absolute_error: 375.4209 Epoch 3748/5000 148/148 [==============================] - 0s 27us/step - loss: 94129.8281 - mean_absolute_error: 262.8961 - val_loss: 157658.5604 - val_mean_absolute_error: 375.4200 Epoch 3749/5000 148/148 [==============================] - 0s 27us/step - loss: 94129.3125 - mean_absolute_error: 262.8951 - val_loss: 157657.8083 - val_mean_absolute_error: 375.4190 Epoch 3750/5000 148/148 [==============================] - 0s 34us/step - loss: 94128.7734 - mean_absolute_error: 262.8941 - val_loss: 157657.0562 - val_mean_absolute_error: 375.4180 Epoch 3751/5000 148/148 [==============================] - 0s 27us/step - loss: 94128.2500 - mean_absolute_error: 262.8931 - val_loss: 157656.3042 - val_mean_absolute_error: 375.4171 Epoch 3752/5000 148/148 [==============================] - 0s 34us/step - loss: 94127.7422 - mean_absolute_error: 262.8920 - val_loss: 157655.5367 - val_mean_absolute_error: 375.4161 Epoch 3753/5000 148/148 [==============================] - 0s 27us/step - loss: 94127.2188 - mean_absolute_error: 262.8911 - val_loss: 157654.8000 - val_mean_absolute_error: 375.4151 Epoch 3754/5000 148/148 [==============================] - 0s 34us/step - loss: 94126.6875 - mean_absolute_error: 262.8901 - val_loss: 157654.0635 - val_mean_absolute_error: 375.4142 Epoch 3755/5000 148/148 [==============================] - 0s 34us/step - loss: 94126.1719 - mean_absolute_error: 262.8891 - val_loss: 157653.2958 - val_mean_absolute_error: 375.4132 Epoch 3756/5000 148/148 [==============================] - 0s 27us/step - loss: 94125.6406 - mean_absolute_error: 262.8881 - val_loss: 157652.5592 - val_mean_absolute_error: 375.4122 Epoch 3757/5000 148/148 [==============================] - 0s 27us/step - loss: 94125.1094 - mean_absolute_error: 262.8871 - val_loss: 157651.8071 - val_mean_absolute_error: 375.4113 Epoch 3758/5000 148/148 [==============================] - 0s 34us/step - loss: 94124.5938 - mean_absolute_error: 262.8861 - val_loss: 157651.0550 - val_mean_absolute_error: 375.4103 Epoch 3759/5000 148/148 [==============================] - 0s 34us/step - loss: 94124.0547 - mean_absolute_error: 262.8851 - val_loss: 157650.2875 - val_mean_absolute_error: 375.4093 Epoch 3760/5000 148/148 [==============================] - 0s 27us/step - loss: 94123.5391 - mean_absolute_error: 262.8841 - val_loss: 157649.5665 - val_mean_absolute_error: 375.4084 Epoch 3761/5000 148/148 [==============================] - 0s 27us/step - loss: 94123.0234 - mean_absolute_error: 262.8831 - val_loss: 157648.8142 - val_mean_absolute_error: 375.4074 Epoch 3762/5000 148/148 [==============================] - 0s 27us/step - loss: 94122.5000 - mean_absolute_error: 262.8821 - val_loss: 157648.0621 - val_mean_absolute_error: 375.4065 Epoch 3763/5000 148/148 [==============================] - 0s 34us/step - loss: 94121.9688 - mean_absolute_error: 262.8812 - val_loss: 157647.3102 - val_mean_absolute_error: 375.4055 Epoch 3764/5000 148/148 [==============================] - 0s 34us/step - loss: 94121.4531 - mean_absolute_error: 262.8802 - val_loss: 157646.5733 - val_mean_absolute_error: 375.4045 Epoch 3765/5000 148/148 [==============================] - 0s 27us/step - loss: 94120.9219 - mean_absolute_error: 262.8791 - val_loss: 157645.8217 - val_mean_absolute_error: 375.4035 Epoch 3766/5000 148/148 [==============================] - 0s 34us/step - loss: 94120.4062 - mean_absolute_error: 262.8781 - val_loss: 157645.0848 - val_mean_absolute_error: 375.4026 Epoch 3767/5000 148/148 [==============================] - 0s 27us/step - loss: 94119.8750 - mean_absolute_error: 262.8772 - val_loss: 157644.3171 - val_mean_absolute_error: 375.4016 Epoch 3768/5000 148/148 [==============================] - 0s 27us/step - loss: 94119.3516 - mean_absolute_error: 262.8761 - val_loss: 157643.5808 - val_mean_absolute_error: 375.4007 Epoch 3769/5000 148/148 [==============================] - 0s 27us/step - loss: 94118.8281 - mean_absolute_error: 262.8752 - val_loss: 157642.8285 - val_mean_absolute_error: 375.3997 Epoch 3770/5000 148/148 [==============================] - 0s 27us/step - loss: 94118.3047 - mean_absolute_error: 262.8742 - val_loss: 157642.0763 - val_mean_absolute_error: 375.3986 Epoch 3771/5000 148/148 [==============================] - 0s 27us/step - loss: 94117.7734 - mean_absolute_error: 262.8731 - val_loss: 157641.3554 - val_mean_absolute_error: 375.3977 Epoch 3772/5000 148/148 [==============================] - 0s 34us/step - loss: 94117.2656 - mean_absolute_error: 262.8722 - val_loss: 157640.6033 - val_mean_absolute_error: 375.3967 Epoch 3773/5000 148/148 [==============================] - 0s 34us/step - loss: 94116.7344 - mean_absolute_error: 262.8712 - val_loss: 157639.8356 - val_mean_absolute_error: 375.3957 Epoch 3774/5000 148/148 [==============================] - 0s 34us/step - loss: 94116.2109 - mean_absolute_error: 262.8702 - val_loss: 157639.0992 - val_mean_absolute_error: 375.3948 Epoch 3775/5000 148/148 [==============================] - 0s 34us/step - loss: 94115.6875 - mean_absolute_error: 262.8692 - val_loss: 157638.3471 - val_mean_absolute_error: 375.3938 Epoch 3776/5000 148/148 [==============================] - 0s 34us/step - loss: 94115.1641 - mean_absolute_error: 262.8681 - val_loss: 157637.5794 - val_mean_absolute_error: 375.3928 Epoch 3777/5000 148/148 [==============================] - 0s 34us/step - loss: 94114.6328 - mean_absolute_error: 262.8671 - val_loss: 157636.8583 - val_mean_absolute_error: 375.3919 Epoch 3778/5000 148/148 [==============================] - 0s 34us/step - loss: 94114.1172 - mean_absolute_error: 262.8661 - val_loss: 157636.1063 - val_mean_absolute_error: 375.3909 Epoch 3779/5000 148/148 [==============================] - 0s 34us/step - loss: 94113.5781 - mean_absolute_error: 262.8651 - val_loss: 157635.3540 - val_mean_absolute_error: 375.3899 Epoch 3780/5000 148/148 [==============================] - 0s 34us/step - loss: 94113.0703 - mean_absolute_error: 262.8642 - val_loss: 157634.6021 - val_mean_absolute_error: 375.3890 Epoch 3781/5000 148/148 [==============================] - 0s 27us/step - loss: 94112.5391 - mean_absolute_error: 262.8632 - val_loss: 157633.8500 - val_mean_absolute_error: 375.3880 Epoch 3782/5000 148/148 [==============================] - 0s 27us/step - loss: 94112.0234 - mean_absolute_error: 262.8622 - val_loss: 157633.1131 - val_mean_absolute_error: 375.3870 Epoch 3783/5000 148/148 [==============================] - 0s 34us/step - loss: 94111.4844 - mean_absolute_error: 262.8612 - val_loss: 157632.3612 - val_mean_absolute_error: 375.3860 Epoch 3784/5000 148/148 [==============================] - 0s 27us/step - loss: 94110.9766 - mean_absolute_error: 262.8602 - val_loss: 157631.6092 - val_mean_absolute_error: 375.3851 Epoch 3785/5000 148/148 [==============================] - 0s 34us/step - loss: 94110.4453 - mean_absolute_error: 262.8592 - val_loss: 157630.8571 - val_mean_absolute_error: 375.3841 Epoch 3786/5000 148/148 [==============================] - 0s 27us/step - loss: 94109.9062 - mean_absolute_error: 262.8582 - val_loss: 157630.1204 - val_mean_absolute_error: 375.3831 Epoch 3787/5000 148/148 [==============================] - 0s 27us/step - loss: 94109.4062 - mean_absolute_error: 262.8572 - val_loss: 157629.3838 - val_mean_absolute_error: 375.3822 Epoch 3788/5000 148/148 [==============================] - 0s 34us/step - loss: 94108.8750 - mean_absolute_error: 262.8563 - val_loss: 157628.6160 - val_mean_absolute_error: 375.3812 Epoch 3789/5000 148/148 [==============================] - 0s 27us/step - loss: 94108.3438 - mean_absolute_error: 262.8552 - val_loss: 157627.8642 - val_mean_absolute_error: 375.3802 Epoch 3790/5000 148/148 [==============================] - 0s 27us/step - loss: 94107.8359 - mean_absolute_error: 262.8542 - val_loss: 157627.1275 - val_mean_absolute_error: 375.3793 Epoch 3791/5000 148/148 [==============================] - 0s 41us/step - loss: 94107.2969 - mean_absolute_error: 262.8532 - val_loss: 157626.3600 - val_mean_absolute_error: 375.3783 Epoch 3792/5000 148/148 [==============================] - 0s 27us/step - loss: 94106.7734 - mean_absolute_error: 262.8522 - val_loss: 157625.6235 - val_mean_absolute_error: 375.3773 Epoch 3793/5000 148/148 [==============================] - 0s 34us/step - loss: 94106.2578 - mean_absolute_error: 262.8513 - val_loss: 157624.8867 - val_mean_absolute_error: 375.3763 Epoch 3794/5000 148/148 [==============================] - 0s 34us/step - loss: 94105.7266 - mean_absolute_error: 262.8503 - val_loss: 157624.1192 - val_mean_absolute_error: 375.3753 Epoch 3795/5000 148/148 [==============================] - 0s 34us/step - loss: 94105.2031 - mean_absolute_error: 262.8492 - val_loss: 157623.3979 - val_mean_absolute_error: 375.3743 Epoch 3796/5000 148/148 [==============================] - 0s 34us/step - loss: 94104.6797 - mean_absolute_error: 262.8482 - val_loss: 157622.6150 - val_mean_absolute_error: 375.3734 Epoch 3797/5000 148/148 [==============================] - 0s 27us/step - loss: 94104.1484 - mean_absolute_error: 262.8473 - val_loss: 157621.8942 - val_mean_absolute_error: 375.3725 Epoch 3798/5000 148/148 [==============================] - 0s 27us/step - loss: 94103.6406 - mean_absolute_error: 262.8462 - val_loss: 157621.1419 - val_mean_absolute_error: 375.3715 Epoch 3799/5000 148/148 [==============================] - 0s 27us/step - loss: 94103.1172 - mean_absolute_error: 262.8452 - val_loss: 157620.3896 - val_mean_absolute_error: 375.3705 Epoch 3800/5000 148/148 [==============================] - 0s 27us/step - loss: 94102.5781 - mean_absolute_error: 262.8442 - val_loss: 157619.6688 - val_mean_absolute_error: 375.3695 Epoch 3801/5000 148/148 [==============================] - 0s 34us/step - loss: 94102.0781 - mean_absolute_error: 262.8432 - val_loss: 157618.9010 - val_mean_absolute_error: 375.3685 Epoch 3802/5000 148/148 [==============================] - 0s 27us/step - loss: 94101.5391 - mean_absolute_error: 262.8422 - val_loss: 157618.1487 - val_mean_absolute_error: 375.3676 Epoch 3803/5000 148/148 [==============================] - 0s 41us/step - loss: 94101.0078 - mean_absolute_error: 262.8412 - val_loss: 157617.3971 - val_mean_absolute_error: 375.3667 Epoch 3804/5000 148/148 [==============================] - 0s 34us/step - loss: 94100.4922 - mean_absolute_error: 262.8402 - val_loss: 157616.6450 - val_mean_absolute_error: 375.3657 Epoch 3805/5000 148/148 [==============================] - 0s 34us/step - loss: 94099.9766 - mean_absolute_error: 262.8393 - val_loss: 157615.8927 - val_mean_absolute_error: 375.3647 Epoch 3806/5000 148/148 [==============================] - 0s 27us/step - loss: 94099.4375 - mean_absolute_error: 262.8383 - val_loss: 157615.1717 - val_mean_absolute_error: 375.3638 Epoch 3807/5000 148/148 [==============================] - 0s 27us/step - loss: 94098.9219 - mean_absolute_error: 262.8373 - val_loss: 157614.4040 - val_mean_absolute_error: 375.3628 Epoch 3808/5000 148/148 [==============================] - 0s 34us/step - loss: 94098.4062 - mean_absolute_error: 262.8363 - val_loss: 157613.6517 - val_mean_absolute_error: 375.3618 Epoch 3809/5000 148/148 [==============================] - 0s 27us/step - loss: 94097.8672 - mean_absolute_error: 262.8353 - val_loss: 157612.9308 - val_mean_absolute_error: 375.3609 Epoch 3810/5000 148/148 [==============================] - 0s 27us/step - loss: 94097.3594 - mean_absolute_error: 262.8343 - val_loss: 157612.1633 - val_mean_absolute_error: 375.3599 Epoch 3811/5000 148/148 [==============================] - 0s 34us/step - loss: 94096.8281 - mean_absolute_error: 262.8333 - val_loss: 157611.3956 - val_mean_absolute_error: 375.3589 Epoch 3812/5000 148/148 [==============================] - 0s 27us/step - loss: 94096.2969 - mean_absolute_error: 262.8323 - val_loss: 157610.6746 - val_mean_absolute_error: 375.3580 Epoch 3813/5000 148/148 [==============================] - 0s 34us/step - loss: 94095.7734 - mean_absolute_error: 262.8313 - val_loss: 157609.9225 - val_mean_absolute_error: 375.3569 Epoch 3814/5000 148/148 [==============================] - 0s 34us/step - loss: 94095.2578 - mean_absolute_error: 262.8303 - val_loss: 157609.1702 - val_mean_absolute_error: 375.3560 Epoch 3815/5000 148/148 [==============================] - 0s 27us/step - loss: 94094.7266 - mean_absolute_error: 262.8293 - val_loss: 157608.4337 - val_mean_absolute_error: 375.3550 Epoch 3816/5000 148/148 [==============================] - 0s 34us/step - loss: 94094.2109 - mean_absolute_error: 262.8283 - val_loss: 157607.6817 - val_mean_absolute_error: 375.3541 Epoch 3817/5000 148/148 [==============================] - 0s 34us/step - loss: 94093.6719 - mean_absolute_error: 262.8273 - val_loss: 157606.9296 - val_mean_absolute_error: 375.3531 Epoch 3818/5000 148/148 [==============================] - 0s 27us/step - loss: 94093.1562 - mean_absolute_error: 262.8263 - val_loss: 157606.1929 - val_mean_absolute_error: 375.3522 Epoch 3819/5000 148/148 [==============================] - 0s 34us/step - loss: 94092.6406 - mean_absolute_error: 262.8253 - val_loss: 157605.4562 - val_mean_absolute_error: 375.3511 Epoch 3820/5000 148/148 [==============================] - 0s 34us/step - loss: 94092.1094 - mean_absolute_error: 262.8243 - val_loss: 157604.6885 - val_mean_absolute_error: 375.3501 Epoch 3821/5000 148/148 [==============================] - 0s 27us/step - loss: 94091.5781 - mean_absolute_error: 262.8233 - val_loss: 157603.9521 - val_mean_absolute_error: 375.3492 Epoch 3822/5000 148/148 [==============================] - 0s 34us/step - loss: 94091.0703 - mean_absolute_error: 262.8223 - val_loss: 157603.1846 - val_mean_absolute_error: 375.3482 Epoch 3823/5000 148/148 [==============================] - 0s 34us/step - loss: 94090.5391 - mean_absolute_error: 262.8214 - val_loss: 157602.4325 - val_mean_absolute_error: 375.3472 Epoch 3824/5000 148/148 [==============================] - 0s 27us/step - loss: 94090.0156 - mean_absolute_error: 262.8203 - val_loss: 157601.6960 - val_mean_absolute_error: 375.3463 Epoch 3825/5000 148/148 [==============================] - 0s 34us/step - loss: 94089.4922 - mean_absolute_error: 262.8193 - val_loss: 157600.9592 - val_mean_absolute_error: 375.3453 Epoch 3826/5000 148/148 [==============================] - 0s 41us/step - loss: 94088.9688 - mean_absolute_error: 262.8183 - val_loss: 157600.1608 - val_mean_absolute_error: 375.3443 Epoch 3827/5000 148/148 [==============================] - 0s 27us/step - loss: 94088.4297 - mean_absolute_error: 262.8173 - val_loss: 157599.4550 - val_mean_absolute_error: 375.3434 Epoch 3828/5000 148/148 [==============================] - 0s 34us/step - loss: 94087.9219 - mean_absolute_error: 262.8163 - val_loss: 157598.7029 - val_mean_absolute_error: 375.3424 Epoch 3829/5000 148/148 [==============================] - 0s 34us/step - loss: 94087.3984 - mean_absolute_error: 262.8153 - val_loss: 157597.9513 - val_mean_absolute_error: 375.3414 Epoch 3830/5000 148/148 [==============================] - 0s 34us/step - loss: 94086.8750 - mean_absolute_error: 262.8144 - val_loss: 157597.2144 - val_mean_absolute_error: 375.3405 Epoch 3831/5000 148/148 [==============================] - 0s 27us/step - loss: 94086.3516 - mean_absolute_error: 262.8134 - val_loss: 157596.4467 - val_mean_absolute_error: 375.3395 Epoch 3832/5000 148/148 [==============================] - 0s 34us/step - loss: 94085.8281 - mean_absolute_error: 262.8123 - val_loss: 157595.7258 - val_mean_absolute_error: 375.3385 Epoch 3833/5000 148/148 [==============================] - 0s 27us/step - loss: 94085.3125 - mean_absolute_error: 262.8114 - val_loss: 157594.9581 - val_mean_absolute_error: 375.3376 Epoch 3834/5000 148/148 [==============================] - 0s 27us/step - loss: 94084.7734 - mean_absolute_error: 262.8104 - val_loss: 157594.2058 - val_mean_absolute_error: 375.3366 Epoch 3835/5000 148/148 [==============================] - 0s 34us/step - loss: 94084.2422 - mean_absolute_error: 262.8094 - val_loss: 157593.4696 - val_mean_absolute_error: 375.3356 Epoch 3836/5000 148/148 [==============================] - 0s 27us/step - loss: 94083.7266 - mean_absolute_error: 262.8084 - val_loss: 157592.7329 - val_mean_absolute_error: 375.3346 Epoch 3837/5000 148/148 [==============================] - 0s 34us/step - loss: 94083.2188 - mean_absolute_error: 262.8074 - val_loss: 157591.9652 - val_mean_absolute_error: 375.3337 Epoch 3838/5000 148/148 [==============================] - 0s 34us/step - loss: 94082.6797 - mean_absolute_error: 262.8063 - val_loss: 157591.2288 - val_mean_absolute_error: 375.3327 Epoch 3839/5000 148/148 [==============================] - 0s 41us/step - loss: 94082.1641 - mean_absolute_error: 262.8054 - val_loss: 157590.4765 - val_mean_absolute_error: 375.3317 Epoch 3840/5000 148/148 [==============================] - 0s 27us/step - loss: 94081.6328 - mean_absolute_error: 262.8044 - val_loss: 157589.7242 - val_mean_absolute_error: 375.3308 Epoch 3841/5000 148/148 [==============================] - 0s 34us/step - loss: 94081.1094 - mean_absolute_error: 262.8034 - val_loss: 157588.9725 - val_mean_absolute_error: 375.3298 Epoch 3842/5000 148/148 [==============================] - 0s 27us/step - loss: 94080.5859 - mean_absolute_error: 262.8024 - val_loss: 157588.2204 - val_mean_absolute_error: 375.3288 Epoch 3843/5000 148/148 [==============================] - 0s 34us/step - loss: 94080.0625 - mean_absolute_error: 262.8014 - val_loss: 157587.4835 - val_mean_absolute_error: 375.3278 Epoch 3844/5000 148/148 [==============================] - 0s 41us/step - loss: 94079.5234 - mean_absolute_error: 262.8004 - val_loss: 157586.7317 - val_mean_absolute_error: 375.3268 Epoch 3845/5000 148/148 [==============================] - 0s 27us/step - loss: 94079.0156 - mean_absolute_error: 262.7994 - val_loss: 157585.9950 - val_mean_absolute_error: 375.3259 Epoch 3846/5000 148/148 [==============================] - 0s 27us/step - loss: 94078.4922 - mean_absolute_error: 262.7984 - val_loss: 157585.2273 - val_mean_absolute_error: 375.3249 Epoch 3847/5000 148/148 [==============================] - 0s 27us/step - loss: 94077.9609 - mean_absolute_error: 262.7974 - val_loss: 157584.5063 - val_mean_absolute_error: 375.3239 Epoch 3848/5000 148/148 [==============================] - 0s 41us/step - loss: 94077.4531 - mean_absolute_error: 262.7964 - val_loss: 157583.7542 - val_mean_absolute_error: 375.3230 Epoch 3849/5000 148/148 [==============================] - 0s 34us/step - loss: 94076.9219 - mean_absolute_error: 262.7954 - val_loss: 157583.0021 - val_mean_absolute_error: 375.3220 Epoch 3850/5000 148/148 [==============================] - 0s 34us/step - loss: 94076.3828 - mean_absolute_error: 262.7944 - val_loss: 157582.2346 - val_mean_absolute_error: 375.3210 Epoch 3851/5000 148/148 [==============================] - 0s 27us/step - loss: 94075.8750 - mean_absolute_error: 262.7934 - val_loss: 157581.4979 - val_mean_absolute_error: 375.3200 Epoch 3852/5000 148/148 [==============================] - 0s 34us/step - loss: 94075.3438 - mean_absolute_error: 262.7924 - val_loss: 157580.7302 - val_mean_absolute_error: 375.3191 Epoch 3853/5000 148/148 [==============================] - 0s 27us/step - loss: 94074.8203 - mean_absolute_error: 262.7914 - val_loss: 157580.0092 - val_mean_absolute_error: 375.3181 Epoch 3854/5000 148/148 [==============================] - 0s 27us/step - loss: 94074.2969 - mean_absolute_error: 262.7904 - val_loss: 157579.2571 - val_mean_absolute_error: 375.3172 Epoch 3855/5000 148/148 [==============================] - 0s 27us/step - loss: 94073.7734 - mean_absolute_error: 262.7894 - val_loss: 157578.4896 - val_mean_absolute_error: 375.3162 Epoch 3856/5000 148/148 [==============================] - 0s 34us/step - loss: 94073.2422 - mean_absolute_error: 262.7884 - val_loss: 157577.7840 - val_mean_absolute_error: 375.3153 Epoch 3857/5000 148/148 [==============================] - 0s 27us/step - loss: 94072.7344 - mean_absolute_error: 262.7874 - val_loss: 157577.0162 - val_mean_absolute_error: 375.3143 Epoch 3858/5000 148/148 [==============================] - 0s 34us/step - loss: 94072.2031 - mean_absolute_error: 262.7865 - val_loss: 157576.2487 - val_mean_absolute_error: 375.3133 Epoch 3859/5000 148/148 [==============================] - 0s 27us/step - loss: 94071.6719 - mean_absolute_error: 262.7855 - val_loss: 157575.5121 - val_mean_absolute_error: 375.3123 Epoch 3860/5000 148/148 [==============================] - 0s 34us/step - loss: 94071.1562 - mean_absolute_error: 262.7845 - val_loss: 157574.7754 - val_mean_absolute_error: 375.3114 Epoch 3861/5000 148/148 [==============================] - 0s 34us/step - loss: 94070.6250 - mean_absolute_error: 262.7835 - val_loss: 157574.0392 - val_mean_absolute_error: 375.3104 Epoch 3862/5000 148/148 [==============================] - 0s 27us/step - loss: 94070.1250 - mean_absolute_error: 262.7825 - val_loss: 157573.2715 - val_mean_absolute_error: 375.3094 Epoch 3863/5000 148/148 [==============================] - 0s 34us/step - loss: 94069.5859 - mean_absolute_error: 262.7815 - val_loss: 157572.5192 - val_mean_absolute_error: 375.3085 Epoch 3864/5000 148/148 [==============================] - 0s 34us/step - loss: 94069.0703 - mean_absolute_error: 262.7805 - val_loss: 157571.7983 - val_mean_absolute_error: 375.3075 Epoch 3865/5000 148/148 [==============================] - 0s 27us/step - loss: 94068.5391 - mean_absolute_error: 262.7794 - val_loss: 157571.0152 - val_mean_absolute_error: 375.3065 Epoch 3866/5000 148/148 [==============================] - 0s 34us/step - loss: 94068.0234 - mean_absolute_error: 262.7785 - val_loss: 157570.2783 - val_mean_absolute_error: 375.3056 Epoch 3867/5000 148/148 [==============================] - 0s 34us/step - loss: 94067.4844 - mean_absolute_error: 262.7775 - val_loss: 157569.5421 - val_mean_absolute_error: 375.3046 Epoch 3868/5000 148/148 [==============================] - 0s 34us/step - loss: 94066.9688 - mean_absolute_error: 262.7765 - val_loss: 157568.7746 - val_mean_absolute_error: 375.3036 Epoch 3869/5000 148/148 [==============================] - 0s 34us/step - loss: 94066.4453 - mean_absolute_error: 262.7755 - val_loss: 157568.0377 - val_mean_absolute_error: 375.3026 Epoch 3870/5000 148/148 [==============================] - 0s 34us/step - loss: 94065.9141 - mean_absolute_error: 262.7745 - val_loss: 157567.3012 - val_mean_absolute_error: 375.3016 Epoch 3871/5000 148/148 [==============================] - 0s 34us/step - loss: 94065.3984 - mean_absolute_error: 262.7735 - val_loss: 157566.5490 - val_mean_absolute_error: 375.3007 Epoch 3872/5000 148/148 [==============================] - 0s 34us/step - loss: 94064.8750 - mean_absolute_error: 262.7725 - val_loss: 157565.7967 - val_mean_absolute_error: 375.2997 Epoch 3873/5000 148/148 [==============================] - 0s 34us/step - loss: 94064.3438 - mean_absolute_error: 262.7715 - val_loss: 157565.0450 - val_mean_absolute_error: 375.2987 Epoch 3874/5000 148/148 [==============================] - 0s 27us/step - loss: 94063.8281 - mean_absolute_error: 262.7704 - val_loss: 157564.2929 - val_mean_absolute_error: 375.2978 Epoch 3875/5000 148/148 [==============================] - 0s 34us/step - loss: 94063.2969 - mean_absolute_error: 262.7695 - val_loss: 157563.5406 - val_mean_absolute_error: 375.2968 Epoch 3876/5000 148/148 [==============================] - 0s 34us/step - loss: 94062.7734 - mean_absolute_error: 262.7685 - val_loss: 157562.8042 - val_mean_absolute_error: 375.2958 Epoch 3877/5000 148/148 [==============================] - 0s 27us/step - loss: 94062.2656 - mean_absolute_error: 262.7675 - val_loss: 157562.0521 - val_mean_absolute_error: 375.2949 Epoch 3878/5000 148/148 [==============================] - 0s 34us/step - loss: 94061.7266 - mean_absolute_error: 262.7665 - val_loss: 157561.2998 - val_mean_absolute_error: 375.2939 Epoch 3879/5000 148/148 [==============================] - 0s 27us/step - loss: 94061.2031 - mean_absolute_error: 262.7655 - val_loss: 157560.5633 - val_mean_absolute_error: 375.2929 Epoch 3880/5000 148/148 [==============================] - 0s 34us/step - loss: 94060.6797 - mean_absolute_error: 262.7645 - val_loss: 157559.8112 - val_mean_absolute_error: 375.2920 Epoch 3881/5000 148/148 [==============================] - 0s 34us/step - loss: 94060.1641 - mean_absolute_error: 262.7635 - val_loss: 157559.0592 - val_mean_absolute_error: 375.2910 Epoch 3882/5000 148/148 [==============================] - 0s 27us/step - loss: 94059.6250 - mean_absolute_error: 262.7625 - val_loss: 157558.3379 - val_mean_absolute_error: 375.2901 Epoch 3883/5000 148/148 [==============================] - 0s 27us/step - loss: 94059.1172 - mean_absolute_error: 262.7615 - val_loss: 157557.5704 - val_mean_absolute_error: 375.2891 Epoch 3884/5000 148/148 [==============================] - 0s 41us/step - loss: 94058.5938 - mean_absolute_error: 262.7606 - val_loss: 157556.8183 - val_mean_absolute_error: 375.2881 Epoch 3885/5000 148/148 [==============================] - 0s 27us/step - loss: 94058.0625 - mean_absolute_error: 262.7596 - val_loss: 157556.0817 - val_mean_absolute_error: 375.2871 Epoch 3886/5000 148/148 [==============================] - 0s 41us/step - loss: 94057.5469 - mean_absolute_error: 262.7585 - val_loss: 157555.3296 - val_mean_absolute_error: 375.2861 Epoch 3887/5000 148/148 [==============================] - 0s 34us/step - loss: 94057.0234 - mean_absolute_error: 262.7575 - val_loss: 157554.5621 - val_mean_absolute_error: 375.2852 Epoch 3888/5000 148/148 [==============================] - 0s 27us/step - loss: 94056.4844 - mean_absolute_error: 262.7565 - val_loss: 157553.8256 - val_mean_absolute_error: 375.2842 Epoch 3889/5000 148/148 [==============================] - 0s 34us/step - loss: 94055.9766 - mean_absolute_error: 262.7556 - val_loss: 157553.0733 - val_mean_absolute_error: 375.2832 Epoch 3890/5000 148/148 [==============================] - 0s 34us/step - loss: 94055.4375 - mean_absolute_error: 262.7546 - val_loss: 157552.3213 - val_mean_absolute_error: 375.2822 Epoch 3891/5000 148/148 [==============================] - 0s 20us/step - loss: 94054.9141 - mean_absolute_error: 262.7535 - val_loss: 157551.6002 - val_mean_absolute_error: 375.2813 Epoch 3892/5000 148/148 [==============================] - 0s 34us/step - loss: 94054.4062 - mean_absolute_error: 262.7525 - val_loss: 157550.8325 - val_mean_absolute_error: 375.2803 Epoch 3893/5000 148/148 [==============================] - 0s 34us/step - loss: 94053.8672 - mean_absolute_error: 262.7515 - val_loss: 157550.0963 - val_mean_absolute_error: 375.2793 Epoch 3894/5000 148/148 [==============================] - 0s 34us/step - loss: 94053.3594 - mean_absolute_error: 262.7506 - val_loss: 157549.3440 - val_mean_absolute_error: 375.2783 Epoch 3895/5000 148/148 [==============================] - 0s 27us/step - loss: 94052.8281 - mean_absolute_error: 262.7496 - val_loss: 157548.5917 - val_mean_absolute_error: 375.2774 Epoch 3896/5000 148/148 [==============================] - 0s 34us/step - loss: 94052.2969 - mean_absolute_error: 262.7486 - val_loss: 157547.8554 - val_mean_absolute_error: 375.2764 Epoch 3897/5000 148/148 [==============================] - 0s 27us/step - loss: 94051.7812 - mean_absolute_error: 262.7476 - val_loss: 157547.1033 - val_mean_absolute_error: 375.2754 Epoch 3898/5000 148/148 [==============================] - 0s 34us/step - loss: 94051.2578 - mean_absolute_error: 262.7465 - val_loss: 157546.3662 - val_mean_absolute_error: 375.2745 Epoch 3899/5000 148/148 [==============================] - 0s 27us/step - loss: 94050.7266 - mean_absolute_error: 262.7455 - val_loss: 157545.5992 - val_mean_absolute_error: 375.2735 Epoch 3900/5000 148/148 [==============================] - 0s 27us/step - loss: 94050.2188 - mean_absolute_error: 262.7446 - val_loss: 157544.8471 - val_mean_absolute_error: 375.2725 Epoch 3901/5000 148/148 [==============================] - 0s 27us/step - loss: 94049.6719 - mean_absolute_error: 262.7436 - val_loss: 157544.1102 - val_mean_absolute_error: 375.2716 Epoch 3902/5000 148/148 [==============================] - 0s 27us/step - loss: 94049.1641 - mean_absolute_error: 262.7426 - val_loss: 157543.3737 - val_mean_absolute_error: 375.2706 Epoch 3903/5000 148/148 [==============================] - 0s 34us/step - loss: 94048.6484 - mean_absolute_error: 262.7416 - val_loss: 157542.6063 - val_mean_absolute_error: 375.2696 Epoch 3904/5000 148/148 [==============================] - 0s 34us/step - loss: 94048.1094 - mean_absolute_error: 262.7406 - val_loss: 157541.8696 - val_mean_absolute_error: 375.2687 Epoch 3905/5000 148/148 [==============================] - 0s 34us/step - loss: 94047.5938 - mean_absolute_error: 262.7396 - val_loss: 157541.1329 - val_mean_absolute_error: 375.2677 Epoch 3906/5000 148/148 [==============================] - 0s 34us/step - loss: 94047.0703 - mean_absolute_error: 262.7386 - val_loss: 157540.3808 - val_mean_absolute_error: 375.2668 Epoch 3907/5000 148/148 [==============================] - 0s 34us/step - loss: 94046.5391 - mean_absolute_error: 262.7376 - val_loss: 157539.6285 - val_mean_absolute_error: 375.2658 Epoch 3908/5000 148/148 [==============================] - 0s 27us/step - loss: 94046.0156 - mean_absolute_error: 262.7366 - val_loss: 157538.8767 - val_mean_absolute_error: 375.2648 Epoch 3909/5000 148/148 [==============================] - 0s 41us/step - loss: 94045.4922 - mean_absolute_error: 262.7357 - val_loss: 157538.1246 - val_mean_absolute_error: 375.2639 Epoch 3910/5000 148/148 [==============================] - 0s 34us/step - loss: 94044.9688 - mean_absolute_error: 262.7347 - val_loss: 157537.3725 - val_mean_absolute_error: 375.2629 Epoch 3911/5000 148/148 [==============================] - 0s 20us/step - loss: 94044.4453 - mean_absolute_error: 262.7336 - val_loss: 157536.6515 - val_mean_absolute_error: 375.2619 Epoch 3912/5000 148/148 [==============================] - 0s 34us/step - loss: 94043.9219 - mean_absolute_error: 262.7326 - val_loss: 157535.8838 - val_mean_absolute_error: 375.2610 Epoch 3913/5000 148/148 [==============================] - 0s 34us/step - loss: 94043.3906 - mean_absolute_error: 262.7316 - val_loss: 157535.1317 - val_mean_absolute_error: 375.2600 Epoch 3914/5000 148/148 [==============================] - 0s 34us/step - loss: 94042.8750 - mean_absolute_error: 262.7306 - val_loss: 157534.4106 - val_mean_absolute_error: 375.2590 Epoch 3915/5000 148/148 [==============================] - 0s 27us/step - loss: 94042.3516 - mean_absolute_error: 262.7297 - val_loss: 157533.6429 - val_mean_absolute_error: 375.2580 Epoch 3916/5000 148/148 [==============================] - 0s 34us/step - loss: 94041.8281 - mean_absolute_error: 262.7287 - val_loss: 157532.8908 - val_mean_absolute_error: 375.2570 Epoch 3917/5000 148/148 [==============================] - 0s 34us/step - loss: 94041.2969 - mean_absolute_error: 262.7276 - val_loss: 157532.1544 - val_mean_absolute_error: 375.2560 Epoch 3918/5000 148/148 [==============================] - 0s 27us/step - loss: 94040.7891 - mean_absolute_error: 262.7266 - val_loss: 157531.3869 - val_mean_absolute_error: 375.2551 Epoch 3919/5000 148/148 [==============================] - 0s 34us/step - loss: 94040.2500 - mean_absolute_error: 262.7257 - val_loss: 157530.6500 - val_mean_absolute_error: 375.2541 Epoch 3920/5000 148/148 [==============================] - 0s 41us/step - loss: 94039.7266 - mean_absolute_error: 262.7247 - val_loss: 157529.9135 - val_mean_absolute_error: 375.2531 Epoch 3921/5000 148/148 [==============================] - 0s 27us/step - loss: 94039.2188 - mean_absolute_error: 262.7237 - val_loss: 157529.1458 - val_mean_absolute_error: 375.2522 Epoch 3922/5000 148/148 [==============================] - 0s 34us/step - loss: 94038.6875 - mean_absolute_error: 262.7226 - val_loss: 157528.4092 - val_mean_absolute_error: 375.2512 Epoch 3923/5000 148/148 [==============================] - 0s 27us/step - loss: 94038.1562 - mean_absolute_error: 262.7216 - val_loss: 157527.6421 - val_mean_absolute_error: 375.2502 Epoch 3924/5000 148/148 [==============================] - 0s 27us/step - loss: 94037.6406 - mean_absolute_error: 262.7206 - val_loss: 157526.8898 - val_mean_absolute_error: 375.2492 Epoch 3925/5000 148/148 [==============================] - 0s 27us/step - loss: 94037.1172 - mean_absolute_error: 262.7197 - val_loss: 157526.1688 - val_mean_absolute_error: 375.2483 Epoch 3926/5000 148/148 [==============================] - 0s 27us/step - loss: 94036.5938 - mean_absolute_error: 262.7187 - val_loss: 157525.4167 - val_mean_absolute_error: 375.2473 Epoch 3927/5000 148/148 [==============================] - 0s 27us/step - loss: 94036.0703 - mean_absolute_error: 262.7177 - val_loss: 157524.6644 - val_mean_absolute_error: 375.2463 Epoch 3928/5000 148/148 [==============================] - 0s 34us/step - loss: 94035.5391 - mean_absolute_error: 262.7167 - val_loss: 157523.9279 - val_mean_absolute_error: 375.2454 Epoch 3929/5000 148/148 [==============================] - 0s 34us/step - loss: 94035.0234 - mean_absolute_error: 262.7157 - val_loss: 157523.1604 - val_mean_absolute_error: 375.2444 Epoch 3930/5000 148/148 [==============================] - 0s 34us/step - loss: 94034.5000 - mean_absolute_error: 262.7147 - val_loss: 157522.4237 - val_mean_absolute_error: 375.2435 Epoch 3931/5000 148/148 [==============================] - 0s 34us/step - loss: 94033.9766 - mean_absolute_error: 262.7137 - val_loss: 157521.6871 - val_mean_absolute_error: 375.2425 Epoch 3932/5000 148/148 [==============================] - 0s 34us/step - loss: 94033.4609 - mean_absolute_error: 262.7127 - val_loss: 157520.9196 - val_mean_absolute_error: 375.2415 Epoch 3933/5000 148/148 [==============================] - 0s 27us/step - loss: 94032.9219 - mean_absolute_error: 262.7117 - val_loss: 157520.1827 - val_mean_absolute_error: 375.2406 Epoch 3934/5000 148/148 [==============================] - 0s 34us/step - loss: 94032.4062 - mean_absolute_error: 262.7108 - val_loss: 157519.4308 - val_mean_absolute_error: 375.2396 Epoch 3935/5000 148/148 [==============================] - 0s 27us/step - loss: 94031.8828 - mean_absolute_error: 262.7097 - val_loss: 157518.6942 - val_mean_absolute_error: 375.2386 Epoch 3936/5000 148/148 [==============================] - 0s 27us/step - loss: 94031.3516 - mean_absolute_error: 262.7087 - val_loss: 157517.9267 - val_mean_absolute_error: 375.2376 Epoch 3937/5000 148/148 [==============================] - 0s 27us/step - loss: 94030.8281 - mean_absolute_error: 262.7077 - val_loss: 157517.1902 - val_mean_absolute_error: 375.2367 Epoch 3938/5000 148/148 [==============================] - 0s 27us/step - loss: 94030.3125 - mean_absolute_error: 262.7067 - val_loss: 157516.4379 - val_mean_absolute_error: 375.2357 Epoch 3939/5000 148/148 [==============================] - 0s 34us/step - loss: 94029.7891 - mean_absolute_error: 262.7057 - val_loss: 157515.6858 - val_mean_absolute_error: 375.2346 Epoch 3940/5000 148/148 [==============================] - 0s 27us/step - loss: 94029.2578 - mean_absolute_error: 262.7047 - val_loss: 157514.9494 - val_mean_absolute_error: 375.2337 Epoch 3941/5000 148/148 [==============================] - 0s 34us/step - loss: 94028.7422 - mean_absolute_error: 262.7037 - val_loss: 157514.2125 - val_mean_absolute_error: 375.2328 Epoch 3942/5000 148/148 [==============================] - 0s 34us/step - loss: 94028.2188 - mean_absolute_error: 262.7027 - val_loss: 157513.4450 - val_mean_absolute_error: 375.2318 Epoch 3943/5000 148/148 [==============================] - 0s 27us/step - loss: 94027.6797 - mean_absolute_error: 262.7018 - val_loss: 157512.7085 - val_mean_absolute_error: 375.2308 Epoch 3944/5000 148/148 [==============================] - 0s 34us/step - loss: 94027.1719 - mean_absolute_error: 262.7007 - val_loss: 157511.9562 - val_mean_absolute_error: 375.2299 Epoch 3945/5000 148/148 [==============================] - 0s 34us/step - loss: 94026.6406 - mean_absolute_error: 262.6997 - val_loss: 157511.2042 - val_mean_absolute_error: 375.2289 Epoch 3946/5000 148/148 [==============================] - 0s 41us/step - loss: 94026.1172 - mean_absolute_error: 262.6987 - val_loss: 157510.4679 - val_mean_absolute_error: 375.2279 Epoch 3947/5000 148/148 [==============================] - 0s 41us/step - loss: 94025.6016 - mean_absolute_error: 262.6977 - val_loss: 157509.7000 - val_mean_absolute_error: 375.2270 Epoch 3948/5000 148/148 [==============================] - 0s 40us/step - loss: 94025.0781 - mean_absolute_error: 262.6967 - val_loss: 157508.9633 - val_mean_absolute_error: 375.2260 Epoch 3949/5000 148/148 [==============================] - 0s 34us/step - loss: 94024.5391 - mean_absolute_error: 262.6957 - val_loss: 157508.2117 - val_mean_absolute_error: 375.2250 Epoch 3950/5000 148/148 [==============================] - 0s 34us/step - loss: 94024.0234 - mean_absolute_error: 262.6947 - val_loss: 157507.4594 - val_mean_absolute_error: 375.2241 Epoch 3951/5000 148/148 [==============================] - 0s 27us/step - loss: 94023.5078 - mean_absolute_error: 262.6938 - val_loss: 157506.7071 - val_mean_absolute_error: 375.2231 Epoch 3952/5000 148/148 [==============================] - 0s 27us/step - loss: 94022.9688 - mean_absolute_error: 262.6927 - val_loss: 157505.9862 - val_mean_absolute_error: 375.2221 Epoch 3953/5000 148/148 [==============================] - 0s 47us/step - loss: 94022.4609 - mean_absolute_error: 262.6918 - val_loss: 157505.2342 - val_mean_absolute_error: 375.2211 Epoch 3954/5000 148/148 [==============================] - 0s 34us/step - loss: 94021.9219 - mean_absolute_error: 262.6908 - val_loss: 157504.4819 - val_mean_absolute_error: 375.2202 Epoch 3955/5000 148/148 [==============================] - 0s 47us/step - loss: 94021.3984 - mean_absolute_error: 262.6898 - val_loss: 157503.7300 - val_mean_absolute_error: 375.2192 Epoch 3956/5000 148/148 [==============================] - 0s 41us/step - loss: 94020.8828 - mean_absolute_error: 262.6888 - val_loss: 157502.9931 - val_mean_absolute_error: 375.2183 Epoch 3957/5000 148/148 [==============================] - 0s 34us/step - loss: 94020.3672 - mean_absolute_error: 262.6878 - val_loss: 157502.2412 - val_mean_absolute_error: 375.2173 Epoch 3958/5000 148/148 [==============================] - 0s 34us/step - loss: 94019.8438 - mean_absolute_error: 262.6868 - val_loss: 157501.4738 - val_mean_absolute_error: 375.2163 Epoch 3959/5000 148/148 [==============================] - 0s 34us/step - loss: 94019.3203 - mean_absolute_error: 262.6858 - val_loss: 157500.7371 - val_mean_absolute_error: 375.2153 Epoch 3960/5000 148/148 [==============================] - 0s 34us/step - loss: 94018.7812 - mean_absolute_error: 262.6848 - val_loss: 157500.0006 - val_mean_absolute_error: 375.2144 Epoch 3961/5000 148/148 [==============================] - 0s 41us/step - loss: 94018.2734 - mean_absolute_error: 262.6838 - val_loss: 157499.2638 - val_mean_absolute_error: 375.2134 Epoch 3962/5000 148/148 [==============================] - 0s 34us/step - loss: 94017.7500 - mean_absolute_error: 262.6828 - val_loss: 157498.4962 - val_mean_absolute_error: 375.2125 Epoch 3963/5000 148/148 [==============================] - 0s 41us/step - loss: 94017.2188 - mean_absolute_error: 262.6818 - val_loss: 157497.7598 - val_mean_absolute_error: 375.2115 Epoch 3964/5000 148/148 [==============================] - 0s 34us/step - loss: 94016.7031 - mean_absolute_error: 262.6808 - val_loss: 157497.0229 - val_mean_absolute_error: 375.2105 Epoch 3965/5000 148/148 [==============================] - 0s 41us/step - loss: 94016.1719 - mean_absolute_error: 262.6798 - val_loss: 157496.2554 - val_mean_absolute_error: 375.2095 Epoch 3966/5000 148/148 [==============================] - 0s 34us/step - loss: 94015.6406 - mean_absolute_error: 262.6788 - val_loss: 157495.5038 - val_mean_absolute_error: 375.2085 Epoch 3967/5000 148/148 [==============================] - 0s 34us/step - loss: 94015.1250 - mean_absolute_error: 262.6778 - val_loss: 157494.7515 - val_mean_absolute_error: 375.2076 Epoch 3968/5000 148/148 [==============================] - 0s 34us/step - loss: 94014.6094 - mean_absolute_error: 262.6768 - val_loss: 157493.9992 - val_mean_absolute_error: 375.2066 Epoch 3969/5000 148/148 [==============================] - 0s 41us/step - loss: 94014.0703 - mean_absolute_error: 262.6758 - val_loss: 157493.2781 - val_mean_absolute_error: 375.2056 Epoch 3970/5000 148/148 [==============================] - 0s 34us/step - loss: 94013.5625 - mean_absolute_error: 262.6749 - val_loss: 157492.5258 - val_mean_absolute_error: 375.2046 Epoch 3971/5000 148/148 [==============================] - 0s 41us/step - loss: 94013.0234 - mean_absolute_error: 262.6738 - val_loss: 157491.7583 - val_mean_absolute_error: 375.2037 Epoch 3972/5000 148/148 [==============================] - 0s 34us/step - loss: 94012.5000 - mean_absolute_error: 262.6728 - val_loss: 157491.0221 - val_mean_absolute_error: 375.2027 Epoch 3973/5000 148/148 [==============================] - 0s 27us/step - loss: 94011.9922 - mean_absolute_error: 262.6718 - val_loss: 157490.2852 - val_mean_absolute_error: 375.2017 Epoch 3974/5000 148/148 [==============================] - 0s 27us/step - loss: 94011.4531 - mean_absolute_error: 262.6708 - val_loss: 157489.5329 - val_mean_absolute_error: 375.2008 Epoch 3975/5000 148/148 [==============================] - 0s 34us/step - loss: 94010.9219 - mean_absolute_error: 262.6698 - val_loss: 157488.7812 - val_mean_absolute_error: 375.1998 Epoch 3976/5000 148/148 [==============================] - 0s 27us/step - loss: 94010.4219 - mean_absolute_error: 262.6689 - val_loss: 157488.0290 - val_mean_absolute_error: 375.1988 Epoch 3977/5000 148/148 [==============================] - 0s 34us/step - loss: 94009.8828 - mean_absolute_error: 262.6679 - val_loss: 157487.2767 - val_mean_absolute_error: 375.1978 Epoch 3978/5000 148/148 [==============================] - 0s 34us/step - loss: 94009.3594 - mean_absolute_error: 262.6669 - val_loss: 157486.5404 - val_mean_absolute_error: 375.1969 Epoch 3979/5000 148/148 [==============================] - 0s 27us/step - loss: 94008.8438 - mean_absolute_error: 262.6659 - val_loss: 157485.7883 - val_mean_absolute_error: 375.1959 Epoch 3980/5000 148/148 [==============================] - 0s 27us/step - loss: 94008.3203 - mean_absolute_error: 262.6649 - val_loss: 157485.0360 - val_mean_absolute_error: 375.1950 Epoch 3981/5000 148/148 [==============================] - 0s 34us/step - loss: 94007.7812 - mean_absolute_error: 262.6639 - val_loss: 157484.2996 - val_mean_absolute_error: 375.1940 Epoch 3982/5000 148/148 [==============================] - 0s 41us/step - loss: 94007.2734 - mean_absolute_error: 262.6629 - val_loss: 157483.5321 - val_mean_absolute_error: 375.1930 Epoch 3983/5000 148/148 [==============================] - 0s 34us/step - loss: 94006.7422 - mean_absolute_error: 262.6619 - val_loss: 157482.7954 - val_mean_absolute_error: 375.1920 Epoch 3984/5000 148/148 [==============================] - 0s 41us/step - loss: 94006.2188 - mean_absolute_error: 262.6608 - val_loss: 157482.0433 - val_mean_absolute_error: 375.1911 Epoch 3985/5000 148/148 [==============================] - 0s 34us/step - loss: 94005.7031 - mean_absolute_error: 262.6599 - val_loss: 157481.3067 - val_mean_absolute_error: 375.1901 Epoch 3986/5000 148/148 [==============================] - 0s 41us/step - loss: 94005.1719 - mean_absolute_error: 262.6589 - val_loss: 157480.5390 - val_mean_absolute_error: 375.1892 Epoch 3987/5000 148/148 [==============================] - 0s 34us/step - loss: 94004.6484 - mean_absolute_error: 262.6579 - val_loss: 157479.8025 - val_mean_absolute_error: 375.1882 Epoch 3988/5000 148/148 [==============================] - 0s 34us/step - loss: 94004.1328 - mean_absolute_error: 262.6569 - val_loss: 157479.0504 - val_mean_absolute_error: 375.1871 Epoch 3989/5000 148/148 [==============================] - 0s 27us/step - loss: 94003.6016 - mean_absolute_error: 262.6559 - val_loss: 157478.3142 - val_mean_absolute_error: 375.1862 Epoch 3990/5000 148/148 [==============================] - 0s 34us/step - loss: 94003.0938 - mean_absolute_error: 262.6549 - val_loss: 157477.5773 - val_mean_absolute_error: 375.1852 Epoch 3991/5000 148/148 [==============================] - 0s 27us/step - loss: 94002.5625 - mean_absolute_error: 262.6538 - val_loss: 157476.8096 - val_mean_absolute_error: 375.1842 Epoch 3992/5000 148/148 [==============================] - 0s 41us/step - loss: 94002.0234 - mean_absolute_error: 262.6529 - val_loss: 157476.0887 - val_mean_absolute_error: 375.1833 Epoch 3993/5000 148/148 [==============================] - 0s 34us/step - loss: 94001.5234 - mean_absolute_error: 262.6519 - val_loss: 157475.3210 - val_mean_absolute_error: 375.1823 Epoch 3994/5000 148/148 [==============================] - 0s 27us/step - loss: 94000.9922 - mean_absolute_error: 262.6509 - val_loss: 157474.5688 - val_mean_absolute_error: 375.1813 Epoch 3995/5000 148/148 [==============================] - 0s 41us/step - loss: 94000.4609 - mean_absolute_error: 262.6499 - val_loss: 157473.8325 - val_mean_absolute_error: 375.1803 Epoch 3996/5000 148/148 [==============================] - 0s 41us/step - loss: 93999.9453 - mean_absolute_error: 262.6489 - val_loss: 157473.0802 - val_mean_absolute_error: 375.1794 Epoch 3997/5000 148/148 [==============================] - 0s 34us/step - loss: 93999.4219 - mean_absolute_error: 262.6479 - val_loss: 157472.3279 - val_mean_absolute_error: 375.1784 Epoch 3998/5000 148/148 [==============================] - 0s 34us/step - loss: 93998.8906 - mean_absolute_error: 262.6469 - val_loss: 157471.5917 - val_mean_absolute_error: 375.1775 Epoch 3999/5000 148/148 [==============================] - 0s 41us/step - loss: 93998.3750 - mean_absolute_error: 262.6459 - val_loss: 157470.8394 - val_mean_absolute_error: 375.1766 Epoch 4000/5000 148/148 [==============================] - 0s 34us/step - loss: 93997.8516 - mean_absolute_error: 262.6449 - val_loss: 157470.0871 - val_mean_absolute_error: 375.1756 Epoch 4001/5000 148/148 [==============================] - 0s 34us/step - loss: 93997.3203 - mean_absolute_error: 262.6439 - val_loss: 157469.3508 - val_mean_absolute_error: 375.1746 Epoch 4002/5000 148/148 [==============================] - 0s 41us/step - loss: 93996.8047 - mean_absolute_error: 262.6429 - val_loss: 157468.5833 - val_mean_absolute_error: 375.1736 Epoch 4003/5000 148/148 [==============================] - 0s 34us/step - loss: 93996.2812 - mean_absolute_error: 262.6419 - val_loss: 157467.8310 - val_mean_absolute_error: 375.1727 Epoch 4004/5000 148/148 [==============================] - 0s 34us/step - loss: 93995.7422 - mean_absolute_error: 262.6410 - val_loss: 157467.1100 - val_mean_absolute_error: 375.1717 Epoch 4005/5000 148/148 [==============================] - 0s 34us/step - loss: 93995.2266 - mean_absolute_error: 262.6400 - val_loss: 157466.3579 - val_mean_absolute_error: 375.1707 Epoch 4006/5000 148/148 [==============================] - 0s 34us/step - loss: 93994.7109 - mean_absolute_error: 262.6390 - val_loss: 157465.6056 - val_mean_absolute_error: 375.1697 Epoch 4007/5000 148/148 [==============================] - 0s 34us/step - loss: 93994.1797 - mean_absolute_error: 262.6380 - val_loss: 157464.8538 - val_mean_absolute_error: 375.1688 Epoch 4008/5000 148/148 [==============================] - 0s 20us/step - loss: 93993.6641 - mean_absolute_error: 262.6370 - val_loss: 157464.0862 - val_mean_absolute_error: 375.1678 Epoch 4009/5000 148/148 [==============================] - 0s 41us/step - loss: 93993.1406 - mean_absolute_error: 262.6360 - val_loss: 157463.3496 - val_mean_absolute_error: 375.1668 Epoch 4010/5000 148/148 [==============================] - 0s 41us/step - loss: 93992.6172 - mean_absolute_error: 262.6350 - val_loss: 157462.6129 - val_mean_absolute_error: 375.1659 Epoch 4011/5000 148/148 [==============================] - 0s 27us/step - loss: 93992.0859 - mean_absolute_error: 262.6340 - val_loss: 157461.8608 - val_mean_absolute_error: 375.1649 Epoch 4012/5000 148/148 [==============================] - 0s 34us/step - loss: 93991.5625 - mean_absolute_error: 262.6330 - val_loss: 157461.1088 - val_mean_absolute_error: 375.1639 Epoch 4013/5000 148/148 [==============================] - 0s 41us/step - loss: 93991.0312 - mean_absolute_error: 262.6320 - val_loss: 157460.3721 - val_mean_absolute_error: 375.1630 Epoch 4014/5000 148/148 [==============================] - 0s 34us/step - loss: 93990.5234 - mean_absolute_error: 262.6310 - val_loss: 157459.6354 - val_mean_absolute_error: 375.1619 Epoch 4015/5000 148/148 [==============================] - 0s 41us/step - loss: 93989.9922 - mean_absolute_error: 262.6300 - val_loss: 157458.8679 - val_mean_absolute_error: 375.1610 Epoch 4016/5000 148/148 [==============================] - 0s 34us/step - loss: 93989.4766 - mean_absolute_error: 262.6290 - val_loss: 157458.1469 - val_mean_absolute_error: 375.1600 Epoch 4017/5000 148/148 [==============================] - 0s 27us/step - loss: 93988.9531 - mean_absolute_error: 262.6280 - val_loss: 157457.3946 - val_mean_absolute_error: 375.1591 Epoch 4018/5000 148/148 [==============================] - 0s 27us/step - loss: 93988.4219 - mean_absolute_error: 262.6270 - val_loss: 157456.6271 - val_mean_absolute_error: 375.1581 Epoch 4019/5000 148/148 [==============================] - 0s 34us/step - loss: 93987.8984 - mean_absolute_error: 262.6260 - val_loss: 157455.8908 - val_mean_absolute_error: 375.1571 Epoch 4020/5000 148/148 [==============================] - 0s 27us/step - loss: 93987.3750 - mean_absolute_error: 262.6249 - val_loss: 157455.1385 - val_mean_absolute_error: 375.1561 Epoch 4021/5000 148/148 [==============================] - 0s 27us/step - loss: 93986.8594 - mean_absolute_error: 262.6240 - val_loss: 157454.4021 - val_mean_absolute_error: 375.1552 Epoch 4022/5000 148/148 [==============================] - 0s 41us/step - loss: 93986.3359 - mean_absolute_error: 262.6230 - val_loss: 157453.6500 - val_mean_absolute_error: 375.1542 Epoch 4023/5000 148/148 [==============================] - 0s 27us/step - loss: 93985.8125 - mean_absolute_error: 262.6220 - val_loss: 157452.8977 - val_mean_absolute_error: 375.1533 Epoch 4024/5000 148/148 [==============================] - 0s 27us/step - loss: 93985.2734 - mean_absolute_error: 262.6210 - val_loss: 157452.1304 - val_mean_absolute_error: 375.1523 Epoch 4025/5000 148/148 [==============================] - 0s 27us/step - loss: 93984.7734 - mean_absolute_error: 262.6200 - val_loss: 157451.4092 - val_mean_absolute_error: 375.1513 Epoch 4026/5000 148/148 [==============================] - 0s 27us/step - loss: 93984.2422 - mean_absolute_error: 262.6190 - val_loss: 157450.6569 - val_mean_absolute_error: 375.1503 Epoch 4027/5000 148/148 [==============================] - 0s 34us/step - loss: 93983.7188 - mean_absolute_error: 262.6180 - val_loss: 157449.9204 - val_mean_absolute_error: 375.1494 Epoch 4028/5000 148/148 [==============================] - 0s 34us/step - loss: 93983.2031 - mean_absolute_error: 262.6170 - val_loss: 157449.1529 - val_mean_absolute_error: 375.1484 Epoch 4029/5000 148/148 [==============================] - 0s 27us/step - loss: 93982.6719 - mean_absolute_error: 262.6160 - val_loss: 157448.4006 - val_mean_absolute_error: 375.1474 Epoch 4030/5000 148/148 [==============================] - 0s 27us/step - loss: 93982.1406 - mean_absolute_error: 262.6151 - val_loss: 157447.6796 - val_mean_absolute_error: 375.1465 Epoch 4031/5000 148/148 [==============================] - 0s 27us/step - loss: 93981.6250 - mean_absolute_error: 262.6141 - val_loss: 157446.9121 - val_mean_absolute_error: 375.1455 Epoch 4032/5000 148/148 [==============================] - 0s 27us/step - loss: 93981.1016 - mean_absolute_error: 262.6131 - val_loss: 157446.1600 - val_mean_absolute_error: 375.1445 Epoch 4033/5000 148/148 [==============================] - 0s 34us/step - loss: 93980.5625 - mean_absolute_error: 262.6120 - val_loss: 157445.4081 - val_mean_absolute_error: 375.1435 Epoch 4034/5000 148/148 [==============================] - 0s 34us/step - loss: 93980.0547 - mean_absolute_error: 262.6110 - val_loss: 157444.6713 - val_mean_absolute_error: 375.1426 Epoch 4035/5000 148/148 [==============================] - 0s 27us/step - loss: 93979.5312 - mean_absolute_error: 262.6100 - val_loss: 157443.9346 - val_mean_absolute_error: 375.1416 Epoch 4036/5000 148/148 [==============================] - 0s 27us/step - loss: 93979.0000 - mean_absolute_error: 262.6090 - val_loss: 157443.1827 - val_mean_absolute_error: 375.1406 Epoch 4037/5000 148/148 [==============================] - 0s 34us/step - loss: 93978.4844 - mean_absolute_error: 262.6081 - val_loss: 157442.4150 - val_mean_absolute_error: 375.1396 Epoch 4038/5000 148/148 [==============================] - 0s 27us/step - loss: 93977.9531 - mean_absolute_error: 262.6071 - val_loss: 157441.6783 - val_mean_absolute_error: 375.1386 Epoch 4039/5000 148/148 [==============================] - 0s 34us/step - loss: 93977.4297 - mean_absolute_error: 262.6060 - val_loss: 157440.9419 - val_mean_absolute_error: 375.1377 Epoch 4040/5000 148/148 [==============================] - 0s 34us/step - loss: 93976.9062 - mean_absolute_error: 262.6050 - val_loss: 157440.1896 - val_mean_absolute_error: 375.1367 Epoch 4041/5000 148/148 [==============================] - 0s 27us/step - loss: 93976.3828 - mean_absolute_error: 262.6041 - val_loss: 157439.4375 - val_mean_absolute_error: 375.1357 Epoch 4042/5000 148/148 [==============================] - 0s 34us/step - loss: 93975.8672 - mean_absolute_error: 262.6031 - val_loss: 157438.6858 - val_mean_absolute_error: 375.1348 Epoch 4043/5000 148/148 [==============================] - 0s 34us/step - loss: 93975.3281 - mean_absolute_error: 262.6021 - val_loss: 157437.9490 - val_mean_absolute_error: 375.1338 Epoch 4044/5000 148/148 [==============================] - 0s 41us/step - loss: 93974.8203 - mean_absolute_error: 262.6011 - val_loss: 157437.1967 - val_mean_absolute_error: 375.1328 Epoch 4045/5000 148/148 [==============================] - 0s 34us/step - loss: 93974.2812 - mean_absolute_error: 262.6000 - val_loss: 157436.4450 - val_mean_absolute_error: 375.1319 Epoch 4046/5000 148/148 [==============================] - 0s 27us/step - loss: 93973.7734 - mean_absolute_error: 262.5991 - val_loss: 157435.6927 - val_mean_absolute_error: 375.1309 Epoch 4047/5000 148/148 [==============================] - 0s 27us/step - loss: 93973.2422 - mean_absolute_error: 262.5981 - val_loss: 157434.9404 - val_mean_absolute_error: 375.1299 Epoch 4048/5000 148/148 [==============================] - 0s 27us/step - loss: 93972.7188 - mean_absolute_error: 262.5971 - val_loss: 157434.2196 - val_mean_absolute_error: 375.1290 Epoch 4049/5000 148/148 [==============================] - 0s 34us/step - loss: 93972.2031 - mean_absolute_error: 262.5961 - val_loss: 157433.4675 - val_mean_absolute_error: 375.1280 Epoch 4050/5000 148/148 [==============================] - 0s 27us/step - loss: 93971.6719 - mean_absolute_error: 262.5951 - val_loss: 157432.7156 - val_mean_absolute_error: 375.1271 Epoch 4051/5000 148/148 [==============================] - 0s 34us/step - loss: 93971.1719 - mean_absolute_error: 262.5941 - val_loss: 157431.9788 - val_mean_absolute_error: 375.1261 Epoch 4052/5000 148/148 [==============================] - 0s 34us/step - loss: 93970.6328 - mean_absolute_error: 262.5931 - val_loss: 157431.1958 - val_mean_absolute_error: 375.1251 Epoch 4053/5000 148/148 [==============================] - 0s 34us/step - loss: 93970.1016 - mean_absolute_error: 262.5921 - val_loss: 157430.4746 - val_mean_absolute_error: 375.1242 Epoch 4054/5000 148/148 [==============================] - 0s 27us/step - loss: 93969.5859 - mean_absolute_error: 262.5911 - val_loss: 157429.7225 - val_mean_absolute_error: 375.1232 Epoch 4055/5000 148/148 [==============================] - 0s 34us/step - loss: 93969.0625 - mean_absolute_error: 262.5901 - val_loss: 157428.9704 - val_mean_absolute_error: 375.1222 Epoch 4056/5000 148/148 [==============================] - 0s 34us/step - loss: 93968.5312 - mean_absolute_error: 262.5892 - val_loss: 157428.2494 - val_mean_absolute_error: 375.1213 Epoch 4057/5000 148/148 [==============================] - 0s 34us/step - loss: 93968.0234 - mean_absolute_error: 262.5882 - val_loss: 157427.4817 - val_mean_absolute_error: 375.1203 Epoch 4058/5000 148/148 [==============================] - 0s 34us/step - loss: 93967.4844 - mean_absolute_error: 262.5871 - val_loss: 157426.7296 - val_mean_absolute_error: 375.1193 Epoch 4059/5000 148/148 [==============================] - 0s 34us/step - loss: 93966.9609 - mean_absolute_error: 262.5862 - val_loss: 157425.9931 - val_mean_absolute_error: 375.1184 Epoch 4060/5000 148/148 [==============================] - 0s 27us/step - loss: 93966.4453 - mean_absolute_error: 262.5851 - val_loss: 157425.2563 - val_mean_absolute_error: 375.1174 Epoch 4061/5000 148/148 [==============================] - 0s 34us/step - loss: 93965.9219 - mean_absolute_error: 262.5842 - val_loss: 157424.4887 - val_mean_absolute_error: 375.1164 Epoch 4062/5000 148/148 [==============================] - 0s 34us/step - loss: 93965.3828 - mean_absolute_error: 262.5832 - val_loss: 157423.7525 - val_mean_absolute_error: 375.1155 Epoch 4063/5000 148/148 [==============================] - 0s 27us/step - loss: 93964.8750 - mean_absolute_error: 262.5821 - val_loss: 157422.9848 - val_mean_absolute_error: 375.1144 Epoch 4064/5000 148/148 [==============================] - 0s 34us/step - loss: 93964.3516 - mean_absolute_error: 262.5811 - val_loss: 157422.2479 - val_mean_absolute_error: 375.1134 Epoch 4065/5000 148/148 [==============================] - 0s 34us/step - loss: 93963.8281 - mean_absolute_error: 262.5802 - val_loss: 157421.5117 - val_mean_absolute_error: 375.1125 Epoch 4066/5000 148/148 [==============================] - 0s 34us/step - loss: 93963.3047 - mean_absolute_error: 262.5792 - val_loss: 157420.7442 - val_mean_absolute_error: 375.1115 Epoch 4067/5000 148/148 [==============================] - 0s 34us/step - loss: 93962.7734 - mean_absolute_error: 262.5782 - val_loss: 157420.0073 - val_mean_absolute_error: 375.1105 Epoch 4068/5000 148/148 [==============================] - 0s 27us/step - loss: 93962.2578 - mean_absolute_error: 262.5771 - val_loss: 157419.2708 - val_mean_absolute_error: 375.1096 Epoch 4069/5000 148/148 [==============================] - 0s 34us/step - loss: 93961.7344 - mean_absolute_error: 262.5761 - val_loss: 157418.5342 - val_mean_absolute_error: 375.1086 Epoch 4070/5000 148/148 [==============================] - 0s 27us/step - loss: 93961.2031 - mean_absolute_error: 262.5751 - val_loss: 157417.7510 - val_mean_absolute_error: 375.1076 Epoch 4071/5000 148/148 [==============================] - 0s 27us/step - loss: 93960.6719 - mean_absolute_error: 262.5742 - val_loss: 157417.0146 - val_mean_absolute_error: 375.1067 Epoch 4072/5000 148/148 [==============================] - 0s 27us/step - loss: 93960.1719 - mean_absolute_error: 262.5732 - val_loss: 157416.2625 - val_mean_absolute_error: 375.1057 Epoch 4073/5000 148/148 [==============================] - 0s 34us/step - loss: 93959.6406 - mean_absolute_error: 262.5722 - val_loss: 157415.5102 - val_mean_absolute_error: 375.1047 Epoch 4074/5000 148/148 [==============================] - 0s 27us/step - loss: 93959.1172 - mean_absolute_error: 262.5712 - val_loss: 157414.7737 - val_mean_absolute_error: 375.1038 Epoch 4075/5000 148/148 [==============================] - 0s 34us/step - loss: 93958.5938 - mean_absolute_error: 262.5702 - val_loss: 157414.0217 - val_mean_absolute_error: 375.1028 Epoch 4076/5000 148/148 [==============================] - 0s 34us/step - loss: 93958.0703 - mean_absolute_error: 262.5692 - val_loss: 157413.2696 - val_mean_absolute_error: 375.1018 Epoch 4077/5000 148/148 [==============================] - 0s 27us/step - loss: 93957.5312 - mean_absolute_error: 262.5682 - val_loss: 157412.5483 - val_mean_absolute_error: 375.1009 Epoch 4078/5000 148/148 [==============================] - 0s 34us/step - loss: 93957.0234 - mean_absolute_error: 262.5672 - val_loss: 157411.7963 - val_mean_absolute_error: 375.0999 Epoch 4079/5000 148/148 [==============================] - 0s 34us/step - loss: 93956.4922 - mean_absolute_error: 262.5662 - val_loss: 157411.0287 - val_mean_absolute_error: 375.0989 Epoch 4080/5000 148/148 [==============================] - 0s 27us/step - loss: 93955.9609 - mean_absolute_error: 262.5652 - val_loss: 157410.2923 - val_mean_absolute_error: 375.0980 Epoch 4081/5000 148/148 [==============================] - 0s 34us/step - loss: 93955.4609 - mean_absolute_error: 262.5642 - val_loss: 157409.5246 - val_mean_absolute_error: 375.0970 Epoch 4082/5000 148/148 [==============================] - 0s 34us/step - loss: 93954.9219 - mean_absolute_error: 262.5632 - val_loss: 157408.7725 - val_mean_absolute_error: 375.0960 Epoch 4083/5000 148/148 [==============================] - 0s 27us/step - loss: 93954.3984 - mean_absolute_error: 262.5622 - val_loss: 157408.0517 - val_mean_absolute_error: 375.0951 Epoch 4084/5000 148/148 [==============================] - 0s 27us/step - loss: 93953.8750 - mean_absolute_error: 262.5612 - val_loss: 157407.2992 - val_mean_absolute_error: 375.0941 Epoch 4085/5000 148/148 [==============================] - 0s 34us/step - loss: 93953.3516 - mean_absolute_error: 262.5602 - val_loss: 157406.5783 - val_mean_absolute_error: 375.0931 Epoch 4086/5000 148/148 [==============================] - 0s 34us/step - loss: 93952.8359 - mean_absolute_error: 262.5592 - val_loss: 157405.7952 - val_mean_absolute_error: 375.0921 Epoch 4087/5000 148/148 [==============================] - 0s 27us/step - loss: 93952.3125 - mean_absolute_error: 262.5582 - val_loss: 157405.0583 - val_mean_absolute_error: 375.0911 Epoch 4088/5000 148/148 [==============================] - 0s 34us/step - loss: 93951.7891 - mean_absolute_error: 262.5572 - val_loss: 157404.3067 - val_mean_absolute_error: 375.0902 Epoch 4089/5000 148/148 [==============================] - 0s 34us/step - loss: 93951.2734 - mean_absolute_error: 262.5562 - val_loss: 157403.5546 - val_mean_absolute_error: 375.0892 Epoch 4090/5000 148/148 [==============================] - 0s 27us/step - loss: 93950.7500 - mean_absolute_error: 262.5553 - val_loss: 157402.7869 - val_mean_absolute_error: 375.0882 Epoch 4091/5000 148/148 [==============================] - 0s 34us/step - loss: 93950.2188 - mean_absolute_error: 262.5542 - val_loss: 157402.0812 - val_mean_absolute_error: 375.0873 Epoch 4092/5000 148/148 [==============================] - 0s 34us/step - loss: 93949.7109 - mean_absolute_error: 262.5533 - val_loss: 157401.3138 - val_mean_absolute_error: 375.0863 Epoch 4093/5000 148/148 [==============================] - 0s 34us/step - loss: 93949.1719 - mean_absolute_error: 262.5522 - val_loss: 157400.5769 - val_mean_absolute_error: 375.0853 Epoch 4094/5000 148/148 [==============================] - 0s 34us/step - loss: 93948.6484 - mean_absolute_error: 262.5512 - val_loss: 157399.8250 - val_mean_absolute_error: 375.0844 Epoch 4095/5000 148/148 [==============================] - 0s 27us/step - loss: 93948.1250 - mean_absolute_error: 262.5502 - val_loss: 157399.0729 - val_mean_absolute_error: 375.0834 Epoch 4096/5000 148/148 [==============================] - 0s 34us/step - loss: 93947.6016 - mean_absolute_error: 262.5492 - val_loss: 157398.3362 - val_mean_absolute_error: 375.0824 Epoch 4097/5000 148/148 [==============================] - 0s 34us/step - loss: 93947.0781 - mean_absolute_error: 262.5482 - val_loss: 157397.5844 - val_mean_absolute_error: 375.0815 Epoch 4098/5000 148/148 [==============================] - 0s 27us/step - loss: 93946.5625 - mean_absolute_error: 262.5472 - val_loss: 157396.8321 - val_mean_absolute_error: 375.0805 Epoch 4099/5000 148/148 [==============================] - 0s 27us/step - loss: 93946.0312 - mean_absolute_error: 262.5463 - val_loss: 157396.0954 - val_mean_absolute_error: 375.0795 Epoch 4100/5000 148/148 [==============================] - 0s 34us/step - loss: 93945.5078 - mean_absolute_error: 262.5453 - val_loss: 157395.3435 - val_mean_absolute_error: 375.0786 Epoch 4101/5000 148/148 [==============================] - 0s 27us/step - loss: 93944.9766 - mean_absolute_error: 262.5443 - val_loss: 157394.5912 - val_mean_absolute_error: 375.0776 Epoch 4102/5000 148/148 [==============================] - 0s 34us/step - loss: 93944.4609 - mean_absolute_error: 262.5433 - val_loss: 157393.8392 - val_mean_absolute_error: 375.0767 Epoch 4103/5000 148/148 [==============================] - 0s 34us/step - loss: 93943.9297 - mean_absolute_error: 262.5423 - val_loss: 157393.1027 - val_mean_absolute_error: 375.0757 Epoch 4104/5000 148/148 [==============================] - 0s 27us/step - loss: 93943.4219 - mean_absolute_error: 262.5413 - val_loss: 157392.3504 - val_mean_absolute_error: 375.0747 Epoch 4105/5000 148/148 [==============================] - 0s 34us/step - loss: 93942.8984 - mean_absolute_error: 262.5403 - val_loss: 157391.5983 - val_mean_absolute_error: 375.0737 Epoch 4106/5000 148/148 [==============================] - 0s 27us/step - loss: 93942.3672 - mean_absolute_error: 262.5393 - val_loss: 157390.8621 - val_mean_absolute_error: 375.0728 Epoch 4107/5000 148/148 [==============================] - 0s 27us/step - loss: 93941.8594 - mean_absolute_error: 262.5383 - val_loss: 157390.1098 - val_mean_absolute_error: 375.0718 Epoch 4108/5000 148/148 [==============================] - 0s 27us/step - loss: 93941.3203 - mean_absolute_error: 262.5373 - val_loss: 157389.3575 - val_mean_absolute_error: 375.0708 Epoch 4109/5000 148/148 [==============================] - 0s 34us/step - loss: 93940.7812 - mean_absolute_error: 262.5363 - val_loss: 157388.6212 - val_mean_absolute_error: 375.0699 Epoch 4110/5000 148/148 [==============================] - 0s 34us/step - loss: 93940.2734 - mean_absolute_error: 262.5353 - val_loss: 157387.8690 - val_mean_absolute_error: 375.0689 Epoch 4111/5000 148/148 [==============================] - 0s 34us/step - loss: 93939.7500 - mean_absolute_error: 262.5343 - val_loss: 157387.1013 - val_mean_absolute_error: 375.0679 Epoch 4112/5000 148/148 [==============================] - 0s 34us/step - loss: 93939.2266 - mean_absolute_error: 262.5333 - val_loss: 157386.3804 - val_mean_absolute_error: 375.0669 Epoch 4113/5000 148/148 [==============================] - 0s 27us/step - loss: 93938.7031 - mean_absolute_error: 262.5323 - val_loss: 157385.6129 - val_mean_absolute_error: 375.0659 Epoch 4114/5000 148/148 [==============================] - 0s 34us/step - loss: 93938.1719 - mean_absolute_error: 262.5313 - val_loss: 157384.8919 - val_mean_absolute_error: 375.0650 Epoch 4115/5000 148/148 [==============================] - 0s 34us/step - loss: 93937.6719 - mean_absolute_error: 262.5303 - val_loss: 157384.1396 - val_mean_absolute_error: 375.0640 Epoch 4116/5000 148/148 [==============================] - 0s 27us/step - loss: 93937.1328 - mean_absolute_error: 262.5294 - val_loss: 157383.3567 - val_mean_absolute_error: 375.0630 Epoch 4117/5000 148/148 [==============================] - 0s 27us/step - loss: 93936.6094 - mean_absolute_error: 262.5283 - val_loss: 157382.6510 - val_mean_absolute_error: 375.0620 Epoch 4118/5000 148/148 [==============================] - 0s 34us/step - loss: 93936.0938 - mean_absolute_error: 262.5273 - val_loss: 157381.8833 - val_mean_absolute_error: 375.0611 Epoch 4119/5000 148/148 [==============================] - 0s 34us/step - loss: 93935.5703 - mean_absolute_error: 262.5263 - val_loss: 157381.1313 - val_mean_absolute_error: 375.0601 Epoch 4120/5000 148/148 [==============================] - 0s 34us/step - loss: 93935.0469 - mean_absolute_error: 262.5253 - val_loss: 157380.4102 - val_mean_absolute_error: 375.0591 Epoch 4121/5000 148/148 [==============================] - 0s 27us/step - loss: 93934.5234 - mean_absolute_error: 262.5243 - val_loss: 157379.6425 - val_mean_absolute_error: 375.0582 Epoch 4122/5000 148/148 [==============================] - 0s 27us/step - loss: 93934.0000 - mean_absolute_error: 262.5233 - val_loss: 157378.9058 - val_mean_absolute_error: 375.0572 Epoch 4123/5000 148/148 [==============================] - 0s 34us/step - loss: 93933.4688 - mean_absolute_error: 262.5223 - val_loss: 157378.1696 - val_mean_absolute_error: 375.0562 Epoch 4124/5000 148/148 [==============================] - 0s 34us/step - loss: 93932.9531 - mean_absolute_error: 262.5214 - val_loss: 157377.4173 - val_mean_absolute_error: 375.0553 Epoch 4125/5000 148/148 [==============================] - 0s 27us/step - loss: 93932.4219 - mean_absolute_error: 262.5204 - val_loss: 157376.6650 - val_mean_absolute_error: 375.0543 Epoch 4126/5000 148/148 [==============================] - 0s 34us/step - loss: 93931.8984 - mean_absolute_error: 262.5194 - val_loss: 157375.9133 - val_mean_absolute_error: 375.0533 Epoch 4127/5000 148/148 [==============================] - 0s 27us/step - loss: 93931.3828 - mean_absolute_error: 262.5184 - val_loss: 157375.1610 - val_mean_absolute_error: 375.0524 Epoch 4128/5000 148/148 [==============================] - 0s 34us/step - loss: 93930.8594 - mean_absolute_error: 262.5174 - val_loss: 157374.4088 - val_mean_absolute_error: 375.0514 Epoch 4129/5000 148/148 [==============================] - 0s 34us/step - loss: 93930.3281 - mean_absolute_error: 262.5164 - val_loss: 157373.6725 - val_mean_absolute_error: 375.0505 Epoch 4130/5000 148/148 [==============================] - 0s 27us/step - loss: 93929.8203 - mean_absolute_error: 262.5154 - val_loss: 157372.9204 - val_mean_absolute_error: 375.0494 Epoch 4131/5000 148/148 [==============================] - 0s 27us/step - loss: 93929.2891 - mean_absolute_error: 262.5143 - val_loss: 157372.1681 - val_mean_absolute_error: 375.0485 Epoch 4132/5000 148/148 [==============================] - 0s 34us/step - loss: 93928.7578 - mean_absolute_error: 262.5134 - val_loss: 157371.4163 - val_mean_absolute_error: 375.0475 Epoch 4133/5000 148/148 [==============================] - 0s 34us/step - loss: 93928.2500 - mean_absolute_error: 262.5124 - val_loss: 157370.6796 - val_mean_absolute_error: 375.0466 Epoch 4134/5000 148/148 [==============================] - 0s 34us/step - loss: 93927.7266 - mean_absolute_error: 262.5114 - val_loss: 157369.9275 - val_mean_absolute_error: 375.0455 Epoch 4135/5000 148/148 [==============================] - 0s 34us/step - loss: 93927.1875 - mean_absolute_error: 262.5104 - val_loss: 157369.1908 - val_mean_absolute_error: 375.0445 Epoch 4136/5000 148/148 [==============================] - 0s 27us/step - loss: 93926.6719 - mean_absolute_error: 262.5094 - val_loss: 157368.4388 - val_mean_absolute_error: 375.0436 Epoch 4137/5000 148/148 [==============================] - 0s 27us/step - loss: 93926.1484 - mean_absolute_error: 262.5084 - val_loss: 157367.6867 - val_mean_absolute_error: 375.0426 Epoch 4138/5000 148/148 [==============================] - 0s 34us/step - loss: 93925.6250 - mean_absolute_error: 262.5074 - val_loss: 157366.9500 - val_mean_absolute_error: 375.0417 Epoch 4139/5000 148/148 [==============================] - 0s 27us/step - loss: 93925.1016 - mean_absolute_error: 262.5064 - val_loss: 157366.1825 - val_mean_absolute_error: 375.0407 Epoch 4140/5000 148/148 [==============================] - 0s 34us/step - loss: 93924.5781 - mean_absolute_error: 262.5054 - val_loss: 157365.4304 - val_mean_absolute_error: 375.0397 Epoch 4141/5000 148/148 [==============================] - 0s 27us/step - loss: 93924.0547 - mean_absolute_error: 262.5044 - val_loss: 157364.6940 - val_mean_absolute_error: 375.0387 Epoch 4142/5000 148/148 [==============================] - 0s 27us/step - loss: 93923.5312 - mean_absolute_error: 262.5034 - val_loss: 157363.9571 - val_mean_absolute_error: 375.0378 Epoch 4143/5000 148/148 [==============================] - 0s 27us/step - loss: 93923.0078 - mean_absolute_error: 262.5024 - val_loss: 157363.2050 - val_mean_absolute_error: 375.0368 Epoch 4144/5000 148/148 [==============================] - 0s 27us/step - loss: 93922.4766 - mean_absolute_error: 262.5014 - val_loss: 157362.4685 - val_mean_absolute_error: 375.0359 Epoch 4145/5000 148/148 [==============================] - 0s 27us/step - loss: 93921.9609 - mean_absolute_error: 262.5004 - val_loss: 157361.7162 - val_mean_absolute_error: 375.0349 Epoch 4146/5000 148/148 [==============================] - 0s 34us/step - loss: 93921.4297 - mean_absolute_error: 262.4994 - val_loss: 157360.9642 - val_mean_absolute_error: 375.0339 Epoch 4147/5000 148/148 [==============================] - 0s 34us/step - loss: 93920.9141 - mean_absolute_error: 262.4984 - val_loss: 157360.2125 - val_mean_absolute_error: 375.0330 Epoch 4148/5000 148/148 [==============================] - 0s 27us/step - loss: 93920.3906 - mean_absolute_error: 262.4974 - val_loss: 157359.4602 - val_mean_absolute_error: 375.0320 Epoch 4149/5000 148/148 [==============================] - 0s 27us/step - loss: 93919.8594 - mean_absolute_error: 262.4965 - val_loss: 157358.7392 - val_mean_absolute_error: 375.0310 Epoch 4150/5000 148/148 [==============================] - 0s 41us/step - loss: 93919.3516 - mean_absolute_error: 262.4955 - val_loss: 157357.9717 - val_mean_absolute_error: 375.0301 Epoch 4151/5000 148/148 [==============================] - 0s 27us/step - loss: 93918.8281 - mean_absolute_error: 262.4945 - val_loss: 157357.2350 - val_mean_absolute_error: 375.0291 Epoch 4152/5000 148/148 [==============================] - 0s 34us/step - loss: 93918.2969 - mean_absolute_error: 262.4935 - val_loss: 157356.4829 - val_mean_absolute_error: 375.0281 Epoch 4153/5000 148/148 [==============================] - 0s 27us/step - loss: 93917.7734 - mean_absolute_error: 262.4925 - val_loss: 157355.7308 - val_mean_absolute_error: 375.0272 Epoch 4154/5000 148/148 [==============================] - 0s 34us/step - loss: 93917.2500 - mean_absolute_error: 262.4915 - val_loss: 157354.9942 - val_mean_absolute_error: 375.0262 Epoch 4155/5000 148/148 [==============================] - 0s 27us/step - loss: 93916.7266 - mean_absolute_error: 262.4904 - val_loss: 157354.2575 - val_mean_absolute_error: 375.0252 Epoch 4156/5000 148/148 [==============================] - 0s 34us/step - loss: 93916.2109 - mean_absolute_error: 262.4895 - val_loss: 157353.5054 - val_mean_absolute_error: 375.0242 Epoch 4157/5000 148/148 [==============================] - 0s 34us/step - loss: 93915.6719 - mean_absolute_error: 262.4885 - val_loss: 157352.7533 - val_mean_absolute_error: 375.0233 Epoch 4158/5000 148/148 [==============================] - 0s 27us/step - loss: 93915.1484 - mean_absolute_error: 262.4875 - val_loss: 157351.9860 - val_mean_absolute_error: 375.0223 Epoch 4159/5000 148/148 [==============================] - 0s 41us/step - loss: 93914.6406 - mean_absolute_error: 262.4865 - val_loss: 157351.2492 - val_mean_absolute_error: 375.0214 Epoch 4160/5000 148/148 [==============================] - 0s 34us/step - loss: 93914.1172 - mean_absolute_error: 262.4855 - val_loss: 157350.4971 - val_mean_absolute_error: 375.0203 Epoch 4161/5000 148/148 [==============================] - 0s 27us/step - loss: 93913.5781 - mean_absolute_error: 262.4845 - val_loss: 157349.7452 - val_mean_absolute_error: 375.0194 Epoch 4162/5000 148/148 [==============================] - 0s 27us/step - loss: 93913.0703 - mean_absolute_error: 262.4835 - val_loss: 157349.0237 - val_mean_absolute_error: 375.0184 Epoch 4163/5000 148/148 [==============================] - 0s 34us/step - loss: 93912.5469 - mean_absolute_error: 262.4825 - val_loss: 157348.2408 - val_mean_absolute_error: 375.0174 Epoch 4164/5000 148/148 [==============================] - 0s 34us/step - loss: 93912.0156 - mean_absolute_error: 262.4815 - val_loss: 157347.5200 - val_mean_absolute_error: 375.0165 Epoch 4165/5000 148/148 [==============================] - 0s 34us/step - loss: 93911.5000 - mean_absolute_error: 262.4805 - val_loss: 157346.7677 - val_mean_absolute_error: 375.0155 Epoch 4166/5000 148/148 [==============================] - 0s 34us/step - loss: 93910.9766 - mean_absolute_error: 262.4794 - val_loss: 157346.0154 - val_mean_absolute_error: 375.0145 Epoch 4167/5000 148/148 [==============================] - 0s 34us/step - loss: 93910.4531 - mean_absolute_error: 262.4785 - val_loss: 157345.2792 - val_mean_absolute_error: 375.0136 Epoch 4168/5000 148/148 [==============================] - 0s 34us/step - loss: 93909.9297 - mean_absolute_error: 262.4775 - val_loss: 157344.5271 - val_mean_absolute_error: 375.0126 Epoch 4169/5000 148/148 [==============================] - 0s 27us/step - loss: 93909.4062 - mean_absolute_error: 262.4765 - val_loss: 157343.7748 - val_mean_absolute_error: 375.0116 Epoch 4170/5000 148/148 [==============================] - 0s 27us/step - loss: 93908.8750 - mean_absolute_error: 262.4755 - val_loss: 157343.0383 - val_mean_absolute_error: 375.0107 Epoch 4171/5000 148/148 [==============================] - 0s 34us/step - loss: 93908.3672 - mean_absolute_error: 262.4745 - val_loss: 157342.2708 - val_mean_absolute_error: 375.0097 Epoch 4172/5000 148/148 [==============================] - 0s 27us/step - loss: 93907.8281 - mean_absolute_error: 262.4735 - val_loss: 157341.5340 - val_mean_absolute_error: 375.0087 Epoch 4173/5000 148/148 [==============================] - 0s 34us/step - loss: 93907.3125 - mean_absolute_error: 262.4725 - val_loss: 157340.7821 - val_mean_absolute_error: 375.0077 Epoch 4174/5000 148/148 [==============================] - 0s 34us/step - loss: 93906.7812 - mean_absolute_error: 262.4715 - val_loss: 157340.0300 - val_mean_absolute_error: 375.0068 Epoch 4175/5000 148/148 [==============================] - 0s 27us/step - loss: 93906.2656 - mean_absolute_error: 262.4706 - val_loss: 157339.2933 - val_mean_absolute_error: 375.0058 Epoch 4176/5000 148/148 [==============================] - 0s 34us/step - loss: 93905.7422 - mean_absolute_error: 262.4695 - val_loss: 157338.5413 - val_mean_absolute_error: 375.0048 Epoch 4177/5000 148/148 [==============================] - 0s 34us/step - loss: 93905.2266 - mean_absolute_error: 262.4686 - val_loss: 157337.8046 - val_mean_absolute_error: 375.0039 Epoch 4178/5000 148/148 [==============================] - 0s 27us/step - loss: 93904.6875 - mean_absolute_error: 262.4676 - val_loss: 157337.0681 - val_mean_absolute_error: 375.0029 Epoch 4179/5000 148/148 [==============================] - 0s 27us/step - loss: 93904.1875 - mean_absolute_error: 262.4666 - val_loss: 157336.3004 - val_mean_absolute_error: 375.0019 Epoch 4180/5000 148/148 [==============================] - 0s 34us/step - loss: 93903.6562 - mean_absolute_error: 262.4655 - val_loss: 157335.5638 - val_mean_absolute_error: 375.0009 Epoch 4181/5000 148/148 [==============================] - 0s 27us/step - loss: 93903.1250 - mean_absolute_error: 262.4645 - val_loss: 157334.8275 - val_mean_absolute_error: 375.0000 Epoch 4182/5000 148/148 [==============================] - 0s 34us/step - loss: 93902.6016 - mean_absolute_error: 262.4636 - val_loss: 157334.0598 - val_mean_absolute_error: 374.9990 Epoch 4183/5000 148/148 [==============================] - 0s 34us/step - loss: 93902.0859 - mean_absolute_error: 262.4626 - val_loss: 157333.3229 - val_mean_absolute_error: 374.9980 Epoch 4184/5000 148/148 [==============================] - 0s 27us/step - loss: 93901.5547 - mean_absolute_error: 262.4615 - val_loss: 157332.5713 - val_mean_absolute_error: 374.9970 Epoch 4185/5000 148/148 [==============================] - 0s 34us/step - loss: 93901.0391 - mean_absolute_error: 262.4605 - val_loss: 157331.8192 - val_mean_absolute_error: 374.9960 Epoch 4186/5000 148/148 [==============================] - 0s 34us/step - loss: 93900.5156 - mean_absolute_error: 262.4596 - val_loss: 157331.0669 - val_mean_absolute_error: 374.9951 Epoch 4187/5000 148/148 [==============================] - 0s 34us/step - loss: 93899.9766 - mean_absolute_error: 262.4586 - val_loss: 157330.3304 - val_mean_absolute_error: 374.9941 Epoch 4188/5000 148/148 [==============================] - 0s 27us/step - loss: 93899.4766 - mean_absolute_error: 262.4576 - val_loss: 157329.5783 - val_mean_absolute_error: 374.9932 Epoch 4189/5000 148/148 [==============================] - 0s 34us/step - loss: 93898.9453 - mean_absolute_error: 262.4566 - val_loss: 157328.8260 - val_mean_absolute_error: 374.9922 Epoch 4190/5000 148/148 [==============================] - 0s 34us/step - loss: 93898.4219 - mean_absolute_error: 262.4556 - val_loss: 157328.0742 - val_mean_absolute_error: 374.9912 Epoch 4191/5000 148/148 [==============================] - 0s 27us/step - loss: 93897.8984 - mean_absolute_error: 262.4545 - val_loss: 157327.3375 - val_mean_absolute_error: 374.9902 Epoch 4192/5000 148/148 [==============================] - 0s 27us/step - loss: 93897.3750 - mean_absolute_error: 262.4536 - val_loss: 157326.5854 - val_mean_absolute_error: 374.9893 Epoch 4193/5000 148/148 [==============================] - 0s 27us/step - loss: 93896.8438 - mean_absolute_error: 262.4526 - val_loss: 157325.8490 - val_mean_absolute_error: 374.9883 Epoch 4194/5000 148/148 [==============================] - 0s 34us/step - loss: 93896.3359 - mean_absolute_error: 262.4516 - val_loss: 157325.0812 - val_mean_absolute_error: 374.9874 Epoch 4195/5000 148/148 [==============================] - 0s 34us/step - loss: 93895.8047 - mean_absolute_error: 262.4506 - val_loss: 157324.3292 - val_mean_absolute_error: 374.9864 Epoch 4196/5000 148/148 [==============================] - 0s 27us/step - loss: 93895.2734 - mean_absolute_error: 262.4496 - val_loss: 157323.6079 - val_mean_absolute_error: 374.9855 Epoch 4197/5000 148/148 [==============================] - 0s 27us/step - loss: 93894.7656 - mean_absolute_error: 262.4486 - val_loss: 157322.8558 - val_mean_absolute_error: 374.9845 Epoch 4198/5000 148/148 [==============================] - 0s 34us/step - loss: 93894.2266 - mean_absolute_error: 262.4476 - val_loss: 157322.0883 - val_mean_absolute_error: 374.9835 Epoch 4199/5000 148/148 [==============================] - 0s 34us/step - loss: 93893.7031 - mean_absolute_error: 262.4466 - val_loss: 157321.3673 - val_mean_absolute_error: 374.9825 Epoch 4200/5000 148/148 [==============================] - 0s 27us/step - loss: 93893.1875 - mean_absolute_error: 262.4456 - val_loss: 157320.6150 - val_mean_absolute_error: 374.9816 Epoch 4201/5000 148/148 [==============================] - 0s 34us/step - loss: 93892.6562 - mean_absolute_error: 262.4446 - val_loss: 157319.8629 - val_mean_absolute_error: 374.9806 Epoch 4202/5000 148/148 [==============================] - 0s 27us/step - loss: 93892.1328 - mean_absolute_error: 262.4437 - val_loss: 157319.1112 - val_mean_absolute_error: 374.9796 Epoch 4203/5000 148/148 [==============================] - 0s 34us/step - loss: 93891.6250 - mean_absolute_error: 262.4427 - val_loss: 157318.3744 - val_mean_absolute_error: 374.9786 Epoch 4204/5000 148/148 [==============================] - 0s 27us/step - loss: 93891.0938 - mean_absolute_error: 262.4416 - val_loss: 157317.6221 - val_mean_absolute_error: 374.9777 Epoch 4205/5000 148/148 [==============================] - 0s 34us/step - loss: 93890.5703 - mean_absolute_error: 262.4406 - val_loss: 157316.8704 - val_mean_absolute_error: 374.9767 Epoch 4206/5000 148/148 [==============================] - 0s 34us/step - loss: 93890.0469 - mean_absolute_error: 262.4396 - val_loss: 157316.1335 - val_mean_absolute_error: 374.9758 Epoch 4207/5000 148/148 [==============================] - 0s 27us/step - loss: 93889.5234 - mean_absolute_error: 262.4386 - val_loss: 157315.3658 - val_mean_absolute_error: 374.9748 Epoch 4208/5000 148/148 [==============================] - 0s 27us/step - loss: 93888.9922 - mean_absolute_error: 262.4377 - val_loss: 157314.6296 - val_mean_absolute_error: 374.9738 Epoch 4209/5000 148/148 [==============================] - 0s 34us/step - loss: 93888.4766 - mean_absolute_error: 262.4366 - val_loss: 157313.8929 - val_mean_absolute_error: 374.9728 Epoch 4210/5000 148/148 [==============================] - 0s 27us/step - loss: 93887.9531 - mean_absolute_error: 262.4356 - val_loss: 157313.1406 - val_mean_absolute_error: 374.9718 Epoch 4211/5000 148/148 [==============================] - 0s 34us/step - loss: 93887.4219 - mean_absolute_error: 262.4347 - val_loss: 157312.3888 - val_mean_absolute_error: 374.9708 Epoch 4212/5000 148/148 [==============================] - 0s 34us/step - loss: 93886.9062 - mean_absolute_error: 262.4337 - val_loss: 157311.6367 - val_mean_absolute_error: 374.9699 Epoch 4213/5000 148/148 [==============================] - 0s 27us/step - loss: 93886.3906 - mean_absolute_error: 262.4327 - val_loss: 157310.9004 - val_mean_absolute_error: 374.9690 Epoch 4214/5000 148/148 [==============================] - 0s 27us/step - loss: 93885.8672 - mean_absolute_error: 262.4317 - val_loss: 157310.1635 - val_mean_absolute_error: 374.9679 Epoch 4215/5000 148/148 [==============================] - 0s 34us/step - loss: 93885.3438 - mean_absolute_error: 262.4306 - val_loss: 157309.3958 - val_mean_absolute_error: 374.9670 Epoch 4216/5000 148/148 [==============================] - 0s 27us/step - loss: 93884.8203 - mean_absolute_error: 262.4296 - val_loss: 157308.6596 - val_mean_absolute_error: 374.9660 Epoch 4217/5000 148/148 [==============================] - 0s 27us/step - loss: 93884.2969 - mean_absolute_error: 262.4286 - val_loss: 157307.9227 - val_mean_absolute_error: 374.9650 Epoch 4218/5000 148/148 [==============================] - 0s 34us/step - loss: 93883.7734 - mean_absolute_error: 262.4276 - val_loss: 157307.1550 - val_mean_absolute_error: 374.9641 Epoch 4219/5000 148/148 [==============================] - 0s 34us/step - loss: 93883.2422 - mean_absolute_error: 262.4267 - val_loss: 157306.4188 - val_mean_absolute_error: 374.9632 Epoch 4220/5000 148/148 [==============================] - 0s 34us/step - loss: 93882.7266 - mean_absolute_error: 262.4257 - val_loss: 157305.6665 - val_mean_absolute_error: 374.9621 Epoch 4221/5000 148/148 [==============================] - 0s 27us/step - loss: 93882.1953 - mean_absolute_error: 262.4247 - val_loss: 157304.9144 - val_mean_absolute_error: 374.9612 Epoch 4222/5000 148/148 [==============================] - 0s 27us/step - loss: 93881.6719 - mean_absolute_error: 262.4237 - val_loss: 157304.1933 - val_mean_absolute_error: 374.9602 Epoch 4223/5000 148/148 [==============================] - 0s 34us/step - loss: 93881.1562 - mean_absolute_error: 262.4227 - val_loss: 157303.4258 - val_mean_absolute_error: 374.9593 Epoch 4224/5000 148/148 [==============================] - 0s 27us/step - loss: 93880.6250 - mean_absolute_error: 262.4217 - val_loss: 157302.6735 - val_mean_absolute_error: 374.9583 Epoch 4225/5000 148/148 [==============================] - 0s 27us/step - loss: 93880.1094 - mean_absolute_error: 262.4207 - val_loss: 157301.9371 - val_mean_absolute_error: 374.9573 Epoch 4226/5000 148/148 [==============================] - 0s 27us/step - loss: 93879.5938 - mean_absolute_error: 262.4197 - val_loss: 157301.1850 - val_mean_absolute_error: 374.9563 Epoch 4227/5000 148/148 [==============================] - 0s 34us/step - loss: 93879.0703 - mean_absolute_error: 262.4188 - val_loss: 157300.4327 - val_mean_absolute_error: 374.9554 Epoch 4228/5000 148/148 [==============================] - 0s 34us/step - loss: 93878.5312 - mean_absolute_error: 262.4177 - val_loss: 157299.6963 - val_mean_absolute_error: 374.9544 Epoch 4229/5000 148/148 [==============================] - 0s 34us/step - loss: 93878.0234 - mean_absolute_error: 262.4167 - val_loss: 157298.9442 - val_mean_absolute_error: 374.9534 Epoch 4230/5000 148/148 [==============================] - 0s 34us/step - loss: 93877.5000 - mean_absolute_error: 262.4157 - val_loss: 157298.1921 - val_mean_absolute_error: 374.9525 Epoch 4231/5000 148/148 [==============================] - 0s 41us/step - loss: 93876.9766 - mean_absolute_error: 262.4147 - val_loss: 157297.4402 - val_mean_absolute_error: 374.9515 Epoch 4232/5000 148/148 [==============================] - 0s 27us/step - loss: 93876.4531 - mean_absolute_error: 262.4137 - val_loss: 157296.6879 - val_mean_absolute_error: 374.9505 Epoch 4233/5000 148/148 [==============================] - 0s 34us/step - loss: 93875.9219 - mean_absolute_error: 262.4127 - val_loss: 157295.9667 - val_mean_absolute_error: 374.9495 Epoch 4234/5000 148/148 [==============================] - 0s 34us/step - loss: 93875.4062 - mean_absolute_error: 262.4117 - val_loss: 157295.1994 - val_mean_absolute_error: 374.9485 Epoch 4235/5000 148/148 [==============================] - 0s 34us/step - loss: 93874.8828 - mean_absolute_error: 262.4107 - val_loss: 157294.4625 - val_mean_absolute_error: 374.9476 Epoch 4236/5000 148/148 [==============================] - 0s 27us/step - loss: 93874.3594 - mean_absolute_error: 262.4097 - val_loss: 157293.7104 - val_mean_absolute_error: 374.9466 Epoch 4237/5000 148/148 [==============================] - 0s 27us/step - loss: 93873.8281 - mean_absolute_error: 262.4087 - val_loss: 157292.9742 - val_mean_absolute_error: 374.9456 Epoch 4238/5000 148/148 [==============================] - 0s 34us/step - loss: 93873.3203 - mean_absolute_error: 262.4077 - val_loss: 157292.2219 - val_mean_absolute_error: 374.9447 Epoch 4239/5000 148/148 [==============================] - 0s 27us/step - loss: 93872.7812 - mean_absolute_error: 262.4067 - val_loss: 157291.4696 - val_mean_absolute_error: 374.9437 Epoch 4240/5000 148/148 [==============================] - 0s 34us/step - loss: 93872.2578 - mean_absolute_error: 262.4057 - val_loss: 157290.7333 - val_mean_absolute_error: 374.9427 Epoch 4241/5000 148/148 [==============================] - 0s 41us/step - loss: 93871.7500 - mean_absolute_error: 262.4047 - val_loss: 157289.9813 - val_mean_absolute_error: 374.9417 Epoch 4242/5000 148/148 [==============================] - 0s 27us/step - loss: 93871.2188 - mean_absolute_error: 262.4037 - val_loss: 157289.2292 - val_mean_absolute_error: 374.9408 Epoch 4243/5000 148/148 [==============================] - 0s 40us/step - loss: 93870.7031 - mean_absolute_error: 262.4027 - val_loss: 157288.4771 - val_mean_absolute_error: 374.9398 Epoch 4244/5000 148/148 [==============================] - 0s 27us/step - loss: 93870.1719 - mean_absolute_error: 262.4018 - val_loss: 157287.7404 - val_mean_absolute_error: 374.9389 Epoch 4245/5000 148/148 [==============================] - 0s 34us/step - loss: 93869.6406 - mean_absolute_error: 262.4008 - val_loss: 157286.9883 - val_mean_absolute_error: 374.9379 Epoch 4246/5000 148/148 [==============================] - 0s 41us/step - loss: 93869.1250 - mean_absolute_error: 262.3998 - val_loss: 157286.2517 - val_mean_absolute_error: 374.9370 Epoch 4247/5000 148/148 [==============================] - 0s 27us/step - loss: 93868.6094 - mean_absolute_error: 262.3988 - val_loss: 157285.4842 - val_mean_absolute_error: 374.9360 Epoch 4248/5000 148/148 [==============================] - 0s 34us/step - loss: 93868.0781 - mean_absolute_error: 262.3978 - val_loss: 157284.7631 - val_mean_absolute_error: 374.9350 Epoch 4249/5000 148/148 [==============================] - 0s 27us/step - loss: 93867.5625 - mean_absolute_error: 262.3968 - val_loss: 157284.0108 - val_mean_absolute_error: 374.9341 Epoch 4250/5000 148/148 [==============================] - 0s 34us/step - loss: 93867.0312 - mean_absolute_error: 262.3958 - val_loss: 157283.2433 - val_mean_absolute_error: 374.9331 Epoch 4251/5000 148/148 [==============================] - 0s 27us/step - loss: 93866.5078 - mean_absolute_error: 262.3948 - val_loss: 157282.5225 - val_mean_absolute_error: 374.9321 Epoch 4252/5000 148/148 [==============================] - 0s 41us/step - loss: 93866.0000 - mean_absolute_error: 262.3938 - val_loss: 157281.7548 - val_mean_absolute_error: 374.9311 Epoch 4253/5000 148/148 [==============================] - 0s 34us/step - loss: 93865.4688 - mean_absolute_error: 262.3928 - val_loss: 157281.0179 - val_mean_absolute_error: 374.9302 Epoch 4254/5000 148/148 [==============================] - 0s 34us/step - loss: 93864.9453 - mean_absolute_error: 262.3918 - val_loss: 157280.2662 - val_mean_absolute_error: 374.9292 Epoch 4255/5000 148/148 [==============================] - 0s 34us/step - loss: 93864.4297 - mean_absolute_error: 262.3908 - val_loss: 157279.5140 - val_mean_absolute_error: 374.9282 Epoch 4256/5000 148/148 [==============================] - 0s 27us/step - loss: 93863.8984 - mean_absolute_error: 262.3898 - val_loss: 157278.7771 - val_mean_absolute_error: 374.9273 Epoch 4257/5000 148/148 [==============================] - 0s 34us/step - loss: 93863.3750 - mean_absolute_error: 262.3888 - val_loss: 157278.0408 - val_mean_absolute_error: 374.9263 Epoch 4258/5000 148/148 [==============================] - 0s 34us/step - loss: 93862.8594 - mean_absolute_error: 262.3878 - val_loss: 157277.2733 - val_mean_absolute_error: 374.9253 Epoch 4259/5000 148/148 [==============================] - 0s 27us/step - loss: 93862.3281 - mean_absolute_error: 262.3868 - val_loss: 157276.5365 - val_mean_absolute_error: 374.9243 Epoch 4260/5000 148/148 [==============================] - 0s 27us/step - loss: 93861.8047 - mean_absolute_error: 262.3858 - val_loss: 157275.7846 - val_mean_absolute_error: 374.9233 Epoch 4261/5000 148/148 [==============================] - 0s 34us/step - loss: 93861.2812 - mean_absolute_error: 262.3848 - val_loss: 157275.0325 - val_mean_absolute_error: 374.9224 Epoch 4262/5000 148/148 [==============================] - 0s 34us/step - loss: 93860.7500 - mean_absolute_error: 262.3839 - val_loss: 157274.2804 - val_mean_absolute_error: 374.9214 Epoch 4263/5000 148/148 [==============================] - 0s 27us/step - loss: 93860.2266 - mean_absolute_error: 262.3828 - val_loss: 157273.5594 - val_mean_absolute_error: 374.9204 Epoch 4264/5000 148/148 [==============================] - 0s 34us/step - loss: 93859.7188 - mean_absolute_error: 262.3818 - val_loss: 157272.8071 - val_mean_absolute_error: 374.9194 Epoch 4265/5000 148/148 [==============================] - 0s 34us/step - loss: 93859.1875 - mean_absolute_error: 262.3808 - val_loss: 157272.0396 - val_mean_absolute_error: 374.9185 Epoch 4266/5000 148/148 [==============================] - 0s 34us/step - loss: 93858.6641 - mean_absolute_error: 262.3798 - val_loss: 157271.3031 - val_mean_absolute_error: 374.9175 Epoch 4267/5000 148/148 [==============================] - 0s 34us/step - loss: 93858.1406 - mean_absolute_error: 262.3788 - val_loss: 157270.5663 - val_mean_absolute_error: 374.9165 Epoch 4268/5000 148/148 [==============================] - 0s 27us/step - loss: 93857.6250 - mean_absolute_error: 262.3778 - val_loss: 157269.7987 - val_mean_absolute_error: 374.9156 Epoch 4269/5000 148/148 [==============================] - 0s 34us/step - loss: 93857.0859 - mean_absolute_error: 262.3769 - val_loss: 157269.0623 - val_mean_absolute_error: 374.9146 Epoch 4270/5000 148/148 [==============================] - 0s 27us/step - loss: 93856.5781 - mean_absolute_error: 262.3759 - val_loss: 157268.3100 - val_mean_absolute_error: 374.9136 Epoch 4271/5000 148/148 [==============================] - 0s 27us/step - loss: 93856.0469 - mean_absolute_error: 262.3748 - val_loss: 157267.5579 - val_mean_absolute_error: 374.9127 Epoch 4272/5000 148/148 [==============================] - 0s 27us/step - loss: 93855.5234 - mean_absolute_error: 262.3739 - val_loss: 157266.8371 - val_mean_absolute_error: 374.9117 Epoch 4273/5000 148/148 [==============================] - 0s 27us/step - loss: 93855.0156 - mean_absolute_error: 262.3729 - val_loss: 157266.0694 - val_mean_absolute_error: 374.9108 Epoch 4274/5000 148/148 [==============================] - 0s 27us/step - loss: 93854.4844 - mean_absolute_error: 262.3719 - val_loss: 157265.3017 - val_mean_absolute_error: 374.9098 Epoch 4275/5000 148/148 [==============================] - 0s 41us/step - loss: 93853.9531 - mean_absolute_error: 262.3709 - val_loss: 157264.5963 - val_mean_absolute_error: 374.9088 Epoch 4276/5000 148/148 [==============================] - 0s 27us/step - loss: 93853.4375 - mean_absolute_error: 262.3699 - val_loss: 157263.8285 - val_mean_absolute_error: 374.9078 Epoch 4277/5000 148/148 [==============================] - 0s 27us/step - loss: 93852.9141 - mean_absolute_error: 262.3688 - val_loss: 157263.0921 - val_mean_absolute_error: 374.9069 Epoch 4278/5000 148/148 [==============================] - 0s 34us/step - loss: 93852.4062 - mean_absolute_error: 262.3679 - val_loss: 157262.3400 - val_mean_absolute_error: 374.9059 Epoch 4279/5000 148/148 [==============================] - 0s 34us/step - loss: 93851.8750 - mean_absolute_error: 262.3669 - val_loss: 157261.5879 - val_mean_absolute_error: 374.9050 Epoch 4280/5000 148/148 [==============================] - 0s 27us/step - loss: 93851.3438 - mean_absolute_error: 262.3659 - val_loss: 157260.8669 - val_mean_absolute_error: 374.9040 Epoch 4281/5000 148/148 [==============================] - 0s 27us/step - loss: 93850.8281 - mean_absolute_error: 262.3649 - val_loss: 157260.0992 - val_mean_absolute_error: 374.9030 Epoch 4282/5000 148/148 [==============================] - 0s 34us/step - loss: 93850.2969 - mean_absolute_error: 262.3639 - val_loss: 157259.3471 - val_mean_absolute_error: 374.9020 Epoch 4283/5000 148/148 [==============================] - 0s 27us/step - loss: 93849.7734 - mean_absolute_error: 262.3629 - val_loss: 157258.6108 - val_mean_absolute_error: 374.9010 Epoch 4284/5000 148/148 [==============================] - 0s 27us/step - loss: 93849.2656 - mean_absolute_error: 262.3619 - val_loss: 157257.8429 - val_mean_absolute_error: 374.9001 Epoch 4285/5000 148/148 [==============================] - 0s 34us/step - loss: 93848.7266 - mean_absolute_error: 262.3609 - val_loss: 157257.1063 - val_mean_absolute_error: 374.8991 Epoch 4286/5000 148/148 [==============================] - 0s 34us/step - loss: 93848.2031 - mean_absolute_error: 262.3599 - val_loss: 157256.3700 - val_mean_absolute_error: 374.8981 Epoch 4287/5000 148/148 [==============================] - 0s 27us/step - loss: 93847.6875 - mean_absolute_error: 262.3589 - val_loss: 157255.6023 - val_mean_absolute_error: 374.8971 Epoch 4288/5000 148/148 [==============================] - 0s 34us/step - loss: 93847.1641 - mean_absolute_error: 262.3578 - val_loss: 157254.8654 - val_mean_absolute_error: 374.8962 Epoch 4289/5000 148/148 [==============================] - 0s 27us/step - loss: 93846.6328 - mean_absolute_error: 262.3569 - val_loss: 157254.1292 - val_mean_absolute_error: 374.8952 Epoch 4290/5000 148/148 [==============================] - 0s 27us/step - loss: 93846.1250 - mean_absolute_error: 262.3559 - val_loss: 157253.3771 - val_mean_absolute_error: 374.8942 Epoch 4291/5000 148/148 [==============================] - 0s 27us/step - loss: 93845.5859 - mean_absolute_error: 262.3549 - val_loss: 157252.6248 - val_mean_absolute_error: 374.8933 Epoch 4292/5000 148/148 [==============================] - 0s 34us/step - loss: 93845.0625 - mean_absolute_error: 262.3539 - val_loss: 157251.8729 - val_mean_absolute_error: 374.8923 Epoch 4293/5000 148/148 [==============================] - 0s 34us/step - loss: 93844.5547 - mean_absolute_error: 262.3529 - val_loss: 157251.1517 - val_mean_absolute_error: 374.8913 Epoch 4294/5000 148/148 [==============================] - 0s 27us/step - loss: 93844.0234 - mean_absolute_error: 262.3519 - val_loss: 157250.3842 - val_mean_absolute_error: 374.8903 Epoch 4295/5000 148/148 [==============================] - 0s 41us/step - loss: 93843.4844 - mean_absolute_error: 262.3509 - val_loss: 157249.6475 - val_mean_absolute_error: 374.8894 Epoch 4296/5000 148/148 [==============================] - 0s 34us/step - loss: 93842.9844 - mean_absolute_error: 262.3499 - val_loss: 157248.9108 - val_mean_absolute_error: 374.8884 Epoch 4297/5000 148/148 [==============================] - 0s 34us/step - loss: 93842.4609 - mean_absolute_error: 262.3490 - val_loss: 157248.1433 - val_mean_absolute_error: 374.8875 Epoch 4298/5000 148/148 [==============================] - 0s 34us/step - loss: 93841.9375 - mean_absolute_error: 262.3480 - val_loss: 157247.4067 - val_mean_absolute_error: 374.8865 Epoch 4299/5000 148/148 [==============================] - 0s 27us/step - loss: 93841.4219 - mean_absolute_error: 262.3470 - val_loss: 157246.6392 - val_mean_absolute_error: 374.8856 Epoch 4300/5000 148/148 [==============================] - 0s 34us/step - loss: 93840.8828 - mean_absolute_error: 262.3460 - val_loss: 157245.9025 - val_mean_absolute_error: 374.8845 Epoch 4301/5000 148/148 [==============================] - 0s 27us/step - loss: 93840.3594 - mean_absolute_error: 262.3449 - val_loss: 157245.1506 - val_mean_absolute_error: 374.8836 Epoch 4302/5000 148/148 [==============================] - 0s 27us/step - loss: 93839.8438 - mean_absolute_error: 262.3440 - val_loss: 157244.4138 - val_mean_absolute_error: 374.8826 Epoch 4303/5000 148/148 [==============================] - 0s 34us/step - loss: 93839.3125 - mean_absolute_error: 262.3430 - val_loss: 157243.6462 - val_mean_absolute_error: 374.8817 Epoch 4304/5000 148/148 [==============================] - 0s 27us/step - loss: 93838.7891 - mean_absolute_error: 262.3419 - val_loss: 157242.9254 - val_mean_absolute_error: 374.8807 Epoch 4305/5000 148/148 [==============================] - 0s 27us/step - loss: 93838.2734 - mean_absolute_error: 262.3410 - val_loss: 157242.1577 - val_mean_absolute_error: 374.8797 Epoch 4306/5000 148/148 [==============================] - 0s 27us/step - loss: 93837.7500 - mean_absolute_error: 262.3400 - val_loss: 157241.4367 - val_mean_absolute_error: 374.8788 Epoch 4307/5000 148/148 [==============================] - 0s 27us/step - loss: 93837.2266 - mean_absolute_error: 262.3390 - val_loss: 157240.6692 - val_mean_absolute_error: 374.8777 Epoch 4308/5000 148/148 [==============================] - 0s 27us/step - loss: 93836.7109 - mean_absolute_error: 262.3380 - val_loss: 157239.9169 - val_mean_absolute_error: 374.8768 Epoch 4309/5000 148/148 [==============================] - 0s 34us/step - loss: 93836.1719 - mean_absolute_error: 262.3370 - val_loss: 157239.1958 - val_mean_absolute_error: 374.8758 Epoch 4310/5000 148/148 [==============================] - 0s 41us/step - loss: 93835.6562 - mean_absolute_error: 262.3360 - val_loss: 157238.4283 - val_mean_absolute_error: 374.8748 Epoch 4311/5000 148/148 [==============================] - 0s 27us/step - loss: 93835.1328 - mean_absolute_error: 262.3350 - val_loss: 157237.6917 - val_mean_absolute_error: 374.8739 Epoch 4312/5000 148/148 [==============================] - 0s 27us/step - loss: 93834.6094 - mean_absolute_error: 262.3340 - val_loss: 157236.9398 - val_mean_absolute_error: 374.8729 Epoch 4313/5000 148/148 [==============================] - 0s 27us/step - loss: 93834.1016 - mean_absolute_error: 262.3329 - val_loss: 157236.2029 - val_mean_absolute_error: 374.8719 Epoch 4314/5000 148/148 [==============================] - 0s 41us/step - loss: 93833.5703 - mean_absolute_error: 262.3320 - val_loss: 157235.4508 - val_mean_absolute_error: 374.8710 Epoch 4315/5000 148/148 [==============================] - 0s 34us/step - loss: 93833.0312 - mean_absolute_error: 262.3310 - val_loss: 157234.7144 - val_mean_absolute_error: 374.8700 Epoch 4316/5000 148/148 [==============================] - 0s 34us/step - loss: 93832.5234 - mean_absolute_error: 262.3300 - val_loss: 157233.9467 - val_mean_absolute_error: 374.8690 Epoch 4317/5000 148/148 [==============================] - 0s 41us/step - loss: 93832.0000 - mean_absolute_error: 262.3290 - val_loss: 157233.2100 - val_mean_absolute_error: 374.8680 Epoch 4318/5000 148/148 [==============================] - 0s 27us/step - loss: 93831.4766 - mean_absolute_error: 262.3280 - val_loss: 157232.4583 - val_mean_absolute_error: 374.8671 Epoch 4319/5000 148/148 [==============================] - 0s 34us/step - loss: 93830.9609 - mean_absolute_error: 262.3270 - val_loss: 157231.7060 - val_mean_absolute_error: 374.8661 Epoch 4320/5000 148/148 [==============================] - 0s 27us/step - loss: 93830.4219 - mean_absolute_error: 262.3260 - val_loss: 157230.9692 - val_mean_absolute_error: 374.8652 Epoch 4321/5000 148/148 [==============================] - 0s 27us/step - loss: 93829.8984 - mean_absolute_error: 262.3250 - val_loss: 157230.2175 - val_mean_absolute_error: 374.8642 Epoch 4322/5000 148/148 [==============================] - 0s 27us/step - loss: 93829.3828 - mean_absolute_error: 262.3240 - val_loss: 157229.4808 - val_mean_absolute_error: 374.8632 Epoch 4323/5000 148/148 [==============================] - 0s 34us/step - loss: 93828.8672 - mean_absolute_error: 262.3231 - val_loss: 157228.7131 - val_mean_absolute_error: 374.8623 Epoch 4324/5000 148/148 [==============================] - 0s 27us/step - loss: 93828.3281 - mean_absolute_error: 262.3221 - val_loss: 157227.9767 - val_mean_absolute_error: 374.8613 Epoch 4325/5000 148/148 [==============================] - 0s 27us/step - loss: 93827.8203 - mean_absolute_error: 262.3210 - val_loss: 157227.2246 - val_mean_absolute_error: 374.8603 Epoch 4326/5000 148/148 [==============================] - 0s 34us/step - loss: 93827.2891 - mean_absolute_error: 262.3200 - val_loss: 157226.4879 - val_mean_absolute_error: 374.8593 Epoch 4327/5000 148/148 [==============================] - 0s 27us/step - loss: 93826.7656 - mean_absolute_error: 262.3190 - val_loss: 157225.7358 - val_mean_absolute_error: 374.8584 Epoch 4328/5000 148/148 [==============================] - 0s 34us/step - loss: 93826.2500 - mean_absolute_error: 262.3181 - val_loss: 157224.9838 - val_mean_absolute_error: 374.8574 Epoch 4329/5000 148/148 [==============================] - 0s 27us/step - loss: 93825.7266 - mean_absolute_error: 262.3171 - val_loss: 157224.2317 - val_mean_absolute_error: 374.8563 Epoch 4330/5000 148/148 [==============================] - 0s 34us/step - loss: 93825.1953 - mean_absolute_error: 262.3160 - val_loss: 157223.4950 - val_mean_absolute_error: 374.8554 Epoch 4331/5000 148/148 [==============================] - 0s 34us/step - loss: 93824.6797 - mean_absolute_error: 262.3150 - val_loss: 157222.7429 - val_mean_absolute_error: 374.8544 Epoch 4332/5000 148/148 [==============================] - 0s 27us/step - loss: 93824.1562 - mean_absolute_error: 262.3141 - val_loss: 157221.9908 - val_mean_absolute_error: 374.8535 Epoch 4333/5000 148/148 [==============================] - 0s 27us/step - loss: 93823.6250 - mean_absolute_error: 262.3131 - val_loss: 157221.2698 - val_mean_absolute_error: 374.8525 Epoch 4334/5000 148/148 [==============================] - 0s 34us/step - loss: 93823.1172 - mean_absolute_error: 262.3120 - val_loss: 157220.4867 - val_mean_absolute_error: 374.8515 Epoch 4335/5000 148/148 [==============================] - 0s 41us/step - loss: 93822.5781 - mean_absolute_error: 262.3111 - val_loss: 157219.7654 - val_mean_absolute_error: 374.8506 Epoch 4336/5000 148/148 [==============================] - 0s 27us/step - loss: 93822.0625 - mean_absolute_error: 262.3101 - val_loss: 157219.0138 - val_mean_absolute_error: 374.8496 Epoch 4337/5000 148/148 [==============================] - 0s 41us/step - loss: 93821.5547 - mean_absolute_error: 262.3090 - val_loss: 157218.2615 - val_mean_absolute_error: 374.8486 Epoch 4338/5000 148/148 [==============================] - 0s 34us/step - loss: 93821.0156 - mean_absolute_error: 262.3080 - val_loss: 157217.5092 - val_mean_absolute_error: 374.8477 Epoch 4339/5000 148/148 [==============================] - 0s 27us/step - loss: 93820.4844 - mean_absolute_error: 262.3071 - val_loss: 157216.7729 - val_mean_absolute_error: 374.8467 Epoch 4340/5000 148/148 [==============================] - 0s 41us/step - loss: 93819.9766 - mean_absolute_error: 262.3061 - val_loss: 157216.0206 - val_mean_absolute_error: 374.8458 Epoch 4341/5000 148/148 [==============================] - 0s 34us/step - loss: 93819.4375 - mean_absolute_error: 262.3051 - val_loss: 157215.2842 - val_mean_absolute_error: 374.8448 Epoch 4342/5000 148/148 [==============================] - 0s 27us/step - loss: 93818.9375 - mean_absolute_error: 262.3041 - val_loss: 157214.5321 - val_mean_absolute_error: 374.8438 Epoch 4343/5000 148/148 [==============================] - 0s 34us/step - loss: 93818.4062 - mean_absolute_error: 262.3031 - val_loss: 157213.7800 - val_mean_absolute_error: 374.8428 Epoch 4344/5000 148/148 [==============================] - 0s 34us/step - loss: 93817.8750 - mean_absolute_error: 262.3021 - val_loss: 157213.0435 - val_mean_absolute_error: 374.8419 Epoch 4345/5000 148/148 [==============================] - 0s 27us/step - loss: 93817.3672 - mean_absolute_error: 262.3011 - val_loss: 157212.2913 - val_mean_absolute_error: 374.8409 Epoch 4346/5000 148/148 [==============================] - 0s 34us/step - loss: 93816.8359 - mean_absolute_error: 262.3001 - val_loss: 157211.5392 - val_mean_absolute_error: 374.8399 Epoch 4347/5000 148/148 [==============================] - 0s 27us/step - loss: 93816.3047 - mean_absolute_error: 262.2991 - val_loss: 157210.8029 - val_mean_absolute_error: 374.8390 Epoch 4348/5000 148/148 [==============================] - 0s 27us/step - loss: 93815.7969 - mean_absolute_error: 262.2982 - val_loss: 157210.0660 - val_mean_absolute_error: 374.8380 Epoch 4349/5000 148/148 [==============================] - 0s 27us/step - loss: 93815.2656 - mean_absolute_error: 262.2971 - val_loss: 157209.3138 - val_mean_absolute_error: 374.8370 Epoch 4350/5000 148/148 [==============================] - 0s 34us/step - loss: 93814.7422 - mean_absolute_error: 262.2961 - val_loss: 157208.5467 - val_mean_absolute_error: 374.8361 Epoch 4351/5000 148/148 [==============================] - 0s 27us/step - loss: 93814.2266 - mean_absolute_error: 262.2951 - val_loss: 157207.8252 - val_mean_absolute_error: 374.8351 Epoch 4352/5000 148/148 [==============================] - 0s 34us/step - loss: 93813.6953 - mean_absolute_error: 262.2941 - val_loss: 157207.0421 - val_mean_absolute_error: 374.8341 Epoch 4353/5000 148/148 [==============================] - 0s 34us/step - loss: 93813.1719 - mean_absolute_error: 262.2932 - val_loss: 157206.3367 - val_mean_absolute_error: 374.8332 Epoch 4354/5000 148/148 [==============================] - 0s 27us/step - loss: 93812.6641 - mean_absolute_error: 262.2921 - val_loss: 157205.5692 - val_mean_absolute_error: 374.8322 Epoch 4355/5000 148/148 [==============================] - 0s 34us/step - loss: 93812.1250 - mean_absolute_error: 262.2912 - val_loss: 157204.8169 - val_mean_absolute_error: 374.8311 Epoch 4356/5000 148/148 [==============================] - 0s 34us/step - loss: 93811.6016 - mean_absolute_error: 262.2901 - val_loss: 157204.0958 - val_mean_absolute_error: 374.8302 Epoch 4357/5000 148/148 [==============================] - 0s 27us/step - loss: 93811.0781 - mean_absolute_error: 262.2892 - val_loss: 157203.3283 - val_mean_absolute_error: 374.8293 Epoch 4358/5000 148/148 [==============================] - 0s 27us/step - loss: 93810.5625 - mean_absolute_error: 262.2882 - val_loss: 157202.5763 - val_mean_absolute_error: 374.8283 Epoch 4359/5000 148/148 [==============================] - 0s 41us/step - loss: 93810.0312 - mean_absolute_error: 262.2872 - val_loss: 157201.8244 - val_mean_absolute_error: 374.8273 Epoch 4360/5000 148/148 [==============================] - 0s 27us/step - loss: 93809.5234 - mean_absolute_error: 262.2862 - val_loss: 157201.0875 - val_mean_absolute_error: 374.8263 Epoch 4361/5000 148/148 [==============================] - 0s 41us/step - loss: 93808.9922 - mean_absolute_error: 262.2852 - val_loss: 157200.3508 - val_mean_absolute_error: 374.8253 Epoch 4362/5000 148/148 [==============================] - 0s 27us/step - loss: 93808.4688 - mean_absolute_error: 262.2841 - val_loss: 157199.5988 - val_mean_absolute_error: 374.8244 Epoch 4363/5000 148/148 [==============================] - 0s 34us/step - loss: 93807.9531 - mean_absolute_error: 262.2831 - val_loss: 157198.8312 - val_mean_absolute_error: 374.8234 Epoch 4364/5000 148/148 [==============================] - 0s 41us/step - loss: 93807.4219 - mean_absolute_error: 262.2821 - val_loss: 157198.0946 - val_mean_absolute_error: 374.8225 Epoch 4365/5000 148/148 [==============================] - 0s 34us/step - loss: 93806.8984 - mean_absolute_error: 262.2812 - val_loss: 157197.3581 - val_mean_absolute_error: 374.8215 Epoch 4366/5000 148/148 [==============================] - 0s 27us/step - loss: 93806.3750 - mean_absolute_error: 262.2802 - val_loss: 157196.6058 - val_mean_absolute_error: 374.8205 Epoch 4367/5000 148/148 [==============================] - 0s 27us/step - loss: 93805.8516 - mean_absolute_error: 262.2792 - val_loss: 157195.8538 - val_mean_absolute_error: 374.8195 Epoch 4368/5000 148/148 [==============================] - 0s 27us/step - loss: 93805.3359 - mean_absolute_error: 262.2782 - val_loss: 157195.1021 - val_mean_absolute_error: 374.8186 Epoch 4369/5000 148/148 [==============================] - 0s 34us/step - loss: 93804.8125 - mean_absolute_error: 262.2772 - val_loss: 157194.3806 - val_mean_absolute_error: 374.8176 Epoch 4370/5000 148/148 [==============================] - 0s 27us/step - loss: 93804.2891 - mean_absolute_error: 262.2762 - val_loss: 157193.6288 - val_mean_absolute_error: 374.8166 Epoch 4371/5000 148/148 [==============================] - 0s 27us/step - loss: 93803.7734 - mean_absolute_error: 262.2752 - val_loss: 157192.8767 - val_mean_absolute_error: 374.8157 Epoch 4372/5000 148/148 [==============================] - 0s 34us/step - loss: 93803.2422 - mean_absolute_error: 262.2742 - val_loss: 157192.1398 - val_mean_absolute_error: 374.8147 Epoch 4373/5000 148/148 [==============================] - 0s 34us/step - loss: 93802.7188 - mean_absolute_error: 262.2733 - val_loss: 157191.3879 - val_mean_absolute_error: 374.8137 Epoch 4374/5000 148/148 [==============================] - 0s 27us/step - loss: 93802.2031 - mean_absolute_error: 262.2722 - val_loss: 157190.6512 - val_mean_absolute_error: 374.8128 Epoch 4375/5000 148/148 [==============================] - 0s 41us/step - loss: 93801.6719 - mean_absolute_error: 262.2712 - val_loss: 157189.8838 - val_mean_absolute_error: 374.8118 Epoch 4376/5000 148/148 [==============================] - 0s 34us/step - loss: 93801.1562 - mean_absolute_error: 262.2702 - val_loss: 157189.1319 - val_mean_absolute_error: 374.8108 Epoch 4377/5000 148/148 [==============================] - 0s 27us/step - loss: 93800.6406 - mean_absolute_error: 262.2692 - val_loss: 157188.3950 - val_mean_absolute_error: 374.8098 Epoch 4378/5000 148/148 [==============================] - 0s 27us/step - loss: 93800.1094 - mean_absolute_error: 262.2682 - val_loss: 157187.6429 - val_mean_absolute_error: 374.8088 Epoch 4379/5000 148/148 [==============================] - 0s 34us/step - loss: 93799.5781 - mean_absolute_error: 262.2672 - val_loss: 157186.8912 - val_mean_absolute_error: 374.8079 Epoch 4380/5000 148/148 [==============================] - 0s 27us/step - loss: 93799.0703 - mean_absolute_error: 262.2662 - val_loss: 157186.1544 - val_mean_absolute_error: 374.8069 Epoch 4381/5000 148/148 [==============================] - 0s 34us/step - loss: 93798.5391 - mean_absolute_error: 262.2652 - val_loss: 157185.4021 - val_mean_absolute_error: 374.8059 Epoch 4382/5000 148/148 [==============================] - 0s 27us/step - loss: 93798.0156 - mean_absolute_error: 262.2642 - val_loss: 157184.6658 - val_mean_absolute_error: 374.8050 Epoch 4383/5000 148/148 [==============================] - 0s 41us/step - loss: 93797.5000 - mean_absolute_error: 262.2632 - val_loss: 157183.9138 - val_mean_absolute_error: 374.8040 Epoch 4384/5000 148/148 [==============================] - 0s 34us/step - loss: 93796.9766 - mean_absolute_error: 262.2622 - val_loss: 157183.1613 - val_mean_absolute_error: 374.8030 Epoch 4385/5000 148/148 [==============================] - 0s 27us/step - loss: 93796.4453 - mean_absolute_error: 262.2612 - val_loss: 157182.4250 - val_mean_absolute_error: 374.8020 Epoch 4386/5000 148/148 [==============================] - 0s 27us/step - loss: 93795.9219 - mean_absolute_error: 262.2602 - val_loss: 157181.6575 - val_mean_absolute_error: 374.8011 Epoch 4387/5000 148/148 [==============================] - 0s 27us/step - loss: 93795.4062 - mean_absolute_error: 262.2592 - val_loss: 157180.9206 - val_mean_absolute_error: 374.8001 Epoch 4388/5000 148/148 [==============================] - 0s 34us/step - loss: 93794.8750 - mean_absolute_error: 262.2582 - val_loss: 157180.1842 - val_mean_absolute_error: 374.7992 Epoch 4389/5000 148/148 [==============================] - 0s 27us/step - loss: 93794.3594 - mean_absolute_error: 262.2572 - val_loss: 157179.4321 - val_mean_absolute_error: 374.7982 Epoch 4390/5000 148/148 [==============================] - 0s 34us/step - loss: 93793.8359 - mean_absolute_error: 262.2563 - val_loss: 157178.6800 - val_mean_absolute_error: 374.7973 Epoch 4391/5000 148/148 [==============================] - 0s 34us/step - loss: 93793.3047 - mean_absolute_error: 262.2552 - val_loss: 157177.9435 - val_mean_absolute_error: 374.7963 Epoch 4392/5000 148/148 [==============================] - 0s 34us/step - loss: 93792.7891 - mean_absolute_error: 262.2543 - val_loss: 157177.1758 - val_mean_absolute_error: 374.7953 Epoch 4393/5000 148/148 [==============================] - 0s 34us/step - loss: 93792.2734 - mean_absolute_error: 262.2533 - val_loss: 157176.4392 - val_mean_absolute_error: 374.7944 Epoch 4394/5000 148/148 [==============================] - 0s 27us/step - loss: 93791.7344 - mean_absolute_error: 262.2523 - val_loss: 157175.6875 - val_mean_absolute_error: 374.7934 Epoch 4395/5000 148/148 [==============================] - 0s 27us/step - loss: 93791.2266 - mean_absolute_error: 262.2513 - val_loss: 157174.9506 - val_mean_absolute_error: 374.7924 Epoch 4396/5000 148/148 [==============================] - 0s 34us/step - loss: 93790.7031 - mean_absolute_error: 262.2503 - val_loss: 157174.1829 - val_mean_absolute_error: 374.7914 Epoch 4397/5000 148/148 [==============================] - 0s 34us/step - loss: 93790.1719 - mean_absolute_error: 262.2493 - val_loss: 157173.4467 - val_mean_absolute_error: 374.7905 Epoch 4398/5000 148/148 [==============================] - 0s 34us/step - loss: 93789.6562 - mean_absolute_error: 262.2483 - val_loss: 157172.7098 - val_mean_absolute_error: 374.7895 Epoch 4399/5000 148/148 [==============================] - 0s 27us/step - loss: 93789.1250 - mean_absolute_error: 262.2473 - val_loss: 157171.9421 - val_mean_absolute_error: 374.7885 Epoch 4400/5000 148/148 [==============================] - 0s 34us/step - loss: 93788.6016 - mean_absolute_error: 262.2463 - val_loss: 157171.2213 - val_mean_absolute_error: 374.7876 Epoch 4401/5000 148/148 [==============================] - 0s 27us/step - loss: 93788.0781 - mean_absolute_error: 262.2453 - val_loss: 157170.4692 - val_mean_absolute_error: 374.7866 Epoch 4402/5000 148/148 [==============================] - 0s 34us/step - loss: 93787.5625 - mean_absolute_error: 262.2443 - val_loss: 157169.7169 - val_mean_absolute_error: 374.7856 Epoch 4403/5000 148/148 [==============================] - 0s 34us/step - loss: 93787.0312 - mean_absolute_error: 262.2433 - val_loss: 157168.9958 - val_mean_absolute_error: 374.7847 Epoch 4404/5000 148/148 [==============================] - 0s 34us/step - loss: 93786.5156 - mean_absolute_error: 262.2423 - val_loss: 157168.2283 - val_mean_absolute_error: 374.7836 Epoch 4405/5000 148/148 [==============================] - 0s 34us/step - loss: 93785.9922 - mean_absolute_error: 262.2413 - val_loss: 157167.4765 - val_mean_absolute_error: 374.7826 Epoch 4406/5000 148/148 [==============================] - 0s 27us/step - loss: 93785.4766 - mean_absolute_error: 262.2403 - val_loss: 157166.7398 - val_mean_absolute_error: 374.7817 Epoch 4407/5000 148/148 [==============================] - 0s 27us/step - loss: 93784.9531 - mean_absolute_error: 262.2393 - val_loss: 157165.9875 - val_mean_absolute_error: 374.7807 Epoch 4408/5000 148/148 [==============================] - 0s 34us/step - loss: 93784.4219 - mean_absolute_error: 262.2383 - val_loss: 157165.2356 - val_mean_absolute_error: 374.7798 Epoch 4409/5000 148/148 [==============================] - 0s 27us/step - loss: 93783.9062 - mean_absolute_error: 262.2374 - val_loss: 157164.4987 - val_mean_absolute_error: 374.7788 Epoch 4410/5000 148/148 [==============================] - 0s 34us/step - loss: 93783.3750 - mean_absolute_error: 262.2363 - val_loss: 157163.7313 - val_mean_absolute_error: 374.7778 Epoch 4411/5000 148/148 [==============================] - 0s 34us/step - loss: 93782.8516 - mean_absolute_error: 262.2353 - val_loss: 157163.0104 - val_mean_absolute_error: 374.7769 Epoch 4412/5000 148/148 [==============================] - 0s 34us/step - loss: 93782.3359 - mean_absolute_error: 262.2343 - val_loss: 157162.2581 - val_mean_absolute_error: 374.7759 Epoch 4413/5000 148/148 [==============================] - 0s 34us/step - loss: 93781.8203 - mean_absolute_error: 262.2333 - val_loss: 157161.5058 - val_mean_absolute_error: 374.7749 Epoch 4414/5000 148/148 [==============================] - 0s 27us/step - loss: 93781.2812 - mean_absolute_error: 262.2323 - val_loss: 157160.7696 - val_mean_absolute_error: 374.7740 Epoch 4415/5000 148/148 [==============================] - 0s 27us/step - loss: 93780.7734 - mean_absolute_error: 262.2314 - val_loss: 157160.0175 - val_mean_absolute_error: 374.7730 Epoch 4416/5000 148/148 [==============================] - 0s 34us/step - loss: 93780.2422 - mean_absolute_error: 262.2304 - val_loss: 157159.2806 - val_mean_absolute_error: 374.7720 Epoch 4417/5000 148/148 [==============================] - 0s 27us/step - loss: 93779.7188 - mean_absolute_error: 262.2294 - val_loss: 157158.5133 - val_mean_absolute_error: 374.7711 Epoch 4418/5000 148/148 [==============================] - 0s 27us/step - loss: 93779.2031 - mean_absolute_error: 262.2284 - val_loss: 157157.7767 - val_mean_absolute_error: 374.7701 Epoch 4419/5000 148/148 [==============================] - 0s 34us/step - loss: 93778.6719 - mean_absolute_error: 262.2274 - val_loss: 157157.0246 - val_mean_absolute_error: 374.7691 Epoch 4420/5000 148/148 [==============================] - 0s 27us/step - loss: 93778.1484 - mean_absolute_error: 262.2264 - val_loss: 157156.2879 - val_mean_absolute_error: 374.7682 Epoch 4421/5000 148/148 [==============================] - 0s 34us/step - loss: 93777.6328 - mean_absolute_error: 262.2254 - val_loss: 157155.5204 - val_mean_absolute_error: 374.7672 Epoch 4422/5000 148/148 [==============================] - 0s 34us/step - loss: 93777.1094 - mean_absolute_error: 262.2244 - val_loss: 157154.7838 - val_mean_absolute_error: 374.7662 Epoch 4423/5000 148/148 [==============================] - 0s 34us/step - loss: 93776.5781 - mean_absolute_error: 262.2233 - val_loss: 157154.0473 - val_mean_absolute_error: 374.7653 Epoch 4424/5000 148/148 [==============================] - 0s 34us/step - loss: 93776.0703 - mean_absolute_error: 262.2224 - val_loss: 157153.2950 - val_mean_absolute_error: 374.7643 Epoch 4425/5000 148/148 [==============================] - 0s 34us/step - loss: 93775.5391 - mean_absolute_error: 262.2214 - val_loss: 157152.5583 - val_mean_absolute_error: 374.7633 Epoch 4426/5000 148/148 [==============================] - 0s 34us/step - loss: 93775.0156 - mean_absolute_error: 262.2204 - val_loss: 157151.7758 - val_mean_absolute_error: 374.7623 Epoch 4427/5000 148/148 [==============================] - 0s 27us/step - loss: 93774.5000 - mean_absolute_error: 262.2194 - val_loss: 157151.0544 - val_mean_absolute_error: 374.7613 Epoch 4428/5000 148/148 [==============================] - 0s 34us/step - loss: 93773.9766 - mean_absolute_error: 262.2184 - val_loss: 157150.3021 - val_mean_absolute_error: 374.7603 Epoch 4429/5000 148/148 [==============================] - 0s 34us/step - loss: 93773.4453 - mean_absolute_error: 262.2173 - val_loss: 157149.5504 - val_mean_absolute_error: 374.7594 Epoch 4430/5000 148/148 [==============================] - 0s 34us/step - loss: 93772.9219 - mean_absolute_error: 262.2164 - val_loss: 157148.7983 - val_mean_absolute_error: 374.7584 Epoch 4431/5000 148/148 [==============================] - 0s 41us/step - loss: 93772.4062 - mean_absolute_error: 262.2154 - val_loss: 157148.0615 - val_mean_absolute_error: 374.7575 Epoch 4432/5000 148/148 [==============================] - 0s 27us/step - loss: 93771.8750 - mean_absolute_error: 262.2144 - val_loss: 157147.3250 - val_mean_absolute_error: 374.7565 Epoch 4433/5000 148/148 [==============================] - 0s 34us/step - loss: 93771.3594 - mean_absolute_error: 262.2134 - val_loss: 157146.5575 - val_mean_absolute_error: 374.7555 Epoch 4434/5000 148/148 [==============================] - 0s 34us/step - loss: 93770.8359 - mean_absolute_error: 262.2124 - val_loss: 157145.8365 - val_mean_absolute_error: 374.7545 Epoch 4435/5000 148/148 [==============================] - 0s 27us/step - loss: 93770.3281 - mean_absolute_error: 262.2114 - val_loss: 157145.0842 - val_mean_absolute_error: 374.7536 Epoch 4436/5000 148/148 [==============================] - 0s 34us/step - loss: 93769.7969 - mean_absolute_error: 262.2104 - val_loss: 157144.3321 - val_mean_absolute_error: 374.7526 Epoch 4437/5000 148/148 [==============================] - 0s 27us/step - loss: 93769.2656 - mean_absolute_error: 262.2094 - val_loss: 157143.6112 - val_mean_absolute_error: 374.7516 Epoch 4438/5000 148/148 [==============================] - 0s 34us/step - loss: 93768.7578 - mean_absolute_error: 262.2084 - val_loss: 157142.8435 - val_mean_absolute_error: 374.7507 Epoch 4439/5000 148/148 [==============================] - 0s 34us/step - loss: 93768.2266 - mean_absolute_error: 262.2074 - val_loss: 157142.0912 - val_mean_absolute_error: 374.7497 Epoch 4440/5000 148/148 [==============================] - 0s 34us/step - loss: 93767.7031 - mean_absolute_error: 262.2064 - val_loss: 157141.3704 - val_mean_absolute_error: 374.7487 Epoch 4441/5000 148/148 [==============================] - 0s 34us/step - loss: 93767.1797 - mean_absolute_error: 262.2054 - val_loss: 157140.5875 - val_mean_absolute_error: 374.7478 Epoch 4442/5000 148/148 [==============================] - 0s 34us/step - loss: 93766.6641 - mean_absolute_error: 262.2044 - val_loss: 157139.8352 - val_mean_absolute_error: 374.7469 Epoch 4443/5000 148/148 [==============================] - 0s 27us/step - loss: 93766.1250 - mean_absolute_error: 262.2035 - val_loss: 157139.1142 - val_mean_absolute_error: 374.7459 Epoch 4444/5000 148/148 [==============================] - 0s 34us/step - loss: 93765.6094 - mean_absolute_error: 262.2025 - val_loss: 157138.3467 - val_mean_absolute_error: 374.7449 Epoch 4445/5000 148/148 [==============================] - 0s 27us/step - loss: 93765.0781 - mean_absolute_error: 262.2015 - val_loss: 157137.6100 - val_mean_absolute_error: 374.7439 Epoch 4446/5000 148/148 [==============================] - 0s 41us/step - loss: 93764.5703 - mean_absolute_error: 262.2005 - val_loss: 157136.8733 - val_mean_absolute_error: 374.7429 Epoch 4447/5000 148/148 [==============================] - 0s 27us/step - loss: 93764.0469 - mean_absolute_error: 262.1995 - val_loss: 157136.1212 - val_mean_absolute_error: 374.7420 Epoch 4448/5000 148/148 [==============================] - 0s 34us/step - loss: 93763.5234 - mean_absolute_error: 262.1985 - val_loss: 157135.3692 - val_mean_absolute_error: 374.7410 Epoch 4449/5000 148/148 [==============================] - 0s 34us/step - loss: 93762.9922 - mean_absolute_error: 262.1975 - val_loss: 157134.6327 - val_mean_absolute_error: 374.7400 Epoch 4450/5000 148/148 [==============================] - 0s 20us/step - loss: 93762.4766 - mean_absolute_error: 262.1965 - val_loss: 157133.8804 - val_mean_absolute_error: 374.7391 Epoch 4451/5000 148/148 [==============================] - 0s 34us/step - loss: 93761.9453 - mean_absolute_error: 262.1955 - val_loss: 157133.1283 - val_mean_absolute_error: 374.7381 Epoch 4452/5000 148/148 [==============================] - 0s 27us/step - loss: 93761.4219 - mean_absolute_error: 262.1945 - val_loss: 157132.4075 - val_mean_absolute_error: 374.7371 Epoch 4453/5000 148/148 [==============================] - 0s 34us/step - loss: 93760.9219 - mean_absolute_error: 262.1935 - val_loss: 157131.6552 - val_mean_absolute_error: 374.7361 Epoch 4454/5000 148/148 [==============================] - 0s 34us/step - loss: 93760.3828 - mean_absolute_error: 262.1925 - val_loss: 157130.8875 - val_mean_absolute_error: 374.7351 Epoch 4455/5000 148/148 [==============================] - 0s 27us/step - loss: 93759.8594 - mean_absolute_error: 262.1915 - val_loss: 157130.1358 - val_mean_absolute_error: 374.7342 Epoch 4456/5000 148/148 [==============================] - 0s 27us/step - loss: 93759.3438 - mean_absolute_error: 262.1905 - val_loss: 157129.3992 - val_mean_absolute_error: 374.7332 Epoch 4457/5000 148/148 [==============================] - 0s 34us/step - loss: 93758.8203 - mean_absolute_error: 262.1895 - val_loss: 157128.6315 - val_mean_absolute_error: 374.7322 Epoch 4458/5000 148/148 [==============================] - 0s 27us/step - loss: 93758.2891 - mean_absolute_error: 262.1885 - val_loss: 157127.9104 - val_mean_absolute_error: 374.7313 Epoch 4459/5000 148/148 [==============================] - 0s 20us/step - loss: 93757.7734 - mean_absolute_error: 262.1874 - val_loss: 157127.1583 - val_mean_absolute_error: 374.7303 Epoch 4460/5000 148/148 [==============================] - 0s 41us/step - loss: 93757.2422 - mean_absolute_error: 262.1865 - val_loss: 157126.4060 - val_mean_absolute_error: 374.7293 Epoch 4461/5000 148/148 [==============================] - 0s 34us/step - loss: 93756.7188 - mean_absolute_error: 262.1855 - val_loss: 157125.6850 - val_mean_absolute_error: 374.7284 Epoch 4462/5000 148/148 [==============================] - 0s 34us/step - loss: 93756.2109 - mean_absolute_error: 262.1845 - val_loss: 157124.9175 - val_mean_absolute_error: 374.7274 Epoch 4463/5000 148/148 [==============================] - 0s 34us/step - loss: 93755.6875 - mean_absolute_error: 262.1835 - val_loss: 157124.1654 - val_mean_absolute_error: 374.7264 Epoch 4464/5000 148/148 [==============================] - 0s 27us/step - loss: 93755.1562 - mean_absolute_error: 262.1825 - val_loss: 157123.4290 - val_mean_absolute_error: 374.7255 Epoch 4465/5000 148/148 [==============================] - 0s 34us/step - loss: 93754.6484 - mean_absolute_error: 262.1815 - val_loss: 157122.6767 - val_mean_absolute_error: 374.7245 Epoch 4466/5000 148/148 [==============================] - 0s 27us/step - loss: 93754.1172 - mean_absolute_error: 262.1805 - val_loss: 157121.9400 - val_mean_absolute_error: 374.7235 Epoch 4467/5000 148/148 [==============================] - 0s 41us/step - loss: 93753.5781 - mean_absolute_error: 262.1795 - val_loss: 157121.1883 - val_mean_absolute_error: 374.7226 Epoch 4468/5000 148/148 [==============================] - 0s 27us/step - loss: 93753.0781 - mean_absolute_error: 262.1785 - val_loss: 157120.4515 - val_mean_absolute_error: 374.7216 Epoch 4469/5000 148/148 [==============================] - 0s 27us/step - loss: 93752.5391 - mean_absolute_error: 262.1776 - val_loss: 157119.6996 - val_mean_absolute_error: 374.7207 Epoch 4470/5000 148/148 [==============================] - 0s 27us/step - loss: 93752.0234 - mean_absolute_error: 262.1766 - val_loss: 157118.9475 - val_mean_absolute_error: 374.7197 Epoch 4471/5000 148/148 [==============================] - 0s 34us/step - loss: 93751.5000 - mean_absolute_error: 262.1755 - val_loss: 157118.1800 - val_mean_absolute_error: 374.7186 Epoch 4472/5000 148/148 [==============================] - 0s 27us/step - loss: 93750.9766 - mean_absolute_error: 262.1745 - val_loss: 157117.4587 - val_mean_absolute_error: 374.7177 Epoch 4473/5000 148/148 [==============================] - 0s 27us/step - loss: 93750.4688 - mean_absolute_error: 262.1735 - val_loss: 157116.7067 - val_mean_absolute_error: 374.7168 Epoch 4474/5000 148/148 [==============================] - 0s 95us/step - loss: 93749.9219 - mean_absolute_error: 262.1725 - val_loss: 157115.9700 - val_mean_absolute_error: 374.7158 Epoch 4475/5000 148/148 [==============================] - 0s 27us/step - loss: 93749.4062 - mean_absolute_error: 262.1716 - val_loss: 157115.2179 - val_mean_absolute_error: 374.7148 Epoch 4476/5000 148/148 [==============================] - 0s 41us/step - loss: 93748.8906 - mean_absolute_error: 262.1706 - val_loss: 157114.4658 - val_mean_absolute_error: 374.7138 Epoch 4477/5000 148/148 [==============================] - 0s 34us/step - loss: 93748.3672 - mean_absolute_error: 262.1695 - val_loss: 157113.7292 - val_mean_absolute_error: 374.7128 Epoch 4478/5000 148/148 [==============================] - 0s 34us/step - loss: 93747.8281 - mean_absolute_error: 262.1685 - val_loss: 157112.9619 - val_mean_absolute_error: 374.7118 Epoch 4479/5000 148/148 [==============================] - 0s 34us/step - loss: 93747.3281 - mean_absolute_error: 262.1675 - val_loss: 157112.2558 - val_mean_absolute_error: 374.7109 Epoch 4480/5000 148/148 [==============================] - 0s 27us/step - loss: 93746.7969 - mean_absolute_error: 262.1666 - val_loss: 157111.4729 - val_mean_absolute_error: 374.7099 Epoch 4481/5000 148/148 [==============================] - 0s 34us/step - loss: 93746.2734 - mean_absolute_error: 262.1656 - val_loss: 157110.7367 - val_mean_absolute_error: 374.7089 Epoch 4482/5000 148/148 [==============================] - 0s 27us/step - loss: 93745.7578 - mean_absolute_error: 262.1646 - val_loss: 157109.9844 - val_mean_absolute_error: 374.7080 Epoch 4483/5000 148/148 [==============================] - 0s 27us/step - loss: 93745.2266 - mean_absolute_error: 262.1635 - val_loss: 157109.2321 - val_mean_absolute_error: 374.7070 Epoch 4484/5000 148/148 [==============================] - 0s 34us/step - loss: 93744.7031 - mean_absolute_error: 262.1625 - val_loss: 157108.4958 - val_mean_absolute_error: 374.7061 Epoch 4485/5000 148/148 [==============================] - 0s 34us/step - loss: 93744.1953 - mean_absolute_error: 262.1616 - val_loss: 157107.7437 - val_mean_absolute_error: 374.7051 Epoch 4486/5000 148/148 [==============================] - 0s 27us/step - loss: 93743.6562 - mean_absolute_error: 262.1606 - val_loss: 157107.0069 - val_mean_absolute_error: 374.7041 Epoch 4487/5000 148/148 [==============================] - 0s 34us/step - loss: 93743.1328 - mean_absolute_error: 262.1596 - val_loss: 157106.2396 - val_mean_absolute_error: 374.7032 Epoch 4488/5000 148/148 [==============================] - 0s 34us/step - loss: 93742.6250 - mean_absolute_error: 262.1586 - val_loss: 157105.5029 - val_mean_absolute_error: 374.7022 Epoch 4489/5000 148/148 [==============================] - 0s 34us/step - loss: 93742.0859 - mean_absolute_error: 262.1576 - val_loss: 157104.7506 - val_mean_absolute_error: 374.7012 Epoch 4490/5000 148/148 [==============================] - 0s 34us/step - loss: 93741.5625 - mean_absolute_error: 262.1566 - val_loss: 157104.0142 - val_mean_absolute_error: 374.7002 Epoch 4491/5000 148/148 [==============================] - 0s 27us/step - loss: 93741.0547 - mean_absolute_error: 262.1556 - val_loss: 157103.2621 - val_mean_absolute_error: 374.6993 Epoch 4492/5000 148/148 [==============================] - 0s 34us/step - loss: 93740.5312 - mean_absolute_error: 262.1546 - val_loss: 157102.4946 - val_mean_absolute_error: 374.6983 Epoch 4493/5000 148/148 [==============================] - 0s 34us/step - loss: 93740.0078 - mean_absolute_error: 262.1536 - val_loss: 157101.7735 - val_mean_absolute_error: 374.6974 Epoch 4494/5000 148/148 [==============================] - 0s 27us/step - loss: 93739.4766 - mean_absolute_error: 262.1526 - val_loss: 157101.0367 - val_mean_absolute_error: 374.6964 Epoch 4495/5000 148/148 [==============================] - 0s 27us/step - loss: 93738.9609 - mean_absolute_error: 262.1517 - val_loss: 157100.2692 - val_mean_absolute_error: 374.6954 Epoch 4496/5000 148/148 [==============================] - 0s 34us/step - loss: 93738.4297 - mean_absolute_error: 262.1506 - val_loss: 157099.5329 - val_mean_absolute_error: 374.6944 Epoch 4497/5000 148/148 [==============================] - 0s 41us/step - loss: 93737.9141 - mean_absolute_error: 262.1496 - val_loss: 157098.7806 - val_mean_absolute_error: 374.6935 Epoch 4498/5000 148/148 [==============================] - 0s 27us/step - loss: 93737.3906 - mean_absolute_error: 262.1487 - val_loss: 157098.0596 - val_mean_absolute_error: 374.6925 Epoch 4499/5000 148/148 [==============================] - 0s 41us/step - loss: 93736.8828 - mean_absolute_error: 262.1476 - val_loss: 157097.3075 - val_mean_absolute_error: 374.6916 Epoch 4500/5000 148/148 [==============================] - 0s 27us/step - loss: 93736.3516 - mean_absolute_error: 262.1466 - val_loss: 157096.5554 - val_mean_absolute_error: 374.6906 Epoch 4501/5000 148/148 [==============================] - 0s 34us/step - loss: 93735.8281 - mean_absolute_error: 262.1457 - val_loss: 157095.8188 - val_mean_absolute_error: 374.6896 Epoch 4502/5000 148/148 [==============================] - 0s 27us/step - loss: 93735.2969 - mean_absolute_error: 262.1447 - val_loss: 157095.0512 - val_mean_absolute_error: 374.6886 Epoch 4503/5000 148/148 [==============================] - 0s 20us/step - loss: 93734.7734 - mean_absolute_error: 262.1436 - val_loss: 157094.3146 - val_mean_absolute_error: 374.6876 Epoch 4504/5000 148/148 [==============================] - 0s 27us/step - loss: 93734.2500 - mean_absolute_error: 262.1427 - val_loss: 157093.5627 - val_mean_absolute_error: 374.6867 Epoch 4505/5000 148/148 [==============================] - 0s 34us/step - loss: 93733.7344 - mean_absolute_error: 262.1417 - val_loss: 157092.8104 - val_mean_absolute_error: 374.6857 Epoch 4506/5000 148/148 [==============================] - 0s 34us/step - loss: 93733.2188 - mean_absolute_error: 262.1407 - val_loss: 157092.0583 - val_mean_absolute_error: 374.6847 Epoch 4507/5000 148/148 [==============================] - 0s 27us/step - loss: 93732.6875 - mean_absolute_error: 262.1396 - val_loss: 157091.3221 - val_mean_absolute_error: 374.6838 Epoch 4508/5000 148/148 [==============================] - 0s 27us/step - loss: 93732.1719 - mean_absolute_error: 262.1386 - val_loss: 157090.5852 - val_mean_absolute_error: 374.6828 Epoch 4509/5000 148/148 [==============================] - 0s 27us/step - loss: 93731.6406 - mean_absolute_error: 262.1376 - val_loss: 157089.8175 - val_mean_absolute_error: 374.6818 Epoch 4510/5000 148/148 [==============================] - 0s 34us/step - loss: 93731.1250 - mean_absolute_error: 262.1367 - val_loss: 157089.0967 - val_mean_absolute_error: 374.6808 Epoch 4511/5000 148/148 [==============================] - 0s 34us/step - loss: 93730.6094 - mean_absolute_error: 262.1357 - val_loss: 157088.3292 - val_mean_absolute_error: 374.6799 Epoch 4512/5000 148/148 [==============================] - 0s 27us/step - loss: 93730.0781 - mean_absolute_error: 262.1347 - val_loss: 157087.5923 - val_mean_absolute_error: 374.6789 Epoch 4513/5000 148/148 [==============================] - 0s 27us/step - loss: 93729.5547 - mean_absolute_error: 262.1337 - val_loss: 157086.8404 - val_mean_absolute_error: 374.6779 Epoch 4514/5000 148/148 [==============================] - 0s 34us/step - loss: 93729.0312 - mean_absolute_error: 262.1327 - val_loss: 157086.1038 - val_mean_absolute_error: 374.6769 Epoch 4515/5000 148/148 [==============================] - 0s 27us/step - loss: 93728.5078 - mean_absolute_error: 262.1317 - val_loss: 157085.3517 - val_mean_absolute_error: 374.6760 Epoch 4516/5000 148/148 [==============================] - 0s 34us/step - loss: 93727.9766 - mean_absolute_error: 262.1307 - val_loss: 157084.6150 - val_mean_absolute_error: 374.6750 Epoch 4517/5000 148/148 [==============================] - 0s 34us/step - loss: 93727.4688 - mean_absolute_error: 262.1297 - val_loss: 157083.8475 - val_mean_absolute_error: 374.6741 Epoch 4518/5000 148/148 [==============================] - 0s 27us/step - loss: 93726.9375 - mean_absolute_error: 262.1287 - val_loss: 157083.1108 - val_mean_absolute_error: 374.6731 Epoch 4519/5000 148/148 [==============================] - 0s 27us/step - loss: 93726.4141 - mean_absolute_error: 262.1277 - val_loss: 157082.3744 - val_mean_absolute_error: 374.6722 Epoch 4520/5000 148/148 [==============================] - 0s 34us/step - loss: 93725.8984 - mean_absolute_error: 262.1267 - val_loss: 157081.6067 - val_mean_absolute_error: 374.6711 Epoch 4521/5000 148/148 [==============================] - 0s 27us/step - loss: 93725.3750 - mean_absolute_error: 262.1257 - val_loss: 157080.8700 - val_mean_absolute_error: 374.6702 Epoch 4522/5000 148/148 [==============================] - 0s 27us/step - loss: 93724.8438 - mean_absolute_error: 262.1247 - val_loss: 157080.1338 - val_mean_absolute_error: 374.6692 Epoch 4523/5000 148/148 [==============================] - 0s 34us/step - loss: 93724.3281 - mean_absolute_error: 262.1237 - val_loss: 157079.3660 - val_mean_absolute_error: 374.6683 Epoch 4524/5000 148/148 [==============================] - 0s 34us/step - loss: 93723.8047 - mean_absolute_error: 262.1227 - val_loss: 157078.6292 - val_mean_absolute_error: 374.6672 Epoch 4525/5000 148/148 [==============================] - 0s 27us/step - loss: 93723.2734 - mean_absolute_error: 262.1217 - val_loss: 157077.8775 - val_mean_absolute_error: 374.6662 Epoch 4526/5000 148/148 [==============================] - 0s 34us/step - loss: 93722.7656 - mean_absolute_error: 262.1207 - val_loss: 157077.1408 - val_mean_absolute_error: 374.6653 Epoch 4527/5000 148/148 [==============================] - 0s 34us/step - loss: 93722.2344 - mean_absolute_error: 262.1197 - val_loss: 157076.3885 - val_mean_absolute_error: 374.6643 Epoch 4528/5000 148/148 [==============================] - 0s 34us/step - loss: 93721.7109 - mean_absolute_error: 262.1187 - val_loss: 157075.6521 - val_mean_absolute_error: 374.6634 Epoch 4529/5000 148/148 [==============================] - 0s 27us/step - loss: 93721.2031 - mean_absolute_error: 262.1178 - val_loss: 157074.8846 - val_mean_absolute_error: 374.6624 Epoch 4530/5000 148/148 [==============================] - 0s 27us/step - loss: 93720.6719 - mean_absolute_error: 262.1167 - val_loss: 157074.1479 - val_mean_absolute_error: 374.6614 Epoch 4531/5000 148/148 [==============================] - 0s 27us/step - loss: 93720.1328 - mean_absolute_error: 262.1157 - val_loss: 157073.3958 - val_mean_absolute_error: 374.6604 Epoch 4532/5000 148/148 [==============================] - 0s 34us/step - loss: 93719.6328 - mean_absolute_error: 262.1147 - val_loss: 157072.6437 - val_mean_absolute_error: 374.6595 Epoch 4533/5000 148/148 [==============================] - 0s 27us/step - loss: 93719.1016 - mean_absolute_error: 262.1137 - val_loss: 157071.9229 - val_mean_absolute_error: 374.6585 Epoch 4534/5000 148/148 [==============================] - 0s 34us/step - loss: 93718.5938 - mean_absolute_error: 262.1127 - val_loss: 157071.1706 - val_mean_absolute_error: 374.6576 Epoch 4535/5000 148/148 [==============================] - 0s 27us/step - loss: 93718.0625 - mean_absolute_error: 262.1117 - val_loss: 157070.4183 - val_mean_absolute_error: 374.6566 Epoch 4536/5000 148/148 [==============================] - 0s 34us/step - loss: 93717.5312 - mean_absolute_error: 262.1107 - val_loss: 157069.6667 - val_mean_absolute_error: 374.6556 Epoch 4537/5000 148/148 [==============================] - 0s 27us/step - loss: 93717.0234 - mean_absolute_error: 262.1097 - val_loss: 157068.9300 - val_mean_absolute_error: 374.6547 Epoch 4538/5000 148/148 [==============================] - 0s 27us/step - loss: 93716.4922 - mean_absolute_error: 262.1088 - val_loss: 157068.1777 - val_mean_absolute_error: 374.6537 Epoch 4539/5000 148/148 [==============================] - 0s 27us/step - loss: 93715.9688 - mean_absolute_error: 262.1078 - val_loss: 157067.4413 - val_mean_absolute_error: 374.6527 Epoch 4540/5000 148/148 [==============================] - 0s 34us/step - loss: 93715.4531 - mean_absolute_error: 262.1068 - val_loss: 157066.7046 - val_mean_absolute_error: 374.6518 Epoch 4541/5000 148/148 [==============================] - 0s 27us/step - loss: 93714.9297 - mean_absolute_error: 262.1058 - val_loss: 157065.9371 - val_mean_absolute_error: 374.6508 Epoch 4542/5000 148/148 [==============================] - 0s 34us/step - loss: 93714.3984 - mean_absolute_error: 262.1048 - val_loss: 157065.2006 - val_mean_absolute_error: 374.6498 Epoch 4543/5000 148/148 [==============================] - 0s 34us/step - loss: 93713.8828 - mean_absolute_error: 262.1038 - val_loss: 157064.4329 - val_mean_absolute_error: 374.6489 Epoch 4544/5000 148/148 [==============================] - 0s 34us/step - loss: 93713.3672 - mean_absolute_error: 262.1028 - val_loss: 157063.6963 - val_mean_absolute_error: 374.6479 Epoch 4545/5000 148/148 [==============================] - 0s 27us/step - loss: 93712.8359 - mean_absolute_error: 262.1018 - val_loss: 157062.9598 - val_mean_absolute_error: 374.6469 Epoch 4546/5000 148/148 [==============================] - 0s 34us/step - loss: 93712.3203 - mean_absolute_error: 262.1008 - val_loss: 157062.2075 - val_mean_absolute_error: 374.6459 Epoch 4547/5000 148/148 [==============================] - 0s 27us/step - loss: 93711.7891 - mean_absolute_error: 262.0998 - val_loss: 157061.4554 - val_mean_absolute_error: 374.6450 Epoch 4548/5000 148/148 [==============================] - 0s 27us/step - loss: 93711.2656 - mean_absolute_error: 262.0988 - val_loss: 157060.7192 - val_mean_absolute_error: 374.6440 Epoch 4549/5000 148/148 [==============================] - 0s 34us/step - loss: 93710.7500 - mean_absolute_error: 262.0978 - val_loss: 157059.9515 - val_mean_absolute_error: 374.6431 Epoch 4550/5000 148/148 [==============================] - 0s 27us/step - loss: 93710.2266 - mean_absolute_error: 262.0968 - val_loss: 157059.2146 - val_mean_absolute_error: 374.6420 Epoch 4551/5000 148/148 [==============================] - 0s 34us/step - loss: 93709.6953 - mean_absolute_error: 262.0958 - val_loss: 157058.4937 - val_mean_absolute_error: 374.6410 Epoch 4552/5000 148/148 [==============================] - 0s 34us/step - loss: 93709.1797 - mean_absolute_error: 262.0948 - val_loss: 157057.7108 - val_mean_absolute_error: 374.6401 Epoch 4553/5000 148/148 [==============================] - 0s 27us/step - loss: 93708.6562 - mean_absolute_error: 262.0938 - val_loss: 157056.9894 - val_mean_absolute_error: 374.6391 Epoch 4554/5000 148/148 [==============================] - 0s 34us/step - loss: 93708.1250 - mean_absolute_error: 262.0928 - val_loss: 157056.2221 - val_mean_absolute_error: 374.6382 Epoch 4555/5000 148/148 [==============================] - 0s 34us/step - loss: 93707.6172 - mean_absolute_error: 262.0919 - val_loss: 157055.4854 - val_mean_absolute_error: 374.6372 Epoch 4556/5000 148/148 [==============================] - 0s 27us/step - loss: 93707.0859 - mean_absolute_error: 262.0908 - val_loss: 157054.7179 - val_mean_absolute_error: 374.6362 Epoch 4557/5000 148/148 [==============================] - 0s 27us/step - loss: 93706.5703 - mean_absolute_error: 262.0898 - val_loss: 157053.9969 - val_mean_absolute_error: 374.6352 Epoch 4558/5000 148/148 [==============================] - 0s 34us/step - loss: 93706.0391 - mean_absolute_error: 262.0888 - val_loss: 157053.2600 - val_mean_absolute_error: 374.6343 Epoch 4559/5000 148/148 [==============================] - 0s 27us/step - loss: 93705.5234 - mean_absolute_error: 262.0878 - val_loss: 157052.4925 - val_mean_absolute_error: 374.6333 Epoch 4560/5000 148/148 [==============================] - 0s 34us/step - loss: 93704.9922 - mean_absolute_error: 262.0868 - val_loss: 157051.7563 - val_mean_absolute_error: 374.6324 Epoch 4561/5000 148/148 [==============================] - 0s 34us/step - loss: 93704.4766 - mean_absolute_error: 262.0858 - val_loss: 157051.0040 - val_mean_absolute_error: 374.6314 Epoch 4562/5000 148/148 [==============================] - 0s 27us/step - loss: 93703.9531 - mean_absolute_error: 262.0848 - val_loss: 157050.2829 - val_mean_absolute_error: 374.6304 Epoch 4563/5000 148/148 [==============================] - 0s 27us/step - loss: 93703.4453 - mean_absolute_error: 262.0839 - val_loss: 157049.5308 - val_mean_absolute_error: 374.6294 Epoch 4564/5000 148/148 [==============================] - 0s 34us/step - loss: 93702.9062 - mean_absolute_error: 262.0829 - val_loss: 157048.7785 - val_mean_absolute_error: 374.6285 Epoch 4565/5000 148/148 [==============================] - 0s 27us/step - loss: 93702.3828 - mean_absolute_error: 262.0819 - val_loss: 157048.0267 - val_mean_absolute_error: 374.6275 Epoch 4566/5000 148/148 [==============================] - 0s 34us/step - loss: 93701.8750 - mean_absolute_error: 262.0809 - val_loss: 157047.2746 - val_mean_absolute_error: 374.6265 Epoch 4567/5000 148/148 [==============================] - 0s 34us/step - loss: 93701.3438 - mean_absolute_error: 262.0799 - val_loss: 157046.5225 - val_mean_absolute_error: 374.6256 Epoch 4568/5000 148/148 [==============================] - 0s 27us/step - loss: 93700.8281 - mean_absolute_error: 262.0789 - val_loss: 157045.7860 - val_mean_absolute_error: 374.6246 Epoch 4569/5000 148/148 [==============================] - 0s 34us/step - loss: 93700.3047 - mean_absolute_error: 262.0779 - val_loss: 157045.0492 - val_mean_absolute_error: 374.6236 Epoch 4570/5000 148/148 [==============================] - 0s 41us/step - loss: 93699.7812 - mean_absolute_error: 262.0768 - val_loss: 157044.2817 - val_mean_absolute_error: 374.6226 Epoch 4571/5000 148/148 [==============================] - 0s 27us/step - loss: 93699.2500 - mean_absolute_error: 262.0758 - val_loss: 157043.5608 - val_mean_absolute_error: 374.6217 Epoch 4572/5000 148/148 [==============================] - 0s 34us/step - loss: 93698.7266 - mean_absolute_error: 262.0749 - val_loss: 157042.7931 - val_mean_absolute_error: 374.6207 Epoch 4573/5000 148/148 [==============================] - 0s 27us/step - loss: 93698.2109 - mean_absolute_error: 262.0739 - val_loss: 157042.0408 - val_mean_absolute_error: 374.6197 Epoch 4574/5000 148/148 [==============================] - 0s 27us/step - loss: 93697.6875 - mean_absolute_error: 262.0729 - val_loss: 157041.3200 - val_mean_absolute_error: 374.6187 Epoch 4575/5000 148/148 [==============================] - 0s 34us/step - loss: 93697.1719 - mean_absolute_error: 262.0719 - val_loss: 157040.5525 - val_mean_absolute_error: 374.6178 Epoch 4576/5000 148/148 [==============================] - 0s 27us/step - loss: 93696.6406 - mean_absolute_error: 262.0709 - val_loss: 157039.8156 - val_mean_absolute_error: 374.6168 Epoch 4577/5000 148/148 [==============================] - 0s 34us/step - loss: 93696.1172 - mean_absolute_error: 262.0699 - val_loss: 157039.0792 - val_mean_absolute_error: 374.6158 Epoch 4578/5000 148/148 [==============================] - 0s 34us/step - loss: 93695.5938 - mean_absolute_error: 262.0689 - val_loss: 157038.3117 - val_mean_absolute_error: 374.6149 Epoch 4579/5000 148/148 [==============================] - 0s 27us/step - loss: 93695.0703 - mean_absolute_error: 262.0679 - val_loss: 157037.5748 - val_mean_absolute_error: 374.6139 Epoch 4580/5000 148/148 [==============================] - 0s 34us/step - loss: 93694.5469 - mean_absolute_error: 262.0669 - val_loss: 157036.8383 - val_mean_absolute_error: 374.6129 Epoch 4581/5000 148/148 [==============================] - 0s 27us/step - loss: 93694.0312 - mean_absolute_error: 262.0659 - val_loss: 157036.0708 - val_mean_absolute_error: 374.6119 Epoch 4582/5000 148/148 [==============================] - 0s 34us/step - loss: 93693.5156 - mean_absolute_error: 262.0649 - val_loss: 157035.3342 - val_mean_absolute_error: 374.6109 Epoch 4583/5000 148/148 [==============================] - 0s 34us/step - loss: 93692.9766 - mean_absolute_error: 262.0639 - val_loss: 157034.5823 - val_mean_absolute_error: 374.6100 Epoch 4584/5000 148/148 [==============================] - 0s 34us/step - loss: 93692.4688 - mean_absolute_error: 262.0629 - val_loss: 157033.8454 - val_mean_absolute_error: 374.6090 Epoch 4585/5000 148/148 [==============================] - 0s 34us/step - loss: 93691.9375 - mean_absolute_error: 262.0619 - val_loss: 157033.0933 - val_mean_absolute_error: 374.6081 Epoch 4586/5000 148/148 [==============================] - 0s 27us/step - loss: 93691.4062 - mean_absolute_error: 262.0609 - val_loss: 157032.3417 - val_mean_absolute_error: 374.6072 Epoch 4587/5000 148/148 [==============================] - 0s 34us/step - loss: 93690.9062 - mean_absolute_error: 262.0599 - val_loss: 157031.6048 - val_mean_absolute_error: 374.6062 Epoch 4588/5000 148/148 [==============================] - 0s 34us/step - loss: 93690.3750 - mean_absolute_error: 262.0589 - val_loss: 157030.8371 - val_mean_absolute_error: 374.6052 Epoch 4589/5000 148/148 [==============================] - 0s 27us/step - loss: 93689.8516 - mean_absolute_error: 262.0580 - val_loss: 157030.1162 - val_mean_absolute_error: 374.6043 Epoch 4590/5000 148/148 [==============================] - 0s 41us/step - loss: 93689.3281 - mean_absolute_error: 262.0569 - val_loss: 157029.3642 - val_mean_absolute_error: 374.6033 Epoch 4591/5000 148/148 [==============================] - 0s 27us/step - loss: 93688.8047 - mean_absolute_error: 262.0560 - val_loss: 157028.6119 - val_mean_absolute_error: 374.6023 Epoch 4592/5000 148/148 [==============================] - 0s 41us/step - loss: 93688.2734 - mean_absolute_error: 262.0550 - val_loss: 157027.8754 - val_mean_absolute_error: 374.6013 Epoch 4593/5000 148/148 [==============================] - 0s 34us/step - loss: 93687.7734 - mean_absolute_error: 262.0540 - val_loss: 157027.1233 - val_mean_absolute_error: 374.6003 Epoch 4594/5000 148/148 [==============================] - 0s 34us/step - loss: 93687.2344 - mean_absolute_error: 262.0529 - val_loss: 157026.3558 - val_mean_absolute_error: 374.5994 Epoch 4595/5000 148/148 [==============================] - 0s 27us/step - loss: 93686.7109 - mean_absolute_error: 262.0519 - val_loss: 157025.6346 - val_mean_absolute_error: 374.5984 Epoch 4596/5000 148/148 [==============================] - 0s 41us/step - loss: 93686.1953 - mean_absolute_error: 262.0510 - val_loss: 157024.8825 - val_mean_absolute_error: 374.5975 Epoch 4597/5000 148/148 [==============================] - 0s 34us/step - loss: 93685.6719 - mean_absolute_error: 262.0500 - val_loss: 157024.1462 - val_mean_absolute_error: 374.5965 Epoch 4598/5000 148/148 [==============================] - 0s 34us/step - loss: 93685.1641 - mean_absolute_error: 262.0490 - val_loss: 157023.4094 - val_mean_absolute_error: 374.5955 Epoch 4599/5000 148/148 [==============================] - 0s 27us/step - loss: 93684.6250 - mean_absolute_error: 262.0480 - val_loss: 157022.6417 - val_mean_absolute_error: 374.5945 Epoch 4600/5000 148/148 [==============================] - 0s 34us/step - loss: 93684.1094 - mean_absolute_error: 262.0470 - val_loss: 157021.9054 - val_mean_absolute_error: 374.5935 Epoch 4601/5000 148/148 [==============================] - 0s 27us/step - loss: 93683.6016 - mean_absolute_error: 262.0460 - val_loss: 157021.1533 - val_mean_absolute_error: 374.5925 Epoch 4602/5000 148/148 [==============================] - 0s 34us/step - loss: 93683.0703 - mean_absolute_error: 262.0450 - val_loss: 157020.4010 - val_mean_absolute_error: 374.5916 Epoch 4603/5000 148/148 [==============================] - 0s 34us/step - loss: 93682.5391 - mean_absolute_error: 262.0440 - val_loss: 157019.6800 - val_mean_absolute_error: 374.5906 Epoch 4604/5000 148/148 [==============================] - 0s 27us/step - loss: 93682.0234 - mean_absolute_error: 262.0430 - val_loss: 157018.9125 - val_mean_absolute_error: 374.5896 Epoch 4605/5000 148/148 [==============================] - 0s 34us/step - loss: 93681.4922 - mean_absolute_error: 262.0419 - val_loss: 157018.1604 - val_mean_absolute_error: 374.5887 Epoch 4606/5000 148/148 [==============================] - 0s 34us/step - loss: 93680.9688 - mean_absolute_error: 262.0410 - val_loss: 157017.4240 - val_mean_absolute_error: 374.5877 Epoch 4607/5000 148/148 [==============================] - 0s 41us/step - loss: 93680.4609 - mean_absolute_error: 262.0400 - val_loss: 157016.6717 - val_mean_absolute_error: 374.5867 Epoch 4608/5000 148/148 [==============================] - 0s 27us/step - loss: 93679.9297 - mean_absolute_error: 262.0390 - val_loss: 157015.9196 - val_mean_absolute_error: 374.5858 Epoch 4609/5000 148/148 [==============================] - 0s 34us/step - loss: 93679.4062 - mean_absolute_error: 262.0380 - val_loss: 157015.1833 - val_mean_absolute_error: 374.5848 Epoch 4610/5000 148/148 [==============================] - 0s 27us/step - loss: 93678.8906 - mean_absolute_error: 262.0370 - val_loss: 157014.4310 - val_mean_absolute_error: 374.5838 Epoch 4611/5000 148/148 [==============================] - 0s 34us/step - loss: 93678.3516 - mean_absolute_error: 262.0360 - val_loss: 157013.6787 - val_mean_absolute_error: 374.5829 Epoch 4612/5000 148/148 [==============================] - 0s 34us/step - loss: 93677.8359 - mean_absolute_error: 262.0350 - val_loss: 157012.9425 - val_mean_absolute_error: 374.5819 Epoch 4613/5000 148/148 [==============================] - 0s 27us/step - loss: 93677.3203 - mean_absolute_error: 262.0340 - val_loss: 157012.1902 - val_mean_absolute_error: 374.5810 Epoch 4614/5000 148/148 [==============================] - 0s 27us/step - loss: 93676.7891 - mean_absolute_error: 262.0331 - val_loss: 157011.4533 - val_mean_absolute_error: 374.5800 Epoch 4615/5000 148/148 [==============================] - 0s 41us/step - loss: 93676.2734 - mean_absolute_error: 262.0320 - val_loss: 157010.7017 - val_mean_absolute_error: 374.5790 Epoch 4616/5000 148/148 [==============================] - 0s 27us/step - loss: 93675.7578 - mean_absolute_error: 262.0311 - val_loss: 157009.9650 - val_mean_absolute_error: 374.5781 Epoch 4617/5000 148/148 [==============================] - 0s 27us/step - loss: 93675.2266 - mean_absolute_error: 262.0301 - val_loss: 157009.1973 - val_mean_absolute_error: 374.5771 Epoch 4618/5000 148/148 [==============================] - 0s 27us/step - loss: 93674.7031 - mean_absolute_error: 262.0290 - val_loss: 157008.4763 - val_mean_absolute_error: 374.5761 Epoch 4619/5000 148/148 [==============================] - 0s 34us/step - loss: 93674.1797 - mean_absolute_error: 262.0280 - val_loss: 157007.7242 - val_mean_absolute_error: 374.5751 Epoch 4620/5000 148/148 [==============================] - 0s 34us/step - loss: 93673.6641 - mean_absolute_error: 262.0270 - val_loss: 157006.9567 - val_mean_absolute_error: 374.5742 Epoch 4621/5000 148/148 [==============================] - 0s 34us/step - loss: 93673.1406 - mean_absolute_error: 262.0260 - val_loss: 157006.2202 - val_mean_absolute_error: 374.5732 Epoch 4622/5000 148/148 [==============================] - 0s 27us/step - loss: 93672.6250 - mean_absolute_error: 262.0251 - val_loss: 157005.4833 - val_mean_absolute_error: 374.5722 Epoch 4623/5000 148/148 [==============================] - 0s 34us/step - loss: 93672.0859 - mean_absolute_error: 262.0240 - val_loss: 157004.7158 - val_mean_absolute_error: 374.5712 Epoch 4624/5000 148/148 [==============================] - 0s 34us/step - loss: 93671.5703 - mean_absolute_error: 262.0230 - val_loss: 157003.9796 - val_mean_absolute_error: 374.5702 Epoch 4625/5000 148/148 [==============================] - 0s 27us/step - loss: 93671.0625 - mean_absolute_error: 262.0221 - val_loss: 157003.2273 - val_mean_absolute_error: 374.5693 Epoch 4626/5000 148/148 [==============================] - 0s 27us/step - loss: 93670.5234 - mean_absolute_error: 262.0211 - val_loss: 157002.5063 - val_mean_absolute_error: 374.5683 Epoch 4627/5000 148/148 [==============================] - 0s 34us/step - loss: 93670.0156 - mean_absolute_error: 262.0201 - val_loss: 157001.7542 - val_mean_absolute_error: 374.5673 Epoch 4628/5000 148/148 [==============================] - 0s 34us/step - loss: 93669.4844 - mean_absolute_error: 262.0191 - val_loss: 157000.9867 - val_mean_absolute_error: 374.5664 Epoch 4629/5000 148/148 [==============================] - 0s 34us/step - loss: 93668.9609 - mean_absolute_error: 262.0181 - val_loss: 157000.2654 - val_mean_absolute_error: 374.5654 Epoch 4630/5000 148/148 [==============================] - 0s 41us/step - loss: 93668.4453 - mean_absolute_error: 262.0170 - val_loss: 156999.5133 - val_mean_absolute_error: 374.5644 Epoch 4631/5000 148/148 [==============================] - 0s 27us/step - loss: 93667.9219 - mean_absolute_error: 262.0161 - val_loss: 156998.7613 - val_mean_absolute_error: 374.5634 Epoch 4632/5000 148/148 [==============================] - 0s 27us/step - loss: 93667.3984 - mean_absolute_error: 262.0151 - val_loss: 156998.0402 - val_mean_absolute_error: 374.5625 Epoch 4633/5000 148/148 [==============================] - 0s 34us/step - loss: 93666.8750 - mean_absolute_error: 262.0141 - val_loss: 156997.2725 - val_mean_absolute_error: 374.5615 Epoch 4634/5000 148/148 [==============================] - 0s 34us/step - loss: 93666.3516 - mean_absolute_error: 262.0131 - val_loss: 156996.5358 - val_mean_absolute_error: 374.5605 Epoch 4635/5000 148/148 [==============================] - 0s 34us/step - loss: 93665.8203 - mean_absolute_error: 262.0121 - val_loss: 156995.7996 - val_mean_absolute_error: 374.5596 Epoch 4636/5000 148/148 [==============================] - 0s 27us/step - loss: 93665.3125 - mean_absolute_error: 262.0111 - val_loss: 156995.0319 - val_mean_absolute_error: 374.5586 Epoch 4637/5000 148/148 [==============================] - 0s 27us/step - loss: 93664.7812 - mean_absolute_error: 262.0101 - val_loss: 156994.2796 - val_mean_absolute_error: 374.5577 Epoch 4638/5000 148/148 [==============================] - 0s 34us/step - loss: 93664.2656 - mean_absolute_error: 262.0091 - val_loss: 156993.5279 - val_mean_absolute_error: 374.5567 Epoch 4639/5000 148/148 [==============================] - 0s 27us/step - loss: 93663.7422 - mean_absolute_error: 262.0081 - val_loss: 156992.8067 - val_mean_absolute_error: 374.5557 Epoch 4640/5000 148/148 [==============================] - 0s 27us/step - loss: 93663.2266 - mean_absolute_error: 262.0071 - val_loss: 156992.0235 - val_mean_absolute_error: 374.5548 Epoch 4641/5000 148/148 [==============================] - 0s 34us/step - loss: 93662.6875 - mean_absolute_error: 262.0062 - val_loss: 156991.3025 - val_mean_absolute_error: 374.5538 Epoch 4642/5000 148/148 [==============================] - 0s 34us/step - loss: 93662.1719 - mean_absolute_error: 262.0052 - val_loss: 156990.5504 - val_mean_absolute_error: 374.5528 Epoch 4643/5000 148/148 [==============================] - 0s 34us/step - loss: 93661.6484 - mean_absolute_error: 262.0041 - val_loss: 156989.8138 - val_mean_absolute_error: 374.5519 Epoch 4644/5000 148/148 [==============================] - 0s 27us/step - loss: 93661.1250 - mean_absolute_error: 262.0031 - val_loss: 156989.0773 - val_mean_absolute_error: 374.5509 Epoch 4645/5000 148/148 [==============================] - 0s 34us/step - loss: 93660.6094 - mean_absolute_error: 262.0021 - val_loss: 156988.3096 - val_mean_absolute_error: 374.5499 Epoch 4646/5000 148/148 [==============================] - 0s 27us/step - loss: 93660.0781 - mean_absolute_error: 262.0012 - val_loss: 156987.5575 - val_mean_absolute_error: 374.5490 Epoch 4647/5000 148/148 [==============================] - 0s 34us/step - loss: 93659.5547 - mean_absolute_error: 262.0002 - val_loss: 156986.8213 - val_mean_absolute_error: 374.5480 Epoch 4648/5000 148/148 [==============================] - 0s 27us/step - loss: 93659.0391 - mean_absolute_error: 261.9991 - val_loss: 156986.0844 - val_mean_absolute_error: 374.5470 Epoch 4649/5000 148/148 [==============================] - 0s 27us/step - loss: 93658.5078 - mean_absolute_error: 261.9981 - val_loss: 156985.3169 - val_mean_absolute_error: 374.5460 Epoch 4650/5000 148/148 [==============================] - 0s 27us/step - loss: 93657.9844 - mean_absolute_error: 261.9972 - val_loss: 156984.5958 - val_mean_absolute_error: 374.5450 Epoch 4651/5000 148/148 [==============================] - 0s 27us/step - loss: 93657.4766 - mean_absolute_error: 261.9962 - val_loss: 156983.8281 - val_mean_absolute_error: 374.5441 Epoch 4652/5000 148/148 [==============================] - 0s 34us/step - loss: 93656.9453 - mean_absolute_error: 261.9952 - val_loss: 156983.0915 - val_mean_absolute_error: 374.5431 Epoch 4653/5000 148/148 [==============================] - 0s 34us/step - loss: 93656.4219 - mean_absolute_error: 261.9942 - val_loss: 156982.3550 - val_mean_absolute_error: 374.5421 Epoch 4654/5000 148/148 [==============================] - 0s 27us/step - loss: 93655.9062 - mean_absolute_error: 261.9931 - val_loss: 156981.5875 - val_mean_absolute_error: 374.5412 Epoch 4655/5000 148/148 [==============================] - 0s 27us/step - loss: 93655.3828 - mean_absolute_error: 261.9921 - val_loss: 156980.8508 - val_mean_absolute_error: 374.5402 Epoch 4656/5000 148/148 [==============================] - 0s 34us/step - loss: 93654.8594 - mean_absolute_error: 261.9911 - val_loss: 156980.0988 - val_mean_absolute_error: 374.5392 Epoch 4657/5000 148/148 [==============================] - 0s 34us/step - loss: 93654.3438 - mean_absolute_error: 261.9901 - val_loss: 156979.3621 - val_mean_absolute_error: 374.5382 Epoch 4658/5000 148/148 [==============================] - 0s 27us/step - loss: 93653.8125 - mean_absolute_error: 261.9892 - val_loss: 156978.6100 - val_mean_absolute_error: 374.5372 Epoch 4659/5000 148/148 [==============================] - 0s 41us/step - loss: 93653.2969 - mean_absolute_error: 261.9882 - val_loss: 156977.8735 - val_mean_absolute_error: 374.5363 Epoch 4660/5000 148/148 [==============================] - 0s 34us/step - loss: 93652.7734 - mean_absolute_error: 261.9872 - val_loss: 156977.1215 - val_mean_absolute_error: 374.5353 Epoch 4661/5000 148/148 [==============================] - 0s 27us/step - loss: 93652.2500 - mean_absolute_error: 261.9862 - val_loss: 156976.3850 - val_mean_absolute_error: 374.5344 Epoch 4662/5000 148/148 [==============================] - 0s 34us/step - loss: 93651.7344 - mean_absolute_error: 261.9852 - val_loss: 156975.6329 - val_mean_absolute_error: 374.5334 Epoch 4663/5000 148/148 [==============================] - 0s 27us/step - loss: 93651.2109 - mean_absolute_error: 261.9842 - val_loss: 156974.8808 - val_mean_absolute_error: 374.5325 Epoch 4664/5000 148/148 [==============================] - 0s 41us/step - loss: 93650.6719 - mean_absolute_error: 261.9832 - val_loss: 156974.1288 - val_mean_absolute_error: 374.5315 Epoch 4665/5000 148/148 [==============================] - 0s 34us/step - loss: 93650.1719 - mean_absolute_error: 261.9822 - val_loss: 156973.4075 - val_mean_absolute_error: 374.5305 Epoch 4666/5000 148/148 [==============================] - 0s 27us/step - loss: 93649.6406 - mean_absolute_error: 261.9812 - val_loss: 156972.6246 - val_mean_absolute_error: 374.5295 Epoch 4667/5000 148/148 [==============================] - 0s 27us/step - loss: 93649.1172 - mean_absolute_error: 261.9802 - val_loss: 156971.8883 - val_mean_absolute_error: 374.5285 Epoch 4668/5000 148/148 [==============================] - 0s 34us/step - loss: 93648.5938 - mean_absolute_error: 261.9792 - val_loss: 156971.1515 - val_mean_absolute_error: 374.5276 Epoch 4669/5000 148/148 [==============================] - 0s 27us/step - loss: 93648.0703 - mean_absolute_error: 261.9782 - val_loss: 156970.3838 - val_mean_absolute_error: 374.5267 Epoch 4670/5000 148/148 [==============================] - 0s 41us/step - loss: 93647.5391 - mean_absolute_error: 261.9772 - val_loss: 156969.6629 - val_mean_absolute_error: 374.5257 Epoch 4671/5000 148/148 [==============================] - 0s 34us/step - loss: 93647.0312 - mean_absolute_error: 261.9763 - val_loss: 156968.9106 - val_mean_absolute_error: 374.5246 Epoch 4672/5000 148/148 [==============================] - 0s 34us/step - loss: 93646.5078 - mean_absolute_error: 261.9752 - val_loss: 156968.1583 - val_mean_absolute_error: 374.5237 Epoch 4673/5000 148/148 [==============================] - 0s 34us/step - loss: 93645.9766 - mean_absolute_error: 261.9742 - val_loss: 156967.4375 - val_mean_absolute_error: 374.5227 Epoch 4674/5000 148/148 [==============================] - 0s 27us/step - loss: 93645.4688 - mean_absolute_error: 261.9732 - val_loss: 156966.6700 - val_mean_absolute_error: 374.5217 Epoch 4675/5000 148/148 [==============================] - 0s 27us/step - loss: 93644.9375 - mean_absolute_error: 261.9723 - val_loss: 156965.9177 - val_mean_absolute_error: 374.5208 Epoch 4676/5000 148/148 [==============================] - 0s 27us/step - loss: 93644.4062 - mean_absolute_error: 261.9712 - val_loss: 156965.1967 - val_mean_absolute_error: 374.5198 Epoch 4677/5000 148/148 [==============================] - 0s 27us/step - loss: 93643.8984 - mean_absolute_error: 261.9702 - val_loss: 156964.4446 - val_mean_absolute_error: 374.5188 Epoch 4678/5000 148/148 [==============================] - 0s 34us/step - loss: 93643.3750 - mean_absolute_error: 261.9692 - val_loss: 156963.6925 - val_mean_absolute_error: 374.5179 Epoch 4679/5000 148/148 [==============================] - 0s 34us/step - loss: 93642.8516 - mean_absolute_error: 261.9682 - val_loss: 156962.9406 - val_mean_absolute_error: 374.5169 Epoch 4680/5000 148/148 [==============================] - 0s 34us/step - loss: 93642.3281 - mean_absolute_error: 261.9672 - val_loss: 156962.1729 - val_mean_absolute_error: 374.5159 Epoch 4681/5000 148/148 [==============================] - 0s 34us/step - loss: 93641.8047 - mean_absolute_error: 261.9662 - val_loss: 156961.4517 - val_mean_absolute_error: 374.5150 Epoch 4682/5000 148/148 [==============================] - 0s 34us/step - loss: 93641.2734 - mean_absolute_error: 261.9652 - val_loss: 156960.7000 - val_mean_absolute_error: 374.5140 Epoch 4683/5000 148/148 [==============================] - 0s 41us/step - loss: 93640.7656 - mean_absolute_error: 261.9643 - val_loss: 156959.9477 - val_mean_absolute_error: 374.5130 Epoch 4684/5000 148/148 [==============================] - 0s 27us/step - loss: 93640.2344 - mean_absolute_error: 261.9633 - val_loss: 156959.1954 - val_mean_absolute_error: 374.5120 Epoch 4685/5000 148/148 [==============================] - 0s 34us/step - loss: 93639.7109 - mean_absolute_error: 261.9623 - val_loss: 156958.4592 - val_mean_absolute_error: 374.5111 Epoch 4686/5000 148/148 [==============================] - 0s 34us/step - loss: 93639.1953 - mean_absolute_error: 261.9613 - val_loss: 156957.7225 - val_mean_absolute_error: 374.5101 Epoch 4687/5000 148/148 [==============================] - 0s 34us/step - loss: 93638.6719 - mean_absolute_error: 261.9603 - val_loss: 156956.9548 - val_mean_absolute_error: 374.5092 Epoch 4688/5000 148/148 [==============================] - 0s 27us/step - loss: 93638.1406 - mean_absolute_error: 261.9593 - val_loss: 156956.2183 - val_mean_absolute_error: 374.5082 Epoch 4689/5000 148/148 [==============================] - 0s 27us/step - loss: 93637.6328 - mean_absolute_error: 261.9583 - val_loss: 156955.4817 - val_mean_absolute_error: 374.5073 Epoch 4690/5000 148/148 [==============================] - 0s 27us/step - loss: 93637.1016 - mean_absolute_error: 261.9573 - val_loss: 156954.7452 - val_mean_absolute_error: 374.5063 Epoch 4691/5000 148/148 [==============================] - 0s 34us/step - loss: 93636.5938 - mean_absolute_error: 261.9563 - val_loss: 156953.9929 - val_mean_absolute_error: 374.5053 Epoch 4692/5000 148/148 [==============================] - 0s 34us/step - loss: 93636.0547 - mean_absolute_error: 261.9553 - val_loss: 156953.2408 - val_mean_absolute_error: 374.5043 Epoch 4693/5000 148/148 [==============================] - 0s 34us/step - loss: 93635.5312 - mean_absolute_error: 261.9543 - val_loss: 156952.5046 - val_mean_absolute_error: 374.5034 Epoch 4694/5000 148/148 [==============================] - 0s 34us/step - loss: 93635.0234 - mean_absolute_error: 261.9533 - val_loss: 156951.7523 - val_mean_absolute_error: 374.5024 Epoch 4695/5000 148/148 [==============================] - 0s 27us/step - loss: 93634.5000 - mean_absolute_error: 261.9523 - val_loss: 156951.0000 - val_mean_absolute_error: 374.5014 Epoch 4696/5000 148/148 [==============================] - 0s 27us/step - loss: 93633.9688 - mean_absolute_error: 261.9513 - val_loss: 156950.2638 - val_mean_absolute_error: 374.5005 Epoch 4697/5000 148/148 [==============================] - 0s 27us/step - loss: 93633.4609 - mean_absolute_error: 261.9503 - val_loss: 156949.5117 - val_mean_absolute_error: 374.4994 Epoch 4698/5000 148/148 [==============================] - 0s 34us/step - loss: 93632.9297 - mean_absolute_error: 261.9493 - val_loss: 156948.7594 - val_mean_absolute_error: 374.4985 Epoch 4699/5000 148/148 [==============================] - 0s 27us/step - loss: 93632.4062 - mean_absolute_error: 261.9483 - val_loss: 156948.0229 - val_mean_absolute_error: 374.4975 Epoch 4700/5000 148/148 [==============================] - 0s 34us/step - loss: 93631.8906 - mean_absolute_error: 261.9473 - val_loss: 156947.2863 - val_mean_absolute_error: 374.4965 Epoch 4701/5000 148/148 [==============================] - 0s 34us/step - loss: 93631.3750 - mean_absolute_error: 261.9464 - val_loss: 156946.5187 - val_mean_absolute_error: 374.4955 Epoch 4702/5000 148/148 [==============================] - 0s 34us/step - loss: 93630.8359 - mean_absolute_error: 261.9453 - val_loss: 156945.7823 - val_mean_absolute_error: 374.4946 Epoch 4703/5000 148/148 [==============================] - 0s 34us/step - loss: 93630.3281 - mean_absolute_error: 261.9443 - val_loss: 156945.0300 - val_mean_absolute_error: 374.4936 Epoch 4704/5000 148/148 [==============================] - 0s 34us/step - loss: 93629.7969 - mean_absolute_error: 261.9433 - val_loss: 156944.2779 - val_mean_absolute_error: 374.4926 Epoch 4705/5000 148/148 [==============================] - 0s 34us/step - loss: 93629.2734 - mean_absolute_error: 261.9423 - val_loss: 156943.5417 - val_mean_absolute_error: 374.4917 Epoch 4706/5000 148/148 [==============================] - 0s 27us/step - loss: 93628.7578 - mean_absolute_error: 261.9413 - val_loss: 156942.7894 - val_mean_absolute_error: 374.4907 Epoch 4707/5000 148/148 [==============================] - 0s 27us/step - loss: 93628.2266 - mean_absolute_error: 261.9403 - val_loss: 156942.0371 - val_mean_absolute_error: 374.4897 Epoch 4708/5000 148/148 [==============================] - 0s 34us/step - loss: 93627.7109 - mean_absolute_error: 261.9394 - val_loss: 156941.3163 - val_mean_absolute_error: 374.4888 Epoch 4709/5000 148/148 [==============================] - 0s 27us/step - loss: 93627.1953 - mean_absolute_error: 261.9384 - val_loss: 156940.5487 - val_mean_absolute_error: 374.4878 Epoch 4710/5000 148/148 [==============================] - 0s 34us/step - loss: 93626.6719 - mean_absolute_error: 261.9373 - val_loss: 156939.8119 - val_mean_absolute_error: 374.4868 Epoch 4711/5000 148/148 [==============================] - 0s 34us/step - loss: 93626.1328 - mean_absolute_error: 261.9364 - val_loss: 156939.0600 - val_mean_absolute_error: 374.4859 Epoch 4712/5000 148/148 [==============================] - 0s 27us/step - loss: 93625.6250 - mean_absolute_error: 261.9354 - val_loss: 156938.3233 - val_mean_absolute_error: 374.4849 Epoch 4713/5000 148/148 [==============================] - 0s 34us/step - loss: 93625.1016 - mean_absolute_error: 261.9344 - val_loss: 156937.5713 - val_mean_absolute_error: 374.4839 Epoch 4714/5000 148/148 [==============================] - 0s 27us/step - loss: 93624.5703 - mean_absolute_error: 261.9334 - val_loss: 156936.8192 - val_mean_absolute_error: 374.4830 Epoch 4715/5000 148/148 [==============================] - 0s 27us/step - loss: 93624.0547 - mean_absolute_error: 261.9324 - val_loss: 156936.0825 - val_mean_absolute_error: 374.4820 Epoch 4716/5000 148/148 [==============================] - 0s 34us/step - loss: 93623.5312 - mean_absolute_error: 261.9313 - val_loss: 156935.3304 - val_mean_absolute_error: 374.4810 Epoch 4717/5000 148/148 [==============================] - 0s 27us/step - loss: 93623.0078 - mean_absolute_error: 261.9304 - val_loss: 156934.5785 - val_mean_absolute_error: 374.4801 Epoch 4718/5000 148/148 [==============================] - 0s 27us/step - loss: 93622.4844 - mean_absolute_error: 261.9294 - val_loss: 156933.8419 - val_mean_absolute_error: 374.4791 Epoch 4719/5000 148/148 [==============================] - 0s 34us/step - loss: 93621.9531 - mean_absolute_error: 261.9284 - val_loss: 156933.0742 - val_mean_absolute_error: 374.4781 Epoch 4720/5000 148/148 [==============================] - 0s 27us/step - loss: 93621.4297 - mean_absolute_error: 261.9274 - val_loss: 156932.3533 - val_mean_absolute_error: 374.4771 Epoch 4721/5000 148/148 [==============================] - 0s 27us/step - loss: 93620.9219 - mean_absolute_error: 261.9264 - val_loss: 156931.5858 - val_mean_absolute_error: 374.4761 Epoch 4722/5000 148/148 [==============================] - 0s 27us/step - loss: 93620.4062 - mean_absolute_error: 261.9254 - val_loss: 156930.8490 - val_mean_absolute_error: 374.4752 Epoch 4723/5000 148/148 [==============================] - 0s 27us/step - loss: 93619.8750 - mean_absolute_error: 261.9244 - val_loss: 156930.1279 - val_mean_absolute_error: 374.4742 Epoch 4724/5000 148/148 [==============================] - 0s 34us/step - loss: 93619.3594 - mean_absolute_error: 261.9234 - val_loss: 156929.3604 - val_mean_absolute_error: 374.4732 Epoch 4725/5000 148/148 [==============================] - 0s 34us/step - loss: 93618.8281 - mean_absolute_error: 261.9224 - val_loss: 156928.6394 - val_mean_absolute_error: 374.4723 Epoch 4726/5000 148/148 [==============================] - 0s 27us/step - loss: 93618.3203 - mean_absolute_error: 261.9214 - val_loss: 156927.8719 - val_mean_absolute_error: 374.4713 Epoch 4727/5000 148/148 [==============================] - 0s 27us/step - loss: 93617.7969 - mean_absolute_error: 261.9203 - val_loss: 156927.1196 - val_mean_absolute_error: 374.4703 Epoch 4728/5000 148/148 [==============================] - 0s 27us/step - loss: 93617.2734 - mean_absolute_error: 261.9194 - val_loss: 156926.3833 - val_mean_absolute_error: 374.4694 Epoch 4729/5000 148/148 [==============================] - 0s 34us/step - loss: 93616.7500 - mean_absolute_error: 261.9184 - val_loss: 156925.6313 - val_mean_absolute_error: 374.4684 Epoch 4730/5000 148/148 [==============================] - 0s 34us/step - loss: 93616.2266 - mean_absolute_error: 261.9174 - val_loss: 156924.8790 - val_mean_absolute_error: 374.4675 Epoch 4731/5000 148/148 [==============================] - 0s 34us/step - loss: 93615.6953 - mean_absolute_error: 261.9164 - val_loss: 156924.1425 - val_mean_absolute_error: 374.4665 Epoch 4732/5000 148/148 [==============================] - 0s 34us/step - loss: 93615.1875 - mean_absolute_error: 261.9154 - val_loss: 156923.3904 - val_mean_absolute_error: 374.4655 Epoch 4733/5000 148/148 [==============================] - 0s 27us/step - loss: 93614.6641 - mean_absolute_error: 261.9144 - val_loss: 156922.6383 - val_mean_absolute_error: 374.4645 Epoch 4734/5000 148/148 [==============================] - 0s 34us/step - loss: 93614.1406 - mean_absolute_error: 261.9134 - val_loss: 156921.9173 - val_mean_absolute_error: 374.4636 Epoch 4735/5000 148/148 [==============================] - 0s 27us/step - loss: 93613.6172 - mean_absolute_error: 261.9124 - val_loss: 156921.1496 - val_mean_absolute_error: 374.4626 Epoch 4736/5000 148/148 [==============================] - 0s 27us/step - loss: 93613.0859 - mean_absolute_error: 261.9115 - val_loss: 156920.4129 - val_mean_absolute_error: 374.4616 Epoch 4737/5000 148/148 [==============================] - 0s 34us/step - loss: 93612.5703 - mean_absolute_error: 261.9105 - val_loss: 156919.6765 - val_mean_absolute_error: 374.4607 Epoch 4738/5000 148/148 [==============================] - 0s 27us/step - loss: 93612.0469 - mean_absolute_error: 261.9095 - val_loss: 156918.9090 - val_mean_absolute_error: 374.4597 Epoch 4739/5000 148/148 [==============================] - 0s 27us/step - loss: 93611.5234 - mean_absolute_error: 261.9085 - val_loss: 156918.1721 - val_mean_absolute_error: 374.4587 Epoch 4740/5000 148/148 [==============================] - 0s 34us/step - loss: 93611.0078 - mean_absolute_error: 261.9074 - val_loss: 156917.4204 - val_mean_absolute_error: 374.4577 Epoch 4741/5000 148/148 [==============================] - 0s 34us/step - loss: 93610.4844 - mean_absolute_error: 261.9065 - val_loss: 156916.6835 - val_mean_absolute_error: 374.4568 Epoch 4742/5000 148/148 [==============================] - 0s 27us/step - loss: 93609.9531 - mean_absolute_error: 261.9055 - val_loss: 156915.9312 - val_mean_absolute_error: 374.4558 Epoch 4743/5000 148/148 [==============================] - 0s 27us/step - loss: 93609.4297 - mean_absolute_error: 261.9044 - val_loss: 156915.1796 - val_mean_absolute_error: 374.4548 Epoch 4744/5000 148/148 [==============================] - 0s 34us/step - loss: 93608.9219 - mean_absolute_error: 261.9035 - val_loss: 156914.4429 - val_mean_absolute_error: 374.4539 Epoch 4745/5000 148/148 [==============================] - 0s 27us/step - loss: 93608.3906 - mean_absolute_error: 261.9025 - val_loss: 156913.6906 - val_mean_absolute_error: 374.4528 Epoch 4746/5000 148/148 [==============================] - 0s 34us/step - loss: 93607.8672 - mean_absolute_error: 261.9015 - val_loss: 156912.9542 - val_mean_absolute_error: 374.4519 Epoch 4747/5000 148/148 [==============================] - 0s 34us/step - loss: 93607.3516 - mean_absolute_error: 261.9005 - val_loss: 156912.1867 - val_mean_absolute_error: 374.4509 Epoch 4748/5000 148/148 [==============================] - 0s 27us/step - loss: 93606.8281 - mean_absolute_error: 261.8995 - val_loss: 156911.4654 - val_mean_absolute_error: 374.4500 Epoch 4749/5000 148/148 [==============================] - 0s 34us/step - loss: 93606.2969 - mean_absolute_error: 261.8985 - val_loss: 156910.7135 - val_mean_absolute_error: 374.4490 Epoch 4750/5000 148/148 [==============================] - 0s 27us/step - loss: 93605.7812 - mean_absolute_error: 261.8975 - val_loss: 156909.9612 - val_mean_absolute_error: 374.4480 Epoch 4751/5000 148/148 [==============================] - 0s 41us/step - loss: 93605.2578 - mean_absolute_error: 261.8965 - val_loss: 156909.1938 - val_mean_absolute_error: 374.4470 Epoch 4752/5000 148/148 [==============================] - 0s 27us/step - loss: 93604.7266 - mean_absolute_error: 261.8954 - val_loss: 156908.4883 - val_mean_absolute_error: 374.4461 Epoch 4753/5000 148/148 [==============================] - 0s 34us/step - loss: 93604.2266 - mean_absolute_error: 261.8945 - val_loss: 156907.7206 - val_mean_absolute_error: 374.4451 Epoch 4754/5000 148/148 [==============================] - 0s 27us/step - loss: 93603.6953 - mean_absolute_error: 261.8935 - val_loss: 156906.9842 - val_mean_absolute_error: 374.4442 Epoch 4755/5000 148/148 [==============================] - 0s 34us/step - loss: 93603.1875 - mean_absolute_error: 261.8925 - val_loss: 156906.2321 - val_mean_absolute_error: 374.4432 Epoch 4756/5000 148/148 [==============================] - 0s 27us/step - loss: 93602.6484 - mean_absolute_error: 261.8915 - val_loss: 156905.4800 - val_mean_absolute_error: 374.4422 Epoch 4757/5000 148/148 [==============================] - 0s 41us/step - loss: 93602.1250 - mean_absolute_error: 261.8905 - val_loss: 156904.7590 - val_mean_absolute_error: 374.4413 Epoch 4758/5000 148/148 [==============================] - 0s 27us/step - loss: 93601.6172 - mean_absolute_error: 261.8895 - val_loss: 156903.9912 - val_mean_absolute_error: 374.4403 Epoch 4759/5000 148/148 [==============================] - 0s 34us/step - loss: 93601.0938 - mean_absolute_error: 261.8885 - val_loss: 156903.2238 - val_mean_absolute_error: 374.4393 Epoch 4760/5000 148/148 [==============================] - 0s 27us/step - loss: 93600.5625 - mean_absolute_error: 261.8875 - val_loss: 156902.5029 - val_mean_absolute_error: 374.4384 Epoch 4761/5000 148/148 [==============================] - 0s 27us/step - loss: 93600.0547 - mean_absolute_error: 261.8865 - val_loss: 156901.7660 - val_mean_absolute_error: 374.4374 Epoch 4762/5000 148/148 [==============================] - 0s 34us/step - loss: 93599.5234 - mean_absolute_error: 261.8856 - val_loss: 156901.0140 - val_mean_absolute_error: 374.4364 Epoch 4763/5000 148/148 [==============================] - 0s 27us/step - loss: 93598.9844 - mean_absolute_error: 261.8846 - val_loss: 156900.2621 - val_mean_absolute_error: 374.4355 Epoch 4764/5000 148/148 [==============================] - 0s 34us/step - loss: 93598.4844 - mean_absolute_error: 261.8835 - val_loss: 156899.5100 - val_mean_absolute_error: 374.4345 Epoch 4765/5000 148/148 [==============================] - 0s 27us/step - loss: 93597.9609 - mean_absolute_error: 261.8825 - val_loss: 156898.7733 - val_mean_absolute_error: 374.4335 Epoch 4766/5000 148/148 [==============================] - 0s 27us/step - loss: 93597.4219 - mean_absolute_error: 261.8815 - val_loss: 156898.0367 - val_mean_absolute_error: 374.4325 Epoch 4767/5000 148/148 [==============================] - 0s 27us/step - loss: 93596.9141 - mean_absolute_error: 261.8806 - val_loss: 156897.2846 - val_mean_absolute_error: 374.4316 Epoch 4768/5000 148/148 [==============================] - 0s 34us/step - loss: 93596.3828 - mean_absolute_error: 261.8795 - val_loss: 156896.5325 - val_mean_absolute_error: 374.4305 Epoch 4769/5000 148/148 [==============================] - 0s 27us/step - loss: 93595.8672 - mean_absolute_error: 261.8786 - val_loss: 156895.7960 - val_mean_absolute_error: 374.4296 Epoch 4770/5000 148/148 [==============================] - 0s 34us/step - loss: 93595.3438 - mean_absolute_error: 261.8775 - val_loss: 156895.0438 - val_mean_absolute_error: 374.4286 Epoch 4771/5000 148/148 [==============================] - 0s 34us/step - loss: 93594.8281 - mean_absolute_error: 261.8766 - val_loss: 156894.2917 - val_mean_absolute_error: 374.4276 Epoch 4772/5000 148/148 [==============================] - 0s 41us/step - loss: 93594.2891 - mean_absolute_error: 261.8755 - val_loss: 156893.5400 - val_mean_absolute_error: 374.4267 Epoch 4773/5000 148/148 [==============================] - 0s 27us/step - loss: 93593.7812 - mean_absolute_error: 261.8745 - val_loss: 156892.8031 - val_mean_absolute_error: 374.4257 Epoch 4774/5000 148/148 [==============================] - 0s 27us/step - loss: 93593.2578 - mean_absolute_error: 261.8736 - val_loss: 156892.0354 - val_mean_absolute_error: 374.4247 Epoch 4775/5000 148/148 [==============================] - 0s 41us/step - loss: 93592.7266 - mean_absolute_error: 261.8726 - val_loss: 156891.3300 - val_mean_absolute_error: 374.4237 Epoch 4776/5000 148/148 [==============================] - 0s 27us/step - loss: 93592.2109 - mean_absolute_error: 261.8715 - val_loss: 156890.5625 - val_mean_absolute_error: 374.4228 Epoch 4777/5000 148/148 [==============================] - 0s 27us/step - loss: 93591.6797 - mean_absolute_error: 261.8705 - val_loss: 156889.8102 - val_mean_absolute_error: 374.4218 Epoch 4778/5000 148/148 [==============================] - 0s 34us/step - loss: 93591.1641 - mean_absolute_error: 261.8696 - val_loss: 156889.0738 - val_mean_absolute_error: 374.4208 Epoch 4779/5000 148/148 [==============================] - 0s 27us/step - loss: 93590.6484 - mean_absolute_error: 261.8686 - val_loss: 156888.3217 - val_mean_absolute_error: 374.4199 Epoch 4780/5000 148/148 [==============================] - 0s 34us/step - loss: 93590.1250 - mean_absolute_error: 261.8676 - val_loss: 156887.5850 - val_mean_absolute_error: 374.4189 Epoch 4781/5000 148/148 [==============================] - 0s 27us/step - loss: 93589.5938 - mean_absolute_error: 261.8666 - val_loss: 156886.8331 - val_mean_absolute_error: 374.4180 Epoch 4782/5000 148/148 [==============================] - 0s 27us/step - loss: 93589.0781 - mean_absolute_error: 261.8656 - val_loss: 156886.0808 - val_mean_absolute_error: 374.4170 Epoch 4783/5000 148/148 [==============================] - 0s 34us/step - loss: 93588.5547 - mean_absolute_error: 261.8646 - val_loss: 156885.3287 - val_mean_absolute_error: 374.4161 Epoch 4784/5000 148/148 [==============================] - 0s 34us/step - loss: 93588.0312 - mean_absolute_error: 261.8636 - val_loss: 156884.6079 - val_mean_absolute_error: 374.4151 Epoch 4785/5000 148/148 [==============================] - 0s 34us/step - loss: 93587.5156 - mean_absolute_error: 261.8626 - val_loss: 156883.8402 - val_mean_absolute_error: 374.4141 Epoch 4786/5000 148/148 [==============================] - 0s 20us/step - loss: 93586.9922 - mean_absolute_error: 261.8616 - val_loss: 156883.1033 - val_mean_absolute_error: 374.4131 Epoch 4787/5000 148/148 [==============================] - 0s 34us/step - loss: 93586.4531 - mean_absolute_error: 261.8607 - val_loss: 156882.3671 - val_mean_absolute_error: 374.4122 Epoch 4788/5000 148/148 [==============================] - 0s 34us/step - loss: 93585.9531 - mean_absolute_error: 261.8596 - val_loss: 156881.6150 - val_mean_absolute_error: 374.4112 Epoch 4789/5000 148/148 [==============================] - 0s 27us/step - loss: 93585.4219 - mean_absolute_error: 261.8586 - val_loss: 156880.8631 - val_mean_absolute_error: 374.4102 Epoch 4790/5000 148/148 [==============================] - 0s 34us/step - loss: 93584.9062 - mean_absolute_error: 261.8576 - val_loss: 156880.0954 - val_mean_absolute_error: 374.4093 Epoch 4791/5000 148/148 [==============================] - 0s 27us/step - loss: 93584.3750 - mean_absolute_error: 261.8566 - val_loss: 156879.3742 - val_mean_absolute_error: 374.4083 Epoch 4792/5000 148/148 [==============================] - 0s 34us/step - loss: 93583.8594 - mean_absolute_error: 261.8556 - val_loss: 156878.6377 - val_mean_absolute_error: 374.4073 Epoch 4793/5000 148/148 [==============================] - 0s 27us/step - loss: 93583.3438 - mean_absolute_error: 261.8547 - val_loss: 156877.8856 - val_mean_absolute_error: 374.4064 Epoch 4794/5000 148/148 [==============================] - 0s 27us/step - loss: 93582.8203 - mean_absolute_error: 261.8537 - val_loss: 156877.1179 - val_mean_absolute_error: 374.4053 Epoch 4795/5000 148/148 [==============================] - 0s 41us/step - loss: 93582.2891 - mean_absolute_error: 261.8526 - val_loss: 156876.3971 - val_mean_absolute_error: 374.4044 Epoch 4796/5000 148/148 [==============================] - 0s 34us/step - loss: 93581.7734 - mean_absolute_error: 261.8517 - val_loss: 156875.6602 - val_mean_absolute_error: 374.4034 Epoch 4797/5000 148/148 [==============================] - 0s 34us/step - loss: 93581.2500 - mean_absolute_error: 261.8506 - val_loss: 156874.8925 - val_mean_absolute_error: 374.4024 Epoch 4798/5000 148/148 [==============================] - 0s 34us/step - loss: 93580.7266 - mean_absolute_error: 261.8497 - val_loss: 156874.1562 - val_mean_absolute_error: 374.4015 Epoch 4799/5000 148/148 [==============================] - 0s 27us/step - loss: 93580.2109 - mean_absolute_error: 261.8487 - val_loss: 156873.4042 - val_mean_absolute_error: 374.4005 Epoch 4800/5000 148/148 [==============================] - 0s 27us/step - loss: 93579.6875 - mean_absolute_error: 261.8476 - val_loss: 156872.6521 - val_mean_absolute_error: 374.3995 Epoch 4801/5000 148/148 [==============================] - 0s 34us/step - loss: 93579.1641 - mean_absolute_error: 261.8466 - val_loss: 156871.9308 - val_mean_absolute_error: 374.3986 Epoch 4802/5000 148/148 [==============================] - 0s 27us/step - loss: 93578.6406 - mean_absolute_error: 261.8456 - val_loss: 156871.1787 - val_mean_absolute_error: 374.3976 Epoch 4803/5000 148/148 [==============================] - 0s 27us/step - loss: 93578.1172 - mean_absolute_error: 261.8446 - val_loss: 156870.4113 - val_mean_absolute_error: 374.3966 Epoch 4804/5000 148/148 [==============================] - 0s 34us/step - loss: 93577.5938 - mean_absolute_error: 261.8437 - val_loss: 156869.6904 - val_mean_absolute_error: 374.3957 Epoch 4805/5000 148/148 [==============================] - 0s 34us/step - loss: 93577.0781 - mean_absolute_error: 261.8427 - val_loss: 156868.9381 - val_mean_absolute_error: 374.3947 Epoch 4806/5000 148/148 [==============================] - 0s 27us/step - loss: 93576.5547 - mean_absolute_error: 261.8417 - val_loss: 156868.1704 - val_mean_absolute_error: 374.3937 Epoch 4807/5000 148/148 [==============================] - 0s 34us/step - loss: 93576.0234 - mean_absolute_error: 261.8407 - val_loss: 156867.4496 - val_mean_absolute_error: 374.3928 Epoch 4808/5000 148/148 [==============================] - 0s 27us/step - loss: 93575.5078 - mean_absolute_error: 261.8397 - val_loss: 156866.6821 - val_mean_absolute_error: 374.3918 Epoch 4809/5000 148/148 [==============================] - 0s 34us/step - loss: 93574.9766 - mean_absolute_error: 261.8387 - val_loss: 156865.9606 - val_mean_absolute_error: 374.3908 Epoch 4810/5000 148/148 [==============================] - 0s 34us/step - loss: 93574.4609 - mean_absolute_error: 261.8377 - val_loss: 156865.1933 - val_mean_absolute_error: 374.3899 Epoch 4811/5000 148/148 [==============================] - 0s 27us/step - loss: 93573.9453 - mean_absolute_error: 261.8367 - val_loss: 156864.4413 - val_mean_absolute_error: 374.3889 Epoch 4812/5000 148/148 [==============================] - 0s 34us/step - loss: 93573.4219 - mean_absolute_error: 261.8358 - val_loss: 156863.7046 - val_mean_absolute_error: 374.3879 Epoch 4813/5000 148/148 [==============================] - 0s 27us/step - loss: 93572.8984 - mean_absolute_error: 261.8347 - val_loss: 156862.9527 - val_mean_absolute_error: 374.3870 Epoch 4814/5000 148/148 [==============================] - 0s 34us/step - loss: 93572.3828 - mean_absolute_error: 261.8337 - val_loss: 156862.2158 - val_mean_absolute_error: 374.3860 Epoch 4815/5000 148/148 [==============================] - 0s 27us/step - loss: 93571.8594 - mean_absolute_error: 261.8327 - val_loss: 156861.4637 - val_mean_absolute_error: 374.3850 Epoch 4816/5000 148/148 [==============================] - 0s 34us/step - loss: 93571.3281 - mean_absolute_error: 261.8317 - val_loss: 156860.7275 - val_mean_absolute_error: 374.3840 Epoch 4817/5000 148/148 [==============================] - 0s 27us/step - loss: 93570.8203 - mean_absolute_error: 261.8307 - val_loss: 156859.9752 - val_mean_absolute_error: 374.3830 Epoch 4818/5000 148/148 [==============================] - 0s 34us/step - loss: 93570.2891 - mean_absolute_error: 261.8297 - val_loss: 156859.2387 - val_mean_absolute_error: 374.3821 Epoch 4819/5000 148/148 [==============================] - 0s 34us/step - loss: 93569.7734 - mean_absolute_error: 261.8287 - val_loss: 156858.4713 - val_mean_absolute_error: 374.3811 Epoch 4820/5000 148/148 [==============================] - 0s 27us/step - loss: 93569.2500 - mean_absolute_error: 261.8277 - val_loss: 156857.7346 - val_mean_absolute_error: 374.3801 Epoch 4821/5000 148/148 [==============================] - 0s 27us/step - loss: 93568.7266 - mean_absolute_error: 261.8268 - val_loss: 156856.9981 - val_mean_absolute_error: 374.3791 Epoch 4822/5000 148/148 [==============================] - 0s 34us/step - loss: 93568.2109 - mean_absolute_error: 261.8257 - val_loss: 156856.2458 - val_mean_absolute_error: 374.3782 Epoch 4823/5000 148/148 [==============================] - 0s 27us/step - loss: 93567.6797 - mean_absolute_error: 261.8247 - val_loss: 156855.5092 - val_mean_absolute_error: 374.3772 Epoch 4824/5000 148/148 [==============================] - 0s 34us/step - loss: 93567.1484 - mean_absolute_error: 261.8237 - val_loss: 156854.7575 - val_mean_absolute_error: 374.3762 Epoch 4825/5000 148/148 [==============================] - 0s 27us/step - loss: 93566.6406 - mean_absolute_error: 261.8227 - val_loss: 156854.0206 - val_mean_absolute_error: 374.3753 Epoch 4826/5000 148/148 [==============================] - 0s 34us/step - loss: 93566.1250 - mean_absolute_error: 261.8217 - val_loss: 156853.2529 - val_mean_absolute_error: 374.3743 Epoch 4827/5000 148/148 [==============================] - 0s 27us/step - loss: 93565.5859 - mean_absolute_error: 261.8207 - val_loss: 156852.5167 - val_mean_absolute_error: 374.3733 Epoch 4828/5000 148/148 [==============================] - 0s 34us/step - loss: 93565.0781 - mean_absolute_error: 261.8197 - val_loss: 156851.7644 - val_mean_absolute_error: 374.3724 Epoch 4829/5000 148/148 [==============================] - 0s 34us/step - loss: 93564.5547 - mean_absolute_error: 261.8187 - val_loss: 156851.0125 - val_mean_absolute_error: 374.3714 Epoch 4830/5000 148/148 [==============================] - 0s 27us/step - loss: 93564.0234 - mean_absolute_error: 261.8177 - val_loss: 156850.2913 - val_mean_absolute_error: 374.3704 Epoch 4831/5000 148/148 [==============================] - 0s 41us/step - loss: 93563.5078 - mean_absolute_error: 261.8168 - val_loss: 156849.5237 - val_mean_absolute_error: 374.3695 Epoch 4832/5000 148/148 [==============================] - 0s 34us/step - loss: 93562.9844 - mean_absolute_error: 261.8158 - val_loss: 156848.7717 - val_mean_absolute_error: 374.3685 Epoch 4833/5000 148/148 [==============================] - 0s 41us/step - loss: 93562.4609 - mean_absolute_error: 261.8148 - val_loss: 156848.0504 - val_mean_absolute_error: 374.3676 Epoch 4834/5000 148/148 [==============================] - 0s 27us/step - loss: 93561.9375 - mean_absolute_error: 261.8138 - val_loss: 156847.2983 - val_mean_absolute_error: 374.3666 Epoch 4835/5000 148/148 [==============================] - 0s 27us/step - loss: 93561.4219 - mean_absolute_error: 261.8128 - val_loss: 156846.5463 - val_mean_absolute_error: 374.3656 Epoch 4836/5000 148/148 [==============================] - 0s 34us/step - loss: 93560.8906 - mean_absolute_error: 261.8118 - val_loss: 156845.8100 - val_mean_absolute_error: 374.3647 Epoch 4837/5000 148/148 [==============================] - 0s 27us/step - loss: 93560.3750 - mean_absolute_error: 261.8108 - val_loss: 156845.0577 - val_mean_absolute_error: 374.3637 Epoch 4838/5000 148/148 [==============================] - 0s 27us/step - loss: 93559.8516 - mean_absolute_error: 261.8098 - val_loss: 156844.3054 - val_mean_absolute_error: 374.3627 Epoch 4839/5000 148/148 [==============================] - 0s 41us/step - loss: 93559.3281 - mean_absolute_error: 261.8088 - val_loss: 156843.5846 - val_mean_absolute_error: 374.3618 Epoch 4840/5000 148/148 [==============================] - 0s 34us/step - loss: 93558.8125 - mean_absolute_error: 261.8078 - val_loss: 156842.8325 - val_mean_absolute_error: 374.3608 Epoch 4841/5000 148/148 [==============================] - 0s 27us/step - loss: 93558.2812 - mean_absolute_error: 261.8068 - val_loss: 156842.0802 - val_mean_absolute_error: 374.3598 Epoch 4842/5000 148/148 [==============================] - 0s 34us/step - loss: 93557.7500 - mean_absolute_error: 261.8058 - val_loss: 156841.3438 - val_mean_absolute_error: 374.3589 Epoch 4843/5000 148/148 [==============================] - 0s 27us/step - loss: 93557.2422 - mean_absolute_error: 261.8048 - val_loss: 156840.5763 - val_mean_absolute_error: 374.3578 Epoch 4844/5000 148/148 [==============================] - 0s 27us/step - loss: 93556.7266 - mean_absolute_error: 261.8038 - val_loss: 156839.8396 - val_mean_absolute_error: 374.3568 Epoch 4845/5000 148/148 [==============================] - 0s 27us/step - loss: 93556.1953 - mean_absolute_error: 261.8028 - val_loss: 156839.0877 - val_mean_absolute_error: 374.3559 Epoch 4846/5000 148/148 [==============================] - 0s 27us/step - loss: 93555.6797 - mean_absolute_error: 261.8018 - val_loss: 156838.3662 - val_mean_absolute_error: 374.3549 Epoch 4847/5000 148/148 [==============================] - 0s 27us/step - loss: 93555.1562 - mean_absolute_error: 261.8008 - val_loss: 156837.5988 - val_mean_absolute_error: 374.3540 Epoch 4848/5000 148/148 [==============================] - 0s 27us/step - loss: 93554.6250 - mean_absolute_error: 261.7998 - val_loss: 156836.8625 - val_mean_absolute_error: 374.3530 Epoch 4849/5000 148/148 [==============================] - 0s 34us/step - loss: 93554.1172 - mean_absolute_error: 261.7988 - val_loss: 156836.1102 - val_mean_absolute_error: 374.3520 Epoch 4850/5000 148/148 [==============================] - 0s 41us/step - loss: 93553.5938 - mean_absolute_error: 261.7978 - val_loss: 156835.3425 - val_mean_absolute_error: 374.3510 Epoch 4851/5000 148/148 [==============================] - 0s 34us/step - loss: 93553.0703 - mean_absolute_error: 261.7968 - val_loss: 156834.6217 - val_mean_absolute_error: 374.3501 Epoch 4852/5000 148/148 [==============================] - 0s 27us/step - loss: 93552.5547 - mean_absolute_error: 261.7958 - val_loss: 156833.8696 - val_mean_absolute_error: 374.3491 Epoch 4853/5000 148/148 [==============================] - 0s 34us/step - loss: 93552.0234 - mean_absolute_error: 261.7948 - val_loss: 156833.1331 - val_mean_absolute_error: 374.3481 Epoch 4854/5000 148/148 [==============================] - 0s 34us/step - loss: 93551.5156 - mean_absolute_error: 261.7939 - val_loss: 156832.3808 - val_mean_absolute_error: 374.3471 Epoch 4855/5000 148/148 [==============================] - 0s 27us/step - loss: 93550.9844 - mean_absolute_error: 261.7929 - val_loss: 156831.6288 - val_mean_absolute_error: 374.3462 Epoch 4856/5000 148/148 [==============================] - 0s 34us/step - loss: 93550.4531 - mean_absolute_error: 261.7919 - val_loss: 156830.8771 - val_mean_absolute_error: 374.3452 Epoch 4857/5000 148/148 [==============================] - 0s 34us/step - loss: 93549.9375 - mean_absolute_error: 261.7909 - val_loss: 156830.1556 - val_mean_absolute_error: 374.3442 Epoch 4858/5000 148/148 [==============================] - 0s 34us/step - loss: 93549.4219 - mean_absolute_error: 261.7899 - val_loss: 156829.3881 - val_mean_absolute_error: 374.3433 Epoch 4859/5000 148/148 [==============================] - 0s 27us/step - loss: 93548.8906 - mean_absolute_error: 261.7889 - val_loss: 156828.6517 - val_mean_absolute_error: 374.3423 Epoch 4860/5000 148/148 [==============================] - 0s 34us/step - loss: 93548.3828 - mean_absolute_error: 261.7879 - val_loss: 156827.8996 - val_mean_absolute_error: 374.3414 Epoch 4861/5000 148/148 [==============================] - 0s 27us/step - loss: 93547.8516 - mean_absolute_error: 261.7869 - val_loss: 156827.1629 - val_mean_absolute_error: 374.3403 Epoch 4862/5000 148/148 [==============================] - 0s 41us/step - loss: 93547.3281 - mean_absolute_error: 261.7858 - val_loss: 156826.4265 - val_mean_absolute_error: 374.3394 Epoch 4863/5000 148/148 [==============================] - 0s 27us/step - loss: 93546.8203 - mean_absolute_error: 261.7849 - val_loss: 156825.6588 - val_mean_absolute_error: 374.3384 Epoch 4864/5000 148/148 [==============================] - 0s 34us/step - loss: 93546.2891 - mean_absolute_error: 261.7839 - val_loss: 156824.9221 - val_mean_absolute_error: 374.3375 Epoch 4865/5000 148/148 [==============================] - 0s 27us/step - loss: 93545.7578 - mean_absolute_error: 261.7829 - val_loss: 156824.1856 - val_mean_absolute_error: 374.3365 Epoch 4866/5000 148/148 [==============================] - 0s 34us/step - loss: 93545.2500 - mean_absolute_error: 261.7819 - val_loss: 156823.4335 - val_mean_absolute_error: 374.3355 Epoch 4867/5000 148/148 [==============================] - 0s 34us/step - loss: 93544.7266 - mean_absolute_error: 261.7809 - val_loss: 156822.6812 - val_mean_absolute_error: 374.3345 Epoch 4868/5000 148/148 [==============================] - 0s 27us/step - loss: 93544.1953 - mean_absolute_error: 261.7799 - val_loss: 156821.9296 - val_mean_absolute_error: 374.3335 Epoch 4869/5000 148/148 [==============================] - 0s 41us/step - loss: 93543.6797 - mean_absolute_error: 261.7789 - val_loss: 156821.1927 - val_mean_absolute_error: 374.3326 Epoch 4870/5000 148/148 [==============================] - 0s 27us/step - loss: 93543.1562 - mean_absolute_error: 261.7779 - val_loss: 156820.4404 - val_mean_absolute_error: 374.3316 Epoch 4871/5000 148/148 [==============================] - 0s 34us/step - loss: 93542.6250 - mean_absolute_error: 261.7769 - val_loss: 156819.7042 - val_mean_absolute_error: 374.3306 Epoch 4872/5000 148/148 [==============================] - 0s 34us/step - loss: 93542.1172 - mean_absolute_error: 261.7759 - val_loss: 156818.9521 - val_mean_absolute_error: 374.3297 Epoch 4873/5000 148/148 [==============================] - 0s 27us/step - loss: 93541.5859 - mean_absolute_error: 261.7749 - val_loss: 156818.1998 - val_mean_absolute_error: 374.3287 Epoch 4874/5000 148/148 [==============================] - 0s 34us/step - loss: 93541.0703 - mean_absolute_error: 261.7739 - val_loss: 156817.4633 - val_mean_absolute_error: 374.3278 Epoch 4875/5000 148/148 [==============================] - 0s 34us/step - loss: 93540.5547 - mean_absolute_error: 261.7729 - val_loss: 156816.7267 - val_mean_absolute_error: 374.3268 Epoch 4876/5000 148/148 [==============================] - 0s 27us/step - loss: 93540.0234 - mean_absolute_error: 261.7719 - val_loss: 156815.9592 - val_mean_absolute_error: 374.3258 Epoch 4877/5000 148/148 [==============================] - 0s 34us/step - loss: 93539.5000 - mean_absolute_error: 261.7709 - val_loss: 156815.2227 - val_mean_absolute_error: 374.3249 Epoch 4878/5000 148/148 [==============================] - 0s 27us/step - loss: 93538.9766 - mean_absolute_error: 261.7699 - val_loss: 156814.4704 - val_mean_absolute_error: 374.3239 Epoch 4879/5000 148/148 [==============================] - 0s 34us/step - loss: 93538.4609 - mean_absolute_error: 261.7689 - val_loss: 156813.7183 - val_mean_absolute_error: 374.3229 Epoch 4880/5000 148/148 [==============================] - 0s 27us/step - loss: 93537.9297 - mean_absolute_error: 261.7679 - val_loss: 156812.9821 - val_mean_absolute_error: 374.3219 Epoch 4881/5000 148/148 [==============================] - 0s 34us/step - loss: 93537.4219 - mean_absolute_error: 261.7669 - val_loss: 156812.2298 - val_mean_absolute_error: 374.3210 Epoch 4882/5000 148/148 [==============================] - 0s 27us/step - loss: 93536.8828 - mean_absolute_error: 261.7660 - val_loss: 156811.5088 - val_mean_absolute_error: 374.3200 Epoch 4883/5000 148/148 [==============================] - 0s 27us/step - loss: 93536.3750 - mean_absolute_error: 261.7650 - val_loss: 156810.7567 - val_mean_absolute_error: 374.3191 Epoch 4884/5000 148/148 [==============================] - 0s 27us/step - loss: 93535.8516 - mean_absolute_error: 261.7640 - val_loss: 156810.0046 - val_mean_absolute_error: 374.3181 Epoch 4885/5000 148/148 [==============================] - 0s 27us/step - loss: 93535.3281 - mean_absolute_error: 261.7630 - val_loss: 156809.2835 - val_mean_absolute_error: 374.3171 Epoch 4886/5000 148/148 [==============================] - 0s 20us/step - loss: 93534.8047 - mean_absolute_error: 261.7620 - val_loss: 156808.5006 - val_mean_absolute_error: 374.3161 Epoch 4887/5000 148/148 [==============================] - 0s 34us/step - loss: 93534.2891 - mean_absolute_error: 261.7610 - val_loss: 156807.7483 - val_mean_absolute_error: 374.3151 Epoch 4888/5000 148/148 [==============================] - 0s 34us/step - loss: 93533.7578 - mean_absolute_error: 261.7599 - val_loss: 156807.0275 - val_mean_absolute_error: 374.3142 Epoch 4889/5000 148/148 [==============================] - 0s 27us/step - loss: 93533.2500 - mean_absolute_error: 261.7589 - val_loss: 156806.2754 - val_mean_absolute_error: 374.3133 Epoch 4890/5000 148/148 [==============================] - 0s 34us/step - loss: 93532.7188 - mean_absolute_error: 261.7580 - val_loss: 156805.5231 - val_mean_absolute_error: 374.3123 Epoch 4891/5000 148/148 [==============================] - 0s 27us/step - loss: 93532.1953 - mean_absolute_error: 261.7570 - val_loss: 156804.7867 - val_mean_absolute_error: 374.3113 Epoch 4892/5000 148/148 [==============================] - 0s 41us/step - loss: 93531.6797 - mean_absolute_error: 261.7560 - val_loss: 156804.0346 - val_mean_absolute_error: 374.3103 Epoch 4893/5000 148/148 [==============================] - 0s 27us/step - loss: 93531.1562 - mean_absolute_error: 261.7550 - val_loss: 156803.2825 - val_mean_absolute_error: 374.3093 Epoch 4894/5000 148/148 [==============================] - 0s 27us/step - loss: 93530.6328 - mean_absolute_error: 261.7540 - val_loss: 156802.5615 - val_mean_absolute_error: 374.3083 Epoch 4895/5000 148/148 [==============================] - 0s 34us/step - loss: 93530.1250 - mean_absolute_error: 261.7530 - val_loss: 156801.8092 - val_mean_absolute_error: 374.3074 Epoch 4896/5000 148/148 [==============================] - 0s 34us/step - loss: 93529.5938 - mean_absolute_error: 261.7520 - val_loss: 156801.0571 - val_mean_absolute_error: 374.3064 Epoch 4897/5000 148/148 [==============================] - 0s 27us/step - loss: 93529.0703 - mean_absolute_error: 261.7510 - val_loss: 156800.3208 - val_mean_absolute_error: 374.3054 Epoch 4898/5000 148/148 [==============================] - 0s 34us/step - loss: 93528.5547 - mean_absolute_error: 261.7499 - val_loss: 156799.5685 - val_mean_absolute_error: 374.3045 Epoch 4899/5000 148/148 [==============================] - 0s 34us/step - loss: 93528.0156 - mean_absolute_error: 261.7490 - val_loss: 156798.8163 - val_mean_absolute_error: 374.3035 Epoch 4900/5000 148/148 [==============================] - 0s 27us/step - loss: 93527.5000 - mean_absolute_error: 261.7480 - val_loss: 156798.0800 - val_mean_absolute_error: 374.3025 Epoch 4901/5000 148/148 [==============================] - 0s 27us/step - loss: 93526.9844 - mean_absolute_error: 261.7470 - val_loss: 156797.3279 - val_mean_absolute_error: 374.3016 Epoch 4902/5000 148/148 [==============================] - 0s 27us/step - loss: 93526.4609 - mean_absolute_error: 261.7460 - val_loss: 156796.5602 - val_mean_absolute_error: 374.3006 Epoch 4903/5000 148/148 [==============================] - 0s 34us/step - loss: 93525.9375 - mean_absolute_error: 261.7450 - val_loss: 156795.8546 - val_mean_absolute_error: 374.2996 Epoch 4904/5000 148/148 [==============================] - 0s 34us/step - loss: 93525.4141 - mean_absolute_error: 261.7440 - val_loss: 156795.0717 - val_mean_absolute_error: 374.2987 Epoch 4905/5000 148/148 [==============================] - 0s 34us/step - loss: 93524.8906 - mean_absolute_error: 261.7430 - val_loss: 156794.3196 - val_mean_absolute_error: 374.2977 Epoch 4906/5000 148/148 [==============================] - 0s 34us/step - loss: 93524.3594 - mean_absolute_error: 261.7420 - val_loss: 156793.5985 - val_mean_absolute_error: 374.2967 Epoch 4907/5000 148/148 [==============================] - 0s 34us/step - loss: 93523.8594 - mean_absolute_error: 261.7411 - val_loss: 156792.8463 - val_mean_absolute_error: 374.2958 Epoch 4908/5000 148/148 [==============================] - 0s 34us/step - loss: 93523.3281 - mean_absolute_error: 261.7401 - val_loss: 156792.0942 - val_mean_absolute_error: 374.2948 Epoch 4909/5000 148/148 [==============================] - 0s 41us/step - loss: 93522.8047 - mean_absolute_error: 261.7391 - val_loss: 156791.3579 - val_mean_absolute_error: 374.2938 Epoch 4910/5000 148/148 [==============================] - 0s 34us/step - loss: 93522.2891 - mean_absolute_error: 261.7380 - val_loss: 156790.6058 - val_mean_absolute_error: 374.2928 Epoch 4911/5000 148/148 [==============================] - 0s 34us/step - loss: 93521.7578 - mean_absolute_error: 261.7370 - val_loss: 156789.8535 - val_mean_absolute_error: 374.2919 Epoch 4912/5000 148/148 [==============================] - 0s 27us/step - loss: 93521.2422 - mean_absolute_error: 261.7360 - val_loss: 156789.1325 - val_mean_absolute_error: 374.2909 Epoch 4913/5000 148/148 [==============================] - 0s 27us/step - loss: 93520.7188 - mean_absolute_error: 261.7350 - val_loss: 156788.3650 - val_mean_absolute_error: 374.2900 Epoch 4914/5000 148/148 [==============================] - 0s 34us/step - loss: 93520.1953 - mean_absolute_error: 261.7340 - val_loss: 156787.6283 - val_mean_absolute_error: 374.2889 Epoch 4915/5000 148/148 [==============================] - 0s 27us/step - loss: 93519.6719 - mean_absolute_error: 261.7330 - val_loss: 156786.8919 - val_mean_absolute_error: 374.2879 Epoch 4916/5000 148/148 [==============================] - 0s 34us/step - loss: 93519.1562 - mean_absolute_error: 261.7320 - val_loss: 156786.1396 - val_mean_absolute_error: 374.2870 Epoch 4917/5000 148/148 [==============================] - 0s 27us/step - loss: 93518.6250 - mean_absolute_error: 261.7310 - val_loss: 156785.4033 - val_mean_absolute_error: 374.2860 Epoch 4918/5000 148/148 [==============================] - 0s 34us/step - loss: 93518.1172 - mean_absolute_error: 261.7301 - val_loss: 156784.6356 - val_mean_absolute_error: 374.2850 Epoch 4919/5000 148/148 [==============================] - 0s 34us/step - loss: 93517.5859 - mean_absolute_error: 261.7291 - val_loss: 156783.9144 - val_mean_absolute_error: 374.2841 Epoch 4920/5000 148/148 [==============================] - 0s 27us/step - loss: 93517.0781 - mean_absolute_error: 261.7281 - val_loss: 156783.1625 - val_mean_absolute_error: 374.2831 Epoch 4921/5000 148/148 [==============================] - 0s 27us/step - loss: 93516.5547 - mean_absolute_error: 261.7271 - val_loss: 156782.4258 - val_mean_absolute_error: 374.2821 Epoch 4922/5000 148/148 [==============================] - 0s 34us/step - loss: 93516.0312 - mean_absolute_error: 261.7260 - val_loss: 156781.6581 - val_mean_absolute_error: 374.2811 Epoch 4923/5000 148/148 [==============================] - 0s 20us/step - loss: 93515.5000 - mean_absolute_error: 261.7250 - val_loss: 156780.9217 - val_mean_absolute_error: 374.2802 Epoch 4924/5000 148/148 [==============================] - 0s 20us/step - loss: 93514.9844 - mean_absolute_error: 261.7241 - val_loss: 156780.1850 - val_mean_absolute_error: 374.2792 Epoch 4925/5000 148/148 [==============================] - 0s 34us/step - loss: 93514.4609 - mean_absolute_error: 261.7231 - val_loss: 156779.4329 - val_mean_absolute_error: 374.2783 Epoch 4926/5000 148/148 [==============================] - 0s 27us/step - loss: 93513.9375 - mean_absolute_error: 261.7221 - val_loss: 156778.6656 - val_mean_absolute_error: 374.2774 Epoch 4927/5000 148/148 [==============================] - 0s 34us/step - loss: 93513.4219 - mean_absolute_error: 261.7211 - val_loss: 156777.9287 - val_mean_absolute_error: 374.2764 Epoch 4928/5000 148/148 [==============================] - 0s 34us/step - loss: 93512.8906 - mean_absolute_error: 261.7201 - val_loss: 156777.1921 - val_mean_absolute_error: 374.2754 Epoch 4929/5000 148/148 [==============================] - 0s 34us/step - loss: 93512.3750 - mean_absolute_error: 261.7191 - val_loss: 156776.4558 - val_mean_absolute_error: 374.2744 Epoch 4930/5000 148/148 [==============================] - 0s 27us/step - loss: 93511.8594 - mean_absolute_error: 261.7181 - val_loss: 156775.7035 - val_mean_absolute_error: 374.2735 Epoch 4931/5000 148/148 [==============================] - 0s 34us/step - loss: 93511.3281 - mean_absolute_error: 261.7171 - val_loss: 156774.9515 - val_mean_absolute_error: 374.2725 Epoch 4932/5000 148/148 [==============================] - 0s 27us/step - loss: 93510.8047 - mean_absolute_error: 261.7161 - val_loss: 156774.1996 - val_mean_absolute_error: 374.2715 Epoch 4933/5000 148/148 [==============================] - 0s 34us/step - loss: 93510.2891 - mean_absolute_error: 261.7151 - val_loss: 156773.4629 - val_mean_absolute_error: 374.2705 Epoch 4934/5000 148/148 [==============================] - 0s 34us/step - loss: 93509.7656 - mean_absolute_error: 261.7142 - val_loss: 156772.6954 - val_mean_absolute_error: 374.2696 Epoch 4935/5000 148/148 [==============================] - 0s 27us/step - loss: 93509.2344 - mean_absolute_error: 261.7131 - val_loss: 156771.9744 - val_mean_absolute_error: 374.2686 Epoch 4936/5000 148/148 [==============================] - 0s 27us/step - loss: 93508.7266 - mean_absolute_error: 261.7121 - val_loss: 156771.2221 - val_mean_absolute_error: 374.2676 Epoch 4937/5000 148/148 [==============================] - 0s 34us/step - loss: 93508.2031 - mean_absolute_error: 261.7112 - val_loss: 156770.4854 - val_mean_absolute_error: 374.2667 Epoch 4938/5000 148/148 [==============================] - 0s 34us/step - loss: 93507.6719 - mean_absolute_error: 261.7101 - val_loss: 156769.7183 - val_mean_absolute_error: 374.2657 Epoch 4939/5000 148/148 [==============================] - 0s 27us/step - loss: 93507.1719 - mean_absolute_error: 261.7091 - val_loss: 156768.9815 - val_mean_absolute_error: 374.2647 Epoch 4940/5000 148/148 [==============================] - 0s 34us/step - loss: 93506.6406 - mean_absolute_error: 261.7082 - val_loss: 156768.2446 - val_mean_absolute_error: 374.2637 Epoch 4941/5000 148/148 [==============================] - 0s 34us/step - loss: 93506.1094 - mean_absolute_error: 261.7071 - val_loss: 156767.4929 - val_mean_absolute_error: 374.2627 Epoch 4942/5000 148/148 [==============================] - 0s 27us/step - loss: 93505.6016 - mean_absolute_error: 261.7061 - val_loss: 156766.7717 - val_mean_absolute_error: 374.2618 Epoch 4943/5000 148/148 [==============================] - 0s 27us/step - loss: 93505.0703 - mean_absolute_error: 261.7052 - val_loss: 156766.0040 - val_mean_absolute_error: 374.2608 Epoch 4944/5000 148/148 [==============================] - 0s 27us/step - loss: 93504.5469 - mean_absolute_error: 261.7042 - val_loss: 156765.2521 - val_mean_absolute_error: 374.2599 Epoch 4945/5000 148/148 [==============================] - 0s 34us/step - loss: 93504.0234 - mean_absolute_error: 261.7032 - val_loss: 156764.5000 - val_mean_absolute_error: 374.2589 Epoch 4946/5000 148/148 [==============================] - 0s 27us/step - loss: 93503.5000 - mean_absolute_error: 261.7021 - val_loss: 156763.7638 - val_mean_absolute_error: 374.2579 Epoch 4947/5000 148/148 [==============================] - 0s 34us/step - loss: 93502.9922 - mean_absolute_error: 261.7011 - val_loss: 156763.0115 - val_mean_absolute_error: 374.2569 Epoch 4948/5000 148/148 [==============================] - 0s 34us/step - loss: 93502.4688 - mean_absolute_error: 261.7001 - val_loss: 156762.2592 - val_mean_absolute_error: 374.2560 Epoch 4949/5000 148/148 [==============================] - 0s 27us/step - loss: 93501.9375 - mean_absolute_error: 261.6991 - val_loss: 156761.5383 - val_mean_absolute_error: 374.2550 Epoch 4950/5000 148/148 [==============================] - 0s 27us/step - loss: 93501.4219 - mean_absolute_error: 261.6982 - val_loss: 156760.7863 - val_mean_absolute_error: 374.2541 Epoch 4951/5000 148/148 [==============================] - 0s 27us/step - loss: 93500.8984 - mean_absolute_error: 261.6972 - val_loss: 156760.0342 - val_mean_absolute_error: 374.2531 Epoch 4952/5000 148/148 [==============================] - 0s 27us/step - loss: 93500.3750 - mean_absolute_error: 261.6962 - val_loss: 156759.2975 - val_mean_absolute_error: 374.2521 Epoch 4953/5000 148/148 [==============================] - 0s 34us/step - loss: 93499.8594 - mean_absolute_error: 261.6952 - val_loss: 156758.5454 - val_mean_absolute_error: 374.2511 Epoch 4954/5000 148/148 [==============================] - 0s 34us/step - loss: 93499.3281 - mean_absolute_error: 261.6942 - val_loss: 156757.7933 - val_mean_absolute_error: 374.2502 Epoch 4955/5000 148/148 [==============================] - 0s 34us/step - loss: 93498.8125 - mean_absolute_error: 261.6932 - val_loss: 156757.0725 - val_mean_absolute_error: 374.2492 Epoch 4956/5000 148/148 [==============================] - 0s 27us/step - loss: 93498.2891 - mean_absolute_error: 261.6922 - val_loss: 156756.3202 - val_mean_absolute_error: 374.2482 Epoch 4957/5000 148/148 [==============================] - 0s 41us/step - loss: 93497.7734 - mean_absolute_error: 261.6912 - val_loss: 156755.5525 - val_mean_absolute_error: 374.2473 Epoch 4958/5000 148/148 [==============================] - 0s 34us/step - loss: 93497.2500 - mean_absolute_error: 261.6902 - val_loss: 156754.8317 - val_mean_absolute_error: 374.2463 Epoch 4959/5000 148/148 [==============================] - 0s 27us/step - loss: 93496.7266 - mean_absolute_error: 261.6892 - val_loss: 156754.0642 - val_mean_absolute_error: 374.2453 Epoch 4960/5000 148/148 [==============================] - 0s 34us/step - loss: 93496.2031 - mean_absolute_error: 261.6882 - val_loss: 156753.3273 - val_mean_absolute_error: 374.2444 Epoch 4961/5000 148/148 [==============================] - 0s 27us/step - loss: 93495.6797 - mean_absolute_error: 261.6872 - val_loss: 156752.5754 - val_mean_absolute_error: 374.2434 Epoch 4962/5000 148/148 [==============================] - 0s 34us/step - loss: 93495.1719 - mean_absolute_error: 261.6862 - val_loss: 156751.8233 - val_mean_absolute_error: 374.2424 Epoch 4963/5000 148/148 [==============================] - 0s 27us/step - loss: 93494.6406 - mean_absolute_error: 261.6852 - val_loss: 156751.0867 - val_mean_absolute_error: 374.2414 Epoch 4964/5000 148/148 [==============================] - 0s 34us/step - loss: 93494.1172 - mean_absolute_error: 261.6842 - val_loss: 156750.3348 - val_mean_absolute_error: 374.2404 Epoch 4965/5000 148/148 [==============================] - 0s 34us/step - loss: 93493.6094 - mean_absolute_error: 261.6832 - val_loss: 156749.5979 - val_mean_absolute_error: 374.2394 Epoch 4966/5000 148/148 [==============================] - 0s 27us/step - loss: 93493.0781 - mean_absolute_error: 261.6822 - val_loss: 156748.8458 - val_mean_absolute_error: 374.2385 Epoch 4967/5000 148/148 [==============================] - 0s 27us/step - loss: 93492.5547 - mean_absolute_error: 261.6812 - val_loss: 156748.1250 - val_mean_absolute_error: 374.2375 Epoch 4968/5000 148/148 [==============================] - 0s 27us/step - loss: 93492.0234 - mean_absolute_error: 261.6802 - val_loss: 156747.3727 - val_mean_absolute_error: 374.2365 Epoch 4969/5000 148/148 [==============================] - 0s 34us/step - loss: 93491.5078 - mean_absolute_error: 261.6792 - val_loss: 156746.6206 - val_mean_absolute_error: 374.2356 Epoch 4970/5000 148/148 [==============================] - 0s 27us/step - loss: 93490.9922 - mean_absolute_error: 261.6782 - val_loss: 156745.8687 - val_mean_absolute_error: 374.2346 Epoch 4971/5000 148/148 [==============================] - 0s 34us/step - loss: 93490.4766 - mean_absolute_error: 261.6772 - val_loss: 156745.1167 - val_mean_absolute_error: 374.2336 Epoch 4972/5000 148/148 [==============================] - 0s 34us/step - loss: 93489.9375 - mean_absolute_error: 261.6762 - val_loss: 156744.3646 - val_mean_absolute_error: 374.2326 Epoch 4973/5000 148/148 [==============================] - 0s 27us/step - loss: 93489.4219 - mean_absolute_error: 261.6752 - val_loss: 156743.6281 - val_mean_absolute_error: 374.2317 Epoch 4974/5000 148/148 [==============================] - 0s 34us/step - loss: 93488.9141 - mean_absolute_error: 261.6742 - val_loss: 156742.9067 - val_mean_absolute_error: 374.2307 Epoch 4975/5000 148/148 [==============================] - 0s 34us/step - loss: 93488.3750 - mean_absolute_error: 261.6732 - val_loss: 156742.1237 - val_mean_absolute_error: 374.2298 Epoch 4976/5000 148/148 [==============================] - 0s 27us/step - loss: 93487.8516 - mean_absolute_error: 261.6722 - val_loss: 156741.4029 - val_mean_absolute_error: 374.2288 Epoch 4977/5000 148/148 [==============================] - 0s 34us/step - loss: 93487.3438 - mean_absolute_error: 261.6713 - val_loss: 156740.6506 - val_mean_absolute_error: 374.2279 Epoch 4978/5000 148/148 [==============================] - 0s 27us/step - loss: 93486.8203 - mean_absolute_error: 261.6703 - val_loss: 156739.8983 - val_mean_absolute_error: 374.2269 Epoch 4979/5000 148/148 [==============================] - 0s 34us/step - loss: 93486.2812 - mean_absolute_error: 261.6693 - val_loss: 156739.1621 - val_mean_absolute_error: 374.2259 Epoch 4980/5000 148/148 [==============================] - 0s 27us/step - loss: 93485.7734 - mean_absolute_error: 261.6683 - val_loss: 156738.4100 - val_mean_absolute_error: 374.2250 Epoch 4981/5000 148/148 [==============================] - 0s 27us/step - loss: 93485.2500 - mean_absolute_error: 261.6673 - val_loss: 156737.6890 - val_mean_absolute_error: 374.2240 Epoch 4982/5000 148/148 [==============================] - 0s 27us/step - loss: 93484.7344 - mean_absolute_error: 261.6663 - val_loss: 156736.9367 - val_mean_absolute_error: 374.2230 Epoch 4983/5000 148/148 [==============================] - 0s 41us/step - loss: 93484.2109 - mean_absolute_error: 261.6653 - val_loss: 156736.1692 - val_mean_absolute_error: 374.2220 Epoch 4984/5000 148/148 [==============================] - 0s 27us/step - loss: 93483.6875 - mean_absolute_error: 261.6643 - val_loss: 156735.4329 - val_mean_absolute_error: 374.2211 Epoch 4985/5000 148/148 [==============================] - 0s 34us/step - loss: 93483.1719 - mean_absolute_error: 261.6633 - val_loss: 156734.6806 - val_mean_absolute_error: 374.2201 Epoch 4986/5000 148/148 [==============================] - 0s 34us/step - loss: 93482.6484 - mean_absolute_error: 261.6623 - val_loss: 156733.9283 - val_mean_absolute_error: 374.2192 Epoch 4987/5000 148/148 [==============================] - 0s 34us/step - loss: 93482.1172 - mean_absolute_error: 261.6613 - val_loss: 156733.1921 - val_mean_absolute_error: 374.2182 Epoch 4988/5000 148/148 [==============================] - 0s 34us/step - loss: 93481.6016 - mean_absolute_error: 261.6603 - val_loss: 156732.4554 - val_mean_absolute_error: 374.2172 Epoch 4989/5000 148/148 [==============================] - 0s 34us/step - loss: 93481.0781 - mean_absolute_error: 261.6593 - val_loss: 156731.7188 - val_mean_absolute_error: 374.2162 Epoch 4990/5000 148/148 [==============================] - 0s 27us/step - loss: 93480.5625 - mean_absolute_error: 261.6583 - val_loss: 156730.9667 - val_mean_absolute_error: 374.2152 Epoch 4991/5000 148/148 [==============================] - 0s 27us/step - loss: 93480.0469 - mean_absolute_error: 261.6573 - val_loss: 156730.1992 - val_mean_absolute_error: 374.2143 Epoch 4992/5000 148/148 [==============================] - 0s 27us/step - loss: 93479.5234 - mean_absolute_error: 261.6563 - val_loss: 156729.4779 - val_mean_absolute_error: 374.2133 Epoch 4993/5000 148/148 [==============================] - 0s 34us/step - loss: 93478.9922 - mean_absolute_error: 261.6553 - val_loss: 156728.7263 - val_mean_absolute_error: 374.2123 Epoch 4994/5000 148/148 [==============================] - 0s 41us/step - loss: 93478.4688 - mean_absolute_error: 261.6544 - val_loss: 156727.9740 - val_mean_absolute_error: 374.2114 Epoch 4995/5000 148/148 [==============================] - 0s 34us/step - loss: 93477.9531 - mean_absolute_error: 261.6533 - val_loss: 156727.2217 - val_mean_absolute_error: 374.2104 Epoch 4996/5000 148/148 [==============================] - 0s 27us/step - loss: 93477.4219 - mean_absolute_error: 261.6523 - val_loss: 156726.4854 - val_mean_absolute_error: 374.2094 Epoch 4997/5000 148/148 [==============================] - 0s 34us/step - loss: 93476.9141 - mean_absolute_error: 261.6513 - val_loss: 156725.7487 - val_mean_absolute_error: 374.2084 Epoch 4998/5000 148/148 [==============================] - 0s 27us/step - loss: 93476.3828 - mean_absolute_error: 261.6503 - val_loss: 156724.9810 - val_mean_absolute_error: 374.2074 Epoch 4999/5000 148/148 [==============================] - 0s 34us/step - loss: 93475.8672 - mean_absolute_error: 261.6493 - val_loss: 156724.2600 - val_mean_absolute_error: 374.2065 Epoch 5000/5000 148/148 [==============================] - 0s 27us/step - loss: 93475.3438 - mean_absolute_error: 261.6483 - val_loss: 156723.5079 - val_mean_absolute_error: 374.2055
<keras.callbacks.History at 0x2074016a630>
model3.predict(standardized_X_test)
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score = model3.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 40us/step
score
[156723.50375, 374.20553100585937]
model3 = Sequential()
model3.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(10,activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(5,activation='relu',input_dim=10))
model3.add(Dense(1))
model3.compile(optimizer='adam', loss='mse', metrics=['mae'])
model3.fit(standardized_X,
y_train,
batch_size=148,
epochs=5000,
validation_data=(standardized_X_test,y_test),
callbacks=[early_stopping_monitor])
Train on 148 samples, validate on 150 samples Epoch 1/5000 148/148 [==============================] - 1s 4ms/step - loss: 96091.8750 - mean_absolute_error: 266.5643 - val_loss: 160402.3381 - val_mean_absolute_error: 378.9753 Epoch 2/5000 148/148 [==============================] - 0s 20us/step - loss: 96084.7500 - mean_absolute_error: 266.5508 - val_loss: 160388.8552 - val_mean_absolute_error: 378.9575 Epoch 3/5000 148/148 [==============================] - 0s 27us/step - loss: 96075.0234 - mean_absolute_error: 266.5323 - val_loss: 160375.4523 - val_mean_absolute_error: 378.9399 Epoch 4/5000 148/148 [==============================] - 0s 20us/step - loss: 96065.4531 - mean_absolute_error: 266.5142 - val_loss: 160362.1629 - val_mean_absolute_error: 378.9226 Epoch 5/5000 148/148 [==============================] - 0s 34us/step - loss: 96056.2734 - mean_absolute_error: 266.4966 - val_loss: 160349.5463 - val_mean_absolute_error: 378.9061 Epoch 6/5000 148/148 [==============================] - 0s 20us/step - loss: 96047.3516 - mean_absolute_error: 266.4795 - val_loss: 160336.6429 - val_mean_absolute_error: 378.8893 Epoch 7/5000 148/148 [==============================] - 0s 27us/step - loss: 96037.9609 - mean_absolute_error: 266.4614 - val_loss: 160323.5671 - val_mean_absolute_error: 378.8722 Epoch 8/5000 148/148 [==============================] - 0s 34us/step - loss: 96028.4219 - mean_absolute_error: 266.4430 - val_loss: 160310.1658 - val_mean_absolute_error: 378.8550 Epoch 9/5000 148/148 [==============================] - 0s 34us/step - loss: 96018.6562 - mean_absolute_error: 266.4242 - val_loss: 160296.9006 - val_mean_absolute_error: 378.8380 Epoch 10/5000 148/148 [==============================] - 0s 27us/step - loss: 96008.8516 - mean_absolute_error: 266.4052 - val_loss: 160283.3858 - val_mean_absolute_error: 378.8209 Epoch 11/5000 148/148 [==============================] - 0s 34us/step - loss: 95999.0703 - mean_absolute_error: 266.3863 - val_loss: 160269.7437 - val_mean_absolute_error: 378.8036 Epoch 12/5000 148/148 [==============================] - 0s 27us/step - loss: 95989.1719 - mean_absolute_error: 266.3673 - val_loss: 160256.0063 - val_mean_absolute_error: 378.7867 Epoch 13/5000 148/148 [==============================] - 0s 27us/step - loss: 95979.3203 - mean_absolute_error: 266.3483 - val_loss: 160242.0487 - val_mean_absolute_error: 378.7697 Epoch 14/5000 148/148 [==============================] - 0s 47us/step - loss: 95969.4766 - mean_absolute_error: 266.3290 - val_loss: 160228.5219 - val_mean_absolute_error: 378.7530 Epoch 15/5000 148/148 [==============================] - 0s 27us/step - loss: 95959.6094 - mean_absolute_error: 266.3095 - val_loss: 160214.8533 - val_mean_absolute_error: 378.7364 Epoch 16/5000 148/148 [==============================] - 0s 34us/step - loss: 95949.7266 - mean_absolute_error: 266.2896 - val_loss: 160200.7815 - val_mean_absolute_error: 378.7191 Epoch 17/5000 148/148 [==============================] - 0s 41us/step - loss: 95939.4141 - mean_absolute_error: 266.2692 - val_loss: 160186.6735 - val_mean_absolute_error: 378.7018 Epoch 18/5000 148/148 [==============================] - 0s 20us/step - loss: 95929.1484 - mean_absolute_error: 266.2487 - val_loss: 160172.2956 - val_mean_absolute_error: 378.6842 Epoch 19/5000 148/148 [==============================] - 0s 34us/step - loss: 95918.8281 - mean_absolute_error: 266.2280 - val_loss: 160157.6521 - val_mean_absolute_error: 378.6661 Epoch 20/5000 148/148 [==============================] - 0s 34us/step - loss: 95908.1562 - mean_absolute_error: 266.2065 - val_loss: 160142.4942 - val_mean_absolute_error: 378.6474 Epoch 21/5000 148/148 [==============================] - 0s 34us/step - loss: 95897.2422 - mean_absolute_error: 266.1844 - val_loss: 160126.9758 - val_mean_absolute_error: 378.6282 Epoch 22/5000 148/148 [==============================] - 0s 34us/step - loss: 95885.7578 - mean_absolute_error: 266.1615 - val_loss: 160111.4383 - val_mean_absolute_error: 378.6089 Epoch 23/5000 148/148 [==============================] - 0s 27us/step - loss: 95874.2422 - mean_absolute_error: 266.1386 - val_loss: 160095.6354 - val_mean_absolute_error: 378.5892 Epoch 24/5000 148/148 [==============================] - 0s 27us/step - loss: 95862.3125 - mean_absolute_error: 266.1151 - val_loss: 160079.3348 - val_mean_absolute_error: 378.5690 Epoch 25/5000 148/148 [==============================] - 0s 34us/step - loss: 95850.2344 - mean_absolute_error: 266.0911 - val_loss: 160062.6433 - val_mean_absolute_error: 378.5482 Epoch 26/5000 148/148 [==============================] - 0s 41us/step - loss: 95837.6875 - mean_absolute_error: 266.0661 - val_loss: 160045.6083 - val_mean_absolute_error: 378.5270 Epoch 27/5000 148/148 [==============================] - 0s 27us/step - loss: 95824.7734 - mean_absolute_error: 266.0406 - val_loss: 160028.2758 - val_mean_absolute_error: 378.5053 Epoch 28/5000 148/148 [==============================] - 0s 47us/step - loss: 95811.6328 - mean_absolute_error: 266.0146 - val_loss: 160010.5837 - val_mean_absolute_error: 378.4831 Epoch 29/5000 148/148 [==============================] - 0s 27us/step - loss: 95798.2266 - mean_absolute_error: 265.9881 - val_loss: 159992.3125 - val_mean_absolute_error: 378.4602 Epoch 30/5000 148/148 [==============================] - 0s 27us/step - loss: 95784.1016 - mean_absolute_error: 265.9604 - val_loss: 159973.4533 - val_mean_absolute_error: 378.4362 Epoch 31/5000 148/148 [==============================] - 0s 27us/step - loss: 95769.7266 - mean_absolute_error: 265.9323 - val_loss: 159954.0494 - val_mean_absolute_error: 378.4117 Epoch 32/5000 148/148 [==============================] - 0s 54us/step - loss: 95754.8047 - mean_absolute_error: 265.9033 - val_loss: 159933.8254 - val_mean_absolute_error: 378.3861 Epoch 33/5000 148/148 [==============================] - 0s 34us/step - loss: 95739.3594 - mean_absolute_error: 265.8734 - val_loss: 159913.0581 - val_mean_absolute_error: 378.3597 Epoch 34/5000 148/148 [==============================] - 0s 27us/step - loss: 95723.4375 - mean_absolute_error: 265.8428 - val_loss: 159891.4519 - val_mean_absolute_error: 378.3322 Epoch 35/5000 148/148 [==============================] - 0s 47us/step - loss: 95706.6484 - mean_absolute_error: 265.8109 - val_loss: 159869.2425 - val_mean_absolute_error: 378.3039 Epoch 36/5000 148/148 [==============================] - 0s 34us/step - loss: 95689.3750 - mean_absolute_error: 265.7783 - val_loss: 159846.3971 - val_mean_absolute_error: 378.2747 Epoch 37/5000 148/148 [==============================] - 0s 47us/step - loss: 95671.2812 - mean_absolute_error: 265.7443 - val_loss: 159822.9608 - val_mean_absolute_error: 378.2448 Epoch 38/5000 148/148 [==============================] - 0s 41us/step - loss: 95652.3203 - mean_absolute_error: 265.7091 - val_loss: 159799.2594 - val_mean_absolute_error: 378.2144 Epoch 39/5000 148/148 [==============================] - 0s 41us/step - loss: 95632.7266 - mean_absolute_error: 265.6728 - val_loss: 159774.9825 - val_mean_absolute_error: 378.1835 Epoch 40/5000 148/148 [==============================] - 0s 41us/step - loss: 95612.7266 - mean_absolute_error: 265.6357 - val_loss: 159749.8202 - val_mean_absolute_error: 378.1510 Epoch 41/5000 148/148 [==============================] - 0s 27us/step - loss: 95591.9219 - mean_absolute_error: 265.5973 - val_loss: 159724.3375 - val_mean_absolute_error: 378.1182 Epoch 42/5000 148/148 [==============================] - 0s 41us/step - loss: 95570.6250 - mean_absolute_error: 265.5581 - val_loss: 159698.0013 - val_mean_absolute_error: 378.0842 Epoch 43/5000 148/148 [==============================] - 0s 34us/step - loss: 95548.7109 - mean_absolute_error: 265.5181 - val_loss: 159670.4362 - val_mean_absolute_error: 378.0485 Epoch 44/5000 148/148 [==============================] - 0s 41us/step - loss: 95526.1797 - mean_absolute_error: 265.4771 - val_loss: 159642.2196 - val_mean_absolute_error: 378.0119 Epoch 45/5000 148/148 [==============================] - 0s 34us/step - loss: 95503.1719 - mean_absolute_error: 265.4355 - val_loss: 159613.7888 - val_mean_absolute_error: 377.9751 Epoch 46/5000 148/148 [==============================] - 0s 34us/step - loss: 95479.8516 - mean_absolute_error: 265.3935 - val_loss: 159584.2852 - val_mean_absolute_error: 377.9370 Epoch 47/5000 148/148 [==============================] - 0s 41us/step - loss: 95455.9062 - mean_absolute_error: 265.3504 - val_loss: 159554.2104 - val_mean_absolute_error: 377.8979 Epoch 48/5000 148/148 [==============================] - 0s 27us/step - loss: 95431.6016 - mean_absolute_error: 265.3066 - val_loss: 159523.7146 - val_mean_absolute_error: 377.8583 Epoch 49/5000 148/148 [==============================] - 0s 34us/step - loss: 95406.6719 - mean_absolute_error: 265.2620 - val_loss: 159492.8708 - val_mean_absolute_error: 377.8183 Epoch 50/5000 148/148 [==============================] - 0s 41us/step - loss: 95381.4219 - mean_absolute_error: 265.2170 - val_loss: 159461.4554 - val_mean_absolute_error: 377.7775 Epoch 51/5000 148/148 [==============================] - 0s 34us/step - loss: 95355.8125 - mean_absolute_error: 265.1715 - val_loss: 159429.1008 - val_mean_absolute_error: 377.7354 Epoch 52/5000 148/148 [==============================] - 0s 27us/step - loss: 95329.6406 - mean_absolute_error: 265.1251 - val_loss: 159396.2150 - val_mean_absolute_error: 377.6925 Epoch 53/5000 148/148 [==============================] - 0s 41us/step - loss: 95303.2031 - mean_absolute_error: 265.0781 - val_loss: 159363.0046 - val_mean_absolute_error: 377.6492 Epoch 54/5000 148/148 [==============================] - 0s 27us/step - loss: 95276.4219 - mean_absolute_error: 265.0305 - val_loss: 159329.1246 - val_mean_absolute_error: 377.6051 Epoch 55/5000 148/148 [==============================] - 0s 34us/step - loss: 95248.9219 - mean_absolute_error: 264.9818 - val_loss: 159294.3060 - val_mean_absolute_error: 377.5597 Epoch 56/5000 148/148 [==============================] - 0s 27us/step - loss: 95220.6562 - mean_absolute_error: 264.9316 - val_loss: 159258.7546 - val_mean_absolute_error: 377.5134 Epoch 57/5000 148/148 [==============================] - 0s 34us/step - loss: 95191.8672 - mean_absolute_error: 264.8806 - val_loss: 159222.5392 - val_mean_absolute_error: 377.4663 Epoch 58/5000 148/148 [==============================] - 0s 47us/step - loss: 95162.7969 - mean_absolute_error: 264.8292 - val_loss: 159185.2773 - val_mean_absolute_error: 377.4178 Epoch 59/5000 148/148 [==============================] - 0s 34us/step - loss: 95132.8359 - mean_absolute_error: 264.7763 - val_loss: 159147.4600 - val_mean_absolute_error: 377.3686 Epoch 60/5000 148/148 [==============================] - 0s 41us/step - loss: 95102.6953 - mean_absolute_error: 264.7231 - val_loss: 159108.5525 - val_mean_absolute_error: 377.3182 Epoch 61/5000 148/148 [==============================] - 0s 34us/step - loss: 95071.7891 - mean_absolute_error: 264.6685 - val_loss: 159068.9008 - val_mean_absolute_error: 377.2669 Epoch 62/5000 148/148 [==============================] - 0s 34us/step - loss: 95040.3516 - mean_absolute_error: 264.6130 - val_loss: 159028.3371 - val_mean_absolute_error: 377.2146 Epoch 63/5000 148/148 [==============================] - 0s 41us/step - loss: 95008.4062 - mean_absolute_error: 264.5566 - val_loss: 158986.8742 - val_mean_absolute_error: 377.1611 Epoch 64/5000 148/148 [==============================] - 0s 34us/step - loss: 94975.9453 - mean_absolute_error: 264.4992 - val_loss: 158944.6421 - val_mean_absolute_error: 377.1066 Epoch 65/5000 148/148 [==============================] - 0s 27us/step - loss: 94942.9688 - mean_absolute_error: 264.4411 - val_loss: 158901.5258 - val_mean_absolute_error: 377.0511 Epoch 66/5000 148/148 [==============================] - 0s 27us/step - loss: 94909.3906 - mean_absolute_error: 264.3820 - val_loss: 158857.6602 - val_mean_absolute_error: 376.9947 Epoch 67/5000 148/148 [==============================] - 0s 27us/step - loss: 94875.5312 - mean_absolute_error: 264.3225 - val_loss: 158812.8202 - val_mean_absolute_error: 376.9371 Epoch 68/5000 148/148 [==============================] - 0s 41us/step - loss: 94841.0469 - mean_absolute_error: 264.2618 - val_loss: 158767.0363 - val_mean_absolute_error: 376.8784 Epoch 69/5000 148/148 [==============================] - 0s 34us/step - loss: 94806.0234 - mean_absolute_error: 264.2002 - val_loss: 158720.0413 - val_mean_absolute_error: 376.8181 Epoch 70/5000 148/148 [==============================] - 0s 27us/step - loss: 94770.1172 - mean_absolute_error: 264.1371 - val_loss: 158672.3500 - val_mean_absolute_error: 376.7570 Epoch 71/5000 148/148 [==============================] - 0s 27us/step - loss: 94733.7734 - mean_absolute_error: 264.0735 - val_loss: 158623.3023 - val_mean_absolute_error: 376.6943 Epoch 72/5000 148/148 [==============================] - 0s 41us/step - loss: 94696.6172 - mean_absolute_error: 264.0085 - val_loss: 158573.1817 - val_mean_absolute_error: 376.6302 Epoch 73/5000 148/148 [==============================] - 0s 27us/step - loss: 94658.9688 - mean_absolute_error: 263.9425 - val_loss: 158522.0192 - val_mean_absolute_error: 376.5648 Epoch 74/5000 148/148 [==============================] - 0s 34us/step - loss: 94620.4922 - mean_absolute_error: 263.8754 - val_loss: 158469.9456 - val_mean_absolute_error: 376.4983 Epoch 75/5000 148/148 [==============================] - 0s 34us/step - loss: 94581.5469 - mean_absolute_error: 263.8073 - val_loss: 158416.2462 - val_mean_absolute_error: 376.4297 Epoch 76/5000 148/148 [==============================] - 0s 34us/step - loss: 94541.5469 - mean_absolute_error: 263.7377 - val_loss: 158361.7662 - val_mean_absolute_error: 376.3602 Epoch 77/5000 148/148 [==============================] - 0s 34us/step - loss: 94501.0703 - mean_absolute_error: 263.6673 - val_loss: 158306.0831 - val_mean_absolute_error: 376.2891 Epoch 78/5000 148/148 [==============================] - 0s 47us/step - loss: 94459.8828 - mean_absolute_error: 263.5958 - val_loss: 158248.7590 - val_mean_absolute_error: 376.2161 Epoch 79/5000 148/148 [==============================] - 0s 34us/step - loss: 94417.6719 - mean_absolute_error: 263.5224 - val_loss: 158190.3742 - val_mean_absolute_error: 376.1417 Epoch 80/5000 148/148 [==============================] - 0s 34us/step - loss: 94374.8281 - mean_absolute_error: 263.4482 - val_loss: 158130.2856 - val_mean_absolute_error: 376.0652 Epoch 81/5000 148/148 [==============================] - 0s 27us/step - loss: 94330.8984 - mean_absolute_error: 263.3721 - val_loss: 158069.2127 - val_mean_absolute_error: 375.9874 Epoch 82/5000 148/148 [==============================] - 0s 41us/step - loss: 94286.4219 - mean_absolute_error: 263.2952 - val_loss: 158006.4200 - val_mean_absolute_error: 375.9076 Epoch 83/5000 148/148 [==============================] - 0s 27us/step - loss: 94240.7422 - mean_absolute_error: 263.2163 - val_loss: 157942.5356 - val_mean_absolute_error: 375.8263 Epoch 84/5000 148/148 [==============================] - 0s 34us/step - loss: 94194.2734 - mean_absolute_error: 263.1364 - val_loss: 157877.0152 - val_mean_absolute_error: 375.7431 Epoch 85/5000 148/148 [==============================] - 0s 27us/step - loss: 94146.8281 - mean_absolute_error: 263.0548 - val_loss: 157809.7971 - val_mean_absolute_error: 375.6578 Epoch 86/5000 148/148 [==============================] - 0s 27us/step - loss: 94098.4609 - mean_absolute_error: 262.9719 - val_loss: 157740.9421 - val_mean_absolute_error: 375.5705 Epoch 87/5000 148/148 [==============================] - 0s 34us/step - loss: 94049.2031 - mean_absolute_error: 262.8875 - val_loss: 157670.1092 - val_mean_absolute_error: 375.4809 Epoch 88/5000 148/148 [==============================] - 0s 27us/step - loss: 93999.0156 - mean_absolute_error: 262.8015 - val_loss: 157597.5621 - val_mean_absolute_error: 375.3892 Epoch 89/5000 148/148 [==============================] - 0s 41us/step - loss: 93947.8047 - mean_absolute_error: 262.7138 - val_loss: 157522.8637 - val_mean_absolute_error: 375.2948 Epoch 90/5000 148/148 [==============================] - 0s 27us/step - loss: 93895.3281 - mean_absolute_error: 262.6242 - val_loss: 157446.5473 - val_mean_absolute_error: 375.1985 Epoch 91/5000 148/148 [==============================] - 0s 41us/step - loss: 93842.0781 - mean_absolute_error: 262.5333 - val_loss: 157368.4537 - val_mean_absolute_error: 375.1001 Epoch 92/5000 148/148 [==============================] - 0s 27us/step - loss: 93787.7812 - mean_absolute_error: 262.4409 - val_loss: 157288.4908 - val_mean_absolute_error: 374.9993 Epoch 93/5000 148/148 [==============================] - 0s 41us/step - loss: 93732.3906 - mean_absolute_error: 262.3466 - val_loss: 157206.5046 - val_mean_absolute_error: 374.8959 Epoch 94/5000 148/148 [==============================] - 0s 34us/step - loss: 93675.8750 - mean_absolute_error: 262.2507 - val_loss: 157122.6617 - val_mean_absolute_error: 374.7901 Epoch 95/5000 148/148 [==============================] - 0s 27us/step - loss: 93618.1797 - mean_absolute_error: 262.1529 - val_loss: 157036.5098 - val_mean_absolute_error: 374.6813 Epoch 96/5000 148/148 [==============================] - 0s 34us/step - loss: 93558.7578 - mean_absolute_error: 262.0522 - val_loss: 156948.3315 - val_mean_absolute_error: 374.5701 Epoch 97/5000 148/148 [==============================] - 0s 34us/step - loss: 93497.9766 - mean_absolute_error: 261.9492 - val_loss: 156858.2717 - val_mean_absolute_error: 374.4564 Epoch 98/5000 148/148 [==============================] - 0s 34us/step - loss: 93436.1250 - mean_absolute_error: 261.8445 - val_loss: 156765.5338 - val_mean_absolute_error: 374.3395 Epoch 99/5000 148/148 [==============================] - 0s 34us/step - loss: 93372.6328 - mean_absolute_error: 261.7371 - val_loss: 156670.5829 - val_mean_absolute_error: 374.2197 Epoch 100/5000 148/148 [==============================] - 0s 27us/step - loss: 93307.6250 - mean_absolute_error: 261.6273 - val_loss: 156573.0700 - val_mean_absolute_error: 374.0970 Epoch 101/5000 148/148 [==============================] - 0s 34us/step - loss: 93241.5781 - mean_absolute_error: 261.5159 - val_loss: 156473.1610 - val_mean_absolute_error: 373.9714 Epoch 102/5000 148/148 [==============================] - 0s 34us/step - loss: 93173.9688 - mean_absolute_error: 261.4022 - val_loss: 156369.8317 - val_mean_absolute_error: 373.8419 Epoch 103/5000 148/148 [==============================] - 0s 27us/step - loss: 93104.2578 - mean_absolute_error: 261.2851 - val_loss: 156264.0600 - val_mean_absolute_error: 373.7094 Epoch 104/5000 148/148 [==============================] - 0s 41us/step - loss: 93033.0312 - mean_absolute_error: 261.1655 - val_loss: 156155.3635 - val_mean_absolute_error: 373.5732 Epoch 105/5000 148/148 [==============================] - 0s 34us/step - loss: 92960.3125 - mean_absolute_error: 261.0435 - val_loss: 156043.7344 - val_mean_absolute_error: 373.4335 Epoch 106/5000 148/148 [==============================] - 0s 27us/step - loss: 92885.8750 - mean_absolute_error: 260.9186 - val_loss: 155929.0500 - val_mean_absolute_error: 373.2900 Epoch 107/5000 148/148 [==============================] - 0s 41us/step - loss: 92809.8047 - mean_absolute_error: 260.7912 - val_loss: 155811.0338 - val_mean_absolute_error: 373.1424 Epoch 108/5000 148/148 [==============================] - 0s 34us/step - loss: 92732.2656 - mean_absolute_error: 260.6614 - val_loss: 155689.8725 - val_mean_absolute_error: 372.9910 Epoch 109/5000 148/148 [==============================] - 0s 27us/step - loss: 92653.2031 - mean_absolute_error: 260.5292 - val_loss: 155565.0225 - val_mean_absolute_error: 372.8348 Epoch 110/5000 148/148 [==============================] - 0s 34us/step - loss: 92571.9609 - mean_absolute_error: 260.3936 - val_loss: 155437.4946 - val_mean_absolute_error: 372.6752 Epoch 111/5000 148/148 [==============================] - 0s 41us/step - loss: 92488.9453 - mean_absolute_error: 260.2551 - val_loss: 155306.7613 - val_mean_absolute_error: 372.5116 Epoch 112/5000 148/148 [==============================] - 0s 27us/step - loss: 92403.8516 - mean_absolute_error: 260.1133 - val_loss: 155172.5610 - val_mean_absolute_error: 372.3438 Epoch 113/5000 148/148 [==============================] - 0s 61us/step - loss: 92316.8594 - mean_absolute_error: 259.9685 - val_loss: 155034.5254 - val_mean_absolute_error: 372.1715 Epoch 114/5000 148/148 [==============================] - 0s 34us/step - loss: 92227.7266 - mean_absolute_error: 259.8202 - val_loss: 154891.9717 - val_mean_absolute_error: 371.9934 Epoch 115/5000 148/148 [==============================] - 0s 27us/step - loss: 92136.3672 - mean_absolute_error: 259.6685 - val_loss: 154745.5694 - val_mean_absolute_error: 371.8101 Epoch 116/5000 148/148 [==============================] - 0s 34us/step - loss: 92043.1719 - mean_absolute_error: 259.5138 - val_loss: 154595.0573 - val_mean_absolute_error: 371.6215 Epoch 117/5000 148/148 [==============================] - 0s 34us/step - loss: 91947.6250 - mean_absolute_error: 259.3552 - val_loss: 154440.8104 - val_mean_absolute_error: 371.4281 Epoch 118/5000 148/148 [==============================] - 0s 34us/step - loss: 91850.2188 - mean_absolute_error: 259.1938 - val_loss: 154282.3071 - val_mean_absolute_error: 371.2293 Epoch 119/5000 148/148 [==============================] - 0s 34us/step - loss: 91750.2188 - mean_absolute_error: 259.0281 - val_loss: 154119.9773 - val_mean_absolute_error: 371.0259 Epoch 120/5000 148/148 [==============================] - 0s 34us/step - loss: 91648.2266 - mean_absolute_error: 258.8594 - val_loss: 153952.8604 - val_mean_absolute_error: 370.8165 Epoch 121/5000 148/148 [==============================] - 0s 27us/step - loss: 91543.8750 - mean_absolute_error: 258.6870 - val_loss: 153780.8767 - val_mean_absolute_error: 370.6009 Epoch 122/5000 148/148 [==============================] - 0s 34us/step - loss: 91436.7188 - mean_absolute_error: 258.5101 - val_loss: 153603.7242 - val_mean_absolute_error: 370.3786 Epoch 123/5000 148/148 [==============================] - 0s 27us/step - loss: 91326.2578 - mean_absolute_error: 258.3283 - val_loss: 153421.2812 - val_mean_absolute_error: 370.1495 Epoch 124/5000 148/148 [==============================] - 0s 41us/step - loss: 91212.6250 - mean_absolute_error: 258.1417 - val_loss: 153234.8337 - val_mean_absolute_error: 369.9152 Epoch 125/5000 148/148 [==============================] - 0s 34us/step - loss: 91096.1016 - mean_absolute_error: 257.9506 - val_loss: 153042.5763 - val_mean_absolute_error: 369.6735 Epoch 126/5000 148/148 [==============================] - 0s 41us/step - loss: 90975.2891 - mean_absolute_error: 257.7533 - val_loss: 152844.7692 - val_mean_absolute_error: 369.4247 Epoch 127/5000 148/148 [==============================] - 0s 27us/step - loss: 90851.1719 - mean_absolute_error: 257.5509 - val_loss: 152641.4942 - val_mean_absolute_error: 369.1689 Epoch 128/5000 148/148 [==============================] - 0s 34us/step - loss: 90722.8281 - mean_absolute_error: 257.3419 - val_loss: 152431.4696 - val_mean_absolute_error: 368.9047 Epoch 129/5000 148/148 [==============================] - 0s 34us/step - loss: 90588.6328 - mean_absolute_error: 257.1249 - val_loss: 152216.8977 - val_mean_absolute_error: 368.6345 Epoch 130/5000 148/148 [==============================] - 0s 34us/step - loss: 90450.9141 - mean_absolute_error: 256.9034 - val_loss: 151997.1412 - val_mean_absolute_error: 368.3576 Epoch 131/5000 148/148 [==============================] - 0s 34us/step - loss: 90308.9688 - mean_absolute_error: 256.6755 - val_loss: 151771.1663 - val_mean_absolute_error: 368.0726 Epoch 132/5000 148/148 [==============================] - 0s 27us/step - loss: 90161.0469 - mean_absolute_error: 256.4390 - val_loss: 151540.1837 - val_mean_absolute_error: 367.7813 Epoch 133/5000 148/148 [==============================] - 0s 34us/step - loss: 90008.4844 - mean_absolute_error: 256.1953 - val_loss: 151302.5212 - val_mean_absolute_error: 367.4812 Epoch 134/5000 148/148 [==============================] - 0s 27us/step - loss: 89851.1328 - mean_absolute_error: 255.9444 - val_loss: 151058.2492 - val_mean_absolute_error: 367.1724 Epoch 135/5000 148/148 [==============================] - 0s 34us/step - loss: 89687.9531 - mean_absolute_error: 255.6844 - val_loss: 150807.9579 - val_mean_absolute_error: 366.8558 Epoch 136/5000 148/148 [==============================] - 0s 27us/step - loss: 89520.1016 - mean_absolute_error: 255.4169 - val_loss: 150553.0817 - val_mean_absolute_error: 366.5331 Epoch 137/5000 148/148 [==============================] - 0s 27us/step - loss: 89348.5078 - mean_absolute_error: 255.1432 - val_loss: 150292.6254 - val_mean_absolute_error: 366.2031 Epoch 138/5000 148/148 [==============================] - 0s 27us/step - loss: 89171.9766 - mean_absolute_error: 254.8610 - val_loss: 150025.7700 - val_mean_absolute_error: 365.8644 Epoch 139/5000 148/148 [==============================] - 0s 27us/step - loss: 88990.8516 - mean_absolute_error: 254.5713 - val_loss: 149754.2650 - val_mean_absolute_error: 365.5195 Epoch 140/5000 148/148 [==============================] - 0s 34us/step - loss: 88806.5703 - mean_absolute_error: 254.2783 - val_loss: 149477.0246 - val_mean_absolute_error: 365.1670 Epoch 141/5000 148/148 [==============================] - 0s 34us/step - loss: 88618.2344 - mean_absolute_error: 253.9787 - val_loss: 149194.0944 - val_mean_absolute_error: 364.8071 Epoch 142/5000 148/148 [==============================] - 0s 34us/step - loss: 88426.2422 - mean_absolute_error: 253.6732 - val_loss: 148905.5496 - val_mean_absolute_error: 364.4397 Epoch 143/5000 148/148 [==============================] - 0s 41us/step - loss: 88230.0000 - mean_absolute_error: 253.3603 - val_loss: 148611.5427 - val_mean_absolute_error: 364.0651 Epoch 144/5000 148/148 [==============================] - 0s 34us/step - loss: 88029.1797 - mean_absolute_error: 253.0396 - val_loss: 148311.7392 - val_mean_absolute_error: 363.6828 Epoch 145/5000 148/148 [==============================] - 0s 27us/step - loss: 87824.2422 - mean_absolute_error: 252.7119 - val_loss: 148006.3310 - val_mean_absolute_error: 363.2931 Epoch 146/5000 148/148 [==============================] - 0s 27us/step - loss: 87615.6016 - mean_absolute_error: 252.3782 - val_loss: 147695.2708 - val_mean_absolute_error: 362.8956 Epoch 147/5000 148/148 [==============================] - 0s 34us/step - loss: 87403.0781 - mean_absolute_error: 252.0380 - val_loss: 147378.1881 - val_mean_absolute_error: 362.4900 Epoch 148/5000 148/148 [==============================] - 0s 34us/step - loss: 87186.6250 - mean_absolute_error: 251.6914 - val_loss: 147054.2127 - val_mean_absolute_error: 362.0752 Epoch 149/5000 148/148 [==============================] - 0s 34us/step - loss: 86965.6172 - mean_absolute_error: 251.3375 - val_loss: 146724.2477 - val_mean_absolute_error: 361.6523 Epoch 150/5000 148/148 [==============================] - 0s 27us/step - loss: 86740.7734 - mean_absolute_error: 250.9774 - val_loss: 146389.1313 - val_mean_absolute_error: 361.2224 Epoch 151/5000 148/148 [==============================] - 0s 27us/step - loss: 86512.5703 - mean_absolute_error: 250.6116 - val_loss: 146047.7783 - val_mean_absolute_error: 360.7837 Epoch 152/5000 148/148 [==============================] - 0s 34us/step - loss: 86280.4297 - mean_absolute_error: 250.2395 - val_loss: 145700.2500 - val_mean_absolute_error: 360.3367 Epoch 153/5000 148/148 [==============================] - 0s 27us/step - loss: 86044.3516 - mean_absolute_error: 249.8608 - val_loss: 145346.2083 - val_mean_absolute_error: 359.8807 Epoch 154/5000 148/148 [==============================] - 0s 34us/step - loss: 85804.0859 - mean_absolute_error: 249.4751 - val_loss: 144985.6837 - val_mean_absolute_error: 359.4160 Epoch 155/5000 148/148 [==============================] - 0s 27us/step - loss: 85559.6719 - mean_absolute_error: 249.0825 - val_loss: 144618.6900 - val_mean_absolute_error: 358.9424 Epoch 156/5000 148/148 [==============================] - 0s 34us/step - loss: 85311.2656 - mean_absolute_error: 248.6830 - val_loss: 144244.6719 - val_mean_absolute_error: 358.4592 Epoch 157/5000 148/148 [==============================] - 0s 34us/step - loss: 85058.7109 - mean_absolute_error: 248.2766 - val_loss: 143863.8133 - val_mean_absolute_error: 357.9666 Epoch 158/5000 148/148 [==============================] - 0s 27us/step - loss: 84801.9766 - mean_absolute_error: 247.8630 - val_loss: 143476.3612 - val_mean_absolute_error: 357.4649 Epoch 159/5000 148/148 [==============================] - 0s 34us/step - loss: 84540.9922 - mean_absolute_error: 247.4416 - val_loss: 143082.3146 - val_mean_absolute_error: 356.9539 Epoch 160/5000 148/148 [==============================] - 0s 34us/step - loss: 84275.7266 - mean_absolute_error: 247.0136 - val_loss: 142681.6425 - val_mean_absolute_error: 356.4336 Epoch 161/5000 148/148 [==============================] - 0s 41us/step - loss: 84005.8672 - mean_absolute_error: 246.5807 - val_loss: 142273.9979 - val_mean_absolute_error: 355.9035 Epoch 162/5000 148/148 [==============================] - 0s 41us/step - loss: 83731.2578 - mean_absolute_error: 246.1411 - val_loss: 141858.0433 - val_mean_absolute_error: 355.3620 Epoch 163/5000 148/148 [==============================] - 0s 34us/step - loss: 83451.0000 - mean_absolute_error: 245.6944 - val_loss: 141436.0496 - val_mean_absolute_error: 354.8118 Epoch 164/5000 148/148 [==============================] - 0s 41us/step - loss: 83166.9922 - mean_absolute_error: 245.2446 - val_loss: 141006.7450 - val_mean_absolute_error: 354.2513 Epoch 165/5000 148/148 [==============================] - 0s 27us/step - loss: 82878.4062 - mean_absolute_error: 244.7888 - val_loss: 140568.9656 - val_mean_absolute_error: 353.6788 Epoch 166/5000 148/148 [==============================] - 0s 34us/step - loss: 82584.1562 - mean_absolute_error: 244.3254 - val_loss: 140123.7677 - val_mean_absolute_error: 353.0957 Epoch 167/5000 148/148 [==============================] - 0s 34us/step - loss: 82284.8672 - mean_absolute_error: 243.8534 - val_loss: 139672.1917 - val_mean_absolute_error: 352.5032 Epoch 168/5000 148/148 [==============================] - 0s 34us/step - loss: 81981.6328 - mean_absolute_error: 243.3743 - val_loss: 139211.9312 - val_mean_absolute_error: 351.8984 Epoch 169/5000 148/148 [==============================] - 0s 27us/step - loss: 81672.6953 - mean_absolute_error: 242.8852 - val_loss: 138745.4887 - val_mean_absolute_error: 351.2844 Epoch 170/5000 148/148 [==============================] - 0s 27us/step - loss: 81359.6562 - mean_absolute_error: 242.3888 - val_loss: 138270.3438 - val_mean_absolute_error: 350.6578 Epoch 171/5000 148/148 [==============================] - 0s 34us/step - loss: 81040.7188 - mean_absolute_error: 241.8822 - val_loss: 137788.8042 - val_mean_absolute_error: 350.0217 Epoch 172/5000 148/148 [==============================] - 0s 27us/step - loss: 80717.2266 - mean_absolute_error: 241.3672 - val_loss: 137298.1925 - val_mean_absolute_error: 349.3721 Epoch 173/5000 148/148 [==============================] - 0s 41us/step - loss: 80387.7969 - mean_absolute_error: 240.8416 - val_loss: 136801.1117 - val_mean_absolute_error: 348.7127 Epoch 174/5000 148/148 [==============================] - 0s 27us/step - loss: 80054.0156 - mean_absolute_error: 240.3076 - val_loss: 136294.7727 - val_mean_absolute_error: 348.0398 Epoch 175/5000 148/148 [==============================] - 0s 34us/step - loss: 79714.2969 - mean_absolute_error: 239.7629 - val_loss: 135780.4758 - val_mean_absolute_error: 347.3547 Epoch 176/5000 148/148 [==============================] - 0s 34us/step - loss: 79369.3828 - mean_absolute_error: 239.2088 - val_loss: 135258.1265 - val_mean_absolute_error: 346.6575 Epoch 177/5000 148/148 [==============================] - 0s 27us/step - loss: 79018.9844 - mean_absolute_error: 238.6448 - val_loss: 134728.9869 - val_mean_absolute_error: 345.9498 Epoch 178/5000 148/148 [==============================] - 0s 27us/step - loss: 78664.1328 - mean_absolute_error: 238.0727 - val_loss: 134190.3331 - val_mean_absolute_error: 345.2279 Epoch 179/5000 148/148 [==============================] - 0s 41us/step - loss: 78303.1719 - mean_absolute_error: 237.4922 - val_loss: 133644.8604 - val_mean_absolute_error: 344.4953 Epoch 180/5000 148/148 [==============================] - 0s 34us/step - loss: 77937.8750 - mean_absolute_error: 236.9070 - val_loss: 133091.1412 - val_mean_absolute_error: 343.7500 Epoch 181/5000 148/148 [==============================] - 0s 34us/step - loss: 77567.2578 - mean_absolute_error: 236.3141 - val_loss: 132529.2208 - val_mean_absolute_error: 342.9920 Epoch 182/5000 148/148 [==============================] - 0s 34us/step - loss: 77191.3047 - mean_absolute_error: 235.7114 - val_loss: 131958.7875 - val_mean_absolute_error: 342.2206 Epoch 183/5000 148/148 [==============================] - 0s 27us/step - loss: 76809.9531 - mean_absolute_error: 235.0982 - val_loss: 131379.9025 - val_mean_absolute_error: 341.4359 Epoch 184/5000 148/148 [==============================] - 0s 41us/step - loss: 76423.4219 - mean_absolute_error: 234.4751 - val_loss: 130792.6031 - val_mean_absolute_error: 340.6380 Epoch 185/5000 148/148 [==============================] - 0s 34us/step - loss: 76031.6562 - mean_absolute_error: 233.8416 - val_loss: 130196.9227 - val_mean_absolute_error: 339.8267 Epoch 186/5000 148/148 [==============================] - 0s 27us/step - loss: 75634.5938 - mean_absolute_error: 233.1980 - val_loss: 129592.6515 - val_mean_absolute_error: 339.0015 Epoch 187/5000 148/148 [==============================] - 0s 41us/step - loss: 75232.1953 - mean_absolute_error: 232.5440 - val_loss: 128979.7427 - val_mean_absolute_error: 338.1623 Epoch 188/5000 148/148 [==============================] - 0s 27us/step - loss: 74824.4219 - mean_absolute_error: 231.8792 - val_loss: 128358.2629 - val_mean_absolute_error: 337.3091 Epoch 189/5000 148/148 [==============================] - 0s 34us/step - loss: 74411.4844 - mean_absolute_error: 231.2038 - val_loss: 127727.8958 - val_mean_absolute_error: 336.4501 Epoch 190/5000 148/148 [==============================] - 0s 41us/step - loss: 73993.2188 - mean_absolute_error: 230.5232 - val_loss: 127087.1758 - val_mean_absolute_error: 335.5857 Epoch 191/5000 148/148 [==============================] - 0s 34us/step - loss: 73568.3281 - mean_absolute_error: 229.8312 - val_loss: 126437.7433 - val_mean_absolute_error: 334.7069 Epoch 192/5000 148/148 [==============================] - 0s 27us/step - loss: 73138.1484 - mean_absolute_error: 229.1324 - val_loss: 125781.2458 - val_mean_absolute_error: 333.8160 Epoch 193/5000 148/148 [==============================] - 0s 41us/step - loss: 72703.5391 - mean_absolute_error: 228.4242 - val_loss: 125114.5346 - val_mean_absolute_error: 332.9087 Epoch 194/5000 148/148 [==============================] - 0s 27us/step - loss: 72262.5000 - mean_absolute_error: 227.7030 - val_loss: 124440.7219 - val_mean_absolute_error: 331.9888 Epoch 195/5000 148/148 [==============================] - 0s 27us/step - loss: 71817.0078 - mean_absolute_error: 226.9718 - val_loss: 123758.3200 - val_mean_absolute_error: 331.0543 Epoch 196/5000 148/148 [==============================] - 0s 27us/step - loss: 71365.8828 - mean_absolute_error: 226.2286 - val_loss: 123067.3850 - val_mean_absolute_error: 330.1051 Epoch 197/5000 148/148 [==============================] - 0s 34us/step - loss: 70909.0469 - mean_absolute_error: 225.4743 - val_loss: 122366.3429 - val_mean_absolute_error: 329.1389 Epoch 198/5000 148/148 [==============================] - 0s 27us/step - loss: 70445.8672 - mean_absolute_error: 224.7092 - val_loss: 121658.4312 - val_mean_absolute_error: 328.1600 Epoch 199/5000 148/148 [==============================] - 0s 34us/step - loss: 69978.3594 - mean_absolute_error: 223.9361 - val_loss: 120941.5983 - val_mean_absolute_error: 327.1654 Epoch 200/5000 148/148 [==============================] - 0s 27us/step - loss: 69505.3359 - mean_absolute_error: 223.1527 - val_loss: 120215.9548 - val_mean_absolute_error: 326.1553 Epoch 201/5000 148/148 [==============================] - 0s 34us/step - loss: 69027.0234 - mean_absolute_error: 222.3575 - val_loss: 119481.7127 - val_mean_absolute_error: 325.1296 Epoch 202/5000 148/148 [==============================] - 0s 34us/step - loss: 68543.3281 - mean_absolute_error: 221.5520 - val_loss: 118738.8635 - val_mean_absolute_error: 324.0883 Epoch 203/5000 148/148 [==============================] - 0s 34us/step - loss: 68054.4453 - mean_absolute_error: 220.7363 - val_loss: 117987.6235 - val_mean_absolute_error: 323.0313 Epoch 204/5000 148/148 [==============================] - 0s 34us/step - loss: 67560.4453 - mean_absolute_error: 219.9080 - val_loss: 117225.7381 - val_mean_absolute_error: 321.9554 Epoch 205/5000 148/148 [==============================] - 0s 27us/step - loss: 67060.2188 - mean_absolute_error: 219.0652 - val_loss: 116455.4690 - val_mean_absolute_error: 320.8636 Epoch 206/5000 148/148 [==============================] - 0s 27us/step - loss: 66554.7500 - mean_absolute_error: 218.2093 - val_loss: 115676.5565 - val_mean_absolute_error: 319.7552 Epoch 207/5000 148/148 [==============================] - 0s 27us/step - loss: 66044.2109 - mean_absolute_error: 217.3406 - val_loss: 114890.8508 - val_mean_absolute_error: 318.6327 Epoch 208/5000 148/148 [==============================] - 0s 27us/step - loss: 65529.5352 - mean_absolute_error: 216.4605 - val_loss: 114096.9327 - val_mean_absolute_error: 317.4939 Epoch 209/5000 148/148 [==============================] - 0s 34us/step - loss: 65009.6016 - mean_absolute_error: 215.5684 - val_loss: 113293.2315 - val_mean_absolute_error: 316.3361 Epoch 210/5000 148/148 [==============================] - 0s 41us/step - loss: 64483.0469 - mean_absolute_error: 214.6623 - val_loss: 112482.8225 - val_mean_absolute_error: 315.1638 Epoch 211/5000 148/148 [==============================] - 0s 34us/step - loss: 63952.4531 - mean_absolute_error: 213.7465 - val_loss: 111662.5879 - val_mean_absolute_error: 313.9723 Epoch 212/5000 148/148 [==============================] - 0s 34us/step - loss: 63415.7227 - mean_absolute_error: 212.8152 - val_loss: 110834.3329 - val_mean_absolute_error: 312.7639 Epoch 213/5000 148/148 [==============================] - 0s 27us/step - loss: 62873.9727 - mean_absolute_error: 211.8746 - val_loss: 109997.7927 - val_mean_absolute_error: 311.5379 Epoch 214/5000 148/148 [==============================] - 0s 34us/step - loss: 62327.5859 - mean_absolute_error: 210.9226 - val_loss: 109155.0765 - val_mean_absolute_error: 310.2971 Epoch 215/5000 148/148 [==============================] - 0s 34us/step - loss: 61777.8516 - mean_absolute_error: 209.9592 - val_loss: 108305.0017 - val_mean_absolute_error: 309.0397 Epoch 216/5000 148/148 [==============================] - 0s 34us/step - loss: 61223.5742 - mean_absolute_error: 208.9823 - val_loss: 107447.5654 - val_mean_absolute_error: 307.7654 Epoch 217/5000 148/148 [==============================] - 0s 34us/step - loss: 60664.9453 - mean_absolute_error: 207.9923 - val_loss: 106581.3463 - val_mean_absolute_error: 306.4718 Epoch 218/5000 148/148 [==============================] - 0s 41us/step - loss: 60100.9727 - mean_absolute_error: 206.9886 - val_loss: 105707.8552 - val_mean_absolute_error: 305.1609 Epoch 219/5000 148/148 [==============================] - 0s 27us/step - loss: 59532.7031 - mean_absolute_error: 205.9740 - val_loss: 104827.6621 - val_mean_absolute_error: 303.8332 Epoch 220/5000 148/148 [==============================] - 0s 34us/step - loss: 58960.4805 - mean_absolute_error: 204.9465 - val_loss: 103942.6702 - val_mean_absolute_error: 302.4914 Epoch 221/5000 148/148 [==============================] - 0s 34us/step - loss: 58385.6367 - mean_absolute_error: 203.9098 - val_loss: 103049.3550 - val_mean_absolute_error: 301.1298 Epoch 222/5000 148/148 [==============================] - 0s 41us/step - loss: 57805.6211 - mean_absolute_error: 202.8596 - val_loss: 102149.5106 - val_mean_absolute_error: 299.7510 Epoch 223/5000 148/148 [==============================] - 0s 27us/step - loss: 57221.9883 - mean_absolute_error: 201.7964 - val_loss: 101243.1285 - val_mean_absolute_error: 298.3548 Epoch 224/5000 148/148 [==============================] - 0s 27us/step - loss: 56634.7109 - mean_absolute_error: 200.7220 - val_loss: 100332.4258 - val_mean_absolute_error: 296.9442 Epoch 225/5000 148/148 [==============================] - 0s 34us/step - loss: 56045.0898 - mean_absolute_error: 199.6425 - val_loss: 99414.1075 - val_mean_absolute_error: 295.5157 Epoch 226/5000 148/148 [==============================] - 0s 27us/step - loss: 55450.5391 - mean_absolute_error: 198.5487 - val_loss: 98489.3125 - val_mean_absolute_error: 294.0786 Epoch 227/5000 148/148 [==============================] - 0s 41us/step - loss: 54852.8086 - mean_absolute_error: 197.4413 - val_loss: 97558.4925 - val_mean_absolute_error: 292.6237 Epoch 228/5000 148/148 [==============================] - 0s 27us/step - loss: 54252.2070 - mean_absolute_error: 196.3198 - val_loss: 96623.8717 - val_mean_absolute_error: 291.1542 Epoch 229/5000 148/148 [==============================] - 0s 27us/step - loss: 53649.7148 - mean_absolute_error: 195.1858 - val_loss: 95681.9312 - val_mean_absolute_error: 289.6643 Epoch 230/5000 148/148 [==============================] - 0s 34us/step - loss: 53043.2266 - mean_absolute_error: 194.0352 - val_loss: 94736.9108 - val_mean_absolute_error: 288.1601 Epoch 231/5000 148/148 [==============================] - 0s 34us/step - loss: 52435.3867 - mean_absolute_error: 192.8729 - val_loss: 93787.1565 - val_mean_absolute_error: 286.6437 Epoch 232/5000 148/148 [==============================] - 0s 27us/step - loss: 51825.2383 - mean_absolute_error: 191.6965 - val_loss: 92832.6590 - val_mean_absolute_error: 285.1199 Epoch 233/5000 148/148 [==============================] - 0s 27us/step - loss: 51212.9336 - mean_absolute_error: 190.5062 - val_loss: 91873.9783 - val_mean_absolute_error: 283.5794 Epoch 234/5000 148/148 [==============================] - 0s 27us/step - loss: 50598.7969 - mean_absolute_error: 189.3023 - val_loss: 90908.8142 - val_mean_absolute_error: 282.0185 Epoch 235/5000 148/148 [==============================] - 0s 34us/step - loss: 49981.4453 - mean_absolute_error: 188.0820 - val_loss: 89941.3231 - val_mean_absolute_error: 280.4430 Epoch 236/5000 148/148 [==============================] - 0s 27us/step - loss: 49363.5078 - mean_absolute_error: 186.8504 - val_loss: 88970.4250 - val_mean_absolute_error: 278.8527 Epoch 237/5000 148/148 [==============================] - 0s 41us/step - loss: 48743.7891 - mean_absolute_error: 185.6049 - val_loss: 87996.5840 - val_mean_absolute_error: 277.2512 Epoch 238/5000 148/148 [==============================] - 0s 34us/step - loss: 48122.6641 - mean_absolute_error: 184.3452 - val_loss: 87018.1371 - val_mean_absolute_error: 275.6305 Epoch 239/5000 148/148 [==============================] - 0s 34us/step - loss: 47499.1719 - mean_absolute_error: 183.0696 - val_loss: 86036.7642 - val_mean_absolute_error: 273.9931 Epoch 240/5000 148/148 [==============================] - 0s 27us/step - loss: 46874.5430 - mean_absolute_error: 181.7805 - val_loss: 85053.1163 - val_mean_absolute_error: 272.3396 Epoch 241/5000 148/148 [==============================] - 0s 34us/step - loss: 46249.1523 - mean_absolute_error: 180.4783 - val_loss: 84068.8206 - val_mean_absolute_error: 270.6728 Epoch 242/5000 148/148 [==============================] - 0s 27us/step - loss: 45624.5117 - mean_absolute_error: 179.1655 - val_loss: 83081.9017 - val_mean_absolute_error: 268.9891 Epoch 243/5000 148/148 [==============================] - 0s 27us/step - loss: 44999.5117 - mean_absolute_error: 177.8392 - val_loss: 82093.4942 - val_mean_absolute_error: 267.2896 Epoch 244/5000 148/148 [==============================] - 0s 41us/step - loss: 44374.2734 - mean_absolute_error: 176.4996 - val_loss: 81103.9415 - val_mean_absolute_error: 265.5745 Epoch 245/5000 148/148 [==============================] - 0s 34us/step - loss: 43749.0859 - mean_absolute_error: 175.1468 - val_loss: 80111.7785 - val_mean_absolute_error: 263.8411 Epoch 246/5000 148/148 [==============================] - 0s 34us/step - loss: 43123.0859 - mean_absolute_error: 173.7784 - val_loss: 79120.5819 - val_mean_absolute_error: 262.0954 Epoch 247/5000 148/148 [==============================] - 0s 27us/step - loss: 42498.9062 - mean_absolute_error: 172.3999 - val_loss: 78128.7883 - val_mean_absolute_error: 260.3341 Epoch 248/5000 148/148 [==============================] - 0s 47us/step - loss: 41875.4961 - mean_absolute_error: 171.0086 - val_loss: 77136.8313 - val_mean_absolute_error: 258.5714 Epoch 249/5000 148/148 [==============================] - 0s 34us/step - loss: 41253.1562 - mean_absolute_error: 169.6048 - val_loss: 76143.7713 - val_mean_absolute_error: 256.7963 Epoch 250/5000 148/148 [==============================] - 0s 27us/step - loss: 40631.0117 - mean_absolute_error: 168.2028 - val_loss: 75153.3235 - val_mean_absolute_error: 255.0101 Epoch 251/5000 148/148 [==============================] - 0s 34us/step - loss: 40011.7461 - mean_absolute_error: 166.8068 - val_loss: 74164.0656 - val_mean_absolute_error: 253.2101 Epoch 252/5000 148/148 [==============================] - 0s 27us/step - loss: 39394.3555 - mean_absolute_error: 165.3991 - val_loss: 73174.4621 - val_mean_absolute_error: 251.3930 Epoch 253/5000 148/148 [==============================] - 0s 41us/step - loss: 38778.0781 - mean_absolute_error: 163.9778 - val_loss: 72186.1129 - val_mean_absolute_error: 249.5615 Epoch 254/5000 148/148 [==============================] - 0s 34us/step - loss: 38164.3555 - mean_absolute_error: 162.5462 - val_loss: 71199.6465 - val_mean_absolute_error: 247.7164 Epoch 255/5000 148/148 [==============================] - 0s 27us/step - loss: 37553.2227 - mean_absolute_error: 161.1036 - val_loss: 70215.5954 - val_mean_absolute_error: 245.8582 Epoch 256/5000 148/148 [==============================] - 0s 27us/step - loss: 36945.0742 - mean_absolute_error: 159.6505 - val_loss: 69236.0908 - val_mean_absolute_error: 243.9925 Epoch 257/5000 148/148 [==============================] - 0s 34us/step - loss: 36341.2969 - mean_absolute_error: 158.1901 - val_loss: 68258.0075 - val_mean_absolute_error: 242.1117 Epoch 258/5000 148/148 [==============================] - 0s 41us/step - loss: 35739.9922 - mean_absolute_error: 156.7176 - val_loss: 67285.1192 - val_mean_absolute_error: 240.2223 Epoch 259/5000 148/148 [==============================] - 0s 27us/step - loss: 35143.5625 - mean_absolute_error: 155.2383 - val_loss: 66316.0297 - val_mean_absolute_error: 238.3214 Epoch 260/5000 148/148 [==============================] - 0s 34us/step - loss: 34551.0586 - mean_absolute_error: 153.7495 - val_loss: 65351.5408 - val_mean_absolute_error: 236.4099 Epoch 261/5000 148/148 [==============================] - 0s 34us/step - loss: 33962.7773 - mean_absolute_error: 152.2547 - val_loss: 64392.1242 - val_mean_absolute_error: 234.4886 Epoch 262/5000 148/148 [==============================] - 0s 41us/step - loss: 33378.8125 - mean_absolute_error: 150.7664 - val_loss: 63436.3300 - val_mean_absolute_error: 232.5544 Epoch 263/5000 148/148 [==============================] - 0s 34us/step - loss: 32798.6484 - mean_absolute_error: 149.2771 - val_loss: 62487.7012 - val_mean_absolute_error: 230.6141 Epoch 264/5000 148/148 [==============================] - 0s 34us/step - loss: 32224.6191 - mean_absolute_error: 147.7877 - val_loss: 61545.0671 - val_mean_absolute_error: 228.6647 Epoch 265/5000 148/148 [==============================] - 0s 34us/step - loss: 31656.0469 - mean_absolute_error: 146.2907 - val_loss: 60608.5675 - val_mean_absolute_error: 226.7068 Epoch 266/5000 148/148 [==============================] - 0s 34us/step - loss: 31093.0781 - mean_absolute_error: 144.7867 - val_loss: 59677.2286 - val_mean_absolute_error: 224.7378 Epoch 267/5000 148/148 [==============================] - 0s 27us/step - loss: 30534.3945 - mean_absolute_error: 143.2727 - val_loss: 58754.4636 - val_mean_absolute_error: 222.7863 Epoch 268/5000 148/148 [==============================] - 0s 41us/step - loss: 29982.7324 - mean_absolute_error: 141.7549 - val_loss: 57839.2516 - val_mean_absolute_error: 220.8290 Epoch 269/5000 148/148 [==============================] - 0s 34us/step - loss: 29437.4766 - mean_absolute_error: 140.2318 - val_loss: 56931.8291 - val_mean_absolute_error: 218.8954 Epoch 270/5000 148/148 [==============================] - 0s 27us/step - loss: 28898.9082 - mean_absolute_error: 138.7205 - val_loss: 56032.5667 - val_mean_absolute_error: 216.9613 Epoch 271/5000 148/148 [==============================] - 0s 27us/step - loss: 28367.0781 - mean_absolute_error: 137.2099 - val_loss: 55140.3712 - val_mean_absolute_error: 215.0197 Epoch 272/5000 148/148 [==============================] - 0s 41us/step - loss: 27841.5938 - mean_absolute_error: 135.6929 - val_loss: 54257.1415 - val_mean_absolute_error: 213.0745 Epoch 273/5000 148/148 [==============================] - 0s 27us/step - loss: 27323.5195 - mean_absolute_error: 134.1725 - val_loss: 53383.3182 - val_mean_absolute_error: 211.1266 Epoch 274/5000 148/148 [==============================] - 0s 34us/step - loss: 26812.8711 - mean_absolute_error: 132.6485 - val_loss: 52520.0750 - val_mean_absolute_error: 209.1788 Epoch 275/5000 148/148 [==============================] - 0s 34us/step - loss: 26310.6680 - mean_absolute_error: 131.1243 - val_loss: 51664.9668 - val_mean_absolute_error: 207.2255 Epoch 276/5000 148/148 [==============================] - 0s 27us/step - loss: 25815.3574 - mean_absolute_error: 129.5953 - val_loss: 50819.6847 - val_mean_absolute_error: 205.2708 Epoch 277/5000 148/148 [==============================] - 0s 34us/step - loss: 25327.7891 - mean_absolute_error: 128.0640 - val_loss: 49984.8833 - val_mean_absolute_error: 203.3157 Epoch 278/5000 148/148 [==============================] - 0s 27us/step - loss: 24848.5020 - mean_absolute_error: 126.5320 - val_loss: 49162.0457 - val_mean_absolute_error: 201.3639 Epoch 279/5000 148/148 [==============================] - 0s 41us/step - loss: 24378.3750 - mean_absolute_error: 125.0311 - val_loss: 48349.9336 - val_mean_absolute_error: 199.4128 Epoch 280/5000 148/148 [==============================] - 0s 34us/step - loss: 23916.6758 - mean_absolute_error: 123.5376 - val_loss: 47549.0281 - val_mean_absolute_error: 197.4636 Epoch 281/5000 148/148 [==============================] - 0s 27us/step - loss: 23463.6895 - mean_absolute_error: 122.0449 - val_loss: 46758.3430 - val_mean_absolute_error: 195.5141 Epoch 282/5000 148/148 [==============================] - 0s 27us/step - loss: 23018.9141 - mean_absolute_error: 120.5514 - val_loss: 45979.3222 - val_mean_absolute_error: 193.5677 Epoch 283/5000 148/148 [==============================] - 0s 34us/step - loss: 22583.1836 - mean_absolute_error: 119.0602 - val_loss: 45213.2509 - val_mean_absolute_error: 191.6424 Epoch 284/5000 148/148 [==============================] - 0s 27us/step - loss: 22157.2344 - mean_absolute_error: 117.5873 - val_loss: 44457.9048 - val_mean_absolute_error: 189.7391 Epoch 285/5000 148/148 [==============================] - 0s 34us/step - loss: 21739.8066 - mean_absolute_error: 116.1517 - val_loss: 43715.8531 - val_mean_absolute_error: 187.8439 Epoch 286/5000 148/148 [==============================] - 0s 34us/step - loss: 21332.2695 - mean_absolute_error: 114.7231 - val_loss: 42985.7473 - val_mean_absolute_error: 185.9540 Epoch 287/5000 148/148 [==============================] - 0s 34us/step - loss: 20934.1270 - mean_absolute_error: 113.2987 - val_loss: 42268.3086 - val_mean_absolute_error: 184.0713 Epoch 288/5000 148/148 [==============================] - 0s 27us/step - loss: 20545.3574 - mean_absolute_error: 111.8903 - val_loss: 41563.8121 - val_mean_absolute_error: 182.1967 Epoch 289/5000 148/148 [==============================] - 0s 34us/step - loss: 20166.1191 - mean_absolute_error: 110.5730 - val_loss: 40871.3487 - val_mean_absolute_error: 180.3282 Epoch 290/5000 148/148 [==============================] - 0s 34us/step - loss: 19795.9395 - mean_absolute_error: 109.2871 - val_loss: 40193.2823 - val_mean_absolute_error: 178.4819 Epoch 291/5000 148/148 [==============================] - 0s 34us/step - loss: 19435.8008 - mean_absolute_error: 108.0490 - val_loss: 39528.5676 - val_mean_absolute_error: 176.6655 Epoch 292/5000 148/148 [==============================] - 0s 34us/step - loss: 19085.0918 - mean_absolute_error: 106.8159 - val_loss: 38877.1652 - val_mean_absolute_error: 174.8598 Epoch 293/5000 148/148 [==============================] - 0s 27us/step - loss: 18743.8906 - mean_absolute_error: 105.5886 - val_loss: 38239.3379 - val_mean_absolute_error: 173.0659 Epoch 294/5000 148/148 [==============================] - 0s 34us/step - loss: 18412.3086 - mean_absolute_error: 104.3685 - val_loss: 37614.8318 - val_mean_absolute_error: 171.2837 Epoch 295/5000 148/148 [==============================] - 0s 41us/step - loss: 18090.1680 - mean_absolute_error: 103.1553 - val_loss: 37003.6450 - val_mean_absolute_error: 169.5140 Epoch 296/5000 148/148 [==============================] - 0s 27us/step - loss: 17777.3008 - mean_absolute_error: 101.9639 - val_loss: 36405.1355 - val_mean_absolute_error: 167.7858 Epoch 297/5000 148/148 [==============================] - 0s 34us/step - loss: 17473.3711 - mean_absolute_error: 100.7971 - val_loss: 35820.8276 - val_mean_absolute_error: 166.0790 Epoch 298/5000 148/148 [==============================] - 0s 34us/step - loss: 17179.3145 - mean_absolute_error: 99.6403 - val_loss: 35249.8964 - val_mean_absolute_error: 164.3867 Epoch 299/5000 148/148 [==============================] - 0s 27us/step - loss: 16894.6445 - mean_absolute_error: 98.4925 - val_loss: 34692.5625 - val_mean_absolute_error: 162.7103 Epoch 300/5000 148/148 [==============================] - 0s 41us/step - loss: 16619.2754 - mean_absolute_error: 97.3774 - val_loss: 34148.7566 - val_mean_absolute_error: 161.0501 Epoch 301/5000 148/148 [==============================] - 0s 27us/step - loss: 16353.0977 - mean_absolute_error: 96.3292 - val_loss: 33618.1059 - val_mean_absolute_error: 159.4064 Epoch 302/5000 148/148 [==============================] - 0s 34us/step - loss: 16095.8730 - mean_absolute_error: 95.3316 - val_loss: 33100.7411 - val_mean_absolute_error: 157.8027 Epoch 303/5000 148/148 [==============================] - 0s 34us/step - loss: 15847.4492 - mean_absolute_error: 94.3906 - val_loss: 32595.7029 - val_mean_absolute_error: 156.2331 Epoch 304/5000 148/148 [==============================] - 0s 27us/step - loss: 15607.3955 - mean_absolute_error: 93.4587 - val_loss: 32103.9530 - val_mean_absolute_error: 154.7082 Epoch 305/5000 148/148 [==============================] - 0s 27us/step - loss: 15375.9902 - mean_absolute_error: 92.5360 - val_loss: 31625.8073 - val_mean_absolute_error: 153.2053 Epoch 306/5000 148/148 [==============================] - 0s 27us/step - loss: 15153.3867 - mean_absolute_error: 91.6245 - val_loss: 31159.9730 - val_mean_absolute_error: 151.7198 Epoch 307/5000 148/148 [==============================] - 0s 27us/step - loss: 14938.8408 - mean_absolute_error: 90.7735 - val_loss: 30707.7352 - val_mean_absolute_error: 150.2566 Epoch 308/5000 148/148 [==============================] - 0s 27us/step - loss: 14732.7148 - mean_absolute_error: 89.9631 - val_loss: 30268.2989 - val_mean_absolute_error: 148.8280 Epoch 309/5000 148/148 [==============================] - 0s 34us/step - loss: 14534.5371 - mean_absolute_error: 89.1825 - val_loss: 29841.5929 - val_mean_absolute_error: 147.4334 Epoch 310/5000 148/148 [==============================] - 0s 27us/step - loss: 14344.1523 - mean_absolute_error: 88.4316 - val_loss: 29427.4217 - val_mean_absolute_error: 146.0607 Epoch 311/5000 148/148 [==============================] - 0s 34us/step - loss: 14161.3643 - mean_absolute_error: 87.7009 - val_loss: 29025.2857 - val_mean_absolute_error: 144.7091 Epoch 312/5000 148/148 [==============================] - 0s 34us/step - loss: 13985.9756 - mean_absolute_error: 86.9808 - val_loss: 28634.9781 - val_mean_absolute_error: 143.4033 Epoch 313/5000 148/148 [==============================] - 0s 34us/step - loss: 13817.7344 - mean_absolute_error: 86.2710 - val_loss: 28256.4796 - val_mean_absolute_error: 142.1273 Epoch 314/5000 148/148 [==============================] - 0s 34us/step - loss: 13656.4326 - mean_absolute_error: 85.5720 - val_loss: 27889.6178 - val_mean_absolute_error: 140.8734 Epoch 315/5000 148/148 [==============================] - 0s 34us/step - loss: 13501.6562 - mean_absolute_error: 84.8837 - val_loss: 27533.9471 - val_mean_absolute_error: 139.6418 Epoch 316/5000 148/148 [==============================] - 0s 27us/step - loss: 13353.2695 - mean_absolute_error: 84.2060 - val_loss: 27189.1364 - val_mean_absolute_error: 138.4420 Epoch 317/5000 148/148 [==============================] - 0s 34us/step - loss: 13211.1045 - mean_absolute_error: 83.5450 - val_loss: 26855.2082 - val_mean_absolute_error: 137.2862 Epoch 318/5000 148/148 [==============================] - 0s 27us/step - loss: 13074.9463 - mean_absolute_error: 82.9221 - val_loss: 26531.9452 - val_mean_absolute_error: 136.1658 Epoch 319/5000 148/148 [==============================] - 0s 41us/step - loss: 12944.5312 - mean_absolute_error: 82.3095 - val_loss: 26219.0768 - val_mean_absolute_error: 135.0848 Epoch 320/5000 148/148 [==============================] - 0s 41us/step - loss: 12819.7217 - mean_absolute_error: 81.7080 - val_loss: 25916.4415 - val_mean_absolute_error: 134.0487 Epoch 321/5000 148/148 [==============================] - 0s 27us/step - loss: 12700.3154 - mean_absolute_error: 81.1221 - val_loss: 25623.7851 - val_mean_absolute_error: 133.0609 Epoch 322/5000 148/148 [==============================] - 0s 34us/step - loss: 12586.0312 - mean_absolute_error: 80.5588 - val_loss: 25340.8492 - val_mean_absolute_error: 132.1153 Epoch 323/5000 148/148 [==============================] - 0s 27us/step - loss: 12476.5107 - mean_absolute_error: 80.0347 - val_loss: 25067.0039 - val_mean_absolute_error: 131.2070 Epoch 324/5000 148/148 [==============================] - 0s 27us/step - loss: 12371.5977 - mean_absolute_error: 79.5199 - val_loss: 24802.1364 - val_mean_absolute_error: 130.3179 Epoch 325/5000 148/148 [==============================] - 0s 41us/step - loss: 12271.1328 - mean_absolute_error: 79.0152 - val_loss: 24544.8727 - val_mean_absolute_error: 129.4459 Epoch 326/5000 148/148 [==============================] - 0s 34us/step - loss: 12174.7021 - mean_absolute_error: 78.5281 - val_loss: 24295.8091 - val_mean_absolute_error: 128.5923 Epoch 327/5000 148/148 [==============================] - 0s 27us/step - loss: 12082.2158 - mean_absolute_error: 78.0537 - val_loss: 24055.2074 - val_mean_absolute_error: 127.7585 Epoch 328/5000 148/148 [==============================] - 0s 34us/step - loss: 11993.6904 - mean_absolute_error: 77.6001 - val_loss: 23822.2933 - val_mean_absolute_error: 126.9423 Epoch 329/5000 148/148 [==============================] - 0s 34us/step - loss: 11908.7373 - mean_absolute_error: 77.1597 - val_loss: 23597.4761 - val_mean_absolute_error: 126.1477 Epoch 330/5000 148/148 [==============================] - 0s 34us/step - loss: 11827.4375 - mean_absolute_error: 76.7426 - val_loss: 23380.2161 - val_mean_absolute_error: 125.3975 Epoch 331/5000 148/148 [==============================] - 0s 34us/step - loss: 11749.5586 - mean_absolute_error: 76.3599 - val_loss: 23170.1458 - val_mean_absolute_error: 124.6690 Epoch 332/5000 148/148 [==============================] - 0s 27us/step - loss: 11674.9121 - mean_absolute_error: 75.9854 - val_loss: 22966.9485 - val_mean_absolute_error: 123.9577 Epoch 333/5000 148/148 [==============================] - 0s 27us/step - loss: 11603.2715 - mean_absolute_error: 75.6185 - val_loss: 22770.1561 - val_mean_absolute_error: 123.2812 Epoch 334/5000 148/148 [==============================] - 0s 47us/step - loss: 11534.3750 - mean_absolute_error: 75.2590 - val_loss: 22580.0581 - val_mean_absolute_error: 122.6237 Epoch 335/5000 148/148 [==============================] - 0s 27us/step - loss: 11468.2900 - mean_absolute_error: 74.9079 - val_loss: 22396.1406 - val_mean_absolute_error: 121.9849 Epoch 336/5000 148/148 [==============================] - 0s 27us/step - loss: 11404.7148 - mean_absolute_error: 74.5802 - val_loss: 22218.3720 - val_mean_absolute_error: 121.3621 Epoch 337/5000 148/148 [==============================] - 0s 41us/step - loss: 11343.5371 - mean_absolute_error: 74.2614 - val_loss: 22046.7583 - val_mean_absolute_error: 120.7559 Epoch 338/5000 148/148 [==============================] - 0s 27us/step - loss: 11284.5840 - mean_absolute_error: 73.9497 - val_loss: 21880.9575 - val_mean_absolute_error: 120.1656 Epoch 339/5000 148/148 [==============================] - 0s 34us/step - loss: 11227.7988 - mean_absolute_error: 73.6515 - val_loss: 21720.5524 - val_mean_absolute_error: 119.5902 Epoch 340/5000 148/148 [==============================] - 0s 34us/step - loss: 11173.0000 - mean_absolute_error: 73.3734 - val_loss: 21565.6767 - val_mean_absolute_error: 119.0375 Epoch 341/5000 148/148 [==============================] - 0s 41us/step - loss: 11120.2158 - mean_absolute_error: 73.1239 - val_loss: 21415.6843 - val_mean_absolute_error: 118.4992 Epoch 342/5000 148/148 [==============================] - 0s 34us/step - loss: 11069.2256 - mean_absolute_error: 72.8837 - val_loss: 21270.9012 - val_mean_absolute_error: 117.9763 Epoch 343/5000 148/148 [==============================] - 0s 34us/step - loss: 11020.0342 - mean_absolute_error: 72.6675 - val_loss: 21130.7919 - val_mean_absolute_error: 117.4671 Epoch 344/5000 148/148 [==============================] - 0s 27us/step - loss: 10972.4238 - mean_absolute_error: 72.4564 - val_loss: 20995.5148 - val_mean_absolute_error: 116.9842 Epoch 345/5000 148/148 [==============================] - 0s 40us/step - loss: 10926.4287 - mean_absolute_error: 72.2685 - val_loss: 20864.6265 - val_mean_absolute_error: 116.5244 Epoch 346/5000 148/148 [==============================] - 0s 27us/step - loss: 10881.8965 - mean_absolute_error: 72.1008 - val_loss: 20737.9433 - val_mean_absolute_error: 116.0838 Epoch 347/5000 148/148 [==============================] - 0s 27us/step - loss: 10838.7080 - mean_absolute_error: 71.9426 - val_loss: 20615.3886 - val_mean_absolute_error: 115.6634 Epoch 348/5000 148/148 [==============================] - 0s 34us/step - loss: 10796.7480 - mean_absolute_error: 71.7906 - val_loss: 20496.6966 - val_mean_absolute_error: 115.2549 Epoch 349/5000 148/148 [==============================] - 0s 34us/step - loss: 10755.9785 - mean_absolute_error: 71.6407 - val_loss: 20381.7626 - val_mean_absolute_error: 114.8580 Epoch 350/5000 148/148 [==============================] - 0s 27us/step - loss: 10716.3252 - mean_absolute_error: 71.4929 - val_loss: 20270.3416 - val_mean_absolute_error: 114.4721 Epoch 351/5000 148/148 [==============================] - 0s 34us/step - loss: 10677.7314 - mean_absolute_error: 71.3479 - val_loss: 20162.4385 - val_mean_absolute_error: 114.0974 Epoch 352/5000 148/148 [==============================] - 0s 27us/step - loss: 10640.1787 - mean_absolute_error: 71.2171 - val_loss: 20057.9724 - val_mean_absolute_error: 113.7336 Epoch 353/5000 148/148 [==============================] - 0s 27us/step - loss: 10603.5391 - mean_absolute_error: 71.0881 - val_loss: 19956.7644 - val_mean_absolute_error: 113.3800 Epoch 354/5000 148/148 [==============================] - 0s 34us/step - loss: 10567.8135 - mean_absolute_error: 70.9639 - val_loss: 19858.8251 - val_mean_absolute_error: 113.0372 Epoch 355/5000 148/148 [==============================] - 0s 34us/step - loss: 10533.0723 - mean_absolute_error: 70.8547 - val_loss: 19763.7867 - val_mean_absolute_error: 112.7035 Epoch 356/5000 148/148 [==============================] - 0s 27us/step - loss: 10499.2256 - mean_absolute_error: 70.7476 - val_loss: 19671.7214 - val_mean_absolute_error: 112.3846 Epoch 357/5000 148/148 [==============================] - 0s 27us/step - loss: 10466.2080 - mean_absolute_error: 70.6419 - val_loss: 19582.4402 - val_mean_absolute_error: 112.0850 Epoch 358/5000 148/148 [==============================] - 0s 34us/step - loss: 10433.9219 - mean_absolute_error: 70.5372 - val_loss: 19495.8179 - val_mean_absolute_error: 111.7973 Epoch 359/5000 148/148 [==============================] - 0s 27us/step - loss: 10402.4287 - mean_absolute_error: 70.4341 - val_loss: 19411.7364 - val_mean_absolute_error: 111.5220 Epoch 360/5000 148/148 [==============================] - 0s 47us/step - loss: 10371.6201 - mean_absolute_error: 70.3322 - val_loss: 19330.0806 - val_mean_absolute_error: 111.2543 Epoch 361/5000 148/148 [==============================] - 0s 41us/step - loss: 10341.4971 - mean_absolute_error: 70.2316 - val_loss: 19250.7388 - val_mean_absolute_error: 110.9937 Epoch 362/5000 148/148 [==============================] - 0s 47us/step - loss: 10312.0508 - mean_absolute_error: 70.1325 - val_loss: 19173.5256 - val_mean_absolute_error: 110.7398 Epoch 363/5000 148/148 [==============================] - 0s 34us/step - loss: 10283.1602 - mean_absolute_error: 70.0431 - val_loss: 19098.5165 - val_mean_absolute_error: 110.4926 Epoch 364/5000 148/148 [==============================] - 0s 27us/step - loss: 10254.8662 - mean_absolute_error: 69.9621 - val_loss: 19025.3667 - val_mean_absolute_error: 110.2508 Epoch 365/5000 148/148 [==============================] - 0s 27us/step - loss: 10227.1250 - mean_absolute_error: 69.8822 - val_loss: 18954.1754 - val_mean_absolute_error: 110.0152 Epoch 366/5000 148/148 [==============================] - 0s 34us/step - loss: 10199.9521 - mean_absolute_error: 69.8071 - val_loss: 18884.8349 - val_mean_absolute_error: 109.7855 Epoch 367/5000 148/148 [==============================] - 0s 34us/step - loss: 10173.2695 - mean_absolute_error: 69.7361 - val_loss: 18817.2314 - val_mean_absolute_error: 109.5613 Epoch 368/5000 148/148 [==============================] - 0s 27us/step - loss: 10147.0137 - mean_absolute_error: 69.6652 - val_loss: 18751.2283 - val_mean_absolute_error: 109.3423 Epoch 369/5000 148/148 [==============================] - 0s 34us/step - loss: 10121.2031 - mean_absolute_error: 69.5947 - val_loss: 18686.7633 - val_mean_absolute_error: 109.1282 Epoch 370/5000 148/148 [==============================] - 0s 41us/step - loss: 10095.7754 - mean_absolute_error: 69.5247 - val_loss: 18623.7012 - val_mean_absolute_error: 108.9185 Epoch 371/5000 148/148 [==============================] - 0s 34us/step - loss: 10070.6816 - mean_absolute_error: 69.4550 - val_loss: 18562.1050 - val_mean_absolute_error: 108.7134 Epoch 372/5000 148/148 [==============================] - 0s 20us/step - loss: 10045.9326 - mean_absolute_error: 69.3857 - val_loss: 18501.8426 - val_mean_absolute_error: 108.5126 Epoch 373/5000 148/148 [==============================] - 0s 34us/step - loss: 10021.4971 - mean_absolute_error: 69.3195 - val_loss: 18442.8219 - val_mean_absolute_error: 108.3159 Epoch 374/5000 148/148 [==============================] - 0s 34us/step - loss: 9997.4033 - mean_absolute_error: 69.2560 - val_loss: 18385.1174 - val_mean_absolute_error: 108.1233 Epoch 375/5000 148/148 [==============================] - 0s 41us/step - loss: 9973.7090 - mean_absolute_error: 69.1933 - val_loss: 18328.6267 - val_mean_absolute_error: 107.9345 Epoch 376/5000 148/148 [==============================] - 0s 34us/step - loss: 9950.3516 - mean_absolute_error: 69.1313 - val_loss: 18273.2192 - val_mean_absolute_error: 107.7490 Epoch 377/5000 148/148 [==============================] - 0s 34us/step - loss: 9927.3301 - mean_absolute_error: 69.0699 - val_loss: 18218.9840 - val_mean_absolute_error: 107.5678 Epoch 378/5000 148/148 [==============================] - 0s 27us/step - loss: 9904.6309 - mean_absolute_error: 69.0094 - val_loss: 18165.6057 - val_mean_absolute_error: 107.3908 Epoch 379/5000 148/148 [==============================] - 0s 34us/step - loss: 9882.0273 - mean_absolute_error: 68.9487 - val_loss: 18113.1570 - val_mean_absolute_error: 107.2166 Epoch 380/5000 148/148 [==============================] - 0s 34us/step - loss: 9859.7207 - mean_absolute_error: 68.8885 - val_loss: 18061.6508 - val_mean_absolute_error: 107.0454 Epoch 381/5000 148/148 [==============================] - 0s 27us/step - loss: 9837.6885 - mean_absolute_error: 68.8287 - val_loss: 18010.9234 - val_mean_absolute_error: 106.8765 Epoch 382/5000 148/148 [==============================] - 0s 41us/step - loss: 9815.8916 - mean_absolute_error: 68.7690 - val_loss: 17961.0654 - val_mean_absolute_error: 106.7102 Epoch 383/5000 148/148 [==============================] - 0s 27us/step - loss: 9794.3262 - mean_absolute_error: 68.7095 - val_loss: 17911.9791 - val_mean_absolute_error: 106.5460 Epoch 384/5000 148/148 [==============================] - 0s 34us/step - loss: 9772.9629 - mean_absolute_error: 68.6502 - val_loss: 17863.6741 - val_mean_absolute_error: 106.3839 Epoch 385/5000 148/148 [==============================] - 0s 27us/step - loss: 9751.8203 - mean_absolute_error: 68.5911 - val_loss: 17816.1874 - val_mean_absolute_error: 106.2272 Epoch 386/5000 148/148 [==============================] - 0s 34us/step - loss: 9730.9160 - mean_absolute_error: 68.5322 - val_loss: 17769.5302 - val_mean_absolute_error: 106.0797 Epoch 387/5000 148/148 [==============================] - 0s 34us/step - loss: 9710.2432 - mean_absolute_error: 68.4738 - val_loss: 17723.5633 - val_mean_absolute_error: 105.9378 Epoch 388/5000 148/148 [==============================] - 0s 736us/step - loss: 9689.8438 - mean_absolute_error: 68.4161 - val_loss: 17678.1317 - val_mean_absolute_error: 105.7971 Epoch 389/5000 148/148 [==============================] - 0s 27us/step - loss: 9669.6514 - mean_absolute_error: 68.3589 - val_loss: 17633.3336 - val_mean_absolute_error: 105.6579 Epoch 390/5000 148/148 [==============================] - 0s 27us/step - loss: 9649.6670 - mean_absolute_error: 68.3021 - val_loss: 17589.1192 - val_mean_absolute_error: 105.5216 Epoch 391/5000 148/148 [==============================] - 0s 27us/step - loss: 9629.8643 - mean_absolute_error: 68.2457 - val_loss: 17545.4682 - val_mean_absolute_error: 105.3866 Epoch 392/5000 148/148 [==============================] - 0s 41us/step - loss: 9610.3281 - mean_absolute_error: 68.1903 - val_loss: 17502.4125 - val_mean_absolute_error: 105.2530 Epoch 393/5000 148/148 [==============================] - 0s 27us/step - loss: 9591.0039 - mean_absolute_error: 68.1353 - val_loss: 17459.8614 - val_mean_absolute_error: 105.1205 Epoch 394/5000 148/148 [==============================] - 0s 27us/step - loss: 9571.8477 - mean_absolute_error: 68.0806 - val_loss: 17417.8370 - val_mean_absolute_error: 104.9891 Epoch 395/5000 148/148 [==============================] - 0s 41us/step - loss: 9552.8662 - mean_absolute_error: 68.0263 - val_loss: 17376.1109 - val_mean_absolute_error: 104.8582 Epoch 396/5000 148/148 [==============================] - 0s 27us/step - loss: 9534.0879 - mean_absolute_error: 67.9724 - val_loss: 17334.8150 - val_mean_absolute_error: 104.7278 Epoch 397/5000 148/148 [==============================] - 0s 27us/step - loss: 9515.4873 - mean_absolute_error: 67.9190 - val_loss: 17294.0118 - val_mean_absolute_error: 104.5984 Epoch 398/5000 148/148 [==============================] - 0s 27us/step - loss: 9497.0869 - mean_absolute_error: 67.8658 - val_loss: 17253.6223 - val_mean_absolute_error: 104.4697 Epoch 399/5000 148/148 [==============================] - 0s 34us/step - loss: 9478.8926 - mean_absolute_error: 67.8134 - val_loss: 17213.6093 - val_mean_absolute_error: 104.3414 Epoch 400/5000 148/148 [==============================] - 0s 27us/step - loss: 9460.8740 - mean_absolute_error: 67.7616 - val_loss: 17173.9280 - val_mean_absolute_error: 104.2161 Epoch 401/5000 148/148 [==============================] - 0s 41us/step - loss: 9442.9775 - mean_absolute_error: 67.7098 - val_loss: 17134.5884 - val_mean_absolute_error: 104.0925 Epoch 402/5000 148/148 [==============================] - 0s 27us/step - loss: 9425.2236 - mean_absolute_error: 67.6583 - val_loss: 17095.6459 - val_mean_absolute_error: 103.9709 Epoch 403/5000 148/148 [==============================] - 0s 41us/step - loss: 9407.6865 - mean_absolute_error: 67.6074 - val_loss: 17057.0269 - val_mean_absolute_error: 103.8508 Epoch 404/5000 148/148 [==============================] - 0s 41us/step - loss: 9390.2715 - mean_absolute_error: 67.5569 - val_loss: 17018.7874 - val_mean_absolute_error: 103.7311 Epoch 405/5000 148/148 [==============================] - 0s 47us/step - loss: 9373.0098 - mean_absolute_error: 67.5068 - val_loss: 16980.7996 - val_mean_absolute_error: 103.6117 Epoch 406/5000 148/148 [==============================] - 0s 34us/step - loss: 9355.8711 - mean_absolute_error: 67.4579 - val_loss: 16943.1266 - val_mean_absolute_error: 103.4929 Epoch 407/5000 148/148 [==============================] - 0s 41us/step - loss: 9338.8613 - mean_absolute_error: 67.4113 - val_loss: 16905.7699 - val_mean_absolute_error: 103.3745 Epoch 408/5000 148/148 [==============================] - 0s 41us/step - loss: 9321.9912 - mean_absolute_error: 67.3649 - val_loss: 16868.7053 - val_mean_absolute_error: 103.2566 Epoch 409/5000 148/148 [==============================] - 0s 41us/step - loss: 9305.2393 - mean_absolute_error: 67.3195 - val_loss: 16831.8751 - val_mean_absolute_error: 103.1392 Epoch 410/5000 148/148 [==============================] - 0s 41us/step - loss: 9288.5859 - mean_absolute_error: 67.2743 - val_loss: 16795.2127 - val_mean_absolute_error: 103.0218 Epoch 411/5000 148/148 [==============================] - 0s 34us/step - loss: 9272.0605 - mean_absolute_error: 67.2292 - val_loss: 16758.6808 - val_mean_absolute_error: 102.9043 Epoch 412/5000 148/148 [==============================] - 0s 41us/step - loss: 9255.6094 - mean_absolute_error: 67.1839 - val_loss: 16722.4286 - val_mean_absolute_error: 102.7871 Epoch 413/5000 148/148 [==============================] - 0s 34us/step - loss: 9239.2559 - mean_absolute_error: 67.1387 - val_loss: 16686.4528 - val_mean_absolute_error: 102.6706 Epoch 414/5000 148/148 [==============================] - 0s 27us/step - loss: 9223.0176 - mean_absolute_error: 67.0936 - val_loss: 16650.6947 - val_mean_absolute_error: 102.5544 Epoch 415/5000 148/148 [==============================] - 0s 34us/step - loss: 9206.9014 - mean_absolute_error: 67.0505 - val_loss: 16615.1637 - val_mean_absolute_error: 102.4386 Epoch 416/5000 148/148 [==============================] - 0s 27us/step - loss: 9190.8857 - mean_absolute_error: 67.0075 - val_loss: 16579.8862 - val_mean_absolute_error: 102.3234 Epoch 417/5000 148/148 [==============================] - 0s 27us/step - loss: 9174.9688 - mean_absolute_error: 66.9652 - val_loss: 16544.9035 - val_mean_absolute_error: 102.2085 Epoch 418/5000 148/148 [==============================] - 0s 41us/step - loss: 9159.1543 - mean_absolute_error: 66.9255 - val_loss: 16510.1745 - val_mean_absolute_error: 102.0941 Epoch 419/5000 148/148 [==============================] - 0s 27us/step - loss: 9143.4219 - mean_absolute_error: 66.8857 - val_loss: 16475.7016 - val_mean_absolute_error: 101.9802 Epoch 420/5000 148/148 [==============================] - 0s 27us/step - loss: 9127.7705 - mean_absolute_error: 66.8458 - val_loss: 16441.4586 - val_mean_absolute_error: 101.8666 Epoch 421/5000 148/148 [==============================] - 0s 34us/step - loss: 9112.2295 - mean_absolute_error: 66.8062 - val_loss: 16407.2643 - val_mean_absolute_error: 101.7528 Epoch 422/5000 148/148 [==============================] - 0s 27us/step - loss: 9096.7646 - mean_absolute_error: 66.7664 - val_loss: 16373.2303 - val_mean_absolute_error: 101.6390 Epoch 423/5000 148/148 [==============================] - 0s 41us/step - loss: 9081.3701 - mean_absolute_error: 66.7266 - val_loss: 16339.4546 - val_mean_absolute_error: 101.5258 Epoch 424/5000 148/148 [==============================] - 0s 34us/step - loss: 9066.0771 - mean_absolute_error: 66.6868 - val_loss: 16305.8370 - val_mean_absolute_error: 101.4128 Epoch 425/5000 148/148 [==============================] - 0s 34us/step - loss: 9050.8643 - mean_absolute_error: 66.6471 - val_loss: 16272.4083 - val_mean_absolute_error: 101.3004 Epoch 426/5000 148/148 [==============================] - 0s 27us/step - loss: 9035.7295 - mean_absolute_error: 66.6074 - val_loss: 16239.0722 - val_mean_absolute_error: 101.1892 Epoch 427/5000 148/148 [==============================] - 0s 27us/step - loss: 9020.6602 - mean_absolute_error: 66.5678 - val_loss: 16205.9161 - val_mean_absolute_error: 101.0829 Epoch 428/5000 148/148 [==============================] - 0s 34us/step - loss: 9005.6523 - mean_absolute_error: 66.5282 - val_loss: 16173.0482 - val_mean_absolute_error: 100.9774 Epoch 429/5000 148/148 [==============================] - 0s 27us/step - loss: 8990.7041 - mean_absolute_error: 66.4884 - val_loss: 16140.3921 - val_mean_absolute_error: 100.8723 Epoch 430/5000 148/148 [==============================] - 0s 34us/step - loss: 8975.8057 - mean_absolute_error: 66.4483 - val_loss: 16107.9343 - val_mean_absolute_error: 100.7674 Epoch 431/5000 148/148 [==============================] - 0s 34us/step - loss: 8960.9717 - mean_absolute_error: 66.4082 - val_loss: 16075.7297 - val_mean_absolute_error: 100.6629 Epoch 432/5000 148/148 [==============================] - 0s 20us/step - loss: 8946.2168 - mean_absolute_error: 66.3679 - val_loss: 16043.7443 - val_mean_absolute_error: 100.5599 Epoch 433/5000 148/148 [==============================] - 0s 34us/step - loss: 8931.5234 - mean_absolute_error: 66.3275 - val_loss: 16011.8533 - val_mean_absolute_error: 100.4584 Epoch 434/5000 148/148 [==============================] - 0s 34us/step - loss: 8916.9180 - mean_absolute_error: 66.2872 - val_loss: 15980.1108 - val_mean_absolute_error: 100.3616 Epoch 435/5000 148/148 [==============================] - 0s 34us/step - loss: 8902.4004 - mean_absolute_error: 66.2470 - val_loss: 15948.2808 - val_mean_absolute_error: 100.2645 Epoch 436/5000 148/148 [==============================] - 0s 34us/step - loss: 8887.9678 - mean_absolute_error: 66.2103 - val_loss: 15916.6137 - val_mean_absolute_error: 100.1675 Epoch 437/5000 148/148 [==============================] - 0s 41us/step - loss: 8873.6035 - mean_absolute_error: 66.1736 - val_loss: 15885.1735 - val_mean_absolute_error: 100.0709 Epoch 438/5000 148/148 [==============================] - 0s 27us/step - loss: 8859.3633 - mean_absolute_error: 66.1369 - val_loss: 15853.8640 - val_mean_absolute_error: 99.9743 Epoch 439/5000 148/148 [==============================] - 0s 27us/step - loss: 8845.2168 - mean_absolute_error: 66.1006 - val_loss: 15822.7815 - val_mean_absolute_error: 99.8782 Epoch 440/5000 148/148 [==============================] - 0s 20us/step - loss: 8831.1367 - mean_absolute_error: 66.0644 - val_loss: 15791.8546 - val_mean_absolute_error: 99.7821 Epoch 441/5000 148/148 [==============================] - 0s 27us/step - loss: 8817.1084 - mean_absolute_error: 66.0282 - val_loss: 15761.1343 - val_mean_absolute_error: 99.6863 Epoch 442/5000 148/148 [==============================] - 0s 41us/step - loss: 8803.1553 - mean_absolute_error: 65.9920 - val_loss: 15730.5545 - val_mean_absolute_error: 99.5907 Epoch 443/5000 148/148 [==============================] - 0s 27us/step - loss: 8789.2529 - mean_absolute_error: 65.9559 - val_loss: 15700.1634 - val_mean_absolute_error: 99.4954 Epoch 444/5000 148/148 [==============================] - 0s 34us/step - loss: 8775.4092 - mean_absolute_error: 65.9196 - val_loss: 15669.8673 - val_mean_absolute_error: 99.4000 Epoch 445/5000 148/148 [==============================] - 0s 27us/step - loss: 8761.6016 - mean_absolute_error: 65.8832 - val_loss: 15639.7461 - val_mean_absolute_error: 99.3049 Epoch 446/5000 148/148 [==============================] - 0s 34us/step - loss: 8747.8486 - mean_absolute_error: 65.8468 - val_loss: 15609.7803 - val_mean_absolute_error: 99.2099 Epoch 447/5000 148/148 [==============================] - 0s 27us/step - loss: 8734.1631 - mean_absolute_error: 65.8106 - val_loss: 15579.9793 - val_mean_absolute_error: 99.1152 Epoch 448/5000 148/148 [==============================] - 0s 34us/step - loss: 8720.5342 - mean_absolute_error: 65.7758 - val_loss: 15550.3170 - val_mean_absolute_error: 99.0204 Epoch 449/5000 148/148 [==============================] - 0s 34us/step - loss: 8707.0146 - mean_absolute_error: 65.7413 - val_loss: 15520.8506 - val_mean_absolute_error: 98.9260 Epoch 450/5000 148/148 [==============================] - 0s 34us/step - loss: 8693.5098 - mean_absolute_error: 65.7064 - val_loss: 15491.5382 - val_mean_absolute_error: 98.8319 Epoch 451/5000 148/148 [==============================] - 0s 27us/step - loss: 8680.0664 - mean_absolute_error: 65.6714 - val_loss: 15462.3588 - val_mean_absolute_error: 98.7381 Epoch 452/5000 148/148 [==============================] - 0s 27us/step - loss: 8666.6924 - mean_absolute_error: 65.6365 - val_loss: 15433.2933 - val_mean_absolute_error: 98.6445 Epoch 453/5000 148/148 [==============================] - 0s 34us/step - loss: 8653.3838 - mean_absolute_error: 65.6015 - val_loss: 15404.3303 - val_mean_absolute_error: 98.5508 Epoch 454/5000 148/148 [==============================] - 0s 41us/step - loss: 8640.1152 - mean_absolute_error: 65.5666 - val_loss: 15375.4532 - val_mean_absolute_error: 98.4569 Epoch 455/5000 148/148 [==============================] - 0s 27us/step - loss: 8626.9062 - mean_absolute_error: 65.5319 - val_loss: 15346.6786 - val_mean_absolute_error: 98.3630 Epoch 456/5000 148/148 [==============================] - 0s 41us/step - loss: 8613.7988 - mean_absolute_error: 65.4978 - val_loss: 15317.9947 - val_mean_absolute_error: 98.2691 Epoch 457/5000 148/148 [==============================] - 0s 34us/step - loss: 8600.7383 - mean_absolute_error: 65.4639 - val_loss: 15289.3939 - val_mean_absolute_error: 98.1750 Epoch 458/5000 148/148 [==============================] - 0s 27us/step - loss: 8587.7158 - mean_absolute_error: 65.4302 - val_loss: 15260.8871 - val_mean_absolute_error: 98.0809 Epoch 459/5000 148/148 [==============================] - 0s 27us/step - loss: 8574.7295 - mean_absolute_error: 65.3965 - val_loss: 15232.4945 - val_mean_absolute_error: 97.9867 Epoch 460/5000 148/148 [==============================] - 0s 34us/step - loss: 8561.7891 - mean_absolute_error: 65.3632 - val_loss: 15204.2179 - val_mean_absolute_error: 97.8927 Epoch 461/5000 148/148 [==============================] - 0s 27us/step - loss: 8548.8721 - mean_absolute_error: 65.3302 - val_loss: 15176.0736 - val_mean_absolute_error: 97.7987 Epoch 462/5000 148/148 [==============================] - 0s 34us/step - loss: 8535.9814 - mean_absolute_error: 65.2970 - val_loss: 15148.0410 - val_mean_absolute_error: 97.7049 Epoch 463/5000 148/148 [==============================] - 0s 34us/step - loss: 8523.1279 - mean_absolute_error: 65.2638 - val_loss: 15120.1352 - val_mean_absolute_error: 97.6111 Epoch 464/5000 148/148 [==============================] - 0s 34us/step - loss: 8510.3076 - mean_absolute_error: 65.2304 - val_loss: 15092.3879 - val_mean_absolute_error: 97.5176 Epoch 465/5000 148/148 [==============================] - 0s 27us/step - loss: 8497.5410 - mean_absolute_error: 65.1971 - val_loss: 15064.7593 - val_mean_absolute_error: 97.4242 Epoch 466/5000 148/148 [==============================] - 0s 34us/step - loss: 8484.8037 - mean_absolute_error: 65.1636 - val_loss: 15037.2371 - val_mean_absolute_error: 97.3307 Epoch 467/5000 148/148 [==============================] - 0s 27us/step - loss: 8472.1094 - mean_absolute_error: 65.1299 - val_loss: 15009.8733 - val_mean_absolute_error: 97.2374 Epoch 468/5000 148/148 [==============================] - 0s 27us/step - loss: 8459.4668 - mean_absolute_error: 65.0962 - val_loss: 14982.6433 - val_mean_absolute_error: 97.1443 Epoch 469/5000 148/148 [==============================] - 0s 47us/step - loss: 8446.8643 - mean_absolute_error: 65.0624 - val_loss: 14955.5708 - val_mean_absolute_error: 97.0515 Epoch 470/5000 148/148 [==============================] - 0s 34us/step - loss: 8434.3203 - mean_absolute_error: 65.0288 - val_loss: 14928.6373 - val_mean_absolute_error: 96.9594 Epoch 471/5000 148/148 [==============================] - 0s 41us/step - loss: 8421.7549 - mean_absolute_error: 64.9949 - val_loss: 14901.7864 - val_mean_absolute_error: 96.8675 Epoch 472/5000 148/148 [==============================] - 0s 34us/step - loss: 8409.1318 - mean_absolute_error: 64.9607 - val_loss: 14875.0058 - val_mean_absolute_error: 96.7759 Epoch 473/5000 148/148 [==============================] - 0s 34us/step - loss: 8396.4365 - mean_absolute_error: 64.9261 - val_loss: 14848.3470 - val_mean_absolute_error: 96.6844 Epoch 474/5000 148/148 [==============================] - 0s 34us/step - loss: 8383.7656 - mean_absolute_error: 64.8914 - val_loss: 14821.8178 - val_mean_absolute_error: 96.5930 Epoch 475/5000 148/148 [==============================] - 0s 41us/step - loss: 8371.1260 - mean_absolute_error: 64.8567 - val_loss: 14795.3811 - val_mean_absolute_error: 96.5017 Epoch 476/5000 148/148 [==============================] - 0s 27us/step - loss: 8358.5020 - mean_absolute_error: 64.8220 - val_loss: 14769.0895 - val_mean_absolute_error: 96.4108 Epoch 477/5000 148/148 [==============================] - 0s 34us/step - loss: 8345.9102 - mean_absolute_error: 64.7872 - val_loss: 14742.9020 - val_mean_absolute_error: 96.3199 Epoch 478/5000 148/148 [==============================] - 0s 27us/step - loss: 8333.3340 - mean_absolute_error: 64.7522 - val_loss: 14716.8341 - val_mean_absolute_error: 96.2293 Epoch 479/5000 148/148 [==============================] - 0s 47us/step - loss: 8320.7852 - mean_absolute_error: 64.7170 - val_loss: 14690.9234 - val_mean_absolute_error: 96.1389 Epoch 480/5000 148/148 [==============================] - 0s 41us/step - loss: 8308.3320 - mean_absolute_error: 64.6846 - val_loss: 14665.1508 - val_mean_absolute_error: 96.0489 Epoch 481/5000 148/148 [==============================] - 0s 41us/step - loss: 8295.9346 - mean_absolute_error: 64.6522 - val_loss: 14639.5166 - val_mean_absolute_error: 95.9591 Epoch 482/5000 148/148 [==============================] - 0s 47us/step - loss: 8283.5889 - mean_absolute_error: 64.6197 - val_loss: 14613.9825 - val_mean_absolute_error: 95.8693 Epoch 483/5000 148/148 [==============================] - 0s 41us/step - loss: 8271.2871 - mean_absolute_error: 64.5871 - val_loss: 14588.5658 - val_mean_absolute_error: 95.7796 Epoch 484/5000 148/148 [==============================] - 0s 34us/step - loss: 8259.0303 - mean_absolute_error: 64.5544 - val_loss: 14563.3160 - val_mean_absolute_error: 95.6900 Epoch 485/5000 148/148 [==============================] - 0s 34us/step - loss: 8246.8291 - mean_absolute_error: 64.5217 - val_loss: 14538.2041 - val_mean_absolute_error: 95.6007 Epoch 486/5000 148/148 [==============================] - 0s 34us/step - loss: 8234.6670 - mean_absolute_error: 64.4888 - val_loss: 14513.2196 - val_mean_absolute_error: 95.5116 Epoch 487/5000 148/148 [==============================] - 0s 27us/step - loss: 8222.5449 - mean_absolute_error: 64.4557 - val_loss: 14488.3629 - val_mean_absolute_error: 95.4226 Epoch 488/5000 148/148 [==============================] - 0s 34us/step - loss: 8210.4697 - mean_absolute_error: 64.4226 - val_loss: 14463.6113 - val_mean_absolute_error: 95.3336 Epoch 489/5000 148/148 [==============================] - 0s 34us/step - loss: 8198.4053 - mean_absolute_error: 64.3891 - val_loss: 14438.9848 - val_mean_absolute_error: 95.2448 Epoch 490/5000 148/148 [==============================] - 0s 27us/step - loss: 8186.3926 - mean_absolute_error: 64.3555 - val_loss: 14414.3788 - val_mean_absolute_error: 95.1555 Epoch 491/5000 148/148 [==============================] - 0s 34us/step - loss: 8174.4189 - mean_absolute_error: 64.3219 - val_loss: 14389.9095 - val_mean_absolute_error: 95.0665 Epoch 492/5000 148/148 [==============================] - 0s 27us/step - loss: 8162.4932 - mean_absolute_error: 64.2881 - val_loss: 14365.5577 - val_mean_absolute_error: 94.9776 Epoch 493/5000 148/148 [==============================] - 0s 34us/step - loss: 8150.6064 - mean_absolute_error: 64.2543 - val_loss: 14341.3173 - val_mean_absolute_error: 94.8888 Epoch 494/5000 148/148 [==============================] - 0s 41us/step - loss: 8138.7578 - mean_absolute_error: 64.2204 - val_loss: 14317.1799 - val_mean_absolute_error: 94.8002 Epoch 495/5000 148/148 [==============================] - 0s 34us/step - loss: 8126.9375 - mean_absolute_error: 64.1863 - val_loss: 14293.1157 - val_mean_absolute_error: 94.7116 Epoch 496/5000 148/148 [==============================] - 0s 27us/step - loss: 8115.1577 - mean_absolute_error: 64.1521 - val_loss: 14269.2052 - val_mean_absolute_error: 94.6233 Epoch 497/5000 148/148 [==============================] - 0s 34us/step - loss: 8103.4258 - mean_absolute_error: 64.1180 - val_loss: 14245.4330 - val_mean_absolute_error: 94.5349 Epoch 498/5000 148/148 [==============================] - 0s 34us/step - loss: 8091.7339 - mean_absolute_error: 64.0843 - val_loss: 14221.8069 - val_mean_absolute_error: 94.4469 Epoch 499/5000 148/148 [==============================] - 0s 27us/step - loss: 8080.0859 - mean_absolute_error: 64.0507 - val_loss: 14198.3257 - val_mean_absolute_error: 94.3592 Epoch 500/5000 148/148 [==============================] - 0s 34us/step - loss: 8068.4604 - mean_absolute_error: 64.0168 - val_loss: 14174.9488 - val_mean_absolute_error: 94.2714 Epoch 501/5000 148/148 [==============================] - 0s 27us/step - loss: 8056.8682 - mean_absolute_error: 63.9828 - val_loss: 14151.7089 - val_mean_absolute_error: 94.1839 Epoch 502/5000 148/148 [==============================] - 0s 27us/step - loss: 8045.3140 - mean_absolute_error: 63.9486 - val_loss: 14128.4446 - val_mean_absolute_error: 94.0960 Epoch 503/5000 148/148 [==============================] - 0s 27us/step - loss: 8033.7861 - mean_absolute_error: 63.9144 - val_loss: 14105.3343 - val_mean_absolute_error: 94.0085 Epoch 504/5000 148/148 [==============================] - 0s 34us/step - loss: 8022.3125 - mean_absolute_error: 63.8802 - val_loss: 14082.3196 - val_mean_absolute_error: 93.9212 Epoch 505/5000 148/148 [==============================] - 0s 20us/step - loss: 8010.8701 - mean_absolute_error: 63.8460 - val_loss: 14059.3627 - val_mean_absolute_error: 93.8338 Epoch 506/5000 148/148 [==============================] - 0s 34us/step - loss: 7999.4639 - mean_absolute_error: 63.8117 - val_loss: 14036.4239 - val_mean_absolute_error: 93.7462 Epoch 507/5000 148/148 [==============================] - 0s 34us/step - loss: 7988.1021 - mean_absolute_error: 63.7774 - val_loss: 14013.6057 - val_mean_absolute_error: 93.6587 Epoch 508/5000 148/148 [==============================] - 0s 27us/step - loss: 7976.7812 - mean_absolute_error: 63.7432 - val_loss: 13990.9462 - val_mean_absolute_error: 93.5717 Epoch 509/5000 148/148 [==============================] - 0s 34us/step - loss: 7965.5244 - mean_absolute_error: 63.7093 - val_loss: 13968.4372 - val_mean_absolute_error: 93.4851 Epoch 510/5000 148/148 [==============================] - 0s 34us/step - loss: 7954.3174 - mean_absolute_error: 63.6754 - val_loss: 13946.0411 - val_mean_absolute_error: 93.3986 Epoch 511/5000 148/148 [==============================] - 0s 27us/step - loss: 7943.1504 - mean_absolute_error: 63.6414 - val_loss: 13923.7167 - val_mean_absolute_error: 93.3122 Epoch 512/5000 148/148 [==============================] - 0s 41us/step - loss: 7932.0625 - mean_absolute_error: 63.6076 - val_loss: 13901.5302 - val_mean_absolute_error: 93.2266 Epoch 513/5000 148/148 [==============================] - 0s 34us/step - loss: 7921.0415 - mean_absolute_error: 63.5738 - val_loss: 13879.5042 - val_mean_absolute_error: 93.1422 Epoch 514/5000 148/148 [==============================] - 0s 34us/step - loss: 7910.0601 - mean_absolute_error: 63.5399 - val_loss: 13857.6528 - val_mean_absolute_error: 93.0583 Epoch 515/5000 148/148 [==============================] - 0s 34us/step - loss: 7899.1377 - mean_absolute_error: 63.5064 - val_loss: 13835.7708 - val_mean_absolute_error: 92.9743 Epoch 516/5000 148/148 [==============================] - 0s 34us/step - loss: 7888.2803 - mean_absolute_error: 63.4730 - val_loss: 13814.0320 - val_mean_absolute_error: 92.8906 Epoch 517/5000 148/148 [==============================] - 0s 34us/step - loss: 7877.4629 - mean_absolute_error: 63.4397 - val_loss: 13792.4309 - val_mean_absolute_error: 92.8072 Epoch 518/5000 148/148 [==============================] - 0s 34us/step - loss: 7866.6733 - mean_absolute_error: 63.4066 - val_loss: 13770.9266 - val_mean_absolute_error: 92.7240 Epoch 519/5000 148/148 [==============================] - 0s 27us/step - loss: 7855.8574 - mean_absolute_error: 63.3747 - val_loss: 13749.3897 - val_mean_absolute_error: 92.6401 Epoch 520/5000 148/148 [==============================] - 0s 34us/step - loss: 7845.0566 - mean_absolute_error: 63.3427 - val_loss: 13727.9118 - val_mean_absolute_error: 92.5563 Epoch 521/5000 148/148 [==============================] - 0s 27us/step - loss: 7834.3091 - mean_absolute_error: 63.3108 - val_loss: 13706.5221 - val_mean_absolute_error: 92.4725 Epoch 522/5000 148/148 [==============================] - 0s 34us/step - loss: 7823.6055 - mean_absolute_error: 63.2790 - val_loss: 13685.2750 - val_mean_absolute_error: 92.3891 Epoch 523/5000 148/148 [==============================] - 0s 41us/step - loss: 7812.9399 - mean_absolute_error: 63.2472 - val_loss: 13664.1610 - val_mean_absolute_error: 92.3061 Epoch 524/5000 148/148 [==============================] - 0s 27us/step - loss: 7802.3066 - mean_absolute_error: 63.2154 - val_loss: 13643.1814 - val_mean_absolute_error: 92.2235 Epoch 525/5000 148/148 [==============================] - 0s 41us/step - loss: 7791.7046 - mean_absolute_error: 63.1836 - val_loss: 13622.3295 - val_mean_absolute_error: 92.1412 Epoch 526/5000 148/148 [==============================] - 0s 27us/step - loss: 7781.1377 - mean_absolute_error: 63.1518 - val_loss: 13601.6058 - val_mean_absolute_error: 92.0593 Epoch 527/5000 148/148 [==============================] - 0s 34us/step - loss: 7770.6089 - mean_absolute_error: 63.1201 - val_loss: 13581.0048 - val_mean_absolute_error: 91.9777 Epoch 528/5000 148/148 [==============================] - 0s 34us/step - loss: 7760.1064 - mean_absolute_error: 63.0884 - val_loss: 13560.5448 - val_mean_absolute_error: 91.8965 Epoch 529/5000 148/148 [==============================] - 0s 27us/step - loss: 7749.6504 - mean_absolute_error: 63.0567 - val_loss: 13540.1596 - val_mean_absolute_error: 91.8156 Epoch 530/5000 148/148 [==============================] - 0s 34us/step - loss: 7739.2607 - mean_absolute_error: 63.0253 - val_loss: 13519.8625 - val_mean_absolute_error: 91.7348 Epoch 531/5000 148/148 [==============================] - 0s 34us/step - loss: 7728.8784 - mean_absolute_error: 62.9935 - val_loss: 13499.6095 - val_mean_absolute_error: 91.6554 Epoch 532/5000 148/148 [==============================] - 0s 34us/step - loss: 7718.7432 - mean_absolute_error: 62.9630 - val_loss: 13479.4533 - val_mean_absolute_error: 91.5767 Epoch 533/5000 148/148 [==============================] - 0s 34us/step - loss: 7708.7109 - mean_absolute_error: 62.9327 - val_loss: 13459.4709 - val_mean_absolute_error: 91.4984 Epoch 534/5000 148/148 [==============================] - 0s 34us/step - loss: 7698.7266 - mean_absolute_error: 62.9024 - val_loss: 13439.6925 - val_mean_absolute_error: 91.4206 Epoch 535/5000 148/148 [==============================] - 0s 34us/step - loss: 7688.7788 - mean_absolute_error: 62.8720 - val_loss: 13420.0458 - val_mean_absolute_error: 91.3428 Epoch 536/5000 148/148 [==============================] - 0s 34us/step - loss: 7678.8643 - mean_absolute_error: 62.8414 - val_loss: 13400.5508 - val_mean_absolute_error: 91.2651 Epoch 537/5000 148/148 [==============================] - 0s 34us/step - loss: 7668.9814 - mean_absolute_error: 62.8108 - val_loss: 13381.2157 - val_mean_absolute_error: 91.1878 Epoch 538/5000 148/148 [==============================] - 0s 27us/step - loss: 7659.1353 - mean_absolute_error: 62.7800 - val_loss: 13361.9262 - val_mean_absolute_error: 91.1104 Epoch 539/5000 148/148 [==============================] - 0s 27us/step - loss: 7649.2407 - mean_absolute_error: 62.7489 - val_loss: 13342.6116 - val_mean_absolute_error: 91.0327 Epoch 540/5000 148/148 [==============================] - 0s 27us/step - loss: 7639.2949 - mean_absolute_error: 62.7173 - val_loss: 13323.3853 - val_mean_absolute_error: 90.9550 Epoch 541/5000 148/148 [==============================] - 0s 34us/step - loss: 7629.3394 - mean_absolute_error: 62.6855 - val_loss: 13304.3048 - val_mean_absolute_error: 90.8777 Epoch 542/5000 148/148 [==============================] - 0s 34us/step - loss: 7619.3936 - mean_absolute_error: 62.6534 - val_loss: 13285.3664 - val_mean_absolute_error: 90.8007 Epoch 543/5000 148/148 [==============================] - 0s 34us/step - loss: 7609.4570 - mean_absolute_error: 62.6211 - val_loss: 13266.5693 - val_mean_absolute_error: 90.7241 Epoch 544/5000 148/148 [==============================] - 0s 27us/step - loss: 7599.5415 - mean_absolute_error: 62.5887 - val_loss: 13247.8611 - val_mean_absolute_error: 90.6478 Epoch 545/5000 148/148 [==============================] - 0s 34us/step - loss: 7589.6797 - mean_absolute_error: 62.5564 - val_loss: 13229.2569 - val_mean_absolute_error: 90.5718 Epoch 546/5000 148/148 [==============================] - 0s 34us/step - loss: 7579.8267 - mean_absolute_error: 62.5237 - val_loss: 13210.7470 - val_mean_absolute_error: 90.4960 Epoch 547/5000 148/148 [==============================] - 0s 34us/step - loss: 7569.9956 - mean_absolute_error: 62.4909 - val_loss: 13192.3410 - val_mean_absolute_error: 90.4204 Epoch 548/5000 148/148 [==============================] - 0s 34us/step - loss: 7560.1611 - mean_absolute_error: 62.4578 - val_loss: 13174.0548 - val_mean_absolute_error: 90.3451 Epoch 549/5000 148/148 [==============================] - 0s 27us/step - loss: 7550.3369 - mean_absolute_error: 62.4246 - val_loss: 13155.7908 - val_mean_absolute_error: 90.2699 Epoch 550/5000 148/148 [==============================] - 0s 34us/step - loss: 7540.5068 - mean_absolute_error: 62.3909 - val_loss: 13137.5689 - val_mean_absolute_error: 90.1947 Epoch 551/5000 148/148 [==============================] - 0s 34us/step - loss: 7530.6528 - mean_absolute_error: 62.3567 - val_loss: 13119.4754 - val_mean_absolute_error: 90.1198 Epoch 552/5000 148/148 [==============================] - 0s 27us/step - loss: 7520.8184 - mean_absolute_error: 62.3225 - val_loss: 13101.4618 - val_mean_absolute_error: 90.0452 Epoch 553/5000 148/148 [==============================] - 0s 34us/step - loss: 7510.9976 - mean_absolute_error: 62.2881 - val_loss: 13083.5782 - val_mean_absolute_error: 89.9709 Epoch 554/5000 148/148 [==============================] - 0s 34us/step - loss: 7501.2202 - mean_absolute_error: 62.2538 - val_loss: 13065.8030 - val_mean_absolute_error: 89.8969 Epoch 555/5000 148/148 [==============================] - 0s 34us/step - loss: 7491.4883 - mean_absolute_error: 62.2196 - val_loss: 13048.1515 - val_mean_absolute_error: 89.8232 Epoch 556/5000 148/148 [==============================] - 0s 34us/step - loss: 7481.7705 - mean_absolute_error: 62.1851 - val_loss: 13030.5545 - val_mean_absolute_error: 89.7496 Epoch 557/5000 148/148 [==============================] - 0s 34us/step - loss: 7472.0684 - mean_absolute_error: 62.1506 - val_loss: 13013.0110 - val_mean_absolute_error: 89.6760 Epoch 558/5000 148/148 [==============================] - 0s 27us/step - loss: 7462.3994 - mean_absolute_error: 62.1164 - val_loss: 12995.5395 - val_mean_absolute_error: 89.6027 Epoch 559/5000 148/148 [==============================] - 0s 34us/step - loss: 7452.7549 - mean_absolute_error: 62.0821 - val_loss: 12978.1375 - val_mean_absolute_error: 89.5294 Epoch 560/5000 148/148 [==============================] - 0s 27us/step - loss: 7443.1392 - mean_absolute_error: 62.0478 - val_loss: 12960.8328 - val_mean_absolute_error: 89.4564 Epoch 561/5000 148/148 [==============================] - 0s 34us/step - loss: 7433.5396 - mean_absolute_error: 62.0133 - val_loss: 12943.6494 - val_mean_absolute_error: 89.3838 Epoch 562/5000 148/148 [==============================] - 0s 27us/step - loss: 7423.9673 - mean_absolute_error: 61.9799 - val_loss: 12926.5732 - val_mean_absolute_error: 89.3124 Epoch 563/5000 148/148 [==============================] - 0s 34us/step - loss: 7414.4028 - mean_absolute_error: 61.9480 - val_loss: 12909.6135 - val_mean_absolute_error: 89.2419 Epoch 564/5000 148/148 [==============================] - 0s 27us/step - loss: 7404.8647 - mean_absolute_error: 61.9160 - val_loss: 12892.7429 - val_mean_absolute_error: 89.1716 Epoch 565/5000 148/148 [==============================] - 0s 34us/step - loss: 7395.3481 - mean_absolute_error: 61.8841 - val_loss: 12875.9718 - val_mean_absolute_error: 89.1015 Epoch 566/5000 148/148 [==============================] - 0s 34us/step - loss: 7385.8599 - mean_absolute_error: 61.8521 - val_loss: 12859.3061 - val_mean_absolute_error: 89.0319 Epoch 567/5000 148/148 [==============================] - 0s 27us/step - loss: 7376.3984 - mean_absolute_error: 61.8201 - val_loss: 12842.8222 - val_mean_absolute_error: 88.9644 Epoch 568/5000 148/148 [==============================] - 0s 34us/step - loss: 7366.9712 - mean_absolute_error: 61.7880 - val_loss: 12826.4381 - val_mean_absolute_error: 88.8972 Epoch 569/5000 148/148 [==============================] - 0s 34us/step - loss: 7357.5625 - mean_absolute_error: 61.7558 - val_loss: 12810.1397 - val_mean_absolute_error: 88.8301 Epoch 570/5000 148/148 [==============================] - 0s 27us/step - loss: 7348.1772 - mean_absolute_error: 61.7235 - val_loss: 12793.9285 - val_mean_absolute_error: 88.7631 Epoch 571/5000 148/148 [==============================] - 0s 34us/step - loss: 7338.8081 - mean_absolute_error: 61.6911 - val_loss: 12777.8114 - val_mean_absolute_error: 88.6964 Epoch 572/5000 148/148 [==============================] - 0s 27us/step - loss: 7329.4639 - mean_absolute_error: 61.6586 - val_loss: 12761.7495 - val_mean_absolute_error: 88.6296 Epoch 573/5000 148/148 [==============================] - 0s 34us/step - loss: 7320.1357 - mean_absolute_error: 61.6259 - val_loss: 12745.7467 - val_mean_absolute_error: 88.5629 Epoch 574/5000 148/148 [==============================] - 0s 27us/step - loss: 7310.8311 - mean_absolute_error: 61.5932 - val_loss: 12729.8663 - val_mean_absolute_error: 88.4966 Epoch 575/5000 148/148 [==============================] - 0s 27us/step - loss: 7301.5557 - mean_absolute_error: 61.5605 - val_loss: 12714.0652 - val_mean_absolute_error: 88.4304 Epoch 576/5000 148/148 [==============================] - 0s 27us/step - loss: 7292.3042 - mean_absolute_error: 61.5279 - val_loss: 12698.3791 - val_mean_absolute_error: 88.3647 Epoch 577/5000 148/148 [==============================] - 0s 34us/step - loss: 7283.0796 - mean_absolute_error: 61.4953 - val_loss: 12682.7792 - val_mean_absolute_error: 88.2992 Epoch 578/5000 148/148 [==============================] - 0s 34us/step - loss: 7273.8716 - mean_absolute_error: 61.4637 - val_loss: 12667.2608 - val_mean_absolute_error: 88.2339 Epoch 579/5000 148/148 [==============================] - 0s 34us/step - loss: 7264.6807 - mean_absolute_error: 61.4321 - val_loss: 12651.8338 - val_mean_absolute_error: 88.1688 Epoch 580/5000 148/148 [==============================] - 0s 34us/step - loss: 7255.5127 - mean_absolute_error: 61.4004 - val_loss: 12636.5034 - val_mean_absolute_error: 88.1041 Epoch 581/5000 148/148 [==============================] - 0s 27us/step - loss: 7246.3672 - mean_absolute_error: 61.3687 - val_loss: 12621.2785 - val_mean_absolute_error: 88.0397 Epoch 582/5000 148/148 [==============================] - 0s 47us/step - loss: 7237.2485 - mean_absolute_error: 61.3370 - val_loss: 12606.1324 - val_mean_absolute_error: 87.9756 Epoch 583/5000 148/148 [==============================] - 0s 27us/step - loss: 7228.1724 - mean_absolute_error: 61.3080 - val_loss: 12591.0112 - val_mean_absolute_error: 87.9115 Epoch 584/5000 148/148 [==============================] - 0s 34us/step - loss: 7219.1421 - mean_absolute_error: 61.2803 - val_loss: 12575.9901 - val_mean_absolute_error: 87.8478 Epoch 585/5000 148/148 [==============================] - 0s 27us/step - loss: 7210.1782 - mean_absolute_error: 61.2530 - val_loss: 12561.0428 - val_mean_absolute_error: 87.7844 Epoch 586/5000 148/148 [==============================] - 0s 27us/step - loss: 7201.2671 - mean_absolute_error: 61.2259 - val_loss: 12546.1550 - val_mean_absolute_error: 87.7213 Epoch 587/5000 148/148 [==============================] - 0s 27us/step - loss: 7192.4292 - mean_absolute_error: 61.1991 - val_loss: 12531.3409 - val_mean_absolute_error: 87.6583 Epoch 588/5000 148/148 [==============================] - 0s 34us/step - loss: 7183.6284 - mean_absolute_error: 61.1725 - val_loss: 12516.6537 - val_mean_absolute_error: 87.5959 Epoch 589/5000 148/148 [==============================] - 0s 27us/step - loss: 7174.9165 - mean_absolute_error: 61.1461 - val_loss: 12502.0604 - val_mean_absolute_error: 87.5338 Epoch 590/5000 148/148 [==============================] - 0s 34us/step - loss: 7166.2051 - mean_absolute_error: 61.1196 - val_loss: 12487.5001 - val_mean_absolute_error: 87.4719 Epoch 591/5000 148/148 [==============================] - 0s 34us/step - loss: 7157.5430 - mean_absolute_error: 61.0931 - val_loss: 12472.9896 - val_mean_absolute_error: 87.4101 Epoch 592/5000 148/148 [==============================] - 0s 27us/step - loss: 7148.9053 - mean_absolute_error: 61.0664 - val_loss: 12458.5221 - val_mean_absolute_error: 87.3485 Epoch 593/5000 148/148 [==============================] - 0s 34us/step - loss: 7140.2847 - mean_absolute_error: 61.0395 - val_loss: 12444.1062 - val_mean_absolute_error: 87.2869 Epoch 594/5000 148/148 [==============================] - 0s 34us/step - loss: 7131.6699 - mean_absolute_error: 61.0124 - val_loss: 12429.7781 - val_mean_absolute_error: 87.2257 Epoch 595/5000 148/148 [==============================] - 0s 34us/step - loss: 7123.0708 - mean_absolute_error: 60.9852 - val_loss: 12415.5482 - val_mean_absolute_error: 87.1649 Epoch 596/5000 148/148 [==============================] - 0s 34us/step - loss: 7114.4839 - mean_absolute_error: 60.9580 - val_loss: 12401.3013 - val_mean_absolute_error: 87.1040 Epoch 597/5000 148/148 [==============================] - 0s 34us/step - loss: 7105.9268 - mean_absolute_error: 60.9310 - val_loss: 12387.0486 - val_mean_absolute_error: 87.0427 Epoch 598/5000 148/148 [==============================] - 0s 27us/step - loss: 7097.3945 - mean_absolute_error: 60.9040 - val_loss: 12372.8967 - val_mean_absolute_error: 86.9818 Epoch 599/5000 148/148 [==============================] - 0s 34us/step - loss: 7088.8833 - mean_absolute_error: 60.8771 - val_loss: 12358.8365 - val_mean_absolute_error: 86.9214 Epoch 600/5000 148/148 [==============================] - 0s 41us/step - loss: 7080.4185 - mean_absolute_error: 60.8502 - val_loss: 12344.8318 - val_mean_absolute_error: 86.8613 Epoch 601/5000 148/148 [==============================] - 0s 34us/step - loss: 7072.0322 - mean_absolute_error: 60.8235 - val_loss: 12330.9071 - val_mean_absolute_error: 86.8030 Epoch 602/5000 148/148 [==============================] - 0s 34us/step - loss: 7063.6772 - mean_absolute_error: 60.7969 - val_loss: 12317.0548 - val_mean_absolute_error: 86.7449 Epoch 603/5000 148/148 [==============================] - 0s 27us/step - loss: 7055.3433 - mean_absolute_error: 60.7702 - val_loss: 12303.2832 - val_mean_absolute_error: 86.6870 Epoch 604/5000 148/148 [==============================] - 0s 34us/step - loss: 7047.0386 - mean_absolute_error: 60.7434 - val_loss: 12289.5816 - val_mean_absolute_error: 86.6293 Epoch 605/5000 148/148 [==============================] - 0s 27us/step - loss: 7038.7573 - mean_absolute_error: 60.7165 - val_loss: 12275.9428 - val_mean_absolute_error: 86.5717 Epoch 606/5000 148/148 [==============================] - 0s 34us/step - loss: 7030.4946 - mean_absolute_error: 60.6893 - val_loss: 12262.3528 - val_mean_absolute_error: 86.5142 Epoch 607/5000 148/148 [==============================] - 0s 34us/step - loss: 7022.2549 - mean_absolute_error: 60.6619 - val_loss: 12248.7712 - val_mean_absolute_error: 86.4566 Epoch 608/5000 148/148 [==============================] - 0s 34us/step - loss: 7014.0405 - mean_absolute_error: 60.6345 - val_loss: 12235.2765 - val_mean_absolute_error: 86.3992 Epoch 609/5000 148/148 [==============================] - 0s 34us/step - loss: 7005.8530 - mean_absolute_error: 60.6071 - val_loss: 12221.8107 - val_mean_absolute_error: 86.3418 Epoch 610/5000 148/148 [==============================] - 0s 27us/step - loss: 6997.6885 - mean_absolute_error: 60.5796 - val_loss: 12208.3733 - val_mean_absolute_error: 86.2844 Epoch 611/5000 148/148 [==============================] - 0s 41us/step - loss: 6989.5454 - mean_absolute_error: 60.5520 - val_loss: 12194.8711 - val_mean_absolute_error: 86.2282 Epoch 612/5000 148/148 [==============================] - 0s 34us/step - loss: 6981.4326 - mean_absolute_error: 60.5244 - val_loss: 12181.4109 - val_mean_absolute_error: 86.1725 Epoch 613/5000 148/148 [==============================] - 0s 27us/step - loss: 6973.3320 - mean_absolute_error: 60.4966 - val_loss: 12168.0002 - val_mean_absolute_error: 86.1168 Epoch 614/5000 148/148 [==============================] - 0s 34us/step - loss: 6965.2173 - mean_absolute_error: 60.4683 - val_loss: 12154.6597 - val_mean_absolute_error: 86.0614 Epoch 615/5000 148/148 [==============================] - 0s 27us/step - loss: 6957.1279 - mean_absolute_error: 60.4399 - val_loss: 12141.3815 - val_mean_absolute_error: 86.0061 Epoch 616/5000 148/148 [==============================] - 0s 41us/step - loss: 6949.0576 - mean_absolute_error: 60.4114 - val_loss: 12128.1669 - val_mean_absolute_error: 85.9509 Epoch 617/5000 148/148 [==============================] - 0s 27us/step - loss: 6941.0078 - mean_absolute_error: 60.3827 - val_loss: 12115.0222 - val_mean_absolute_error: 85.8959 Epoch 618/5000 148/148 [==============================] - 0s 34us/step - loss: 6932.9771 - mean_absolute_error: 60.3540 - val_loss: 12101.8759 - val_mean_absolute_error: 85.8416 Epoch 619/5000 148/148 [==============================] - 0s 34us/step - loss: 6924.9658 - mean_absolute_error: 60.3251 - val_loss: 12088.7918 - val_mean_absolute_error: 85.7876 Epoch 620/5000 148/148 [==============================] - 0s 27us/step - loss: 6916.9761 - mean_absolute_error: 60.2961 - val_loss: 12075.7645 - val_mean_absolute_error: 85.7337 Epoch 621/5000 148/148 [==============================] - 0s 27us/step - loss: 6909.0024 - mean_absolute_error: 60.2670 - val_loss: 12062.7680 - val_mean_absolute_error: 85.6798 Epoch 622/5000 148/148 [==============================] - 0s 34us/step - loss: 6901.0518 - mean_absolute_error: 60.2378 - val_loss: 12049.7912 - val_mean_absolute_error: 85.6258 Epoch 623/5000 148/148 [==============================] - 0s 34us/step - loss: 6893.1338 - mean_absolute_error: 60.2087 - val_loss: 12036.8742 - val_mean_absolute_error: 85.5718 Epoch 624/5000 148/148 [==============================] - 0s 27us/step - loss: 6885.2397 - mean_absolute_error: 60.1796 - val_loss: 12024.0226 - val_mean_absolute_error: 85.5182 Epoch 625/5000 148/148 [==============================] - 0s 34us/step - loss: 6877.3608 - mean_absolute_error: 60.1504 - val_loss: 12011.1987 - val_mean_absolute_error: 85.4647 Epoch 626/5000 148/148 [==============================] - 0s 27us/step - loss: 6869.4824 - mean_absolute_error: 60.1212 - val_loss: 11998.4302 - val_mean_absolute_error: 85.4114 Epoch 627/5000 148/148 [==============================] - 0s 34us/step - loss: 6861.5757 - mean_absolute_error: 60.0917 - val_loss: 11985.6977 - val_mean_absolute_error: 85.3582 Epoch 628/5000 148/148 [==============================] - 0s 34us/step - loss: 6853.6743 - mean_absolute_error: 60.0620 - val_loss: 11973.0263 - val_mean_absolute_error: 85.3052 Epoch 629/5000 148/148 [==============================] - 0s 34us/step - loss: 6845.7285 - mean_absolute_error: 60.0321 - val_loss: 11960.3990 - val_mean_absolute_error: 85.2523 Epoch 630/5000 148/148 [==============================] - 0s 27us/step - loss: 6837.7744 - mean_absolute_error: 60.0020 - val_loss: 11947.7529 - val_mean_absolute_error: 85.1992 Epoch 631/5000 148/148 [==============================] - 0s 27us/step - loss: 6829.8384 - mean_absolute_error: 59.9720 - val_loss: 11935.1422 - val_mean_absolute_error: 85.1461 Epoch 632/5000 148/148 [==============================] - 0s 34us/step - loss: 6821.9170 - mean_absolute_error: 59.9420 - val_loss: 11922.5642 - val_mean_absolute_error: 85.0929 Epoch 633/5000 148/148 [==============================] - 0s 27us/step - loss: 6814.0171 - mean_absolute_error: 59.9120 - val_loss: 11910.0168 - val_mean_absolute_error: 85.0397 Epoch 634/5000 148/148 [==============================] - 0s 41us/step - loss: 6806.1265 - mean_absolute_error: 59.8820 - val_loss: 11897.5124 - val_mean_absolute_error: 84.9866 Epoch 635/5000 148/148 [==============================] - 0s 34us/step - loss: 6798.2593 - mean_absolute_error: 59.8524 - val_loss: 11885.0471 - val_mean_absolute_error: 84.9335 Epoch 636/5000 148/148 [==============================] - 0s 34us/step - loss: 6790.3945 - mean_absolute_error: 59.8226 - val_loss: 11872.6315 - val_mean_absolute_error: 84.8807 Epoch 637/5000 148/148 [==============================] - 0s 34us/step - loss: 6782.5352 - mean_absolute_error: 59.7926 - val_loss: 11860.2658 - val_mean_absolute_error: 84.8281 Epoch 638/5000 148/148 [==============================] - 0s 41us/step - loss: 6774.6704 - mean_absolute_error: 59.7624 - val_loss: 11847.9724 - val_mean_absolute_error: 84.7759 Epoch 639/5000 148/148 [==============================] - 0s 34us/step - loss: 6766.8062 - mean_absolute_error: 59.7320 - val_loss: 11835.7523 - val_mean_absolute_error: 84.7240 Epoch 640/5000 148/148 [==============================] - 0s 34us/step - loss: 6758.9702 - mean_absolute_error: 59.7015 - val_loss: 11823.6283 - val_mean_absolute_error: 84.6725 Epoch 641/5000 148/148 [==============================] - 0s 34us/step - loss: 6751.2251 - mean_absolute_error: 59.6713 - val_loss: 11811.5923 - val_mean_absolute_error: 84.6215 Epoch 642/5000 148/148 [==============================] - 0s 27us/step - loss: 6743.5068 - mean_absolute_error: 59.6411 - val_loss: 11799.6007 - val_mean_absolute_error: 84.5706 Epoch 643/5000 148/148 [==============================] - 0s 34us/step - loss: 6735.8091 - mean_absolute_error: 59.6108 - val_loss: 11787.6284 - val_mean_absolute_error: 84.5197 Epoch 644/5000 148/148 [==============================] - 0s 34us/step - loss: 6728.0601 - mean_absolute_error: 59.5803 - val_loss: 11775.7260 - val_mean_absolute_error: 84.4694 Epoch 645/5000 148/148 [==============================] - 0s 34us/step - loss: 6720.2129 - mean_absolute_error: 59.5494 - val_loss: 11763.8839 - val_mean_absolute_error: 84.4193 Epoch 646/5000 148/148 [==============================] - 0s 34us/step - loss: 6712.3647 - mean_absolute_error: 59.5185 - val_loss: 11752.0733 - val_mean_absolute_error: 84.3695 Epoch 647/5000 148/148 [==============================] - 0s 47us/step - loss: 6704.5029 - mean_absolute_error: 59.4873 - val_loss: 11740.3033 - val_mean_absolute_error: 84.3198 Epoch 648/5000 148/148 [==============================] - 0s 34us/step - loss: 6696.6470 - mean_absolute_error: 59.4560 - val_loss: 11728.5906 - val_mean_absolute_error: 84.2704 Epoch 649/5000 148/148 [==============================] - 0s 41us/step - loss: 6688.7954 - mean_absolute_error: 59.4245 - val_loss: 11716.9020 - val_mean_absolute_error: 84.2209 Epoch 650/5000 148/148 [==============================] - 0s 34us/step - loss: 6680.9521 - mean_absolute_error: 59.3929 - val_loss: 11705.2490 - val_mean_absolute_error: 84.1718 Epoch 651/5000 148/148 [==============================] - 0s 34us/step - loss: 6673.1143 - mean_absolute_error: 59.3612 - val_loss: 11693.6424 - val_mean_absolute_error: 84.1228 Epoch 652/5000 148/148 [==============================] - 0s 34us/step - loss: 6665.2871 - mean_absolute_error: 59.3294 - val_loss: 11682.1280 - val_mean_absolute_error: 84.0740 Epoch 653/5000 148/148 [==============================] - 0s 34us/step - loss: 6657.4761 - mean_absolute_error: 59.2976 - val_loss: 11670.6948 - val_mean_absolute_error: 84.0256 Epoch 654/5000 148/148 [==============================] - 0s 41us/step - loss: 6649.6621 - mean_absolute_error: 59.2657 - val_loss: 11659.3475 - val_mean_absolute_error: 83.9776 Epoch 655/5000 148/148 [==============================] - 0s 34us/step - loss: 6641.8545 - mean_absolute_error: 59.2341 - val_loss: 11648.0792 - val_mean_absolute_error: 83.9298 Epoch 656/5000 148/148 [==============================] - 0s 34us/step - loss: 6634.0771 - mean_absolute_error: 59.2025 - val_loss: 11636.8630 - val_mean_absolute_error: 83.8822 Epoch 657/5000 148/148 [==============================] - 0s 34us/step - loss: 6626.3149 - mean_absolute_error: 59.1708 - val_loss: 11625.7137 - val_mean_absolute_error: 83.8349 Epoch 658/5000 148/148 [==============================] - 0s 27us/step - loss: 6618.5938 - mean_absolute_error: 59.1393 - val_loss: 11614.6240 - val_mean_absolute_error: 83.7878 Epoch 659/5000 148/148 [==============================] - 0s 27us/step - loss: 6610.9834 - mean_absolute_error: 59.1082 - val_loss: 11603.6066 - val_mean_absolute_error: 83.7409 Epoch 660/5000 148/148 [==============================] - 0s 41us/step - loss: 6603.4053 - mean_absolute_error: 59.0772 - val_loss: 11592.6545 - val_mean_absolute_error: 83.6942 Epoch 661/5000 148/148 [==============================] - 0s 34us/step - loss: 6595.8354 - mean_absolute_error: 59.0461 - val_loss: 11581.7741 - val_mean_absolute_error: 83.6479 Epoch 662/5000 148/148 [==============================] - 0s 27us/step - loss: 6588.2808 - mean_absolute_error: 59.0149 - val_loss: 11570.8935 - val_mean_absolute_error: 83.6017 Epoch 663/5000 148/148 [==============================] - 0s 41us/step - loss: 6580.7451 - mean_absolute_error: 58.9837 - val_loss: 11560.0375 - val_mean_absolute_error: 83.5555 Epoch 664/5000 148/148 [==============================] - 0s 34us/step - loss: 6573.2261 - mean_absolute_error: 58.9524 - val_loss: 11549.2567 - val_mean_absolute_error: 83.5095 Epoch 665/5000 148/148 [==============================] - 0s 34us/step - loss: 6565.7207 - mean_absolute_error: 58.9211 - val_loss: 11538.5512 - val_mean_absolute_error: 83.4638 Epoch 666/5000 148/148 [==============================] - 0s 27us/step - loss: 6558.2256 - mean_absolute_error: 58.8898 - val_loss: 11527.9002 - val_mean_absolute_error: 83.4182 Epoch 667/5000 148/148 [==============================] - 0s 34us/step - loss: 6550.7451 - mean_absolute_error: 58.8584 - val_loss: 11517.2802 - val_mean_absolute_error: 83.3726 Epoch 668/5000 148/148 [==============================] - 0s 41us/step - loss: 6543.2817 - mean_absolute_error: 58.8269 - val_loss: 11506.7032 - val_mean_absolute_error: 83.3271 Epoch 669/5000 148/148 [==============================] - 0s 34us/step - loss: 6535.8438 - mean_absolute_error: 58.7955 - val_loss: 11496.1364 - val_mean_absolute_error: 83.2815 Epoch 670/5000 148/148 [==============================] - 0s 34us/step - loss: 6528.4253 - mean_absolute_error: 58.7641 - val_loss: 11485.5964 - val_mean_absolute_error: 83.2359 Epoch 671/5000 148/148 [==============================] - 0s 41us/step - loss: 6521.0171 - mean_absolute_error: 58.7326 - val_loss: 11475.0751 - val_mean_absolute_error: 83.1904 Epoch 672/5000 148/148 [==============================] - 0s 41us/step - loss: 6513.6152 - mean_absolute_error: 58.7011 - val_loss: 11464.4744 - val_mean_absolute_error: 83.1446 Epoch 673/5000 148/148 [==============================] - 0s 41us/step - loss: 6506.2090 - mean_absolute_error: 58.6693 - val_loss: 11453.8701 - val_mean_absolute_error: 83.0989 Epoch 674/5000 148/148 [==============================] - 0s 34us/step - loss: 6498.8169 - mean_absolute_error: 58.6377 - val_loss: 11443.3069 - val_mean_absolute_error: 83.0534 Epoch 675/5000 148/148 [==============================] - 0s 34us/step - loss: 6491.4438 - mean_absolute_error: 58.6062 - val_loss: 11432.7808 - val_mean_absolute_error: 83.0080 Epoch 676/5000 148/148 [==============================] - 0s 41us/step - loss: 6484.0962 - mean_absolute_error: 58.5748 - val_loss: 11422.3568 - val_mean_absolute_error: 82.9627 Epoch 677/5000 148/148 [==============================] - 0s 34us/step - loss: 6476.7734 - mean_absolute_error: 58.5433 - val_loss: 11411.9804 - val_mean_absolute_error: 82.9173 Epoch 678/5000 148/148 [==============================] - 0s 34us/step - loss: 6469.4678 - mean_absolute_error: 58.5120 - val_loss: 11401.6410 - val_mean_absolute_error: 82.8720 Epoch 679/5000 148/148 [==============================] - 0s 34us/step - loss: 6462.1758 - mean_absolute_error: 58.4806 - val_loss: 11391.3388 - val_mean_absolute_error: 82.8267 Epoch 680/5000 148/148 [==============================] - 0s 41us/step - loss: 6454.8994 - mean_absolute_error: 58.4491 - val_loss: 11381.0739 - val_mean_absolute_error: 82.7814 Epoch 681/5000 148/148 [==============================] - 0s 41us/step - loss: 6447.6431 - mean_absolute_error: 58.4179 - val_loss: 11370.8616 - val_mean_absolute_error: 82.7363 Epoch 682/5000 148/148 [==============================] - 0s 41us/step - loss: 6440.3970 - mean_absolute_error: 58.3867 - val_loss: 11360.6983 - val_mean_absolute_error: 82.6913 Epoch 683/5000 148/148 [==============================] - 0s 34us/step - loss: 6433.1675 - mean_absolute_error: 58.3556 - val_loss: 11350.5545 - val_mean_absolute_error: 82.6463 Epoch 684/5000 148/148 [==============================] - 0s 34us/step - loss: 6425.9644 - mean_absolute_error: 58.3245 - val_loss: 11340.3883 - val_mean_absolute_error: 82.6012 Epoch 685/5000 148/148 [==============================] - 0s 34us/step - loss: 6418.7725 - mean_absolute_error: 58.2933 - val_loss: 11330.1651 - val_mean_absolute_error: 82.5559 Epoch 686/5000 148/148 [==============================] - 0s 41us/step - loss: 6411.5986 - mean_absolute_error: 58.2621 - val_loss: 11319.9358 - val_mean_absolute_error: 82.5107 Epoch 687/5000 148/148 [==============================] - 0s 34us/step - loss: 6404.4268 - mean_absolute_error: 58.2309 - val_loss: 11309.7493 - val_mean_absolute_error: 82.4657 Epoch 688/5000 148/148 [==============================] - 0s 41us/step - loss: 6397.2744 - mean_absolute_error: 58.1996 - val_loss: 11299.5828 - val_mean_absolute_error: 82.4213 Epoch 689/5000 148/148 [==============================] - 0s 40us/step - loss: 6390.1333 - mean_absolute_error: 58.1684 - val_loss: 11289.3744 - val_mean_absolute_error: 82.3773 Epoch 690/5000 148/148 [==============================] - 0s 34us/step - loss: 6382.9609 - mean_absolute_error: 58.1369 - val_loss: 11279.1645 - val_mean_absolute_error: 82.3334 Epoch 691/5000 148/148 [==============================] - 0s 27us/step - loss: 6375.8389 - mean_absolute_error: 58.1057 - val_loss: 11268.9416 - val_mean_absolute_error: 82.2894 Epoch 692/5000 148/148 [==============================] - 0s 27us/step - loss: 6368.7637 - mean_absolute_error: 58.0748 - val_loss: 11258.7479 - val_mean_absolute_error: 82.2458 Epoch 693/5000 148/148 [==============================] - 0s 34us/step - loss: 6361.6426 - mean_absolute_error: 58.0437 - val_loss: 11248.6539 - val_mean_absolute_error: 82.2028 Epoch 694/5000 148/148 [==============================] - 0s 27us/step - loss: 6354.4727 - mean_absolute_error: 58.0125 - val_loss: 11238.6389 - val_mean_absolute_error: 82.1602 Epoch 695/5000 148/148 [==============================] - 0s 34us/step - loss: 6347.3115 - mean_absolute_error: 57.9813 - val_loss: 11228.6850 - val_mean_absolute_error: 82.1181 Epoch 696/5000 148/148 [==============================] - 0s 41us/step - loss: 6340.1533 - mean_absolute_error: 57.9498 - val_loss: 11218.7667 - val_mean_absolute_error: 82.0762 Epoch 697/5000 148/148 [==============================] - 0s 41us/step - loss: 6333.0020 - mean_absolute_error: 57.9184 - val_loss: 11208.9157 - val_mean_absolute_error: 82.0346 Epoch 698/5000 148/148 [==============================] - 0s 27us/step - loss: 6325.8242 - mean_absolute_error: 57.8868 - val_loss: 11199.1070 - val_mean_absolute_error: 81.9933 Epoch 699/5000 148/148 [==============================] - 0s 27us/step - loss: 6318.6196 - mean_absolute_error: 57.8548 - val_loss: 11189.3937 - val_mean_absolute_error: 81.9527 Epoch 700/5000 148/148 [==============================] - 0s 41us/step - loss: 6311.3955 - mean_absolute_error: 57.8225 - val_loss: 11179.7424 - val_mean_absolute_error: 81.9125 Epoch 701/5000 148/148 [==============================] - 0s 34us/step - loss: 6304.1567 - mean_absolute_error: 57.7898 - val_loss: 11170.1709 - val_mean_absolute_error: 81.8728 Epoch 702/5000 148/148 [==============================] - 0s 20us/step - loss: 6296.8984 - mean_absolute_error: 57.7566 - val_loss: 11160.6205 - val_mean_absolute_error: 81.8331 Epoch 703/5000 148/148 [==============================] - 0s 41us/step - loss: 6289.7349 - mean_absolute_error: 57.7235 - val_loss: 11151.0112 - val_mean_absolute_error: 81.7931 Epoch 704/5000 148/148 [==============================] - 0s 27us/step - loss: 6282.6333 - mean_absolute_error: 57.6906 - val_loss: 11141.3943 - val_mean_absolute_error: 81.7528 Epoch 705/5000 148/148 [==============================] - 0s 20us/step - loss: 6275.5693 - mean_absolute_error: 57.6576 - val_loss: 11131.7294 - val_mean_absolute_error: 81.7122 Epoch 706/5000 148/148 [==============================] - 0s 34us/step - loss: 6268.5176 - mean_absolute_error: 57.6244 - val_loss: 11122.0874 - val_mean_absolute_error: 81.6715 Epoch 707/5000 148/148 [==============================] - 0s 27us/step - loss: 6261.4736 - mean_absolute_error: 57.5909 - val_loss: 11112.4458 - val_mean_absolute_error: 81.6305 Epoch 708/5000 148/148 [==============================] - 0s 27us/step - loss: 6254.4673 - mean_absolute_error: 57.5573 - val_loss: 11102.7259 - val_mean_absolute_error: 81.5891 Epoch 709/5000 148/148 [==============================] - 0s 27us/step - loss: 6247.4736 - mean_absolute_error: 57.5234 - val_loss: 11092.9807 - val_mean_absolute_error: 81.5473 Epoch 710/5000 148/148 [==============================] - 0s 34us/step - loss: 6240.4580 - mean_absolute_error: 57.4889 - val_loss: 11083.2534 - val_mean_absolute_error: 81.5053 Epoch 711/5000 148/148 [==============================] - 0s 34us/step - loss: 6233.4482 - mean_absolute_error: 57.4543 - val_loss: 11073.5063 - val_mean_absolute_error: 81.4634 Epoch 712/5000 148/148 [==============================] - 0s 34us/step - loss: 6226.4482 - mean_absolute_error: 57.4195 - val_loss: 11063.7353 - val_mean_absolute_error: 81.4214 Epoch 713/5000 148/148 [==============================] - 0s 27us/step - loss: 6219.4585 - mean_absolute_error: 57.3846 - val_loss: 11053.9740 - val_mean_absolute_error: 81.3793 Epoch 714/5000 148/148 [==============================] - 0s 34us/step - loss: 6212.4546 - mean_absolute_error: 57.3494 - val_loss: 11044.1933 - val_mean_absolute_error: 81.3371 Epoch 715/5000 148/148 [==============================] - 0s 27us/step - loss: 6205.4380 - mean_absolute_error: 57.3140 - val_loss: 11034.3926 - val_mean_absolute_error: 81.2947 Epoch 716/5000 148/148 [==============================] - 0s 34us/step - loss: 6198.4272 - mean_absolute_error: 57.2784 - val_loss: 11024.5687 - val_mean_absolute_error: 81.2520 Epoch 717/5000 148/148 [==============================] - 0s 34us/step - loss: 6191.4185 - mean_absolute_error: 57.2427 - val_loss: 11014.7002 - val_mean_absolute_error: 81.2087 Epoch 718/5000 148/148 [==============================] - 0s 34us/step - loss: 6184.4185 - mean_absolute_error: 57.2069 - val_loss: 11004.8424 - val_mean_absolute_error: 81.1653 Epoch 719/5000 148/148 [==============================] - 0s 27us/step - loss: 6177.4258 - mean_absolute_error: 57.1711 - val_loss: 10994.9855 - val_mean_absolute_error: 81.1219 Epoch 720/5000 148/148 [==============================] - 0s 34us/step - loss: 6170.4370 - mean_absolute_error: 57.1359 - val_loss: 10985.1233 - val_mean_absolute_error: 81.0784 Epoch 721/5000 148/148 [==============================] - 0s 34us/step - loss: 6163.4702 - mean_absolute_error: 57.1011 - val_loss: 10975.2489 - val_mean_absolute_error: 81.0349 Epoch 722/5000 148/148 [==============================] - 0s 27us/step - loss: 6156.5942 - mean_absolute_error: 57.0668 - val_loss: 10965.4105 - val_mean_absolute_error: 80.9914 Epoch 723/5000 148/148 [==============================] - 0s 27us/step - loss: 6149.7524 - mean_absolute_error: 57.0326 - val_loss: 10955.6026 - val_mean_absolute_error: 80.9479 Epoch 724/5000 148/148 [==============================] - 0s 41us/step - loss: 6142.9204 - mean_absolute_error: 56.9985 - val_loss: 10945.8369 - val_mean_absolute_error: 80.9047 Epoch 725/5000 148/148 [==============================] - 0s 27us/step - loss: 6136.1084 - mean_absolute_error: 56.9644 - val_loss: 10936.1307 - val_mean_absolute_error: 80.8618 Epoch 726/5000 148/148 [==============================] - 0s 34us/step - loss: 6129.3057 - mean_absolute_error: 56.9302 - val_loss: 10926.4804 - val_mean_absolute_error: 80.8190 Epoch 727/5000 148/148 [==============================] - 0s 34us/step - loss: 6122.5103 - mean_absolute_error: 56.8960 - val_loss: 10916.8872 - val_mean_absolute_error: 80.7765 Epoch 728/5000 148/148 [==============================] - 0s 27us/step - loss: 6115.7485 - mean_absolute_error: 56.8620 - val_loss: 10907.3274 - val_mean_absolute_error: 80.7340 Epoch 729/5000 148/148 [==============================] - 0s 34us/step - loss: 6109.0010 - mean_absolute_error: 56.8280 - val_loss: 10897.6632 - val_mean_absolute_error: 80.6915 Epoch 730/5000 148/148 [==============================] - 0s 41us/step - loss: 6102.2642 - mean_absolute_error: 56.7940 - val_loss: 10887.9973 - val_mean_absolute_error: 80.6490 Epoch 731/5000 148/148 [==============================] - 0s 27us/step - loss: 6095.5371 - mean_absolute_error: 56.7599 - val_loss: 10878.3883 - val_mean_absolute_error: 80.6067 Epoch 732/5000 148/148 [==============================] - 0s 34us/step - loss: 6088.8550 - mean_absolute_error: 56.7257 - val_loss: 10868.8226 - val_mean_absolute_error: 80.5645 Epoch 733/5000 148/148 [==============================] - 0s 27us/step - loss: 6082.1846 - mean_absolute_error: 56.6916 - val_loss: 10859.3037 - val_mean_absolute_error: 80.5225 Epoch 734/5000 148/148 [==============================] - 0s 27us/step - loss: 6075.4824 - mean_absolute_error: 56.6571 - val_loss: 10849.8321 - val_mean_absolute_error: 80.4807 Epoch 735/5000 148/148 [==============================] - 0s 34us/step - loss: 6068.7764 - mean_absolute_error: 56.6224 - val_loss: 10840.3731 - val_mean_absolute_error: 80.4389 Epoch 736/5000 148/148 [==============================] - 0s 34us/step - loss: 6062.0923 - mean_absolute_error: 56.5878 - val_loss: 10830.9216 - val_mean_absolute_error: 80.3970 Epoch 737/5000 148/148 [==============================] - 0s 34us/step - loss: 6055.4272 - mean_absolute_error: 56.5533 - val_loss: 10821.4554 - val_mean_absolute_error: 80.3549 Epoch 738/5000 148/148 [==============================] - 0s 27us/step - loss: 6048.7690 - mean_absolute_error: 56.5187 - val_loss: 10812.0273 - val_mean_absolute_error: 80.3129 Epoch 739/5000 148/148 [==============================] - 0s 34us/step - loss: 6042.1489 - mean_absolute_error: 56.4845 - val_loss: 10802.6974 - val_mean_absolute_error: 80.2714 Epoch 740/5000 148/148 [==============================] - 0s 27us/step - loss: 6035.5488 - mean_absolute_error: 56.4505 - val_loss: 10793.4181 - val_mean_absolute_error: 80.2302 Epoch 741/5000 148/148 [==============================] - 0s 34us/step - loss: 6028.9712 - mean_absolute_error: 56.4167 - val_loss: 10784.1746 - val_mean_absolute_error: 80.1889 Epoch 742/5000 148/148 [==============================] - 0s 34us/step - loss: 6022.4194 - mean_absolute_error: 56.3830 - val_loss: 10774.9232 - val_mean_absolute_error: 80.1475 Epoch 743/5000 148/148 [==============================] - 0s 27us/step - loss: 6015.8452 - mean_absolute_error: 56.3491 - val_loss: 10765.7043 - val_mean_absolute_error: 80.1063 Epoch 744/5000 148/148 [==============================] - 0s 27us/step - loss: 6009.2500 - mean_absolute_error: 56.3152 - val_loss: 10756.4797 - val_mean_absolute_error: 80.0652 Epoch 745/5000 148/148 [==============================] - 0s 34us/step - loss: 6002.6694 - mean_absolute_error: 56.2816 - val_loss: 10747.2623 - val_mean_absolute_error: 80.0241 Epoch 746/5000 148/148 [==============================] - 0s 34us/step - loss: 5996.0962 - mean_absolute_error: 56.2480 - val_loss: 10738.0622 - val_mean_absolute_error: 79.9831 Epoch 747/5000 148/148 [==============================] - 0s 27us/step - loss: 5989.5444 - mean_absolute_error: 56.2143 - val_loss: 10728.8633 - val_mean_absolute_error: 79.9420 Epoch 748/5000 148/148 [==============================] - 0s 34us/step - loss: 5983.0620 - mean_absolute_error: 56.1809 - val_loss: 10719.6745 - val_mean_absolute_error: 79.9009 Epoch 749/5000 148/148 [==============================] - 0s 34us/step - loss: 5976.5806 - mean_absolute_error: 56.1477 - val_loss: 10710.5297 - val_mean_absolute_error: 79.8598 Epoch 750/5000 148/148 [==============================] - 0s 27us/step - loss: 5970.1138 - mean_absolute_error: 56.1145 - val_loss: 10701.4112 - val_mean_absolute_error: 79.8187 Epoch 751/5000 148/148 [==============================] - 0s 41us/step - loss: 5963.6558 - mean_absolute_error: 56.0813 - val_loss: 10692.3215 - val_mean_absolute_error: 79.7778 Epoch 752/5000 148/148 [==============================] - 0s 34us/step - loss: 5957.2104 - mean_absolute_error: 56.0481 - val_loss: 10683.2232 - val_mean_absolute_error: 79.7368 Epoch 753/5000 148/148 [==============================] - 0s 27us/step - loss: 5950.8286 - mean_absolute_error: 56.0151 - val_loss: 10674.0649 - val_mean_absolute_error: 79.6952 Epoch 754/5000 148/148 [==============================] - 0s 34us/step - loss: 5944.5068 - mean_absolute_error: 55.9822 - val_loss: 10664.9205 - val_mean_absolute_error: 79.6537 Epoch 755/5000 148/148 [==============================] - 0s 34us/step - loss: 5938.2222 - mean_absolute_error: 55.9492 - val_loss: 10655.8094 - val_mean_absolute_error: 79.6122 Epoch 756/5000 148/148 [==============================] - 0s 34us/step - loss: 5931.9575 - mean_absolute_error: 55.9163 - val_loss: 10646.7546 - val_mean_absolute_error: 79.5708 Epoch 757/5000 148/148 [==============================] - 0s 27us/step - loss: 5925.7158 - mean_absolute_error: 55.8832 - val_loss: 10637.7710 - val_mean_absolute_error: 79.5296 Epoch 758/5000 148/148 [==============================] - 0s 34us/step - loss: 5919.4873 - mean_absolute_error: 55.8501 - val_loss: 10628.8372 - val_mean_absolute_error: 79.4884 Epoch 759/5000 148/148 [==============================] - 0s 34us/step - loss: 5913.3037 - mean_absolute_error: 55.8170 - val_loss: 10619.9365 - val_mean_absolute_error: 79.4472 Epoch 760/5000 148/148 [==============================] - 0s 27us/step - loss: 5907.1714 - mean_absolute_error: 55.7840 - val_loss: 10611.0949 - val_mean_absolute_error: 79.4060 Epoch 761/5000 148/148 [==============================] - 0s 41us/step - loss: 5901.0508 - mean_absolute_error: 55.7511 - val_loss: 10602.2859 - val_mean_absolute_error: 79.3650 Epoch 762/5000 148/148 [==============================] - 0s 27us/step - loss: 5894.9453 - mean_absolute_error: 55.7181 - val_loss: 10593.4068 - val_mean_absolute_error: 79.3237 Epoch 763/5000 148/148 [==============================] - 0s 34us/step - loss: 5888.8438 - mean_absolute_error: 55.6848 - val_loss: 10584.5290 - val_mean_absolute_error: 79.2820 Epoch 764/5000 148/148 [==============================] - 0s 34us/step - loss: 5882.7617 - mean_absolute_error: 55.6515 - val_loss: 10575.6771 - val_mean_absolute_error: 79.2403 Epoch 765/5000 148/148 [==============================] - 0s 34us/step - loss: 5876.7080 - mean_absolute_error: 55.6180 - val_loss: 10566.8389 - val_mean_absolute_error: 79.1984 Epoch 766/5000 148/148 [==============================] - 0s 34us/step - loss: 5870.6592 - mean_absolute_error: 55.5842 - val_loss: 10557.9993 - val_mean_absolute_error: 79.1566 Epoch 767/5000 148/148 [==============================] - 0s 34us/step - loss: 5864.6211 - mean_absolute_error: 55.5503 - val_loss: 10549.1578 - val_mean_absolute_error: 79.1146 Epoch 768/5000 148/148 [==============================] - 0s 27us/step - loss: 5858.6025 - mean_absolute_error: 55.5164 - val_loss: 10540.3328 - val_mean_absolute_error: 79.0727 Epoch 769/5000 148/148 [==============================] - 0s 34us/step - loss: 5852.6411 - mean_absolute_error: 55.4827 - val_loss: 10531.5603 - val_mean_absolute_error: 79.0309 Epoch 770/5000 148/148 [==============================] - 0s 34us/step - loss: 5846.6914 - mean_absolute_error: 55.4492 - val_loss: 10522.8470 - val_mean_absolute_error: 78.9893 Epoch 771/5000 148/148 [==============================] - 0s 41us/step - loss: 5840.7515 - mean_absolute_error: 55.4158 - val_loss: 10514.2014 - val_mean_absolute_error: 78.9480 Epoch 772/5000 148/148 [==============================] - 0s 34us/step - loss: 5834.8267 - mean_absolute_error: 55.3825 - val_loss: 10505.6198 - val_mean_absolute_error: 78.9069 Epoch 773/5000 148/148 [==============================] - 0s 41us/step - loss: 5828.9194 - mean_absolute_error: 55.3492 - val_loss: 10497.0470 - val_mean_absolute_error: 78.8657 Epoch 774/5000 148/148 [==============================] - 0s 47us/step - loss: 5823.0303 - mean_absolute_error: 55.3158 - val_loss: 10488.5255 - val_mean_absolute_error: 78.8246 Epoch 775/5000 148/148 [==============================] - 0s 41us/step - loss: 5817.2290 - mean_absolute_error: 55.2824 - val_loss: 10480.0760 - val_mean_absolute_error: 78.7838 Epoch 776/5000 148/148 [==============================] - 0s 27us/step - loss: 5811.5034 - mean_absolute_error: 55.2492 - val_loss: 10471.6801 - val_mean_absolute_error: 78.7430 Epoch 777/5000 148/148 [==============================] - 0s 41us/step - loss: 5805.8618 - mean_absolute_error: 55.2163 - val_loss: 10463.4063 - val_mean_absolute_error: 78.7027 Epoch 778/5000 148/148 [==============================] - 0s 27us/step - loss: 5800.2383 - mean_absolute_error: 55.1834 - val_loss: 10455.2674 - val_mean_absolute_error: 78.6631 Epoch 779/5000 148/148 [==============================] - 0s 34us/step - loss: 5794.6670 - mean_absolute_error: 55.1509 - val_loss: 10447.1951 - val_mean_absolute_error: 78.6236 Epoch 780/5000 148/148 [==============================] - 0s 34us/step - loss: 5789.1558 - mean_absolute_error: 55.1185 - val_loss: 10439.1970 - val_mean_absolute_error: 78.5843 Epoch 781/5000 148/148 [==============================] - 0s 27us/step - loss: 5783.6626 - mean_absolute_error: 55.0861 - val_loss: 10431.2637 - val_mean_absolute_error: 78.5451 Epoch 782/5000 148/148 [==============================] - 0s 27us/step - loss: 5778.1855 - mean_absolute_error: 55.0542 - val_loss: 10423.3773 - val_mean_absolute_error: 78.5060 Epoch 783/5000 148/148 [==============================] - 0s 34us/step - loss: 5772.7173 - mean_absolute_error: 55.0230 - val_loss: 10415.5212 - val_mean_absolute_error: 78.4669 Epoch 784/5000 148/148 [==============================] - 0s 27us/step - loss: 5767.2686 - mean_absolute_error: 54.9917 - val_loss: 10407.6835 - val_mean_absolute_error: 78.4279 Epoch 785/5000 148/148 [==============================] - 0s 41us/step - loss: 5761.8403 - mean_absolute_error: 54.9606 - val_loss: 10399.9032 - val_mean_absolute_error: 78.3891 Epoch 786/5000 148/148 [==============================] - 0s 27us/step - loss: 5756.4209 - mean_absolute_error: 54.9294 - val_loss: 10392.1510 - val_mean_absolute_error: 78.3503 Epoch 787/5000 148/148 [==============================] - 0s 27us/step - loss: 5751.0132 - mean_absolute_error: 54.8982 - val_loss: 10384.4720 - val_mean_absolute_error: 78.3118 Epoch 788/5000 148/148 [==============================] - 0s 41us/step - loss: 5745.6255 - mean_absolute_error: 54.8671 - val_loss: 10376.8723 - val_mean_absolute_error: 78.2735 Epoch 789/5000 148/148 [==============================] - 0s 27us/step - loss: 5740.2485 - mean_absolute_error: 54.8360 - val_loss: 10369.2640 - val_mean_absolute_error: 78.2351 Epoch 790/5000 148/148 [==============================] - 0s 27us/step - loss: 5734.8784 - mean_absolute_error: 54.8049 - val_loss: 10361.6651 - val_mean_absolute_error: 78.1965 Epoch 791/5000 148/148 [==============================] - 0s 41us/step - loss: 5729.5264 - mean_absolute_error: 54.7738 - val_loss: 10354.0686 - val_mean_absolute_error: 78.1577 Epoch 792/5000 148/148 [==============================] - 0s 27us/step - loss: 5724.1792 - mean_absolute_error: 54.7426 - val_loss: 10346.4978 - val_mean_absolute_error: 78.1190 Epoch 793/5000 148/148 [==============================] - 0s 20us/step - loss: 5718.8423 - mean_absolute_error: 54.7115 - val_loss: 10339.0228 - val_mean_absolute_error: 78.0806 Epoch 794/5000 148/148 [==============================] - 0s 34us/step - loss: 5713.5181 - mean_absolute_error: 54.6803 - val_loss: 10331.6024 - val_mean_absolute_error: 78.0424 Epoch 795/5000 148/148 [==============================] - 0s 34us/step - loss: 5708.2227 - mean_absolute_error: 54.6493 - val_loss: 10324.1997 - val_mean_absolute_error: 78.0042 Epoch 796/5000 148/148 [==============================] - 0s 27us/step - loss: 5702.9517 - mean_absolute_error: 54.6182 - val_loss: 10316.7993 - val_mean_absolute_error: 77.9661 Epoch 797/5000 148/148 [==============================] - 0s 27us/step - loss: 5697.6826 - mean_absolute_error: 54.5871 - val_loss: 10309.4796 - val_mean_absolute_error: 77.9283 Epoch 798/5000 148/148 [==============================] - 0s 34us/step - loss: 5692.4233 - mean_absolute_error: 54.5561 - val_loss: 10302.2344 - val_mean_absolute_error: 77.8908 Epoch 799/5000 148/148 [==============================] - 0s 27us/step - loss: 5687.1655 - mean_absolute_error: 54.5250 - val_loss: 10295.0066 - val_mean_absolute_error: 77.8536 Epoch 800/5000 148/148 [==============================] - 0s 34us/step - loss: 5681.9326 - mean_absolute_error: 54.4940 - val_loss: 10287.6640 - val_mean_absolute_error: 77.8160 Epoch 801/5000 148/148 [==============================] - 0s 34us/step - loss: 5676.7080 - mean_absolute_error: 54.4630 - val_loss: 10280.3563 - val_mean_absolute_error: 77.7785 Epoch 802/5000 148/148 [==============================] - 0s 27us/step - loss: 5671.4863 - mean_absolute_error: 54.4319 - val_loss: 10273.1402 - val_mean_absolute_error: 77.7414 Epoch 803/5000 148/148 [==============================] - 0s 34us/step - loss: 5666.2734 - mean_absolute_error: 54.4007 - val_loss: 10266.0105 - val_mean_absolute_error: 77.7048 Epoch 804/5000 148/148 [==============================] - 0s 34us/step - loss: 5661.0640 - mean_absolute_error: 54.3696 - val_loss: 10258.8986 - val_mean_absolute_error: 77.6684 Epoch 805/5000 148/148 [==============================] - 0s 27us/step - loss: 5655.8745 - mean_absolute_error: 54.3385 - val_loss: 10251.8366 - val_mean_absolute_error: 77.6323 Epoch 806/5000 148/148 [==============================] - 0s 34us/step - loss: 5650.6982 - mean_absolute_error: 54.3074 - val_loss: 10244.8240 - val_mean_absolute_error: 77.5964 Epoch 807/5000 148/148 [==============================] - 0s 27us/step - loss: 5645.5303 - mean_absolute_error: 54.2763 - val_loss: 10237.8008 - val_mean_absolute_error: 77.5604 Epoch 808/5000 148/148 [==============================] - 0s 34us/step - loss: 5640.3755 - mean_absolute_error: 54.2453 - val_loss: 10230.8463 - val_mean_absolute_error: 77.5243 Epoch 809/5000 148/148 [==============================] - 0s 27us/step - loss: 5635.2515 - mean_absolute_error: 54.2145 - val_loss: 10223.9014 - val_mean_absolute_error: 77.4883 Epoch 810/5000 148/148 [==============================] - 0s 27us/step - loss: 5630.1343 - mean_absolute_error: 54.1837 - val_loss: 10216.9878 - val_mean_absolute_error: 77.4524 Epoch 811/5000 148/148 [==============================] - 0s 34us/step - loss: 5625.0459 - mean_absolute_error: 54.1531 - val_loss: 10210.1429 - val_mean_absolute_error: 77.4168 Epoch 812/5000 148/148 [==============================] - 0s 34us/step - loss: 5619.9634 - mean_absolute_error: 54.1224 - val_loss: 10203.3018 - val_mean_absolute_error: 77.3810 Epoch 813/5000 148/148 [==============================] - 0s 27us/step - loss: 5614.8950 - mean_absolute_error: 54.0919 - val_loss: 10196.4271 - val_mean_absolute_error: 77.3450 Epoch 814/5000 148/148 [==============================] - 0s 41us/step - loss: 5609.8164 - mean_absolute_error: 54.0613 - val_loss: 10189.5873 - val_mean_absolute_error: 77.3092 Epoch 815/5000 148/148 [==============================] - 0s 34us/step - loss: 5604.7573 - mean_absolute_error: 54.0324 - val_loss: 10182.8069 - val_mean_absolute_error: 77.2738 Epoch 816/5000 148/148 [==============================] - 0s 41us/step - loss: 5599.7080 - mean_absolute_error: 54.0049 - val_loss: 10176.0277 - val_mean_absolute_error: 77.2386 Epoch 817/5000 148/148 [==============================] - 0s 34us/step - loss: 5594.6782 - mean_absolute_error: 53.9776 - val_loss: 10169.2726 - val_mean_absolute_error: 77.2035 Epoch 818/5000 148/148 [==============================] - 0s 41us/step - loss: 5589.6514 - mean_absolute_error: 53.9501 - val_loss: 10162.5139 - val_mean_absolute_error: 77.1683 Epoch 819/5000 148/148 [==============================] - 0s 41us/step - loss: 5584.6284 - mean_absolute_error: 53.9226 - val_loss: 10155.7690 - val_mean_absolute_error: 77.1330 Epoch 820/5000 148/148 [==============================] - 0s 34us/step - loss: 5579.6108 - mean_absolute_error: 53.8950 - val_loss: 10149.0642 - val_mean_absolute_error: 77.0979 Epoch 821/5000 148/148 [==============================] - 0s 27us/step - loss: 5574.6045 - mean_absolute_error: 53.8675 - val_loss: 10142.4148 - val_mean_absolute_error: 77.0632 Epoch 822/5000 148/148 [==============================] - 0s 41us/step - loss: 5569.6079 - mean_absolute_error: 53.8401 - val_loss: 10135.7946 - val_mean_absolute_error: 77.0286 Epoch 823/5000 148/148 [==============================] - 0s 34us/step - loss: 5564.6177 - mean_absolute_error: 53.8127 - val_loss: 10129.1480 - val_mean_absolute_error: 76.9938 Epoch 824/5000 148/148 [==============================] - 0s 34us/step - loss: 5559.6416 - mean_absolute_error: 53.7853 - val_loss: 10122.5459 - val_mean_absolute_error: 76.9593 Epoch 825/5000 148/148 [==============================] - 0s 34us/step - loss: 5554.6660 - mean_absolute_error: 53.7578 - val_loss: 10115.9840 - val_mean_absolute_error: 76.9249 Epoch 826/5000 148/148 [==============================] - 0s 41us/step - loss: 5549.6890 - mean_absolute_error: 53.7302 - val_loss: 10109.4257 - val_mean_absolute_error: 76.8903 Epoch 827/5000 148/148 [==============================] - 0s 34us/step - loss: 5544.7188 - mean_absolute_error: 53.7025 - val_loss: 10102.8298 - val_mean_absolute_error: 76.8555 Epoch 828/5000 148/148 [==============================] - 0s 27us/step - loss: 5539.7549 - mean_absolute_error: 53.6747 - val_loss: 10096.1591 - val_mean_absolute_error: 76.8203 Epoch 829/5000 148/148 [==============================] - 0s 27us/step - loss: 5534.8027 - mean_absolute_error: 53.6467 - val_loss: 10089.4637 - val_mean_absolute_error: 76.7852 Epoch 830/5000 148/148 [==============================] - 0s 27us/step - loss: 5529.8423 - mean_absolute_error: 53.6185 - val_loss: 10082.7677 - val_mean_absolute_error: 76.7498 Epoch 831/5000 148/148 [==============================] - 0s 27us/step - loss: 5524.8887 - mean_absolute_error: 53.5903 - val_loss: 10076.0505 - val_mean_absolute_error: 76.7144 Epoch 832/5000 148/148 [==============================] - 0s 34us/step - loss: 5519.9424 - mean_absolute_error: 53.5621 - val_loss: 10069.3488 - val_mean_absolute_error: 76.6788 Epoch 833/5000 148/148 [==============================] - 0s 27us/step - loss: 5514.9995 - mean_absolute_error: 53.5338 - val_loss: 10062.6320 - val_mean_absolute_error: 76.6430 Epoch 834/5000 148/148 [==============================] - 0s 27us/step - loss: 5510.0601 - mean_absolute_error: 53.5054 - val_loss: 10055.9182 - val_mean_absolute_error: 76.6070 Epoch 835/5000 148/148 [==============================] - 0s 41us/step - loss: 5505.1235 - mean_absolute_error: 53.4770 - val_loss: 10049.1508 - val_mean_absolute_error: 76.5707 Epoch 836/5000 148/148 [==============================] - 0s 34us/step - loss: 5500.1958 - mean_absolute_error: 53.4485 - val_loss: 10042.4011 - val_mean_absolute_error: 76.5345 Epoch 837/5000 148/148 [==============================] - 0s 27us/step - loss: 5495.2754 - mean_absolute_error: 53.4201 - val_loss: 10035.6352 - val_mean_absolute_error: 76.4981 Epoch 838/5000 148/148 [==============================] - 0s 41us/step - loss: 5490.3657 - mean_absolute_error: 53.3918 - val_loss: 10028.8540 - val_mean_absolute_error: 76.4617 Epoch 839/5000 148/148 [==============================] - 0s 34us/step - loss: 5485.4536 - mean_absolute_error: 53.3634 - val_loss: 10022.0968 - val_mean_absolute_error: 76.4255 Epoch 840/5000 148/148 [==============================] - 0s 27us/step - loss: 5480.5610 - mean_absolute_error: 53.3351 - val_loss: 10015.3049 - val_mean_absolute_error: 76.3890 Epoch 841/5000 148/148 [==============================] - 0s 34us/step - loss: 5475.6709 - mean_absolute_error: 53.3066 - val_loss: 10008.5113 - val_mean_absolute_error: 76.3524 Epoch 842/5000 148/148 [==============================] - 0s 34us/step - loss: 5470.7842 - mean_absolute_error: 53.2781 - val_loss: 10001.7166 - val_mean_absolute_error: 76.3159 Epoch 843/5000 148/148 [==============================] - 0s 27us/step - loss: 5465.9170 - mean_absolute_error: 53.2496 - val_loss: 9994.9286 - val_mean_absolute_error: 76.2795 Epoch 844/5000 148/148 [==============================] - 0s 34us/step - loss: 5461.0430 - mean_absolute_error: 53.2208 - val_loss: 9988.1356 - val_mean_absolute_error: 76.2430 Epoch 845/5000 148/148 [==============================] - 0s 34us/step - loss: 5456.1680 - mean_absolute_error: 53.1921 - val_loss: 9981.3499 - val_mean_absolute_error: 76.2066 Epoch 846/5000 148/148 [==============================] - 0s 34us/step - loss: 5451.2954 - mean_absolute_error: 53.1633 - val_loss: 9974.6467 - val_mean_absolute_error: 76.1705 Epoch 847/5000 148/148 [==============================] - 0s 34us/step - loss: 5446.4404 - mean_absolute_error: 53.1346 - val_loss: 9967.9527 - val_mean_absolute_error: 76.1343 Epoch 848/5000 148/148 [==============================] - 0s 41us/step - loss: 5441.5859 - mean_absolute_error: 53.1057 - val_loss: 9961.3241 - val_mean_absolute_error: 76.0985 Epoch 849/5000 148/148 [==============================] - 0s 34us/step - loss: 5436.7378 - mean_absolute_error: 53.0769 - val_loss: 9954.7588 - val_mean_absolute_error: 76.0629 Epoch 850/5000 148/148 [==============================] - 0s 34us/step - loss: 5431.9033 - mean_absolute_error: 53.0480 - val_loss: 9948.2026 - val_mean_absolute_error: 76.0275 Epoch 851/5000 148/148 [==============================] - 0s 27us/step - loss: 5427.0728 - mean_absolute_error: 53.0191 - val_loss: 9941.6458 - val_mean_absolute_error: 75.9922 Epoch 852/5000 148/148 [==============================] - 0s 34us/step - loss: 5422.2397 - mean_absolute_error: 52.9903 - val_loss: 9935.0995 - val_mean_absolute_error: 75.9570 Epoch 853/5000 148/148 [==============================] - 0s 34us/step - loss: 5417.4375 - mean_absolute_error: 52.9615 - val_loss: 9928.5702 - val_mean_absolute_error: 75.9227 Epoch 854/5000 148/148 [==============================] - 0s 27us/step - loss: 5412.6572 - mean_absolute_error: 52.9330 - val_loss: 9922.0202 - val_mean_absolute_error: 75.8885 Epoch 855/5000 148/148 [==============================] - 0s 34us/step - loss: 5407.8740 - mean_absolute_error: 52.9048 - val_loss: 9915.4973 - val_mean_absolute_error: 75.8543 Epoch 856/5000 148/148 [==============================] - 0s 34us/step - loss: 5403.1045 - mean_absolute_error: 52.8768 - val_loss: 9908.9981 - val_mean_absolute_error: 75.8201 Epoch 857/5000 148/148 [==============================] - 0s 27us/step - loss: 5398.3384 - mean_absolute_error: 52.8489 - val_loss: 9902.5211 - val_mean_absolute_error: 75.7860 Epoch 858/5000 148/148 [==============================] - 0s 34us/step - loss: 5393.5767 - mean_absolute_error: 52.8210 - val_loss: 9896.0136 - val_mean_absolute_error: 75.7518 Epoch 859/5000 148/148 [==============================] - 0s 34us/step - loss: 5388.8462 - mean_absolute_error: 52.7933 - val_loss: 9889.4296 - val_mean_absolute_error: 75.7178 Epoch 860/5000 148/148 [==============================] - 0s 34us/step - loss: 5384.1099 - mean_absolute_error: 52.7657 - val_loss: 9882.9285 - val_mean_absolute_error: 75.6844 Epoch 861/5000 148/148 [==============================] - 0s 34us/step - loss: 5379.3584 - mean_absolute_error: 52.7380 - val_loss: 9876.4782 - val_mean_absolute_error: 75.6515 Epoch 862/5000 148/148 [==============================] - 0s 34us/step - loss: 5374.6074 - mean_absolute_error: 52.7103 - val_loss: 9870.0107 - val_mean_absolute_error: 75.6186 Epoch 863/5000 148/148 [==============================] - 0s 34us/step - loss: 5369.8613 - mean_absolute_error: 52.6827 - val_loss: 9863.6201 - val_mean_absolute_error: 75.5859 Epoch 864/5000 148/148 [==============================] - 0s 27us/step - loss: 5365.1182 - mean_absolute_error: 52.6549 - val_loss: 9857.2993 - val_mean_absolute_error: 75.5533 Epoch 865/5000 148/148 [==============================] - 0s 27us/step - loss: 5360.3848 - mean_absolute_error: 52.6270 - val_loss: 9851.1305 - val_mean_absolute_error: 75.5211 Epoch 866/5000 148/148 [==============================] - 0s 34us/step - loss: 5355.6392 - mean_absolute_error: 52.5988 - val_loss: 9845.0678 - val_mean_absolute_error: 75.4890 Epoch 867/5000 148/148 [==============================] - 0s 27us/step - loss: 5350.8540 - mean_absolute_error: 52.5702 - val_loss: 9839.0412 - val_mean_absolute_error: 75.4568 Epoch 868/5000 148/148 [==============================] - 0s 27us/step - loss: 5346.0391 - mean_absolute_error: 52.5414 - val_loss: 9833.0484 - val_mean_absolute_error: 75.4248 Epoch 869/5000 148/148 [==============================] - 0s 41us/step - loss: 5341.2246 - mean_absolute_error: 52.5125 - val_loss: 9826.9765 - val_mean_absolute_error: 75.3923 Epoch 870/5000 148/148 [==============================] - 0s 34us/step - loss: 5336.4180 - mean_absolute_error: 52.4839 - val_loss: 9820.8643 - val_mean_absolute_error: 75.3599 Epoch 871/5000 148/148 [==============================] - 0s 34us/step - loss: 5331.5303 - mean_absolute_error: 52.4550 - val_loss: 9814.7795 - val_mean_absolute_error: 75.3276 Epoch 872/5000 148/148 [==============================] - 0s 41us/step - loss: 5326.5591 - mean_absolute_error: 52.4257 - val_loss: 9808.7915 - val_mean_absolute_error: 75.2958 Epoch 873/5000 148/148 [==============================] - 0s 34us/step - loss: 5321.5596 - mean_absolute_error: 52.3962 - val_loss: 9802.9149 - val_mean_absolute_error: 75.2643 Epoch 874/5000 148/148 [==============================] - 0s 34us/step - loss: 5316.5322 - mean_absolute_error: 52.3664 - val_loss: 9797.1393 - val_mean_absolute_error: 75.2333 Epoch 875/5000 148/148 [==============================] - 0s 27us/step - loss: 5311.4648 - mean_absolute_error: 52.3364 - val_loss: 9791.4087 - val_mean_absolute_error: 75.2024 Epoch 876/5000 148/148 [==============================] - 0s 34us/step - loss: 5306.3643 - mean_absolute_error: 52.3063 - val_loss: 9785.6804 - val_mean_absolute_error: 75.1716 Epoch 877/5000 148/148 [==============================] - 0s 34us/step - loss: 5301.2222 - mean_absolute_error: 52.2759 - val_loss: 9779.9451 - val_mean_absolute_error: 75.1407 Epoch 878/5000 148/148 [==============================] - 0s 41us/step - loss: 5296.0776 - mean_absolute_error: 52.2457 - val_loss: 9774.2889 - val_mean_absolute_error: 75.1101 Epoch 879/5000 148/148 [==============================] - 0s 41us/step - loss: 5290.9160 - mean_absolute_error: 52.2152 - val_loss: 9768.7272 - val_mean_absolute_error: 75.0805 Epoch 880/5000 148/148 [==============================] - 0s 34us/step - loss: 5285.7534 - mean_absolute_error: 52.1850 - val_loss: 9763.1863 - val_mean_absolute_error: 75.0513 Epoch 881/5000 148/148 [==============================] - 0s 27us/step - loss: 5280.5645 - mean_absolute_error: 52.1549 - val_loss: 9757.6258 - val_mean_absolute_error: 75.0222 Epoch 882/5000 148/148 [==============================] - 0s 34us/step - loss: 5275.3462 - mean_absolute_error: 52.1252 - val_loss: 9752.0839 - val_mean_absolute_error: 74.9933 Epoch 883/5000 148/148 [==============================] - 0s 27us/step - loss: 5270.1206 - mean_absolute_error: 52.0960 - val_loss: 9746.5783 - val_mean_absolute_error: 74.9644 Epoch 884/5000 148/148 [==============================] - 0s 34us/step - loss: 5264.8540 - mean_absolute_error: 52.0668 - val_loss: 9741.0878 - val_mean_absolute_error: 74.9357 Epoch 885/5000 148/148 [==============================] - 0s 34us/step - loss: 5259.5361 - mean_absolute_error: 52.0374 - val_loss: 9735.6118 - val_mean_absolute_error: 74.9069 Epoch 886/5000 148/148 [==============================] - 0s 41us/step - loss: 5254.1860 - mean_absolute_error: 52.0079 - val_loss: 9730.1777 - val_mean_absolute_error: 74.8785 Epoch 887/5000 148/148 [==============================] - 0s 34us/step - loss: 5248.8242 - mean_absolute_error: 51.9784 - val_loss: 9724.7966 - val_mean_absolute_error: 74.8503 Epoch 888/5000 148/148 [==============================] - 0s 41us/step - loss: 5243.4692 - mean_absolute_error: 51.9489 - val_loss: 9719.4853 - val_mean_absolute_error: 74.8227 Epoch 889/5000 148/148 [==============================] - 0s 27us/step - loss: 5238.0488 - mean_absolute_error: 51.9193 - val_loss: 9714.2246 - val_mean_absolute_error: 74.7954 Epoch 890/5000 148/148 [==============================] - 0s 34us/step - loss: 5232.5508 - mean_absolute_error: 51.8893 - val_loss: 9708.9966 - val_mean_absolute_error: 74.7682 Epoch 891/5000 148/148 [==============================] - 0s 34us/step - loss: 5227.0229 - mean_absolute_error: 51.8592 - val_loss: 9703.6741 - val_mean_absolute_error: 74.7406 Epoch 892/5000 148/148 [==============================] - 0s 34us/step - loss: 5221.4746 - mean_absolute_error: 51.8287 - val_loss: 9698.2163 - val_mean_absolute_error: 74.7122 Epoch 893/5000 148/148 [==============================] - 0s 27us/step - loss: 5215.9336 - mean_absolute_error: 51.7982 - val_loss: 9692.7346 - val_mean_absolute_error: 74.6833 Epoch 894/5000 148/148 [==============================] - 0s 34us/step - loss: 5210.3867 - mean_absolute_error: 51.7671 - val_loss: 9687.2672 - val_mean_absolute_error: 74.6541 Epoch 895/5000 148/148 [==============================] - 0s 34us/step - loss: 5204.8179 - mean_absolute_error: 51.7358 - val_loss: 9681.7939 - val_mean_absolute_error: 74.6246 Epoch 896/5000 148/148 [==============================] - 0s 34us/step - loss: 5199.1758 - mean_absolute_error: 51.7048 - val_loss: 9676.3395 - val_mean_absolute_error: 74.5947 Epoch 897/5000 148/148 [==============================] - 0s 34us/step - loss: 5193.5073 - mean_absolute_error: 51.6739 - val_loss: 9670.8901 - val_mean_absolute_error: 74.5644 Epoch 898/5000 148/148 [==============================] - 0s 27us/step - loss: 5187.8315 - mean_absolute_error: 51.6428 - val_loss: 9665.4422 - val_mean_absolute_error: 74.5338 Epoch 899/5000 148/148 [==============================] - 0s 27us/step - loss: 5182.1465 - mean_absolute_error: 51.6116 - val_loss: 9659.9358 - val_mean_absolute_error: 74.5026 Epoch 900/5000 148/148 [==============================] - 0s 27us/step - loss: 5176.4546 - mean_absolute_error: 51.5803 - val_loss: 9654.3483 - val_mean_absolute_error: 74.4708 Epoch 901/5000 148/148 [==============================] - 0s 34us/step - loss: 5170.7690 - mean_absolute_error: 51.5492 - val_loss: 9648.7286 - val_mean_absolute_error: 74.4385 Epoch 902/5000 148/148 [==============================] - 0s 34us/step - loss: 5165.0977 - mean_absolute_error: 51.5182 - val_loss: 9643.1214 - val_mean_absolute_error: 74.4057 Epoch 903/5000 148/148 [==============================] - 0s 34us/step - loss: 5159.4009 - mean_absolute_error: 51.4870 - val_loss: 9637.5203 - val_mean_absolute_error: 74.3728 Epoch 904/5000 148/148 [==============================] - 0s 27us/step - loss: 5153.6816 - mean_absolute_error: 51.4554 - val_loss: 9631.9121 - val_mean_absolute_error: 74.3396 Epoch 905/5000 148/148 [==============================] - 0s 41us/step - loss: 5147.9614 - mean_absolute_error: 51.4238 - val_loss: 9626.2891 - val_mean_absolute_error: 74.3065 Epoch 906/5000 148/148 [==============================] - 0s 34us/step - loss: 5142.2388 - mean_absolute_error: 51.3921 - val_loss: 9620.6463 - val_mean_absolute_error: 74.2728 Epoch 907/5000 148/148 [==============================] - 0s 34us/step - loss: 5136.5205 - mean_absolute_error: 51.3600 - val_loss: 9615.0174 - val_mean_absolute_error: 74.2390 Epoch 908/5000 148/148 [==============================] - 0s 34us/step - loss: 5130.8018 - mean_absolute_error: 51.3280 - val_loss: 9609.3130 - val_mean_absolute_error: 74.2049 Epoch 909/5000 148/148 [==============================] - 0s 34us/step - loss: 5125.1011 - mean_absolute_error: 51.2960 - val_loss: 9603.4381 - val_mean_absolute_error: 74.1701 Epoch 910/5000 148/148 [==============================] - 0s 34us/step - loss: 5119.3994 - mean_absolute_error: 51.2641 - val_loss: 9597.5309 - val_mean_absolute_error: 74.1352 Epoch 911/5000 148/148 [==============================] - 0s 41us/step - loss: 5113.7305 - mean_absolute_error: 51.2326 - val_loss: 9591.6492 - val_mean_absolute_error: 74.1005 Epoch 912/5000 148/148 [==============================] - 0s 27us/step - loss: 5108.0957 - mean_absolute_error: 51.2016 - val_loss: 9585.8267 - val_mean_absolute_error: 74.0661 Epoch 913/5000 148/148 [==============================] - 0s 34us/step - loss: 5102.4600 - mean_absolute_error: 51.1708 - val_loss: 9580.0506 - val_mean_absolute_error: 74.0319 Epoch 914/5000 148/148 [==============================] - 0s 27us/step - loss: 5096.8340 - mean_absolute_error: 51.1401 - val_loss: 9574.1466 - val_mean_absolute_error: 73.9970 Epoch 915/5000 148/148 [==============================] - 0s 34us/step - loss: 5091.2173 - mean_absolute_error: 51.1094 - val_loss: 9568.1186 - val_mean_absolute_error: 73.9611 Epoch 916/5000 148/148 [==============================] - 0s 27us/step - loss: 5085.6021 - mean_absolute_error: 51.0785 - val_loss: 9562.0493 - val_mean_absolute_error: 73.9245 Epoch 917/5000 148/148 [==============================] - 0s 34us/step - loss: 5080.0117 - mean_absolute_error: 51.0476 - val_loss: 9555.9593 - val_mean_absolute_error: 73.8875 Epoch 918/5000 148/148 [==============================] - 0s 27us/step - loss: 5074.4341 - mean_absolute_error: 51.0166 - val_loss: 9549.9230 - val_mean_absolute_error: 73.8509 Epoch 919/5000 148/148 [==============================] - 0s 34us/step - loss: 5068.8740 - mean_absolute_error: 50.9857 - val_loss: 9543.8554 - val_mean_absolute_error: 73.8145 Epoch 920/5000 148/148 [==============================] - 0s 34us/step - loss: 5063.3125 - mean_absolute_error: 50.9550 - val_loss: 9537.8061 - val_mean_absolute_error: 73.7785 Epoch 921/5000 148/148 [==============================] - 0s 108us/step - loss: 5057.7700 - mean_absolute_error: 50.9243 - val_loss: 9531.7157 - val_mean_absolute_error: 73.7425 Epoch 922/5000 148/148 [==============================] - 0s 34us/step - loss: 5052.2622 - mean_absolute_error: 50.8936 - val_loss: 9525.6990 - val_mean_absolute_error: 73.7069 Epoch 923/5000 148/148 [==============================] - 0s 34us/step - loss: 5046.8022 - mean_absolute_error: 50.8629 - val_loss: 9519.7660 - val_mean_absolute_error: 73.6716 Epoch 924/5000 148/148 [==============================] - 0s 34us/step - loss: 5041.4688 - mean_absolute_error: 50.8325 - val_loss: 9513.8712 - val_mean_absolute_error: 73.6363 Epoch 925/5000 148/148 [==============================] - 0s 27us/step - loss: 5036.1401 - mean_absolute_error: 50.8022 - val_loss: 9508.0776 - val_mean_absolute_error: 73.6013 Epoch 926/5000 148/148 [==============================] - 0s 27us/step - loss: 5030.8057 - mean_absolute_error: 50.7716 - val_loss: 9502.3569 - val_mean_absolute_error: 73.5664 Epoch 927/5000 148/148 [==============================] - 0s 34us/step - loss: 5025.4844 - mean_absolute_error: 50.7408 - val_loss: 9496.6212 - val_mean_absolute_error: 73.5312 Epoch 928/5000 148/148 [==============================] - 0s 34us/step - loss: 5020.2012 - mean_absolute_error: 50.7101 - val_loss: 9490.8733 - val_mean_absolute_error: 73.4977 Epoch 929/5000 148/148 [==============================] - 0s 27us/step - loss: 5014.9434 - mean_absolute_error: 50.6795 - val_loss: 9485.0939 - val_mean_absolute_error: 73.4650 Epoch 930/5000 148/148 [==============================] - 0s 41us/step - loss: 5009.7007 - mean_absolute_error: 50.6490 - val_loss: 9479.2840 - val_mean_absolute_error: 73.4328 Epoch 931/5000 148/148 [==============================] - 0s 41us/step - loss: 5004.4829 - mean_absolute_error: 50.6192 - val_loss: 9473.5488 - val_mean_absolute_error: 73.4009 Epoch 932/5000 148/148 [==============================] - 0s 34us/step - loss: 4999.2700 - mean_absolute_error: 50.5894 - val_loss: 9467.8626 - val_mean_absolute_error: 73.3693 Epoch 933/5000 148/148 [==============================] - 0s 34us/step - loss: 4994.0640 - mean_absolute_error: 50.5598 - val_loss: 9462.2206 - val_mean_absolute_error: 73.3381 Epoch 934/5000 148/148 [==============================] - 0s 34us/step - loss: 4988.8799 - mean_absolute_error: 50.5305 - val_loss: 9456.5944 - val_mean_absolute_error: 73.3069 Epoch 935/5000 148/148 [==============================] - 0s 27us/step - loss: 4983.7080 - mean_absolute_error: 50.5012 - val_loss: 9451.0052 - val_mean_absolute_error: 73.2762 Epoch 936/5000 148/148 [==============================] - 0s 34us/step - loss: 4978.5732 - mean_absolute_error: 50.4721 - val_loss: 9445.5143 - val_mean_absolute_error: 73.2465 Epoch 937/5000 148/148 [==============================] - 0s 34us/step - loss: 4973.4453 - mean_absolute_error: 50.4431 - val_loss: 9440.0540 - val_mean_absolute_error: 73.2170 Epoch 938/5000 148/148 [==============================] - 0s 34us/step - loss: 4968.3472 - mean_absolute_error: 50.4142 - val_loss: 9434.6026 - val_mean_absolute_error: 73.1876 Epoch 939/5000 148/148 [==============================] - 0s 34us/step - loss: 4963.2466 - mean_absolute_error: 50.3851 - val_loss: 9429.1330 - val_mean_absolute_error: 73.1578 Epoch 940/5000 148/148 [==============================] - 0s 27us/step - loss: 4958.1680 - mean_absolute_error: 50.3559 - val_loss: 9423.6834 - val_mean_absolute_error: 73.1280 Epoch 941/5000 148/148 [==============================] - 0s 34us/step - loss: 4953.1133 - mean_absolute_error: 50.3270 - val_loss: 9418.2710 - val_mean_absolute_error: 73.0987 Epoch 942/5000 148/148 [==============================] - 0s 41us/step - loss: 4948.0723 - mean_absolute_error: 50.2981 - val_loss: 9412.9262 - val_mean_absolute_error: 73.0698 Epoch 943/5000 148/148 [==============================] - 0s 27us/step - loss: 4943.0181 - mean_absolute_error: 50.2690 - val_loss: 9407.6485 - val_mean_absolute_error: 73.0413 Epoch 944/5000 148/148 [==============================] - 0s 34us/step - loss: 4938.0112 - mean_absolute_error: 50.2402 - val_loss: 9402.2820 - val_mean_absolute_error: 73.0126 Epoch 945/5000 148/148 [==============================] - 0s 27us/step - loss: 4933.0391 - mean_absolute_error: 50.2113 - val_loss: 9396.8548 - val_mean_absolute_error: 72.9841 Epoch 946/5000 148/148 [==============================] - 0s 34us/step - loss: 4928.0815 - mean_absolute_error: 50.1826 - val_loss: 9391.4322 - val_mean_absolute_error: 72.9557 Epoch 947/5000 148/148 [==============================] - 0s 34us/step - loss: 4923.1494 - mean_absolute_error: 50.1542 - val_loss: 9386.1048 - val_mean_absolute_error: 72.9275 Epoch 948/5000 148/148 [==============================] - 0s 34us/step - loss: 4918.2422 - mean_absolute_error: 50.1257 - val_loss: 9380.7899 - val_mean_absolute_error: 72.8994 Epoch 949/5000 148/148 [==============================] - 0s 27us/step - loss: 4913.3428 - mean_absolute_error: 50.0974 - val_loss: 9375.5021 - val_mean_absolute_error: 72.8714 Epoch 950/5000 148/148 [==============================] - 0s 27us/step - loss: 4908.4448 - mean_absolute_error: 50.0692 - val_loss: 9370.2414 - val_mean_absolute_error: 72.8438 Epoch 951/5000 148/148 [==============================] - 0s 34us/step - loss: 4903.5576 - mean_absolute_error: 50.0411 - val_loss: 9365.0370 - val_mean_absolute_error: 72.8164 Epoch 952/5000 148/148 [==============================] - 0s 41us/step - loss: 4898.6973 - mean_absolute_error: 50.0129 - val_loss: 9359.9770 - val_mean_absolute_error: 72.7893 Epoch 953/5000 148/148 [==============================] - 0s 27us/step - loss: 4893.8472 - mean_absolute_error: 49.9846 - val_loss: 9354.9335 - val_mean_absolute_error: 72.7621 Epoch 954/5000 148/148 [==============================] - 0s 27us/step - loss: 4889.0103 - mean_absolute_error: 49.9565 - val_loss: 9349.7987 - val_mean_absolute_error: 72.7345 Epoch 955/5000 148/148 [==============================] - 0s 34us/step - loss: 4884.1621 - mean_absolute_error: 49.9281 - val_loss: 9344.6825 - val_mean_absolute_error: 72.7069 Epoch 956/5000 148/148 [==============================] - 0s 27us/step - loss: 4879.2900 - mean_absolute_error: 49.8994 - val_loss: 9339.6153 - val_mean_absolute_error: 72.6796 Epoch 957/5000 148/148 [==============================] - 0s 41us/step - loss: 4874.4204 - mean_absolute_error: 49.8707 - val_loss: 9334.5710 - val_mean_absolute_error: 72.6523 Epoch 958/5000 148/148 [==============================] - 0s 34us/step - loss: 4869.5859 - mean_absolute_error: 49.8422 - val_loss: 9329.5934 - val_mean_absolute_error: 72.6251 Epoch 959/5000 148/148 [==============================] - 0s 34us/step - loss: 4864.7539 - mean_absolute_error: 49.8136 - val_loss: 9324.6122 - val_mean_absolute_error: 72.5976 Epoch 960/5000 148/148 [==============================] - 0s 34us/step - loss: 4859.8774 - mean_absolute_error: 49.7846 - val_loss: 9319.6326 - val_mean_absolute_error: 72.5699 Epoch 961/5000 148/148 [==============================] - 0s 27us/step - loss: 4854.9326 - mean_absolute_error: 49.7552 - val_loss: 9314.6308 - val_mean_absolute_error: 72.5418 Epoch 962/5000 148/148 [==============================] - 0s 34us/step - loss: 4849.9771 - mean_absolute_error: 49.7255 - val_loss: 9309.6875 - val_mean_absolute_error: 72.5137 Epoch 963/5000 148/148 [==============================] - 0s 34us/step - loss: 4844.9995 - mean_absolute_error: 49.6954 - val_loss: 9304.7790 - val_mean_absolute_error: 72.4856 Epoch 964/5000 148/148 [==============================] - 0s 34us/step - loss: 4840.0283 - mean_absolute_error: 49.6652 - val_loss: 9299.8403 - val_mean_absolute_error: 72.4579 Epoch 965/5000 148/148 [==============================] - 0s 41us/step - loss: 4835.0723 - mean_absolute_error: 49.6351 - val_loss: 9294.8858 - val_mean_absolute_error: 72.4306 Epoch 966/5000 148/148 [==============================] - 0s 27us/step - loss: 4830.1514 - mean_absolute_error: 49.6052 - val_loss: 9289.9282 - val_mean_absolute_error: 72.4045 Epoch 967/5000 148/148 [==============================] - 0s 34us/step - loss: 4825.2334 - mean_absolute_error: 49.5751 - val_loss: 9284.9232 - val_mean_absolute_error: 72.3782 Epoch 968/5000 148/148 [==============================] - 0s 34us/step - loss: 4820.3164 - mean_absolute_error: 49.5447 - val_loss: 9279.9090 - val_mean_absolute_error: 72.3520 Epoch 969/5000 148/148 [==============================] - 0s 34us/step - loss: 4815.4082 - mean_absolute_error: 49.5143 - val_loss: 9274.0987 - val_mean_absolute_error: 72.3245 Epoch 970/5000 148/148 [==============================] - 0s 27us/step - loss: 4810.4824 - mean_absolute_error: 49.4839 - val_loss: 9268.3370 - val_mean_absolute_error: 72.2972 Epoch 971/5000 148/148 [==============================] - 0s 34us/step - loss: 4805.5532 - mean_absolute_error: 49.4535 - val_loss: 9262.5840 - val_mean_absolute_error: 72.2701 Epoch 972/5000 148/148 [==============================] - 0s 34us/step - loss: 4800.6562 - mean_absolute_error: 49.4233 - val_loss: 9256.8117 - val_mean_absolute_error: 72.2429 Epoch 973/5000 148/148 [==============================] - 0s 34us/step - loss: 4795.7690 - mean_absolute_error: 49.3932 - val_loss: 9251.1061 - val_mean_absolute_error: 72.2158 Epoch 974/5000 148/148 [==============================] - 0s 41us/step - loss: 4790.8882 - mean_absolute_error: 49.3632 - val_loss: 9245.4275 - val_mean_absolute_error: 72.1886 Epoch 975/5000 148/148 [==============================] - 0s 34us/step - loss: 4786.0391 - mean_absolute_error: 49.3333 - val_loss: 9239.7491 - val_mean_absolute_error: 72.1610 Epoch 976/5000 148/148 [==============================] - 0s 34us/step - loss: 4781.2109 - mean_absolute_error: 49.3035 - val_loss: 9234.0162 - val_mean_absolute_error: 72.1331 Epoch 977/5000 148/148 [==============================] - 0s 34us/step - loss: 4776.4058 - mean_absolute_error: 49.2739 - val_loss: 9228.3518 - val_mean_absolute_error: 72.1054 Epoch 978/5000 148/148 [==============================] - 0s 41us/step - loss: 4771.5859 - mean_absolute_error: 49.2440 - val_loss: 9222.7009 - val_mean_absolute_error: 72.0780 Epoch 979/5000 148/148 [==============================] - 0s 34us/step - loss: 4766.8027 - mean_absolute_error: 49.2143 - val_loss: 9217.0985 - val_mean_absolute_error: 72.0507 Epoch 980/5000 148/148 [==============================] - 0s 34us/step - loss: 4762.0098 - mean_absolute_error: 49.1846 - val_loss: 9211.5591 - val_mean_absolute_error: 72.0239 Epoch 981/5000 148/148 [==============================] - 0s 41us/step - loss: 4757.2070 - mean_absolute_error: 49.1549 - val_loss: 9205.9999 - val_mean_absolute_error: 71.9968 Epoch 982/5000 148/148 [==============================] - 0s 27us/step - loss: 4752.4502 - mean_absolute_error: 49.1254 - val_loss: 9200.4931 - val_mean_absolute_error: 71.9701 Epoch 983/5000 148/148 [==============================] - 0s 34us/step - loss: 4747.6929 - mean_absolute_error: 49.0958 - val_loss: 9195.0453 - val_mean_absolute_error: 71.9436 Epoch 984/5000 148/148 [==============================] - 0s 34us/step - loss: 4742.9141 - mean_absolute_error: 49.0659 - val_loss: 9189.6237 - val_mean_absolute_error: 71.9170 Epoch 985/5000 148/148 [==============================] - 0s 34us/step - loss: 4738.1748 - mean_absolute_error: 49.0359 - val_loss: 9184.1721 - val_mean_absolute_error: 71.8899 Epoch 986/5000 148/148 [==============================] - 0s 27us/step - loss: 4733.4395 - mean_absolute_error: 49.0061 - val_loss: 9178.7476 - val_mean_absolute_error: 71.8628 Epoch 987/5000 148/148 [==============================] - 0s 34us/step - loss: 4728.7412 - mean_absolute_error: 48.9762 - val_loss: 9173.2948 - val_mean_absolute_error: 71.8357 Epoch 988/5000 148/148 [==============================] - 0s 34us/step - loss: 4724.0693 - mean_absolute_error: 48.9465 - val_loss: 9167.7555 - val_mean_absolute_error: 71.8083 Epoch 989/5000 148/148 [==============================] - 0s 27us/step - loss: 4719.4194 - mean_absolute_error: 48.9168 - val_loss: 9162.1504 - val_mean_absolute_error: 71.7805 Epoch 990/5000 148/148 [==============================] - 0s 40us/step - loss: 4714.8140 - mean_absolute_error: 48.8871 - val_loss: 9156.6023 - val_mean_absolute_error: 71.7526 Epoch 991/5000 148/148 [==============================] - 0s 27us/step - loss: 4710.2271 - mean_absolute_error: 48.8574 - val_loss: 9151.0837 - val_mean_absolute_error: 71.7244 Epoch 992/5000 148/148 [==============================] - 0s 34us/step - loss: 4705.6333 - mean_absolute_error: 48.8278 - val_loss: 9145.6161 - val_mean_absolute_error: 71.6965 Epoch 993/5000 148/148 [==============================] - 0s 34us/step - loss: 4701.0518 - mean_absolute_error: 48.7981 - val_loss: 9140.0935 - val_mean_absolute_error: 71.6685 Epoch 994/5000 148/148 [==============================] - 0s 27us/step - loss: 4696.4570 - mean_absolute_error: 48.7684 - val_loss: 9134.5469 - val_mean_absolute_error: 71.6405 Epoch 995/5000 148/148 [==============================] - 0s 27us/step - loss: 4691.8330 - mean_absolute_error: 48.7385 - val_loss: 9129.0005 - val_mean_absolute_error: 71.6123 Epoch 996/5000 148/148 [==============================] - 0s 27us/step - loss: 4687.2207 - mean_absolute_error: 48.7085 - val_loss: 9123.4997 - val_mean_absolute_error: 71.5840 Epoch 997/5000 148/148 [==============================] - 0s 34us/step - loss: 4682.5991 - mean_absolute_error: 48.6785 - val_loss: 9118.0568 - val_mean_absolute_error: 71.5558 Epoch 998/5000 148/148 [==============================] - 0s 41us/step - loss: 4677.9800 - mean_absolute_error: 48.6486 - val_loss: 9112.7279 - val_mean_absolute_error: 71.5276 Epoch 999/5000 148/148 [==============================] - 0s 27us/step - loss: 4673.3794 - mean_absolute_error: 48.6186 - val_loss: 9107.2793 - val_mean_absolute_error: 71.4987 Epoch 1000/5000 148/148 [==============================] - 0s 27us/step - loss: 4668.7461 - mean_absolute_error: 48.5883 - val_loss: 9101.8514 - val_mean_absolute_error: 71.4703 Epoch 1001/5000 148/148 [==============================] - 0s 34us/step - loss: 4664.1538 - mean_absolute_error: 48.5580 - val_loss: 9096.4777 - val_mean_absolute_error: 71.4432 Epoch 1002/5000 148/148 [==============================] - 0s 34us/step - loss: 4659.5557 - mean_absolute_error: 48.5280 - val_loss: 9091.1427 - val_mean_absolute_error: 71.4163 Epoch 1003/5000 148/148 [==============================] - 0s 41us/step - loss: 4654.9575 - mean_absolute_error: 48.4981 - val_loss: 9085.7392 - val_mean_absolute_error: 71.3887 Epoch 1004/5000 148/148 [==============================] - 0s 27us/step - loss: 4650.3755 - mean_absolute_error: 48.4681 - val_loss: 9080.2841 - val_mean_absolute_error: 71.3605 Epoch 1005/5000 148/148 [==============================] - 0s 34us/step - loss: 4645.7690 - mean_absolute_error: 48.4377 - val_loss: 9074.7460 - val_mean_absolute_error: 71.3333 Epoch 1006/5000 148/148 [==============================] - 0s 27us/step - loss: 4641.0703 - mean_absolute_error: 48.4067 - val_loss: 9069.1941 - val_mean_absolute_error: 71.3064 Epoch 1007/5000 148/148 [==============================] - 0s 27us/step - loss: 4636.3569 - mean_absolute_error: 48.3756 - val_loss: 9063.6008 - val_mean_absolute_error: 71.2790 Epoch 1008/5000 148/148 [==============================] - 0s 34us/step - loss: 4631.6318 - mean_absolute_error: 48.3444 - val_loss: 9057.9017 - val_mean_absolute_error: 71.2511 Epoch 1009/5000 148/148 [==============================] - 0s 34us/step - loss: 4626.8906 - mean_absolute_error: 48.3130 - val_loss: 9052.1229 - val_mean_absolute_error: 71.2226 Epoch 1010/5000 148/148 [==============================] - 0s 34us/step - loss: 4622.1519 - mean_absolute_error: 48.2814 - val_loss: 9046.3501 - val_mean_absolute_error: 71.1938 Epoch 1011/5000 148/148 [==============================] - 0s 34us/step - loss: 4617.4141 - mean_absolute_error: 48.2496 - val_loss: 9040.5251 - val_mean_absolute_error: 71.1645 Epoch 1012/5000 148/148 [==============================] - 0s 34us/step - loss: 4612.6562 - mean_absolute_error: 48.2178 - val_loss: 9034.6487 - val_mean_absolute_error: 71.1347 Epoch 1013/5000 148/148 [==============================] - 0s 27us/step - loss: 4607.8901 - mean_absolute_error: 48.1864 - val_loss: 9028.7008 - val_mean_absolute_error: 71.1047 Epoch 1014/5000 148/148 [==============================] - 0s 34us/step - loss: 4603.1484 - mean_absolute_error: 48.1550 - val_loss: 9022.7431 - val_mean_absolute_error: 71.0745 Epoch 1015/5000 148/148 [==============================] - 0s 34us/step - loss: 4598.4204 - mean_absolute_error: 48.1237 - val_loss: 9016.7810 - val_mean_absolute_error: 71.0441 Epoch 1016/5000 148/148 [==============================] - 0s 27us/step - loss: 4593.6704 - mean_absolute_error: 48.0921 - val_loss: 9010.9114 - val_mean_absolute_error: 71.0140 Epoch 1017/5000 148/148 [==============================] - 0s 27us/step - loss: 4588.9204 - mean_absolute_error: 48.0603 - val_loss: 9005.1065 - val_mean_absolute_error: 70.9842 Epoch 1018/5000 148/148 [==============================] - 0s 41us/step - loss: 4584.1694 - mean_absolute_error: 48.0284 - val_loss: 8999.2823 - val_mean_absolute_error: 70.9543 Epoch 1019/5000 148/148 [==============================] - 0s 27us/step - loss: 4579.4331 - mean_absolute_error: 47.9963 - val_loss: 8993.4141 - val_mean_absolute_error: 70.9238 Epoch 1020/5000 148/148 [==============================] - 0s 41us/step - loss: 4574.7085 - mean_absolute_error: 47.9641 - val_loss: 8987.4895 - val_mean_absolute_error: 70.8925 Epoch 1021/5000 148/148 [==============================] - 0s 34us/step - loss: 4569.9771 - mean_absolute_error: 47.9317 - val_loss: 8981.4307 - val_mean_absolute_error: 70.8601 Epoch 1022/5000 148/148 [==============================] - 0s 27us/step - loss: 4565.2827 - mean_absolute_error: 47.8991 - val_loss: 8975.3809 - val_mean_absolute_error: 70.8275 Epoch 1023/5000 148/148 [==============================] - 0s 41us/step - loss: 4560.5796 - mean_absolute_error: 47.8666 - val_loss: 8969.3509 - val_mean_absolute_error: 70.7949 Epoch 1024/5000 148/148 [==============================] - 0s 41us/step - loss: 4555.9399 - mean_absolute_error: 47.8343 - val_loss: 8963.4136 - val_mean_absolute_error: 70.7625 Epoch 1025/5000 148/148 [==============================] - 0s 34us/step - loss: 4551.2578 - mean_absolute_error: 47.8018 - val_loss: 8957.5633 - val_mean_absolute_error: 70.7306 Epoch 1026/5000 148/148 [==============================] - 0s 34us/step - loss: 4546.5488 - mean_absolute_error: 47.7691 - val_loss: 8951.7904 - val_mean_absolute_error: 70.6990 Epoch 1027/5000 148/148 [==============================] - 0s 34us/step - loss: 4541.8682 - mean_absolute_error: 47.7366 - val_loss: 8946.0213 - val_mean_absolute_error: 70.6673 Epoch 1028/5000 148/148 [==============================] - 0s 27us/step - loss: 4537.2207 - mean_absolute_error: 47.7050 - val_loss: 8940.2311 - val_mean_absolute_error: 70.6355 Epoch 1029/5000 148/148 [==============================] - 0s 34us/step - loss: 4532.5703 - mean_absolute_error: 47.6735 - val_loss: 8934.3995 - val_mean_absolute_error: 70.6033 Epoch 1030/5000 148/148 [==============================] - 0s 27us/step - loss: 4527.9287 - mean_absolute_error: 47.6421 - val_loss: 8928.6409 - val_mean_absolute_error: 70.5713 Epoch 1031/5000 148/148 [==============================] - 0s 34us/step - loss: 4523.3013 - mean_absolute_error: 47.6109 - val_loss: 8922.9659 - val_mean_absolute_error: 70.5397 Epoch 1032/5000 148/148 [==============================] - 0s 34us/step - loss: 4518.7358 - mean_absolute_error: 47.5802 - val_loss: 8917.3046 - val_mean_absolute_error: 70.5080 Epoch 1033/5000 148/148 [==============================] - 0s 34us/step - loss: 4514.1724 - mean_absolute_error: 47.5495 - val_loss: 8911.6704 - val_mean_absolute_error: 70.4764 Epoch 1034/5000 148/148 [==============================] - 0s 27us/step - loss: 4509.6548 - mean_absolute_error: 47.5189 - val_loss: 8906.0198 - val_mean_absolute_error: 70.4448 Epoch 1035/5000 148/148 [==============================] - 0s 41us/step - loss: 4505.1450 - mean_absolute_error: 47.4883 - val_loss: 8900.4699 - val_mean_absolute_error: 70.4136 Epoch 1036/5000 148/148 [==============================] - 0s 34us/step - loss: 4500.6348 - mean_absolute_error: 47.4579 - val_loss: 8895.0037 - val_mean_absolute_error: 70.3829 Epoch 1037/5000 148/148 [==============================] - 0s 27us/step - loss: 4496.1421 - mean_absolute_error: 47.4276 - val_loss: 8889.4811 - val_mean_absolute_error: 70.3517 Epoch 1038/5000 148/148 [==============================] - 0s 34us/step - loss: 4491.6191 - mean_absolute_error: 47.3969 - val_loss: 8883.9160 - val_mean_absolute_error: 70.3203 Epoch 1039/5000 148/148 [==============================] - 0s 34us/step - loss: 4487.1060 - mean_absolute_error: 47.3663 - val_loss: 8878.4151 - val_mean_absolute_error: 70.2895 Epoch 1040/5000 148/148 [==============================] - 0s 27us/step - loss: 4482.6147 - mean_absolute_error: 47.3357 - val_loss: 8873.0237 - val_mean_absolute_error: 70.2591 Epoch 1041/5000 148/148 [==============================] - 0s 34us/step - loss: 4478.1450 - mean_absolute_error: 47.3053 - val_loss: 8867.7027 - val_mean_absolute_error: 70.2291 Epoch 1042/5000 148/148 [==============================] - 0s 27us/step - loss: 4473.6792 - mean_absolute_error: 47.2750 - val_loss: 8862.4218 - val_mean_absolute_error: 70.1988 Epoch 1043/5000 148/148 [==============================] - 0s 34us/step - loss: 4469.2275 - mean_absolute_error: 47.2445 - val_loss: 8857.1261 - val_mean_absolute_error: 70.1684 Epoch 1044/5000 148/148 [==============================] - 0s 34us/step - loss: 4464.8003 - mean_absolute_error: 47.2140 - val_loss: 8851.7920 - val_mean_absolute_error: 70.1397 Epoch 1045/5000 148/148 [==============================] - 0s 27us/step - loss: 4460.4146 - mean_absolute_error: 47.1838 - val_loss: 8846.4837 - val_mean_absolute_error: 70.1113 Epoch 1046/5000 148/148 [==============================] - 0s 34us/step - loss: 4456.0205 - mean_absolute_error: 47.1534 - val_loss: 8841.2068 - val_mean_absolute_error: 70.0835 Epoch 1047/5000 148/148 [==============================] - 0s 27us/step - loss: 4451.5991 - mean_absolute_error: 47.1230 - val_loss: 8835.9972 - val_mean_absolute_error: 70.0561 Epoch 1048/5000 148/148 [==============================] - 0s 34us/step - loss: 4447.1855 - mean_absolute_error: 47.0926 - val_loss: 8830.8107 - val_mean_absolute_error: 70.0291 Epoch 1049/5000 148/148 [==============================] - 0s 27us/step - loss: 4442.8237 - mean_absolute_error: 47.0626 - val_loss: 8825.6585 - val_mean_absolute_error: 70.0019 Epoch 1050/5000 148/148 [==============================] - 0s 34us/step - loss: 4438.4517 - mean_absolute_error: 47.0325 - val_loss: 8820.4944 - val_mean_absolute_error: 69.9744 Epoch 1051/5000 148/148 [==============================] - 0s 27us/step - loss: 4434.0083 - mean_absolute_error: 47.0019 - val_loss: 8815.2973 - val_mean_absolute_error: 69.9466 Epoch 1052/5000 148/148 [==============================] - 0s 41us/step - loss: 4429.5649 - mean_absolute_error: 46.9707 - val_loss: 8810.0840 - val_mean_absolute_error: 69.9189 Epoch 1053/5000 148/148 [==============================] - 0s 34us/step - loss: 4425.1719 - mean_absolute_error: 46.9396 - val_loss: 8804.9059 - val_mean_absolute_error: 69.8914 Epoch 1054/5000 148/148 [==============================] - 0s 27us/step - loss: 4420.7622 - mean_absolute_error: 46.9087 - val_loss: 8799.7534 - val_mean_absolute_error: 69.8641 Epoch 1055/5000 148/148 [==============================] - 0s 41us/step - loss: 4416.3325 - mean_absolute_error: 46.8779 - val_loss: 8794.5635 - val_mean_absolute_error: 69.8366 Epoch 1056/5000 148/148 [==============================] - 0s 27us/step - loss: 4411.9189 - mean_absolute_error: 46.8473 - val_loss: 8789.3509 - val_mean_absolute_error: 69.8088 Epoch 1057/5000 148/148 [==============================] - 0s 34us/step - loss: 4407.5107 - mean_absolute_error: 46.8166 - val_loss: 8784.0813 - val_mean_absolute_error: 69.7806 Epoch 1058/5000 148/148 [==============================] - 0s 34us/step - loss: 4403.1401 - mean_absolute_error: 46.7858 - val_loss: 8778.8248 - val_mean_absolute_error: 69.7520 Epoch 1059/5000 148/148 [==============================] - 0s 27us/step - loss: 4398.7446 - mean_absolute_error: 46.7545 - val_loss: 8773.6730 - val_mean_absolute_error: 69.7239 Epoch 1060/5000 148/148 [==============================] - 0s 34us/step - loss: 4394.3721 - mean_absolute_error: 46.7235 - val_loss: 8768.5760 - val_mean_absolute_error: 69.6960 Epoch 1061/5000 148/148 [==============================] - 0s 34us/step - loss: 4389.9819 - mean_absolute_error: 46.6924 - val_loss: 8763.5048 - val_mean_absolute_error: 69.6682 Epoch 1062/5000 148/148 [==============================] - 0s 34us/step - loss: 4385.5874 - mean_absolute_error: 46.6613 - val_loss: 8758.4462 - val_mean_absolute_error: 69.6406 Epoch 1063/5000 148/148 [==============================] - 0s 34us/step - loss: 4381.2388 - mean_absolute_error: 46.6305 - val_loss: 8753.3722 - val_mean_absolute_error: 69.6127 Epoch 1064/5000 148/148 [==============================] - 0s 41us/step - loss: 4376.9375 - mean_absolute_error: 46.5998 - val_loss: 8748.3481 - val_mean_absolute_error: 69.5854 Epoch 1065/5000 148/148 [==============================] - 0s 34us/step - loss: 4372.6973 - mean_absolute_error: 46.5695 - val_loss: 8743.2845 - val_mean_absolute_error: 69.5582 Epoch 1066/5000 148/148 [==============================] - 0s 41us/step - loss: 4368.4927 - mean_absolute_error: 46.5398 - val_loss: 8738.3025 - val_mean_absolute_error: 69.5312 Epoch 1067/5000 148/148 [==============================] - 0s 27us/step - loss: 4364.2676 - mean_absolute_error: 46.5100 - val_loss: 8733.3362 - val_mean_absolute_error: 69.5044 Epoch 1068/5000 148/148 [==============================] - 0s 34us/step - loss: 4360.1011 - mean_absolute_error: 46.4809 - val_loss: 8728.5003 - val_mean_absolute_error: 69.4779 Epoch 1069/5000 148/148 [==============================] - 0s 27us/step - loss: 4355.9390 - mean_absolute_error: 46.4517 - val_loss: 8723.6593 - val_mean_absolute_error: 69.4512 Epoch 1070/5000 148/148 [==============================] - 0s 41us/step - loss: 4351.7534 - mean_absolute_error: 46.4222 - val_loss: 8718.8737 - val_mean_absolute_error: 69.4253 Epoch 1071/5000 148/148 [==============================] - 0s 27us/step - loss: 4347.6211 - mean_absolute_error: 46.3933 - val_loss: 8714.0827 - val_mean_absolute_error: 69.4000 Epoch 1072/5000 148/148 [==============================] - 0s 41us/step - loss: 4343.4873 - mean_absolute_error: 46.3647 - val_loss: 8709.3277 - val_mean_absolute_error: 69.3754 Epoch 1073/5000 148/148 [==============================] - 0s 34us/step - loss: 4339.3281 - mean_absolute_error: 46.3358 - val_loss: 8704.5172 - val_mean_absolute_error: 69.3514 Epoch 1074/5000 148/148 [==============================] - 0s 34us/step - loss: 4335.1802 - mean_absolute_error: 46.3070 - val_loss: 8699.7841 - val_mean_absolute_error: 69.3296 Epoch 1075/5000 148/148 [==============================] - 0s 34us/step - loss: 4331.0391 - mean_absolute_error: 46.2785 - val_loss: 8695.0782 - val_mean_absolute_error: 69.3083 Epoch 1076/5000 148/148 [==============================] - 0s 34us/step - loss: 4326.9180 - mean_absolute_error: 46.2502 - val_loss: 8690.4063 - val_mean_absolute_error: 69.2871 Epoch 1077/5000 148/148 [==============================] - 0s 40us/step - loss: 4322.8271 - mean_absolute_error: 46.2225 - val_loss: 8685.8135 - val_mean_absolute_error: 69.2662 Epoch 1078/5000 148/148 [==============================] - 0s 34us/step - loss: 4318.7700 - mean_absolute_error: 46.1948 - val_loss: 8681.2432 - val_mean_absolute_error: 69.2457 Epoch 1079/5000 148/148 [==============================] - 0s 34us/step - loss: 4314.6978 - mean_absolute_error: 46.1672 - val_loss: 8676.6736 - val_mean_absolute_error: 69.2255 Epoch 1080/5000 148/148 [==============================] - 0s 34us/step - loss: 4310.6143 - mean_absolute_error: 46.1399 - val_loss: 8672.1579 - val_mean_absolute_error: 69.2062 Epoch 1081/5000 148/148 [==============================] - 0s 34us/step - loss: 4306.5396 - mean_absolute_error: 46.1125 - val_loss: 8667.6927 - val_mean_absolute_error: 69.1873 Epoch 1082/5000 148/148 [==============================] - 0s 20us/step - loss: 4302.4932 - mean_absolute_error: 46.0852 - val_loss: 8663.1384 - val_mean_absolute_error: 69.1681 Epoch 1083/5000 148/148 [==============================] - 0s 41us/step - loss: 4298.5063 - mean_absolute_error: 46.0583 - val_loss: 8658.5017 - val_mean_absolute_error: 69.1482 Epoch 1084/5000 148/148 [==============================] - 0s 34us/step - loss: 4294.5259 - mean_absolute_error: 46.0316 - val_loss: 8653.8777 - val_mean_absolute_error: 69.1280 Epoch 1085/5000 148/148 [==============================] - 0s 34us/step - loss: 4290.5859 - mean_absolute_error: 46.0053 - val_loss: 8649.3292 - val_mean_absolute_error: 69.1080 Epoch 1086/5000 148/148 [==============================] - 0s 34us/step - loss: 4286.6299 - mean_absolute_error: 45.9791 - val_loss: 8644.8579 - val_mean_absolute_error: 69.0882 Epoch 1087/5000 148/148 [==============================] - 0s 34us/step - loss: 4282.6587 - mean_absolute_error: 45.9526 - val_loss: 8640.4545 - val_mean_absolute_error: 69.0695 Epoch 1088/5000 148/148 [==============================] - 0s 41us/step - loss: 4278.7510 - mean_absolute_error: 45.9262 - val_loss: 8636.1299 - val_mean_absolute_error: 69.0508 Epoch 1089/5000 148/148 [==============================] - 0s 34us/step - loss: 4274.7744 - mean_absolute_error: 45.8993 - val_loss: 8631.8679 - val_mean_absolute_error: 69.0321 Epoch 1090/5000 148/148 [==============================] - 0s 41us/step - loss: 4270.8525 - mean_absolute_error: 45.8727 - val_loss: 8627.5714 - val_mean_absolute_error: 69.0132 Epoch 1091/5000 148/148 [==============================] - 0s 34us/step - loss: 4266.9351 - mean_absolute_error: 45.8460 - val_loss: 8623.2291 - val_mean_absolute_error: 68.9942 Epoch 1092/5000 148/148 [==============================] - 0s 34us/step - loss: 4262.9976 - mean_absolute_error: 45.8194 - val_loss: 8618.8001 - val_mean_absolute_error: 68.9747 Epoch 1093/5000 148/148 [==============================] - 0s 34us/step - loss: 4259.0610 - mean_absolute_error: 45.7928 - val_loss: 8614.3149 - val_mean_absolute_error: 68.9549 Epoch 1094/5000 148/148 [==============================] - 0s 27us/step - loss: 4255.1084 - mean_absolute_error: 45.7661 - val_loss: 8609.8009 - val_mean_absolute_error: 68.9348 Epoch 1095/5000 148/148 [==============================] - 0s 34us/step - loss: 4251.2075 - mean_absolute_error: 45.7397 - val_loss: 8605.3953 - val_mean_absolute_error: 68.9150 Epoch 1096/5000 148/148 [==============================] - 0s 27us/step - loss: 4247.2983 - mean_absolute_error: 45.7142 - val_loss: 8601.1004 - val_mean_absolute_error: 68.8951 Epoch 1097/5000 148/148 [==============================] - 0s 27us/step - loss: 4243.3911 - mean_absolute_error: 45.6883 - val_loss: 8596.9122 - val_mean_absolute_error: 68.8753 Epoch 1098/5000 148/148 [==============================] - 0s 34us/step - loss: 4239.5327 - mean_absolute_error: 45.6625 - val_loss: 8592.7427 - val_mean_absolute_error: 68.8554 Epoch 1099/5000 148/148 [==============================] - 0s 34us/step - loss: 4235.7080 - mean_absolute_error: 45.6367 - val_loss: 8588.4723 - val_mean_absolute_error: 68.8350 Epoch 1100/5000 148/148 [==============================] - 0s 34us/step - loss: 4231.8896 - mean_absolute_error: 45.6111 - val_loss: 8584.2123 - val_mean_absolute_error: 68.8145 Epoch 1101/5000 148/148 [==============================] - 0s 27us/step - loss: 4228.0771 - mean_absolute_error: 45.5856 - val_loss: 8579.8524 - val_mean_absolute_error: 68.7933 Epoch 1102/5000 148/148 [==============================] - 0s 34us/step - loss: 4224.2549 - mean_absolute_error: 45.5601 - val_loss: 8575.5658 - val_mean_absolute_error: 68.7724 Epoch 1103/5000 148/148 [==============================] - 0s 27us/step - loss: 4220.4365 - mean_absolute_error: 45.5347 - val_loss: 8571.3594 - val_mean_absolute_error: 68.7513 Epoch 1104/5000 148/148 [==============================] - 0s 34us/step - loss: 4216.6113 - mean_absolute_error: 45.5091 - val_loss: 8567.2738 - val_mean_absolute_error: 68.7302 Epoch 1105/5000 148/148 [==============================] - 0s 34us/step - loss: 4212.8130 - mean_absolute_error: 45.4835 - val_loss: 8563.1966 - val_mean_absolute_error: 68.7094 Epoch 1106/5000 148/148 [==============================] - 0s 27us/step - loss: 4209.0830 - mean_absolute_error: 45.4582 - val_loss: 8559.1006 - val_mean_absolute_error: 68.6894 Epoch 1107/5000 148/148 [==============================] - 0s 27us/step - loss: 4205.3765 - mean_absolute_error: 45.4331 - val_loss: 8554.9513 - val_mean_absolute_error: 68.6691 Epoch 1108/5000 148/148 [==============================] - 0s 40us/step - loss: 4201.6665 - mean_absolute_error: 45.4080 - val_loss: 8550.8831 - val_mean_absolute_error: 68.6493 Epoch 1109/5000 148/148 [==============================] - 0s 27us/step - loss: 4197.9341 - mean_absolute_error: 45.3830 - val_loss: 8546.9224 - val_mean_absolute_error: 68.6303 Epoch 1110/5000 148/148 [==============================] - 0s 41us/step - loss: 4194.2510 - mean_absolute_error: 45.3584 - val_loss: 8543.0758 - val_mean_absolute_error: 68.6117 Epoch 1111/5000 148/148 [==============================] - 0s 34us/step - loss: 4190.6113 - mean_absolute_error: 45.3338 - val_loss: 8539.2538 - val_mean_absolute_error: 68.5930 Epoch 1112/5000 148/148 [==============================] - 0s 34us/step - loss: 4186.9819 - mean_absolute_error: 45.3090 - val_loss: 8535.4663 - val_mean_absolute_error: 68.5742 Epoch 1113/5000 148/148 [==============================] - 0s 34us/step - loss: 4183.3350 - mean_absolute_error: 45.2842 - val_loss: 8531.7074 - val_mean_absolute_error: 68.5551 Epoch 1114/5000 148/148 [==============================] - 0s 34us/step - loss: 4179.7310 - mean_absolute_error: 45.2593 - val_loss: 8527.9632 - val_mean_absolute_error: 68.5364 Epoch 1115/5000 148/148 [==============================] - 0s 34us/step - loss: 4176.1582 - mean_absolute_error: 45.2349 - val_loss: 8524.2107 - val_mean_absolute_error: 68.5175 Epoch 1116/5000 148/148 [==============================] - 0s 34us/step - loss: 4172.5708 - mean_absolute_error: 45.2103 - val_loss: 8520.4603 - val_mean_absolute_error: 68.4993 Epoch 1117/5000 148/148 [==============================] - 0s 27us/step - loss: 4168.9644 - mean_absolute_error: 45.1854 - val_loss: 8516.7940 - val_mean_absolute_error: 68.4827 Epoch 1118/5000 148/148 [==============================] - 0s 27us/step - loss: 4165.3481 - mean_absolute_error: 45.1607 - val_loss: 8513.1839 - val_mean_absolute_error: 68.4666 Epoch 1119/5000 148/148 [==============================] - 0s 40us/step - loss: 4161.7915 - mean_absolute_error: 45.1364 - val_loss: 8509.6502 - val_mean_absolute_error: 68.4507 Epoch 1120/5000 148/148 [==============================] - 0s 34us/step - loss: 4158.1924 - mean_absolute_error: 45.1115 - val_loss: 8506.0605 - val_mean_absolute_error: 68.4346 Epoch 1121/5000 148/148 [==============================] - 0s 34us/step - loss: 4154.5703 - mean_absolute_error: 45.0863 - val_loss: 8502.4311 - val_mean_absolute_error: 68.4185 Epoch 1122/5000 148/148 [==============================] - 0s 34us/step - loss: 4150.9717 - mean_absolute_error: 45.0613 - val_loss: 8498.7391 - val_mean_absolute_error: 68.4031 Epoch 1123/5000 148/148 [==============================] - 0s 34us/step - loss: 4147.3716 - mean_absolute_error: 45.0365 - val_loss: 8495.0699 - val_mean_absolute_error: 68.3884 Epoch 1124/5000 148/148 [==============================] - 0s 41us/step - loss: 4143.7812 - mean_absolute_error: 45.0121 - val_loss: 8491.3874 - val_mean_absolute_error: 68.3738 Epoch 1125/5000 148/148 [==============================] - 0s 34us/step - loss: 4140.1235 - mean_absolute_error: 44.9871 - val_loss: 8487.6948 - val_mean_absolute_error: 68.3593 Epoch 1126/5000 148/148 [==============================] - 0s 27us/step - loss: 4136.4551 - mean_absolute_error: 44.9617 - val_loss: 8484.0275 - val_mean_absolute_error: 68.3449 Epoch 1127/5000 148/148 [==============================] - 0s 34us/step - loss: 4132.8472 - mean_absolute_error: 44.9360 - val_loss: 8480.3991 - val_mean_absolute_error: 68.3307 Epoch 1128/5000 148/148 [==============================] - 0s 34us/step - loss: 4129.2354 - mean_absolute_error: 44.9098 - val_loss: 8476.7682 - val_mean_absolute_error: 68.3162 Epoch 1129/5000 148/148 [==============================] - 0s 34us/step - loss: 4125.5469 - mean_absolute_error: 44.8830 - val_loss: 8473.1363 - val_mean_absolute_error: 68.3017 Epoch 1130/5000 148/148 [==============================] - 0s 34us/step - loss: 4121.8779 - mean_absolute_error: 44.8558 - val_loss: 8469.4579 - val_mean_absolute_error: 68.2871 Epoch 1131/5000 148/148 [==============================] - 0s 34us/step - loss: 4118.2544 - mean_absolute_error: 44.8286 - val_loss: 8465.8165 - val_mean_absolute_error: 68.2728 Epoch 1132/5000 148/148 [==============================] - 0s 34us/step - loss: 4114.6172 - mean_absolute_error: 44.8015 - val_loss: 8462.1624 - val_mean_absolute_error: 68.2586 Epoch 1133/5000 148/148 [==============================] - 0s 27us/step - loss: 4110.9990 - mean_absolute_error: 44.7744 - val_loss: 8458.5563 - val_mean_absolute_error: 68.2444 Epoch 1134/5000 148/148 [==============================] - 0s 41us/step - loss: 4107.3613 - mean_absolute_error: 44.7470 - val_loss: 8454.9175 - val_mean_absolute_error: 68.2300 Epoch 1135/5000 148/148 [==============================] - 0s 27us/step - loss: 4103.7324 - mean_absolute_error: 44.7199 - val_loss: 8451.2956 - val_mean_absolute_error: 68.2165 Epoch 1136/5000 148/148 [==============================] - 0s 27us/step - loss: 4100.0664 - mean_absolute_error: 44.6929 - val_loss: 8447.7004 - val_mean_absolute_error: 68.2027 Epoch 1137/5000 148/148 [==============================] - 0s 27us/step - loss: 4096.4150 - mean_absolute_error: 44.6658 - val_loss: 8444.1878 - val_mean_absolute_error: 68.1893 Epoch 1138/5000 148/148 [==============================] - 0s 34us/step - loss: 4092.7725 - mean_absolute_error: 44.6383 - val_loss: 8440.6678 - val_mean_absolute_error: 68.1764 Epoch 1139/5000 148/148 [==============================] - 0s 27us/step - loss: 4089.1414 - mean_absolute_error: 44.6110 - val_loss: 8437.1448 - val_mean_absolute_error: 68.1638 Epoch 1140/5000 148/148 [==============================] - 0s 34us/step - loss: 4085.5088 - mean_absolute_error: 44.5840 - val_loss: 8433.6819 - val_mean_absolute_error: 68.1515 Epoch 1141/5000 148/148 [==============================] - 0s 41us/step - loss: 4081.8804 - mean_absolute_error: 44.5567 - val_loss: 8430.1937 - val_mean_absolute_error: 68.1389 Epoch 1142/5000 148/148 [==============================] - 0s 27us/step - loss: 4078.2605 - mean_absolute_error: 44.5298 - val_loss: 8426.7030 - val_mean_absolute_error: 68.1264 Epoch 1143/5000 148/148 [==============================] - 0s 41us/step - loss: 4074.6047 - mean_absolute_error: 44.5030 - val_loss: 8423.2740 - val_mean_absolute_error: 68.1145 Epoch 1144/5000 148/148 [==============================] - 0s 34us/step - loss: 4071.0342 - mean_absolute_error: 44.4767 - val_loss: 8419.8898 - val_mean_absolute_error: 68.1024 Epoch 1145/5000 148/148 [==============================] - 0s 27us/step - loss: 4067.3948 - mean_absolute_error: 44.4497 - val_loss: 8416.4748 - val_mean_absolute_error: 68.0893 Epoch 1146/5000 148/148 [==============================] - 0s 34us/step - loss: 4063.8086 - mean_absolute_error: 44.4225 - val_loss: 8413.1203 - val_mean_absolute_error: 68.0769 Epoch 1147/5000 148/148 [==============================] - 0s 41us/step - loss: 4060.2373 - mean_absolute_error: 44.3957 - val_loss: 8409.6307 - val_mean_absolute_error: 68.0638 Epoch 1148/5000 148/148 [==============================] - 0s 41us/step - loss: 4056.6528 - mean_absolute_error: 44.3691 - val_loss: 8406.1995 - val_mean_absolute_error: 68.0518 Epoch 1149/5000 148/148 [==============================] - 0s 34us/step - loss: 4053.0415 - mean_absolute_error: 44.3444 - val_loss: 8402.7714 - val_mean_absolute_error: 68.0402 Epoch 1150/5000 148/148 [==============================] - 0s 34us/step - loss: 4049.4612 - mean_absolute_error: 44.3201 - val_loss: 8399.1586 - val_mean_absolute_error: 68.0279 Epoch 1151/5000 148/148 [==============================] - 0s 41us/step - loss: 4045.8987 - mean_absolute_error: 44.2957 - val_loss: 8395.4671 - val_mean_absolute_error: 68.0148 Epoch 1152/5000 148/148 [==============================] - 0s 34us/step - loss: 4042.3303 - mean_absolute_error: 44.2709 - val_loss: 8391.8518 - val_mean_absolute_error: 68.0020 Epoch 1153/5000 148/148 [==============================] - 0s 27us/step - loss: 4038.7808 - mean_absolute_error: 44.2460 - val_loss: 8388.3328 - val_mean_absolute_error: 67.9896 Epoch 1154/5000 148/148 [==============================] - 0s 27us/step - loss: 4035.2263 - mean_absolute_error: 44.2210 - val_loss: 8384.8220 - val_mean_absolute_error: 67.9775 Epoch 1155/5000 148/148 [==============================] - 0s 34us/step - loss: 4031.6680 - mean_absolute_error: 44.1963 - val_loss: 8381.2930 - val_mean_absolute_error: 67.9653 Epoch 1156/5000 148/148 [==============================] - 0s 34us/step - loss: 4028.1555 - mean_absolute_error: 44.1720 - val_loss: 8377.8740 - val_mean_absolute_error: 67.9532 Epoch 1157/5000 148/148 [==============================] - 0s 41us/step - loss: 4024.6697 - mean_absolute_error: 44.1480 - val_loss: 8374.4165 - val_mean_absolute_error: 67.9404 Epoch 1158/5000 148/148 [==============================] - 0s 27us/step - loss: 4021.2170 - mean_absolute_error: 44.1241 - val_loss: 8370.9540 - val_mean_absolute_error: 67.9278 Epoch 1159/5000 148/148 [==============================] - 0s 41us/step - loss: 4017.7690 - mean_absolute_error: 44.1005 - val_loss: 8367.3279 - val_mean_absolute_error: 67.9144 Epoch 1160/5000 148/148 [==============================] - 0s 34us/step - loss: 4014.3125 - mean_absolute_error: 44.0769 - val_loss: 8363.6469 - val_mean_absolute_error: 67.9008 Epoch 1161/5000 148/148 [==============================] - 0s 27us/step - loss: 4010.8569 - mean_absolute_error: 44.0548 - val_loss: 8360.0367 - val_mean_absolute_error: 67.8876 Epoch 1162/5000 148/148 [==============================] - 0s 34us/step - loss: 4007.4265 - mean_absolute_error: 44.0333 - val_loss: 8356.4627 - val_mean_absolute_error: 67.8743 Epoch 1163/5000 148/148 [==============================] - 0s 27us/step - loss: 4003.9819 - mean_absolute_error: 44.0116 - val_loss: 8352.9097 - val_mean_absolute_error: 67.8608 Epoch 1164/5000 148/148 [==============================] - 0s 27us/step - loss: 4000.5688 - mean_absolute_error: 43.9899 - val_loss: 8349.3452 - val_mean_absolute_error: 67.8469 Epoch 1165/5000 148/148 [==============================] - 0s 34us/step - loss: 3997.1418 - mean_absolute_error: 43.9684 - val_loss: 8345.7578 - val_mean_absolute_error: 67.8327 Epoch 1166/5000 148/148 [==============================] - 0s 34us/step - loss: 3993.7024 - mean_absolute_error: 43.9468 - val_loss: 8342.1858 - val_mean_absolute_error: 67.8184 Epoch 1167/5000 148/148 [==============================] - 0s 27us/step - loss: 3990.2905 - mean_absolute_error: 43.9247 - val_loss: 8338.6027 - val_mean_absolute_error: 67.8041 Epoch 1168/5000 148/148 [==============================] - 0s 34us/step - loss: 3986.8525 - mean_absolute_error: 43.9022 - val_loss: 8335.0360 - val_mean_absolute_error: 67.7901 Epoch 1169/5000 148/148 [==============================] - 0s 27us/step - loss: 3983.4207 - mean_absolute_error: 43.8800 - val_loss: 8331.5683 - val_mean_absolute_error: 67.7764 Epoch 1170/5000 148/148 [==============================] - 0s 34us/step - loss: 3980.0039 - mean_absolute_error: 43.8578 - val_loss: 8328.1230 - val_mean_absolute_error: 67.7626 Epoch 1171/5000 148/148 [==============================] - 0s 34us/step - loss: 3976.5840 - mean_absolute_error: 43.8355 - val_loss: 8324.6565 - val_mean_absolute_error: 67.7489 Epoch 1172/5000 148/148 [==============================] - 0s 34us/step - loss: 3973.2429 - mean_absolute_error: 43.8137 - val_loss: 8321.1379 - val_mean_absolute_error: 67.7355 Epoch 1173/5000 148/148 [==============================] - 0s 41us/step - loss: 3969.9114 - mean_absolute_error: 43.7921 - val_loss: 8317.5861 - val_mean_absolute_error: 67.7217 Epoch 1174/5000 148/148 [==============================] - 0s 27us/step - loss: 3966.6023 - mean_absolute_error: 43.7707 - val_loss: 8314.0490 - val_mean_absolute_error: 67.7074 Epoch 1175/5000 148/148 [==============================] - 0s 34us/step - loss: 3963.2866 - mean_absolute_error: 43.7493 - val_loss: 8310.5525 - val_mean_absolute_error: 67.6930 Epoch 1176/5000 148/148 [==============================] - 0s 41us/step - loss: 3959.9890 - mean_absolute_error: 43.7281 - val_loss: 8307.1605 - val_mean_absolute_error: 67.6788 Epoch 1177/5000 148/148 [==============================] - 0s 27us/step - loss: 3956.6753 - mean_absolute_error: 43.7069 - val_loss: 8303.7485 - val_mean_absolute_error: 67.6644 Epoch 1178/5000 148/148 [==============================] - 0s 34us/step - loss: 3953.3757 - mean_absolute_error: 43.6861 - val_loss: 8300.3865 - val_mean_absolute_error: 67.6502 Epoch 1179/5000 148/148 [==============================] - 0s 27us/step - loss: 3950.0828 - mean_absolute_error: 43.6650 - val_loss: 8297.1210 - val_mean_absolute_error: 67.6365 Epoch 1180/5000 148/148 [==============================] - 0s 27us/step - loss: 3946.8083 - mean_absolute_error: 43.6437 - val_loss: 8293.7907 - val_mean_absolute_error: 67.6226 Epoch 1181/5000 148/148 [==============================] - 0s 34us/step - loss: 3943.5283 - mean_absolute_error: 43.6223 - val_loss: 8290.4290 - val_mean_absolute_error: 67.6086 Epoch 1182/5000 148/148 [==============================] - 0s 34us/step - loss: 3940.2356 - mean_absolute_error: 43.6009 - val_loss: 8287.1108 - val_mean_absolute_error: 67.5949 Epoch 1183/5000 148/148 [==============================] - 0s 34us/step - loss: 3936.9509 - mean_absolute_error: 43.5796 - val_loss: 8283.8775 - val_mean_absolute_error: 67.5816 Epoch 1184/5000 148/148 [==============================] - 0s 34us/step - loss: 3933.7117 - mean_absolute_error: 43.5589 - val_loss: 8280.7223 - val_mean_absolute_error: 67.5685 Epoch 1185/5000 148/148 [==============================] - 0s 27us/step - loss: 3930.5283 - mean_absolute_error: 43.5386 - val_loss: 8277.5317 - val_mean_absolute_error: 67.5549 Epoch 1186/5000 148/148 [==============================] - 0s 27us/step - loss: 3927.3176 - mean_absolute_error: 43.5176 - val_loss: 8274.3067 - val_mean_absolute_error: 67.5406 Epoch 1187/5000 148/148 [==============================] - 0s 27us/step - loss: 3924.1013 - mean_absolute_error: 43.4961 - val_loss: 8271.0895 - val_mean_absolute_error: 67.5263 Epoch 1188/5000 148/148 [==============================] - 0s 27us/step - loss: 3920.8906 - mean_absolute_error: 43.4743 - val_loss: 8267.8374 - val_mean_absolute_error: 67.5118 Epoch 1189/5000 148/148 [==============================] - 0s 27us/step - loss: 3917.6909 - mean_absolute_error: 43.4526 - val_loss: 8264.6493 - val_mean_absolute_error: 67.4979 Epoch 1190/5000 148/148 [==============================] - 0s 41us/step - loss: 3914.4890 - mean_absolute_error: 43.4313 - val_loss: 8261.5703 - val_mean_absolute_error: 67.4842 Epoch 1191/5000 148/148 [==============================] - 0s 34us/step - loss: 3911.3147 - mean_absolute_error: 43.4101 - val_loss: 8258.5652 - val_mean_absolute_error: 67.4708 Epoch 1192/5000 148/148 [==============================] - 0s 27us/step - loss: 3908.1199 - mean_absolute_error: 43.3889 - val_loss: 8255.5581 - val_mean_absolute_error: 67.4572 Epoch 1193/5000 148/148 [==============================] - 0s 34us/step - loss: 3904.9612 - mean_absolute_error: 43.3675 - val_loss: 8252.5650 - val_mean_absolute_error: 67.4436 Epoch 1194/5000 148/148 [==============================] - 0s 34us/step - loss: 3901.8611 - mean_absolute_error: 43.3470 - val_loss: 8249.5254 - val_mean_absolute_error: 67.4298 Epoch 1195/5000 148/148 [==============================] - 0s 34us/step - loss: 3898.7866 - mean_absolute_error: 43.3267 - val_loss: 8246.5068 - val_mean_absolute_error: 67.4157 Epoch 1196/5000 148/148 [==============================] - 0s 34us/step - loss: 3895.7478 - mean_absolute_error: 43.3065 - val_loss: 8243.5237 - val_mean_absolute_error: 67.4015 Epoch 1197/5000 148/148 [==============================] - 0s 34us/step - loss: 3892.6960 - mean_absolute_error: 43.2860 - val_loss: 8240.5185 - val_mean_absolute_error: 67.3869 Epoch 1198/5000 148/148 [==============================] - 0s 27us/step - loss: 3889.6631 - mean_absolute_error: 43.2655 - val_loss: 8237.4694 - val_mean_absolute_error: 67.3722 Epoch 1199/5000 148/148 [==============================] - 0s 34us/step - loss: 3886.6250 - mean_absolute_error: 43.2453 - val_loss: 8234.4769 - val_mean_absolute_error: 67.3579 Epoch 1200/5000 148/148 [==============================] - 0s 27us/step - loss: 3883.5891 - mean_absolute_error: 43.2256 - val_loss: 8231.5812 - val_mean_absolute_error: 67.3439 Epoch 1201/5000 148/148 [==============================] - 0s 34us/step - loss: 3880.5925 - mean_absolute_error: 43.2060 - val_loss: 8228.7309 - val_mean_absolute_error: 67.3298 Epoch 1202/5000 148/148 [==============================] - 0s 34us/step - loss: 3877.5723 - mean_absolute_error: 43.1863 - val_loss: 8225.9246 - val_mean_absolute_error: 67.3158 Epoch 1203/5000 148/148 [==============================] - 0s 34us/step - loss: 3874.5740 - mean_absolute_error: 43.1666 - val_loss: 8223.0560 - val_mean_absolute_error: 67.3016 Epoch 1204/5000 148/148 [==============================] - 0s 41us/step - loss: 3871.5798 - mean_absolute_error: 43.1470 - val_loss: 8220.1403 - val_mean_absolute_error: 67.2872 Epoch 1205/5000 148/148 [==============================] - 0s 34us/step - loss: 3868.5891 - mean_absolute_error: 43.1275 - val_loss: 8217.1961 - val_mean_absolute_error: 67.2727 Epoch 1206/5000 148/148 [==============================] - 0s 34us/step - loss: 3865.6436 - mean_absolute_error: 43.1083 - val_loss: 8214.3219 - val_mean_absolute_error: 67.2584 Epoch 1207/5000 148/148 [==============================] - 0s 47us/step - loss: 3862.7073 - mean_absolute_error: 43.0886 - val_loss: 8211.5110 - val_mean_absolute_error: 67.2442 Epoch 1208/5000 148/148 [==============================] - 0s 27us/step - loss: 3859.7078 - mean_absolute_error: 43.0681 - val_loss: 8208.6878 - val_mean_absolute_error: 67.2298 Epoch 1209/5000 148/148 [==============================] - 0s 27us/step - loss: 3856.7412 - mean_absolute_error: 43.0473 - val_loss: 8205.8215 - val_mean_absolute_error: 67.2155 Epoch 1210/5000 148/148 [==============================] - 0s 27us/step - loss: 3853.7969 - mean_absolute_error: 43.0267 - val_loss: 8203.0017 - val_mean_absolute_error: 67.2017 Epoch 1211/5000 148/148 [==============================] - 0s 34us/step - loss: 3850.9478 - mean_absolute_error: 43.0076 - val_loss: 8200.2683 - val_mean_absolute_error: 67.1886 Epoch 1212/5000 148/148 [==============================] - 0s 27us/step - loss: 3848.1025 - mean_absolute_error: 42.9889 - val_loss: 8197.6813 - val_mean_absolute_error: 67.1762 Epoch 1213/5000 148/148 [==============================] - 0s 41us/step - loss: 3845.2969 - mean_absolute_error: 42.9703 - val_loss: 8195.1343 - val_mean_absolute_error: 67.1640 Epoch 1214/5000 148/148 [==============================] - 0s 34us/step - loss: 3842.4878 - mean_absolute_error: 42.9514 - val_loss: 8192.6091 - val_mean_absolute_error: 67.1514 Epoch 1215/5000 148/148 [==============================] - 0s 27us/step - loss: 3839.6267 - mean_absolute_error: 42.9319 - val_loss: 8190.1069 - val_mean_absolute_error: 67.1392 Epoch 1216/5000 148/148 [==============================] - 0s 27us/step - loss: 3836.8101 - mean_absolute_error: 42.9129 - val_loss: 8187.5687 - val_mean_absolute_error: 67.1269 Epoch 1217/5000 148/148 [==============================] - 0s 27us/step - loss: 3834.0051 - mean_absolute_error: 42.8944 - val_loss: 8185.0591 - val_mean_absolute_error: 67.1148 Epoch 1218/5000 148/148 [==============================] - 0s 34us/step - loss: 3831.2332 - mean_absolute_error: 42.8762 - val_loss: 8182.6298 - val_mean_absolute_error: 67.1027 Epoch 1219/5000 148/148 [==============================] - 0s 34us/step - loss: 3828.4421 - mean_absolute_error: 42.8576 - val_loss: 8180.2339 - val_mean_absolute_error: 67.0907 Epoch 1220/5000 148/148 [==============================] - 0s 34us/step - loss: 3825.6321 - mean_absolute_error: 42.8386 - val_loss: 8177.8831 - val_mean_absolute_error: 67.0788 Epoch 1221/5000 148/148 [==============================] - 0s 27us/step - loss: 3822.8240 - mean_absolute_error: 42.8195 - val_loss: 8175.5910 - val_mean_absolute_error: 67.0676 Epoch 1222/5000 148/148 [==============================] - 0s 34us/step - loss: 3820.0186 - mean_absolute_error: 42.8008 - val_loss: 8173.4010 - val_mean_absolute_error: 67.0568 Epoch 1223/5000 148/148 [==============================] - 0s 41us/step - loss: 3817.2397 - mean_absolute_error: 42.7820 - val_loss: 8171.2320 - val_mean_absolute_error: 67.0464 Epoch 1224/5000 148/148 [==============================] - 0s 34us/step - loss: 3814.4646 - mean_absolute_error: 42.7635 - val_loss: 8169.0139 - val_mean_absolute_error: 67.0359 Epoch 1225/5000 148/148 [==============================] - 0s 34us/step - loss: 3811.6904 - mean_absolute_error: 42.7454 - val_loss: 8166.7763 - val_mean_absolute_error: 67.0251 Epoch 1226/5000 148/148 [==============================] - 0s 27us/step - loss: 3808.9067 - mean_absolute_error: 42.7264 - val_loss: 8164.5180 - val_mean_absolute_error: 67.0146 Epoch 1227/5000 148/148 [==============================] - 0s 34us/step - loss: 3806.1445 - mean_absolute_error: 42.7075 - val_loss: 8162.3272 - val_mean_absolute_error: 67.0040 Epoch 1228/5000 148/148 [==============================] - 0s 27us/step - loss: 3803.4045 - mean_absolute_error: 42.6887 - val_loss: 8160.1368 - val_mean_absolute_error: 66.9935 Epoch 1229/5000 148/148 [==============================] - 0s 34us/step - loss: 3800.6726 - mean_absolute_error: 42.6704 - val_loss: 8158.0574 - val_mean_absolute_error: 66.9832 Epoch 1230/5000 148/148 [==============================] - 0s 47us/step - loss: 3797.9114 - mean_absolute_error: 42.6517 - val_loss: 8155.9239 - val_mean_absolute_error: 66.9726 Epoch 1231/5000 148/148 [==============================] - 0s 27us/step - loss: 3795.1748 - mean_absolute_error: 42.6333 - val_loss: 8153.7391 - val_mean_absolute_error: 66.9616 Epoch 1232/5000 148/148 [==============================] - 0s 41us/step - loss: 3792.4548 - mean_absolute_error: 42.6147 - val_loss: 8151.5092 - val_mean_absolute_error: 66.9500 Epoch 1233/5000 148/148 [==============================] - 0s 34us/step - loss: 3789.7310 - mean_absolute_error: 42.5951 - val_loss: 8149.2225 - val_mean_absolute_error: 66.9384 Epoch 1234/5000 148/148 [==============================] - 0s 41us/step - loss: 3786.9958 - mean_absolute_error: 42.5756 - val_loss: 8146.9977 - val_mean_absolute_error: 66.9270 Epoch 1235/5000 148/148 [==============================] - 0s 34us/step - loss: 3784.2605 - mean_absolute_error: 42.5562 - val_loss: 8144.7704 - val_mean_absolute_error: 66.9157 Epoch 1236/5000 148/148 [==============================] - 0s 27us/step - loss: 3781.5330 - mean_absolute_error: 42.5373 - val_loss: 8142.5990 - val_mean_absolute_error: 66.9046 Epoch 1237/5000 148/148 [==============================] - 0s 27us/step - loss: 3778.8184 - mean_absolute_error: 42.5185 - val_loss: 8140.4033 - val_mean_absolute_error: 66.8931 Epoch 1238/5000 148/148 [==============================] - 0s 34us/step - loss: 3776.0833 - mean_absolute_error: 42.4989 - val_loss: 8138.1287 - val_mean_absolute_error: 66.8814 Epoch 1239/5000 148/148 [==============================] - 0s 41us/step - loss: 3773.3628 - mean_absolute_error: 42.4796 - val_loss: 8135.8196 - val_mean_absolute_error: 66.8699 Epoch 1240/5000 148/148 [==============================] - 0s 34us/step - loss: 3770.6665 - mean_absolute_error: 42.4605 - val_loss: 8133.5412 - val_mean_absolute_error: 66.8580 Epoch 1241/5000 148/148 [==============================] - 0s 34us/step - loss: 3767.9434 - mean_absolute_error: 42.4411 - val_loss: 8131.2660 - val_mean_absolute_error: 66.8461 Epoch 1242/5000 148/148 [==============================] - 0s 27us/step - loss: 3765.2732 - mean_absolute_error: 42.4220 - val_loss: 8128.9552 - val_mean_absolute_error: 66.8345 Epoch 1243/5000 148/148 [==============================] - 0s 34us/step - loss: 3762.5710 - mean_absolute_error: 42.4032 - val_loss: 8126.6470 - val_mean_absolute_error: 66.8234 Epoch 1244/5000 148/148 [==============================] - 0s 34us/step - loss: 3759.8530 - mean_absolute_error: 42.3846 - val_loss: 8124.2612 - val_mean_absolute_error: 66.8123 Epoch 1245/5000 148/148 [==============================] - 0s 34us/step - loss: 3757.1616 - mean_absolute_error: 42.3663 - val_loss: 8121.8392 - val_mean_absolute_error: 66.8008 Epoch 1246/5000 148/148 [==============================] - 0s 34us/step - loss: 3754.4705 - mean_absolute_error: 42.3481 - val_loss: 8119.3528 - val_mean_absolute_error: 66.7885 Epoch 1247/5000 148/148 [==============================] - 0s 34us/step - loss: 3751.8010 - mean_absolute_error: 42.3295 - val_loss: 8116.9291 - val_mean_absolute_error: 66.7761 Epoch 1248/5000 148/148 [==============================] - 0s 34us/step - loss: 3749.0769 - mean_absolute_error: 42.3103 - val_loss: 8114.5751 - val_mean_absolute_error: 66.7637 Epoch 1249/5000 148/148 [==============================] - 0s 34us/step - loss: 3746.3582 - mean_absolute_error: 42.2908 - val_loss: 8112.2792 - val_mean_absolute_error: 66.7519 Epoch 1250/5000 148/148 [==============================] - 0s 27us/step - loss: 3743.7073 - mean_absolute_error: 42.2722 - val_loss: 8109.9255 - val_mean_absolute_error: 66.7402 Epoch 1251/5000 148/148 [==============================] - 0s 34us/step - loss: 3740.9890 - mean_absolute_error: 42.2535 - val_loss: 8107.4808 - val_mean_absolute_error: 66.7286 Epoch 1252/5000 148/148 [==============================] - 0s 34us/step - loss: 3738.2251 - mean_absolute_error: 42.2350 - val_loss: 8104.9419 - val_mean_absolute_error: 66.7169 Epoch 1253/5000 148/148 [==============================] - 0s 34us/step - loss: 3735.5330 - mean_absolute_error: 42.2170 - val_loss: 8102.4100 - val_mean_absolute_error: 66.7047 Epoch 1254/5000 148/148 [==============================] - 0s 41us/step - loss: 3732.8147 - mean_absolute_error: 42.1985 - val_loss: 8099.8988 - val_mean_absolute_error: 66.6924 Epoch 1255/5000 148/148 [==============================] - 0s 27us/step - loss: 3730.0835 - mean_absolute_error: 42.1795 - val_loss: 8097.5123 - val_mean_absolute_error: 66.6822 Epoch 1256/5000 148/148 [==============================] - 0s 34us/step - loss: 3727.3899 - mean_absolute_error: 42.1606 - val_loss: 8095.2528 - val_mean_absolute_error: 66.6728 Epoch 1257/5000 148/148 [==============================] - 0s 34us/step - loss: 3724.6917 - mean_absolute_error: 42.1416 - val_loss: 8093.0467 - val_mean_absolute_error: 66.6640 Epoch 1258/5000 148/148 [==============================] - 0s 34us/step - loss: 3722.0151 - mean_absolute_error: 42.1232 - val_loss: 8090.7847 - val_mean_absolute_error: 66.6553 Epoch 1259/5000 148/148 [==============================] - 0s 27us/step - loss: 3719.3037 - mean_absolute_error: 42.1048 - val_loss: 8088.4795 - val_mean_absolute_error: 66.6463 Epoch 1260/5000 148/148 [==============================] - 0s 41us/step - loss: 3716.6165 - mean_absolute_error: 42.0864 - val_loss: 8086.1697 - val_mean_absolute_error: 66.6367 Epoch 1261/5000 148/148 [==============================] - 0s 27us/step - loss: 3713.9160 - mean_absolute_error: 42.0674 - val_loss: 8083.8095 - val_mean_absolute_error: 66.6270 Epoch 1262/5000 148/148 [==============================] - 0s 27us/step - loss: 3711.2454 - mean_absolute_error: 42.0481 - val_loss: 8081.4894 - val_mean_absolute_error: 66.6177 Epoch 1263/5000 148/148 [==============================] - 0s 34us/step - loss: 3708.5503 - mean_absolute_error: 42.0289 - val_loss: 8079.2005 - val_mean_absolute_error: 66.6091 Epoch 1264/5000 148/148 [==============================] - 0s 27us/step - loss: 3705.8386 - mean_absolute_error: 42.0100 - val_loss: 8076.9767 - val_mean_absolute_error: 66.6005 Epoch 1265/5000 148/148 [==============================] - 0s 34us/step - loss: 3703.1436 - mean_absolute_error: 41.9912 - val_loss: 8074.8069 - val_mean_absolute_error: 66.5920 Epoch 1266/5000 148/148 [==============================] - 0s 34us/step - loss: 3700.4277 - mean_absolute_error: 41.9724 - val_loss: 8072.6674 - val_mean_absolute_error: 66.5834 Epoch 1267/5000 148/148 [==============================] - 0s 34us/step - loss: 3697.7493 - mean_absolute_error: 41.9534 - val_loss: 8070.4690 - val_mean_absolute_error: 66.5746 Epoch 1268/5000 148/148 [==============================] - 0s 27us/step - loss: 3695.0803 - mean_absolute_error: 41.9345 - val_loss: 8068.1830 - val_mean_absolute_error: 66.5657 Epoch 1269/5000 148/148 [==============================] - 0s 34us/step - loss: 3692.3801 - mean_absolute_error: 41.9155 - val_loss: 8065.8527 - val_mean_absolute_error: 66.5564 Epoch 1270/5000 148/148 [==============================] - 0s 27us/step - loss: 3689.6804 - mean_absolute_error: 41.8958 - val_loss: 8063.4560 - val_mean_absolute_error: 66.5468 Epoch 1271/5000 148/148 [==============================] - 0s 34us/step - loss: 3686.9988 - mean_absolute_error: 41.8761 - val_loss: 8061.1582 - val_mean_absolute_error: 66.5375 Epoch 1272/5000 148/148 [==============================] - 0s 27us/step - loss: 3684.3196 - mean_absolute_error: 41.8562 - val_loss: 8058.9223 - val_mean_absolute_error: 66.5285 Epoch 1273/5000 148/148 [==============================] - 0s 34us/step - loss: 3681.6492 - mean_absolute_error: 41.8363 - val_loss: 8056.5756 - val_mean_absolute_error: 66.5192 Epoch 1274/5000 148/148 [==============================] - 0s 34us/step - loss: 3678.9792 - mean_absolute_error: 41.8170 - val_loss: 8054.0971 - val_mean_absolute_error: 66.5093 Epoch 1275/5000 148/148 [==============================] - 0s 34us/step - loss: 3676.3015 - mean_absolute_error: 41.7978 - val_loss: 8051.6438 - val_mean_absolute_error: 66.4995 Epoch 1276/5000 148/148 [==============================] - 0s 41us/step - loss: 3673.6052 - mean_absolute_error: 41.7785 - val_loss: 8049.1962 - val_mean_absolute_error: 66.4897 Epoch 1277/5000 148/148 [==============================] - 0s 41us/step - loss: 3670.9392 - mean_absolute_error: 41.7588 - val_loss: 8046.6990 - val_mean_absolute_error: 66.4796 Epoch 1278/5000 148/148 [==============================] - 0s 34us/step - loss: 3668.2944 - mean_absolute_error: 41.7391 - val_loss: 8044.2920 - val_mean_absolute_error: 66.4701 Epoch 1279/5000 148/148 [==============================] - 0s 34us/step - loss: 3665.6267 - mean_absolute_error: 41.7196 - val_loss: 8041.8019 - val_mean_absolute_error: 66.4602 Epoch 1280/5000 148/148 [==============================] - 0s 34us/step - loss: 3662.9502 - mean_absolute_error: 41.7005 - val_loss: 8039.2617 - val_mean_absolute_error: 66.4499 Epoch 1281/5000 148/148 [==============================] - 0s 41us/step - loss: 3660.3108 - mean_absolute_error: 41.6816 - val_loss: 8036.7110 - val_mean_absolute_error: 66.4392 Epoch 1282/5000 148/148 [==============================] - 0s 41us/step - loss: 3657.6448 - mean_absolute_error: 41.6621 - val_loss: 8034.0648 - val_mean_absolute_error: 66.4276 Epoch 1283/5000 148/148 [==============================] - 0s 27us/step - loss: 3654.9509 - mean_absolute_error: 41.6421 - val_loss: 8031.3671 - val_mean_absolute_error: 66.4154 Epoch 1284/5000 148/148 [==============================] - 0s 34us/step - loss: 3652.2437 - mean_absolute_error: 41.6215 - val_loss: 8028.7289 - val_mean_absolute_error: 66.4031 Epoch 1285/5000 148/148 [==============================] - 0s 34us/step - loss: 3649.6069 - mean_absolute_error: 41.6007 - val_loss: 8026.1515 - val_mean_absolute_error: 66.3915 Epoch 1286/5000 148/148 [==============================] - 0s 27us/step - loss: 3646.9729 - mean_absolute_error: 41.5803 - val_loss: 8023.5177 - val_mean_absolute_error: 66.3799 Epoch 1287/5000 148/148 [==============================] - 0s 34us/step - loss: 3644.3298 - mean_absolute_error: 41.5602 - val_loss: 8020.8726 - val_mean_absolute_error: 66.3682 Epoch 1288/5000 148/148 [==============================] - 0s 34us/step - loss: 3641.6926 - mean_absolute_error: 41.5403 - val_loss: 8018.2551 - val_mean_absolute_error: 66.3566 Epoch 1289/5000 148/148 [==============================] - 0s 27us/step - loss: 3639.0540 - mean_absolute_error: 41.5208 - val_loss: 8015.6864 - val_mean_absolute_error: 66.3447 Epoch 1290/5000 148/148 [==============================] - 0s 27us/step - loss: 3636.4663 - mean_absolute_error: 41.5014 - val_loss: 8013.0904 - val_mean_absolute_error: 66.3323 Epoch 1291/5000 148/148 [==============================] - 0s 34us/step - loss: 3633.8523 - mean_absolute_error: 41.4814 - val_loss: 8010.4443 - val_mean_absolute_error: 66.3197 Epoch 1292/5000 148/148 [==============================] - 0s 34us/step - loss: 3631.2344 - mean_absolute_error: 41.4620 - val_loss: 8007.7948 - val_mean_absolute_error: 66.3069 Epoch 1293/5000 148/148 [==============================] - 0s 34us/step - loss: 3628.6047 - mean_absolute_error: 41.4428 - val_loss: 8005.1903 - val_mean_absolute_error: 66.2939 Epoch 1294/5000 148/148 [==============================] - 0s 27us/step - loss: 3626.0039 - mean_absolute_error: 41.4236 - val_loss: 8002.5469 - val_mean_absolute_error: 66.2809 Epoch 1295/5000 148/148 [==============================] - 0s 27us/step - loss: 3623.4023 - mean_absolute_error: 41.4047 - val_loss: 7999.8380 - val_mean_absolute_error: 66.2675 Epoch 1296/5000 148/148 [==============================] - 0s 27us/step - loss: 3620.7976 - mean_absolute_error: 41.3856 - val_loss: 7997.1056 - val_mean_absolute_error: 66.2540 Epoch 1297/5000 148/148 [==============================] - 0s 34us/step - loss: 3618.2036 - mean_absolute_error: 41.3664 - val_loss: 7994.3705 - val_mean_absolute_error: 66.2403 Epoch 1298/5000 148/148 [==============================] - 0s 34us/step - loss: 3615.6274 - mean_absolute_error: 41.3471 - val_loss: 7991.6740 - val_mean_absolute_error: 66.2270 Epoch 1299/5000 148/148 [==============================] - 0s 27us/step - loss: 3613.0786 - mean_absolute_error: 41.3280 - val_loss: 7988.9824 - val_mean_absolute_error: 66.2139 Epoch 1300/5000 148/148 [==============================] - 0s 34us/step - loss: 3610.5000 - mean_absolute_error: 41.3094 - val_loss: 7986.3230 - val_mean_absolute_error: 66.2007 Epoch 1301/5000 148/148 [==============================] - 0s 34us/step - loss: 3607.9399 - mean_absolute_error: 41.2909 - val_loss: 7983.7282 - val_mean_absolute_error: 66.1879 Epoch 1302/5000 148/148 [==============================] - 0s 41us/step - loss: 3605.3975 - mean_absolute_error: 41.2725 - val_loss: 7981.1453 - val_mean_absolute_error: 66.1751 Epoch 1303/5000 148/148 [==============================] - 0s 34us/step - loss: 3602.8367 - mean_absolute_error: 41.2539 - val_loss: 7978.5502 - val_mean_absolute_error: 66.1627 Epoch 1304/5000 148/148 [==============================] - 0s 27us/step - loss: 3600.2935 - mean_absolute_error: 41.2358 - val_loss: 7975.9898 - val_mean_absolute_error: 66.1507 Epoch 1305/5000 148/148 [==============================] - 0s 27us/step - loss: 3597.7542 - mean_absolute_error: 41.2182 - val_loss: 7973.4536 - val_mean_absolute_error: 66.1387 Epoch 1306/5000 148/148 [==============================] - 0s 34us/step - loss: 3595.2019 - mean_absolute_error: 41.2005 - val_loss: 7971.0273 - val_mean_absolute_error: 66.1275 Epoch 1307/5000 148/148 [==============================] - 0s 34us/step - loss: 3592.6428 - mean_absolute_error: 41.1830 - val_loss: 7968.6426 - val_mean_absolute_error: 66.1171 Epoch 1308/5000 148/148 [==============================] - 0s 27us/step - loss: 3590.0676 - mean_absolute_error: 41.1661 - val_loss: 7966.3817 - val_mean_absolute_error: 66.1073 Epoch 1309/5000 148/148 [==============================] - 0s 41us/step - loss: 3587.5452 - mean_absolute_error: 41.1494 - val_loss: 7964.0730 - val_mean_absolute_error: 66.0971 Epoch 1310/5000 148/148 [==============================] - 0s 41us/step - loss: 3585.0022 - mean_absolute_error: 41.1324 - val_loss: 7961.6815 - val_mean_absolute_error: 66.0859 Epoch 1311/5000 148/148 [==============================] - 0s 27us/step - loss: 3582.4695 - mean_absolute_error: 41.1157 - val_loss: 7959.3028 - val_mean_absolute_error: 66.0749 Epoch 1312/5000 148/148 [==============================] - 0s 41us/step - loss: 3579.9321 - mean_absolute_error: 41.0994 - val_loss: 7956.9796 - val_mean_absolute_error: 66.0645 Epoch 1313/5000 148/148 [==============================] - 0s 34us/step - loss: 3577.4443 - mean_absolute_error: 41.0838 - val_loss: 7954.8028 - val_mean_absolute_error: 66.0551 Epoch 1314/5000 148/148 [==============================] - 0s 34us/step - loss: 3574.9490 - mean_absolute_error: 41.0681 - val_loss: 7952.7286 - val_mean_absolute_error: 66.0463 Epoch 1315/5000 148/148 [==============================] - 0s 34us/step - loss: 3572.4399 - mean_absolute_error: 41.0521 - val_loss: 7950.7257 - val_mean_absolute_error: 66.0373 Epoch 1316/5000 148/148 [==============================] - 0s 41us/step - loss: 3569.9253 - mean_absolute_error: 41.0358 - val_loss: 7948.8167 - val_mean_absolute_error: 66.0288 Epoch 1317/5000 148/148 [==============================] - 0s 34us/step - loss: 3567.4307 - mean_absolute_error: 41.0197 - val_loss: 7946.9603 - val_mean_absolute_error: 66.0204 Epoch 1318/5000 148/148 [==============================] - 0s 34us/step - loss: 3564.9700 - mean_absolute_error: 41.0035 - val_loss: 7945.0031 - val_mean_absolute_error: 66.0116 Epoch 1319/5000 148/148 [==============================] - 0s 34us/step - loss: 3562.5071 - mean_absolute_error: 40.9869 - val_loss: 7943.0098 - val_mean_absolute_error: 66.0029 Epoch 1320/5000 148/148 [==============================] - 0s 27us/step - loss: 3560.0244 - mean_absolute_error: 40.9706 - val_loss: 7941.0772 - val_mean_absolute_error: 65.9946 Epoch 1321/5000 148/148 [==============================] - 0s 34us/step - loss: 3557.5427 - mean_absolute_error: 40.9544 - val_loss: 7939.1354 - val_mean_absolute_error: 65.9864 Epoch 1322/5000 148/148 [==============================] - 0s 34us/step - loss: 3555.1030 - mean_absolute_error: 40.9386 - val_loss: 7937.1664 - val_mean_absolute_error: 65.9777 Epoch 1323/5000 148/148 [==============================] - 0s 27us/step - loss: 3552.6523 - mean_absolute_error: 40.9227 - val_loss: 7935.1256 - val_mean_absolute_error: 65.9678 Epoch 1324/5000 148/148 [==============================] - 0s 34us/step - loss: 3550.1934 - mean_absolute_error: 40.9062 - val_loss: 7933.0263 - val_mean_absolute_error: 65.9572 Epoch 1325/5000 148/148 [==============================] - 0s 34us/step - loss: 3547.7627 - mean_absolute_error: 40.8893 - val_loss: 7930.9402 - val_mean_absolute_error: 65.9458 Epoch 1326/5000 148/148 [==============================] - 0s 34us/step - loss: 3545.2910 - mean_absolute_error: 40.8709 - val_loss: 7928.8886 - val_mean_absolute_error: 65.9347 Epoch 1327/5000 148/148 [==============================] - 0s 34us/step - loss: 3542.8640 - mean_absolute_error: 40.8526 - val_loss: 7926.8531 - val_mean_absolute_error: 65.9240 Epoch 1328/5000 148/148 [==============================] - 0s 27us/step - loss: 3540.4092 - mean_absolute_error: 40.8346 - val_loss: 7924.7550 - val_mean_absolute_error: 65.9134 Epoch 1329/5000 148/148 [==============================] - 0s 34us/step - loss: 3537.9561 - mean_absolute_error: 40.8168 - val_loss: 7922.7001 - val_mean_absolute_error: 65.9031 Epoch 1330/5000 148/148 [==============================] - 0s 34us/step - loss: 3535.5227 - mean_absolute_error: 40.7993 - val_loss: 7920.7821 - val_mean_absolute_error: 65.8937 Epoch 1331/5000 148/148 [==============================] - 0s 34us/step - loss: 3533.0752 - mean_absolute_error: 40.7818 - val_loss: 7918.9095 - val_mean_absolute_error: 65.8846 Epoch 1332/5000 148/148 [==============================] - 0s 34us/step - loss: 3530.6331 - mean_absolute_error: 40.7641 - val_loss: 7917.0914 - val_mean_absolute_error: 65.8755 Epoch 1333/5000 148/148 [==============================] - 0s 34us/step - loss: 3528.1558 - mean_absolute_error: 40.7463 - val_loss: 7915.3623 - val_mean_absolute_error: 65.8673 Epoch 1334/5000 148/148 [==============================] - 0s 27us/step - loss: 3525.6899 - mean_absolute_error: 40.7282 - val_loss: 7913.6384 - val_mean_absolute_error: 65.8595 Epoch 1335/5000 148/148 [==============================] - 0s 41us/step - loss: 3523.2617 - mean_absolute_error: 40.7103 - val_loss: 7911.9905 - val_mean_absolute_error: 65.8522 Epoch 1336/5000 148/148 [==============================] - 0s 27us/step - loss: 3520.8342 - mean_absolute_error: 40.6924 - val_loss: 7910.3819 - val_mean_absolute_error: 65.8452 Epoch 1337/5000 148/148 [==============================] - 0s 34us/step - loss: 3518.4448 - mean_absolute_error: 40.6751 - val_loss: 7908.7670 - val_mean_absolute_error: 65.8379 Epoch 1338/5000 148/148 [==============================] - 0s 41us/step - loss: 3516.0134 - mean_absolute_error: 40.6575 - val_loss: 7907.1854 - val_mean_absolute_error: 65.8304 Epoch 1339/5000 148/148 [==============================] - 0s 27us/step - loss: 3513.5620 - mean_absolute_error: 40.6399 - val_loss: 7905.7064 - val_mean_absolute_error: 65.8235 Epoch 1340/5000 148/148 [==============================] - 0s 41us/step - loss: 3511.0938 - mean_absolute_error: 40.6226 - val_loss: 7904.1536 - val_mean_absolute_error: 65.8164 Epoch 1341/5000 148/148 [==============================] - 0s 34us/step - loss: 3508.6775 - mean_absolute_error: 40.6055 - val_loss: 7902.5364 - val_mean_absolute_error: 65.8090 Epoch 1342/5000 148/148 [==============================] - 0s 27us/step - loss: 3506.2747 - mean_absolute_error: 40.5891 - val_loss: 7900.8507 - val_mean_absolute_error: 65.8018 Epoch 1343/5000 148/148 [==============================] - 0s 27us/step - loss: 3503.8584 - mean_absolute_error: 40.5725 - val_loss: 7899.1999 - val_mean_absolute_error: 65.7947 Epoch 1344/5000 148/148 [==============================] - 0s 34us/step - loss: 3501.4548 - mean_absolute_error: 40.5562 - val_loss: 7897.7592 - val_mean_absolute_error: 65.7885 Epoch 1345/5000 148/148 [==============================] - 0s 34us/step - loss: 3499.0208 - mean_absolute_error: 40.5402 - val_loss: 7896.3301 - val_mean_absolute_error: 65.7821 Epoch 1346/5000 148/148 [==============================] - 0s 41us/step - loss: 3496.5835 - mean_absolute_error: 40.5238 - val_loss: 7894.9564 - val_mean_absolute_error: 65.7762 Epoch 1347/5000 148/148 [==============================] - 0s 34us/step - loss: 3494.1523 - mean_absolute_error: 40.5073 - val_loss: 7893.6180 - val_mean_absolute_error: 65.7701 Epoch 1348/5000 148/148 [==============================] - 0s 34us/step - loss: 3491.7571 - mean_absolute_error: 40.4904 - val_loss: 7892.2661 - val_mean_absolute_error: 65.7642 Epoch 1349/5000 148/148 [==============================] - 0s 34us/step - loss: 3489.3318 - mean_absolute_error: 40.4732 - val_loss: 7890.9919 - val_mean_absolute_error: 65.7594 Epoch 1350/5000 148/148 [==============================] - 0s 34us/step - loss: 3486.8748 - mean_absolute_error: 40.4569 - val_loss: 7889.6389 - val_mean_absolute_error: 65.7545 Epoch 1351/5000 148/148 [==============================] - 0s 34us/step - loss: 3484.4387 - mean_absolute_error: 40.4413 - val_loss: 7888.2955 - val_mean_absolute_error: 65.7493 Epoch 1352/5000 148/148 [==============================] - 0s 34us/step - loss: 3482.0586 - mean_absolute_error: 40.4259 - val_loss: 7886.8689 - val_mean_absolute_error: 65.7428 Epoch 1353/5000 148/148 [==============================] - 0s 27us/step - loss: 3479.6255 - mean_absolute_error: 40.4088 - val_loss: 7885.4484 - val_mean_absolute_error: 65.7358 Epoch 1354/5000 148/148 [==============================] - 0s 41us/step - loss: 3477.2117 - mean_absolute_error: 40.3914 - val_loss: 7883.8902 - val_mean_absolute_error: 65.7290 Epoch 1355/5000 148/148 [==============================] - 0s 27us/step - loss: 3474.8267 - mean_absolute_error: 40.3751 - val_loss: 7882.1089 - val_mean_absolute_error: 65.7230 Epoch 1356/5000 148/148 [==============================] - 0s 41us/step - loss: 3472.4204 - mean_absolute_error: 40.3589 - val_loss: 7880.3515 - val_mean_absolute_error: 65.7172 Epoch 1357/5000 148/148 [==============================] - 0s 34us/step - loss: 3470.0649 - mean_absolute_error: 40.3434 - val_loss: 7878.6613 - val_mean_absolute_error: 65.7112 Epoch 1358/5000 148/148 [==============================] - 0s 34us/step - loss: 3467.6870 - mean_absolute_error: 40.3272 - val_loss: 7877.0888 - val_mean_absolute_error: 65.7051 Epoch 1359/5000 148/148 [==============================] - 0s 27us/step - loss: 3465.3140 - mean_absolute_error: 40.3099 - val_loss: 7875.4003 - val_mean_absolute_error: 65.6984 Epoch 1360/5000 148/148 [==============================] - 0s 27us/step - loss: 3462.9160 - mean_absolute_error: 40.2920 - val_loss: 7873.7869 - val_mean_absolute_error: 65.6921 Epoch 1361/5000 148/148 [==============================] - 0s 41us/step - loss: 3460.5090 - mean_absolute_error: 40.2745 - val_loss: 7872.2792 - val_mean_absolute_error: 65.6866 Epoch 1362/5000 148/148 [==============================] - 0s 34us/step - loss: 3458.2007 - mean_absolute_error: 40.2584 - val_loss: 7870.6773 - val_mean_absolute_error: 65.6808 Epoch 1363/5000 148/148 [==============================] - 0s 34us/step - loss: 3455.8555 - mean_absolute_error: 40.2416 - val_loss: 7869.1087 - val_mean_absolute_error: 65.6753 Epoch 1364/5000 148/148 [==============================] - 0s 27us/step - loss: 3453.4609 - mean_absolute_error: 40.2247 - val_loss: 7867.5009 - val_mean_absolute_error: 65.6697 Epoch 1365/5000 148/148 [==============================] - 0s 27us/step - loss: 3451.0422 - mean_absolute_error: 40.2076 - val_loss: 7865.7854 - val_mean_absolute_error: 65.6638 Epoch 1366/5000 148/148 [==============================] - 0s 27us/step - loss: 3448.6685 - mean_absolute_error: 40.1915 - val_loss: 7864.1514 - val_mean_absolute_error: 65.6581 Epoch 1367/5000 148/148 [==============================] - 0s 34us/step - loss: 3446.3491 - mean_absolute_error: 40.1763 - val_loss: 7862.4022 - val_mean_absolute_error: 65.6516 Epoch 1368/5000 148/148 [==============================] - 0s 34us/step - loss: 3443.9663 - mean_absolute_error: 40.1609 - val_loss: 7860.7249 - val_mean_absolute_error: 65.6448 Epoch 1369/5000 148/148 [==============================] - 0s 20us/step - loss: 3441.5857 - mean_absolute_error: 40.1443 - val_loss: 7859.0935 - val_mean_absolute_error: 65.6380 Epoch 1370/5000 148/148 [==============================] - 0s 34us/step - loss: 3439.2183 - mean_absolute_error: 40.1273 - val_loss: 7857.5678 - val_mean_absolute_error: 65.6320 Epoch 1371/5000 148/148 [==============================] - 0s 27us/step - loss: 3436.8706 - mean_absolute_error: 40.1110 - val_loss: 7855.9716 - val_mean_absolute_error: 65.6265 Epoch 1372/5000 148/148 [==============================] - 0s 41us/step - loss: 3434.5193 - mean_absolute_error: 40.0958 - val_loss: 7854.3455 - val_mean_absolute_error: 65.6209 Epoch 1373/5000 148/148 [==============================] - 0s 27us/step - loss: 3432.1680 - mean_absolute_error: 40.0803 - val_loss: 7852.7275 - val_mean_absolute_error: 65.6153 Epoch 1374/5000 148/148 [==============================] - 0s 34us/step - loss: 3429.8203 - mean_absolute_error: 40.0643 - val_loss: 7851.1000 - val_mean_absolute_error: 65.6087 Epoch 1375/5000 148/148 [==============================] - 0s 27us/step - loss: 3427.5042 - mean_absolute_error: 40.0480 - val_loss: 7849.4737 - val_mean_absolute_error: 65.6021 Epoch 1376/5000 148/148 [==============================] - 0s 41us/step - loss: 3425.1738 - mean_absolute_error: 40.0316 - val_loss: 7847.9364 - val_mean_absolute_error: 65.5960 Epoch 1377/5000 148/148 [==============================] - 0s 34us/step - loss: 3422.8274 - mean_absolute_error: 40.0157 - val_loss: 7846.5157 - val_mean_absolute_error: 65.5908 Epoch 1378/5000 148/148 [==============================] - 0s 34us/step - loss: 3420.4868 - mean_absolute_error: 40.0003 - val_loss: 7845.1200 - val_mean_absolute_error: 65.5858 Epoch 1379/5000 148/148 [==============================] - 0s 27us/step - loss: 3418.1667 - mean_absolute_error: 39.9853 - val_loss: 7843.5755 - val_mean_absolute_error: 65.5803 Epoch 1380/5000 148/148 [==============================] - 0s 34us/step - loss: 3415.8386 - mean_absolute_error: 39.9704 - val_loss: 7841.9877 - val_mean_absolute_error: 65.5750 Epoch 1381/5000 148/148 [==============================] - 0s 34us/step - loss: 3413.5063 - mean_absolute_error: 39.9556 - val_loss: 7840.5372 - val_mean_absolute_error: 65.5703 Epoch 1382/5000 148/148 [==============================] - 0s 27us/step - loss: 3411.2212 - mean_absolute_error: 39.9406 - val_loss: 7839.1989 - val_mean_absolute_error: 65.5665 Epoch 1383/5000 148/148 [==============================] - 0s 27us/step - loss: 3408.9031 - mean_absolute_error: 39.9251 - val_loss: 7837.8316 - val_mean_absolute_error: 65.5626 Epoch 1384/5000 148/148 [==============================] - 0s 27us/step - loss: 3406.5664 - mean_absolute_error: 39.9099 - val_loss: 7836.4894 - val_mean_absolute_error: 65.5593 Epoch 1385/5000 148/148 [==============================] - 0s 34us/step - loss: 3404.2915 - mean_absolute_error: 39.8955 - val_loss: 7835.1531 - val_mean_absolute_error: 65.5559 Epoch 1386/5000 148/148 [==============================] - 0s 34us/step - loss: 3402.0027 - mean_absolute_error: 39.8808 - val_loss: 7833.7823 - val_mean_absolute_error: 65.5520 Epoch 1387/5000 148/148 [==============================] - 0s 47us/step - loss: 3399.6594 - mean_absolute_error: 39.8657 - val_loss: 7832.3565 - val_mean_absolute_error: 65.5482 Epoch 1388/5000 148/148 [==============================] - 0s 47us/step - loss: 3397.3706 - mean_absolute_error: 39.8503 - val_loss: 7831.0520 - val_mean_absolute_error: 65.5452 Epoch 1389/5000 148/148 [==============================] - 0s 41us/step - loss: 3395.0601 - mean_absolute_error: 39.8355 - val_loss: 7829.7945 - val_mean_absolute_error: 65.5429 Epoch 1390/5000 148/148 [==============================] - 0s 41us/step - loss: 3392.7439 - mean_absolute_error: 39.8214 - val_loss: 7828.5340 - val_mean_absolute_error: 65.5405 Epoch 1391/5000 148/148 [==============================] - 0s 41us/step - loss: 3390.4565 - mean_absolute_error: 39.8077 - val_loss: 7827.1943 - val_mean_absolute_error: 65.5368 Epoch 1392/5000 148/148 [==============================] - 0s 27us/step - loss: 3388.1345 - mean_absolute_error: 39.7926 - val_loss: 7825.7959 - val_mean_absolute_error: 65.5322 Epoch 1393/5000 148/148 [==============================] - 0s 34us/step - loss: 3385.8633 - mean_absolute_error: 39.7770 - val_loss: 7824.3601 - val_mean_absolute_error: 65.5278 Epoch 1394/5000 148/148 [==============================] - 0s 34us/step - loss: 3383.5706 - mean_absolute_error: 39.7613 - val_loss: 7822.9246 - val_mean_absolute_error: 65.5239 Epoch 1395/5000 148/148 [==============================] - 0s 34us/step - loss: 3381.2783 - mean_absolute_error: 39.7466 - val_loss: 7821.6353 - val_mean_absolute_error: 65.5212 Epoch 1396/5000 148/148 [==============================] - 0s 34us/step - loss: 3379.0325 - mean_absolute_error: 39.7324 - val_loss: 7820.4176 - val_mean_absolute_error: 65.5187 Epoch 1397/5000 148/148 [==============================] - 0s 34us/step - loss: 3376.7476 - mean_absolute_error: 39.7179 - val_loss: 7819.2047 - val_mean_absolute_error: 65.5160 Epoch 1398/5000 148/148 [==============================] - 0s 34us/step - loss: 3374.4932 - mean_absolute_error: 39.7040 - val_loss: 7817.7932 - val_mean_absolute_error: 65.5118 Epoch 1399/5000 148/148 [==============================] - 0s 34us/step - loss: 3372.2573 - mean_absolute_error: 39.6894 - val_loss: 7816.1961 - val_mean_absolute_error: 65.5070 Epoch 1400/5000 148/148 [==============================] - 0s 34us/step - loss: 3369.9836 - mean_absolute_error: 39.6743 - val_loss: 7814.4614 - val_mean_absolute_error: 65.5015 Epoch 1401/5000 148/148 [==============================] - 0s 34us/step - loss: 3367.7266 - mean_absolute_error: 39.6592 - val_loss: 7812.9003 - val_mean_absolute_error: 65.4966 Epoch 1402/5000 148/148 [==============================] - 0s 27us/step - loss: 3365.5015 - mean_absolute_error: 39.6441 - val_loss: 7811.4259 - val_mean_absolute_error: 65.4919 Epoch 1403/5000 148/148 [==============================] - 0s 27us/step - loss: 3363.2351 - mean_absolute_error: 39.6296 - val_loss: 7809.9755 - val_mean_absolute_error: 65.4877 Epoch 1404/5000 148/148 [==============================] - 0s 34us/step - loss: 3360.9658 - mean_absolute_error: 39.6159 - val_loss: 7808.6260 - val_mean_absolute_error: 65.4841 Epoch 1405/5000 148/148 [==============================] - 0s 34us/step - loss: 3358.7383 - mean_absolute_error: 39.6027 - val_loss: 7807.1479 - val_mean_absolute_error: 65.4807 Epoch 1406/5000 148/148 [==============================] - 0s 34us/step - loss: 3356.4941 - mean_absolute_error: 39.5892 - val_loss: 7805.5593 - val_mean_absolute_error: 65.4769 Epoch 1407/5000 148/148 [==============================] - 0s 41us/step - loss: 3354.2329 - mean_absolute_error: 39.5755 - val_loss: 7804.0473 - val_mean_absolute_error: 65.4733 Epoch 1408/5000 148/148 [==============================] - 0s 27us/step - loss: 3352.0105 - mean_absolute_error: 39.5620 - val_loss: 7802.4255 - val_mean_absolute_error: 65.4689 Epoch 1409/5000 148/148 [==============================] - 0s 27us/step - loss: 3349.7695 - mean_absolute_error: 39.5483 - val_loss: 7800.6370 - val_mean_absolute_error: 65.4630 Epoch 1410/5000 148/148 [==============================] - 0s 34us/step - loss: 3347.5056 - mean_absolute_error: 39.5341 - val_loss: 7798.8531 - val_mean_absolute_error: 65.4569 Epoch 1411/5000 148/148 [==============================] - 0s 34us/step - loss: 3345.2744 - mean_absolute_error: 39.5194 - val_loss: 7797.2511 - val_mean_absolute_error: 65.4520 Epoch 1412/5000 148/148 [==============================] - 0s 34us/step - loss: 3343.0605 - mean_absolute_error: 39.5053 - val_loss: 7795.7540 - val_mean_absolute_error: 65.4473 Epoch 1413/5000 148/148 [==============================] - 0s 41us/step - loss: 3340.8210 - mean_absolute_error: 39.4914 - val_loss: 7794.3762 - val_mean_absolute_error: 65.4438 Epoch 1414/5000 148/148 [==============================] - 0s 27us/step - loss: 3338.5945 - mean_absolute_error: 39.4780 - val_loss: 7793.0867 - val_mean_absolute_error: 65.4403 Epoch 1415/5000 148/148 [==============================] - 0s 34us/step - loss: 3336.3721 - mean_absolute_error: 39.4643 - val_loss: 7791.6574 - val_mean_absolute_error: 65.4359 Epoch 1416/5000 148/148 [==============================] - 0s 27us/step - loss: 3334.1370 - mean_absolute_error: 39.4498 - val_loss: 7789.9937 - val_mean_absolute_error: 65.4305 Epoch 1417/5000 148/148 [==============================] - 0s 34us/step - loss: 3331.9363 - mean_absolute_error: 39.4356 - val_loss: 7788.3460 - val_mean_absolute_error: 65.4248 Epoch 1418/5000 148/148 [==============================] - 0s 27us/step - loss: 3329.7024 - mean_absolute_error: 39.4205 - val_loss: 7786.5555 - val_mean_absolute_error: 65.4186 Epoch 1419/5000 148/148 [==============================] - 0s 27us/step - loss: 3327.4824 - mean_absolute_error: 39.4056 - val_loss: 7784.6952 - val_mean_absolute_error: 65.4120 Epoch 1420/5000 148/148 [==============================] - 0s 34us/step - loss: 3325.2612 - mean_absolute_error: 39.3904 - val_loss: 7782.9159 - val_mean_absolute_error: 65.4064 Epoch 1421/5000 148/148 [==============================] - 0s 27us/step - loss: 3323.0408 - mean_absolute_error: 39.3755 - val_loss: 7781.0957 - val_mean_absolute_error: 65.4010 Epoch 1422/5000 148/148 [==============================] - 0s 41us/step - loss: 3320.8264 - mean_absolute_error: 39.3614 - val_loss: 7779.3473 - val_mean_absolute_error: 65.3957 Epoch 1423/5000 148/148 [==============================] - 0s 34us/step - loss: 3318.6287 - mean_absolute_error: 39.3475 - val_loss: 7777.6184 - val_mean_absolute_error: 65.3902 Epoch 1424/5000 148/148 [==============================] - 0s 34us/step - loss: 3316.4004 - mean_absolute_error: 39.3326 - val_loss: 7775.9401 - val_mean_absolute_error: 65.3844 Epoch 1425/5000 148/148 [==============================] - 0s 27us/step - loss: 3314.1687 - mean_absolute_error: 39.3174 - val_loss: 7774.4090 - val_mean_absolute_error: 65.3790 Epoch 1426/5000 148/148 [==============================] - 0s 34us/step - loss: 3311.9431 - mean_absolute_error: 39.3020 - val_loss: 7772.8318 - val_mean_absolute_error: 65.3738 Epoch 1427/5000 148/148 [==============================] - 0s 34us/step - loss: 3309.7249 - mean_absolute_error: 39.2872 - val_loss: 7771.1689 - val_mean_absolute_error: 65.3686 Epoch 1428/5000 148/148 [==============================] - 0s 34us/step - loss: 3307.5027 - mean_absolute_error: 39.2730 - val_loss: 7769.5719 - val_mean_absolute_error: 65.3636 Epoch 1429/5000 148/148 [==============================] - 0s 41us/step - loss: 3305.2927 - mean_absolute_error: 39.2581 - val_loss: 7768.0532 - val_mean_absolute_error: 65.3590 Epoch 1430/5000 148/148 [==============================] - 0s 27us/step - loss: 3303.0610 - mean_absolute_error: 39.2428 - val_loss: 7766.5516 - val_mean_absolute_error: 65.3541 Epoch 1431/5000 148/148 [==============================] - 0s 27us/step - loss: 3300.8867 - mean_absolute_error: 39.2270 - val_loss: 7765.0908 - val_mean_absolute_error: 65.3500 Epoch 1432/5000 148/148 [==============================] - 0s 34us/step - loss: 3298.6860 - mean_absolute_error: 39.2120 - val_loss: 7763.5312 - val_mean_absolute_error: 65.3456 Epoch 1433/5000 148/148 [==============================] - 0s 27us/step - loss: 3296.4524 - mean_absolute_error: 39.1977 - val_loss: 7761.8924 - val_mean_absolute_error: 65.3406 Epoch 1434/5000 148/148 [==============================] - 0s 34us/step - loss: 3294.2209 - mean_absolute_error: 39.1836 - val_loss: 7760.2892 - val_mean_absolute_error: 65.3351 Epoch 1435/5000 148/148 [==============================] - 0s 34us/step - loss: 3292.0566 - mean_absolute_error: 39.1688 - val_loss: 7758.6582 - val_mean_absolute_error: 65.3295 Epoch 1436/5000 148/148 [==============================] - 0s 27us/step - loss: 3289.8730 - mean_absolute_error: 39.1534 - val_loss: 7757.1392 - val_mean_absolute_error: 65.3248 Epoch 1437/5000 148/148 [==============================] - 0s 34us/step - loss: 3287.6494 - mean_absolute_error: 39.1377 - val_loss: 7755.5306 - val_mean_absolute_error: 65.3202 Epoch 1438/5000 148/148 [==============================] - 0s 34us/step - loss: 3285.4197 - mean_absolute_error: 39.1219 - val_loss: 7753.9008 - val_mean_absolute_error: 65.3156 Epoch 1439/5000 148/148 [==============================] - 0s 34us/step - loss: 3283.2122 - mean_absolute_error: 39.1067 - val_loss: 7752.2872 - val_mean_absolute_error: 65.3111 Epoch 1440/5000 148/148 [==============================] - 0s 41us/step - loss: 3281.0149 - mean_absolute_error: 39.0918 - val_loss: 7750.7457 - val_mean_absolute_error: 65.3065 Epoch 1441/5000 148/148 [==============================] - 0s 34us/step - loss: 3278.8284 - mean_absolute_error: 39.0769 - val_loss: 7749.2243 - val_mean_absolute_error: 65.3019 Epoch 1442/5000 148/148 [==============================] - 0s 27us/step - loss: 3276.6074 - mean_absolute_error: 39.0616 - val_loss: 7747.7760 - val_mean_absolute_error: 65.2977 Epoch 1443/5000 148/148 [==============================] - 0s 34us/step - loss: 3274.4282 - mean_absolute_error: 39.0466 - val_loss: 7746.2200 - val_mean_absolute_error: 65.2931 Epoch 1444/5000 148/148 [==============================] - 0s 27us/step - loss: 3272.2603 - mean_absolute_error: 39.0321 - val_loss: 7744.5980 - val_mean_absolute_error: 65.2880 Epoch 1445/5000 148/148 [==============================] - 0s 34us/step - loss: 3270.0852 - mean_absolute_error: 39.0173 - val_loss: 7743.0987 - val_mean_absolute_error: 65.2832 Epoch 1446/5000 148/148 [==============================] - 0s 34us/step - loss: 3267.8899 - mean_absolute_error: 39.0020 - val_loss: 7741.6642 - val_mean_absolute_error: 65.2789 Epoch 1447/5000 148/148 [==============================] - 0s 34us/step - loss: 3265.7227 - mean_absolute_error: 38.9872 - val_loss: 7740.3498 - val_mean_absolute_error: 65.2750 Epoch 1448/5000 148/148 [==============================] - 0s 27us/step - loss: 3263.5461 - mean_absolute_error: 38.9726 - val_loss: 7739.1360 - val_mean_absolute_error: 65.2717 Epoch 1449/5000 148/148 [==============================] - 0s 34us/step - loss: 3261.3665 - mean_absolute_error: 38.9582 - val_loss: 7737.8188 - val_mean_absolute_error: 65.2680 Epoch 1450/5000 148/148 [==============================] - 0s 34us/step - loss: 3259.1858 - mean_absolute_error: 38.9437 - val_loss: 7736.3813 - val_mean_absolute_error: 65.2649 Epoch 1451/5000 148/148 [==============================] - 0s 27us/step - loss: 3257.0178 - mean_absolute_error: 38.9293 - val_loss: 7734.9285 - val_mean_absolute_error: 65.2613 Epoch 1452/5000 148/148 [==============================] - 0s 41us/step - loss: 3254.8313 - mean_absolute_error: 38.9136 - val_loss: 7733.4132 - val_mean_absolute_error: 65.2574 Epoch 1453/5000 148/148 [==============================] - 0s 27us/step - loss: 3252.6531 - mean_absolute_error: 38.8985 - val_loss: 7731.9049 - val_mean_absolute_error: 65.2533 Epoch 1454/5000 148/148 [==============================] - 0s 34us/step - loss: 3250.4558 - mean_absolute_error: 38.8837 - val_loss: 7730.3967 - val_mean_absolute_error: 65.2487 Epoch 1455/5000 148/148 [==============================] - 0s 34us/step - loss: 3248.2759 - mean_absolute_error: 38.8687 - val_loss: 7728.8679 - val_mean_absolute_error: 65.2446 Epoch 1456/5000 148/148 [==============================] - 0s 34us/step - loss: 3246.0820 - mean_absolute_error: 38.8538 - val_loss: 7727.4147 - val_mean_absolute_error: 65.2411 Epoch 1457/5000 148/148 [==============================] - 0s 34us/step - loss: 3243.8696 - mean_absolute_error: 38.8395 - val_loss: 7726.0805 - val_mean_absolute_error: 65.2390 Epoch 1458/5000 148/148 [==============================] - 0s 27us/step - loss: 3241.6785 - mean_absolute_error: 38.8258 - val_loss: 7724.7206 - val_mean_absolute_error: 65.2372 Epoch 1459/5000 148/148 [==============================] - 0s 34us/step - loss: 3239.5244 - mean_absolute_error: 38.8125 - val_loss: 7723.3730 - val_mean_absolute_error: 65.2347 Epoch 1460/5000 148/148 [==============================] - 0s 27us/step - loss: 3237.3584 - mean_absolute_error: 38.7984 - val_loss: 7721.9406 - val_mean_absolute_error: 65.2314 Epoch 1461/5000 148/148 [==============================] - 0s 34us/step - loss: 3235.1965 - mean_absolute_error: 38.7845 - val_loss: 7720.3251 - val_mean_absolute_error: 65.2269 Epoch 1462/5000 148/148 [==============================] - 0s 34us/step - loss: 3233.0347 - mean_absolute_error: 38.7707 - val_loss: 7718.5513 - val_mean_absolute_error: 65.2212 Epoch 1463/5000 148/148 [==============================] - 0s 34us/step - loss: 3230.8721 - mean_absolute_error: 38.7567 - val_loss: 7716.8220 - val_mean_absolute_error: 65.2161 Epoch 1464/5000 148/148 [==============================] - 0s 34us/step - loss: 3228.7156 - mean_absolute_error: 38.7432 - val_loss: 7715.1037 - val_mean_absolute_error: 65.2112 Epoch 1465/5000 148/148 [==============================] - 0s 27us/step - loss: 3226.5544 - mean_absolute_error: 38.7300 - val_loss: 7713.3674 - val_mean_absolute_error: 65.2062 Epoch 1466/5000 148/148 [==============================] - 0s 27us/step - loss: 3224.4087 - mean_absolute_error: 38.7167 - val_loss: 7711.6585 - val_mean_absolute_error: 65.2008 Epoch 1467/5000 148/148 [==============================] - 0s 34us/step - loss: 3222.2283 - mean_absolute_error: 38.7023 - val_loss: 7709.9793 - val_mean_absolute_error: 65.1952 Epoch 1468/5000 148/148 [==============================] - 0s 34us/step - loss: 3220.0503 - mean_absolute_error: 38.6872 - val_loss: 7708.3277 - val_mean_absolute_error: 65.1896 Epoch 1469/5000 148/148 [==============================] - 0s 27us/step - loss: 3217.9187 - mean_absolute_error: 38.6723 - val_loss: 7706.7532 - val_mean_absolute_error: 65.1852 Epoch 1470/5000 148/148 [==============================] - 0s 34us/step - loss: 3215.8049 - mean_absolute_error: 38.6586 - val_loss: 7705.1972 - val_mean_absolute_error: 65.1822 Epoch 1471/5000 148/148 [==============================] - 0s 27us/step - loss: 3213.6929 - mean_absolute_error: 38.6461 - val_loss: 7703.7264 - val_mean_absolute_error: 65.1794 Epoch 1472/5000 148/148 [==============================] - 0s 34us/step - loss: 3211.5847 - mean_absolute_error: 38.6335 - val_loss: 7702.2898 - val_mean_absolute_error: 65.1767 Epoch 1473/5000 148/148 [==============================] - 0s 34us/step - loss: 3209.4851 - mean_absolute_error: 38.6203 - val_loss: 7700.8882 - val_mean_absolute_error: 65.1738 Epoch 1474/5000 148/148 [==============================] - 0s 34us/step - loss: 3207.3347 - mean_absolute_error: 38.6057 - val_loss: 7699.4545 - val_mean_absolute_error: 65.1707 Epoch 1475/5000 148/148 [==============================] - 0s 34us/step - loss: 3205.3018 - mean_absolute_error: 38.5917 - val_loss: 7697.9175 - val_mean_absolute_error: 65.1675 Epoch 1476/5000 148/148 [==============================] - 0s 41us/step - loss: 3203.2112 - mean_absolute_error: 38.5784 - val_loss: 7696.3443 - val_mean_absolute_error: 65.1643 Epoch 1477/5000 148/148 [==============================] - 0s 34us/step - loss: 3201.0508 - mean_absolute_error: 38.5649 - val_loss: 7694.8111 - val_mean_absolute_error: 65.1618 Epoch 1478/5000 148/148 [==============================] - 0s 27us/step - loss: 3198.9524 - mean_absolute_error: 38.5524 - val_loss: 7693.3644 - val_mean_absolute_error: 65.1588 Epoch 1479/5000 148/148 [==============================] - 0s 34us/step - loss: 3196.8767 - mean_absolute_error: 38.5386 - val_loss: 7691.7910 - val_mean_absolute_error: 65.1542 Epoch 1480/5000 148/148 [==============================] - 0s 27us/step - loss: 3194.7488 - mean_absolute_error: 38.5234 - val_loss: 7690.1355 - val_mean_absolute_error: 65.1490 Epoch 1481/5000 148/148 [==============================] - 0s 47us/step - loss: 3192.6526 - mean_absolute_error: 38.5084 - val_loss: 7688.6408 - val_mean_absolute_error: 65.1450 Epoch 1482/5000 148/148 [==============================] - 0s 41us/step - loss: 3190.6101 - mean_absolute_error: 38.4943 - val_loss: 7687.1099 - val_mean_absolute_error: 65.1415 Epoch 1483/5000 148/148 [==============================] - 0s 34us/step - loss: 3188.5298 - mean_absolute_error: 38.4809 - val_loss: 7685.5617 - val_mean_absolute_error: 65.1383 Epoch 1484/5000 148/148 [==============================] - 0s 34us/step - loss: 3186.4368 - mean_absolute_error: 38.4679 - val_loss: 7683.9217 - val_mean_absolute_error: 65.1349 Epoch 1485/5000 148/148 [==============================] - 0s 54us/step - loss: 3184.4282 - mean_absolute_error: 38.4558 - val_loss: 7682.3976 - val_mean_absolute_error: 65.1318 Epoch 1486/5000 148/148 [==============================] - 0s 34us/step - loss: 3182.3596 - mean_absolute_error: 38.4424 - val_loss: 7681.0697 - val_mean_absolute_error: 65.1292 Epoch 1487/5000 148/148 [==============================] - 0s 34us/step - loss: 3180.2842 - mean_absolute_error: 38.4285 - val_loss: 7679.8487 - val_mean_absolute_error: 65.1267 Epoch 1488/5000 148/148 [==============================] - 0s 34us/step - loss: 3178.2363 - mean_absolute_error: 38.4147 - val_loss: 7678.5230 - val_mean_absolute_error: 65.1235 Epoch 1489/5000 148/148 [==============================] - 0s 34us/step - loss: 3176.1816 - mean_absolute_error: 38.4003 - val_loss: 7677.1940 - val_mean_absolute_error: 65.1207 Epoch 1490/5000 148/148 [==============================] - 0s 34us/step - loss: 3174.1333 - mean_absolute_error: 38.3865 - val_loss: 7675.8071 - val_mean_absolute_error: 65.1181 Epoch 1491/5000 148/148 [==============================] - 0s 34us/step - loss: 3172.0701 - mean_absolute_error: 38.3730 - val_loss: 7674.4374 - val_mean_absolute_error: 65.1158 Epoch 1492/5000 148/148 [==============================] - 0s 27us/step - loss: 3170.0308 - mean_absolute_error: 38.3602 - val_loss: 7673.0629 - val_mean_absolute_error: 65.1130 Epoch 1493/5000 148/148 [==============================] - 0s 54us/step - loss: 3167.9785 - mean_absolute_error: 38.3470 - val_loss: 7671.7432 - val_mean_absolute_error: 65.1103 Epoch 1494/5000 148/148 [==============================] - 0s 34us/step - loss: 3165.9434 - mean_absolute_error: 38.3333 - val_loss: 7670.4036 - val_mean_absolute_error: 65.1075 Epoch 1495/5000 148/148 [==============================] - 0s 27us/step - loss: 3163.9204 - mean_absolute_error: 38.3194 - val_loss: 7668.9110 - val_mean_absolute_error: 65.1037 Epoch 1496/5000 148/148 [==============================] - 0s 27us/step - loss: 3161.9009 - mean_absolute_error: 38.3057 - val_loss: 7667.4951 - val_mean_absolute_error: 65.1006 Epoch 1497/5000 148/148 [==============================] - 0s 27us/step - loss: 3159.8818 - mean_absolute_error: 38.2932 - val_loss: 7666.0964 - val_mean_absolute_error: 65.0972 Epoch 1498/5000 148/148 [==============================] - 0s 34us/step - loss: 3157.8428 - mean_absolute_error: 38.2807 - val_loss: 7664.7040 - val_mean_absolute_error: 65.0930 Epoch 1499/5000 148/148 [==============================] - 0s 34us/step - loss: 3155.6211 - mean_absolute_error: 38.2673 - val_loss: 7663.3750 - val_mean_absolute_error: 65.0883 Epoch 1500/5000 148/148 [==============================] - 0s 27us/step - loss: 3153.4336 - mean_absolute_error: 38.2532 - val_loss: 7662.1108 - val_mean_absolute_error: 65.0844 Epoch 1501/5000 148/148 [==============================] - 0s 34us/step - loss: 3151.2585 - mean_absolute_error: 38.2388 - val_loss: 7660.9364 - val_mean_absolute_error: 65.0815 Epoch 1502/5000 148/148 [==============================] - 0s 27us/step - loss: 3149.0164 - mean_absolute_error: 38.2247 - val_loss: 7659.7824 - val_mean_absolute_error: 65.0790 Epoch 1503/5000 148/148 [==============================] - 0s 27us/step - loss: 3146.7166 - mean_absolute_error: 38.2106 - val_loss: 7658.5877 - val_mean_absolute_error: 65.0762 Epoch 1504/5000 148/148 [==============================] - 0s 34us/step - loss: 3144.4165 - mean_absolute_error: 38.1968 - val_loss: 7657.4913 - val_mean_absolute_error: 65.0738 Epoch 1505/5000 148/148 [==============================] - 0s 27us/step - loss: 3142.1245 - mean_absolute_error: 38.1826 - val_loss: 7656.4364 - val_mean_absolute_error: 65.0717 Epoch 1506/5000 148/148 [==============================] - 0s 27us/step - loss: 3139.7852 - mean_absolute_error: 38.1675 - val_loss: 7655.3860 - val_mean_absolute_error: 65.0696 Epoch 1507/5000 148/148 [==============================] - 0s 34us/step - loss: 3137.4478 - mean_absolute_error: 38.1520 - val_loss: 7654.3460 - val_mean_absolute_error: 65.0677 Epoch 1508/5000 148/148 [==============================] - 0s 27us/step - loss: 3135.0823 - mean_absolute_error: 38.1364 - val_loss: 7653.2800 - val_mean_absolute_error: 65.0657 Epoch 1509/5000 148/148 [==============================] - 0s 34us/step - loss: 3132.7056 - mean_absolute_error: 38.1206 - val_loss: 7652.2972 - val_mean_absolute_error: 65.0646 Epoch 1510/5000 148/148 [==============================] - 0s 41us/step - loss: 3130.3499 - mean_absolute_error: 38.1058 - val_loss: 7651.2758 - val_mean_absolute_error: 65.0628 Epoch 1511/5000 148/148 [==============================] - 0s 27us/step - loss: 3127.9465 - mean_absolute_error: 38.0910 - val_loss: 7650.3260 - val_mean_absolute_error: 65.0612 Epoch 1512/5000 148/148 [==============================] - 0s 27us/step - loss: 3125.5684 - mean_absolute_error: 38.0760 - val_loss: 7649.4872 - val_mean_absolute_error: 65.0602 Epoch 1513/5000 148/148 [==============================] - 0s 34us/step - loss: 3123.2000 - mean_absolute_error: 38.0611 - val_loss: 7648.6843 - val_mean_absolute_error: 65.0597 Epoch 1514/5000 148/148 [==============================] - 0s 34us/step - loss: 3120.8154 - mean_absolute_error: 38.0465 - val_loss: 7647.8787 - val_mean_absolute_error: 65.0591 Epoch 1515/5000 148/148 [==============================] - 0s 34us/step - loss: 3118.4790 - mean_absolute_error: 38.0320 - val_loss: 7646.9735 - val_mean_absolute_error: 65.0581 Epoch 1516/5000 148/148 [==============================] - 0s 27us/step - loss: 3116.1716 - mean_absolute_error: 38.0171 - val_loss: 7646.0657 - val_mean_absolute_error: 65.0575 Epoch 1517/5000 148/148 [==============================] - 0s 34us/step - loss: 3113.8118 - mean_absolute_error: 38.0027 - val_loss: 7645.1403 - val_mean_absolute_error: 65.0568 Epoch 1518/5000 148/148 [==============================] - 0s 34us/step - loss: 3111.4634 - mean_absolute_error: 37.9888 - val_loss: 7644.2679 - val_mean_absolute_error: 65.0561 Epoch 1519/5000 148/148 [==============================] - 0s 27us/step - loss: 3109.1311 - mean_absolute_error: 37.9757 - val_loss: 7643.4435 - val_mean_absolute_error: 65.0551 Epoch 1520/5000 148/148 [==============================] - 0s 34us/step - loss: 3106.8601 - mean_absolute_error: 37.9630 - val_loss: 7642.6347 - val_mean_absolute_error: 65.0540 Epoch 1521/5000 148/148 [==============================] - 0s 34us/step - loss: 3104.5288 - mean_absolute_error: 37.9488 - val_loss: 7641.7579 - val_mean_absolute_error: 65.0519 Epoch 1522/5000 148/148 [==============================] - 0s 27us/step - loss: 3102.1914 - mean_absolute_error: 37.9332 - val_loss: 7640.8274 - val_mean_absolute_error: 65.0497 Epoch 1523/5000 148/148 [==============================] - 0s 34us/step - loss: 3099.8586 - mean_absolute_error: 37.9172 - val_loss: 7639.9001 - val_mean_absolute_error: 65.0481 Epoch 1524/5000 148/148 [==============================] - 0s 47us/step - loss: 3097.5750 - mean_absolute_error: 37.9023 - val_loss: 7638.9795 - val_mean_absolute_error: 65.0467 Epoch 1525/5000 148/148 [==============================] - 0s 27us/step - loss: 3095.2778 - mean_absolute_error: 37.8880 - val_loss: 7638.1200 - val_mean_absolute_error: 65.0454 Epoch 1526/5000 148/148 [==============================] - 0s 27us/step - loss: 3093.0007 - mean_absolute_error: 37.8735 - val_loss: 7637.4247 - val_mean_absolute_error: 65.0452 Epoch 1527/5000 148/148 [==============================] - 0s 34us/step - loss: 3090.6946 - mean_absolute_error: 37.8593 - val_loss: 7636.8125 - val_mean_absolute_error: 65.0458 Epoch 1528/5000 148/148 [==============================] - 0s 41us/step - loss: 3088.3992 - mean_absolute_error: 37.8456 - val_loss: 7636.1645 - val_mean_absolute_error: 65.0461 Epoch 1529/5000 148/148 [==============================] - 0s 27us/step - loss: 3086.1477 - mean_absolute_error: 37.8321 - val_loss: 7635.6105 - val_mean_absolute_error: 65.0462 Epoch 1530/5000 148/148 [==============================] - 0s 34us/step - loss: 3083.8652 - mean_absolute_error: 37.8176 - val_loss: 7634.9886 - val_mean_absolute_error: 65.0457 Epoch 1531/5000 148/148 [==============================] - 0s 27us/step - loss: 3081.5554 - mean_absolute_error: 37.8022 - val_loss: 7634.4315 - val_mean_absolute_error: 65.0454 Epoch 1532/5000 148/148 [==============================] - 0s 34us/step - loss: 3079.2585 - mean_absolute_error: 37.7867 - val_loss: 7633.8914 - val_mean_absolute_error: 65.0453 Epoch 1533/5000 148/148 [==============================] - 0s 34us/step - loss: 3076.9883 - mean_absolute_error: 37.7722 - val_loss: 7633.2336 - val_mean_absolute_error: 65.0450 Epoch 1534/5000 148/148 [==============================] - 0s 27us/step - loss: 3074.7119 - mean_absolute_error: 37.7581 - val_loss: 7632.4194 - val_mean_absolute_error: 65.0441 Epoch 1535/5000 148/148 [==============================] - 0s 34us/step - loss: 3072.4233 - mean_absolute_error: 37.7447 - val_loss: 7631.5174 - val_mean_absolute_error: 65.0430 Epoch 1536/5000 148/148 [==============================] - 0s 34us/step - loss: 3070.1501 - mean_absolute_error: 37.7319 - val_loss: 7630.6940 - val_mean_absolute_error: 65.0425 Epoch 1537/5000 148/148 [==============================] - 0s 34us/step - loss: 3067.9580 - mean_absolute_error: 37.7200 - val_loss: 7630.0416 - val_mean_absolute_error: 65.0424 Epoch 1538/5000 148/148 [==============================] - 0s 34us/step - loss: 3065.7302 - mean_absolute_error: 37.7070 - val_loss: 7629.4519 - val_mean_absolute_error: 65.0416 Epoch 1539/5000 148/148 [==============================] - 0s 34us/step - loss: 3063.4473 - mean_absolute_error: 37.6926 - val_loss: 7628.8735 - val_mean_absolute_error: 65.0403 Epoch 1540/5000 148/148 [==============================] - 0s 34us/step - loss: 3061.2378 - mean_absolute_error: 37.6780 - val_loss: 7628.0972 - val_mean_absolute_error: 65.0381 Epoch 1541/5000 148/148 [==============================] - 0s 27us/step - loss: 3059.0259 - mean_absolute_error: 37.6634 - val_loss: 7627.1978 - val_mean_absolute_error: 65.0356 Epoch 1542/5000 148/148 [==============================] - 0s 27us/step - loss: 3056.8401 - mean_absolute_error: 37.6494 - val_loss: 7626.3833 - val_mean_absolute_error: 65.0347 Epoch 1543/5000 148/148 [==============================] - 0s 27us/step - loss: 3054.5713 - mean_absolute_error: 37.6363 - val_loss: 7625.6153 - val_mean_absolute_error: 65.0348 Epoch 1544/5000 148/148 [==============================] - 0s 34us/step - loss: 3052.3367 - mean_absolute_error: 37.6241 - val_loss: 7624.8670 - val_mean_absolute_error: 65.0352 Epoch 1545/5000 148/148 [==============================] - 0s 41us/step - loss: 3050.1296 - mean_absolute_error: 37.6126 - val_loss: 7623.9746 - val_mean_absolute_error: 65.0344 Epoch 1546/5000 148/148 [==============================] - 0s 27us/step - loss: 3047.9456 - mean_absolute_error: 37.6006 - val_loss: 7623.0906 - val_mean_absolute_error: 65.0328 Epoch 1547/5000 148/148 [==============================] - 0s 34us/step - loss: 3045.7512 - mean_absolute_error: 37.5873 - val_loss: 7622.3515 - val_mean_absolute_error: 65.0312 Epoch 1548/5000 148/148 [==============================] - 0s 27us/step - loss: 3043.5388 - mean_absolute_error: 37.5731 - val_loss: 7621.5648 - val_mean_absolute_error: 65.0296 Epoch 1549/5000 148/148 [==============================] - 0s 27us/step - loss: 3041.3513 - mean_absolute_error: 37.5595 - val_loss: 7620.7607 - val_mean_absolute_error: 65.0280 Epoch 1550/5000 148/148 [==============================] - 0s 41us/step - loss: 3039.1401 - mean_absolute_error: 37.5465 - val_loss: 7619.9632 - val_mean_absolute_error: 65.0268 Epoch 1551/5000 148/148 [==============================] - 0s 27us/step - loss: 3036.9453 - mean_absolute_error: 37.5337 - val_loss: 7619.2653 - val_mean_absolute_error: 65.0259 Epoch 1552/5000 148/148 [==============================] - 0s 27us/step - loss: 3034.7446 - mean_absolute_error: 37.5198 - val_loss: 7618.5716 - val_mean_absolute_error: 65.0248 Epoch 1553/5000 148/148 [==============================] - 0s 27us/step - loss: 3032.5928 - mean_absolute_error: 37.5057 - val_loss: 7617.7390 - val_mean_absolute_error: 65.0226 Epoch 1554/5000 148/148 [==============================] - 0s 34us/step - loss: 3030.4927 - mean_absolute_error: 37.4928 - val_loss: 7616.7335 - val_mean_absolute_error: 65.0197 Epoch 1555/5000 148/148 [==============================] - 0s 41us/step - loss: 3028.3638 - mean_absolute_error: 37.4796 - val_loss: 7615.6457 - val_mean_absolute_error: 65.0165 Epoch 1556/5000 148/148 [==============================] - 0s 34us/step - loss: 3026.1960 - mean_absolute_error: 37.4664 - val_loss: 7614.5254 - val_mean_absolute_error: 65.0134 Epoch 1557/5000 148/148 [==============================] - 0s 34us/step - loss: 3024.0518 - mean_absolute_error: 37.4535 - val_loss: 7613.2280 - val_mean_absolute_error: 65.0094 Epoch 1558/5000 148/148 [==============================] - 0s 47us/step - loss: 3021.9087 - mean_absolute_error: 37.4405 - val_loss: 7611.7901 - val_mean_absolute_error: 65.0050 Epoch 1559/5000 148/148 [==============================] - 0s 34us/step - loss: 3019.7673 - mean_absolute_error: 37.4277 - val_loss: 7610.4462 - val_mean_absolute_error: 65.0007 Epoch 1560/5000 148/148 [==============================] - 0s 34us/step - loss: 3017.6177 - mean_absolute_error: 37.4133 - val_loss: 7609.2612 - val_mean_absolute_error: 64.9969 Epoch 1561/5000 148/148 [==============================] - 0s 34us/step - loss: 3015.4268 - mean_absolute_error: 37.3980 - val_loss: 7608.2603 - val_mean_absolute_error: 64.9942 Epoch 1562/5000 148/148 [==============================] - 0s 34us/step - loss: 3013.3162 - mean_absolute_error: 37.3831 - val_loss: 7607.2522 - val_mean_absolute_error: 64.9919 Epoch 1563/5000 148/148 [==============================] - 0s 34us/step - loss: 3011.1655 - mean_absolute_error: 37.3693 - val_loss: 7606.2045 - val_mean_absolute_error: 64.9896 Epoch 1564/5000 148/148 [==============================] - 0s 34us/step - loss: 3009.0242 - mean_absolute_error: 37.3561 - val_loss: 7605.1449 - val_mean_absolute_error: 64.9871 Epoch 1565/5000 148/148 [==============================] - 0s 34us/step - loss: 3006.9004 - mean_absolute_error: 37.3436 - val_loss: 7603.9222 - val_mean_absolute_error: 64.9835 Epoch 1566/5000 148/148 [==============================] - 0s 27us/step - loss: 3004.7566 - mean_absolute_error: 37.3302 - val_loss: 7602.5173 - val_mean_absolute_error: 64.9790 Epoch 1567/5000 148/148 [==============================] - 0s 27us/step - loss: 3002.5781 - mean_absolute_error: 37.3166 - val_loss: 7600.9844 - val_mean_absolute_error: 64.9736 Epoch 1568/5000 148/148 [==============================] - 0s 34us/step - loss: 3000.4968 - mean_absolute_error: 37.3036 - val_loss: 7599.4560 - val_mean_absolute_error: 64.9688 Epoch 1569/5000 148/148 [==============================] - 0s 27us/step - loss: 2998.3853 - mean_absolute_error: 37.2911 - val_loss: 7598.3115 - val_mean_absolute_error: 64.9657 Epoch 1570/5000 148/148 [==============================] - 0s 34us/step - loss: 2996.2546 - mean_absolute_error: 37.2779 - val_loss: 7597.4135 - val_mean_absolute_error: 64.9635 Epoch 1571/5000 148/148 [==============================] - 0s 34us/step - loss: 2994.1348 - mean_absolute_error: 37.2640 - val_loss: 7596.7008 - val_mean_absolute_error: 64.9620 Epoch 1572/5000 148/148 [==============================] - 0s 27us/step - loss: 2992.0176 - mean_absolute_error: 37.2495 - val_loss: 7595.7782 - val_mean_absolute_error: 64.9598 Epoch 1573/5000 148/148 [==============================] - 0s 27us/step - loss: 2989.8884 - mean_absolute_error: 37.2357 - val_loss: 7594.5761 - val_mean_absolute_error: 64.9562 Epoch 1574/5000 148/148 [==============================] - 0s 27us/step - loss: 2987.7229 - mean_absolute_error: 37.2225 - val_loss: 7593.2588 - val_mean_absolute_error: 64.9521 Epoch 1575/5000 148/148 [==============================] - 0s 34us/step - loss: 2985.5500 - mean_absolute_error: 37.2101 - val_loss: 7591.9121 - val_mean_absolute_error: 64.9477 Epoch 1576/5000 148/148 [==============================] - 0s 27us/step - loss: 2983.3728 - mean_absolute_error: 37.1980 - val_loss: 7590.3651 - val_mean_absolute_error: 64.9416 Epoch 1577/5000 148/148 [==============================] - 0s 34us/step - loss: 2981.2251 - mean_absolute_error: 37.1856 - val_loss: 7588.8321 - val_mean_absolute_error: 64.9348 Epoch 1578/5000 148/148 [==============================] - 0s 41us/step - loss: 2979.0383 - mean_absolute_error: 37.1717 - val_loss: 7587.2180 - val_mean_absolute_error: 64.9272 Epoch 1579/5000 148/148 [==============================] - 0s 34us/step - loss: 2976.8540 - mean_absolute_error: 37.1574 - val_loss: 7585.4474 - val_mean_absolute_error: 64.9190 Epoch 1580/5000 148/148 [==============================] - 0s 34us/step - loss: 2974.6729 - mean_absolute_error: 37.1427 - val_loss: 7583.6328 - val_mean_absolute_error: 64.9108 Epoch 1581/5000 148/148 [==============================] - 0s 27us/step - loss: 2972.5049 - mean_absolute_error: 37.1282 - val_loss: 7581.7436 - val_mean_absolute_error: 64.9020 Epoch 1582/5000 148/148 [==============================] - 0s 34us/step - loss: 2970.3320 - mean_absolute_error: 37.1143 - val_loss: 7580.1027 - val_mean_absolute_error: 64.8942 Epoch 1583/5000 148/148 [==============================] - 0s 47us/step - loss: 2968.1665 - mean_absolute_error: 37.1008 - val_loss: 7578.7597 - val_mean_absolute_error: 64.8880 Epoch 1584/5000 148/148 [==============================] - 0s 41us/step - loss: 2966.0022 - mean_absolute_error: 37.0869 - val_loss: 7577.3572 - val_mean_absolute_error: 64.8815 Epoch 1585/5000 148/148 [==============================] - 0s 27us/step - loss: 2963.8328 - mean_absolute_error: 37.0724 - val_loss: 7575.8691 - val_mean_absolute_error: 64.8747 Epoch 1586/5000 148/148 [==============================] - 0s 27us/step - loss: 2961.6716 - mean_absolute_error: 37.0585 - val_loss: 7574.1757 - val_mean_absolute_error: 64.8669 Epoch 1587/5000 148/148 [==============================] - 0s 34us/step - loss: 2959.4617 - mean_absolute_error: 37.0448 - val_loss: 7572.5113 - val_mean_absolute_error: 64.8591 Epoch 1588/5000 148/148 [==============================] - 0s 34us/step - loss: 2957.2676 - mean_absolute_error: 37.0312 - val_loss: 7570.8103 - val_mean_absolute_error: 64.8509 Epoch 1589/5000 148/148 [==============================] - 0s 41us/step - loss: 2955.0710 - mean_absolute_error: 37.0169 - val_loss: 7569.2396 - val_mean_absolute_error: 64.8434 Epoch 1590/5000 148/148 [==============================] - 0s 34us/step - loss: 2952.8894 - mean_absolute_error: 37.0022 - val_loss: 7567.8266 - val_mean_absolute_error: 64.8364 Epoch 1591/5000 148/148 [==============================] - 0s 41us/step - loss: 2950.7122 - mean_absolute_error: 36.9869 - val_loss: 7566.2507 - val_mean_absolute_error: 64.8288 Epoch 1592/5000 148/148 [==============================] - 0s 34us/step - loss: 2948.5288 - mean_absolute_error: 36.9724 - val_loss: 7564.6131 - val_mean_absolute_error: 64.8207 Epoch 1593/5000 148/148 [==============================] - 0s 34us/step - loss: 2946.2664 - mean_absolute_error: 36.9566 - val_loss: 7562.8693 - val_mean_absolute_error: 64.8116 Epoch 1594/5000 148/148 [==============================] - 0s 27us/step - loss: 2944.0154 - mean_absolute_error: 36.9402 - val_loss: 7561.0138 - val_mean_absolute_error: 64.8021 Epoch 1595/5000 148/148 [==============================] - 0s 27us/step - loss: 2941.7397 - mean_absolute_error: 36.9249 - val_loss: 7559.0431 - val_mean_absolute_error: 64.7920 Epoch 1596/5000 148/148 [==============================] - 0s 27us/step - loss: 2939.4658 - mean_absolute_error: 36.9102 - val_loss: 7557.3304 - val_mean_absolute_error: 64.7835 Epoch 1597/5000 148/148 [==============================] - 0s 34us/step - loss: 2937.2153 - mean_absolute_error: 36.8963 - val_loss: 7555.8507 - val_mean_absolute_error: 64.7762 Epoch 1598/5000 148/148 [==============================] - 0s 34us/step - loss: 2934.9441 - mean_absolute_error: 36.8816 - val_loss: 7554.5355 - val_mean_absolute_error: 64.7698 Epoch 1599/5000 148/148 [==============================] - 0s 34us/step - loss: 2932.6855 - mean_absolute_error: 36.8658 - val_loss: 7552.8959 - val_mean_absolute_error: 64.7627 Epoch 1600/5000 148/148 [==============================] - 0s 27us/step - loss: 2930.4099 - mean_absolute_error: 36.8498 - val_loss: 7551.0392 - val_mean_absolute_error: 64.7544 Epoch 1601/5000 148/148 [==============================] - 0s 27us/step - loss: 2928.1079 - mean_absolute_error: 36.8340 - val_loss: 7548.9825 - val_mean_absolute_error: 64.7450 Epoch 1602/5000 148/148 [==============================] - 0s 34us/step - loss: 2925.8406 - mean_absolute_error: 36.8188 - val_loss: 7546.7714 - val_mean_absolute_error: 64.7353 Epoch 1603/5000 148/148 [==============================] - 0s 34us/step - loss: 2923.5349 - mean_absolute_error: 36.8044 - val_loss: 7544.7826 - val_mean_absolute_error: 64.7264 Epoch 1604/5000 148/148 [==============================] - 0s 41us/step - loss: 2921.2844 - mean_absolute_error: 36.7897 - val_loss: 7543.0892 - val_mean_absolute_error: 64.7191 Epoch 1605/5000 148/148 [==============================] - 0s 34us/step - loss: 2918.9583 - mean_absolute_error: 36.7739 - val_loss: 7541.6670 - val_mean_absolute_error: 64.7133 Epoch 1606/5000 148/148 [==============================] - 0s 34us/step - loss: 2916.6462 - mean_absolute_error: 36.7584 - val_loss: 7540.1829 - val_mean_absolute_error: 64.7074 Epoch 1607/5000 148/148 [==============================] - 0s 34us/step - loss: 2914.3352 - mean_absolute_error: 36.7438 - val_loss: 7538.5373 - val_mean_absolute_error: 64.7007 Epoch 1608/5000 148/148 [==============================] - 0s 34us/step - loss: 2912.0059 - mean_absolute_error: 36.7302 - val_loss: 7536.7456 - val_mean_absolute_error: 64.6931 Epoch 1609/5000 148/148 [==============================] - 0s 41us/step - loss: 2909.7112 - mean_absolute_error: 36.7161 - val_loss: 7534.8929 - val_mean_absolute_error: 64.6856 Epoch 1610/5000 148/148 [==============================] - 0s 34us/step - loss: 2907.3313 - mean_absolute_error: 36.7010 - val_loss: 7532.9377 - val_mean_absolute_error: 64.6774 Epoch 1611/5000 148/148 [==============================] - 0s 34us/step - loss: 2904.9771 - mean_absolute_error: 36.6862 - val_loss: 7531.1250 - val_mean_absolute_error: 64.6696 Epoch 1612/5000 148/148 [==============================] - 0s 34us/step - loss: 2902.6543 - mean_absolute_error: 36.6712 - val_loss: 7529.5526 - val_mean_absolute_error: 64.6626 Epoch 1613/5000 148/148 [==============================] - 0s 27us/step - loss: 2900.3274 - mean_absolute_error: 36.6555 - val_loss: 7528.0737 - val_mean_absolute_error: 64.6560 Epoch 1614/5000 148/148 [==============================] - 0s 34us/step - loss: 2898.0088 - mean_absolute_error: 36.6403 - val_loss: 7526.6426 - val_mean_absolute_error: 64.6504 Epoch 1615/5000 148/148 [==============================] - 0s 41us/step - loss: 2895.6895 - mean_absolute_error: 36.6259 - val_loss: 7525.1545 - val_mean_absolute_error: 64.6445 Epoch 1616/5000 148/148 [==============================] - 0s 27us/step - loss: 2893.3394 - mean_absolute_error: 36.6108 - val_loss: 7523.5594 - val_mean_absolute_error: 64.6382 Epoch 1617/5000 148/148 [==============================] - 0s 34us/step - loss: 2890.9678 - mean_absolute_error: 36.5960 - val_loss: 7521.8962 - val_mean_absolute_error: 64.6318 Epoch 1618/5000 148/148 [==============================] - 0s 27us/step - loss: 2888.6023 - mean_absolute_error: 36.5820 - val_loss: 7520.1328 - val_mean_absolute_error: 64.6245 Epoch 1619/5000 148/148 [==============================] - 0s 27us/step - loss: 2886.2373 - mean_absolute_error: 36.5680 - val_loss: 7518.4953 - val_mean_absolute_error: 64.6177 Epoch 1620/5000 148/148 [==============================] - 0s 41us/step - loss: 2883.8848 - mean_absolute_error: 36.5530 - val_loss: 7516.9611 - val_mean_absolute_error: 64.6111 Epoch 1621/5000 148/148 [==============================] - 0s 34us/step - loss: 2881.4993 - mean_absolute_error: 36.5373 - val_loss: 7515.2377 - val_mean_absolute_error: 64.6036 Epoch 1622/5000 148/148 [==============================] - 0s 27us/step - loss: 2879.1680 - mean_absolute_error: 36.5218 - val_loss: 7513.7143 - val_mean_absolute_error: 64.5976 Epoch 1623/5000 148/148 [==============================] - 0s 27us/step - loss: 2876.8018 - mean_absolute_error: 36.5066 - val_loss: 7512.1803 - val_mean_absolute_error: 64.5918 Epoch 1624/5000 148/148 [==============================] - 0s 34us/step - loss: 2874.4543 - mean_absolute_error: 36.4922 - val_loss: 7510.4714 - val_mean_absolute_error: 64.5851 Epoch 1625/5000 148/148 [==============================] - 0s 27us/step - loss: 2872.1125 - mean_absolute_error: 36.4793 - val_loss: 7508.9803 - val_mean_absolute_error: 64.5791 Epoch 1626/5000 148/148 [==============================] - 0s 34us/step - loss: 2869.8477 - mean_absolute_error: 36.4664 - val_loss: 7507.4275 - val_mean_absolute_error: 64.5729 Epoch 1627/5000 148/148 [==============================] - 0s 34us/step - loss: 2867.5525 - mean_absolute_error: 36.4526 - val_loss: 7505.8848 - val_mean_absolute_error: 64.5670 Epoch 1628/5000 148/148 [==============================] - 0s 41us/step - loss: 2865.2742 - mean_absolute_error: 36.4386 - val_loss: 7504.6141 - val_mean_absolute_error: 64.5627 Epoch 1629/5000 148/148 [==============================] - 0s 34us/step - loss: 2862.9917 - mean_absolute_error: 36.4239 - val_loss: 7503.5276 - val_mean_absolute_error: 64.5597 Epoch 1630/5000 148/148 [==============================] - 0s 34us/step - loss: 2860.6887 - mean_absolute_error: 36.4099 - val_loss: 7502.4021 - val_mean_absolute_error: 64.5572 Epoch 1631/5000 148/148 [==============================] - 0s 41us/step - loss: 2858.3950 - mean_absolute_error: 36.3974 - val_loss: 7501.1312 - val_mean_absolute_error: 64.5540 Epoch 1632/5000 148/148 [==============================] - 0s 41us/step - loss: 2856.1189 - mean_absolute_error: 36.3843 - val_loss: 7499.7958 - val_mean_absolute_error: 64.5504 Epoch 1633/5000 148/148 [==============================] - 0s 34us/step - loss: 2853.8281 - mean_absolute_error: 36.3707 - val_loss: 7498.4604 - val_mean_absolute_error: 64.5468 Epoch 1634/5000 148/148 [==============================] - 0s 34us/step - loss: 2851.6152 - mean_absolute_error: 36.3572 - val_loss: 7497.2517 - val_mean_absolute_error: 64.5434 Epoch 1635/5000 148/148 [==============================] - 0s 41us/step - loss: 2849.3652 - mean_absolute_error: 36.3444 - val_loss: 7496.0985 - val_mean_absolute_error: 64.5394 Epoch 1636/5000 148/148 [==============================] - 0s 34us/step - loss: 2847.1326 - mean_absolute_error: 36.3320 - val_loss: 7494.8975 - val_mean_absolute_error: 64.5352 Epoch 1637/5000 148/148 [==============================] - 0s 27us/step - loss: 2844.9404 - mean_absolute_error: 36.3203 - val_loss: 7493.7162 - val_mean_absolute_error: 64.5311 Epoch 1638/5000 148/148 [==============================] - 0s 34us/step - loss: 2842.7222 - mean_absolute_error: 36.3077 - val_loss: 7492.3425 - val_mean_absolute_error: 64.5262 Epoch 1639/5000 148/148 [==============================] - 0s 41us/step - loss: 2840.4910 - mean_absolute_error: 36.2944 - val_loss: 7491.1149 - val_mean_absolute_error: 64.5216 Epoch 1640/5000 148/148 [==============================] - 0s 41us/step - loss: 2838.2085 - mean_absolute_error: 36.2798 - val_loss: 7489.9814 - val_mean_absolute_error: 64.5174 Epoch 1641/5000 148/148 [==============================] - 0s 27us/step - loss: 2835.9106 - mean_absolute_error: 36.2651 - val_loss: 7488.6774 - val_mean_absolute_error: 64.5121 Epoch 1642/5000 148/148 [==============================] - 0s 47us/step - loss: 2833.6028 - mean_absolute_error: 36.2510 - val_loss: 7487.5186 - val_mean_absolute_error: 64.5073 Epoch 1643/5000 148/148 [==============================] - 0s 34us/step - loss: 2831.3325 - mean_absolute_error: 36.2373 - val_loss: 7486.2107 - val_mean_absolute_error: 64.5017 Epoch 1644/5000 148/148 [==============================] - 0s 34us/step - loss: 2829.0452 - mean_absolute_error: 36.2238 - val_loss: 7484.8159 - val_mean_absolute_error: 64.4959 Epoch 1645/5000 148/148 [==============================] - 0s 34us/step - loss: 2826.7251 - mean_absolute_error: 36.2098 - val_loss: 7483.4022 - val_mean_absolute_error: 64.4899 Epoch 1646/5000 148/148 [==============================] - 0s 27us/step - loss: 2824.4368 - mean_absolute_error: 36.1959 - val_loss: 7482.2513 - val_mean_absolute_error: 64.4855 Epoch 1647/5000 148/148 [==============================] - 0s 34us/step - loss: 2822.1572 - mean_absolute_error: 36.1819 - val_loss: 7481.3048 - val_mean_absolute_error: 64.4820 Epoch 1648/5000 148/148 [==============================] - 0s 27us/step - loss: 2819.8352 - mean_absolute_error: 36.1668 - val_loss: 7480.1952 - val_mean_absolute_error: 64.4776 Epoch 1649/5000 148/148 [==============================] - 0s 34us/step - loss: 2817.5759 - mean_absolute_error: 36.1516 - val_loss: 7478.8881 - val_mean_absolute_error: 64.4722 Epoch 1650/5000 148/148 [==============================] - 0s 40us/step - loss: 2815.2585 - mean_absolute_error: 36.1369 - val_loss: 7477.6919 - val_mean_absolute_error: 64.4676 Epoch 1651/5000 148/148 [==============================] - 0s 34us/step - loss: 2812.9351 - mean_absolute_error: 36.1228 - val_loss: 7476.4373 - val_mean_absolute_error: 64.4629 Epoch 1652/5000 148/148 [==============================] - 0s 27us/step - loss: 2810.6350 - mean_absolute_error: 36.1086 - val_loss: 7475.0683 - val_mean_absolute_error: 64.4573 Epoch 1653/5000 148/148 [==============================] - 0s 41us/step - loss: 2808.4026 - mean_absolute_error: 36.0949 - val_loss: 7473.8875 - val_mean_absolute_error: 64.4525 Epoch 1654/5000 148/148 [==============================] - 0s 27us/step - loss: 2806.1106 - mean_absolute_error: 36.0798 - val_loss: 7472.8723 - val_mean_absolute_error: 64.4483 Epoch 1655/5000 148/148 [==============================] - 0s 34us/step - loss: 2803.8555 - mean_absolute_error: 36.0641 - val_loss: 7471.6244 - val_mean_absolute_error: 64.4427 Epoch 1656/5000 148/148 [==============================] - 0s 27us/step - loss: 2801.5637 - mean_absolute_error: 36.0493 - val_loss: 7470.2435 - val_mean_absolute_error: 64.4363 Epoch 1657/5000 148/148 [==============================] - 0s 27us/step - loss: 2799.2817 - mean_absolute_error: 36.0349 - val_loss: 7468.8653 - val_mean_absolute_error: 64.4303 Epoch 1658/5000 148/148 [==============================] - 0s 34us/step - loss: 2796.9814 - mean_absolute_error: 36.0200 - val_loss: 7467.5179 - val_mean_absolute_error: 64.4245 Epoch 1659/5000 148/148 [==============================] - 0s 41us/step - loss: 2794.6851 - mean_absolute_error: 36.0047 - val_loss: 7466.4457 - val_mean_absolute_error: 64.4202 Epoch 1660/5000 148/148 [==============================] - 0s 27us/step - loss: 2792.3977 - mean_absolute_error: 35.9885 - val_loss: 7465.4788 - val_mean_absolute_error: 64.4165 Epoch 1661/5000 148/148 [==============================] - 0s 27us/step - loss: 2790.0515 - mean_absolute_error: 35.9722 - val_loss: 7464.5631 - val_mean_absolute_error: 64.4129 Epoch 1662/5000 148/148 [==============================] - 0s 27us/step - loss: 2787.7476 - mean_absolute_error: 35.9565 - val_loss: 7463.6738 - val_mean_absolute_error: 64.4094 Epoch 1663/5000 148/148 [==============================] - 0s 34us/step - loss: 2785.5129 - mean_absolute_error: 35.9421 - val_loss: 7462.7230 - val_mean_absolute_error: 64.4059 Epoch 1664/5000 148/148 [==============================] - 0s 34us/step - loss: 2783.3083 - mean_absolute_error: 35.9288 - val_loss: 7461.6703 - val_mean_absolute_error: 64.4018 Epoch 1665/5000 148/148 [==============================] - 0s 41us/step - loss: 2781.0857 - mean_absolute_error: 35.9150 - val_loss: 7460.5158 - val_mean_absolute_error: 64.3973 Epoch 1666/5000 148/148 [==============================] - 0s 20us/step - loss: 2778.7891 - mean_absolute_error: 35.9001 - val_loss: 7459.3815 - val_mean_absolute_error: 64.3932 Epoch 1667/5000 148/148 [==============================] - 0s 41us/step - loss: 2776.5593 - mean_absolute_error: 35.8851 - val_loss: 7458.0436 - val_mean_absolute_error: 64.3883 Epoch 1668/5000 148/148 [==============================] - 0s 27us/step - loss: 2774.3289 - mean_absolute_error: 35.8712 - val_loss: 7456.7272 - val_mean_absolute_error: 64.3835 Epoch 1669/5000 148/148 [==============================] - 0s 34us/step - loss: 2772.0413 - mean_absolute_error: 35.8573 - val_loss: 7455.4070 - val_mean_absolute_error: 64.3781 Epoch 1670/5000 148/148 [==============================] - 0s 41us/step - loss: 2769.7788 - mean_absolute_error: 35.8433 - val_loss: 7454.2233 - val_mean_absolute_error: 64.3733 Epoch 1671/5000 148/148 [==============================] - 0s 34us/step - loss: 2767.5588 - mean_absolute_error: 35.8283 - val_loss: 7453.0885 - val_mean_absolute_error: 64.3689 Epoch 1672/5000 148/148 [==============================] - 0s 41us/step - loss: 2765.3301 - mean_absolute_error: 35.8127 - val_loss: 7452.0298 - val_mean_absolute_error: 64.3651 Epoch 1673/5000 148/148 [==============================] - 0s 34us/step - loss: 2763.0933 - mean_absolute_error: 35.7971 - val_loss: 7451.0084 - val_mean_absolute_error: 64.3617 Epoch 1674/5000 148/148 [==============================] - 0s 34us/step - loss: 2760.8501 - mean_absolute_error: 35.7824 - val_loss: 7449.8728 - val_mean_absolute_error: 64.3577 Epoch 1675/5000 148/148 [==============================] - 0s 41us/step - loss: 2758.5864 - mean_absolute_error: 35.7686 - val_loss: 7448.8613 - val_mean_absolute_error: 64.3543 Epoch 1676/5000 148/148 [==============================] - 0s 27us/step - loss: 2756.3855 - mean_absolute_error: 35.7543 - val_loss: 7447.9810 - val_mean_absolute_error: 64.3517 Epoch 1677/5000 148/148 [==============================] - 0s 27us/step - loss: 2754.1331 - mean_absolute_error: 35.7391 - val_loss: 7446.9693 - val_mean_absolute_error: 64.3479 Epoch 1678/5000 148/148 [==============================] - 0s 34us/step - loss: 2751.9368 - mean_absolute_error: 35.7233 - val_loss: 7445.9102 - val_mean_absolute_error: 64.3437 Epoch 1679/5000 148/148 [==============================] - 0s 27us/step - loss: 2749.6985 - mean_absolute_error: 35.7082 - val_loss: 7444.6831 - val_mean_absolute_error: 64.3385 Epoch 1680/5000 148/148 [==============================] - 0s 34us/step - loss: 2747.4746 - mean_absolute_error: 35.6940 - val_loss: 7443.5482 - val_mean_absolute_error: 64.3332 Epoch 1681/5000 148/148 [==============================] - 0s 95us/step - loss: 2745.2617 - mean_absolute_error: 35.6786 - val_loss: 7442.2623 - val_mean_absolute_error: 64.3271 Epoch 1682/5000 148/148 [==============================] - 0s 34us/step - loss: 2743.0334 - mean_absolute_error: 35.6629 - val_loss: 7441.1960 - val_mean_absolute_error: 64.3222 Epoch 1683/5000 148/148 [==============================] - 0s 34us/step - loss: 2740.8118 - mean_absolute_error: 35.6472 - val_loss: 7440.1322 - val_mean_absolute_error: 64.3178 Epoch 1684/5000 148/148 [==============================] - 0s 34us/step - loss: 2738.6177 - mean_absolute_error: 35.6326 - val_loss: 7438.9585 - val_mean_absolute_error: 64.3134 Epoch 1685/5000 148/148 [==============================] - 0s 34us/step - loss: 2736.3665 - mean_absolute_error: 35.6185 - val_loss: 7437.8379 - val_mean_absolute_error: 64.3093 Epoch 1686/5000 148/148 [==============================] - 0s 27us/step - loss: 2734.2029 - mean_absolute_error: 35.6050 - val_loss: 7436.8911 - val_mean_absolute_error: 64.3058 Epoch 1687/5000 148/148 [==============================] - 0s 41us/step - loss: 2732.0081 - mean_absolute_error: 35.5904 - val_loss: 7435.9050 - val_mean_absolute_error: 64.3018 Epoch 1688/5000 148/148 [==============================] - 0s 34us/step - loss: 2729.7915 - mean_absolute_error: 35.5754 - val_loss: 7434.6879 - val_mean_absolute_error: 64.2961 Epoch 1689/5000 148/148 [==============================] - 0s 34us/step - loss: 2727.6055 - mean_absolute_error: 35.5600 - val_loss: 7433.1926 - val_mean_absolute_error: 64.2891 Epoch 1690/5000 148/148 [==============================] - 0s 27us/step - loss: 2725.4885 - mean_absolute_error: 35.5459 - val_loss: 7431.8066 - val_mean_absolute_error: 64.2825 Epoch 1691/5000 148/148 [==============================] - 0s 34us/step - loss: 2723.3716 - mean_absolute_error: 35.5317 - val_loss: 7430.5911 - val_mean_absolute_error: 64.2762 Epoch 1692/5000 148/148 [==============================] - 0s 27us/step - loss: 2721.2656 - mean_absolute_error: 35.5165 - val_loss: 7429.3234 - val_mean_absolute_error: 64.2694 Epoch 1693/5000 148/148 [==============================] - 0s 27us/step - loss: 2719.1638 - mean_absolute_error: 35.5009 - val_loss: 7427.8412 - val_mean_absolute_error: 64.2615 Epoch 1694/5000 148/148 [==============================] - 0s 41us/step - loss: 2717.0623 - mean_absolute_error: 35.4865 - val_loss: 7426.3075 - val_mean_absolute_error: 64.2536 Epoch 1695/5000 148/148 [==============================] - 0s 27us/step - loss: 2714.9585 - mean_absolute_error: 35.4718 - val_loss: 7424.9308 - val_mean_absolute_error: 64.2461 Epoch 1696/5000 148/148 [==============================] - 0s 34us/step - loss: 2712.8875 - mean_absolute_error: 35.4561 - val_loss: 7423.6611 - val_mean_absolute_error: 64.2394 Epoch 1697/5000 148/148 [==============================] - 0s 34us/step - loss: 2710.7986 - mean_absolute_error: 35.4407 - val_loss: 7422.3089 - val_mean_absolute_error: 64.2328 Epoch 1698/5000 148/148 [==============================] - 0s 34us/step - loss: 2708.7729 - mean_absolute_error: 35.4269 - val_loss: 7420.8610 - val_mean_absolute_error: 64.2253 Epoch 1699/5000 148/148 [==============================] - 0s 27us/step - loss: 2706.6997 - mean_absolute_error: 35.4119 - val_loss: 7419.3745 - val_mean_absolute_error: 64.2175 Epoch 1700/5000 148/148 [==============================] - 0s 27us/step - loss: 2704.5288 - mean_absolute_error: 35.3955 - val_loss: 7417.9427 - val_mean_absolute_error: 64.2097 Epoch 1701/5000 148/148 [==============================] - 0s 41us/step - loss: 2702.5120 - mean_absolute_error: 35.3802 - val_loss: 7416.5977 - val_mean_absolute_error: 64.2028 Epoch 1702/5000 148/148 [==============================] - 0s 34us/step - loss: 2700.4802 - mean_absolute_error: 35.3655 - val_loss: 7415.2671 - val_mean_absolute_error: 64.1962 Epoch 1703/5000 148/148 [==============================] - 0s 34us/step - loss: 2698.3767 - mean_absolute_error: 35.3509 - val_loss: 7413.8891 - val_mean_absolute_error: 64.1890 Epoch 1704/5000 148/148 [==============================] - 0s 27us/step - loss: 2696.3208 - mean_absolute_error: 35.3364 - val_loss: 7412.3145 - val_mean_absolute_error: 64.1806 Epoch 1705/5000 148/148 [==============================] - 0s 34us/step - loss: 2694.2866 - mean_absolute_error: 35.3224 - val_loss: 7410.6836 - val_mean_absolute_error: 64.1717 Epoch 1706/5000 148/148 [==============================] - 0s 34us/step - loss: 2692.2222 - mean_absolute_error: 35.3074 - val_loss: 7408.9781 - val_mean_absolute_error: 64.1624 Epoch 1707/5000 148/148 [==============================] - 0s 34us/step - loss: 2690.1665 - mean_absolute_error: 35.2923 - val_loss: 7407.2379 - val_mean_absolute_error: 64.1526 Epoch 1708/5000 148/148 [==============================] - 0s 34us/step - loss: 2688.0891 - mean_absolute_error: 35.2766 - val_loss: 7405.6621 - val_mean_absolute_error: 64.1434 Epoch 1709/5000 148/148 [==============================] - 0s 34us/step - loss: 2686.0469 - mean_absolute_error: 35.2604 - val_loss: 7404.1335 - val_mean_absolute_error: 64.1345 Epoch 1710/5000 148/148 [==============================] - 0s 34us/step - loss: 2683.9900 - mean_absolute_error: 35.2438 - val_loss: 7402.5331 - val_mean_absolute_error: 64.1253 Epoch 1711/5000 148/148 [==============================] - 0s 34us/step - loss: 2681.9646 - mean_absolute_error: 35.2283 - val_loss: 7400.8843 - val_mean_absolute_error: 64.1158 Epoch 1712/5000 148/148 [==============================] - 0s 34us/step - loss: 2679.9700 - mean_absolute_error: 35.2133 - val_loss: 7399.1847 - val_mean_absolute_error: 64.1061 Epoch 1713/5000 148/148 [==============================] - 0s 41us/step - loss: 2677.9270 - mean_absolute_error: 35.1989 - val_loss: 7397.6206 - val_mean_absolute_error: 64.0973 Epoch 1714/5000 148/148 [==============================] - 0s 34us/step - loss: 2675.9290 - mean_absolute_error: 35.1845 - val_loss: 7396.0576 - val_mean_absolute_error: 64.0891 Epoch 1715/5000 148/148 [==============================] - 0s 27us/step - loss: 2673.9128 - mean_absolute_error: 35.1718 - val_loss: 7394.7124 - val_mean_absolute_error: 64.0823 Epoch 1716/5000 148/148 [==============================] - 0s 41us/step - loss: 2671.8816 - mean_absolute_error: 35.1594 - val_loss: 7393.6739 - val_mean_absolute_error: 64.0771 Epoch 1717/5000 148/148 [==============================] - 0s 34us/step - loss: 2669.9260 - mean_absolute_error: 35.1464 - val_loss: 7392.6189 - val_mean_absolute_error: 64.0713 Epoch 1718/5000 148/148 [==============================] - 0s 34us/step - loss: 2667.9155 - mean_absolute_error: 35.1320 - val_loss: 7391.3580 - val_mean_absolute_error: 64.0637 Epoch 1719/5000 148/148 [==============================] - 0s 34us/step - loss: 2665.8938 - mean_absolute_error: 35.1170 - val_loss: 7389.9341 - val_mean_absolute_error: 64.0551 Epoch 1720/5000 148/148 [==============================] - 0s 34us/step - loss: 2663.8821 - mean_absolute_error: 35.1016 - val_loss: 7388.5834 - val_mean_absolute_error: 64.0467 Epoch 1721/5000 148/148 [==============================] - 0s 34us/step - loss: 2661.9045 - mean_absolute_error: 35.0856 - val_loss: 7387.2935 - val_mean_absolute_error: 64.0391 Epoch 1722/5000 148/148 [==============================] - 0s 41us/step - loss: 2659.8894 - mean_absolute_error: 35.0700 - val_loss: 7385.8710 - val_mean_absolute_error: 64.0308 Epoch 1723/5000 148/148 [==============================] - 0s 27us/step - loss: 2657.8911 - mean_absolute_error: 35.0557 - val_loss: 7384.4559 - val_mean_absolute_error: 64.0230 Epoch 1724/5000 148/148 [==============================] - 0s 34us/step - loss: 2655.9211 - mean_absolute_error: 35.0429 - val_loss: 7383.1209 - val_mean_absolute_error: 64.0162 Epoch 1725/5000 148/148 [==============================] - 0s 34us/step - loss: 2653.9534 - mean_absolute_error: 35.0303 - val_loss: 7381.9052 - val_mean_absolute_error: 64.0099 Epoch 1726/5000 148/148 [==============================] - 0s 34us/step - loss: 2651.9846 - mean_absolute_error: 35.0167 - val_loss: 7380.7815 - val_mean_absolute_error: 64.0034 Epoch 1727/5000 148/148 [==============================] - 0s 34us/step - loss: 2649.9897 - mean_absolute_error: 35.0017 - val_loss: 7379.6273 - val_mean_absolute_error: 63.9966 Epoch 1728/5000 148/148 [==============================] - 0s 34us/step - loss: 2648.0020 - mean_absolute_error: 34.9869 - val_loss: 7378.3906 - val_mean_absolute_error: 63.9894 Epoch 1729/5000 148/148 [==============================] - 0s 34us/step - loss: 2646.0149 - mean_absolute_error: 34.9721 - val_loss: 7376.9476 - val_mean_absolute_error: 63.9813 Epoch 1730/5000 148/148 [==============================] - 0s 41us/step - loss: 2644.0491 - mean_absolute_error: 34.9591 - val_loss: 7375.6171 - val_mean_absolute_error: 63.9740 Epoch 1731/5000 148/148 [==============================] - 0s 34us/step - loss: 2642.0986 - mean_absolute_error: 34.9475 - val_loss: 7374.5849 - val_mean_absolute_error: 63.9677 Epoch 1732/5000 148/148 [==============================] - 0s 34us/step - loss: 2640.1580 - mean_absolute_error: 34.9338 - val_loss: 7373.6325 - val_mean_absolute_error: 63.9617 Epoch 1733/5000 148/148 [==============================] - 0s 34us/step - loss: 2638.1970 - mean_absolute_error: 34.9186 - val_loss: 7372.6146 - val_mean_absolute_error: 63.9559 Epoch 1734/5000 148/148 [==============================] - 0s 34us/step - loss: 2636.2651 - mean_absolute_error: 34.9046 - val_loss: 7371.3273 - val_mean_absolute_error: 63.9500 Epoch 1735/5000 148/148 [==============================] - 0s 34us/step - loss: 2634.2920 - mean_absolute_error: 34.8925 - val_loss: 7369.8930 - val_mean_absolute_error: 63.9433 Epoch 1736/5000 148/148 [==============================] - 0s 34us/step - loss: 2632.3560 - mean_absolute_error: 34.8822 - val_loss: 7368.6325 - val_mean_absolute_error: 63.9371 Epoch 1737/5000 148/148 [==============================] - 0s 34us/step - loss: 2630.4602 - mean_absolute_error: 34.8701 - val_loss: 7367.5645 - val_mean_absolute_error: 63.9312 Epoch 1738/5000 148/148 [==============================] - 0s 34us/step - loss: 2628.5149 - mean_absolute_error: 34.8552 - val_loss: 7366.7258 - val_mean_absolute_error: 63.9264 Epoch 1739/5000 148/148 [==============================] - 0s 34us/step - loss: 2626.5393 - mean_absolute_error: 34.8387 - val_loss: 7365.9515 - val_mean_absolute_error: 63.9223 Epoch 1740/5000 148/148 [==============================] - 0s 27us/step - loss: 2624.6240 - mean_absolute_error: 34.8238 - val_loss: 7365.1194 - val_mean_absolute_error: 63.9189 Epoch 1741/5000 148/148 [==============================] - 0s 27us/step - loss: 2622.6807 - mean_absolute_error: 34.8107 - val_loss: 7364.1981 - val_mean_absolute_error: 63.9151 Epoch 1742/5000 148/148 [==============================] - 0s 34us/step - loss: 2620.7439 - mean_absolute_error: 34.7988 - val_loss: 7363.2137 - val_mean_absolute_error: 63.9106 Epoch 1743/5000 148/148 [==============================] - 0s 27us/step - loss: 2618.7952 - mean_absolute_error: 34.7866 - val_loss: 7362.3179 - val_mean_absolute_error: 63.9063 Epoch 1744/5000 148/148 [==============================] - 0s 34us/step - loss: 2616.8542 - mean_absolute_error: 34.7738 - val_loss: 7361.3576 - val_mean_absolute_error: 63.9016 Epoch 1745/5000 148/148 [==============================] - 0s 34us/step - loss: 2614.9011 - mean_absolute_error: 34.7609 - val_loss: 7360.3694 - val_mean_absolute_error: 63.8972 Epoch 1746/5000 148/148 [==============================] - 0s 27us/step - loss: 2612.9814 - mean_absolute_error: 34.7487 - val_loss: 7359.5886 - val_mean_absolute_error: 63.8941 Epoch 1747/5000 148/148 [==============================] - 0s 27us/step - loss: 2611.0398 - mean_absolute_error: 34.7356 - val_loss: 7358.8966 - val_mean_absolute_error: 63.8911 Epoch 1748/5000 148/148 [==============================] - 0s 27us/step - loss: 2609.0884 - mean_absolute_error: 34.7209 - val_loss: 7358.3570 - val_mean_absolute_error: 63.8892 Epoch 1749/5000 148/148 [==============================] - 0s 34us/step - loss: 2607.1465 - mean_absolute_error: 34.7052 - val_loss: 7357.4101 - val_mean_absolute_error: 63.8850 Epoch 1750/5000 148/148 [==============================] - 0s 34us/step - loss: 2605.2539 - mean_absolute_error: 34.6915 - val_loss: 7356.0692 - val_mean_absolute_error: 63.8793 Epoch 1751/5000 148/148 [==============================] - 0s 27us/step - loss: 2603.3018 - mean_absolute_error: 34.6799 - val_loss: 7354.8008 - val_mean_absolute_error: 63.8739 Epoch 1752/5000 148/148 [==============================] - 0s 41us/step - loss: 2601.3840 - mean_absolute_error: 34.6683 - val_loss: 7353.6573 - val_mean_absolute_error: 63.8685 Epoch 1753/5000 148/148 [==============================] - 0s 27us/step - loss: 2599.4155 - mean_absolute_error: 34.6542 - val_loss: 7352.4158 - val_mean_absolute_error: 63.8622 Epoch 1754/5000 148/148 [==============================] - 0s 34us/step - loss: 2597.4788 - mean_absolute_error: 34.6390 - val_loss: 7350.9743 - val_mean_absolute_error: 63.8546 Epoch 1755/5000 148/148 [==============================] - 0s 34us/step - loss: 2595.5171 - mean_absolute_error: 34.6248 - val_loss: 7349.4193 - val_mean_absolute_error: 63.8466 Epoch 1756/5000 148/148 [==============================] - 0s 27us/step - loss: 2593.5759 - mean_absolute_error: 34.6121 - val_loss: 7347.9841 - val_mean_absolute_error: 63.8390 Epoch 1757/5000 148/148 [==============================] - 0s 34us/step - loss: 2591.6179 - mean_absolute_error: 34.5987 - val_loss: 7346.7300 - val_mean_absolute_error: 63.8319 Epoch 1758/5000 148/148 [==============================] - 0s 41us/step - loss: 2589.6494 - mean_absolute_error: 34.5837 - val_loss: 7345.2596 - val_mean_absolute_error: 63.8238 Epoch 1759/5000 148/148 [==============================] - 0s 27us/step - loss: 2587.7429 - mean_absolute_error: 34.5695 - val_loss: 7343.5108 - val_mean_absolute_error: 63.8148 Epoch 1760/5000 148/148 [==============================] - 0s 34us/step - loss: 2585.7598 - mean_absolute_error: 34.5562 - val_loss: 7341.7314 - val_mean_absolute_error: 63.8061 Epoch 1761/5000 148/148 [==============================] - 0s 34us/step - loss: 2583.8384 - mean_absolute_error: 34.5438 - val_loss: 7340.1813 - val_mean_absolute_error: 63.7987 Epoch 1762/5000 148/148 [==============================] - 0s 34us/step - loss: 2581.9104 - mean_absolute_error: 34.5310 - val_loss: 7338.9784 - val_mean_absolute_error: 63.7931 Epoch 1763/5000 148/148 [==============================] - 0s 34us/step - loss: 2579.9309 - mean_absolute_error: 34.5168 - val_loss: 7338.0198 - val_mean_absolute_error: 63.7891 Epoch 1764/5000 148/148 [==============================] - 0s 34us/step - loss: 2577.9741 - mean_absolute_error: 34.5020 - val_loss: 7336.8794 - val_mean_absolute_error: 63.7839 Epoch 1765/5000 148/148 [==============================] - 0s 27us/step - loss: 2576.0000 - mean_absolute_error: 34.4879 - val_loss: 7335.5156 - val_mean_absolute_error: 63.7771 Epoch 1766/5000 148/148 [==============================] - 0s 34us/step - loss: 2574.0693 - mean_absolute_error: 34.4755 - val_loss: 7333.9560 - val_mean_absolute_error: 63.7688 Epoch 1767/5000 148/148 [==============================] - 0s 41us/step - loss: 2572.1167 - mean_absolute_error: 34.4622 - val_loss: 7332.4808 - val_mean_absolute_error: 63.7610 Epoch 1768/5000 148/148 [==============================] - 0s 34us/step - loss: 2570.1819 - mean_absolute_error: 34.4471 - val_loss: 7330.8260 - val_mean_absolute_error: 63.7520 Epoch 1769/5000 148/148 [==============================] - 0s 34us/step - loss: 2568.2551 - mean_absolute_error: 34.4337 - val_loss: 7329.1425 - val_mean_absolute_error: 63.7424 Epoch 1770/5000 148/148 [==============================] - 0s 34us/step - loss: 2566.3306 - mean_absolute_error: 34.4206 - val_loss: 7327.3128 - val_mean_absolute_error: 63.7320 Epoch 1771/5000 148/148 [==============================] - 0s 34us/step - loss: 2564.4050 - mean_absolute_error: 34.4071 - val_loss: 7325.5488 - val_mean_absolute_error: 63.7217 Epoch 1772/5000 148/148 [==============================] - 0s 41us/step - loss: 2562.4822 - mean_absolute_error: 34.3924 - val_loss: 7323.9185 - val_mean_absolute_error: 63.7125 Epoch 1773/5000 148/148 [==============================] - 0s 27us/step - loss: 2560.5647 - mean_absolute_error: 34.3783 - val_loss: 7322.1434 - val_mean_absolute_error: 63.7030 Epoch 1774/5000 148/148 [==============================] - 0s 27us/step - loss: 2558.6233 - mean_absolute_error: 34.3657 - val_loss: 7320.1286 - val_mean_absolute_error: 63.6919 Epoch 1775/5000 148/148 [==============================] - 0s 27us/step - loss: 2556.6914 - mean_absolute_error: 34.3543 - val_loss: 7318.0875 - val_mean_absolute_error: 63.6800 Epoch 1776/5000 148/148 [==============================] - 0s 41us/step - loss: 2554.7979 - mean_absolute_error: 34.3428 - val_loss: 7316.4199 - val_mean_absolute_error: 63.6702 Epoch 1777/5000 148/148 [==============================] - 0s 34us/step - loss: 2552.8828 - mean_absolute_error: 34.3300 - val_loss: 7314.8918 - val_mean_absolute_error: 63.6611 Epoch 1778/5000 148/148 [==============================] - 0s 34us/step - loss: 2550.9539 - mean_absolute_error: 34.3161 - val_loss: 7313.4564 - val_mean_absolute_error: 63.6523 Epoch 1779/5000 148/148 [==============================] - 0s 34us/step - loss: 2549.0110 - mean_absolute_error: 34.3005 - val_loss: 7311.9477 - val_mean_absolute_error: 63.6429 Epoch 1780/5000 148/148 [==============================] - 0s 27us/step - loss: 2547.1008 - mean_absolute_error: 34.2855 - val_loss: 7310.1192 - val_mean_absolute_error: 63.6322 Epoch 1781/5000 148/148 [==============================] - 0s 41us/step - loss: 2545.1519 - mean_absolute_error: 34.2728 - val_loss: 7308.0504 - val_mean_absolute_error: 63.6200 Epoch 1782/5000 148/148 [==============================] - 0s 34us/step - loss: 2543.2202 - mean_absolute_error: 34.2619 - val_loss: 7306.2951 - val_mean_absolute_error: 63.6091 Epoch 1783/5000 148/148 [==============================] - 0s 34us/step - loss: 2541.2825 - mean_absolute_error: 34.2488 - val_loss: 7304.8110 - val_mean_absolute_error: 63.5989 Epoch 1784/5000 148/148 [==============================] - 0s 34us/step - loss: 2539.3376 - mean_absolute_error: 34.2337 - val_loss: 7303.2508 - val_mean_absolute_error: 63.5882 Epoch 1785/5000 148/148 [==============================] - 0s 27us/step - loss: 2537.4197 - mean_absolute_error: 34.2196 - val_loss: 7301.5033 - val_mean_absolute_error: 63.5767 Epoch 1786/5000 148/148 [==============================] - 0s 27us/step - loss: 2535.4507 - mean_absolute_error: 34.2071 - val_loss: 7299.4214 - val_mean_absolute_error: 63.5636 Epoch 1787/5000 148/148 [==============================] - 0s 27us/step - loss: 2533.5051 - mean_absolute_error: 34.1964 - val_loss: 7297.3264 - val_mean_absolute_error: 63.5502 Epoch 1788/5000 148/148 [==============================] - 0s 34us/step - loss: 2531.5298 - mean_absolute_error: 34.1840 - val_loss: 7295.5394 - val_mean_absolute_error: 63.5388 Epoch 1789/5000 148/148 [==============================] - 0s 27us/step - loss: 2529.5354 - mean_absolute_error: 34.1702 - val_loss: 7293.8567 - val_mean_absolute_error: 63.5278 Epoch 1790/5000 148/148 [==============================] - 0s 27us/step - loss: 2527.5425 - mean_absolute_error: 34.1556 - val_loss: 7291.9870 - val_mean_absolute_error: 63.5157 Epoch 1791/5000 148/148 [==============================] - 0s 34us/step - loss: 2525.5710 - mean_absolute_error: 34.1428 - val_loss: 7289.8762 - val_mean_absolute_error: 63.5024 Epoch 1792/5000 148/148 [==============================] - 0s 34us/step - loss: 2523.5789 - mean_absolute_error: 34.1324 - val_loss: 7287.9768 - val_mean_absolute_error: 63.4905 Epoch 1793/5000 148/148 [==============================] - 0s 27us/step - loss: 2521.6187 - mean_absolute_error: 34.1219 - val_loss: 7286.3274 - val_mean_absolute_error: 63.4800 Epoch 1794/5000 148/148 [==============================] - 0s 34us/step - loss: 2519.6348 - mean_absolute_error: 34.1095 - val_loss: 7285.0947 - val_mean_absolute_error: 63.4721 Epoch 1795/5000 148/148 [==============================] - 0s 34us/step - loss: 2517.6536 - mean_absolute_error: 34.0952 - val_loss: 7283.8181 - val_mean_absolute_error: 63.4646 Epoch 1796/5000 148/148 [==============================] - 0s 34us/step - loss: 2515.6777 - mean_absolute_error: 34.0831 - val_loss: 7282.2681 - val_mean_absolute_error: 63.4554 Epoch 1797/5000 148/148 [==============================] - 0s 27us/step - loss: 2513.7207 - mean_absolute_error: 34.0733 - val_loss: 7280.8016 - val_mean_absolute_error: 63.4461 Epoch 1798/5000 148/148 [==============================] - 0s 34us/step - loss: 2511.7439 - mean_absolute_error: 34.0615 - val_loss: 7279.2831 - val_mean_absolute_error: 63.4359 Epoch 1799/5000 148/148 [==============================] - 0s 27us/step - loss: 2509.7229 - mean_absolute_error: 34.0476 - val_loss: 7277.6973 - val_mean_absolute_error: 63.4256 Epoch 1800/5000 148/148 [==============================] - 0s 27us/step - loss: 2507.7458 - mean_absolute_error: 34.0337 - val_loss: 7276.1088 - val_mean_absolute_error: 63.4157 Epoch 1801/5000 148/148 [==============================] - 0s 34us/step - loss: 2505.7666 - mean_absolute_error: 34.0215 - val_loss: 7274.5159 - val_mean_absolute_error: 63.4057 Epoch 1802/5000 148/148 [==============================] - 0s 27us/step - loss: 2503.7751 - mean_absolute_error: 34.0100 - val_loss: 7272.8932 - val_mean_absolute_error: 63.3950 Epoch 1803/5000 148/148 [==============================] - 0s 34us/step - loss: 2501.8040 - mean_absolute_error: 33.9987 - val_loss: 7271.3950 - val_mean_absolute_error: 63.3847 Epoch 1804/5000 148/148 [==============================] - 0s 34us/step - loss: 2499.8386 - mean_absolute_error: 33.9877 - val_loss: 7269.9759 - val_mean_absolute_error: 63.3751 Epoch 1805/5000 148/148 [==============================] - 0s 34us/step - loss: 2497.8787 - mean_absolute_error: 33.9772 - val_loss: 7268.6260 - val_mean_absolute_error: 63.3657 Epoch 1806/5000 148/148 [==============================] - 0s 34us/step - loss: 2495.9336 - mean_absolute_error: 33.9657 - val_loss: 7267.3925 - val_mean_absolute_error: 63.3574 Epoch 1807/5000 148/148 [==============================] - 0s 27us/step - loss: 2493.9626 - mean_absolute_error: 33.9541 - val_loss: 7266.0176 - val_mean_absolute_error: 63.3484 Epoch 1808/5000 148/148 [==============================] - 0s 41us/step - loss: 2492.0264 - mean_absolute_error: 33.9433 - val_loss: 7264.4832 - val_mean_absolute_error: 63.3382 Epoch 1809/5000 148/148 [==============================] - 0s 34us/step - loss: 2490.0789 - mean_absolute_error: 33.9343 - val_loss: 7262.9661 - val_mean_absolute_error: 63.3278 Epoch 1810/5000 148/148 [==============================] - 0s 27us/step - loss: 2488.2214 - mean_absolute_error: 33.9253 - val_loss: 7261.9004 - val_mean_absolute_error: 63.3201 Epoch 1811/5000 148/148 [==============================] - 0s 34us/step - loss: 2486.2500 - mean_absolute_error: 33.9109 - val_loss: 7261.1263 - val_mean_absolute_error: 63.3137 Epoch 1812/5000 148/148 [==============================] - 0s 34us/step - loss: 2484.3738 - mean_absolute_error: 33.8949 - val_loss: 7260.2132 - val_mean_absolute_error: 63.3067 Epoch 1813/5000 148/148 [==============================] - 0s 47us/step - loss: 2482.4956 - mean_absolute_error: 33.8809 - val_loss: 7259.1163 - val_mean_absolute_error: 63.2990 Epoch 1814/5000 148/148 [==============================] - 0s 41us/step - loss: 2480.5681 - mean_absolute_error: 33.8687 - val_loss: 7257.8407 - val_mean_absolute_error: 63.2906 Epoch 1815/5000 148/148 [==============================] - 0s 47us/step - loss: 2478.6321 - mean_absolute_error: 33.8591 - val_loss: 7256.6032 - val_mean_absolute_error: 63.2823 Epoch 1816/5000 148/148 [==============================] - 0s 27us/step - loss: 2476.7058 - mean_absolute_error: 33.8497 - val_loss: 7255.2847 - val_mean_absolute_error: 63.2734 Epoch 1817/5000 148/148 [==============================] - 0s 34us/step - loss: 2474.7988 - mean_absolute_error: 33.8403 - val_loss: 7254.1021 - val_mean_absolute_error: 63.2648 Epoch 1818/5000 148/148 [==============================] - 0s 34us/step - loss: 2472.8804 - mean_absolute_error: 33.8287 - val_loss: 7253.0082 - val_mean_absolute_error: 63.2561 Epoch 1819/5000 148/148 [==============================] - 0s 34us/step - loss: 2470.9609 - mean_absolute_error: 33.8155 - val_loss: 7251.8052 - val_mean_absolute_error: 63.2467 Epoch 1820/5000 148/148 [==============================] - 0s 34us/step - loss: 2469.0571 - mean_absolute_error: 33.8019 - val_loss: 7250.3589 - val_mean_absolute_error: 63.2358 Epoch 1821/5000 148/148 [==============================] - 0s 34us/step - loss: 2467.1074 - mean_absolute_error: 33.7895 - val_loss: 7248.8650 - val_mean_absolute_error: 63.2245 Epoch 1822/5000 148/148 [==============================] - 0s 34us/step - loss: 2465.1653 - mean_absolute_error: 33.7774 - val_loss: 7247.3438 - val_mean_absolute_error: 63.2133 Epoch 1823/5000 148/148 [==============================] - 0s 34us/step - loss: 2463.2334 - mean_absolute_error: 33.7672 - val_loss: 7245.9123 - val_mean_absolute_error: 63.2024 Epoch 1824/5000 148/148 [==============================] - 0s 34us/step - loss: 2461.3352 - mean_absolute_error: 33.7554 - val_loss: 7244.4841 - val_mean_absolute_error: 63.1914 Epoch 1825/5000 148/148 [==============================] - 0s 34us/step - loss: 2459.4146 - mean_absolute_error: 33.7448 - val_loss: 7243.1802 - val_mean_absolute_error: 63.1813 Epoch 1826/5000 148/148 [==============================] - 0s 34us/step - loss: 2457.4714 - mean_absolute_error: 33.7352 - val_loss: 7241.9772 - val_mean_absolute_error: 63.1718 Epoch 1827/5000 148/148 [==============================] - 0s 41us/step - loss: 2455.5386 - mean_absolute_error: 33.7254 - val_loss: 7240.7383 - val_mean_absolute_error: 63.1623 Epoch 1828/5000 148/148 [==============================] - 0s 34us/step - loss: 2453.6128 - mean_absolute_error: 33.7172 - val_loss: 7239.5042 - val_mean_absolute_error: 63.1528 Epoch 1829/5000 148/148 [==============================] - 0s 34us/step - loss: 2451.6614 - mean_absolute_error: 33.7072 - val_loss: 7238.3585 - val_mean_absolute_error: 63.1436 Epoch 1830/5000 148/148 [==============================] - 0s 27us/step - loss: 2449.7471 - mean_absolute_error: 33.6968 - val_loss: 7237.2883 - val_mean_absolute_error: 63.1348 Epoch 1831/5000 148/148 [==============================] - 0s 27us/step - loss: 2447.8064 - mean_absolute_error: 33.6870 - val_loss: 7236.2387 - val_mean_absolute_error: 63.1260 Epoch 1832/5000 148/148 [==============================] - 0s 34us/step - loss: 2445.8667 - mean_absolute_error: 33.6778 - val_loss: 7235.2572 - val_mean_absolute_error: 63.1173 Epoch 1833/5000 148/148 [==============================] - 0s 27us/step - loss: 2443.9319 - mean_absolute_error: 33.6655 - val_loss: 7234.1914 - val_mean_absolute_error: 63.1078 Epoch 1834/5000 148/148 [==============================] - 0s 41us/step - loss: 2442.0193 - mean_absolute_error: 33.6515 - val_loss: 7232.9896 - val_mean_absolute_error: 63.0979 Epoch 1835/5000 148/148 [==============================] - 0s 41us/step - loss: 2440.0710 - mean_absolute_error: 33.6393 - val_loss: 7231.6565 - val_mean_absolute_error: 63.0874 Epoch 1836/5000 148/148 [==============================] - 0s 27us/step - loss: 2438.1091 - mean_absolute_error: 33.6293 - val_loss: 7230.1831 - val_mean_absolute_error: 63.0760 Epoch 1837/5000 148/148 [==============================] - 0s 41us/step - loss: 2436.1750 - mean_absolute_error: 33.6215 - val_loss: 7228.8431 - val_mean_absolute_error: 63.0648 Epoch 1838/5000 148/148 [==============================] - 0s 34us/step - loss: 2434.2268 - mean_absolute_error: 33.6102 - val_loss: 7227.5160 - val_mean_absolute_error: 63.0533 Epoch 1839/5000 148/148 [==============================] - 0s 34us/step - loss: 2432.2871 - mean_absolute_error: 33.5984 - val_loss: 7226.3200 - val_mean_absolute_error: 63.0423 Epoch 1840/5000 148/148 [==============================] - 0s 34us/step - loss: 2430.3499 - mean_absolute_error: 33.5868 - val_loss: 7225.2994 - val_mean_absolute_error: 63.0326 Epoch 1841/5000 148/148 [==============================] - 0s 41us/step - loss: 2428.3945 - mean_absolute_error: 33.5758 - val_loss: 7224.2270 - val_mean_absolute_error: 63.0225 Epoch 1842/5000 148/148 [==============================] - 0s 34us/step - loss: 2426.4170 - mean_absolute_error: 33.5659 - val_loss: 7223.0695 - val_mean_absolute_error: 63.0121 Epoch 1843/5000 148/148 [==============================] - 0s 34us/step - loss: 2424.5310 - mean_absolute_error: 33.5579 - val_loss: 7221.9553 - val_mean_absolute_error: 63.0019 Epoch 1844/5000 148/148 [==============================] - 0s 27us/step - loss: 2422.6360 - mean_absolute_error: 33.5487 - val_loss: 7220.9555 - val_mean_absolute_error: 62.9927 Epoch 1845/5000 148/148 [==============================] - 0s 41us/step - loss: 2420.7007 - mean_absolute_error: 33.5378 - val_loss: 7219.8110 - val_mean_absolute_error: 62.9825 Epoch 1846/5000 148/148 [==============================] - 0s 34us/step - loss: 2418.7163 - mean_absolute_error: 33.5254 - val_loss: 7218.5468 - val_mean_absolute_error: 62.9714 Epoch 1847/5000 148/148 [==============================] - 0s 34us/step - loss: 2416.8008 - mean_absolute_error: 33.5135 - val_loss: 7217.3452 - val_mean_absolute_error: 62.9609 Epoch 1848/5000 148/148 [==============================] - 0s 27us/step - loss: 2414.8455 - mean_absolute_error: 33.5024 - val_loss: 7216.1167 - val_mean_absolute_error: 62.9501 Epoch 1849/5000 148/148 [==============================] - 0s 34us/step - loss: 2412.8865 - mean_absolute_error: 33.4927 - val_loss: 7215.1598 - val_mean_absolute_error: 62.9411 Epoch 1850/5000 148/148 [==============================] - 0s 34us/step - loss: 2410.9473 - mean_absolute_error: 33.4810 - val_loss: 7214.2146 - val_mean_absolute_error: 62.9315 Epoch 1851/5000 148/148 [==============================] - 0s 34us/step - loss: 2408.9993 - mean_absolute_error: 33.4683 - val_loss: 7213.3159 - val_mean_absolute_error: 62.9222 Epoch 1852/5000 148/148 [==============================] - 0s 27us/step - loss: 2407.0610 - mean_absolute_error: 33.4549 - val_loss: 7212.5170 - val_mean_absolute_error: 62.9135 Epoch 1853/5000 148/148 [==============================] - 0s 41us/step - loss: 2405.1340 - mean_absolute_error: 33.4425 - val_loss: 7211.5459 - val_mean_absolute_error: 62.9040 Epoch 1854/5000 148/148 [==============================] - 0s 27us/step - loss: 2403.1787 - mean_absolute_error: 33.4326 - val_loss: 7210.3584 - val_mean_absolute_error: 62.8929 Epoch 1855/5000 148/148 [==============================] - 0s 34us/step - loss: 2401.2207 - mean_absolute_error: 33.4240 - val_loss: 7209.3836 - val_mean_absolute_error: 62.8830 Epoch 1856/5000 148/148 [==============================] - 0s 34us/step - loss: 2399.2563 - mean_absolute_error: 33.4132 - val_loss: 7208.4384 - val_mean_absolute_error: 62.8732 Epoch 1857/5000 148/148 [==============================] - 0s 41us/step - loss: 2397.2935 - mean_absolute_error: 33.4010 - val_loss: 7207.5632 - val_mean_absolute_error: 62.8635 Epoch 1858/5000 148/148 [==============================] - 0s 34us/step - loss: 2395.3289 - mean_absolute_error: 33.3884 - val_loss: 7206.6712 - val_mean_absolute_error: 62.8535 Epoch 1859/5000 148/148 [==============================] - 0s 34us/step - loss: 2393.3872 - mean_absolute_error: 33.3761 - val_loss: 7205.6404 - val_mean_absolute_error: 62.8426 Epoch 1860/5000 148/148 [==============================] - 0s 34us/step - loss: 2391.4580 - mean_absolute_error: 33.3648 - val_loss: 7204.6932 - val_mean_absolute_error: 62.8328 Epoch 1861/5000 148/148 [==============================] - 0s 34us/step - loss: 2389.4648 - mean_absolute_error: 33.3519 - val_loss: 7203.5578 - val_mean_absolute_error: 62.8218 Epoch 1862/5000 148/148 [==============================] - 0s 27us/step - loss: 2387.4883 - mean_absolute_error: 33.3405 - val_loss: 7202.5452 - val_mean_absolute_error: 62.8112 Epoch 1863/5000 148/148 [==============================] - 0s 27us/step - loss: 2385.5413 - mean_absolute_error: 33.3276 - val_loss: 7201.5624 - val_mean_absolute_error: 62.8009 Epoch 1864/5000 148/148 [==============================] - 0s 34us/step - loss: 2383.5859 - mean_absolute_error: 33.3156 - val_loss: 7200.6504 - val_mean_absolute_error: 62.7907 Epoch 1865/5000 148/148 [==============================] - 0s 27us/step - loss: 2381.6304 - mean_absolute_error: 33.3037 - val_loss: 7199.8505 - val_mean_absolute_error: 62.7808 Epoch 1866/5000 148/148 [==============================] - 0s 34us/step - loss: 2379.6558 - mean_absolute_error: 33.2898 - val_loss: 7199.0975 - val_mean_absolute_error: 62.7710 Epoch 1867/5000 148/148 [==============================] - 0s 34us/step - loss: 2377.6973 - mean_absolute_error: 33.2743 - val_loss: 7198.0683 - val_mean_absolute_error: 62.7600 Epoch 1868/5000 148/148 [==============================] - 0s 41us/step - loss: 2375.7510 - mean_absolute_error: 33.2603 - val_loss: 7196.7169 - val_mean_absolute_error: 62.7475 Epoch 1869/5000 148/148 [==============================] - 0s 27us/step - loss: 2373.7888 - mean_absolute_error: 33.2492 - val_loss: 7195.5359 - val_mean_absolute_error: 62.7361 Epoch 1870/5000 148/148 [==============================] - 0s 34us/step - loss: 2371.8379 - mean_absolute_error: 33.2381 - val_loss: 7194.7837 - val_mean_absolute_error: 62.7273 Epoch 1871/5000 148/148 [==============================] - 0s 27us/step - loss: 2369.8596 - mean_absolute_error: 33.2241 - val_loss: 7194.1573 - val_mean_absolute_error: 62.7198 Epoch 1872/5000 148/148 [==============================] - 0s 27us/step - loss: 2367.9199 - mean_absolute_error: 33.2106 - val_loss: 7193.5167 - val_mean_absolute_error: 62.7124 Epoch 1873/5000 148/148 [==============================] - 0s 34us/step - loss: 2365.9426 - mean_absolute_error: 33.1974 - val_loss: 7192.7657 - val_mean_absolute_error: 62.7045 Epoch 1874/5000 148/148 [==============================] - 0s 41us/step - loss: 2363.9309 - mean_absolute_error: 33.1851 - val_loss: 7191.9281 - val_mean_absolute_error: 62.6960 Epoch 1875/5000 148/148 [==============================] - 0s 27us/step - loss: 2361.9077 - mean_absolute_error: 33.1715 - val_loss: 7191.0943 - val_mean_absolute_error: 62.6870 Epoch 1876/5000 148/148 [==============================] - 0s 41us/step - loss: 2359.8750 - mean_absolute_error: 33.1576 - val_loss: 7190.3331 - val_mean_absolute_error: 62.6784 Epoch 1877/5000 148/148 [==============================] - 0s 34us/step - loss: 2357.8931 - mean_absolute_error: 33.1444 - val_loss: 7189.8822 - val_mean_absolute_error: 62.6712 Epoch 1878/5000 148/148 [==============================] - 0s 34us/step - loss: 2355.8816 - mean_absolute_error: 33.1280 - val_loss: 7189.5631 - val_mean_absolute_error: 62.6648 Epoch 1879/5000 148/148 [==============================] - 0s 27us/step - loss: 2353.8657 - mean_absolute_error: 33.1125 - val_loss: 7189.1067 - val_mean_absolute_error: 62.6572 Epoch 1880/5000 148/148 [==============================] - 0s 27us/step - loss: 2351.8530 - mean_absolute_error: 33.0986 - val_loss: 7188.5123 - val_mean_absolute_error: 62.6494 Epoch 1881/5000 148/148 [==============================] - 0s 34us/step - loss: 2349.8350 - mean_absolute_error: 33.0866 - val_loss: 7187.8677 - val_mean_absolute_error: 62.6415 Epoch 1882/5000 148/148 [==============================] - 0s 34us/step - loss: 2347.7874 - mean_absolute_error: 33.0747 - val_loss: 7187.2152 - val_mean_absolute_error: 62.6339 Epoch 1883/5000 148/148 [==============================] - 0s 34us/step - loss: 2345.7808 - mean_absolute_error: 33.0628 - val_loss: 7186.6788 - val_mean_absolute_error: 62.6268 Epoch 1884/5000 148/148 [==============================] - 0s 27us/step - loss: 2343.7507 - mean_absolute_error: 33.0471 - val_loss: 7186.0409 - val_mean_absolute_error: 62.6192 Epoch 1885/5000 148/148 [==============================] - 0s 34us/step - loss: 2341.7136 - mean_absolute_error: 33.0335 - val_loss: 7185.4044 - val_mean_absolute_error: 62.6113 Epoch 1886/5000 148/148 [==============================] - 0s 34us/step - loss: 2339.6565 - mean_absolute_error: 33.0195 - val_loss: 7184.8136 - val_mean_absolute_error: 62.6034 Epoch 1887/5000 148/148 [==============================] - 0s 34us/step - loss: 2337.5928 - mean_absolute_error: 33.0038 - val_loss: 7184.2085 - val_mean_absolute_error: 62.5957 Epoch 1888/5000 148/148 [==============================] - 0s 34us/step - loss: 2335.5903 - mean_absolute_error: 32.9890 - val_loss: 7183.6801 - val_mean_absolute_error: 62.5886 Epoch 1889/5000 148/148 [==============================] - 0s 27us/step - loss: 2333.5391 - mean_absolute_error: 32.9759 - val_loss: 7183.1691 - val_mean_absolute_error: 62.5817 Epoch 1890/5000 148/148 [==============================] - 0s 34us/step - loss: 2331.5374 - mean_absolute_error: 32.9649 - val_loss: 7182.3819 - val_mean_absolute_error: 62.5727 Epoch 1891/5000 148/148 [==============================] - 0s 34us/step - loss: 2329.6045 - mean_absolute_error: 32.9557 - val_loss: 7181.7350 - val_mean_absolute_error: 62.5631 Epoch 1892/5000 148/148 [==============================] - 0s 27us/step - loss: 2327.6255 - mean_absolute_error: 32.9406 - val_loss: 7180.9238 - val_mean_absolute_error: 62.5523 Epoch 1893/5000 148/148 [==============================] - 0s 41us/step - loss: 2325.6853 - mean_absolute_error: 32.9284 - val_loss: 7180.0552 - val_mean_absolute_error: 62.5412 Epoch 1894/5000 148/148 [==============================] - 0s 34us/step - loss: 2323.6892 - mean_absolute_error: 32.9177 - val_loss: 7179.1172 - val_mean_absolute_error: 62.5297 Epoch 1895/5000 148/148 [==============================] - 0s 34us/step - loss: 2321.6904 - mean_absolute_error: 32.9062 - val_loss: 7177.9342 - val_mean_absolute_error: 62.5170 Epoch 1896/5000 148/148 [==============================] - 0s 27us/step - loss: 2319.7058 - mean_absolute_error: 32.8955 - val_loss: 7176.7237 - val_mean_absolute_error: 62.5038 Epoch 1897/5000 148/148 [==============================] - 0s 41us/step - loss: 2317.6724 - mean_absolute_error: 32.8810 - val_loss: 7175.3926 - val_mean_absolute_error: 62.4902 Epoch 1898/5000 148/148 [==============================] - 0s 34us/step - loss: 2315.6768 - mean_absolute_error: 32.8677 - val_loss: 7174.0464 - val_mean_absolute_error: 62.4769 Epoch 1899/5000 148/148 [==============================] - 0s 27us/step - loss: 2313.6777 - mean_absolute_error: 32.8557 - val_loss: 7172.9021 - val_mean_absolute_error: 62.4641 Epoch 1900/5000 148/148 [==============================] - 0s 27us/step - loss: 2311.7185 - mean_absolute_error: 32.8419 - val_loss: 7171.5755 - val_mean_absolute_error: 62.4504 Epoch 1901/5000 148/148 [==============================] - 0s 34us/step - loss: 2309.7229 - mean_absolute_error: 32.8296 - val_loss: 7170.1303 - val_mean_absolute_error: 62.4357 Epoch 1902/5000 148/148 [==============================] - 0s 34us/step - loss: 2307.7097 - mean_absolute_error: 32.8182 - val_loss: 7168.6991 - val_mean_absolute_error: 62.4208 Epoch 1903/5000 148/148 [==============================] - 0s 34us/step - loss: 2305.7024 - mean_absolute_error: 32.8066 - val_loss: 7167.3434 - val_mean_absolute_error: 62.4063 Epoch 1904/5000 148/148 [==============================] - 0s 34us/step - loss: 2303.6748 - mean_absolute_error: 32.7926 - val_loss: 7165.8678 - val_mean_absolute_error: 62.3912 Epoch 1905/5000 148/148 [==============================] - 0s 34us/step - loss: 2301.6687 - mean_absolute_error: 32.7796 - val_loss: 7164.2705 - val_mean_absolute_error: 62.3755 Epoch 1906/5000 148/148 [==============================] - 0s 27us/step - loss: 2299.6702 - mean_absolute_error: 32.7699 - val_loss: 7162.8520 - val_mean_absolute_error: 62.3609 Epoch 1907/5000 148/148 [==============================] - 0s 41us/step - loss: 2297.6675 - mean_absolute_error: 32.7578 - val_loss: 7161.5218 - val_mean_absolute_error: 62.3470 Epoch 1908/5000 148/148 [==============================] - 0s 27us/step - loss: 2295.6406 - mean_absolute_error: 32.7443 - val_loss: 7160.3621 - val_mean_absolute_error: 62.3343 Epoch 1909/5000 148/148 [==============================] - 0s 27us/step - loss: 2293.6150 - mean_absolute_error: 32.7294 - val_loss: 7159.2658 - val_mean_absolute_error: 62.3229 Epoch 1910/5000 148/148 [==============================] - 0s 34us/step - loss: 2291.6433 - mean_absolute_error: 32.7171 - val_loss: 7158.4269 - val_mean_absolute_error: 62.3128 Epoch 1911/5000 148/148 [==============================] - 0s 27us/step - loss: 2289.6597 - mean_absolute_error: 32.7031 - val_loss: 7157.4719 - val_mean_absolute_error: 62.3022 Epoch 1912/5000 148/148 [==============================] - 0s 41us/step - loss: 2287.6458 - mean_absolute_error: 32.6912 - val_loss: 7156.3477 - val_mean_absolute_error: 62.2905 Epoch 1913/5000 148/148 [==============================] - 0s 41us/step - loss: 2285.6160 - mean_absolute_error: 32.6809 - val_loss: 7155.0251 - val_mean_absolute_error: 62.2777 Epoch 1914/5000 148/148 [==============================] - 0s 34us/step - loss: 2283.6243 - mean_absolute_error: 32.6719 - val_loss: 7153.8502 - val_mean_absolute_error: 62.2656 Epoch 1915/5000 148/148 [==============================] - 0s 27us/step - loss: 2281.5686 - mean_absolute_error: 32.6583 - val_loss: 7152.7244 - val_mean_absolute_error: 62.2536 Epoch 1916/5000 148/148 [==============================] - 0s 41us/step - loss: 2279.5295 - mean_absolute_error: 32.6443 - val_loss: 7151.5271 - val_mean_absolute_error: 62.2406 Epoch 1917/5000 148/148 [==============================] - 0s 34us/step - loss: 2277.5530 - mean_absolute_error: 32.6329 - val_loss: 7150.5239 - val_mean_absolute_error: 62.2284 Epoch 1918/5000 148/148 [==============================] - 0s 34us/step - loss: 2275.5574 - mean_absolute_error: 32.6195 - val_loss: 7149.4637 - val_mean_absolute_error: 62.2164 Epoch 1919/5000 148/148 [==============================] - 0s 27us/step - loss: 2273.5430 - mean_absolute_error: 32.6072 - val_loss: 7148.3173 - val_mean_absolute_error: 62.2046 Epoch 1920/5000 148/148 [==============================] - 0s 34us/step - loss: 2271.5242 - mean_absolute_error: 32.5959 - val_loss: 7147.3687 - val_mean_absolute_error: 62.1950 Epoch 1921/5000 148/148 [==============================] - 0s 34us/step - loss: 2269.5024 - mean_absolute_error: 32.5841 - val_loss: 7146.6232 - val_mean_absolute_error: 62.1863 Epoch 1922/5000 148/148 [==============================] - 0s 27us/step - loss: 2267.4805 - mean_absolute_error: 32.5696 - val_loss: 7145.9259 - val_mean_absolute_error: 62.1776 Epoch 1923/5000 148/148 [==============================] - 0s 34us/step - loss: 2265.4634 - mean_absolute_error: 32.5537 - val_loss: 7145.0969 - val_mean_absolute_error: 62.1687 Epoch 1924/5000 148/148 [==============================] - 0s 27us/step - loss: 2263.4661 - mean_absolute_error: 32.5395 - val_loss: 7144.2202 - val_mean_absolute_error: 62.1604 Epoch 1925/5000 148/148 [==============================] - 0s 34us/step - loss: 2261.4287 - mean_absolute_error: 32.5274 - val_loss: 7143.4678 - val_mean_absolute_error: 62.1529 Epoch 1926/5000 148/148 [==============================] - 0s 27us/step - loss: 2259.4380 - mean_absolute_error: 32.5156 - val_loss: 7143.0758 - val_mean_absolute_error: 62.1470 Epoch 1927/5000 148/148 [==============================] - 0s 34us/step - loss: 2257.3450 - mean_absolute_error: 32.5017 - val_loss: 7142.6378 - val_mean_absolute_error: 62.1407 Epoch 1928/5000 148/148 [==============================] - 0s 34us/step - loss: 2255.3230 - mean_absolute_error: 32.4891 - val_loss: 7142.0806 - val_mean_absolute_error: 62.1335 Epoch 1929/5000 148/148 [==============================] - 0s 34us/step - loss: 2253.3396 - mean_absolute_error: 32.4779 - val_loss: 7141.5136 - val_mean_absolute_error: 62.1261 Epoch 1930/5000 148/148 [==============================] - 0s 34us/step - loss: 2251.3254 - mean_absolute_error: 32.4653 - val_loss: 7140.8877 - val_mean_absolute_error: 62.1183 Epoch 1931/5000 148/148 [==============================] - 0s 27us/step - loss: 2249.2664 - mean_absolute_error: 32.4509 - val_loss: 7140.2870 - val_mean_absolute_error: 62.1109 Epoch 1932/5000 148/148 [==============================] - 0s 41us/step - loss: 2247.2197 - mean_absolute_error: 32.4368 - val_loss: 7139.2553 - val_mean_absolute_error: 62.1008 Epoch 1933/5000 148/148 [==============================] - 0s 34us/step - loss: 2245.2791 - mean_absolute_error: 32.4247 - val_loss: 7138.3383 - val_mean_absolute_error: 62.0907 Epoch 1934/5000 148/148 [==============================] - 0s 34us/step - loss: 2243.1926 - mean_absolute_error: 32.4109 - val_loss: 7137.5934 - val_mean_absolute_error: 62.0813 Epoch 1935/5000 148/148 [==============================] - 0s 27us/step - loss: 2241.1790 - mean_absolute_error: 32.3959 - val_loss: 7136.6610 - val_mean_absolute_error: 62.0707 Epoch 1936/5000 148/148 [==============================] - 0s 27us/step - loss: 2239.1843 - mean_absolute_error: 32.3833 - val_loss: 7135.7772 - val_mean_absolute_error: 62.0608 Epoch 1937/5000 148/148 [==============================] - 0s 27us/step - loss: 2237.2427 - mean_absolute_error: 32.3724 - val_loss: 7135.0258 - val_mean_absolute_error: 62.0519 Epoch 1938/5000 148/148 [==============================] - 0s 27us/step - loss: 2235.2402 - mean_absolute_error: 32.3593 - val_loss: 7134.5097 - val_mean_absolute_error: 62.0442 Epoch 1939/5000 148/148 [==============================] - 0s 27us/step - loss: 2233.2029 - mean_absolute_error: 32.3444 - val_loss: 7134.1024 - val_mean_absolute_error: 62.0374 Epoch 1940/5000 148/148 [==============================] - 0s 41us/step - loss: 2231.1897 - mean_absolute_error: 32.3302 - val_loss: 7133.6454 - val_mean_absolute_error: 62.0308 Epoch 1941/5000 148/148 [==============================] - 0s 34us/step - loss: 2229.1658 - mean_absolute_error: 32.3179 - val_loss: 7133.1401 - val_mean_absolute_error: 62.0241 Epoch 1942/5000 148/148 [==============================] - 0s 27us/step - loss: 2227.1846 - mean_absolute_error: 32.3080 - val_loss: 7132.5831 - val_mean_absolute_error: 62.0170 Epoch 1943/5000 148/148 [==============================] - 0s 34us/step - loss: 2225.1731 - mean_absolute_error: 32.2960 - val_loss: 7131.8855 - val_mean_absolute_error: 62.0085 Epoch 1944/5000 148/148 [==============================] - 0s 34us/step - loss: 2223.1294 - mean_absolute_error: 32.2832 - val_loss: 7131.1286 - val_mean_absolute_error: 62.0000 Epoch 1945/5000 148/148 [==============================] - 0s 27us/step - loss: 2221.1294 - mean_absolute_error: 32.2721 - val_loss: 7130.3471 - val_mean_absolute_error: 61.9914 Epoch 1946/5000 148/148 [==============================] - 0s 34us/step - loss: 2219.1211 - mean_absolute_error: 32.2612 - val_loss: 7129.5651 - val_mean_absolute_error: 61.9827 Epoch 1947/5000 148/148 [==============================] - 0s 34us/step - loss: 2217.1782 - mean_absolute_error: 32.2501 - val_loss: 7128.8714 - val_mean_absolute_error: 61.9735 Epoch 1948/5000 148/148 [==============================] - 0s 41us/step - loss: 2215.1443 - mean_absolute_error: 32.2345 - val_loss: 7127.9038 - val_mean_absolute_error: 61.9632 Epoch 1949/5000 148/148 [==============================] - 0s 34us/step - loss: 2213.1433 - mean_absolute_error: 32.2218 - val_loss: 7127.0735 - val_mean_absolute_error: 61.9537 Epoch 1950/5000 148/148 [==============================] - 0s 34us/step - loss: 2211.1189 - mean_absolute_error: 32.2105 - val_loss: 7126.3526 - val_mean_absolute_error: 61.9447 Epoch 1951/5000 148/148 [==============================] - 0s 41us/step - loss: 2209.1899 - mean_absolute_error: 32.2002 - val_loss: 7125.8374 - val_mean_absolute_error: 61.9361 Epoch 1952/5000 148/148 [==============================] - 0s 34us/step - loss: 2207.1816 - mean_absolute_error: 32.1858 - val_loss: 7125.3467 - val_mean_absolute_error: 61.9284 Epoch 1953/5000 148/148 [==============================] - 0s 34us/step - loss: 2205.2319 - mean_absolute_error: 32.1709 - val_loss: 7124.7350 - val_mean_absolute_error: 61.9203 Epoch 1954/5000 148/148 [==============================] - 0s 54us/step - loss: 2203.2195 - mean_absolute_error: 32.1558 - val_loss: 7124.1506 - val_mean_absolute_error: 61.9128 Epoch 1955/5000 148/148 [==============================] - 0s 34us/step - loss: 2201.2024 - mean_absolute_error: 32.1412 - val_loss: 7123.5242 - val_mean_absolute_error: 61.9057 Epoch 1956/5000 148/148 [==============================] - 0s 41us/step - loss: 2199.2056 - mean_absolute_error: 32.1281 - val_loss: 7122.9872 - val_mean_absolute_error: 61.8989 Epoch 1957/5000 148/148 [==============================] - 0s 27us/step - loss: 2197.2598 - mean_absolute_error: 32.1148 - val_loss: 7122.7791 - val_mean_absolute_error: 61.8929 Epoch 1958/5000 148/148 [==============================] - 0s 27us/step - loss: 2195.2180 - mean_absolute_error: 32.0973 - val_loss: 7122.2625 - val_mean_absolute_error: 61.8848 Epoch 1959/5000 148/148 [==============================] - 0s 34us/step - loss: 2193.2817 - mean_absolute_error: 32.0815 - val_loss: 7121.5191 - val_mean_absolute_error: 61.8754 Epoch 1960/5000 148/148 [==============================] - 0s 34us/step - loss: 2191.2986 - mean_absolute_error: 32.0664 - val_loss: 7120.9482 - val_mean_absolute_error: 61.8672 Epoch 1961/5000 148/148 [==============================] - 0s 34us/step - loss: 2189.3162 - mean_absolute_error: 32.0524 - val_loss: 7120.3585 - val_mean_absolute_error: 61.8595 Epoch 1962/5000 148/148 [==============================] - 0s 41us/step - loss: 2187.3271 - mean_absolute_error: 32.0399 - val_loss: 7119.7143 - val_mean_absolute_error: 61.8518 Epoch 1963/5000 148/148 [==============================] - 0s 27us/step - loss: 2185.3259 - mean_absolute_error: 32.0285 - val_loss: 7119.1908 - val_mean_absolute_error: 61.8447 Epoch 1964/5000 148/148 [==============================] - 0s 34us/step - loss: 2183.4614 - mean_absolute_error: 32.0181 - val_loss: 7119.1008 - val_mean_absolute_error: 61.8386 Epoch 1965/5000 148/148 [==============================] - 0s 27us/step - loss: 2181.3918 - mean_absolute_error: 32.0010 - val_loss: 7119.0956 - val_mean_absolute_error: 61.8336 Epoch 1966/5000 148/148 [==============================] - 0s 47us/step - loss: 2179.4695 - mean_absolute_error: 31.9833 - val_loss: 7118.8250 - val_mean_absolute_error: 61.8277 Epoch 1967/5000 148/148 [==============================] - 0s 34us/step - loss: 2177.5356 - mean_absolute_error: 31.9678 - val_loss: 7118.4198 - val_mean_absolute_error: 61.8218 Epoch 1968/5000 148/148 [==============================] - 0s 34us/step - loss: 2175.5613 - mean_absolute_error: 31.9543 - val_loss: 7117.7604 - val_mean_absolute_error: 61.8142 Epoch 1969/5000 148/148 [==============================] - 0s 34us/step - loss: 2173.5881 - mean_absolute_error: 31.9426 - val_loss: 7117.1685 - val_mean_absolute_error: 61.8064 Epoch 1970/5000 148/148 [==============================] - 0s 34us/step - loss: 2171.6226 - mean_absolute_error: 31.9290 - val_loss: 7116.8847 - val_mean_absolute_error: 61.7999 Epoch 1971/5000 148/148 [==============================] - 0s 47us/step - loss: 2169.5952 - mean_absolute_error: 31.9129 - val_loss: 7116.7752 - val_mean_absolute_error: 61.7940 Epoch 1972/5000 148/148 [==============================] - 0s 41us/step - loss: 2167.6218 - mean_absolute_error: 31.8970 - val_loss: 7116.4681 - val_mean_absolute_error: 61.7866 Epoch 1973/5000 148/148 [==============================] - 0s 41us/step - loss: 2165.6531 - mean_absolute_error: 31.8821 - val_loss: 7115.8704 - val_mean_absolute_error: 61.7778 Epoch 1974/5000 148/148 [==============================] - 0s 47us/step - loss: 2163.6812 - mean_absolute_error: 31.8699 - val_loss: 7115.1345 - val_mean_absolute_error: 61.7689 Epoch 1975/5000 148/148 [==============================] - 0s 47us/step - loss: 2161.7383 - mean_absolute_error: 31.8589 - val_loss: 7114.8891 - val_mean_absolute_error: 61.7634 Epoch 1976/5000 148/148 [==============================] - 0s 47us/step - loss: 2159.7544 - mean_absolute_error: 31.8421 - val_loss: 7114.5628 - val_mean_absolute_error: 61.7582 Epoch 1977/5000 148/148 [==============================] - 0s 27us/step - loss: 2157.8306 - mean_absolute_error: 31.8272 - val_loss: 7114.1788 - val_mean_absolute_error: 61.7529 Epoch 1978/5000 148/148 [==============================] - 0s 34us/step - loss: 2155.9370 - mean_absolute_error: 31.8148 - val_loss: 7114.2211 - val_mean_absolute_error: 61.7486 Epoch 1979/5000 148/148 [==============================] - 0s 34us/step - loss: 2154.0718 - mean_absolute_error: 31.7964 - val_loss: 7113.8629 - val_mean_absolute_error: 61.7419 Epoch 1980/5000 148/148 [==============================] - 0s 41us/step - loss: 2152.1860 - mean_absolute_error: 31.7811 - val_loss: 7113.3409 - val_mean_absolute_error: 61.7349 Epoch 1981/5000 148/148 [==============================] - 0s 47us/step - loss: 2150.2219 - mean_absolute_error: 31.7673 - val_loss: 7112.6939 - val_mean_absolute_error: 61.7280 Epoch 1982/5000 148/148 [==============================] - 0s 41us/step - loss: 2148.2852 - mean_absolute_error: 31.7558 - val_loss: 7112.1484 - val_mean_absolute_error: 61.7219 Epoch 1983/5000 148/148 [==============================] - 0s 41us/step - loss: 2146.3787 - mean_absolute_error: 31.7431 - val_loss: 7112.0508 - val_mean_absolute_error: 61.7182 Epoch 1984/5000 148/148 [==============================] - 0s 34us/step - loss: 2144.4485 - mean_absolute_error: 31.7276 - val_loss: 7112.4639 - val_mean_absolute_error: 61.7166 Epoch 1985/5000 148/148 [==============================] - 0s 34us/step - loss: 2142.4333 - mean_absolute_error: 31.7068 - val_loss: 7112.7841 - val_mean_absolute_error: 61.7149
<keras.callbacks.History at 0x2073e9eccc0>
score = model3.evaluate(standardized_X_test,
y_test,
batch_size=36)
150/150 [==============================] - 0s 60us/step
score
[7112.783930664063, 61.71489250183105]
predictions1 = model.predict(standardized_X_test)
predictions2 = model2.predict(standardized_X_test)
predictions3 = model3.predict(standardized_X_test)
from matplotlib import pyplot
plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions1[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 1 Predicted Y')
plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions2[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 2 Predicted Y')
plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions3[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 3 Predicted Y')
pyplot.show()
pyplot.plot(predictions1, label='model1')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()
pyplot.plot(predictions2, label='model2')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()
pyplot.plot(predictions3, label='model3')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()
print('MAE:', metrics.mean_absolute_error(y_test, predictions3))
print('MSE:', metrics.mean_squared_error(y_test, predictions3))
print('RMSE:', np.sqrt(metrics.mean_squared_error(y_test, predictions3)))
MAE: 61.71489190538724 MSE: 7112.783844666114 RMSE: 84.33732177788262